generating datasets.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np \n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import base64\n",
    "import pandas as pd\n",
    "from IPython.display import HTML\n",
    "\n",
    "def create_download_link( df, title = \"Download CSV file\", filename = \"data.csv\"):\n",
    "    csv = df.to_csv()\n",
    "    b64 = base64.b64encode(csv.encode())\n",
    "    payload = b64.decode()\n",
    "    html = '<a download=\"{filename}\" href=\"data:text/csv;base64,{payload}\" target=\"_blank\">{title}</a>'\n",
    "    html = html.format(payload=payload,title=title,filename=filename)\n",
    "    return HTML(html)\n",
    "prices=pd.read_csv(\"PricesFile1.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>volatilityindex</th>\n",
       "      <th>volatilitydate</th>\n",
       "      <th>begtime</th>\n",
       "      <th>price</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>4071</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-03-02</td>\n",
       "      <td>2020-04-01</td>\n",
       "      <td>46.749</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4072</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-03-02</td>\n",
       "      <td>2020-05-01</td>\n",
       "      <td>46.919</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4073</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-03-02</td>\n",
       "      <td>2020-06-01</td>\n",
       "      <td>47.049</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4074</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-03-02</td>\n",
       "      <td>2020-07-01</td>\n",
       "      <td>47.139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4075</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-03-02</td>\n",
       "      <td>2020-08-01</td>\n",
       "      <td>47.199</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6125</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-05-29</td>\n",
       "      <td>2022-08-01</td>\n",
       "      <td>41.099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6126</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-05-29</td>\n",
       "      <td>2022-09-01</td>\n",
       "      <td>41.289</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6127</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-05-29</td>\n",
       "      <td>2022-10-01</td>\n",
       "      <td>41.479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6128</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-05-29</td>\n",
       "      <td>2022-11-01</td>\n",
       "      <td>41.679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6129</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-05-29</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>41.879</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1997 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            volatilityindex volatilitydate     begtime   price\n",
       "4071  WTI NYMEX LIGHT SWEET     2020-03-02  2020-04-01  46.749\n",
       "4072  WTI NYMEX LIGHT SWEET     2020-03-02  2020-05-01  46.919\n",
       "4073  WTI NYMEX LIGHT SWEET     2020-03-02  2020-06-01  47.049\n",
       "4074  WTI NYMEX LIGHT SWEET     2020-03-02  2020-07-01  47.139\n",
       "4075  WTI NYMEX LIGHT SWEET     2020-03-02  2020-08-01  47.199\n",
       "...                     ...            ...         ...     ...\n",
       "6125  WTI NYMEX LIGHT SWEET     2020-05-29  2022-08-01  41.099\n",
       "6126  WTI NYMEX LIGHT SWEET     2020-05-29  2022-09-01  41.289\n",
       "6127  WTI NYMEX LIGHT SWEET     2020-05-29  2022-10-01  41.479\n",
       "6128  WTI NYMEX LIGHT SWEET     2020-05-29  2022-11-01  41.679\n",
       "6129  WTI NYMEX LIGHT SWEET     2020-05-29  2022-12-01  41.879\n",
       "\n",
       "[1997 rows x 4 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_wti=prices[prices.priceindex=='WTI NYMEX LIGHT SWEET']\n",
    "df_wti=df_wti[pd.to_datetime(df_wti.pricedate) < pd.to_datetime(df_wti.delivdate)]\n",
    "year_2020=['2020-04-01', '2020-05-01', '2020-06-01', '2020-07-01','2020-08-01', '2020-09-01', '2020-10-01', '2020-11-01','2020-12-01']\n",
    "year_2021=['2021-01-01', '2021-02-01', '2021-03-01','2021-04-01', '2021-05-01', '2021-06-01', '2021-07-01','2021-08-01', '2021-09-01', '2021-10-01', '2021-11-01',\n",
    "       '2021-12-01']\n",
    "year_2022=['2022-01-01', '2022-02-01', '2022-03-01', '2022-04-01', '2022-05-01', '2022-06-01', '2022-07-01','2022-08-01', '2022-09-01', '2022-10-01', '2022-11-01',\n",
    "       '2022-12-01']\n",
    "df_wti21= df_wti[df_wti.delivdate.isin(year_2021)]\n",
    "df_wti22= df_wti[df_wti.delivdate.isin(year_2022)]\n",
    "df_wti20= df_wti[df_wti.delivdate.isin(year_2020)]\n",
    "df_wti.rename(columns={'priceindex':'volatilityindex','pricedate': 'volatilitydate', 'delivdate': 'begtime'},inplace=True)\n",
    "df_wti"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>price</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>volatilitydate</th>\n",
       "      <th>begtime</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">2020-03-02</th>\n",
       "      <th>2020-04-01</th>\n",
       "      <td>46.749</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-05-01</th>\n",
       "      <td>46.919</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-06-01</th>\n",
       "      <td>47.049</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-07-01</th>\n",
       "      <td>47.139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-08-01</th>\n",
       "      <td>47.199</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">2020-05-29</th>\n",
       "      <th>2022-08-01</th>\n",
       "      <td>41.099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-09-01</th>\n",
       "      <td>41.289</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-10-01</th>\n",
       "      <td>41.479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-11-01</th>\n",
       "      <td>41.679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-12-01</th>\n",
       "      <td>41.879</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1997 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                            price\n",
       "volatilitydate begtime           \n",
       "2020-03-02     2020-04-01  46.749\n",
       "               2020-05-01  46.919\n",
       "               2020-06-01  47.049\n",
       "               2020-07-01  47.139\n",
       "               2020-08-01  47.199\n",
       "...                           ...\n",
       "2020-05-29     2022-08-01  41.099\n",
       "               2022-09-01  41.289\n",
       "               2022-10-01  41.479\n",
       "               2022-11-01  41.679\n",
       "               2022-12-01  41.879\n",
       "\n",
       "[1997 rows x 1 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_wti_grouped=df_wti.groupby(by=['volatilitydate','begtime']).mean()\n",
    "df_wti_grouped\n",
    "#create_download_link(df_wti_grouped)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>price</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>begtime</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2020-04-01</th>\n",
       "      <td>46.749</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-05-01</th>\n",
       "      <td>46.919</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-06-01</th>\n",
       "      <td>47.049</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-07-01</th>\n",
       "      <td>47.139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-08-01</th>\n",
       "      <td>47.199</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-09-01</th>\n",
       "      <td>47.249</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-10-01</th>\n",
       "      <td>47.309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-11-01</th>\n",
       "      <td>47.399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-12-01</th>\n",
       "      <td>47.489</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-01-01</th>\n",
       "      <td>47.549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-02-01</th>\n",
       "      <td>47.589</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-03-01</th>\n",
       "      <td>47.629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-04-01</th>\n",
       "      <td>47.699</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-05-01</th>\n",
       "      <td>47.759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-06-01</th>\n",
       "      <td>47.819</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-07-01</th>\n",
       "      <td>47.849</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-08-01</th>\n",
       "      <td>47.879</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-09-01</th>\n",
       "      <td>47.929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-10-01</th>\n",
       "      <td>48.009</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-11-01</th>\n",
       "      <td>48.099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-12-01</th>\n",
       "      <td>48.189</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-01-01</th>\n",
       "      <td>48.209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-02-01</th>\n",
       "      <td>48.229</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-03-01</th>\n",
       "      <td>48.269</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-04-01</th>\n",
       "      <td>48.309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-05-01</th>\n",
       "      <td>48.369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-06-01</th>\n",
       "      <td>48.429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-07-01</th>\n",
       "      <td>48.439</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-08-01</th>\n",
       "      <td>48.469</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-09-01</th>\n",
       "      <td>48.509</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-10-01</th>\n",
       "      <td>48.559</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-11-01</th>\n",
       "      <td>48.609</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2022-12-01</th>\n",
       "      <td>48.669</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             price\n",
       "begtime           \n",
       "2020-04-01  46.749\n",
       "2020-05-01  46.919\n",
       "2020-06-01  47.049\n",
       "2020-07-01  47.139\n",
       "2020-08-01  47.199\n",
       "2020-09-01  47.249\n",
       "2020-10-01  47.309\n",
       "2020-11-01  47.399\n",
       "2020-12-01  47.489\n",
       "2021-01-01  47.549\n",
       "2021-02-01  47.589\n",
       "2021-03-01  47.629\n",
       "2021-04-01  47.699\n",
       "2021-05-01  47.759\n",
       "2021-06-01  47.819\n",
       "2021-07-01  47.849\n",
       "2021-08-01  47.879\n",
       "2021-09-01  47.929\n",
       "2021-10-01  48.009\n",
       "2021-11-01  48.099\n",
       "2021-12-01  48.189\n",
       "2022-01-01  48.209\n",
       "2022-02-01  48.229\n",
       "2022-03-01  48.269\n",
       "2022-04-01  48.309\n",
       "2022-05-01  48.369\n",
       "2022-06-01  48.429\n",
       "2022-07-01  48.439\n",
       "2022-08-01  48.469\n",
       "2022-09-01  48.509\n",
       "2022-10-01  48.559\n",
       "2022-11-01  48.609\n",
       "2022-12-01  48.669"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## obtaining data for price from a specific date\n",
    "#df_wti_grouped.get_group('2020-03-02')\n",
    "df_wti_grouped_1 = df_wti_grouped.xs(df_wti_grouped.index.levels[0][0])\n",
    "df_wti_grouped_1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/lib/python3.8/site-packages/pandas/core/frame.py:4157: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  return super().drop(\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>volatilityindex</th>\n",
       "      <th>begtime</th>\n",
       "      <th>price</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>volatilitydate</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-04-01</td>\n",
       "      <td>41.279</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-05-01</td>\n",
       "      <td>41.509</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-06-01</td>\n",
       "      <td>41.769</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-07-01</td>\n",
       "      <td>42.039</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-08-01</td>\n",
       "      <td>42.329</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-09-01</td>\n",
       "      <td>42.639</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-10-01</td>\n",
       "      <td>42.919</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>43.239</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-12-01</td>\n",
