DJIA Rankings.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import json\n",
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%capture\n",
    "requests.post('https://maker.ifttt.com/trigger/heroku_app/with/key/{KEY}', params={'value1':'DJIA Rankings'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_json(ticker):\n",
    "    output = {}\n",
    "    output['ticker'] = ticker\n",
    "\n",
    "    quote = requests.get('https://finnhub.io/api/v1/quote?symbol='+ticker+'&token={TOKEN}')\n",
    "    quote_json = json.loads(str(quote.json()).replace('\\'','\"').replace('None','\"None\"').replace('True','\"True\"').replace('False','\"False\"'))\n",
    "    output['quote'] = quote_json\n",
    "        \n",
    "    aggr = requests.get('https://finnhub.io/api/v1/scan/technical-indicator?symbol='+ticker+'&resolution=D&token={TOKEN}')\n",
    "    aggr_json = json.loads(str(aggr.json()).replace('\\'','\"').replace('None','\"None\"').replace('True','\"True\"').replace('False','\"False\"'))\n",
    "    output['technicalAnalysis'] = aggr_json\n",
    "\n",
    "    senti = requests.get('https://finnhub.io/api/v1/news-sentiment?symbol='+ticker+'&token={TOKEN}')\n",
    "    senti_json = json.loads(str(senti.json()).replace('\\'','\"').replace('None','\"None\"').replace('True','\"True\"').replace('False','\"False\"'))\n",
    "    output['sentiment'] = senti_json\n",
    "        \n",
    "    fins = requests.get('https://finnhub.io/api/v1/stock/metric?symbol='+ticker+'&metric=all&token={TOKEN}')\n",
    "    fins_json = json.loads(str(fins.json()).replace('\\'','\"').replace('None','\"None\"').replace('True','\"True\"').replace('False','\"False\"'))\n",
    "    fins_json = fins_json[\"metric\"]\n",
    "    output['financials'] = fins_json\n",
    "\n",
    "    return json.dumps(output, indent=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_quote(ticker):\n",
    "    quote = get_json(ticker)\n",
    "    quote_json = eval(quote)\n",
    "    \n",
    "    close = float(quote_json['quote']['c'])\n",
    "    prevClose = float(quote_json.get('quote').get('pc'))\n",
    "    change = float(round((close/prevClose-1)*100, 2))\n",
    "    signal = quote_json.get('technicalAnalysis').get('technicalAnalysis').get('signal')\n",
    "    articlesLastWk = quote_json.get('sentiment').get('buzz').get('articlesInLastWeek')\n",
    "    weeklyAvg = int(quote_json.get('sentiment').get('buzz').get('weeklyAverage')+0.5)\n",
    "    newsScore = float(quote_json.get('sentiment').get('companyNewsScore'))\n",
    "    sectorAvgNewsScore = float(quote_json.get('sentiment').get('sectorAverageNewsScore'))\n",
    "    buzz = float(quote_json.get('sentiment').get('buzz').get('buzz'))\n",
    "    bullishPercent = float(round(quote_json.get('sentiment').get('sentiment').get('bullishPercent')*100, 2))\n",
    "    sectorAvgBullishPercent = float(round(quote_json.get('sentiment').get('sectorAverageBullishPercent')*100, 2))\n",
    "    \n",
    "    return {'ticker':ticker, 'change':change,'close':close,'prevClose':prevClose,'signal':signal,'articlesLastWk':articlesLastWk,'weeklyAvg':weeklyAvg,'newsScore':newsScore,'sectorAvgNewsScore':sectorAvgNewsScore,'buzz':buzz,'bullishPercent':bullishPercent,'sectorAvgBullishPercent':sectorAvgBullishPercent}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "df = pd.DataFrame(columns=['ticker','change','close','prevClose','signal','articlesLastWk','weeklyAvg','newsScore','sectorAvgNewsScore','buzz','bullishPercent','sectorAvgBullishPercent'])\n",
    "\n",
    "for ticker in ['JPM', 'IBM', 'UNH', 'PG', 'BA', 'VZ', 'GS', 'INTC', 'HD', 'MCD', 'CSCO', 'V', 'MSFT', 'KO', 'AXP', 'AMGN', 'MRK', 'CVX', 'MMM', 'TRV', 'JNJ', 'DIS', 'HON', 'CAT', 'NKE', 'CRM', 'WBA', 'AAPL', 'DOW', 'WMT']:\n",
    "    df = df.append(get_quote(ticker), ignore_index = True)\n",
    "    time.sleep(5)\n",
    "    \n",
    "df = df.sort_values(by=['bullishPercent','newsScore','articlesLastWk','change'], ascending=False)\n",
    "df = df.reset_index(drop=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<a download=\"djia-rankings-2021_08_05-06_51_23.csv\" href=\"data:text/csv;base64,LHRpY2tlcixjaGFuZ2UsY2xvc2UscHJldkNsb3NlLHNpZ25hbCxhcnRpY2xlc0xhc3RXayx3ZWVrbHlBdmcsbmV3c1Njb3JlLHNlY3RvckF2Z05ld3NTY29yZSxidXp6LGJ1bGxpc2hQZXJjZW50LHNlY3RvckF2Z0J1bGxpc2hQZXJjZW50CjAsQ0FULC0xLjkxLDIwNC41MiwyMDguNSxuZXV0cmFsLDU3LDMwLDEuMCwwLjU0MywxLjkzMjIsMTAwLjAsNjYuMjcKMSxQRywtMS4wNiwxNDIuNDMsMTQzLjk1LG5ldXRyYWwsNDYsMzQsMS4wLDAuNTQ4MywxLjM3MzEsMTAwLjAsNjQuNzEKMixJQk0sLTAuOTEsMTQyLjc2LDE0NC4wNyxuZXV0cmFsLDE2LDM5LDEuMCwwLjUzNTIsMC40MDc2LDEwMC4wLDY1Ljk2CjMsTktFLDAuNCwxNzEuOTEsMTcxLjIzLG5ldXRyYWwsMjQsMzYsMC45NjU4LDAuNTQ4MywwLjY2NjYsMTAwLjAsNjQuNzEKNCxXQkEsLTIuMCw0Ni41NCw0Ny40OSxuZXV0cmFsLDE2LDE0LDAuOTY1OCwwLjU0ODMsMS4wNjQ3LDEwMC4wLDY0LjcxCjUsR1MsLTAuNjYsMzc3Ljg2LDM4MC4zNixuZXV0cmFsLDU3LDEyMiwwLjkxNjYsMC41MzIxLDAuNDY2MiwxMDAuMCw2My43Ngo2LENTQ08sLTEuMCw1NS42OSw1Ni4yNSxuZXV0cmFsLDEzLDE4LDAuODYwOCwwLjUzNTIsMC43NDI4LDEwMC4wLDY1Ljk2CjcsVlosLTAuNjUsNTUuMzcsNTUuNzMsbmV1dHJhbCwxOCw1MiwwLjc5MTEsMC41MzUyLDAuMzQ0NCwxMDAuMCw2NS45Ngo4LENSTSwxLjI2LDI0NC4xNywyNDEuMTMsbmV1dHJhbCwyMSwzMiwwLjc3MDYsMC41MzUyLDAuNjU2MiwxMDAuMCw2NS45Ngo5LEpOSiwtMC41OSwxNzMuMzYsMTc0LjM5LG5ldXRyYWwsODYsMTQyLDAuNTk4NCwwLjUxMzMsMC42MDc3LDEwMC4wLDYwLjk3CjEwLEhPTiwtMS4zMiwyMjkuNTksMjMyLjY1LG5ldXRyYWwsMTIsMjksMC41OTgsMC41NDMsMC40MTAyLDEwMC4wLDY2LjI3CjExLE1NTSwtMS43NCwxOTcuNTMsMjAxLjAzLG5ldXRyYWwsMTEsMjMsMC41ODQxLDAuNTQzLDAuNDc4MiwxMDAuMCw2Ni4yNQoxMixUUlYsLTAuNTgsMTQ5LjUyLDE1MC4zOSxuZXV0cmFsLDYsMjAsMC41ODQxLDAuNTMyMSwwLjMwMzcsMTAwLjAsNjMuNzYKMTMsV01ULC0wLjY4LDE0Mi44NCwxNDMuODIsbmV1dHJhbCw3Niw3NiwwLjU3MzYsMC41NDgzLDEuMCwxMDAuMCw2NC43MQoxNCxVTkgsLTAuMDksNDIxLjU0LDQyMS45LG5ldXRyYWwsMTgsNDIsMC41LDAuNTEzMywwLjQzMTEsMTAwLjAsNjAuOTcKMTUsQVhQLC0wLjU4LDE2OC4wNiwxNjkuMDQsbmV1dHJhbCwxOCwzNiwwLjUsMC41MzIxLDAuNTA3LDEwMC4wLDYzLjc2CjE2LEtPLC0xLjQ0LDU2LjEsNTYuOTIsbmV1dHJhbCwxNyw1MSwwLjUsMC41NDgzLDAuMzMzMywxMDAuMCw2NC43MQoxNyxDVlgsLTIuMjQsMTAwLjMsMTAyLjYsbmV1dHJhbCw3OCw1MiwwLjgsMC41NDI2LDEuNTA3Miw4NS43MSw2NS4xNwoxOCxNU0ZULC0wLjIxLDI4Ni41MSwyODcuMTIsbmV1dHJhbCwxMjAsMTk1LDAuNTU1MiwwLjUzNTIsMC42MTQ1LDg1LjcxLDY1Ljk2CjE5LEhELC0wLjQ5LDMzMC4zMSwzMzEuOTQsbmV1dHJhbCwyMiwyNCwwLjcyMiwwLjU0ODMsMC45MTY2LDgwLjAsNjQuNzEKMjAsQUFQTCwtMC4yOCwxNDYuOTUsMTQ3LjM2LG5ldXRyYWwsMTk2LDI5OCwwLjY1NCwwLjUzNTIsMC42NTgyLDc2LjkyLDY1Ljk2CjIxLElOVEMsLTAuMyw1My45LDU0LjA2LG5ldXRyYWwsMzMsODcsMC41NjU0LDAuNTM1MiwwLjM4MDQsNzUuMCw2NS45NgoyMixNQ0QsLTAuODksMjM0LjgzLDIzNi45NSxuZXV0cmFsLDI4LDQ4LDAuNTcyOSwwLjUzMzYsMC41ODYzLDcxLjQyLDY1LjI0CjIzLERJUywtMC4yNCwxNzIuNTgsMTcyLjk5LG5ldXRyYWwsMTAxLDk0LDAuNiwwLjUzMzYsMS4wODAyLDY5LjIzLDY1LjI0CjI0LEFNR04sLTYuNDYsMjI4LjMxLDI0NC4wOCxuZXV0cmFsLDQzLDIwLDAuNTcxNCwwLjUxMzQsMi4yMDUxLDY2LjY2LDYwLjk3CjI1LEpQTSwtMS4wOCwxNTEuMjQsMTUyLjg5LG5ldXRyYWwsNTksMTE4LDAuNTI2MywwLjUzMjEsMC41MDEsNjIuNSw2My43NgoyNixET1csLTEuOTksNjAuOTksNjIuMjMsbmV1dHJhbCwyNCwzMSwwLjQ3MDUsMC41MjY1LDAuNzY4LDU3LjE0LDYxLjI0CjI3LE1SSywtMS4yMiw3NS40OCw3Ni40MSxuZXV0cmFsLDEzLDMwLDAuNSwwLjUxMzMsMC40NDA2LDUwLjAsNjAuOTcKMjgsViwtMC4xOCwyMzYuNjcsMjM3LjA5LG5ldXRyYWwsMzYsNTIsMC40NzEzLDAuNTMyMSwwLjY5MjMsNTAuMCw2My43NgoyOSxCQSwtMS4wNywyMjYuNjMsMjI5LjA5LG5ldXRyYWwsNTEsOTMsMC4zMTQ4LDAuNTM1MiwwLjU0ODMsMzAuMCw2NS45Ngo=\" target=\"_blank\">Download as CSV</a>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from IPython.core.display import display, HTML\n",
