From 76d0eeb8ffdd47e38c60e5f0c6c9222ea2c135ff Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?P=C3=A9ter=20Ferenc=20Gyarmati?= <dev.petergy@gmail.com>
Date: Sun, 17 Nov 2024 14:47:59 +0100
Subject: [PATCH] chore: revert nb output changes to minimize diffs

---
 docs/applications/debug_draco.ipynb      | 238 +++++++++++++----------
 docs/applications/draco1_vs_draco2.ipynb | 163 ++++++++--------
 2 files changed, 218 insertions(+), 183 deletions(-)

diff --git a/docs/applications/debug_draco.ipynb b/docs/applications/debug_draco.ipynb
index 65914c21..716cd3c5 100644
--- a/docs/applications/debug_draco.ipynb
+++ b/docs/applications/debug_draco.ipynb
@@ -7,6 +7,35 @@
     "# Draco Debugging"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-07-25T15:03:35.145025Z",
+     "start_time": "2023-07-25T15:03:32.637995Z"
+    },
+    "collapsed": false,
+    "jupyter": {
+     "outputs_hidden": false
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.3.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.0\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "%pip install -q toml ipywidgets"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 2,
@@ -207,28 +236,28 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-0e2a5449d9174d8992f8eb1b9811f0e7.vega-embed {\n",
+       "  #altair-viz-c9ab89c0435149058a3225210f701b3d.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-0e2a5449d9174d8992f8eb1b9811f0e7.vega-embed details,\n",
-       "  #altair-viz-0e2a5449d9174d8992f8eb1b9811f0e7.vega-embed details summary {\n",
+       "  #altair-viz-c9ab89c0435149058a3225210f701b3d.vega-embed details,\n",
+       "  #altair-viz-c9ab89c0435149058a3225210f701b3d.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-0e2a5449d9174d8992f8eb1b9811f0e7\"></div>\n",
+       "<div id=\"altair-viz-c9ab89c0435149058a3225210f701b3d\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-0e2a5449d9174d8992f8eb1b9811f0e7\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-0e2a5449d9174d8992f8eb1b9811f0e7\");\n",
+       "    if (outputDiv.id !== \"altair-viz-c9ab89c0435149058a3225210f701b3d\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-c9ab89c0435149058a3225210f701b3d\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.16.3?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
@@ -264,12 +293,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.16.3\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"vconcat\": [{\"mark\": {\"type\": \"bar\"}, \"encoding\": {\"tooltip\": [{\"field\": \"pref_name\", \"type\": \"nominal\"}, {\"field\": \"weight\", \"type\": \"quantitative\"}], \"x\": {\"axis\": null, \"field\": \"pref_name\", \"sort\": \"ascending\", \"type\": \"nominal\"}, \"y\": {\"aggregate\": \"min\", \"field\": \"weight\", \"title\": \"Weight\", \"type\": \"quantitative\"}}, \"height\": 100.0, \"width\": 1200}, {\"mark\": {\"type\": \"rect\", \"stroke\": \"lightgray\", \"strokeWidth\": 0.25}, \"encoding\": {\"color\": {\"condition\": {\"test\": \"(datum.count === 0)\", \"value\": \"white\"}, \"field\": \"count\", \"legend\": {\"labelExpr\": \"datum.value == ceil(datum.value) ? datum.value : ''\"}, \"type\": \"quantitative\"}, \"tooltip\": [{\"field\": \"chart_name\", \"type\": \"nominal\"}, {\"field\": \"pref_name\", \"type\": \"nominal\"}, {\"field\": \"pref_description\", \"type\": \"nominal\"}, {\"field\": \"count\", \"type\": \"quantitative\"}, {\"field\": \"weight\", \"type\": \"quantitative\"}], \"x\": {\"field\": \"pref_name\", \"sort\": \"ascending\", \"title\": \"Constraint\", \"type\": \"nominal\"}, \"y\": {\"field\": \"chart_name\", \"sort\": \"ascending\", \"title\": \"Chart specification\", \"type\": \"nominal\"}}, \"height\": 300.0, \"width\": 1200}], \"data\": {\"name\": \"data-0a5b575c99911e3bc9dd5ba1a4c950dd\"}, \"spacing\": 0, \"title\": \"Sort alphabetically\", \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.20.1.json\", \"datasets\": {\"data-0a5b575c99911e3bc9dd5ba1a4c950dd\": [{\"chart_name\": \"tick_plot\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 1, \"weight\": 6}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 1, \"weight\": 6}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 1, \"weight\": 6}, {\"chart_name\": \"histogram\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"histogram\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"histogram\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"histogram\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"histogram\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"histogram\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"histogram\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"histogram\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"histogram\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"histogram\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"histogram\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 1, \"weight\": 6}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 1, \"weight\": 3}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 3, \"weight\": 6}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 1, \"weight\": 3}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 3, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 3, \"weight\": 6}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 1, \"weight\": 3}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 1, \"weight\": 6}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 1, \"weight\": 3}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 1, \"weight\": 3}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 1, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 3, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", 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\"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", 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\"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by 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\"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 1, \"weight\": 6}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_plot_log\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"radial_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 1, \"weight\": 6}, {\"chart_name\": \"histogram\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"histogram\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"histogram\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"histogram\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"histogram\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"histogram\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"histogram\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"histogram\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"histogram\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"histogram\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"histogram\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"histogram\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"histogram\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 1, \"weight\": 6}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"binned_histogram\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"scatterplot\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 1, \"weight\": 3}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 3, \"weight\": 6}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"colored_scatterplot\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 1, \"weight\": 3}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 3, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 3, \"weight\": 6}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bubble_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 1, \"weight\": 3}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 1, \"weight\": 6}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"pie_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 1, \"weight\": 3}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"stacked_bar_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 1, \"weight\": 3}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"normalized_stacked_bar_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"bar_with_tick_chart\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 2, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 1, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 1, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"facet_scatterplot_binned\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 3, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 3, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"tick_with_histogram_shared_y\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}]}}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -312,7 +341,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "39c862fb91174de9ac3012a5cf6aa17b",
+       "model_id": "75792a8bef074f7286e76eea34d86a95",
        "version_major": 2,
        "version_minor": 0
       },
@@ -537,28 +566,28 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-7f9396cbbbfb420f8e5d74036bf17145.vega-embed {\n",
+       "  #altair-viz-45aed7fbf24a4fbe94489345f2e7eeff.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-7f9396cbbbfb420f8e5d74036bf17145.vega-embed details,\n",
-       "  #altair-viz-7f9396cbbbfb420f8e5d74036bf17145.vega-embed details summary {\n",
+       "  #altair-viz-45aed7fbf24a4fbe94489345f2e7eeff.vega-embed details,\n",
+       "  #altair-viz-45aed7fbf24a4fbe94489345f2e7eeff.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-7f9396cbbbfb420f8e5d74036bf17145\"></div>\n",
+       "<div id=\"altair-viz-45aed7fbf24a4fbe94489345f2e7eeff\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-7f9396cbbbfb420f8e5d74036bf17145\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-7f9396cbbbfb420f8e5d74036bf17145\");\n",
+       "    if (outputDiv.id !== \"altair-viz-45aed7fbf24a4fbe94489345f2e7eeff\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-45aed7fbf24a4fbe94489345f2e7eeff\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.16.3?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
@@ -594,12 +623,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.16.3\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"name\": \"data-6881b3c76720a51ecae2e2fb5659aff4\"}, \"mark\": {\"type\": \"point\"}, \"encoding\": {\"x\": {\"field\": \"precipitation\", \"scale\": {\"type\": \"linear\", \"zero\": true}, \"type\": \"quantitative\"}, \"y\": {\"field\": \"temp_max\", \"scale\": {\"type\": \"linear\"}, \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.20.1.json\", \"datasets\": {\"data-6881b3c76720a51ecae2e2fb5659aff4\": [{\"date\": \"2012-01-01T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 12.8, \"temp_min\": 5.0, \"wind\": 4.7, \"weather\": \"drizzle\"}, {\"date\": \"2012-01-02T00:00:00\", \"precipitation\": 10.9, \"temp_max\": 10.6, \"temp_min\": 2.8, \"wind\": 4.5, \"weather\": \"rain\"}, {\"date\": \"2012-01-03T00:00:00\", \"precipitation\": 0.8, \"temp_max\": 11.7, \"temp_min\": 7.2, \"wind\": 2.3, \"weather\": \"rain\"}, {\"date\": \"2012-01-04T00:00:00\", \"precipitation\": 20.3, \"temp_max\": 12.2, \"temp_min\": 5.6, \"wind\": 4.7, \"weather\": \"rain\"}, {\"date\": \"2012-01-05T00:00:00\", \"precipitation\": 1.3, \"temp_max\": 8.9, \"temp_min\": 2.8, \"wind\": 6.1, \"weather\": \"rain\"}, {\"date\": \"2012-01-06T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 4.4, \"temp_min\": 2.2, \"wind\": 2.2, \"weather\": \"rain\"}, {\"date\": \"2012-01-07T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 7.2, \"temp_min\": 2.8, \"wind\": 2.3, \"weather\": \"rain\"}, {\"date\": \"2012-01-08T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 10.0, \"temp_min\": 2.8, \"wind\": 2.0, \"weather\": \"sun\"}, {\"date\": \"2012-01-09T00:00:00\", \"precipitation\": 4.3, \"temp_max\": 9.4, \"temp_min\": 5.0, \"wind\": 3.4, \"weather\": \"rain\"}, {\"date\": \"2012-01-10T00:00:00\", \"precipitation\": 1.0, \"temp_max\": 6.1, \"temp_min\": 0.6, \"wind\": 3.4, \"weather\": \"rain\"}, {\"date\": \"2012-01-11T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.1, \"temp_min\": -1.1, \"wind\": 5.1, \"weather\": \"sun\"}, {\"date\": \"2012-01-12T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.1, \"temp_min\": -1.7, \"wind\": 1.9, \"weather\": \"sun\"}, {\"date\": \"2012-01-13T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 5.0, \"temp_min\": -2.8, \"wind\": 1.3, \"weather\": \"sun\"}, {\"date\": \"2012-01-14T00:00:00\", \"precipitation\": 4.1, \"temp_max\": 4.4, \"temp_min\": 