       "      <td>43.559</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2021-01-01</td>\n",
       "      <td>43.829</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2021-02-01</td>\n",
       "      <td>44.069</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2021-03-01</td>\n",
       "      <td>44.309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>44.549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2021-05-01</td>\n",
       "      <td>44.789</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2021-06-01</td>\n",
       "      <td>45.029</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2021-07-01</td>\n",
       "      <td>45.209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2021-08-01</td>\n",
       "      <td>45.379</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2021-09-01</td>\n",
       "      <td>45.559</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2021-10-01</td>\n",
       "      <td>45.739</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2021-11-01</td>\n",
       "      <td>45.929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2021-12-01</td>\n",
       "      <td>46.159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2022-01-01</td>\n",
       "      <td>46.299</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2022-02-01</td>\n",
       "      <td>46.439</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2022-03-01</td>\n",
       "      <td>46.579</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2022-04-01</td>\n",
       "      <td>46.729</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2022-05-01</td>\n",
       "      <td>46.899</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2022-06-01</td>\n",
       "      <td>47.069</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2022-07-01</td>\n",
       "      <td>47.189</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2022-08-01</td>\n",
       "      <td>47.309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2022-09-01</td>\n",
       "      <td>47.429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2022-10-01</td>\n",
       "      <td>47.549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2022-11-01</td>\n",
       "      <td>47.679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>47.819</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      volatilityindex     begtime   price\n",
       "volatilitydate                                           \n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2020-04-01  41.279\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2020-05-01  41.509\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2020-06-01  41.769\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2020-07-01  42.039\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2020-08-01  42.329\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2020-09-01  42.639\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2020-10-01  42.919\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2020-11-01  43.239\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2020-12-01  43.559\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2021-01-01  43.829\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2021-02-01  44.069\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2021-03-01  44.309\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2021-04-01  44.549\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2021-05-01  44.789\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2021-06-01  45.029\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2021-07-01  45.209\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2021-08-01  45.379\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2021-09-01  45.559\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2021-10-01  45.739\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2021-11-01  45.929\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2021-12-01  46.159\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2022-01-01  46.299\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2022-02-01  46.439\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2022-03-01  46.579\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2022-04-01  46.729\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2022-05-01  46.899\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2022-06-01  47.069\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2022-07-01  47.189\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2022-08-01  47.309\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2022-09-01  47.429\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2022-10-01  47.549\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2022-11-01  47.679\n",
       "2020-03-06      WTI NYMEX LIGHT SWEET  2022-12-01  47.819"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## For date specific \n",
    "df_wti_1=df_wti[df_wti.volatilitydate =='2020-03-06']\n",
    "#df_wti_1=df_wti_1[df_wti_1.begtime =='2020-11-01']\n",
    "df_wti_1.set_index(pd.to_datetime(df_wti_1.volatilitydate), inplace=True)\n",
    "df_wti_1.drop(columns=\"volatilitydate\", inplace=True)\n",
    "df_wti_1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>volatilityindex</th>\n",
       "      <th>volatilitydate</th>\n",
       "      <th>strikeprice</th>\n",
       "      <th>begtime</th>\n",
       "      <th>volatility</th>\n",
       "      <th>volatilityindex\\tvolatilitydate\\tstrikeprice\\tbegtime\\tvolatility</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-03-06</td>\n",
       "      <td>25.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.475</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-03-06</td>\n",
       "      <td>25.5</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.471</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-03-06</td>\n",
       "      <td>26.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.467</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-03-06</td>\n",
       "      <td>26.5</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.463</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-03-06</td>\n",
       "      <td>27.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.458</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9634</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-05-29</td>\n",
       "      <td>63.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.290</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9635</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-05-29</td>\n",
       "      <td>63.5</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.290</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9636</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-05-29</td>\n",
       "      <td>64.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.290</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9637</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-05-29</td>\n",
       "      <td>64.5</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.290</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9638</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>2020-05-29</td>\n",
       "      <td>65.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.290</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>77741 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              volatilityindex volatilitydate  strikeprice     begtime  \\\n",
       "0     V_WTI NYMEX LIGHT SWEET     2020-03-06         25.0  2020-11-01   \n",
       "1     V_WTI NYMEX LIGHT SWEET     2020-03-06         25.5  2020-11-01   \n",
       "2     V_WTI NYMEX LIGHT SWEET     2020-03-06         26.0  2020-11-01   \n",
       "3     V_WTI NYMEX LIGHT SWEET     2020-03-06         26.5  2020-11-01   \n",
       "4     V_WTI NYMEX LIGHT SWEET     2020-03-06         27.0  2020-11-01   \n",
       "...                       ...            ...          ...         ...   \n",
       "9634  V_WTI NYMEX LIGHT SWEET     2020-05-29         63.0  2022-12-01   \n",
       "9635  V_WTI NYMEX LIGHT SWEET     2020-05-29         63.5  2022-12-01   \n",
       "9636  V_WTI NYMEX LIGHT SWEET     2020-05-29         64.0  2022-12-01   \n",
       "9637  V_WTI NYMEX LIGHT SWEET     2020-05-29         64.5  2022-12-01   \n",
       "9638  V_WTI NYMEX LIGHT SWEET     2020-05-29         65.0  2022-12-01   \n",
       "\n",
       "      volatility  \\\n",
       "0          0.475   \n",
       "1          0.471   \n",
       "2          0.467   \n",
       "3          0.463   \n",
       "4          0.458   \n",
       "...          ...   \n",
       "9634       0.290   \n",
       "9635       0.290   \n",
       "9636       0.290   \n",
       "9637       0.290   \n",
       "9638       0.290   \n",
       "\n",
       "     volatilityindex\\tvolatilitydate\\tstrikeprice\\tbegtime\\tvolatility  \n",
       "0                                                   NaN                 \n",
       "1                                                   NaN                 \n",
       "2                                                   NaN                 \n",
       "3                                                   NaN                 \n",
       "4                                                   NaN                 \n",
       "...                                                 ...                 \n",
       "9634                                                NaN                 \n",
       "9635                                                NaN                 \n",
       "9636                                                NaN                 \n",
       "9637                                                NaN                 \n",
       "9638                                                NaN                 \n",
       "\n",
       "[77741 rows x 6 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wti_imvl20=pd.read_csv(\"WTI_ImpliedVols2020.csv\")\n",
    "wti_imvl21=pd.read_csv(\"WTI_ImpliedVols2021.csv\")\n",
    "wti_imvl22=pd.read_csv(\"WTI_ImpliedVols2022.csv\")\n",
    "frames=[wti_imvl20,wti_imvl21,wti_imvl22]\n",
    "wti_imvl = pd.concat(frames)\n",
    "wti_imvl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-10-c28acae878e9>:24: DeprecationWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n",
      "  wti_imvl_mar_6['price'] = pd.Series()\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>volatilityindex</th>\n",
       "      <th>strikeprice</th>\n",
       "      <th>begtime</th>\n",
       "      <th>volatility</th>\n",
       "      <th>price</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>volatilitydate</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>25.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.475</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>25.5</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.471</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>26.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.467</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>26.5</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.463</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>27.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.458</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>63.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.209</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>63.5</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.209</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>64.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.209</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>64.5</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.208</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>65.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.208</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>794 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        volatilityindex  strikeprice     begtime  volatility  \\\n",
       "volatilitydate                                                                 \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         25.0  2020-11-01       0.475   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         25.5  2020-11-01       0.471   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         26.0  2020-11-01       0.467   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         26.5  2020-11-01       0.463   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         27.0  2020-11-01       0.458   \n",