    "import base64\n",
    "from datetime import datetime\n",
    "\n",
    "timestamp = datetime.now().strftime(\"%Y_%m_%d-%H_%M_%S\")\n",
    "def create_download_link( df, title = \"Download as CSV\", filename = \"djia-rankings-\"+timestamp+\".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",
    "\n",
    "display(create_download_link(df))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
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       "            color:  black;\n",
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       "            background-color:  #bf72bf;\n",
       "            color:  #000000;\n",
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       "            background-color:  #e7b9e7;\n",
       "            color:  #000000;\n",
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       "            background-color:  #ffd890;\n",
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       "            background-color:  #e4f6fe;\n",
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       "            color:  red;\n",
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       "            color:  black;\n",
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       "            background-color:  #dca6dc;\n",
       "            color:  #000000;\n",
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       "            background-color:  #ffdd9e;\n",
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       "            background-color:  #fedee4;\n",
       "            color:  #000000;\n",
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       "            color:  red;\n",
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       "            background-color:  #f3d0f3;\n",
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       "            background-color:  #ffe4b1;\n",
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       "            background-color:  #fcbac6;\n",
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       "            color:  red;\n",
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       "            background-color:  #fbddfb;\n",
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       "            background-color:  #ffe0a7;\n",
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       "            background-color:  #f88a9e;\n",
       "            color:  #000000;\n",
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       "            color:  red;\n",
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       "            color:  black;\n",
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       "            background-color:  #ebc2eb;\n",
       "            color:  #000000;\n",
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       "            background-color:  #ffe4b1;\n",
       "            color:  #000000;\n",
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       "            background-color:  #f88a9e;\n",
       "            color:  #000000;\n",
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       "            color:  red;\n",
       "        }    #T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col4 {\n",
       "            color:  black;\n",
       "        }    #T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col5 {\n",
       "            background-color:  #e1b0e1;\n",
       "            color:  #000000;\n",
       "        }    #T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col7 {\n",
       "            background-color:  #fff6e5;\n",
       "            color:  #000000;\n",
       "        }    #T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col10 {\n",
       "            background-color:  #ee002c;\n",
       "            color:  #f1f1f1;\n",
       "        }</style><table id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cab\" ><thead>    <tr>        <th class=\"blank level0\" ></th>        <th class=\"col_heading level0 col0\" >ticker</th>        <th class=\"col_heading level0 col1\" >change</th>        <th class=\"col_heading level0 col2\" >close</th>        <th class=\"col_heading level0 col3\" >prevClose</th>        <th class=\"col_heading level0 col4\" >signal</th>        <th class=\"col_heading level0 col5\" >articlesLastWk</th>        <th class=\"col_heading level0 col6\" >weeklyAvg</th>        <th class=\"col_heading level0 col7\" >newsScore</th>        <th class=\"col_heading level0 col8\" >sectorAvgNewsScore</th>        <th class=\"col_heading level0 col9\" >buzz</th>        <th class=\"col_heading level0 col10\" >bullishPercent</th>        <th class=\"col_heading level0 col11\" >sectorAvgBullishPercent</th>    </tr></thead><tbody>\n",