0.6, \"wind\": 5.3, \"weather\": \"snow\"}, {\"date\": \"2012-01-15T00:00:00\", \"precipitation\": 5.3, \"temp_max\": 1.1, \"temp_min\": -3.3, \"wind\": 3.2, \"weather\": \"snow\"}, {\"date\": \"2012-01-16T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 1.7, \"temp_min\": -2.8, \"wind\": 5.0, \"weather\": \"snow\"}, {\"date\": \"2012-01-17T00:00:00\", \"precipitation\": 8.1, \"temp_max\": 3.3, \"temp_min\": 0.0, \"wind\": 5.6, \"weather\": \"snow\"}, {\"date\": \"2012-01-18T00:00:00\", \"precipitation\": 19.8, \"temp_max\": 0.0, \"temp_min\": -2.8, \"wind\": 5.0, \"weather\": \"snow\"}, {\"date\": \"2012-01-19T00:00:00\", \"precipitation\": 15.2, \"temp_max\": -1.1, \"temp_min\": -2.8, \"wind\": 1.6, \"weather\": \"snow\"}, {\"date\": \"2012-01-20T00:00:00\", \"precipitation\": 13.5, \"temp_max\": 7.2, \"temp_min\": -1.1, \"wind\": 2.3, \"weather\": \"snow\"}, {\"date\": \"2012-01-21T00:00:00\", \"precipitation\": 3.0, \"temp_max\": 8.3, \"temp_min\": 3.3, \"wind\": 8.2, \"weather\": \"rain\"}, {\"date\": \"2012-01-22T00:00:00\", \"precipitation\": 6.1, \"temp_max\": 6.7, \"temp_min\": 2.2, \"wind\": 4.8, \"weather\": \"rain\"}, {\"date\": \"2012-01-23T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 8.3, \"temp_min\": 1.1, \"wind\": 3.6, \"weather\": \"rain\"}, {\"date\": \"2012-01-24T00:00:00\", \"precipitation\": 8.6, \"temp_max\": 10.0, \"temp_min\": 2.2, \"wind\": 5.1, \"weather\": \"rain\"}, {\"date\": \"2012-01-25T00:00:00\", \"precipitation\": 8.1, \"temp_max\": 8.9, \"temp_min\": 4.4, \"wind\": 5.4, \"weather\": \"rain\"}, {\"date\": \"2012-01-26T00:00:00\", \"precipitation\": 4.8, \"temp_max\": 8.9, \"temp_min\": 1.1, \"wind\": 4.8, \"weather\": \"rain\"}, {\"date\": \"2012-01-27T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.7, \"temp_min\": -2.2, \"wind\": 1.4, \"weather\": \"drizzle\"}, {\"date\": \"2012-01-28T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.7, \"temp_min\": 0.6, \"wind\": 2.2, \"weather\": \"rain\"}, {\"date\": \"2012-01-29T00:00:00\", \"precipitation\": 27.7, \"temp_max\": 9.4, \"temp_min\": 3.9, \"wind\": 4.5, \"weather\": \"rain\"}, {\"date\": \"2012-01-30T00:00:00\", \"precipitation\": 3.6, \"temp_max\": 8.3, \"temp_min\": 6.1, \"wind\": 5.1, \"weather\": \"rain\"}, {\"date\": \"2012-01-31T00:00:00\", \"precipitation\": 1.8, \"temp_max\": 9.4, \"temp_min\": 6.1, \"wind\": 3.9, \"weather\": \"rain\"}, {\"date\": \"2012-02-01T00:00:00\", \"precipitation\": 13.5, \"temp_max\": 8.9, \"temp_min\": 3.3, \"wind\": 2.7, \"weather\": \"rain\"}, {\"date\": \"2012-02-02T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 8.3, \"temp_min\": 1.7, \"wind\": 2.6, \"weather\": \"sun\"}, {\"date\": \"2012-02-03T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 14.4, \"temp_min\": 2.2, \"wind\": 5.3, \"weather\": \"sun\"}, {\"date\": \"2012-02-04T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 15.6, \"temp_min\": 5.0, \"wind\": 4.3, \"weather\": \"sun\"}, {\"date\": \"2012-02-05T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 13.9, \"temp_min\": 1.7, \"wind\": 2.9, \"weather\": \"sun\"}, {\"date\": \"2012-02-06T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 16.1, \"temp_min\": 1.7, \"wind\": 5.0, \"weather\": \"sun\"}, {\"date\": \"2012-02-07T00:00:00\", \"precipitation\": 0.3, \"temp_max\": 15.6, \"temp_min\": 7.8, \"wind\": 5.3, \"weather\": \"rain\"}, {\"date\": \"2012-02-08T00:00:00\", \"precipitation\": 2.8, \"temp_max\": 10.0, \"temp_min\": 5.0, \"wind\": 2.7, \"weather\": \"rain\"}, {\"date\": \"2012-02-09T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 11.1, \"temp_min\": 7.8, \"wind\": 2.4, \"weather\": \"rain\"}, {\"date\": \"2012-02-10T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 12.8, \"temp_min\": 6.7, \"wind\": 3.0, \"weather\": \"rain\"}, {\"date\": \"2012-02-11T00:00:00\", \"precipitation\": 0.8, \"temp_max\": 8.9, \"temp_min\": 5.6, \"wind\": 3.4, \"weather\": \"rain\"}, {\"date\": \"2012-02-12T00:00:00\", \"precipitation\": 1.0, \"temp_max\": 8.3, \"temp_min\": 5.0, \"wind\": 1.3, \"weather\": \"rain\"}, {\"date\": \"2012-02-13T00:00:00\", \"precipitation\": 11.4, \"temp_max\": 7.2, \"temp_min\": 4.4, \"wind\": 1.4, \"weather\": \"rain\"}, {\"date\": \"2012-02-14T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 6.7, \"temp_min\": 1.1, \"wind\": 3.1, \"weather\": \"rain\"}, {\"date\": \"2012-02-15T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 7.2, \"temp_min\": 0.6, \"wind\": 1.8, \"weather\": \"drizzle\"}, {\"date\": \"2012-02-16T00:00:00\", \"precipitation\": 1.8, 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       "text/plain": [
@@ -669,28 +698,28 @@
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        "\n",
        "<style>\n",
-       "  #altair-viz-6482abae55cf44fa8e9d10f8af55af7c.vega-embed {\n",
+       "  #altair-viz-1d89942b83264b1fba257fadb370a56a.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-6482abae55cf44fa8e9d10f8af55af7c.vega-embed details,\n",
-       "  #altair-viz-6482abae55cf44fa8e9d10f8af55af7c.vega-embed details summary {\n",
+       "  #altair-viz-1d89942b83264b1fba257fadb370a56a.vega-embed details,\n",
+       "  #altair-viz-1d89942b83264b1fba257fadb370a56a.vega-embed details summary {\n",
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        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-6482abae55cf44fa8e9d10f8af55af7c\"></div>\n",
+       "<div id=\"altair-viz-1d89942b83264b1fba257fadb370a56a\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
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-       "      outputDiv = document.getElementById(\"altair-viz-6482abae55cf44fa8e9d10f8af55af7c\");\n",
+       "    if (outputDiv.id !== \"altair-viz-1d89942b83264b1fba257fadb370a56a\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-1d89942b83264b1fba257fadb370a56a\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.16.3?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
@@ -726,12 +755,12 @@
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        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.16.3\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
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        "</script>"
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       "text/plain": [
@@ -799,28 +828,28 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-4a5f4e804efe42fbb3cf5f9a730ad8fe.vega-embed {\n",
+       "  #altair-viz-15fc506e462f4b65b15cd0f667d4cf1e.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-4a5f4e804efe42fbb3cf5f9a730ad8fe.vega-embed details,\n",
-       "  #altair-viz-4a5f4e804efe42fbb3cf5f9a730ad8fe.vega-embed details summary {\n",
+       "  #altair-viz-15fc506e462f4b65b15cd0f667d4cf1e.vega-embed details,\n",
+       "  #altair-viz-15fc506e462f4b65b15cd0f667d4cf1e.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-4a5f4e804efe42fbb3cf5f9a730ad8fe\"></div>\n",
+       "<div id=\"altair-viz-15fc506e462f4b65b15cd0f667d4cf1e\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-4a5f4e804efe42fbb3cf5f9a730ad8fe\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-4a5f4e804efe42fbb3cf5f9a730ad8fe\");\n",
+       "    if (outputDiv.id !== \"altair-viz-15fc506e462f4b65b15cd0f667d4cf1e\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-15fc506e462f4b65b15cd0f667d4cf1e\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.16.3?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
@@ -856,12 +885,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.16.3\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
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       "text/plain": [
@@ -931,28 +960,28 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-cc0b0ba934384e18981591be1eb88841.vega-embed {\n",
+       "  #altair-viz-8336c7329ea542d18746376c7c3ff814.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-cc0b0ba934384e18981591be1eb88841.vega-embed details,\n",
-       "  #altair-viz-cc0b0ba934384e18981591be1eb88841.vega-embed details summary {\n",
+       "  #altair-viz-8336c7329ea542d18746376c7c3ff814.vega-embed details,\n",
+       "  #altair-viz-8336c7329ea542d18746376c7c3ff814.vega-embed details summary {\n",
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        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-cc0b0ba934384e18981591be1eb88841\"></div>\n",
+       "<div id=\"altair-viz-8336c7329ea542d18746376c7c3ff814\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
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-       "      outputDiv = document.getElementById(\"altair-viz-cc0b0ba934384e18981591be1eb88841\");\n",
+       "    if (outputDiv.id !== \"altair-viz-8336c7329ea542d18746376c7c3ff814\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-8336c7329ea542d18746376c7c3ff814\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.16.3?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
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        "\n",
@@ -988,12 +1017,12 @@
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        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.16.3\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
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       "text/plain": [
@@ -1063,28 +1092,28 @@
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        "\n",
        "<style>\n",
-       "  #altair-viz-d1d01b70370e4caea23d64574f524a0f.vega-embed {\n",
+       "  #altair-viz-c28ceaeac3dd43cb8aa3dc3b7bab06da.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-d1d01b70370e4caea23d64574f524a0f.vega-embed details,\n",
-       "  #altair-viz-d1d01b70370e4caea23d64574f524a0f.vega-embed details summary {\n",
+       "  #altair-viz-c28ceaeac3dd43cb8aa3dc3b7bab06da.vega-embed details,\n",
+       "  #altair-viz-c28ceaeac3dd43cb8aa3dc3b7bab06da.vega-embed details summary {\n",
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        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-d1d01b70370e4caea23d64574f524a0f\"></div>\n",
+       "<div id=\"altair-viz-c28ceaeac3dd43cb8aa3dc3b7bab06da\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
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-       "      outputDiv = document.getElementById(\"altair-viz-d1d01b70370e4caea23d64574f524a0f\");\n",
+       "    if (outputDiv.id !== \"altair-viz-c28ceaeac3dd43cb8aa3dc3b7bab06da\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-c28ceaeac3dd43cb8aa3dc3b7bab06da\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.16.3?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
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        "\n",
@@ -1120,12 +1149,12 @@
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        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.16.3\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
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       "text/plain": [
@@ -1147,28 +1176,28 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-165b1cc8c99c455a8474709096aa1ac4.vega-embed {\n",
+       "  #altair-viz-f890f0e185d444078ccfc939326af650.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-165b1cc8c99c455a8474709096aa1ac4.vega-embed details,\n",
-       "  #altair-viz-165b1cc8c99c455a8474709096aa1ac4.vega-embed details summary {\n",
+       "  #altair-viz-f890f0e185d444078ccfc939326af650.vega-embed details,\n",
+       "  #altair-viz-f890f0e185d444078ccfc939326af650.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-165b1cc8c99c455a8474709096aa1ac4\"></div>\n",
+       "<div id=\"altair-viz-f890f0e185d444078ccfc939326af650\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-165b1cc8c99c455a8474709096aa1ac4\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-165b1cc8c99c455a8474709096aa1ac4\");\n",
+       "    if (outputDiv.id !== \"altair-viz-f890f0e185d444078ccfc939326af650\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-f890f0e185d444078ccfc939326af650\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.16.3?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
@@ -1204,12 +1233,12 @@
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        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.16.3\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
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1\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}]}}, {\"mode\": \"vega-lite\"});\n",