       "...                                 ...          ...         ...         ...   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         63.0  2022-12-01       0.209   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         63.5  2022-12-01       0.209   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         64.0  2022-12-01       0.209   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         64.5  2022-12-01       0.208   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         65.0  2022-12-01       0.208   \n",
       "\n",
       "                price  \n",
       "volatilitydate         \n",
       "2020-03-06        NaN  \n",
       "2020-03-06        NaN  \n",
       "2020-03-06        NaN  \n",
       "2020-03-06        NaN  \n",
       "2020-03-06        NaN  \n",
       "...               ...  \n",
       "2020-03-06        NaN  \n",
       "2020-03-06        NaN  \n",
       "2020-03-06        NaN  \n",
       "2020-03-06        NaN  \n",
       "2020-03-06        NaN  \n",
       "\n",
       "[794 rows x 5 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wti_imvl_mar_6=wti_imvl[wti_imvl.volatilitydate =='2020-03-06']\n",
    "for_mar_6=['2020-04-01', '2020-05-01', '2020-06-01', '2020-07-01',\n",
    "       '2020-08-01', '2020-09-01', '2020-10-01', '2020-11-01',\n",
    "       '2020-12-01', '2021-01-01', '2021-02-01', '2021-03-01',\n",
    "       '2021-04-01', '2021-05-01', '2021-06-01', '2021-07-01',\n",
    "       '2021-08-01', '2021-09-01', '2021-10-01', '2021-11-01',\n",
    "       '2021-12-01', '2022-01-01', '2022-02-01', '2022-03-01',\n",
    "       '2022-04-01', '2022-05-01', '2022-06-01', '2022-07-01',\n",
    "       '2022-08-01', '2022-09-01', '2022-10-01', '2022-11-01',\n",
    "       '2022-12-01']\n",
    "wti_imvl_mar_6=wti_imvl_mar_6[wti_imvl_mar_6.begtime.isin(for_mar_6)]\n",
    "wti_imvl_mar_6.set_index(pd.to_datetime(wti_imvl_mar_6.volatilitydate), inplace=True)\n",
    "wti_imvl_mar_6.drop(columns=\"volatilitydate\", inplace=True)\n",
    "\n",
    "#wti_imvl20_1['price'] = df_wti20_1.price\n",
    "#wti_imvl20_1['irate'] = rates_7M.bidrate\n",
    "#create_download_link(wti_imvl20_1)\n",
    "wti_imvl_mar_6.drop(columns=\"volatilityindex\\tvolatilitydate\\tstrikeprice\\tbegtime\\tvolatility\", inplace=True)\n",
    "#wti_imvl_mar_6=wti_imvl_mar_6.groupby(['strikeprice','begtime']).mean()\n",
    "\n",
    "#wti_imvl_mar_6=wti_imvl_mar_6.groupby('strikeprice').mean()\n",
    "#wti_imvl_mar_6=wti_imvl_mar_6.reindex(['volatilityindex', 'strikeprice', 'begtime', 'volatility','price'])\n",
    "#wti_imvl_mar_6.assign(price=np.nan)\n",
    "wti_imvl_mar_6['price'] = pd.Series()\n",
    "wti_imvl_mar_6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/lib/python3.8/site-packages/pandas/core/indexing.py:670: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  iloc._setitem_with_indexer(indexer, value)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>volatilityindex</th>\n",
       "      <th>strikeprice</th>\n",
       "      <th>begtime</th>\n",
       "      <th>volatility</th>\n",
       "      <th>price</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>volatilitydate</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>25.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.475</td>\n",
       "      <td>43.239</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>25.5</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.471</td>\n",
       "      <td>43.239</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>26.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.467</td>\n",
       "      <td>43.239</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>26.5</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.463</td>\n",
       "      <td>43.239</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>27.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.458</td>\n",
       "      <td>43.239</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>63.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.209</td>\n",
       "      <td>47.819</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>63.5</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.209</td>\n",
       "      <td>47.819</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>64.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.209</td>\n",
       "      <td>47.819</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>64.5</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.208</td>\n",
       "      <td>47.819</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>65.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.208</td>\n",
       "      <td>47.819</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>794 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        volatilityindex  strikeprice     begtime  volatility  \\\n",
       "volatilitydate                                                                 \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         25.0  2020-11-01       0.475   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         25.5  2020-11-01       0.471   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         26.0  2020-11-01       0.467   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         26.5  2020-11-01       0.463   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         27.0  2020-11-01       0.458   \n",
       "...                                 ...          ...         ...         ...   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         63.0  2022-12-01       0.209   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         63.5  2022-12-01       0.209   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         64.0  2022-12-01       0.209   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         64.5  2022-12-01       0.208   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         65.0  2022-12-01       0.208   \n",
       "\n",
       "                 price  \n",
       "volatilitydate          \n",
       "2020-03-06      43.239  \n",
       "2020-03-06      43.239  \n",
       "2020-03-06      43.239  \n",
       "2020-03-06      43.239  \n",
       "2020-03-06      43.239  \n",
       "...                ...  \n",
       "2020-03-06      47.819  \n",
       "2020-03-06      47.819  \n",
       "2020-03-06      47.819  \n",
       "2020-03-06      47.819  \n",
       "2020-03-06      47.819  \n",
       "\n",
       "[794 rows x 5 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "for i in range(len(wti_imvl_mar_6)):\n",
    "    for j in range(len(df_wti_1)):\n",
    "        if (wti_imvl_mar_6.begtime.iloc[i]==df_wti_1.begtime.iloc[j]):\n",
    "            wti_imvl_mar_6.price.iloc[i]=df_wti_1.price[j]\n",
    "\n",
    "\n",
    "#create_download_link(wti_imvl_mar_6)        \n",
    "wti_imvl_mar_6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/lib/python3.8/site-packages/pandas/core/indexing.py:670: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  iloc._setitem_with_indexer(indexer, value)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>volatilityindex</th>\n",
       "      <th>strikeprice</th>\n",
       "      <th>begtime</th>\n",
       "      <th>volatility</th>\n",
       "      <th>price</th>\n",
       "      <th>int_rate</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>volatilitydate</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>25.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.475</td>\n",
       "      <td>43.239</td>\n",
       "      <td>0.949999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>25.5</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.471</td>\n",
       "      <td>43.239</td>\n",
       "      <td>0.949999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>26.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.467</td>\n",
       "      <td>43.239</td>\n",
       "      <td>0.949999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>26.5</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.463</td>\n",
       "      <td>43.239</td>\n",
       "      <td>0.949999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>27.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.458</td>\n",
       "      <td>43.239</td>\n",
       "      <td>0.949999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>63.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.209</td>\n",
       "      <td>47.819</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>63.5</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.209</td>\n",
       "      <td>47.819</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>64.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.209</td>\n",
       "      <td>47.819</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>64.5</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.208</td>\n",
       "      <td>47.819</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>65.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.208</td>\n",
       "      <td>47.819</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>794 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        volatilityindex  strikeprice     begtime  volatility  \\\n",
       "volatilitydate                                                                 \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         25.0  2020-11-01       0.475   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         25.5  2020-11-01       0.471   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         26.0  2020-11-01       0.467   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         26.5  2020-11-01       0.463   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         27.0  2020-11-01       0.458   \n",
       "...                                 ...          ...         ...         ...   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         63.0  2022-12-01       0.209   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         63.5  2022-12-01       0.209   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         64.0  2022-12-01       0.209   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         64.5  2022-12-01       0.208   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         65.0  2022-12-01       0.208   \n",
       "\n",
       "                 price  int_rate  \n",
       "volatilitydate                    \n",
       "2020-03-06      43.239  0.949999  \n",
       "2020-03-06      43.239  0.949999  \n",
       "2020-03-06      43.239  0.949999  \n",
       "2020-03-06      43.239  0.949999  \n",
       "2020-03-06      43.239  0.949999  \n",
       "...                ...       ...  \n",
       "2020-03-06      47.819  1.000000  \n",
       "2020-03-06      47.819  1.000000  \n",
       "2020-03-06      47.819  1.000000  \n",
       "2020-03-06      47.819  1.000000  \n",
       "2020-03-06      47.819  1.000000  \n",
       "\n",
       "[794 rows x 6 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wti_imvl_mar_6['int_rate'] = pd.Series(dtype='float64')\n",
    "rates=pd.read_csv('InterestRates.csv')\n",
    "rates_mar6=rates[rates.pricedate=='2020-03-06']\n",
    "for i in range(len(wti_imvl_mar_6)):\n",
    "    t=pd.to_datetime(wti_imvl_mar_6.begtime.iloc[i])\n",
    "    m=t.month-3 # 3 beacuase of march is the starting month\n",
    "    for j in range(len(rates_mar6)):\n",
    "        if(int(rates_mar6.maturity.iloc[j][0])==m):\n",
    "            wti_imvl_mar_6.int_rate.iloc[i]=rates_mar6.bidrate.iloc[j]\n",
    "            break\n",
    "        \n",
    "\n",
    "\n",
    "wti_imvl_mar_6\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<a download=\"data.csv\" href=\"data:text/csv;base64,volatilitydate,volatilityindex,strikeprice,begtime,volatility,price,int_rate