       "                <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row0\" class=\"row_heading level0 row0\" >0</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow0_col0\" class=\"data row0 col0\" >CAT</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow0_col1\" class=\"data row0 col1\" >-1.91%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow0_col2\" class=\"data row0 col2\" >$204.52</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow0_col3\" class=\"data row0 col3\" >$208.5</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow0_col4\" class=\"data row0 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow0_col5\" class=\"data row0 col5\" >57</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow0_col6\" class=\"data row0 col6\" >30</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow0_col7\" class=\"data row0 col7\" >1.0</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow0_col8\" class=\"data row0 col8\" >0.543</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow0_col9\" class=\"data row0 col9\" >1.93</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow0_col10\" class=\"data row0 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow0_col11\" class=\"data row0 col11\" >66.27%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row1\" class=\"row_heading level0 row1\" >1</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow1_col0\" class=\"data row1 col0\" >PG</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow1_col1\" class=\"data row1 col1\" >-1.06%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow1_col2\" class=\"data row1 col2\" >$142.43</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow1_col3\" class=\"data row1 col3\" >$143.95</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow1_col4\" class=\"data row1 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow1_col5\" class=\"data row1 col5\" >46</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow1_col6\" class=\"data row1 col6\" >34</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow1_col7\" class=\"data row1 col7\" >1.0</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow1_col8\" class=\"data row1 col8\" >0.548</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow1_col9\" class=\"data row1 col9\" >1.37</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow1_col10\" class=\"data row1 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow1_col11\" class=\"data row1 col11\" >64.71%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row2\" class=\"row_heading level0 row2\" >2</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow2_col0\" class=\"data row2 col0\" >IBM</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow2_col1\" class=\"data row2 col1\" >-0.91%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow2_col2\" class=\"data row2 col2\" >$142.76</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow2_col3\" class=\"data row2 col3\" >$144.07</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow2_col4\" class=\"data row2 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow2_col5\" class=\"data row2 col5\" >16</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow2_col6\" class=\"data row2 col6\" >39</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow2_col7\" class=\"data row2 col7\" >1.0</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow2_col8\" class=\"data row2 col8\" >0.535</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow2_col9\" class=\"data row2 col9\" >0.408</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow2_col10\" class=\"data row2 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow2_col11\" class=\"data row2 col11\" >65.96%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row3\" class=\"row_heading level0 row3\" >3</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow3_col0\" class=\"data row3 col0\" >NKE</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow3_col1\" class=\"data row3 col1\" >0.4%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow3_col2\" class=\"data row3 col2\" >$171.91</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow3_col3\" class=\"data row3 col3\" >$171.23</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow3_col4\" class=\"data row3 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow3_col5\" class=\"data row3 col5\" >24</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow3_col6\" class=\"data row3 col6\" >36</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow3_col7\" class=\"data row3 col7\" >0.966</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow3_col8\" class=\"data row3 col8\" >0.548</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow3_col9\" class=\"data row3 col9\" >0.667</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow3_col10\" class=\"data row3 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow3_col11\" class=\"data row3 col11\" >64.71%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row4\" class=\"row_heading level0 row4\" >4</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow4_col0\" class=\"data row4 col0\" >WBA</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow4_col1\" class=\"data row4 col1\" >-2.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow4_col2\" class=\"data row4 col2\" >$46.54</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow4_col3\" class=\"data row4 col3\" >$47.49</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow4_col4\" class=\"data row4 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow4_col5\" class=\"data row4 col5\" >16</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow4_col6\" class=\"data row4 col6\" >14</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow4_col7\" class=\"data row4 col7\" >0.966</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow4_col8\" class=\"data row4 col8\" >0.548</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow4_col9\" class=\"data row4 col9\" >1.06</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow4_col10\" class=\"data row4 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow4_col11\" class=\"data row4 col11\" >64.71%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row5\" class=\"row_heading level0 row5\" >5</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow5_col0\" class=\"data row5 col0\" >GS</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow5_col1\" class=\"data row5 col1\" >-0.66%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow5_col2\" class=\"data row5 col2\" >$377.86</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow5_col3\" class=\"data row5 col3\" >$380.36</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow5_col4\" class=\"data row5 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow5_col5\" class=\"data row5 col5\" >57</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow5_col6\" class=\"data row5 col6\" >122</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow5_col7\" class=\"data row5 col7\" >0.917</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow5_col8\" class=\"data row5 col8\" >0.532</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow5_col9\" class=\"data row5 col9\" >0.466</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow5_col10\" class=\"data row5 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow5_col11\" class=\"data row5 col11\" >63.76%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row6\" class=\"row_heading level0 row6\" >6</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow6_col0\" class=\"data row6 col0\" >CSCO</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow6_col1\" class=\"data row6 col1\" >-1.