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\"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"same_field_grt3\", 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\"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 1\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 2\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 3\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 4\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"cartesian_coordinate\", \"pref_description\": \"Cartesian coordinates.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_tick\", \"pref_description\": \"Tick mark for summary tasks.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"linear_y\", \"pref_description\": \"Linear scale with y channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"linear_x\", \"pref_description\": \"Linear scale with x channel.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 1, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"linear_scale\", \"pref_description\": \"linear scale.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"continuous_pos_not_zero\", \"pref_description\": \"Prefer zero continuous positional.\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"continuous_not_zero\", \"pref_description\": \"Prefer to include zero for continuous (binned doesn't need zero).\", \"count\": 1, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"encoding_field\", \"pref_description\": \"Prefer to use fewer encodings with fields (count does not have a field).\", \"count\": 2, \"weight\": 6}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"encoding\", \"pref_description\": \"Prefer to use fewer encodings.\", \"count\": 2, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"bin\", \"pref_description\": \"Prefer to not bin.\", \"count\": 1, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"log_y\", \"pref_description\": \"Log scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_continuous_x\", \"pref_description\": \"Continuous x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"stack_normalize\", \"pref_description\": \"Normalize between groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_continuous_y\", \"pref_description\": \"Continuous y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"log_x\", \"pref_description\": \"Log scale with x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"high_cardinality_size\", \"pref_description\": \"Prefer not to use size when the cardinality is large on x or y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"high_cardinality_ordinal\", \"pref_description\": \"Prefer not to use ordinal for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_continuous_color\", \"pref_description\": \"Continuous color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_detail\", \"pref_description\": \"Interesting on detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"high_cardinality_shape\", \"pref_description\": \"Prefer not to use high cardinality ordinal for shape.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"x_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_group_by_raw\", \"pref_description\": \"Aggregate plots should not use raw continuous as group by.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"only_y\", \"pref_description\": \"Prefer to use only x instead of only y.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"number_categorical\", \"pref_description\": \"Should not use categorical scale for number field.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_color\", \"pref_description\": \"Ordinal scale with color channel.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_no_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_bar\", \"pref_description\": \"Bar mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_shape\", \"pref_description\": \"Ordinal scale with shape channel.\", \"count\": 0, \"weight\": 11}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_tick\", \"pref_description\": \"Tick mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"same_field\", \"pref_description\": \"Prefer not to use the same field twice for the same mark.\", \"count\": 0, \"weight\": 8}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_bar\", \"pref_description\": \"Bar mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"d_d_text\", \"pref_description\": \"Discrete by discrete for text mark.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"bin_high\", \"pref_description\": \"Prefer binning with at most 12 buckets.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"size_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_shape\", \"pref_description\": \"Interesting on shape channel.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_agg\", \"pref_description\": \"Prefer not to aggregate for value tasks.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"same_field_grt3\", \"pref_description\": \"Prefer not to use the same field three or more times for the same mark.\", \"count\": 0, \"weight\": 16}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_continuous_x\", \"pref_description\": \"Continuous x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_column\", \"pref_description\": \"Interesting on column channel.\", \"count\": 0, \"weight\": 7}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"multi_non_pos\", \"pref_description\": \"Prefer not to use multiple non-positional encoding channels.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_y\", \"pref_description\": \"Interesting on y channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_no_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 30}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"linear_size\", \"pref_description\": \"Linear scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_overlap_text\", \"pref_description\": \"Continuous by discrete for text mark.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_no_overlap_bar\", \"pref_description\": \"Continuous by discrete for bar mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"log_scale\", \"pref_description\": \"log scale.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"polar_coordinate\", \"pref_description\": \"Polar coordinates.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_line\", \"pref_description\": \"Line mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"bin_low_unique\", \"pref_description\": \"Binned field should not have too less unique values.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"high_cardinality_categorical_grt10\", \"pref_description\": \"Prefer not to use categorical (color) for fields with high cardinality.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_count\", \"pref_description\": \"Count as aggregate op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"date_not_x\", \"pref_description\": \"Prefer datetime on x.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_y\", \"pref_description\": \"Discrete y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_text\", \"pref_description\": \"Interesting on text channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_no_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_text\", \"pref_description\": \"Discrete text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_text\", \"pref_description\": \"Ordinal scale with text channel.\", \"count\": 0, \"weight\": 32}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"color_entropy_high\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"x_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_size\", \"pref_description\": \"Interesting on size channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_x\", \"pref_description\": \"Discrete x for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_rect\", \"pref_description\": \"Rect mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_continuous_color\", \"pref_description\": \"Continuous color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_continuous_text\", \"pref_description\": \"Continuous text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_stdev\", \"pref_description\": \"Stdev as aggregate op.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_c_text\", \"pref_description\": \"Continuous by continuous for text mark.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"bin_not_linear\", \"pref_description\": \"Prefer linear scale for bin.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"log_size\", \"pref_description\": \"Log scale with size channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_area\", \"pref_description\": \"Area mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_color\", \"pref_description\": \"Discrete color for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_continuous_text\", \"pref_description\": \"Continuous text for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"log_color\", \"pref_description\": \"Log scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_color\", \"pref_description\": \"Discrete color for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_detail\", \"pref_description\": \"Ordinal scale with detail channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"count_grt1\", \"pref_description\": \"Prefer not to use count more than once.\", \"count\": 0, \"weight\": 50}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_overlap_area\", \"pref_description\": \"Continuous by discrete for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"horizontal_scrolling_col\", \"pref_description\": \"Avoid high cardinality on column as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"x_y_raw\", \"pref_description\": \"Prefer not to use plot with both x and y discrete and no aggregate as it leads to occlusion.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_continuous_size\", \"pref_description\": \"Continuous size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_sum\", \"pref_description\": \"Sum as aggregate op.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_size\", \"pref_description\": \"Discrete size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_y\", \"pref_description\": \"Discrete y for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"number_linear\", \"pref_description\": \"Prefer use linear for numbers with high cardinality.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"categorical_scale\", \"pref_description\": \"categorical scale.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_c_area\", \"pref_description\": \"Continuous by continuous for area mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"size_not_zero\", \"pref_description\": \"Prefer zero size (even when binned).\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"linear_text\", \"pref_description\": \"Linear scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_continuous_size\", \"pref_description\": \"Continuous size for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_continuous_y\", \"pref_description\": \"Continuous y for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"size_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_color\", \"pref_description\": \"Interesting on color channel.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_detail\", \"pref_description\": \"Discrete detail for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"d_d_overlap\", \"pref_description\": \"Prefer not to overlap with DxD.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"non_pos_used_before_pos\", \"pref_description\": \"Prefer not to use non-positional channels until all positional channels are used.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"cross_zero\", \"pref_description\": \"Prefer not to include zero as baseline when the range of data crosses zero.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"stack_center\", \"pref_description\": \"Center groupbys as stack op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"d_d_rect\", \"pref_description\": \"Discrete by discrete for rect mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_discrete_shape\", \"pref_description\": \"Discrete shape for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"log_text\", \"pref_description\": \"Log scale with text channel.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_min\", \"pref_description\": \"Min as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"linear_color\", \"pref_description\": \"Linear scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"horizontal_scrolling_x\", \"pref_description\": \"Avoid high cardinality on x as it causes horizontal scrolling.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_detail\", \"pref_description\": \"Discrete detail for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_x\", \"pref_description\": \"Interesting on x channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"position_entropy\", \"pref_description\": \"Overplotting. Prefer not to use x and y for continuous with high cardinality and low entropy without aggregation because the points will overplot.