Untitled.ipynb

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    "import os"
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    "twitterData = open('/Users/essamjoubori1/epidemico/gaia/tests/data/twitter_feed.json').read()"
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Check out some nice photos from around the city: https://t.co/FAbst58jPW https://t.co/Ro1FFXIOMG\", \"is_quote_status\": false, \"in_reply_to_status_id\": null, \"id\": 709425095060619266, \"favorite_count\": 0, \"source\": \"<a href=\\\\\"http://www.hootsuite.com\\\\\" rel=\\\\\"nofollow\\\\\">Hootsuite</a>\", \"retweeted\": false, \"coordinates\": null, \"entities\": {\"symbols\": [], \"user_mentions\": [], \"hashtags\": [{\"indices\": [25, 33], \"text\": \"chicago\"}], \"urls\": [{\"url\": \"https://t.co/FAbst58jPW\", \"indices\": [85, 108], \"expanded_url\": \"http://ow.ly/Zrzum\", \"display_url\": \"ow.ly/Zrzum\"}, {\"url\": \"https://t.co/Ro1FFXIOMG\", \"indices\": [109, 132], \"expanded_url\": \"http://ow.ly/Zrzz9\", \"display_url\": \"ow.ly/Zrzz9\"}]}, \"in_reply_to_screen_name\": null, \"id_str\": \"709425095060619266\", \"retweet_count\": 0, \"in_reply_to_user_id\": null, \"favorited\": false, \"user\": {\"follow_request_sent\": false, \"has_extended_profile\": false, \"profile_use_background_image\": false, \"default_profile_image\": false, \"id\": 2216381, \"profile_background_image_url_https\": \"https://pbs.twimg.com/profile_background_images/436894774952329216/ApT3LyBX.jpeg\", \"verified\": false, \"profile_text_color\": \"333333\", \"profile_image_url_https\": \"https://pbs.twimg.com/profile_images/604029890724155392/bCVpVuzQ_normal.png\", \"profile_sidebar_fill_color\": \"EFEFEF\", \"entities\": {\"url\": {\"urls\": [{\"url\": \"http://t.co/A6W1z2dsvH\", \"indices\": [0, 22], \"expanded_url\": \"http://www.chicago.com/\", \"display_url\": \"chicago.com\"}]}, \"description\": {\"urls\": []}}, \"followers_count\": 15259, \"profile_sidebar_border_color\": \"FFFFFF\", \"id_str\": \"2216381\", \"profile_background_color\": \"101035\", \"listed_count\": 444, \"is_translation_enabled\": false, \"utc_offset\": -18000, \"statuses_count\": 2973, \"description\": \"We help scour the city for cool things, upcoming events and news around the city.  Tweet to us with cool pics and questions about the city.\", \"friends_count\": 509, \"location\": \"Chicago\", \"profile_link_color\": \"0080C1\", \"profile_image_url\": \"http://pbs.twimg.com/profile_images/604029890724155392/bCVpVuzQ_normal.png\", \"following\": true, \"geo_enabled\": true, \"profile_banner_url\": \"https://pbs.twimg.com/profile_banners/2216381/1437579099\", \"profile_background_image_url\": \"http://pbs.twimg.com/profile_background_images/436894774952329216/ApT3LyBX.jpeg\", \"screen_name\": \"Chicago\", \"lang\": \"en\", \"profile_background_tile\": false, \"favourites_count\": 757, \"name\": \"Chicago.com\", \"notifications\": false, \"url\": \"http://t.co/A6W1z2dsvH\", \"created_at\": \"Sun Mar 25 23:00:07 +0000 2007\", \"contributors_enabled\": false, \"time_zone\": \"Central Time (US & Canada)\", \"protected\": false, \"default_profile\": false, \"is_translator\": false}, \"geo\": null, \"in_reply_to_user_id_str\": null, \"possibly_sensitive\": false, \"possibly_sensitive_appealable\": false, \"lang\": \"en\", \"created_at\": \"Mon Mar 14 17:04:57 +0000 2016\", \"in_reply_to_status_id_str\": null, \"place\": null}]\\n'"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "twitterData"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from gaia.inputs import TwitterIO"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "twitterIO = TwitterIO()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "geojson = twitterIO.convertToGeojson(twitterData)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
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     ]
    }
   ],
   "source": [
    "import json\n",
    "geojson_object = json.loads(geojson)\n",
    "geojson_normalized = json.dumps(geojson_object)\n",
    "print geojson_normalized"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from geopandas import GeoDataFrame, GeoSeries\n",
    "\n",
    "twitter_geojson_output = GeoDataFrame.from_file('/Users/essamjoubori1/epidemico/gaia/tests/data/twitter_output.geojson')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x110b77b50>"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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      "text/plain": [
       "<matplotlib.figure.Figure at 0x1107dd5d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "twitter_geojson_output.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}