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow6_col2\" class=\"data row6 col2\" >$55.69</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow6_col3\" class=\"data row6 col3\" >$56.25</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow6_col4\" class=\"data row6 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow6_col5\" class=\"data row6 col5\" >13</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow6_col6\" class=\"data row6 col6\" >18</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow6_col7\" class=\"data row6 col7\" >0.861</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow6_col8\" class=\"data row6 col8\" >0.535</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow6_col9\" class=\"data row6 col9\" >0.743</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow6_col10\" class=\"data row6 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow6_col11\" class=\"data row6 col11\" >65.96%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row7\" class=\"row_heading level0 row7\" >7</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow7_col0\" class=\"data row7 col0\" >VZ</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow7_col1\" class=\"data row7 col1\" >-0.65%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow7_col2\" class=\"data row7 col2\" >$55.37</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow7_col3\" class=\"data row7 col3\" >$55.73</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow7_col4\" class=\"data row7 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow7_col5\" class=\"data row7 col5\" >18</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow7_col6\" class=\"data row7 col6\" >52</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow7_col7\" class=\"data row7 col7\" >0.791</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow7_col8\" class=\"data row7 col8\" >0.535</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow7_col9\" class=\"data row7 col9\" >0.344</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow7_col10\" class=\"data row7 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow7_col11\" class=\"data row7 col11\" >65.96%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row8\" class=\"row_heading level0 row8\" >8</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow8_col0\" class=\"data row8 col0\" >CRM</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow8_col1\" class=\"data row8 col1\" >1.26%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow8_col2\" class=\"data row8 col2\" >$244.17</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow8_col3\" class=\"data row8 col3\" >$241.13</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow8_col4\" class=\"data row8 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow8_col5\" class=\"data row8 col5\" >21</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow8_col6\" class=\"data row8 col6\" >32</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow8_col7\" class=\"data row8 col7\" >0.771</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow8_col8\" class=\"data row8 col8\" >0.535</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow8_col9\" class=\"data row8 col9\" >0.656</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow8_col10\" class=\"data row8 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow8_col11\" class=\"data row8 col11\" >65.96%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row9\" class=\"row_heading level0 row9\" >9</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow9_col0\" class=\"data row9 col0\" >JNJ</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow9_col1\" class=\"data row9 col1\" >-0.59%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow9_col2\" class=\"data row9 col2\" >$173.36</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow9_col3\" class=\"data row9 col3\" >$174.39</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow9_col4\" class=\"data row9 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow9_col5\" class=\"data row9 col5\" >86</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow9_col6\" class=\"data row9 col6\" >142</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow9_col7\" class=\"data row9 col7\" >0.598</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow9_col8\" class=\"data row9 col8\" >0.513</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow9_col9\" class=\"data row9 col9\" >0.608</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow9_col10\" class=\"data row9 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow9_col11\" class=\"data row9 col11\" >60.97%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row10\" class=\"row_heading level0 row10\" >10</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow10_col0\" class=\"data row10 col0\" >HON</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow10_col1\" class=\"data row10 col1\" >-1.32%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow10_col2\" class=\"data row10 col2\" >$229.59</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow10_col3\" class=\"data row10 col3\" >$232.65</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow10_col4\" class=\"data row10 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow10_col5\" class=\"data row10 col5\" >12</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow10_col6\" class=\"data row10 col6\" >29</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow10_col7\" class=\"data row10 col7\" >0.598</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow10_col8\" class=\"data row10 col8\" >0.543</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow10_col9\" class=\"data row10 col9\" >0.41</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow10_col10\" class=\"data row10 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow10_col11\" class=\"data row10 col11\" >66.27%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row11\" class=\"row_heading level0 