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_no_overlap_tick\", \"pref_description\": \"Continuous by discrete for tick mark.\", \"count\": 0, \"weight\": 25}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"y_row\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_max\", \"pref_description\": \"Max as aggregate op.\", \"count\": 0, \"weight\": 4}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_no_overlap_point\", \"pref_description\": \"Continuous by discrete for point mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"date_scale\", \"pref_description\": \"Prefer to use linear/ordinal scale type with dates.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_no_discrete\", \"pref_description\": \"Aggregate should also have a discrete encoding to group by.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_shape\", \"pref_description\": \"Discrete shape for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_area\", \"pref_description\": \"Area mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_rect\", \"pref_description\": \"Rect mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"binned_orientation_not_x\", \"pref_description\": \"Prefer binned quantitative on x axis.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_c_point\", \"pref_description\": \"Continuous by continuous for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_line\", \"pref_description\": \"Line mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"y_col\", \"pref_description\": \"Positional interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_x\", \"pref_description\": \"Ordinal scale with x channel.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_col\", \"pref_description\": \"Prefer not to use continuous on x, discrete on y, and column.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate\", \"pref_description\": \"Prefer to use raw (no aggregate).\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_text\", \"pref_description\": \"Discrete text for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"interesting_row\", \"pref_description\": \"Interesting on row channel.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_text\", \"pref_description\": \"Text mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_median\", \"pref_description\": \"Median as aggregate op.\", \"count\": 0, \"weight\": 3}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"color_entropy_low\", \"pref_description\": \"Entropy, primary quantive interactions as suggested by Kim et al.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_size\", \"pref_description\": \"Ordinal scale with size channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_size\", \"pref_description\": \"Discrete size for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"categorical_color\", \"pref_description\": \"Categorical scale with color channel.\", \"count\": 0, \"weight\": 10}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_c_line\", \"pref_description\": \"Continuous by continuous for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"aggregate_mean\", \"pref_description\": \"Mean as aggregate op.\", \"count\": 0, \"weight\": 1}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"bin_low\", \"pref_description\": \"Prefer binning with more than 7 buckets.\", \"count\": 0, \"weight\": 6}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_y\", \"pref_description\": \"Ordinal scale with y channel.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"stack_zero\", \"pref_description\": \"Zero base for stack op.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"c_d_overlap_line\", \"pref_description\": \"Continuous by discrete for line mark.\", \"count\": 0, \"weight\": 20}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"ordinal_scale\", \"pref_description\": \"ordinal scale.\", \"count\": 0, \"weight\": 2}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"value_point\", \"pref_description\": \"Point mark for value tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"d_d_point\", \"pref_description\": \"Discrete by discrete for point mark.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"skew_zero\", \"pref_description\": \"Prefer not to use zero when the difference between min and max is smaller than distance to 0.\", \"count\": 0, \"weight\": 5}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_point\", \"pref_description\": \"Point mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_facet\", \"pref_description\": \"Prefer not to use facet for summary tasks as it makes it difficult to compare.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_text\", \"pref_description\": \"Text mark for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"summary_discrete_x\", \"pref_description\": \"Discrete x for summary tasks.\", \"count\": 0, \"weight\": 0}, {\"chart_name\": \"Rec 5\", \"pref_name\": \"only_discrete\", \"pref_description\": \"Only discrete encoding channels are used in a mark.\", \"count\": 0, \"weight\": 30}]}}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -1369,28 +1398,28 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-4f563ad304f14fce8b127148b2a58a95.vega-embed {\n",
+       "  #altair-viz-4717c1fe9fbc44ae96b6c6e69c7c14a4.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-4f563ad304f14fce8b127148b2a58a95.vega-embed details,\n",
-       "  #altair-viz-4f563ad304f14fce8b127148b2a58a95.vega-embed details summary {\n",
+       "  #altair-viz-4717c1fe9fbc44ae96b6c6e69c7c14a4.vega-embed details,\n",
+       "  #altair-viz-4717c1fe9fbc44ae96b6c6e69c7c14a4.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-4f563ad304f14fce8b127148b2a58a95\"></div>\n",
+       "<div id=\"altair-viz-4717c1fe9fbc44ae96b6c6e69c7c14a4\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-4f563ad304f14fce8b127148b2a58a95\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-4f563ad304f14fce8b127148b2a58a95\");\n",
+       "    if (outputDiv.id !== \"altair-viz-4717c1fe9fbc44ae96b6c6e69c7c14a4\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-4717c1fe9fbc44ae96b6c6e69c7c14a4\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.16.3?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
@@ -1426,12 +1455,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.16.3\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"name\": \"data-6881b3c76720a51ecae2e2fb5659aff4\"}, \"mark\": {\"type\": \"point\"}, \"encoding\": {\"size\": {\"aggregate\": \"count\", \"scale\": {\"type\": \"linear\", \"zero\": true}}, \"x\": {\"bin\": {\"maxbins\": 10}, \"field\": \"temp_max\", \"scale\": {\"type\": \"linear\"}, \"type\": \"quantitative\"}, \"y\": {\"field\": \"precipitation\", \"type\": \"ordinal\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.20.1.json\", \"datasets\": {\"data-6881b3c76720a51ecae2e2fb5659aff4\": [{\"date\": \"2012-01-01T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 12.8, \"temp_min\": 5.0, \"wind\": 4.7, \"weather\": \"drizzle\"}, {\"date\": \"2012-01-02T00:00:00\", \"precipitation\": 10.9, \"temp_max\": 10.6, \"temp_min\": 2.8, \"wind\": 4.5, \"weather\": \"rain\"}, {\"date\": \"2012-01-03T00:00:00\", \"precipitation\": 0.8, \"temp_max\": 11.7, \"temp_min\": 7.2, 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{\"date\": \"2012-01-11T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.1, \"temp_min\": -1.1, \"wind\": 5.1, \"weather\": \"sun\"}, {\"date\": \"2012-01-12T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.1, \"temp_min\": -1.7, \"wind\": 1.9, \"weather\": \"sun\"}, {\"date\": \"2012-01-13T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 5.0, \"temp_min\": -2.8, \"wind\": 1.3, \"weather\": \"sun\"}, {\"date\": \"2012-01-14T00:00:00\", \"precipitation\": 4.1, \"temp_max\": 4.4, \"temp_min\": 0.6, \"wind\": 5.3, \"weather\": \"snow\"}, {\"date\": \"2012-01-15T00:00:00\", \"precipitation\": 5.3, \"temp_max\": 1.1, \"temp_min\": -3.3, \"wind\": 3.2, \"weather\": \"snow\"}, {\"date\": \"2012-01-16T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 1.7, \"temp_min\": -2.8, \"wind\": 5.0, \"weather\": \"snow\"}, {\"date\": \"2012-01-17T00:00:00\", \"precipitation\": 8.1, \"temp_max\": 3.3, \"temp_min\": 0.0, \"wind\": 5.6, \"weather\": \"snow\"}, {\"date\": \"2012-01-18T00:00:00\", \"precipitation\": 19.8, \"temp_max\": 0.0, \"temp_min\": -2.8, \"wind\": 5.0, \"weather\": \"snow\"}, {\"date\": \"2012-01-19T00:00:00\", \"precipitation\": 15.2, \"temp_max\": -1.1, \"temp_min\": -2.8, \"wind\": 1.6, \"weather\": \"snow\"}, {\"date\": \"2012-01-20T00:00:00\", \"precipitation\": 13.5, \"temp_max\": 7.2, \"temp_min\": -1.1, \"wind\": 2.3, \"weather\": \"snow\"}, {\"date\": \"2012-01-21T00:00:00\", \"precipitation\": 3.0, \"temp_max\": 8.3, \"temp_min\": 3.3, \"wind\": 8.2, \"weather\": \"rain\"}, {\"date\": \"2012-01-22T00:00:00\", \"precipitation\": 6.1, \"temp_max\": 6.7, \"temp_min\": 2.2, \"wind\": 4.8, \"weather\": \"rain\"}, {\"date\": \"2012-01-23T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 8.3, \"temp_min\": 1.1, \"wind\": 3.6, \"weather\": \"rain\"}, {\"date\": \"2012-01-24T00:00:00\", \"precipitation\": 8.6, \"temp_max\": 10.0, \"temp_min\": 2.2, \"wind\": 5.1, \"weather\": \"rain\"}, {\"date\": \"2012-01-25T00:00:00\", \"precipitation\": 8.1, \"temp_max\": 8.9, \"temp_min\": 4.4, \"wind\": 5.4, \"weather\": \"rain\"}, {\"date\": \"2012-01-26T00:00:00\", \"precipitation\": 4.8, \"temp_max\": 8.9, \"temp_min\": 1.1, \"wind\": 4.8, \"weather\": \"rain\"}, {\"date\": \"2012-01-27T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.7, \"temp_min\": -2.2, \"wind\": 1.4, \"weather\": \"drizzle\"}, {\"date\": \"2012-01-28T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.7, \"temp_min\": 0.6, \"wind\": 2.2, \"weather\": \"rain\"}, {\"date\": \"2012-01-29T00:00:00\", \"precipitation\": 27.7, \"temp_max\": 9.4, \"temp_min\": 3.9, \"wind\": 4.5, \"weather\": \"rain\"}, {\"date\": \"2012-01-30T00:00:00\", \"precipitation\": 3.6, \"temp_max\": 8.3, \"temp_min\": 6.1, \"wind\": 5.1, \"weather\": \"rain\"}, {\"date\": \"2012-01-31T00:00:00\", \"precipitation\": 1.8, \"temp_max\": 9.4, \"temp_min\": 6.1, \"wind\": 3.9, \"weather\": \"rain\"}, {\"date\": \"2012-02-01T00:00:00\", \"precipitation\": 13.5, \"temp_max\": 8.9, \"temp_min\": 3.3, \"wind\": 2.7, \"weather\": \"rain\"}, {\"date\": \"2012-02-02T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 8.3, \"temp_min\": 1.7, \"wind\": 2.6, \"weather\": \"sun\"}, {\"date\": \"2012-02-03T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 14.4, \"temp_min\": 2.2, \"wind\": 5.3, \"weather\": \"sun\"}, {\"date\": \"2012-02-04T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 15.6, \"temp_min\": 5.0, \"wind\": 4.3, \"weather\": \"sun\"}, {\"date\": \"2012-02-05T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 13.9, \"temp_min\": 1.7, \"wind\": 2.9, \"weather\": \"sun\"}, {\"date\": \"2012-02-06T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 16.1, \"temp_min\": 1.7, \"wind\": 5.0, \"weather\": \"sun\"}, {\"date\": \"2012-02-07T00:00:00\", \"precipitation\": 0.3, \"temp_max\": 15.6, \"temp_min\": 7.8, \"wind\": 5.3, \"weather\": \"rain\"}, {\"date\": \"2012-02-08T00:00:00\", \"precipitation\": 2.8, \"temp_max\": 10.0, \"temp_min\": 5.0, \"wind\": 2.7, \"weather\": \"rain\"}, {\"date\": \"2012-02-09T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 11.1, \"temp_min\": 7.8, \"wind\": 2.4, \"weather\": \"rain\"}, {\"date\": \"2012-02-10T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 12.8, \"temp_min\": 6.7, \"wind\": 3.0, \"weather\": \"rain\"}, {\"date\": \"2012-02-11T00:00:00\", \"precipitation\": 0.8, \"temp_max\": 8.9, \"temp_min\": 5.6, \"wind\": 3.4, \"weather\": \"rain\"}, {\"date\": \"2012-02-12T00:00:00\", \"precipitation\": 1.0, \"temp_max\": 8.3, \"temp_min\": 5.0, \"wind\": 1.3, \"weather\": \"rain\"}, {\"date\": \"2012-02-13T00:00:00\", \"precipitation\": 11.4, \"temp_max\": 7.2, \"temp_min\": 4.4, \"wind\": 1.4, \"weather\": \"rain\"}, {\"date\": \"2012-02-14T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 6.7, \"temp_min\": 1.1, \"wind\": 3.1, \"weather\": \"rain\"}, {\"date\": \"2012-02-15T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 7.2, \"temp_min\": 0.6, \"wind\": 1.8, \"weather\": \"drizzle\"}, {\"date\": 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@@ -1474,28 +1503,28 @@
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-       "  #altair-viz-741505b9a91e49c8b029a8843695d179.vega-embed {\n",