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.0,2020-11-01,0.475,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.5,2020-11-01,0.47100000000000003,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.0,2020-11-01,0.467,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.5,2020-11-01,0.46299999999999997,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.0,2020-11-01,0.45799999999999996,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.5,2020-11-01,0.455,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.0,2020-11-01,0.451,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.5,2020-11-01,0.447,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.0,2020-11-01,0.44299999999999995,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.5,2020-11-01,0.439,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.0,2020-11-01,0.436,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.5,2020-11-01,0.43200000000000005,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.0,2020-11-01,0.429,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.5,2020-11-01,0.425,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.0,2020-11-01,0.42200000000000004,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.5,2020-11-01,0.419,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.0,2020-11-01,0.415,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.5,2020-11-01,0.41200000000000003,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.0,2020-11-01,0.409,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.5,2020-11-01,0.406,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.0,2020-11-01,0.40299999999999997,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.5,2020-11-01,0.4,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.0,2020-11-01,0.397,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.5,2020-11-01,0.395,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.0,2020-11-01,0.392,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.5,2020-11-01,0.389,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.0,2020-11-01,0.386,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.5,2020-11-01,0.384,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.0,2020-11-01,0.381,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.5,2020-11-01,0.379,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.0,2020-11-01,0.377,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.5,2020-11-01,0.374,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.0,2020-11-01,0.37200000000000005,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.5,2020-11-01,0.37,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.0,2020-11-01,0.368,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.5,2020-11-01,0.365,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.0,2020-11-01,0.363,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.5,2020-11-01,0.361,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.0,2020-11-01,0.359,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.5,2020-11-01,0.35700000000000004,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.0,2020-11-01,0.35600000000000004,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.5,2020-11-01,0.354,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.0,2020-11-01,0.35200000000000004,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.5,2020-11-01,0.35,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.0,2020-11-01,0.349,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.5,2020-11-01,0.34700000000000003,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.0,2020-11-01,0.34600000000000003,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.5,2020-11-01,0.344,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.0,2020-11-01,0.34299999999999997,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.5,2020-11-01,0.341,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.0,2020-11-01,0.34,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.5,2020-11-01,0.33799999999999997,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.0,2020-11-01,0.337,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.5,2020-11-01,0.336,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.0,2020-11-01,0.335,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.5,2020-11-01,0.33399999999999996,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.0,2020-11-01,0.332,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.5,2020-11-01,0.331,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.0,2020-11-01,0.33,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.5,2020-11-01,0.32899999999999996,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.0,2020-11-01,0.32899999999999996,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.5,2020-11-01,0.32799999999999996,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.0,2020-11-01,0.327,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.5,2020-11-01,0.326,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.0,2020-11-01,0.325,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.5,2020-11-01,0.324,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.0,2020-11-01,0.324,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.5,2020-11-01,0.32299999999999995,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.0,2020-11-01,0.322,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.5,2020-11-01,0.322,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.0,2020-11-01,0.321,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.5,2020-11-01,0.321,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.0,2020-11-01,0.32,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.5,2020-11-01,0.32,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.0,2020-11-01,0.319,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.05,2020-11-01,0.32299999999999995,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.55,2020-11-01,0.32299999999999995,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.05,2020-11-01,0.322,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.55,2020-11-01,0.321,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.05,2020-11-01,0.321,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.55,2020-11-01,0.32,43.239,0.9499989999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.0,2020-12-01,0.451,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.5,2020-12-01,0.447,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.0,2020-12-01,0.44299999999999995,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.5,2020-12-01,0.439,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.0,2020-12-01,0.435,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.5,2020-12-01,0.431,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.0,2020-12-01,0.42700000000000005,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.5,2020-12-01,0.423,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.0,2020-12-01,0.42,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.5,2020-12-01,0.41600000000000004,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.0,2020-12-01,0.41200000000000003,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.5,2020-12-01,0.409,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.0,2020-12-01,0.405,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.5,2020-12-01,0.402,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.0,2020-12-01,0.39799999999999996,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.5,2020-12-01,0.395,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.0,2020-12-01,0.392,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.5,2020-12-01,0.38799999999999996,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.0,2020-12-01,0.385,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.5,2020-12-01,0.382,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.0,2020-12-01,0.379,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.5,2020-12-01,0.376,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.0,2020-12-01,0.373,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.5,2020-12-01,0.37,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.0,2020-12-01,0.368,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.5,2020-12-01,0.365,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.0,2020-12-01,0.36200000000000004,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.5,2020-12-01,0.359,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.0,2020-12-01,0.35700000000000004,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.5,2020-12-01,0.354,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.0,2020-12-01,0.35200000000000004,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.5,2020-12-01,0.35,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.0,2020-12-01,0.34700000000000003,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.5,2020-12-01,0.345,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.0,2020-12-01,0.34299999999999997,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.5,2020-12-01,0.341,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.0,2020-12-01,0.33899999999999997,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.5,2020-12-01,0.337,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.0,2020-12-01,0.335,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.5,2020-12-01,0.33299999999999996,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.0,2020-12-01,0.331,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.5,2020-12-01,0.32899999999999996,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.0,2020-12-01,0.327,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.5,2020-12-01,0.326,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.0,2020-12-01,0.324,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.5,2020-12-01,0.32299999999999995,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.0,2020-12-01,0.321,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.5,2020-12-01,0.32,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.0,2020-12-01,0.319,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.5,2020-12-01,0.317,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.0,2020-12-01,0.316,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.5,2020-12-01,0.315,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.0,2020-12-01,0.314,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.5,2020-12-01,0.313,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.0,2020-12-01,0.312,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.5,2020-12-01,0.311,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.0,2020-12-01,0.31,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.5,2020-12-01,0.309,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.0,2020-12-01,0.309,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.5,2020-12-01,0.308,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.0,2020-12-01,0.307,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.5,2020-12-01,0.307,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.0,2020-12-01,0.306,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.5,2020-12-01,0.306,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.0,2020-12-01,0.306,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.5,2020-12-01,0.306,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.0,2020-12-01,0.305,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.5,2020-12-01,0.305,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.0,2020-12-01,0.305,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.5,2020-12-01,0.305,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.0,2020-12-01,0.305,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.5,2020-12-01,0.305,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.0,2020-12-01,0.305,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.5,2020-12-01,0.306,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.0,2020-12-01,0.306,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.5,2020-12-01,0.306,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.0,2020-12-01,0.307,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.5,2020-12-01,0.307,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.0,2020-12-01,0.308,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.5,2020-12-01,0.309,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,65.0,2020-12-01,0.309,43.559,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.0,2020-04-01,0.873,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.5,2020-04-01,0.855,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.0,2020-04-01,0.8370000000000001,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.5,2020-04-01,0.82,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.0,2020-04-01,0.8029999999999999,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.5,2020-04-01,0.787,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.0,2020-04-01,0.7709999999999999,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.5,2020-04-01,0.7559999999999999,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.0,2020-04-01,0.741,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.5,2020-04-01,0.727,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.0,2020-04-01,0.713,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.5,2020-04-01,0.7,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.0,2020-04-01,0.687,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.5,2020-04-01,0.675,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.0,2020-04-01,0.6629999999999999,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.5,2020-04-01,0.6509999999999999,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.0,2020-04-01,0.64,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.5,2020-04-01,0.63,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.0,2020-04-01,0.62,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.5,2020-04-