row11\" >11</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow11_col0\" class=\"data row11 col0\" >MMM</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow11_col1\" class=\"data row11 col1\" >-1.74%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow11_col2\" class=\"data row11 col2\" >$197.53</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow11_col3\" class=\"data row11 col3\" >$201.03</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow11_col4\" class=\"data row11 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow11_col5\" class=\"data row11 col5\" >11</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow11_col6\" class=\"data row11 col6\" >23</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow11_col7\" class=\"data row11 col7\" >0.584</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow11_col8\" class=\"data row11 col8\" >0.543</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow11_col9\" class=\"data row11 col9\" >0.478</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow11_col10\" class=\"data row11 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow11_col11\" class=\"data row11 col11\" >66.25%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row12\" class=\"row_heading level0 row12\" >12</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow12_col0\" class=\"data row12 col0\" >TRV</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow12_col1\" class=\"data row12 col1\" >-0.58%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow12_col2\" class=\"data row12 col2\" >$149.52</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow12_col3\" class=\"data row12 col3\" >$150.39</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow12_col4\" class=\"data row12 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow12_col5\" class=\"data row12 col5\" >6</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow12_col6\" class=\"data row12 col6\" >20</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow12_col7\" class=\"data row12 col7\" >0.584</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow12_col8\" class=\"data row12 col8\" >0.532</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow12_col9\" class=\"data row12 col9\" >0.304</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow12_col10\" class=\"data row12 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow12_col11\" class=\"data row12 col11\" >63.76%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row13\" class=\"row_heading level0 row13\" >13</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow13_col0\" class=\"data row13 col0\" >WMT</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow13_col1\" class=\"data row13 col1\" >-0.68%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow13_col2\" class=\"data row13 col2\" >$142.84</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow13_col3\" class=\"data row13 col3\" >$143.82</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow13_col4\" class=\"data row13 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow13_col5\" class=\"data row13 col5\" >76</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow13_col6\" class=\"data row13 col6\" >76</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow13_col7\" class=\"data row13 col7\" >0.574</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow13_col8\" class=\"data row13 col8\" >0.548</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow13_col9\" class=\"data row13 col9\" >1.0</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow13_col10\" class=\"data row13 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow13_col11\" class=\"data row13 col11\" >64.71%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row14\" class=\"row_heading level0 row14\" >14</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow14_col0\" class=\"data row14 col0\" >UNH</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow14_col1\" class=\"data row14 col1\" >-0.09%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow14_col2\" class=\"data row14 col2\" >$421.54</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow14_col3\" class=\"data row14 col3\" >$421.9</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow14_col4\" class=\"data row14 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow14_col5\" class=\"data row14 col5\" >18</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow14_col6\" class=\"data row14 col6\" >42</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow14_col7\" class=\"data row14 col7\" >0.5</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow14_col8\" class=\"data row14 col8\" >0.513</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow14_col9\" class=\"data row14 col9\" >0.431</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow14_col10\" class=\"data row14 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow14_col11\" class=\"data row14 col11\" >60.97%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row15\" class=\"row_heading level0 row15\" >15</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow15_col0\" class=\"data row15 col0\" >AXP</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow15_col1\" class=\"data row15 col1\" >-0.58%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow15_col2\" class=\"data row15 col2\" >$168.06</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow15_col3\" class=\"data row15 col3\" >$169.04</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow15_col4\" class=\"data row15 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow15_col5\" class=\"data row15 col5\" >18</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow15_col6\" class=\"data row15 col6\" >36</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow15_col7\" class=\"data row15 col7\" >0.5</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow15_col8\" class=\"data row15 col8\" >0.532</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow15_col9\" class=\"data row15 col9\" >0.507</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow15_col10\" class=\"data row15 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow15_col11\" class=\"data row15 col11\" >63.76%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row16\" class=\"row_heading level0 row16\" >16</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow16_col0\" class=\"data row16 col0\" >KO</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow16_col1\" class=\"data row16 col1\" >-1.44%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow16_col2\" class=\"data row16 col2\" >$56.1</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow16_col3\" class=\"data row16 col3\" >$56.92</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow16_col4\" class=\"data row16 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow16_col5\" class=\"data row16 col5\" >17</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow16_col6\" class=\"data row16 col6\" >51</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow16_col7\" class=\"data row16 col7\" >0.5</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow16_col8\" class=\"data row16 col8\" >0.548</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow16_col9\" class=\"data row16 col9\" >0.333</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow16_col10\" class=\"data row16 col10\" >100.