simple.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 180,
   "metadata": {},
   "outputs": [],
   "source": [
    "asadas = \"\"\"<html><head>NEPSE SIMPLE</head><header>\n",
    "\t\t\n",
    "\t<!-- Top header menu containing\n",
    "\t\tlogo and Navigation bar -->\n",
    "\t<div id=\"top-header\">\n",
    "\t\t\t\n",
    "\t\t<!-- Logo -->\n",
    "\t\t<div id=\"logo\">\n",
    "\t\t\t<a href=\"https://sumityadav.com.np\">\n",
    "\t\t\t<img src= https://rockerritesh.github.io/nepsesimple/android-chrome-192x192.png>\t\n",
    "\t\t\t</a>\t\n",
    "\t\t</div>\n",
    "\t\t\t\t\n",
    "\t\t<!-- Navigation Menu -->\n",
    "\t\t<nav>\n",
    "\t\t\t<ul>\n",
    "\t\t\t\t<li class=\"active\"><a href=\"https://rockerritesh.github.io/nepsesimple/index\">Home</a></li>\n",
    "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/todaysummary\">Today Summary</a></li> \n",
    "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/marketsummary\">Summary</a></li>\n",
    "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/marketdata\">Top Value Data</a></li>\n",
    "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/ipo\">IPO</a></li>\n",
    "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/todayindex\">Indices</a></li>\n",
    "        <li><a href=\"https://rockerritesh.github.io/nepsesimple/each_company\">Each Company</a></li>\n",
    "\t\t\t\t<p dir=\"auto\"><a href=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml\"><img src=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml/badge.svg\" alt=\"Update file(s)\" style=\"max-width: 100%;\"></a></p>\n",
    "\t\t\t</ul>\n",
    "\t\t</nav>\n",
    "\t</div>\n",
    "  <p><img class=\"lazyautosizes lazyloaded\" src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\" data-src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\" data-srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\" data-sizes=\"auto\" alt=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\" title=\"Graph\" sizes=\"800px\" srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\"></p>\n",
    "\t<!-- Image menu in Header to contain an Image and\n",
    "\t\ta sample text over that image -->\n",
    "\t<div id=\"header-image-menu\">\n",
    "\n",
    "\t</div>\n",
    "</header>\n",
    "\n",
    "<script button.addEventListener('click', () => {\n",
    "  document.body.classList.toggle('dark')\n",
    "  localStorage.setItem(\n",
    "    'theme',\n",
    "    document.body.classList.contains('dark') ? 'dark' : 'light'\n",
    "  )\n",
    "})\n",
    "if (localStorage.getItem('theme') === 'dark') {\n",
    "  document.body.classList.add('dark')\n",
    "}></script>\n",
    "     \n",
    "    <style>\n",
    "        body{\n",
    "        padding:10% 3% 10% 3%;\n",
    "        text-align:center;\n",
    "        }\n",
    "        img{\n",
    "            height:140px;\n",
    "                width:140px;\n",
    "        }\n",
    "        h1{\n",
    "        color: #32a852;\n",
    "        }\n",
    "        .mode {\n",
    "            float:right;\n",
    "        }\n",
    "        .change {\n",
    "            cursor: pointer;\n",
    "            border: 1px solid #555;\n",
    "            border-radius: 40%;\n",
    "            width: 20px;\n",
    "            text-align: center;\n",
    "            padding: 5px;\n",
    "            margin-left: 8px;\n",
    "        }\n",
    "        .dark{\n",
    "            background-color: #000;\n",
    "            color: #fff;\n",
    "        }\n",
    "\t \n",
    "    </style>\n",
    "\n",
    "<body>\n",
    "\n",
    "\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 181,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "#import openpyxl\n",
    "import matplotlib.pyplot as plt\n",
    "import bs4\n",
    "import html5lib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 182,
   "metadata": {},
   "outputs": [],
   "source": [
    "url2 = \"https://www.nepalipaisa.com/Indices.aspx\"\n",
    "html2 = requests.get(url2).content\n",
    "df_list2 = pd.read_html(html2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 183,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_list2[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 184,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_list2[1][1:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 185,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_list2[1].shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 186,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_list2[1]['Date'][1:6]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 187,
   "metadata": {},
   "outputs": [],
   "source": [
    "#plt.figure(figsize=(40, 25))\n",
    "#plt.plot(df_list2[1]['Absolute Change'])\n",
    "#plt.plot(df_list2[1]['Percent Change'])\n",
    "#plt.plot( df_list2[1]['Date'],df_list2[1]['Nepse Index Value'], \"go--\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 188,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(58, 1)"
      ]
     },
     "execution_count": 188,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x = np.linspace(1,58,58).reshape(-1,1)\n",
    "x.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 189,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(58,)"
      ]
     },
     "execution_count": 189,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y = np.array(df_list2[1]['Nepse Index Value'])\n",
    "y.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 190,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LinearRegression()"
      ]
     },
     "execution_count": 190,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn import linear_model\n",
    "reg = linear_model.LinearRegression()\n",
    "reg.fit(x,y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 191,
   "metadata": {},
   "outputs": [],
   "source": [