01,0.61,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.0,2020-04-01,0.601,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.5,2020-04-01,0.593,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.0,2020-04-01,0.584,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.5,2020-04-01,0.5770000000000001,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.0,2020-04-01,0.569,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.5,2020-04-01,0.562,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.0,2020-04-01,0.556,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.5,2020-04-01,0.55,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.0,2020-04-01,0.544,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.5,2020-04-01,0.539,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.0,2020-04-01,0.534,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.5,2020-04-01,0.529,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.0,2020-04-01,0.525,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.5,2020-04-01,0.521,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.0,2020-04-01,0.518,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.5,2020-04-01,0.515,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.0,2020-04-01,0.513,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.5,2020-04-01,0.51,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.0,2020-04-01,0.509,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.5,2020-04-01,0.507,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.0,2020-04-01,0.506,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.5,2020-04-01,0.505,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.0,2020-04-01,0.505,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.5,2020-04-01,0.505,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.0,2020-04-01,0.505,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.5,2020-04-01,0.506,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.0,2020-04-01,0.507,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.5,2020-04-01,0.508,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.0,2020-04-01,0.51,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.5,2020-04-01,0.512,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.0,2020-04-01,0.514,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.5,2020-04-01,0.517,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.0,2020-04-01,0.52,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.5,2020-04-01,0.523,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.0,2020-04-01,0.527,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.5,2020-04-01,0.531,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.0,2020-04-01,0.535,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.5,2020-04-01,0.539,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.0,2020-04-01,0.544,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.5,2020-04-01,0.5489999999999999,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.0,2020-04-01,0.5539999999999999,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.5,2020-04-01,0.56,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.0,2020-04-01,0.5660000000000001,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.5,2020-04-01,0.5720000000000001,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.0,2020-04-01,0.578,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.5,2020-04-01,0.585,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.0,2020-04-01,0.5920000000000001,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.5,2020-04-01,0.599,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.0,2020-04-01,0.607,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.5,2020-04-01,0.614,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.0,2020-04-01,0.622,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.5,2020-04-01,0.63,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.0,2020-04-01,0.639,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.5,2020-04-01,0.647,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.0,2020-04-01,0.6559999999999999,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.5,2020-04-01,0.665,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.0,2020-04-01,0.674,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.5,2020-04-01,0.684,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.0,2020-04-01,0.693,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.5,2020-04-01,0.703,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,65.0,2020-04-01,0.713,41.278999999999996,1.058334
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.0,2020-05-01,0.855,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.5,2020-05-01,0.846,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.0,2020-05-01,0.836,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.5,2020-05-01,0.826,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.0,2020-05-01,0.8170000000000001,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.5,2020-05-01,0.807,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.0,2020-05-01,0.7979999999999999,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.5,2020-05-01,0.789,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.0,2020-05-01,0.78,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.5,2020-05-01,0.7709999999999999,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.0,2020-05-01,0.762,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.5,2020-05-01,0.753,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.0,2020-05-01,0.745,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.5,2020-05-01,0.736,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.0,2020-05-01,0.728,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.5,2020-05-01,0.72,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.0,2020-05-01,0.7120000000000001,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.5,2020-05-01,0.7040000000000001,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.0,2020-05-01,0.696,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.5,2020-05-01,0.688,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.0,2020-05-01,0.6809999999999999,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.5,2020-05-01,0.674,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.0,2020-05-01,0.667,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.5,2020-05-01,0.66,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.0,2020-05-01,0.653,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.5,2020-05-01,0.6459999999999999,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.0,2020-05-01,0.639,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.5,2020-05-01,0.633,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.0,2020-05-01,0.627,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.5,2020-05-01,0.621,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.0,2020-05-01,0.615,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.5,2020-05-01,0.609,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.0,2020-05-01,0.603,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.5,2020-05-01,0.598,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.0,2020-05-01,0.593,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.5,2020-05-01,0.588,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.0,2020-05-01,0.583,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.5,2020-05-01,0.578,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.0,2020-05-01,0.573,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.5,2020-05-01,0.569,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.0,2020-05-01,0.565,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.5,2020-05-01,0.561,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.0,2020-05-01,0.557,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.5,2020-05-01,0.5529999999999999,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.0,2020-05-01,0.55,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.5,2020-05-01,0.546,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.0,2020-05-01,0.5429999999999999,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.5,2020-05-01,0.54,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.0,2020-05-01,0.537,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.5,2020-05-01,0.535,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.0,2020-05-01,0.5329999999999999,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.5,2020-05-01,0.53,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.0,2020-05-01,0.529,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.5,2020-05-01,0.527,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.0,2020-05-01,0.525,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.5,2020-05-01,0.524,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.0,2020-05-01,0.523,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.5,2020-05-01,0.522,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.0,2020-05-01,0.521,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.5,2020-05-01,0.521,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.0,2020-05-01,0.52,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.5,2020-05-01,0.52,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.0,2020-05-01,0.52,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.5,2020-05-01,0.521,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.0,2020-05-01,0.521,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.5,2020-05-01,0.522,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.0,2020-05-01,0.523,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.5,2020-05-01,0.525,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.0,2020-05-01,0.526,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.5,2020-05-01,0.528,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.0,2020-05-01,0.53,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.5,2020-05-01,0.532,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.0,2020-05-01,0.534,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.5,2020-05-01,0.537,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.0,2020-05-01,0.54,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.5,2020-05-01,0.5429999999999999,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.0,2020-05-01,0.546,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.5,2020-05-01,0.55,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.0,2020-05-01,0.5539999999999999,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.5,2020-05-01,0.5579999999999999,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,65.0,2020-05-01,0.562,41.50899999999999,0.573333
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.0,2020-06-01,0.7120000000000001,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.5,2020-06-01,0.7040000000000001,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.0,2020-06-01,0.6970000000000001,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.5,2020-06-01,0.6890000000000001,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.0,2020-06-01,0.6809999999999999,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.5,2020-06-01,0.674,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.0,2020-06-01,0.667,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.5,2020-06-01,0.66,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.0,2020-06-01,0.653,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.5,2020-06-01,0.6459999999999999,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.0,2020-06-01,0.639,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.5,2020-06-01,0.633,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.0,2020-06-01,0.627,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.5,2020-06-01,0.62,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.0,2020-06-01,0.614,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.5,2020-06-01,0.608,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.0,2020-06-01,0.602,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.5,2020-06-01,0.597,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.0,2020-06-01,0.591,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.5,2020-06-01,0.586,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.0,2020-06-01,0.581,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.5,2020-06-01,0.575,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.0,2020-06-01,0.57,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.5,2020-06-01,0.5660000000000001,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.0,2020-06-01,0.561,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.5,2020-06-01,0.556,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.0,2020-06-01,0.552,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.5,2020-06-01,0.547,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