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-       "  #altair-viz-741505b9a91e49c8b029a8843695d179.vega-embed details summary {\n",
+       "  #altair-viz-921bf22356664637bb0a1038013bbc23.vega-embed details,\n",
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-       "<div id=\"altair-viz-741505b9a91e49c8b029a8843695d179\"></div>\n",
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-       "      outputDiv = document.getElementById(\"altair-viz-741505b9a91e49c8b029a8843695d179\");\n",
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+       "      outputDiv = document.getElementById(\"altair-viz-921bf22356664637bb0a1038013bbc23\");\n",
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        "    const paths = {\n",
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        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
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        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
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        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
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       "text/plain": [
@@ -1579,28 +1608,28 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-963b575a878c499ea18dc1e4b93362e0.vega-embed {\n",
+       "  #altair-viz-51374f8d168546c8921a17975e89753c.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-963b575a878c499ea18dc1e4b93362e0.vega-embed details,\n",
-       "  #altair-viz-963b575a878c499ea18dc1e4b93362e0.vega-embed details summary {\n",
+       "  #altair-viz-51374f8d168546c8921a17975e89753c.vega-embed details,\n",
+       "  #altair-viz-51374f8d168546c8921a17975e89753c.vega-embed details summary {\n",
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        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-963b575a878c499ea18dc1e4b93362e0\"></div>\n",
+       "<div id=\"altair-viz-51374f8d168546c8921a17975e89753c\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
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-       "      outputDiv = document.getElementById(\"altair-viz-963b575a878c499ea18dc1e4b93362e0\");\n",
+       "    if (outputDiv.id !== \"altair-viz-51374f8d168546c8921a17975e89753c\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-51374f8d168546c8921a17975e89753c\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.16.3?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
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@@ -1636,12 +1665,12 @@
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        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.16.3\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
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       "text/plain": [
@@ -1663,28 +1692,28 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-6c9d23c112ab4b8f9dc93852b7659820.vega-embed {\n",
+       "  #altair-viz-2760bb5e6ca74f7398c5e206542f529c.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-6c9d23c112ab4b8f9dc93852b7659820.vega-embed details,\n",
-       "  #altair-viz-6c9d23c112ab4b8f9dc93852b7659820.vega-embed details summary {\n",
+       "  #altair-viz-2760bb5e6ca74f7398c5e206542f529c.vega-embed details,\n",
+       "  #altair-viz-2760bb5e6ca74f7398c5e206542f529c.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-6c9d23c112ab4b8f9dc93852b7659820\"></div>\n",
+       "<div id=\"altair-viz-2760bb5e6ca74f7398c5e206542f529c\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-6c9d23c112ab4b8f9dc93852b7659820\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-6c9d23c112ab4b8f9dc93852b7659820\");\n",
+       "    if (outputDiv.id !== \"altair-viz-2760bb5e6ca74f7398c5e206542f529c\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-2760bb5e6ca74f7398c5e206542f529c\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.16.3?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
@@ -1720,12 +1749,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.16.3\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
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\"pref_description\": \"N/A\", \"count\": 0, \"weight\": 30}]}}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -1954,7 +1983,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": ".venv",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -1968,7 +1997,12 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.4"
+   "version": "3.10.0"
+  },
+  "vscode": {
+   "interpreter": {
+    "hash": "ad2bdc8ecc057115af97d19610ffacc2b4e99fae6737bb82f5d7fb13d2f2c186"
+   }
   }
  },
  "nbformat": 4,
diff --git a/docs/applications/draco1_vs_draco2.ipynb b/docs/applications/draco1_vs_draco2.ipynb
index 7b5993e4..e2aba562 100644
--- a/docs/applications/draco1_vs_draco2.ipynb
+++ b/docs/applications/draco1_vs_draco2.ipynb
@@ -68,8 +68,9 @@
    },
    "outputs": [],
    "source": [
-    "# Installing `clyngor` and `pandas` prior to `draco1`, as they are needed for the build\n",
-    "!uv pip install -q 'git+https://github.com/peter-gy/draco.git@named-to-draco1#draco1'"
+    "# Installing `clyngor` prior to `draco1`, as it is a build requirement\n",
+    "!pip -qq install --upgrade pip && pip -qq install clyngor\n",
+    "!pip install -qq 'git+https://github.com/peter-gy/draco.git@named-to-draco1#draco1'"
    ]
   },
   {
@@ -86,7 +87,7 @@
     {
      "data": {
       "text/markdown": [
-       "Comparing _Draco 1: v0.0.9_ with _Draco 2: v2.0.1_"
+       "Comparing _Draco 1: v0.0.9_ with _Draco 2: v2.0.0b5_"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -591,28 +592,28 @@
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        "\n",
        "<style>\n",
-       "  #altair-viz-4513f6b20a1e4990a49c2a6906583c0d.vega-embed {\n",
+       "  #altair-viz-019b9c356f824b5a8934ab2579aa6df8.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-4513f6b20a1e4990a49c2a6906583c0d.vega-embed details,\n",
-       "  #altair-viz-4513f6b20a1e4990a49c2a6906583c0d.vega-embed details summary {\n",
+       "  #altair-viz-019b9c356f824b5a8934ab2579aa6df8.vega-embed details,\n",
+       "  #altair-viz-019b9c356f824b5a8934ab2579aa6df8.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-4513f6b20a1e4990a49c2a6906583c0d\"></div>\n",
+       "<div id=\"altair-viz-019b9c356f824b5a8934ab2579aa6df8\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-4513f6b20a1e4990a49c2a6906583c0d\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-4513f6b20a1e4990a49c2a6906583c0d\");\n",
+       "    if (outputDiv.id !== \"altair-viz-019b9c356f824b5a8934ab2579aa6df8\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-019b9c356f824b5a8934ab2579aa6df8\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
@@ -648,12 +649,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"name\": \"data-6881b3c76720a51ecae2e2fb5659aff4\"}, \"mark\": {\"type\": \"bar\"}, \"encoding\": {\"x\": {\"field\": \"weather\", \"type\": \"ordinal\"}, \"y\": {\"aggregate\": \"mean\", \"field\": \"temp_max\", \"scale\": {\"zero\": true}, \"type\": \"quantitative\"}}, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.20.1.json\", \"datasets\": {\"data-6881b3c76720a51ecae2e2fb5659aff4\": [{\"date\": \"2012-01-01T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 12.8, \"temp_min\": 5.0, \"wind\": 4.7, \"weather\": \"drizzle\"}, {\"date\": \"2012-01-02T00:00:00\", \"precipitation\": 10.9, \"temp_max\": 10.6, \"temp_min\": 2.8, \"wind\": 4.5, \"weather\": \"rain\"}, {\"date\": \"2012-01-03T00:00:00\", \"precipitation\": 0.8, \"temp_max\": 11.7, \"temp_min\": 7.2, \"wind\": 2.3, \"weather\": \"rain\"}, {\"date\": \"2012-01-04T00:00:00\", \"precipitation\": 20.3, \"temp_max\": 12.2, \"temp_min\": 5.6, \"wind\": 4.7, \"weather\": \"rain\"}, {\"date\": \"2012-01-05T00:00:00\", \"precipitation\": 1.3, \"temp_max\": 8.9, \"temp_min\": 2.8, \"wind\": 6.1, \"weather\": \"rain\"}, {\"date\": \"2012-01-06T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 4.4, \"temp_min\": 2.2, \"wind\": 2.2, \"weather\": \"rain\"}, {\"date\": \"2012-01-07T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 7.2, \"temp_min\": 2.8, \"wind\": 2.3, \"weather\": \"rain\"}, {\"date\": \"2012-01-08T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 10.0, \"temp_min\": 2.8, \"wind\": 2.0, \"weather\": \"sun\"}, {\"date\": \"2012-01-09T00:00:00\", \"precipitation\": 4.3, \"temp_max\": 9.4, \"temp_min\": 5.0, \"wind\": 3.4, \"weather\": \"rain\"}, {\"date\": \"2012-01-10T00:00:00\", \"precipitation\": 1.0, \"temp_max\": 6.1, \"temp_min\": 0.6, \"wind\": 3.4, \"weather\": \"rain\"}, {\"date\": \"2012-01-11T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.1, \"temp_min\": -1.1, \"wind\": 5.1, \"weather\": \"sun\"}, {\"date\": \"2012-01-12T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.1, \"temp_min\": -1.7, \"wind\": 1.9, \"weather\": \"sun\"}, {\"date\": \"2012-01-13T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 5.0, \"temp_min\": -2.8, \"wind\": 1.3, \"weather\": \"sun\"}, {\"date\": \"2012-01-14T00:00:00\", \"precipitation\": 4.1, \"temp_max\": 4.4, \"temp_min\": 0.6, \"wind\": 5.3, \"weather\": \"snow\"}, {\"date\": \"2012-01-15T00:00:00\", \"precipitation\": 5.3, \"temp_max\": 1.1, \"temp_min\": -3.3, \"wind\": 3.2, \"weather\": \"snow\"}, {\"date\": \"2012-01-16T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 1.7, \"temp_min\": -2.8, \"wind\": 5.0, \"weather\": \"snow\"}, {\"date\": \"2012-01-17T00:00:00\", \"precipitation\": 8.1, \"temp_max\": 3.3, \"temp_min\": 0.0, \"wind\": 5.6, \"weather\": \"snow\"}, {\"date\": \"2012-01-18T00:00:00\", \"precipitation\": 19.8, \"temp_max\": 0.0, \"temp_min\": -2.8, \"wind\": 5.0, \"weather\": \"snow\"}, {\"date\": \"2012-01-19T00:00:00\", \"precipitation\": 15.2, \"temp_max\": -1.1, \"temp_min\": -2.8, \"wind\": 1.6, \"weather\": \"snow\"}, {\"date\": \"2012-01-20T00:00:00\", \"precipitation\": 13.5, \"temp_max\": 7.2, \"temp_min\": -1.1, \"wind\": 2.3, \"weather\": \"snow\"}, {\"date\": \"2012-01-21T00:00:00\", \"precipitation\": 3.0, \"temp_max\": 8.3, \"temp_min\": 3.3, \"wind\": 8.2, \"weather\": \"rain\"}, {\"date\": \"2012-01-22T00:00:00\", \"precipitation\": 6.1, \"temp_max\": 6.7, \"temp_min\": 2.2, \"wind\": 4.8, \"weather\": \"rain\"}, {\"date\": \"2012-01-23T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 8.3, \"temp_min\": 1.1, \"wind\": 3.6, \"weather\": \"rain\"}, {\"date\": \"2012-01-24T00:00:00\", \"precipitation\": 8.6, \"temp_max\": 10.0, \"temp_min\": 2.2, \"wind\": 5.1, \"weather\": \"rain\"}, {\"date\": \"2012-01-25T00:00:00\", \"precipitation\": 8.1, \"temp_max\": 8.9, \"temp_min\": 4.4, \"wind\": 5.4, \"weather\": \"rain\"}, {\"date\": \"2012-01-26T00:00:00\", \"precipitation\": 4.8, \"temp_max\": 8.9, \"temp_min\": 1.1, \"wind\": 4.8, \"weather\": \"rain\"}, {\"date\": \"2012-01-27T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.7, \"temp_min\": -2.2, \"wind\": 1.4, \"weather\": \"drizzle\"}, {\"date\": \"2012-01-28T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.7, \"temp_min\": 0.6, \"wind\": 2.2, \"weather\": \"rain\"}, {\"date\": \"2012-01-29T00:00:00\", \"precipitation\": 27.7, \"temp_max\": 9.4, \"temp_min\": 3.9, \"wind\": 4.5, \"weather\": \"rain\"}, {\"date\": \"2012-01-30T00:00:00\", \"precipitation\": 3.6, \"temp_max\": 8.3, \"temp_min\": 6.1, \"wind\": 5.1, \"weather\": \"rain\"}, {\"date\": \"2012-01-31T00:00:00\", \"precipitation\": 1.8, \"temp_max\": 9.4, \"temp_min\": 6.1, \"wind\": 3.9, \"weather\": \"rain\"}, {\"date\": \"2012-02-01T00:00:00\", \"precipitation\": 13.5, \"temp_max\": 8.9, \"temp_min\": 3.3, \"wind\": 2.7, \"weather\": \"rain\"}, {\"date\": \"2012-02-02T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 8.3, \"temp_min\": 1.7, \"wind\": 2.6, \"weather\": \"sun\"}, {\"date\": \"2012-02-03T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 14.4, \"temp_min\": 2.2, \"wind\": 5.3, \"weather\": \"sun\"}, {\"date\": \"2012-02-04T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 15.6, \"temp_min\": 5.0, \"wind\": 4.3, \"weather\": \"sun\"}, {\"date\": \"2012-02-05T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 13.9, \"temp_min\": 1.7, \"wind\": 2.9, \"weather\": \"sun\"}, {\"date\": \"2012-02-06T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 16.1, \"temp_min\": 1.7, \"wind\": 5.0, \"weather\": \"sun\"}, {\"date\": \"2012-02-07T00:00:00\", \"precipitation\": 0.3, \"temp_max\": 15.6, \"temp_min\": 7.8, \"wind\": 5.3, \"weather\": \"rain\"}, {\"date\": \"2012-02-08T00:00:00\", \"precipitation\": 2.8, \"temp_max\": 10.0, \"temp_min\": 5.0, \"wind\": 2.7, \"weather\": \"rain\"}, {\"date\": \"2012-02-09T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 11.1, \"temp_min\": 7.8, \"wind\": 