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow16_col11\" class=\"data row16 col11\" >64.71%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row17\" class=\"row_heading level0 row17\" >17</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow17_col0\" class=\"data row17 col0\" >CVX</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow17_col1\" class=\"data row17 col1\" >-2.24%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow17_col2\" class=\"data row17 col2\" >$100.3</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow17_col3\" class=\"data row17 col3\" >$102.6</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow17_col4\" class=\"data row17 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow17_col5\" class=\"data row17 col5\" >78</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow17_col6\" class=\"data row17 col6\" >52</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow17_col7\" class=\"data row17 col7\" >0.8</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow17_col8\" class=\"data row17 col8\" >0.543</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow17_col9\" class=\"data row17 col9\" >1.51</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow17_col10\" class=\"data row17 col10\" >85.71%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow17_col11\" class=\"data row17 col11\" >65.17%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row18\" class=\"row_heading level0 row18\" >18</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow18_col0\" class=\"data row18 col0\" >MSFT</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow18_col1\" class=\"data row18 col1\" >-0.21%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow18_col2\" class=\"data row18 col2\" >$286.51</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow18_col3\" class=\"data row18 col3\" >$287.12</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow18_col4\" class=\"data row18 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow18_col5\" class=\"data row18 col5\" >120</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow18_col6\" class=\"data row18 col6\" >195</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow18_col7\" class=\"data row18 col7\" >0.555</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow18_col8\" class=\"data row18 col8\" >0.535</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow18_col9\" class=\"data row18 col9\" >0.615</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow18_col10\" class=\"data row18 col10\" >85.71%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow18_col11\" class=\"data row18 col11\" >65.96%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row19\" class=\"row_heading level0 row19\" >19</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow19_col0\" class=\"data row19 col0\" >HD</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow19_col1\" class=\"data row19 col1\" >-0.49%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow19_col2\" class=\"data row19 col2\" >$330.31</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow19_col3\" class=\"data row19 col3\" >$331.94</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow19_col4\" class=\"data row19 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow19_col5\" class=\"data row19 col5\" >22</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow19_col6\" class=\"data row19 col6\" >24</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow19_col7\" class=\"data row19 col7\" >0.722</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow19_col8\" class=\"data row19 col8\" >0.548</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow19_col9\" class=\"data row19 col9\" >0.917</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow19_col10\" class=\"data row19 col10\" >80.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow19_col11\" class=\"data row19 col11\" >64.71%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row20\" class=\"row_heading level0 row20\" >20</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow20_col0\" class=\"data row20 col0\" >AAPL</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow20_col1\" class=\"data row20 col1\" >-0.28%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow20_col2\" class=\"data row20 col2\" >$146.95</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow20_col3\" class=\"data row20 col3\" >$147.36</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow20_col4\" class=\"data row20 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow20_col5\" class=\"data row20 col5\" >196</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow20_col6\" class=\"data row20 col6\" >298</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow20_col7\" class=\"data row20 col7\" >0.654</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow20_col8\" class=\"data row20 col8\" >0.535</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow20_col9\" class=\"data row20 col9\" >0.658</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow20_col10\" class=\"data row20 col10\" >76.92%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow20_col11\" class=\"data row20 col11\" >65.96%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row21\" class=\"row_heading level0 row21\" >21</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow21_col0\" class=\"data row21 col0\" >INTC</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow21_col1\" class=\"data row21 col1\" >-0.3%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow21_col2\" class=\"data row21 col2\" >$53.9</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow21_col3\" class=\"data row21 col3\" >$54.06</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow21_col4\" class=\"data row21 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow21_col5\" class=\"data row21 col5\" >33</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow21_col6\" class=\"data row21 col6\" >87</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow21_col7\" class=\"data row21 col7\" >0.565</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow21_col8\" class=\"data row21 col8\" >0.535</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow21_col9\" class=\"data row21 col9\" >0.38</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow21_col10\" class=\"data row21 col10\" >75.