.0,2020-06-01,0.5429999999999999,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.5,2020-06-01,0.539,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.0,2020-06-01,0.535,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.5,2020-06-01,0.531,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.0,2020-06-01,0.527,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.5,2020-06-01,0.524,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.0,2020-06-01,0.52,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.5,2020-06-01,0.517,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.0,2020-06-01,0.514,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.5,2020-06-01,0.511,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.0,2020-06-01,0.508,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.5,2020-06-01,0.505,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.0,2020-06-01,0.502,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.5,2020-06-01,0.499,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.0,2020-06-01,0.49700000000000005,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.5,2020-06-01,0.494,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.0,2020-06-01,0.49200000000000005,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.5,2020-06-01,0.49,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.0,2020-06-01,0.488,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.5,2020-06-01,0.486,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.0,2020-06-01,0.484,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.5,2020-06-01,0.48200000000000004,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.0,2020-06-01,0.48100000000000004,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.5,2020-06-01,0.479,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.0,2020-06-01,0.478,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.5,2020-06-01,0.47600000000000003,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.0,2020-06-01,0.475,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.5,2020-06-01,0.474,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.0,2020-06-01,0.473,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.5,2020-06-01,0.47200000000000003,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.0,2020-06-01,0.47100000000000003,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.5,2020-06-01,0.47100000000000003,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.0,2020-06-01,0.47,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.5,2020-06-01,0.47,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.0,2020-06-01,0.469,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.5,2020-06-01,0.469,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.0,2020-06-01,0.469,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.5,2020-06-01,0.469,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.0,2020-06-01,0.469,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.5,2020-06-01,0.469,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.0,2020-06-01,0.469,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.5,2020-06-01,0.47,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.0,2020-06-01,0.47,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.5,2020-06-01,0.47100000000000003,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.0,2020-06-01,0.47100000000000003,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.5,2020-06-01,0.47200000000000003,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.0,2020-06-01,0.473,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.5,2020-06-01,0.474,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.0,2020-06-01,0.475,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.5,2020-06-01,0.47600000000000003,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.0,2020-06-01,0.47700000000000004,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.5,2020-06-01,0.478,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,65.0,2020-06-01,0.48,41.769,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.0,2020-07-01,0.652,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.5,2020-07-01,0.645,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.0,2020-07-01,0.637,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.5,2020-07-01,0.63,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.0,2020-07-01,0.622,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.5,2020-07-01,0.615,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.0,2020-07-01,0.608,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.5,2020-07-01,0.602,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.0,2020-07-01,0.595,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.5,2020-07-01,0.588,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.0,2020-07-01,0.5820000000000001,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.5,2020-07-01,0.5760000000000001,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.0,2020-07-01,0.569,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.5,2020-07-01,0.563,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.0,2020-07-01,0.557,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.5,2020-07-01,0.552,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.0,2020-07-01,0.546,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.5,2020-07-01,0.541,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.0,2020-07-01,0.535,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.5,2020-07-01,0.53,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.0,2020-07-01,0.525,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.5,2020-07-01,0.52,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.0,2020-07-01,0.515,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.5,2020-07-01,0.51,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.0,2020-07-01,0.506,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.5,2020-07-01,0.501,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.0,2020-07-01,0.49700000000000005,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.5,2020-07-01,0.493,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.0,2020-07-01,0.489,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.5,2020-07-01,0.485,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.0,2020-07-01,0.48100000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.5,2020-07-01,0.47700000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.0,2020-07-01,0.473,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.5,2020-07-01,0.47,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.0,2020-07-01,0.467,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.5,2020-07-01,0.46299999999999997,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.0,2020-07-01,0.46,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.5,2020-07-01,0.457,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.0,2020-07-01,0.45399999999999996,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.5,2020-07-01,0.451,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.0,2020-07-01,0.449,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.5,2020-07-01,0.446,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.0,2020-07-01,0.444,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.5,2020-07-01,0.441,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.0,2020-07-01,0.439,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.5,2020-07-01,0.43700000000000006,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.0,2020-07-01,0.435,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.5,2020-07-01,0.433,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.0,2020-07-01,0.431,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.5,2020-07-01,0.43,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.0,2020-07-01,0.428,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.5,2020-07-01,0.426,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.0,2020-07-01,0.425,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.5,2020-07-01,0.424,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.0,2020-07-01,0.423,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.5,2020-07-01,0.42200000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.0,2020-07-01,0.42100000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.5,2020-07-01,0.42,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.0,2020-07-01,0.419,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.5,2020-07-01,0.418,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.0,2020-07-01,0.418,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.5,2020-07-01,0.41700000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.0,2020-07-01,0.41700000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.5,2020-07-01,0.41700000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.0,2020-07-01,0.41600000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.5,2020-07-01,0.41600000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.0,2020-07-01,0.41600000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.5,2020-07-01,0.41600000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.0,2020-07-01,0.41700000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.5,2020-07-01,0.41700000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.0,2020-07-01,0.41700000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.5,2020-07-01,0.418,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.0,2020-07-01,0.418,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.5,2020-07-01,0.419,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.0,2020-07-01,0.42,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.5,2020-07-01,0.42,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.0,2020-07-01,0.42100000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.5,2020-07-01,0.42200000000000004,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.0,2020-07-01,0.423,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.5,2020-07-01,0.424,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,65.0,2020-07-01,0.426,42.038999999999994,0.7416659999999999
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.0,2020-09-01,0.536,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.5,2020-09-01,0.53,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.0,2020-09-01,0.525,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.5,2020-09-01,0.52,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.0,2020-09-01,0.515,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.5,2020-09-01,0.509,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.0,2020-09-01,0.504,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.5,2020-09-01,0.499,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.0,2020-09-01,0.495,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.5,2020-09-01,0.49,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.0,2020-09-01,0.485,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.5,2020-09-01,0.48100000000000004,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.0,2020-09-01,0.47600000000000003,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.5,2020-09-01,0.47200000000000003,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.0,2020-09-01,0.46799999999999997,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.5,2020-09-01,0.46299999999999997,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.0,2020-09-01,0.45899999999999996,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.5,2020-09-01,0.455,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.0,2020-09-01,0.451,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.5,2020-09-01,0.447,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.0,2020-09-01,0.444,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.5,2020-09-01,0.44,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.0,2020-09-01,0.436,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.5,2020-09-01,0.433,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.0,2020-09-01,0.429,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.5,2020-09-01,0.426,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.0,2020-09-01,0.423,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.5,2020-09-01,0.419,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.0,2020-09-01,0.41600000000000004,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.5,2020-09-01,0.413,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.0,2020-09-01,0.41,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.5,2020-09-01,0.40700000000000003,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.0,2020-09-01,0.405,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.5,2020-09-01,0.402,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.0,2020-09-01,0.39899999999999997,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