2.4, \"weather\": \"rain\"}, {\"date\": \"2012-02-10T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 12.8, \"temp_min\": 6.7, \"wind\": 3.0, \"weather\": \"rain\"}, {\"date\": \"2012-02-11T00:00:00\", \"precipitation\": 0.8, \"temp_max\": 8.9, \"temp_min\": 5.6, \"wind\": 3.4, \"weather\": \"rain\"}, {\"date\": \"2012-02-12T00:00:00\", \"precipitation\": 1.0, \"temp_max\": 8.3, \"temp_min\": 5.0, \"wind\": 1.3, \"weather\": \"rain\"}, {\"date\": \"2012-02-13T00:00:00\", \"precipitation\": 11.4, \"temp_max\": 7.2, \"temp_min\": 4.4, \"wind\": 1.4, \"weather\": \"rain\"}, {\"date\": \"2012-02-14T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 6.7, \"temp_min\": 1.1, \"wind\": 3.1, \"weather\": \"rain\"}, {\"date\": \"2012-02-15T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 7.2, \"temp_min\": 0.6, \"wind\": 1.8, \"weather\": \"drizzle\"}, {\"date\": \"2012-02-16T00:00:00\", \"precipitation\": 1.8, \"temp_max\": 7.2, \"temp_min\": 3.3, \"wind\": 2.1, \"weather\": \"rain\"}, {\"date\": \"2012-02-17T00:00:00\", \"precipitation\": 17.3, \"temp_max\": 10.0, \"temp_min\": 4.4, \"wind\": 3.4, \"weather\": \"rain\"}, {\"date\": \"2012-02-18T00:00:00\", \"precipitation\": 6.4, \"temp_max\": 6.7, \"temp_min\": 3.9, \"wind\": 8.1, \"weather\": \"rain\"}, {\"date\": \"2012-02-19T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.7, \"temp_min\": 2.2, \"wind\": 4.7, \"weather\": \"sun\"}, {\"date\": \"2012-02-20T00:00:00\", \"precipitation\": 3.0, \"temp_max\": 7.8, \"temp_min\": 1.7, \"wind\": 2.9, \"weather\": \"rain\"}, {\"date\": \"2012-02-21T00:00:00\", \"precipitation\": 0.8, \"temp_max\": 10.0, \"temp_min\": 7.8, \"wind\": 7.5, \"weather\": \"rain\"}, {\"date\": \"2012-02-22T00:00:00\", \"precipitation\": 8.6, \"temp_max\": 10.0, \"temp_min\": 2.8, \"wind\": 5.9, \"weather\": \"rain\"}, {\"date\": \"2012-02-23T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 8.3, \"temp_min\": 2.8, \"wind\": 3.9, \"weather\": \"sun\"}, {\"date\": \"2012-02-24T00:00:00\", \"precipitation\": 11.4, \"temp_max\": 6.7, \"temp_min\": 4.4, \"wind\": 3.5, \"weather\": \"rain\"}, {\"date\": \"2012-02-25T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 7.2, \"temp_min\": 2.8, \"wind\": 6.4, \"weather\": \"rain\"}, {\"date\": \"2012-02-26T00:00:00\", \"precipitation\": 1.3, \"temp_max\": 5.0, \"temp_min\": -1.1, \"wind\": 3.4, \"weather\": \"snow\"}, {\"date\": \"2012-02-27T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.7, \"temp_min\": -2.2, \"wind\": 3.0, \"weather\": \"sun\"}, {\"date\": \"2012-02-28T00:00:00\", \"precipitation\": 3.6, \"temp_max\": 6.7, \"temp_min\": -0.6, \"wind\": 4.2, \"weather\": \"snow\"}, {\"date\": \"2012-02-29T00:00:00\", \"precipitation\": 0.8, \"temp_max\": 5.0, \"temp_min\": 1.1, \"wind\": 7.0, \"weather\": \"snow\"}, {\"date\": \"2012-03-01T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 6.1, \"temp_min\": 1.1, \"wind\": 3.1, \"weather\": \"sun\"}, {\"date\": \"2012-03-02T00:00:00\", \"precipitation\": 2.0, \"temp_max\": 6.7, \"temp_min\": 3.9, \"wind\": 5.1, \"weather\": \"rain\"}, {\"date\": \"2012-03-03T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 12.2, \"temp_min\": 6.7, \"wind\": 7.0, \"weather\": \"sun\"}, {\"date\": \"2012-03-04T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 10.6, \"temp_min\": 6.7, \"wind\": 5.6, \"weather\": \"rain\"}, {\"date\": \"2012-03-05T00:00:00\", \"precipitation\": 6.9, \"temp_max\": 7.8, \"temp_min\": 1.1, \"wind\": 6.2, \"weather\": \"rain\"}, {\"date\": \"2012-03-06T00:00:00\", \"precipitation\": 0.5, \"temp_max\": 6.7, \"temp_min\": 0.0, \"wind\": 2.7, \"weather\": \"snow\"}, {\"date\": \"2012-03-07T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 8.9, \"temp_min\": -1.7, \"wind\": 2.7, \"weather\": \"sun\"}, {\"date\": \"2012-03-08T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 15.6, \"temp_min\": 0.6, \"wind\": 2.5, \"weather\": \"sun\"}, {\"date\": \"2012-03-09T00:00:00\", \"precipitation\": 3.6, \"temp_max\": 9.4, \"temp_min\": 5.0, \"wind\": 2.8, \"weather\": \"rain\"}, {\"date\": \"2012-03-10T00:00:00\", \"precipitation\": 10.4, \"temp_max\": 7.2, \"temp_min\": 6.1, \"wind\": 3.4, \"weather\": \"rain\"}, {\"date\": \"2012-03-11T00:00:00\", \"precipitation\": 13.7, \"temp_max\": 6.7, \"temp_min\": 2.8, \"wind\": 5.8, \"weather\": \"rain\"}, {\"date\": \"2012-03-12T00:00:00\", \"precipitation\": 19.3, \"temp_max\": 8.3, \"temp_min\": 0.6, \"wind\": 6.2, \"weather\": \"snow\"}, {\"date\": \"2012-03-13T00:00:00\", \"precipitation\": 9.4, \"temp_max\": 5.6, \"temp_min\": 0.6, \"wind\": 5.3, \"weather\": \"snow\"}, {\"date\": \"2012-03-14T00:00:00\", \"precipitation\": 8.6, \"temp_max\": 7.8, \"temp_min\": 1.1, \"wind\": 4.7, \"weather\": \"rain\"}, {\"date\": \"2012-03-15T00:00:00\", \"precipitation\": 23.9, \"temp_max\": 11.1, \"temp_min\": 5.6, \"wind\": 5.8, \"weather\": \"snow\"}, {\"date\": \"2012-03-16T00:00:00\", \"precipitation\": 8.4, \"temp_max\": 8.9, \"temp_min\": 3.9, \"wind\": 5.1, \"weather\": \"rain\"}, {\"date\": \"2012-03-17T00:00:00\", \"precipitation\": 9.4, \"temp_max\": 10.0, \"temp_min\": 0.6, \"wind\": 3.8, \"weather\": \"snow\"}, {\"date\": \"2012-03-18T00:00:00\", \"precipitation\": 3.6, \"temp_max\": 5.0, \"temp_min\": -0.6, \"wind\": 2.7, \"weather\": \"rain\"}, {\"date\": \"2012-03-19T00:00:00\", \"precipitation\": 2.0, \"temp_max\": 7.2, \"temp_min\": -1.1, \"wind\": 3.0, \"weather\": \"rain\"}, {\"date\": \"2012-03-20T00:00:00\", \"precipitation\": 3.6, \"temp_max\": 7.8, \"temp_min\": 2.2, \"wind\": 6.4, \"weather\": \"rain\"}, {\"date\": \"2012-03-21T00:00:00\", \"precipitation\": 1.3, \"temp_max\": 8.9, \"temp_min\": 1.1, \"wind\": 2.5, \"weather\": \"rain\"}, {\"date\": \"2012-03-22T00:00:00\", \"precipitation\": 4.1, \"temp_max\": 10.0, \"temp_min\": 1.7, \"wind\": 2.1, \"weather\": \"rain\"}, {\"date\": \"2012-03-23T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 12.2, \"temp_min\": 0.6, \"wind\": 2.8, \"weather\": \"sun\"}, {\"date\": \"2012-03-24T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 15.0, \"temp_min\": 3.3, \"wind\": 5.2, \"weather\": \"sun\"}, {\"date\": \"2012-03-25T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 13.3, \"temp_min\": 2.2, \"wind\": 2.7, \"weather\": \"rain\"}, {\"date\": \"2012-03-26T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 12.8, \"temp_min\": 6.1, \"wind\": 4.3, \"weather\": \"drizzle\"}, {\"date\": \"2012-03-27T00:00:00\", \"precipitation\": 4.8, \"temp_max\": 14.4, \"temp_min\": 6.7, \"wind\": 3.8, \"weather\": \"rain\"}, {\"date\": \"2012-03-28T00:00:00\", \"precipitation\": 1.3, \"temp_max\": 10.6, \"temp_min\": 7.2, \"wind\": 5.9, \"weather\": \"rain\"}, {\"date\": \"2012-03-29T00:00:00\", \"precipitation\": 27.4, \"temp_max\": 10.0, \"temp_min\": 6.1, \"wind\": 4.4, \"weather\": \"rain\"}, {\"date\": \"2012-03-30T00:00:00\", \"precipitation\": 5.6, \"temp_max\": 9.4, \"temp_min\": 5.0, \"wind\": 4.7, \"weather\": \"rain\"}, {\"date\": \"2012-03-31T00:00:00\", \"precipitation\": 13.2, \"temp_max\": 10.0, \"temp_min\": 2.8, \"wind\": 3.4, \"weather\": \"rain\"}, {\"date\": \"2012-04-01T00:00:00\", \"precipitation\": 1.5, \"temp_max\": 8.9, \"temp_min\": 4.4, \"wind\": 6.8, \"weather\": \"rain\"}, {\"date\": \"2012-04-02T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 16.7, \"temp_min\": 4.4, \"wind\": 3.1, \"weather\": \"sun\"}, {\"date\": \"2012-04-03T00:00:00\", \"precipitation\": 1.5, \"temp_max\": 11.7, \"temp_min\": 3.3, \"wind\": 3.1, \"weather\": \"rain\"}, {\"date\": \"2012-04-04T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 10.6, \"temp_min\": 2.8, \"wind\": 2.1, \"weather\": \"sun\"}, {\"date\": \"2012-04-05T00:00:00\", \"precipitation\": 4.6, \"temp_max\": 9.4, \"temp_min\": 2.8, \"wind\": 1.8, \"weather\": \"snow\"}, {\"date\": \"2012-04-06T00:00:00\", \"precipitation\": 0.3, \"temp_max\": 11.1, \"temp_min\": 3.3, \"wind\": 2.6, \"weather\": \"rain\"}, {\"date\": \"2012-04-07T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 16.1, \"temp_min\": 1.7, \"wind\": 4.3, \"weather\": \"sun\"}, {\"date\": \"2012-04-08T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 21.1, \"temp_min\": 7.2, \"wind\": 4.1, \"weather\": \"sun\"}, {\"date\": \"2012-04-09T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 20.0, \"temp_min\": 6.1, \"wind\": 2.1, \"weather\": \"sun\"}, {\"date\": \"2012-04-10T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 17.8, \"temp_min\": 8.9, \"wind\": 3.2, \"weather\": \"rain\"}, {\"date\": \"2012-04-11T00:00:00\", \"precipitation\": 2.3, \"temp_max\": 11.1, \"temp_min\": 7.2, \"wind\": 2.6, \"weather\": \"rain\"}, {\"date\": \"2012-04-12T00:00:00\", \"precipitation\": 0.5, \"temp_max\": 13.9, \"temp_min\": 5.6, \"wind\": 2.6, \"weather\": \"rain\"}, {\"date\": \"2012-04-13T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 15.0, \"temp_min\": 3.9, \"wind\": 4.0, \"weather\": \"drizzle\"}, {\"date\": \"2012-04-14T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 15.6, \"temp_min\": 3.3, \"wind\": 3.0, \"weather\": \"sun\"}, {\"date\": \"2012-04-15T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 16.1, \"temp_min\": 7.2, \"wind\": 2.9, \"weather\": \"rain\"}, {\"date\": \"2012-04-16T00:00:00\", \"precipitation\": 8.1, \"temp_max\": 13.3, \"temp_min\": 6.7, \"wind\": 5.8, \"weather\": \"rain\"}, {\"date\": \"2012-04-17T00:00:00\", \"precipitation\": 1.8, \"temp_max\": 10.0, \"temp_min\": 4.4, \"wind\": 2.0, \"weather\": \"rain\"}, {\"date\": \"2012-04-18T00:00:00\", \"precipitation\": 1.8, \"temp_max\": 13.3, \"temp_min\": 7.2, \"wind\": 3.9, \"weather\": \"rain\"}, {\"date\": \"2012-04-19T00:00:00\", \"precipitation\": 10.9, \"temp_max\": 13.9, \"temp_min\": 5.0, \"wind\": 2.6, \"weather\": \"rain\"}, {\"date\": \"2012-04-20T00:00:00\", \"precipitation\": 6.6, \"temp_max\": 13.3, \"temp_min\": 6.7, \"wind\": 2.7, \"weather\": \"rain\"}, {\"date\": \"2012-04-21T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 20.0, \"temp_min\": 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{\"date\": \"2015-11-04T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 10.0, \"temp_min\": 3.3, \"wind\": 2.2, \"weather\": \"sun\"}, {\"date\": \"2015-11-05T00:00:00\", \"precipitation\": 1.3, \"temp_max\": 11.7, \"temp_min\": 7.8, \"wind\": 2.3, \"weather\": \"fog\"}, {\"date\": \"2015-11-06T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 15.6, \"temp_min\": 8.3, \"wind\": 2.7, \"weather\": \"fog\"}, {\"date\": \"2015-11-07T00:00:00\", \"precipitation\": 12.7, \"temp_max\": 12.2, \"temp_min\": 9.4, \"wind\": 3.0, \"weather\": \"fog\"}, {\"date\": \"2015-11-08T00:00:00\", \"precipitation\": 6.6, \"temp_max\": 11.1, \"temp_min\": 7.8, \"wind\": 1.8, \"weather\": \"fog\"}, {\"date\": \"2015-11-09T00:00:00\", \"precipitation\": 3.3, \"temp_max\": 10.0, \"temp_min\": 5.0, \"wind\": 1.3, \"weather\": \"fog\"}, {\"date\": \"2015-11-10T00:00:00\", \"precipitation\": 1.3, \"temp_max\": 11.1, \"temp_min\": 3.9, \"wind\": 3.9, \"weather\": \"fog\"}, {\"date\": \"2015-11-11T00:00:00\", \"precipitation\": 1.5, \"temp_max\": 11.1, \"temp_min\": 6.1, \"wind\": 4.6, \"weather\": \"sun\"}, {\"date\": \"2015-11-12T00:00:00\", \"precipitation\": 9.9, \"temp_max\": 11.1, \"temp_min\": 5.0, \"wind\": 5.1, \"weather\": \"fog\"}, {\"date\": \"2015-11-13T00:00:00\", \"precipitation\": 33.5, \"temp_max\": 13.3, \"temp_min\": 9.4, \"wind\": 6.5, \"weather\": \"fog\"}, {\"date\": \"2015-11-14T00:00:00\", \"precipitation\": 47.2, \"temp_max\": 9.4, \"temp_min\": 6.1, \"wind\": 4.5, \"weather\": \"fog\"}, {\"date\": \"2015-11-15T00:00:00\", \"precipitation\": 22.4, \"temp_max\": 8.9, \"temp_min\": 2.2, \"wind\": 4.1, \"weather\": \"fog\"}, {\"date\": \"2015-11-16T00:00:00\", \"precipitation\": 2.0, \"temp_max\": 8.9, \"temp_min\": 1.7, \"wind\": 4.0, \"weather\": \"fog\"}, {\"date\": \"2015-11-17T00:00:00\", \"precipitation\": 29.5, \"temp_max\": 13.3, \"temp_min\": 6.7, \"wind\": 8.0, \"weather\": \"fog\"}, {\"date\": \"2015-11-18T00:00:00\", \"precipitation\": 1.5, \"temp_max\": 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        "</script>"
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       "text/plain": [
@@ -1009,28 +1010,28 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-5ee418e98f2f4d24a15fa2344232db9c.vega-embed {\n",
+       "  #altair-viz-7f3179de5ca84140b2a11a1c6454a87e.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-5ee418e98f2f4d24a15fa2344232db9c.vega-embed details,\n",
-       "  #altair-viz-5ee418e98f2f4d24a15fa2344232db9c.vega-embed details summary {\n",
+       "  #altair-viz-7f3179de5ca84140b2a11a1c6454a87e.vega-embed details,\n",