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow21_col11\" class=\"data row21 col11\" >65.96%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row22\" class=\"row_heading level0 row22\" >22</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow22_col0\" class=\"data row22 col0\" >MCD</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow22_col1\" class=\"data row22 col1\" >-0.89%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow22_col2\" class=\"data row22 col2\" >$234.83</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow22_col3\" class=\"data row22 col3\" >$236.95</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow22_col4\" class=\"data row22 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow22_col5\" class=\"data row22 col5\" >28</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow22_col6\" class=\"data row22 col6\" >48</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow22_col7\" class=\"data row22 col7\" >0.573</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow22_col8\" class=\"data row22 col8\" >0.534</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow22_col9\" class=\"data row22 col9\" >0.586</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow22_col10\" class=\"data row22 col10\" >71.42%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow22_col11\" class=\"data row22 col11\" >65.24%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row23\" class=\"row_heading level0 row23\" >23</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow23_col0\" class=\"data row23 col0\" >DIS</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow23_col1\" class=\"data row23 col1\" >-0.24%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow23_col2\" class=\"data row23 col2\" >$172.58</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow23_col3\" class=\"data row23 col3\" >$172.99</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow23_col4\" class=\"data row23 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow23_col5\" class=\"data row23 col5\" >101</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow23_col6\" class=\"data row23 col6\" >94</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow23_col7\" class=\"data row23 col7\" >0.6</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow23_col8\" class=\"data row23 col8\" >0.534</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow23_col9\" class=\"data row23 col9\" >1.08</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow23_col10\" class=\"data row23 col10\" >69.23%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow23_col11\" class=\"data row23 col11\" >65.24%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row24\" class=\"row_heading level0 row24\" >24</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow24_col0\" class=\"data row24 col0\" >AMGN</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow24_col1\" class=\"data row24 col1\" >-6.46%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow24_col2\" class=\"data row24 col2\" >$228.31</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow24_col3\" class=\"data row24 col3\" >$244.08</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow24_col4\" class=\"data row24 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow24_col5\" class=\"data row24 col5\" >43</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow24_col6\" class=\"data row24 col6\" >20</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow24_col7\" class=\"data row24 col7\" >0.571</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow24_col8\" class=\"data row24 col8\" >0.513</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow24_col9\" class=\"data row24 col9\" >2.21</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow24_col10\" class=\"data row24 col10\" >66.66%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow24_col11\" class=\"data row24 col11\" >60.97%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row25\" class=\"row_heading level0 row25\" >25</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow25_col0\" class=\"data row25 col0\" >JPM</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow25_col1\" class=\"data row25 col1\" >-1.08%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow25_col2\" class=\"data row25 col2\" >$151.24</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow25_col3\" class=\"data row25 col3\" >$152.89</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow25_col4\" class=\"data row25 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow25_col5\" class=\"data row25 col5\" >59</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow25_col6\" class=\"data row25 col6\" >118</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow25_col7\" class=\"data row25 col7\" >0.526</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow25_col8\" class=\"data row25 col8\" >0.532</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow25_col9\" class=\"data row25 col9\" >0.501</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow25_col10\" class=\"data row25 col10\" >62.5%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow25_col11\" class=\"data row25 col11\" >63.76%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row26\" class=\"row_heading level0 row26\" >26</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow26_col0\" class=\"data row26 col0\" >DOW</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow26_col1\" class=\"data row26 col1\" >-1.99%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow26_col2\" class=\"data row26 