.5,2020-09-01,0.397,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.0,2020-09-01,0.39399999999999996,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.5,2020-09-01,0.392,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.0,2020-09-01,0.389,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.5,2020-09-01,0.387,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.0,2020-09-01,0.385,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.5,2020-09-01,0.382,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.0,2020-09-01,0.38,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.5,2020-09-01,0.37799999999999995,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.0,2020-09-01,0.376,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.5,2020-09-01,0.374,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.0,2020-09-01,0.37200000000000005,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.5,2020-09-01,0.371,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.0,2020-09-01,0.369,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.5,2020-09-01,0.36700000000000005,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.0,2020-09-01,0.366,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.5,2020-09-01,0.364,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.0,2020-09-01,0.363,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.5,2020-09-01,0.361,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.0,2020-09-01,0.36,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.5,2020-09-01,0.358,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.0,2020-09-01,0.35700000000000004,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.5,2020-09-01,0.35600000000000004,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.0,2020-09-01,0.355,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.5,2020-09-01,0.354,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.0,2020-09-01,0.353,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.5,2020-09-01,0.35200000000000004,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.0,2020-09-01,0.35100000000000003,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.5,2020-09-01,0.35,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.0,2020-09-01,0.349,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.5,2020-09-01,0.348,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.0,2020-09-01,0.348,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.5,2020-09-01,0.34700000000000003,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.0,2020-09-01,0.34600000000000003,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.5,2020-09-01,0.34600000000000003,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.0,2020-09-01,0.345,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.5,2020-09-01,0.345,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.0,2020-09-01,0.344,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.5,2020-09-01,0.344,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.0,2020-09-01,0.344,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.5,2020-09-01,0.34299999999999997,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.0,2020-09-01,0.34299999999999997,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.4,2020-09-01,0.39799999999999996,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.9,2020-09-01,0.39899999999999997,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.4,2020-09-01,0.4,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.9,2020-09-01,0.402,42.638999999999996,0.838333
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.0,2020-10-01,0.499,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,25.5,2020-10-01,0.494,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.0,2020-10-01,0.489,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,26.5,2020-10-01,0.484,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.0,2020-10-01,0.48,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.5,2020-10-01,0.475,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.0,2020-10-01,0.47,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.5,2020-10-01,0.466,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.0,2020-10-01,0.462,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.5,2020-10-01,0.457,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.0,2020-10-01,0.45299999999999996,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.5,2020-10-01,0.449,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.0,2020-10-01,0.445,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.5,2020-10-01,0.441,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.0,2020-10-01,0.43700000000000006,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.5,2020-10-01,0.434,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.0,2020-10-01,0.43,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.5,2020-10-01,0.426,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.0,2020-10-01,0.423,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.5,2020-10-01,0.419,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.0,2020-10-01,0.41600000000000004,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.5,2020-10-01,0.413,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.0,2020-10-01,0.41,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.5,2020-10-01,0.406,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.0,2020-10-01,0.40299999999999997,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.5,2020-10-01,0.4,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.0,2020-10-01,0.39799999999999996,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.5,2020-10-01,0.395,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.0,2020-10-01,0.392,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.5,2020-10-01,0.389,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.0,2020-10-01,0.387,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.5,2020-10-01,0.384,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.0,2020-10-01,0.382,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.5,2020-10-01,0.379,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.0,2020-10-01,0.377,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.5,2020-10-01,0.375,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.0,2020-10-01,0.37200000000000005,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.5,2020-10-01,0.37,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.0,2020-10-01,0.368,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.5,2020-10-01,0.366,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.0,2020-10-01,0.364,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.5,2020-10-01,0.36200000000000004,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.0,2020-10-01,0.36,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.5,2020-10-01,0.359,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.0,2020-10-01,0.35700000000000004,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.5,2020-10-01,0.355,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.0,2020-10-01,0.354,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.5,2020-10-01,0.35200000000000004,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.0,2020-10-01,0.35100000000000003,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.5,2020-10-01,0.349,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.0,2020-10-01,0.348,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.5,2020-10-01,0.34600000000000003,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.0,2020-10-01,0.345,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.5,2020-10-01,0.344,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.0,2020-10-01,0.342,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.5,2020-10-01,0.341,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.0,2020-10-01,0.34,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.5,2020-10-01,0.33899999999999997,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.0,2020-10-01,0.33799999999999997,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.5,2020-10-01,0.337,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.0,2020-10-01,0.336,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.5,2020-10-01,0.335,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.0,2020-10-01,0.33399999999999996,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.5,2020-10-01,0.33299999999999996,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.0,2020-10-01,0.332,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.5,2020-10-01,0.331,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.0,2020-10-01,0.331,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.5,2020-10-01,0.33,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.0,2020-10-01,0.32899999999999996,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.5,2020-10-01,0.32899999999999996,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.0,2020-10-01,0.32799999999999996,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.5,2020-10-01,0.327,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.0,2020-10-01,0.327,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.5,2020-10-01,0.326,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.0,2020-10-01,0.326,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.2,2020-10-01,0.32299999999999995,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.7,2020-10-01,0.322,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.2,2020-10-01,0.321,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.7,2020-10-01,0.321,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.2,2020-10-01,0.32,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.7,2020-10-01,0.319,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,65.0,2020-10-01,0.332,42.919,0.879999
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.5,2022-06-01,0.265,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.0,2022-06-01,0.265,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.5,2022-06-01,0.265,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.0,2022-06-01,0.265,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.5,2022-06-01,0.264,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.0,2022-06-01,0.264,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.5,2022-06-01,0.264,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.0,2022-06-01,0.256,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.5,2022-06-01,0.256,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.0,2022-06-01,0.255,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.5,2022-06-01,0.254,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.0,2022-06-01,0.253,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.5,2022-06-01,0.253,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.0,2022-06-01,0.252,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.5,2022-06-01,0.251,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.0,2022-06-01,0.25,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.5,2022-06-01,0.25,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.0,2022-06-01,0.249,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.5,2022-06-01,0.248,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.0,2022-06-01,0.248,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.5,2022-06-01,0.247,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.0,2022-06-01,0.24600000000000002,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.5,2022-06-01,0.24600000000000002,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.0,2022-06-01,0.245,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.5,2022-06-01,0.244,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.0,2022-06-01,0.244,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.5,2022-06-01,0.243,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.0,2022-06-01,0.242,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.5,2022-06-01,0.249,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.0,2022-06-01,0.248,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.5,2022-06-01,0.247,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.0,2022-06-01,0.247,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.5,2022-06-01,0.237,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.0,2022-06-01,0.23600000000000002,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.5,2022-06-01,0.235,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.0,2022-06-01,0.23399999999999999,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.5,2022-06-01,0.233,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.0,2022-06-01,0.23199999999999998,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.5,2022-06-01,0.231,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.0,2022-06-01,0.23,