+       "  #altair-viz-7f3179de5ca84140b2a11a1c6454a87e.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-5ee418e98f2f4d24a15fa2344232db9c\"></div>\n",
+       "<div id=\"altair-viz-7f3179de5ca84140b2a11a1c6454a87e\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-5ee418e98f2f4d24a15fa2344232db9c\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-5ee418e98f2f4d24a15fa2344232db9c\");\n",
+       "    if (outputDiv.id !== \"altair-viz-7f3179de5ca84140b2a11a1c6454a87e\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-7f3179de5ca84140b2a11a1c6454a87e\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
@@ -1066,12 +1067,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
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\"sun\"}, {\"date\": \"2015-09-29T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 21.7, \"temp_min\": 8.9, \"wind\": 1.9, \"weather\": \"sun\"}, {\"date\": \"2015-09-30T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 18.3, \"temp_min\": 10.0, \"wind\": 1.3, \"weather\": \"fog\"}, {\"date\": \"2015-10-01T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 21.1, \"temp_min\": 9.4, \"wind\": 1.3, \"weather\": \"fog\"}, {\"date\": \"2015-10-02T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 15.6, \"temp_min\": 10.0, \"wind\": 2.9, \"weather\": \"fog\"}, {\"date\": \"2015-10-03T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 19.4, \"temp_min\": 11.1, \"wind\": 4.8, \"weather\": \"sun\"}, {\"date\": \"2015-10-04T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 22.8, \"temp_min\": 10.0, \"wind\": 3.7, \"weather\": \"sun\"}, {\"date\": \"2015-10-05T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 23.3, \"temp_min\": 9.4, \"wind\": 1.6, \"weather\": \"sun\"}, {\"date\": \"2015-10-06T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 18.3, \"temp_min\": 10.0, \"wind\": 2.6, \"weather\": \"drizzle\"}, {\"date\": \"2015-10-07T00:00:00\", \"precipitation\": 9.9, \"temp_max\": 16.1, \"temp_min\": 13.9, \"wind\": 2.2, \"weather\": \"fog\"}, {\"date\": \"2015-10-08T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 18.9, \"temp_min\": 13.3, \"wind\": 1.1, \"weather\": \"fog\"}, {\"date\": \"2015-10-09T00:00:00\", \"precipitation\": 0.3, \"temp_max\": 19.4, \"temp_min\": 12.2, \"wind\": 2.6, \"weather\": \"fog\"}, {\"date\": \"2015-10-10T00:00:00\", \"precipitation\": 28.7, \"temp_max\": 21.1, \"temp_min\": 13.3, \"wind\": 4.7, \"weather\": \"fog\"}, {\"date\": \"2015-10-11T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 17.8, \"temp_min\": 10.6, \"wind\": 2.6, \"weather\": \"sun\"}, {\"date\": \"2015-10-12T00:00:00\", \"precipitation\": 4.6, \"temp_max\": 18.3, \"temp_min\": 10.6, \"wind\": 2.8, \"weather\": \"fog\"}, {\"date\": \"2015-10-13T00:00:00\", \"precipitation\": 1.3, \"temp_max\": 16.7, \"temp_min\": 9.4, \"wind\": 3.2, \"weather\": \"fog\"}, {\"date\": \"2015-10-14T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 15.0, \"temp_min\": 10.0, \"wind\": 5.0, \"weather\": \"fog\"}, {\"date\": \"2015-10-15T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 21.1, \"temp_min\": 9.4, \"wind\": 3.4, \"weather\": \"fog\"}, {\"date\": \"2015-10-16T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 20.0, \"temp_min\": 8.9, \"wind\": 1.3, \"weather\": \"sun\"}, {\"date\": \"2015-10-17T00:00:00\", \"precipitation\": 0.3, \"temp_max\": 19.4, \"temp_min\": 11.7, \"wind\": 1.3, \"weather\": \"fog\"}, {\"date\": \"2015-10-18T00:00:00\", \"precipitation\": 3.8, \"temp_max\": 15.0, \"temp_min\": 12.8, \"wind\": 2.0, \"weather\": \"fog\"}, {\"date\": \"2015-10-19T00:00:00\", \"precipitation\": 0.3, \"temp_max\": 17.2, \"temp_min\": 12.2, \"wind\": 2.6, \"weather\": \"fog\"}, {\"date\": \"2015-10-20T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 17.8, \"temp_min\": 10.6, \"wind\": 1.8, \"weather\": \"fog\"}, {\"date\": \"2015-10-21T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 16.1, \"temp_min\": 8.3, \"wind\": 1.3, \"weather\": \"fog\"}, {\"date\": \"2015-10-22T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 16.1, \"temp_min\": 8.9, \"wind\": 2.7, \"weather\": \"fog\"}, {\"date\": \"2015-10-23T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 12.8, \"temp_min\": 7.2, \"wind\": 2.6, \"weather\": \"fog\"}, {\"date\": \"2015-10-24T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 15.0, \"temp_min\": 8.9, \"wind\": 2.9, \"weather\": \"fog\"}, {\"date\": \"2015-10-25T00:00:00\", \"precipitation\": 8.9, \"temp_max\": 19.4, \"temp_min\": 8.9, \"wind\": 3.4, \"weather\": \"rain\"}, {\"date\": \"2015-10-26T00:00:00\", \"precipitation\": 6.9, \"temp_max\": 12.2, \"temp_min\": 10.0, \"wind\": 4.6, \"weather\": \"fog\"}, {\"date\": \"2015-10-27T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 16.1, \"temp_min\": 7.8, \"wind\": 1.7, \"weather\": \"fog\"}, {\"date\": \"2015-10-28T00:00:00\", \"precipitation\": 3.3, \"temp_max\": 13.9, \"temp_min\": 11.1, \"wind\": 2.8, \"weather\": \"fog\"}, {\"date\": \"2015-10-29T00:00:00\", \"precipitation\": 1.8, \"temp_max\": 15.0, \"temp_min\": 12.2, \"wind\": 4.7, \"weather\": \"fog\"}, {\"date\": \"2015-10-30T00:00:00\", \"precipitation\": 19.3, \"temp_max\": 17.2, \"temp_min\": 11.7, \"wind\": 6.7, \"weather\": \"fog\"}, {\"date\": \"2015-10-31T00:00:00\", \"precipitation\": 33.0, \"temp_max\": 15.6, \"temp_min\": 11.7, \"wind\": 7.2, \"weather\": \"fog\"}, {\"date\": \"2015-11-01T00:00:00\", \"precipitation\": 26.2, \"temp_max\": 12.2, \"temp_min\": 8.9, \"wind\": 6.0, \"weather\": \"fog\"}, {\"date\": \"2015-11-02T00:00:00\", \"precipitation\": 0.3, \"temp_max\": 11.1, \"temp_min\": 7.2, \"wind\": 2.8, \"weather\": \"fog\"}, {\"date\": \"2015-11-03T00:00:00\", \"precipitation\": 0.8, \"temp_max\": 10.6, \"temp_min\": 5.0, \"wind\": 1.4, \"weather\": \"fog\"}, {\"date\": \"2015-11-04T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 10.0, \"temp_min\": 3.3, \"wind\": 2.2, \"weather\": \"sun\"}, {\"date\": \"2015-11-05T00:00:00\", \"precipitation\": 1.3, \"temp_max\": 11.7, \"temp_min\": 7.8, \"wind\": 2.3, \"weather\": \"fog\"}, {\"date\": \"2015-11-06T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 15.6, \"temp_min\": 8.3, \"wind\": 2.7, \"weather\": \"fog\"}, {\"date\": \"2015-11-07T00:00:00\", \"precipitation\": 12.7, \"temp_max\": 12.2, \"temp_min\": 9.4, \"wind\": 3.0, \"weather\": \"fog\"}, {\"date\": \"2015-11-08T00:00:00\", \"precipitation\": 6.6, \"temp_max\": 11.1, \"temp_min\": 7.8, \"wind\": 1.8, \"weather\": \"fog\"}, {\"date\": \"2015-11-09T00:00:00\", \"precipitation\": 3.3, \"temp_max\": 10.0, \"temp_min\": 5.0, \"wind\": 1.3, \"weather\": \"fog\"}, {\"date\": \"2015-11-10T00:00:00\", \"precipitation\": 1.3, \"temp_max\": 11.1, \"temp_min\": 3.9, \"wind\": 3.9, \"weather\": \"fog\"}, {\"date\": \"2015-11-11T00:00:00\", \"precipitation\": 1.5, \"temp_max\": 11.1, \"temp_min\": 6.1, \"wind\": 4.6, \"weather\": \"sun\"}, {\"date\": \"2015-11-12T00:00:00\", \"precipitation\": 9.9, \"temp_max\": 11.1, \"temp_min\": 5.0, \"wind\": 5.1, \"weather\": \"fog\"}, {\"date\": \"2015-11-13T00:00:00\", \"precipitation\": 33.5, \"temp_max\": 13.3, \"temp_min\": 9.4, \"wind\": 6.5, \"weather\": \"fog\"}, {\"date\": \"2015-11-14T00:00:00\", \"precipitation\": 47.2, \"temp_max\": 9.4, \"temp_min\": 6.1, \"wind\": 4.5, \"weather\": \"fog\"}, {\"date\": \"2015-11-15T00:00:00\", \"precipitation\": 22.4, \"temp_max\": 8.9, \"temp_min\": 2.2, \"wind\": 4.1, \"weather\": \"fog\"}, {\"date\": \"2015-11-16T00:00:00\", \"precipitation\": 2.0, \"temp_max\": 8.9, \"temp_min\": 1.7, \"wind\": 4.0, \"weather\": \"fog\"}, {\"date\": \"2015-11-17T00:00:00\", \"precipitation\": 29.5, \"temp_max\": 13.3, \"temp_min\": 6.7, \"wind\": 8.0, \"weather\": \"fog\"}, {\"date\": \"2015-11-18T00:00:00\", \"precipitation\": 1.5, \"temp_max\": 8.9, \"temp_min\": 3.3, \"wind\": 3.8, \"weather\": \"sun\"}, {\"date\": \"2015-11-19T00:00:00\", \"precipitation\": 2.0, \"temp_max\": 8.9, \"temp_min\": 2.8, \"wind\": 4.2, \"weather\": \"sun\"}, {\"date\": \"2015-11-20T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 8.3, \"temp_min\": 0.6, \"wind\": 4.0, \"weather\": \"fog\"}, {\"date\": \"2015-11-21T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 8.9, \"temp_min\": 0.6, \"wind\": 4.7, \"weather\": \"sun\"}, {\"date\": \"2015-11-22T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 10.0, \"temp_min\": 1.7, \"wind\": 3.1, \"weather\": \"fog\"}, {\"date\": \"2015-11-23T00:00:00\", \"precipitation\": 3.0, \"temp_max\": 6.7, \"temp_min\": 0.0, \"wind\": 1.3, \"weather\": \"fog\"}, {\"date\": \"2015-11-24T00:00:00\", \"precipitation\": 7.1, \"temp_max\": 6.7, \"temp_min\": 2.8, \"wind\": 4.5, \"weather\": \"fog\"}, {\"date\": \"2015-11-25T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 7.2, \"temp_min\": 0.0, \"wind\": 5.7, \"weather\": \"sun\"}, {\"date\": \"2015-11-26T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 9.4, \"temp_min\": -1.0, \"wind\": 4.3, \"weather\": \"sun\"}, {\"date\": \"2015-11-27T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 9.4, \"temp_min\": -1.6, \"wind\": 3.0, \"weather\": \"sun\"}, {\"date\": \"2015-11-28T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 7.2, \"temp_min\": -2.7, \"wind\": 1.0, \"weather\": \"sun\"}, {\"date\": \"2015-11-29T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 1.7, \"temp_min\": -2.1, \"wind\": 0.9, \"weather\": \"fog\"}, {\"date\": \"2015-11-30T00:00:00\", \"precipitation\": 0.5, \"temp_max\": 5.6, \"temp_min\": -3.8, \"wind\": 1.7, \"weather\": \"fog\"}, {\"date\": \"2015-12-01T00:00:00\", \"precipitation\": 12.2, \"temp_max\": 10.0, \"temp_min\": 3.9, \"wind\": 3.5, \"weather\": \"fog\"}, {\"date\": \"2015-12-02T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 10.6, \"temp_min\": 4.4, \"wind\": 5.0, \"weather\": \"fog\"}, {\"date\": \"2015-12-03T00:00:00\", \"precipitation\": 12.7, \"temp_max\": 15.6, \"temp_min\": 7.8, \"wind\": 5.9, \"weather\": \"fog\"}, {\"date\": \"2015-12-04T00:00:00\", \"precipitation\": 2.0, \"temp_max\": 10.6, \"temp_min\": 6.1, \"wind\": 4.7, \"weather\": \"fog\"}, {\"date\": \"2015-12-05T00:00:00\", \"precipitation\": 15.7, \"temp_max\": 10.0, \"temp_min\": 6.1, \"wind\": 4.0, \"weather\": \"fog\"}, {\"date\": \"2015-12-06T00:00:00\", \"precipitation\": 11.2, \"temp_max\": 12.8, \"temp_min\": 7.2, \"wind\": 5.9, \"weather\": \"fog\"}, {\"date\": \"2015-12-07T00:00:00\", \"precipitation\": 27.4, \"temp_max\": 11.1, \"temp_min\": 8.3, \"wind\": 3.4, \"weather\": \"fog\"}, {\"date\": \"2015-12-08T00:00:00\", \"precipitation\": 54.1, \"temp_max\": 15.6, \"temp_min\": 10.0, \"wind\": 6.2, \"weather\": \"fog\"}, {\"date\": \"2015-12-09T00:00:00\", \"precipitation\": 13.5, \"temp_max\": 12.2, \"temp_min\": 7.8, \"wind\": 6.3, \"weather\": \"fog\"}, {\"date\": \"2015-12-10T00:00:00\", \"precipitation\": 9.4, \"temp_max\": 11.7, \"temp_min\": 6.1, \"wind\": 7.5, \"weather\": \"fog\"}, {\"date\": \"2015-12-11T00:00:00\", \"precipitation\": 0.3, \"temp_max\": 9.4, \"temp_min\": 4.4, \"wind\": 2.8, \"weather\": \"sun\"}, {\"date\": \"2015-12-12T00:00:00\", \"precipitation\": 16.0, \"temp_max\": 8.9, \"temp_min\": 5.6, \"wind\": 5.6, \"weather\": \"fog\"}, {\"date\": \"2015-12-13T00:00:00\", \"precipitation\": 1.3, \"temp_max\": 7.8, \"temp_min\": 6.1, \"wind\": 6.1, \"weather\": \"sun\"}, {\"date\": \"2015-12-14T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 7.8, \"temp_min\": 1.7, \"wind\": 1.7, \"weather\": \"sun\"}, {\"date\": \"2015-12-15T00:00:00\", \"precipitation\": 1.5, \"temp_max\": 6.7, \"temp_min\": 1.1, \"wind\": 2.9, \"weather\": \"fog\"}, {\"date\": \"2015-12-16T00:00:00\", \"precipitation\": 3.6, \"temp_max\": 6.1, \"temp_min\": 2.8, \"wind\": 2.3, \"weather\": \"fog\"}, {\"date\": \"2015-12-17T00:00:00\", \"precipitation\": 21.8, \"temp_max\": 6.7, \"temp_min\": 3.9, \"wind\": 6.0, \"weather\": \"fog\"}, {\"date\": \"2015-12-18T00:00:00\", \"precipitation\": 18.5, \"temp_max\": 8.9, \"temp_min\": 4.4, \"wind\": 5.1, \"weather\": \"fog\"}, {\"date\": \"2015-12-19T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 8.3, \"temp_min\": 2.8, \"wind\": 4.1, \"weather\": \"fog\"}, {\"date\": \"2015-12-20T00:00:00\", \"precipitation\": 4.3, \"temp_max\": 7.8, \"temp_min\": 4.4, \"wind\": 6.7, \"weather\": \"fog\"}, {\"date\": \"2015-12-21T00:00:00\", \"precipitation\": 27.4, \"temp_max\": 5.6, \"temp_min\": 2.8, \"wind\": 4.3, \"weather\": \"fog\"}, {\"date\": \"2015-12-22T00:00:00\", \"precipitation\": 4.6, \"temp_max\": 7.8, \"temp_min\": 2.8, \"wind\": 5.0, \"weather\": \"fog\"}, {\"date\": \"2015-12-23T00:00:00\", \"precipitation\": 6.1, \"temp_max\": 5.0, \"temp_min\": 2.8, \"wind\": 7.6, \"weather\": \"fog\"}, {\"date\": \"2015-12-24T00:00:00\", \"precipitation\": 2.5, \"temp_max\": 5.6, \"temp_min\": 2.2, \"wind\": 4.3, \"weather\": \"fog\"}, {\"date\": \"2015-12-25T00:00:00\", \"precipitation\": 5.8, \"temp_max\": 5.0, \"temp_min\": 2.2, \"wind\": 1.5, \"weather\": \"fog\"}, {\"date\": \"2015-12-26T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 4.4, \"temp_min\": 0.0, \"wind\": 2.5, \"weather\": \"sun\"}, {\"date\": \"2015-12-27T00:00:00\", \"precipitation\": 8.6, \"temp_max\": 4.4, \"temp_min\": 1.7, \"wind\": 2.9, \"weather\": \"fog\"}, {\"date\": \"2015-12-28T00:00:00\", \"precipitation\": 1.5, \"temp_max\": 5.0, \"temp_min\": 1.7, \"wind\": 1.3, \"weather\": \"fog\"}, {\"date\": \"2015-12-29T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 7.2, \"temp_min\": 0.6, \"wind\": 2.6, \"weather\": \"fog\"}, {\"date\": \"2015-12-30T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 5.6, \"temp_min\": -1.0, \"wind\": 3.4, \"weather\": \"sun\"}, {\"date\": \"2015-12-31T00:00:00\", \"precipitation\": 0.0, \"temp_max\": 5.6, \"temp_min\": -2.1, \"wind\": 3.5, \"weather\": \"sun\"}]}}, {\"mode\": \"vega-lite\"});\n",