col2\" >$60.99</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow26_col3\" class=\"data row26 col3\" >$62.23</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow26_col4\" class=\"data row26 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow26_col5\" class=\"data row26 col5\" >24</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow26_col6\" class=\"data row26 col6\" >31</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow26_col7\" class=\"data row26 col7\" >0.47</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow26_col8\" class=\"data row26 col8\" >0.526</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow26_col9\" class=\"data row26 col9\" >0.768</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow26_col10\" class=\"data row26 col10\" >57.14%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow26_col11\" class=\"data row26 col11\" >61.24%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row27\" class=\"row_heading level0 row27\" >27</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow27_col0\" class=\"data row27 col0\" >MRK</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow27_col1\" class=\"data row27 col1\" >-1.22%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow27_col2\" class=\"data row27 col2\" >$75.48</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow27_col3\" class=\"data row27 col3\" >$76.41</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow27_col4\" class=\"data row27 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow27_col5\" class=\"data row27 col5\" >13</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow27_col6\" class=\"data row27 col6\" >30</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow27_col7\" class=\"data row27 col7\" >0.5</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow27_col8\" class=\"data row27 col8\" >0.513</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow27_col9\" class=\"data row27 col9\" >0.441</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow27_col10\" class=\"data row27 col10\" >50.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow27_col11\" class=\"data row27 col11\" >60.97%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row28\" class=\"row_heading level0 row28\" >28</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow28_col0\" class=\"data row28 col0\" >V</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow28_col1\" class=\"data row28 col1\" >-0.18%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow28_col2\" class=\"data row28 col2\" >$236.67</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow28_col3\" class=\"data row28 col3\" >$237.09</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow28_col4\" class=\"data row28 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow28_col5\" class=\"data row28 col5\" >36</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow28_col6\" class=\"data row28 col6\" >52</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow28_col7\" class=\"data row28 col7\" >0.471</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow28_col8\" class=\"data row28 col8\" >0.532</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow28_col9\" class=\"data row28 col9\" >0.692</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow28_col10\" class=\"data row28 col10\" >50.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow28_col11\" class=\"data row28 col11\" >63.76%</td>\n",
       "            </tr>\n",
       "            <tr>\n",
       "                        <th id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cablevel0_row29\" class=\"row_heading level0 row29\" >29</th>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col0\" class=\"data row29 col0\" >BA</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col1\" class=\"data row29 col1\" >-1.07%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col2\" class=\"data row29 col2\" >$226.63</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col3\" class=\"data row29 col3\" >$229.09</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col4\" class=\"data row29 col4\" >neutral</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col5\" class=\"data row29 col5\" >51</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col6\" class=\"data row29 col6\" >93</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col7\" class=\"data row29 col7\" >0.315</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col8\" class=\"data row29 col8\" >0.535</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col9\" class=\"data row29 col9\" >0.548</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col10\" class=\"data row29 col10\" >30.0%</td>\n",
       "                        <td id=\"T_8c902bf2_f5b9_11eb_bf07_775ca0521cabrow29_col11\" class=\"data row29 col11\" >65.96%</td>\n",
       "            </tr>\n",
       "    </tbody></table>"
      ],
      "text/plain": [
       "<pandas.io.formats.style.Styler at 0x7f3e7cfd0700>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def apply_color(value):\n",
    "    try:\n",
    "        if value < 0:\n",
    "            color = 'red'\n",
    "        elif value > 0:\n",
    "            color = 'green'\n",
    "        else:\n",
    "            color = 'black'\n",
    "    except:\n",
    "        if value=='sell' or value=='strong sell':\n",
    "            color = 'red'\n",
    "        elif value=='buy' or value=='strong buy':\n",
    "            color = 'green'\n",
    "        else:\n",
    "            color = 'black'\n",
    "    return 'color: %s' % color\n",
    "\n",
    "blue_gradient = sns.diverging_palette(10, 240, s=100, as_cmap=True)\n",
    "purple_gradient = sns.light_palette(\"purple\", as_cmap=True)\n",
    "orange_gradient = sns.light_palette(\"orange\", as_cmap=True)\n",
    "(df.style\n",
    "    .format({'change': '{:.3}%','close': '${:.5}','prevClose': '${:.5}','newsScore': '{:.3}','sectorAvgNewsScore': '{:.3}','buzz': '{:.3}','bullishPercent': '{:.4}%','sectorAvgBullishPercent': '{:.4}%'})\n",
    "    .applymap(apply_color, subset=['change','signal'])\n",
    "    .background_gradient(cmap=blue_gradient, subset=['bullishPercent'])\n",
    "    .background_gradient(cmap=purple_gradient, subset=['articlesLastWk'])\n",
    "    .background_gradient(cmap=orange_gradient, subset=['newsScore']))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "mimetype": "text/x-python",
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