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.5,2022-06-01,0.22899999999999998,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.0,2022-06-01,0.228,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.5,2022-06-01,0.22699999999999998,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.0,2022-06-01,0.226,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.5,2022-06-01,0.226,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.0,2022-06-01,0.225,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.5,2022-06-01,0.22399999999999998,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.0,2022-06-01,0.223,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.5,2022-06-01,0.223,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.0,2022-06-01,0.222,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.5,2022-06-01,0.221,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.0,2022-06-01,0.221,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.5,2022-06-01,0.22,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.0,2022-06-01,0.22,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.5,2022-06-01,0.21899999999999997,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.0,2022-06-01,0.218,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.5,2022-06-01,0.218,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.0,2022-06-01,0.217,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.5,2022-06-01,0.217,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.0,2022-06-01,0.217,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.5,2022-06-01,0.21600000000000003,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.0,2022-06-01,0.21600000000000003,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.5,2022-06-01,0.215,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.0,2022-06-01,0.215,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.5,2022-06-01,0.215,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.0,2022-06-01,0.214,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.5,2022-06-01,0.214,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,65.0,2022-06-01,0.214,47.068999999999996,0.6650010000000001
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.0,2022-12-01,0.265,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,27.5,2022-12-01,0.265,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.0,2022-12-01,0.266,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,28.5,2022-12-01,0.266,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.0,2022-12-01,0.266,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,29.5,2022-12-01,0.266,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.0,2022-12-01,0.256,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,30.5,2022-12-01,0.254,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.0,2022-12-01,0.253,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,31.5,2022-12-01,0.252,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.0,2022-12-01,0.25,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,32.5,2022-12-01,0.249,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.0,2022-12-01,0.248,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,33.5,2022-12-01,0.247,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.0,2022-12-01,0.24600000000000002,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,34.5,2022-12-01,0.245,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.0,2022-12-01,0.244,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,35.5,2022-12-01,0.243,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.0,2022-12-01,0.242,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,36.5,2022-12-01,0.24100000000000002,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.0,2022-12-01,0.24100000000000002,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,37.5,2022-12-01,0.24,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.0,2022-12-01,0.239,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,38.5,2022-12-01,0.239,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.0,2022-12-01,0.23800000000000002,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,39.5,2022-12-01,0.23800000000000002,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.0,2022-12-01,0.237,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,40.5,2022-12-01,0.23600000000000002,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.0,2022-12-01,0.23600000000000002,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,41.5,2022-12-01,0.235,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.0,2022-12-01,0.235,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,42.5,2022-12-01,0.23399999999999999,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.0,2022-12-01,0.23399999999999999,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,43.5,2022-12-01,0.233,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.0,2022-12-01,0.233,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,44.5,2022-12-01,0.233,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.0,2022-12-01,0.23199999999999998,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,45.5,2022-12-01,0.23199999999999998,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.0,2022-12-01,0.231,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,46.5,2022-12-01,0.231,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.0,2022-12-01,0.23,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,47.5,2022-12-01,0.23,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.0,2022-12-01,0.22899999999999998,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,48.5,2022-12-01,0.228,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.0,2022-12-01,0.228,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,49.5,2022-12-01,0.22699999999999998,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.0,2022-12-01,0.22699999999999998,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,50.5,2022-12-01,0.226,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.0,2022-12-01,0.225,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,51.5,2022-12-01,0.22399999999999998,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.0,2022-12-01,0.24,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,52.5,2022-12-01,0.239,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.0,2022-12-01,0.239,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,53.5,2022-12-01,0.23800000000000002,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.0,2022-12-01,0.237,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,54.5,2022-12-01,0.215,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.0,2022-12-01,0.215,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,55.5,2022-12-01,0.214,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.0,2022-12-01,0.214,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,56.5,2022-12-01,0.213,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.0,2022-12-01,0.213,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,57.5,2022-12-01,0.212,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.0,2022-12-01,0.212,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,58.5,2022-12-01,0.21100000000000002,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.0,2022-12-01,0.21100000000000002,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,59.5,2022-12-01,0.21100000000000002,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.0,2022-12-01,0.21,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,60.5,2022-12-01,0.21,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.0,2022-12-01,0.21,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,61.5,2022-12-01,0.209,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.0,2022-12-01,0.209,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,62.5,2022-12-01,0.209,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.0,2022-12-01,0.209,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,63.5,2022-12-01,0.209,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.0,2022-12-01,0.209,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,64.5,2022-12-01,0.20800000000000002,47.818999999999996,1.0
2020-03-06,V_WTI NYMEX LIGHT SWEET,65.0,2022-12-01,0.20800000000000002,47.818999999999996,1.0
\" target=\"_blank\">Download CSV file</a>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "create_download_link(wti_imvl_mar_6)      "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#rates_8M=rates[rates.maturity=='8M']\n",
    "#rates_8M=rates_8M[rates.pricedate=='2020-03-06']\n",
    "#rates_8M.set_index(pd.to_datetime(rates_8M.pricedate), inplace=True)\n",
    "#rates_8M.drop(columns=\"pricedate\", inplace=True)\n",
    "#int(rates_8M.maturity.iloc[0][0])==8\n",
    "#type(rates_8M.bidrate.iloc[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>volatilityindex</th>\n",
       "      <th>strikeprice</th>\n",
       "      <th>begtime</th>\n",
       "      <th>volatility</th>\n",
       "      <th>price</th>\n",
       "      <th>int_rate</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>volatilitydate</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>25.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.475</td>\n",
       "      <td>43.239</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>25.5</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.471</td>\n",
       "      <td>43.239</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>26.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.467</td>\n",
       "      <td>43.239</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>26.5</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.463</td>\n",
       "      <td>43.239</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>27.0</td>\n",
       "      <td>2020-11-01</td>\n",
       "      <td>0.458</td>\n",
       "      <td>43.239</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>63.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.209</td>\n",
       "      <td>47.819</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>63.5</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.209</td>\n",
       "      <td>47.819</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>64.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.209</td>\n",
       "      <td>47.819</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>64.5</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.208</td>\n",
       "      <td>47.819</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-06</th>\n",
       "      <td>V_WTI NYMEX LIGHT SWEET</td>\n",
       "      <td>65.0</td>\n",
       "      <td>2022-12-01</td>\n",
       "      <td>0.208</td>\n",
       "      <td>47.819</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>794 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        volatilityindex  strikeprice     begtime  volatility  \\\n",
       "volatilitydate                                                                 \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         25.0  2020-11-01       0.475   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         25.5  2020-11-01       0.471   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         26.0  2020-11-01       0.467   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         26.5  2020-11-01       0.463   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         27.0  2020-11-01       0.458   \n",
       "...                                 ...          ...         ...         ...   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         63.0  2022-12-01       0.209   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         63.5  2022-12-01       0.209   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         64.0  2022-12-01       0.209   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         64.5  2022-12-01       0.208   \n",
       "2020-03-06      V_WTI NYMEX LIGHT SWEET         65.0  2022-12-01       0.208   \n",
       "\n",
       "                 price  int_rate  \n",
       "volatilitydate                    \n",
       "2020-03-06      43.239       NaN  \n",
       "2020-03-06      43.239       NaN  \n",
       "2020-03-06      43.239       NaN  \n",
       "2020-03-06      43.239       NaN  \n",
       "2020-03-06      43.239       NaN  \n",
       "...                ...       ...  \n",
       "2020-03-06      47.819       NaN  \n",
       "2020-03-06      47.819       NaN  \n",
       "2020-03-06      47.819       NaN  \n",
       "2020-03-06      47.819       NaN  \n",
       "2020-03-06      47.819       NaN  \n",
       "\n",
       "[794 rows x 6 columns]"
      ]
     },
     "execution_count": 168,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#wti_imvl_mar_6['int_rate'] = rates_8M.bidrate\n",
    "#wti_imvl_mar_6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}