        "</script>"
       ],
       "text/plain": [
@@ -1526,52 +1527,52 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>29.0</td>\n",
-       "      <td>34.0</td>\n",
-       "      <td>20.0</td>\n",
-       "      <td>27.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>29</td>\n",
+       "      <td>34</td>\n",
+       "      <td>20</td>\n",
+       "      <td>27</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>20.0</td>\n",
-       "      <td>27.0</td>\n",
-       "      <td>29.0</td>\n",
-       "      <td>36.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>20</td>\n",
+       "      <td>27</td>\n",
+       "      <td>29</td>\n",
+       "      <td>36</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>30.0</td>\n",
-       "      <td>33.0</td>\n",
-       "      <td>30.0</td>\n",
-       "      <td>36.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>30</td>\n",
+       "      <td>33</td>\n",
+       "      <td>30</td>\n",
+       "      <td>36</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>20.0</td>\n",
-       "      <td>27.0</td>\n",
-       "      <td>29.0</td>\n",
-       "      <td>36.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>20</td>\n",
+       "      <td>27</td>\n",
+       "      <td>29</td>\n",
+       "      <td>36</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>20.0</td>\n",
-       "      <td>25.0</td>\n",
-       "      <td>29.0</td>\n",
-       "      <td>36.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>20</td>\n",
+       "      <td>25</td>\n",
+       "      <td>29</td>\n",
+       "      <td>36</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -1581,19 +1582,19 @@
       "text/plain": [
        "          better_ranked_drc1  better_ranked_drc2  cost_a_drc1  cost_a_drc2  \\\n",
        "pair_idx                                                                     \n",
-       "0                        1.0                 1.0         29.0         34.0   \n",
-       "1                        0.0                 0.0         20.0         27.0   \n",
-       "2                        1.0                 0.0         30.0         33.0   \n",
-       "3                        0.0                 0.0         20.0         27.0   \n",
-       "4                        0.0                 0.0         20.0         25.0   \n",
+       "0                          1                   1           29           34   \n",
+       "1                          0                   0           20           27   \n",
+       "2                          1                   0           30           33   \n",
+       "3                          0                   0           20           27   \n",
+       "4                          0                   0           20           25   \n",
        "\n",
        "          cost_b_drc1  cost_b_drc2  ranking_is_different  \n",
        "pair_idx                                                  \n",
-       "0                20.0         27.0                     0  \n",
-       "1                29.0         36.0                     0  \n",
-       "2                30.0         36.0                     1  \n",
-       "3                29.0         36.0                     0  \n",
-       "4                29.0         36.0                     0  "
+       "0                  20           27                     0  \n",
+       "1                  29           36                     0  \n",
+       "2                  30           36                     1  \n",
+       "3                  29           36                     0  \n",
+       "4                  29           36                     0  "
       ]
      },
      "execution_count": 22,
@@ -1625,28 +1626,28 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-2226263a0561428fb9b3348d3454b20b.vega-embed {\n",
+       "  #altair-viz-448e27dea48e4d67b5f44e7b52b6146e.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-2226263a0561428fb9b3348d3454b20b.vega-embed details,\n",
-       "  #altair-viz-2226263a0561428fb9b3348d3454b20b.vega-embed details summary {\n",
+       "  #altair-viz-448e27dea48e4d67b5f44e7b52b6146e.vega-embed details,\n",
+       "  #altair-viz-448e27dea48e4d67b5f44e7b52b6146e.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-2226263a0561428fb9b3348d3454b20b\"></div>\n",
+       "<div id=\"altair-viz-448e27dea48e4d67b5f44e7b52b6146e\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-2226263a0561428fb9b3348d3454b20b\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-2226263a0561428fb9b3348d3454b20b\");\n",
+       "    if (outputDiv.id !== \"altair-viz-448e27dea48e4d67b5f44e7b52b6146e\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-448e27dea48e4d67b5f44e7b52b6146e\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
@@ -1682,12 +1683,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"name\": \"data-ee162503c295a0b4590110dcb1d707ea\"}, \"mark\": {\"type\": \"bar\"}, \"encoding\": {\"tooltip\": [{\"field\": \"behavior\", \"title\": \"Ranking Difference\", \"type\": \"nominal\"}, {\"aggregate\": \"count\", \"title\": \"Count\", \"type\": \"quantitative\"}], \"x\": {\"field\": \"behavior\", \"scale\": {\"domain\": [\"Same\", \"Different\"]}, \"title\": \"Ranking Behavior\", \"type\": \"nominal\"}, \"y\": {\"aggregate\": \"count\", \"scale\": {\"domain\": [0, 100]}, \"title\": \"Count\", \"type\": \"quantitative\"}}, \"transform\": [{\"calculate\": \"datum.ranking_is_different == 0 ? \\\"Same\\\" : \\\"Different\\\"\", \"as\": \"behavior\"}], \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.20.1.json\", \"datasets\": {\"data-ee162503c295a0b4590110dcb1d707ea\": [{\"better_ranked_drc1\": 1.0, \"better_ranked_drc2\": 1.0, \"cost_a_drc1\": 29.0, 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        "</script>"
       ],
       "text/plain": [
@@ -1788,28 +1789,28 @@
       "text/html": [
        "\n",
        "<style>\n",
-       "  #altair-viz-4d60dbae68f64a709a75229e8cd47d56.vega-embed {\n",
+       "  #altair-viz-1cc02551965d437991b4d1eae7ff6257.vega-embed {\n",
        "    width: 100%;\n",
        "    display: flex;\n",
        "  }\n",
        "\n",
-       "  #altair-viz-4d60dbae68f64a709a75229e8cd47d56.vega-embed details,\n",
-       "  #altair-viz-4d60dbae68f64a709a75229e8cd47d56.vega-embed details summary {\n",
+       "  #altair-viz-1cc02551965d437991b4d1eae7ff6257.vega-embed details,\n",
+       "  #altair-viz-1cc02551965d437991b4d1eae7ff6257.vega-embed details summary {\n",
        "    position: relative;\n",
        "  }\n",
        "</style>\n",
-       "<div id=\"altair-viz-4d60dbae68f64a709a75229e8cd47d56\"></div>\n",
+       "<div id=\"altair-viz-1cc02551965d437991b4d1eae7ff6257\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  var VEGA_DEBUG = (typeof VEGA_DEBUG == \"undefined\") ? {} : VEGA_DEBUG;\n",
        "  (function(spec, embedOpt){\n",
        "    let outputDiv = document.currentScript.previousElementSibling;\n",
-       "    if (outputDiv.id !== \"altair-viz-4d60dbae68f64a709a75229e8cd47d56\") {\n",
-       "      outputDiv = document.getElementById(\"altair-viz-4d60dbae68f64a709a75229e8cd47d56\");\n",
+       "    if (outputDiv.id !== \"altair-viz-1cc02551965d437991b4d1eae7ff6257\") {\n",
+       "      outputDiv = document.getElementById(\"altair-viz-1cc02551965d437991b4d1eae7ff6257\");\n",
        "    }\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm/vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm/vega-lib?noext\",\n",
-       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.20.1?noext\",\n",
+       "      \"vega-lite\": \"https://cdn.jsdelivr.net/npm/vega-lite@5.8.0?noext\",\n",
        "      \"vega-embed\": \"https://cdn.jsdelivr.net/npm/vega-embed@6?noext\",\n",
        "    };\n",
        "\n",
@@ -1845,12 +1846,12 @@
        "      require([\"vega-embed\"], displayChart, err => showError(`Error loading script: ${err.message}`));\n",
        "    } else {\n",
        "      maybeLoadScript(\"vega\", \"5\")\n",
-       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.20.1\"))\n",
+       "        .then(() => maybeLoadScript(\"vega-lite\", \"5.8.0\"))\n",
        "        .then(() => maybeLoadScript(\"vega-embed\", \"6\"))\n",
        "        .catch(showError)\n",
        "        .then(() => displayChart(vegaEmbed));\n",
        "    }\n",
-       "  })({\"config\": {\"view\": {\"continuousWidth\": 300, \"continuousHeight\": 300}}, \"data\": {\"name\": \"data-5a3e2dce54b8344f8f015c0e9b8b1727\"}, \"mark\": {\"type\": \"bar\"}, \"encoding\": {\"column\": {\"field\": \"draco_version\", \"header\": {\"labelExpr\": \"\\\"Draco \\\" + datum.value\"}, \"title\": \"System Version\", \"type\": \"nominal\"}, \"tooltip\": [{\"field\": \"better_ranked_label\", \"title\": \"Better Ranked Vis\", \"type\": \"nominal\"}, {\"aggregate\": \"count\", \"title\": \"Count of Visualization Pairs\", \"type\": \"quantitative\"}, {\"field\": \"draco_version\", \"title\": \"System Version\", \"type\": \"nominal\"}], \"x\": {\"field\": \"better_ranked_label\", \"title\": \"Better Ranked Vis\", \"type\": \"nominal\"}, \"y\": {\"aggregate\": \"count\", \"title\": \"Count of Visualization Pairs\", \"type\": \"quantitative\"}}, \"transform\": [{\"calculate\": \"datum.better_ranked == 0 ? \\\"Positive\\\" : \\\"Negative\\\"\", \"as\": \"better_ranked_label\"}], \"width\": 100, \"$schema\": \"https://vega.github.io/schema/vega-lite/v5.20.1.json\", \"datasets\": {\"data-5a3e2dce54b8344f8f015c0e9b8b1727\": [{\"pair_idx\": 2, \"cost_a\": 30, \"violations_a\": {\"encoding\": 3, \"encoding_field\": 3, \"type_q\": 2, \"type_n\": 1, \"nominal_color\": 1, \"c_c_point\": 1, \"continuous_x\": 1, \"continuous_y\": 1}, \"cost_b\": 30, \"violations_b\": {\"encoding\": 8, \"encoding_field\": 3, \"type_q\": 7, \"type_o\": 1, \"c_c_point\": 1, \"continuous_x\": 1, \"continuous_y\": 5, \"continuous_color\": 1, \"ordered_x\": 1}, \"better_ranked\": 1, \"draco_version\": 1}, {\"pair_idx\": 2, \"cost_a\": 33, \"violations_a\": {\"encoding\": 3, \"encoding_field\": 3, \"linear_scale\": 2, \"categorical_scale\": 1, \"c_c_point\": 1, \"linear_x\": 1, \"linear_y\": 1, \"categorical_color\": 1, \"value_point\": 1, \"value_continuous_x\": 1, \"value_discrete_color\": 1, \"interesting_x\": 1, \"interesting_color\": 1, \"cartesian_coordinate\": 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3, \"linear_scale\": 2, \"categorical_scale\": 1, \"c_c_point\": 1, \"linear_x\": 1, \"linear_y\": 1, \"categorical_color\": 1, \"summary_point\": 1, \"summary_continuous_x\": 1, \"summary_discrete_color\": 1, \"interesting_x\": 1, \"interesting_color\": 1, \"cartesian_coordinate\": 1}, \"cost_b\": 36, \"violations_b\": {\"bin\": 1, \"encoding\": 3, \"encoding_field\": 3, \"x_y_raw\": 1, \"color_entropy_low\": 1, \"linear_scale\": 2, \"ordinal_scale\": 1, \"d_d_point\": 1, \"linear_y\": 1, \"linear_color\": 1, \"ordinal_x\": 1, \"summary_point\": 1, \"summary_continuous_color\": 1, \"summary_discrete_x\": 1, \"interesting_x\": 1, \"interesting_color\": 1, \"cartesian_coordinate\": 1}, \"better_ranked\": 0, \"draco_version\": 2}, {\"pair_idx\": 30, \"cost_a\": 21, \"violations_a\": {\"encoding\": 8, \"encoding_field\": 3, \"type_q\": 7, \"type_o\": 1, \"c_c_point\": 1, \"continuous_x\": 1, \"continuous_y\": 5, \"continuous_size\": 1, \"ordered_x\": 1}, \"cost_b\": 20, \"violations_b\": 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@@ -1926,7 +1927,7 @@
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@@ -1940,7 +1941,7 @@
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