    "pred = np.array(58).reshape(1,1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 192,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1816.25176505])"
      ]
     },
     "execution_count": 192,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reg.predict(pred)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 193,
   "metadata": {},
   "outputs": [],
   "source": [
    "from datetime import date\n",
    "\n",
    "today = date.today()\n",
    "#today\n",
    "Str = date.isoformat(today)\n",
    "#Str"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 194,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 2880x1800 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(40, 25))\n",
    "#plt.plot(df_list2[1]['Absolute Change'])\n",
    "#plt.plot(df_list2[1]['Percent Change'])\n",
    "plt.plot(Str,reg.predict(pred), \"go--\")\n",
    "plt.plot( df_list2[1]['Date'],df_list2[1]['Nepse Index Value'], \"go--\")\n",
    "plt.savefig(\"graph.png\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 195,
   "metadata": {},
   "outputs": [],
   "source": [
    "# FOR STOCK\n",
    "\n",
    "urlstock = \"https://www.sharesansar.com/market\"\n",
    "htmlstock = requests.get(urlstock).content\n",
    "df_list_stock = pd.read_html(htmlstock)\n",
    "\n",
    "df_stock = df_list_stock[3]\n",
    "df_stock.to_csv(\"stock.csv\")\n",
    "df_stock.to_html(\"stock.html\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 196,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_list_stock[-2].to_html('toptransactions.html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 197,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_list_stock[-3].to_html('topvolume.html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 198,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_list_stock[-4]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 199,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_list_stock[-5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 200,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_list_stock[-6]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 201,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_list_stock[-7].to_html('gold.html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 202,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_list_stock[-8].to_html('compare.html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 203,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_list_stock[-9]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 204,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_list_stock[-10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 205,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_list_stock[-11]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 206,
   "metadata": {},
   "outputs": [],
   "source": [
    "index = df_list_stock[-12].to_html()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 207,
   "metadata": {},
   "outputs": [],
   "source": [
    "urlshare = \"https://www.sharesansar.com/?show=home\"\n",
    "htmlshare = requests.get(urlshare).content\n",
    "df_list_share = pd.read_html(htmlshare)\n",
    "\n",
    "df_share = df_list_share[2]\n",
    "df_share.to_csv(\"ipo.csv\")\n",
    "df_share.to_html(\"ipo.html\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 208,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_list_share[1].to_html('bonous.html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 209,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df_list_share[3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 210,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_list_share[4].to_html('newsofbank.html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 211,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_list_share[5].to_html('stock.html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 212,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_list_share[6].to_html('gradeofcompany.html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 213,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_list_share[7].to_html('companymerged.html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 214,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_list_share[0].to_html('bookclosure.html')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 215,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'# new way direct from nepalstock.com\\n\\nnepse = requests.get(\"http://nepalstock.com\")\\nsoup = bs4.BeautifulSoup(nepse.text, \"html5lib\")\\ncategory = soup.find_all(class_=\"panel-body\")\\n\\nhtml = asadas + str(category[3]) + \"</body> </html>\"\\nwith open(\"marketsummary.html\", \"w\") as output:\\n    output.write(html)\\n\\nhtml = asadas + str(category[2]) + \"</body> </html>\"\\nwith open(\"marketdata.html\", \"w\") as output:\\n    output.write(html)\\n\\nhtml = asadas + str(category[4]) + \"</body> </html>\"\\nwith open(\"todayindex.html\", \"w\") as output:\\n    output.write(html)'"
      ]
     },
     "execution_count": 215,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'''# new way direct from nepalstock.com\n",
    "\n",
    "nepse = requests.get(\"http://nepalstock.com\")\n",
    "soup = bs4.BeautifulSoup(nepse.text, \"html5lib\")\n",
    "category = soup.find_all(class_=\"panel-body\")\n",
    "\n",
    "html = asadas + str(category[3]) + \"</body> </html>\"\n",
    "with open(\"marketsummary.html\", \"w\") as output:\n",
    "    output.write(html)\n",
    "\n",
    "html = asadas + str(category[2]) + \"</body> </html>\"\n",
    "with open(\"marketdata.html\", \"w\") as output:\n",
    "    output.write(html)\n",
    "\n",
    "html = asadas + str(category[4]) + \"</body> </html>\"\n",
    "with open(\"todayindex.html\", \"w\") as output:\n",
    "    output.write(html)'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 216,
   "metadata": {},
   "outputs": [],
   "source": [
    "# json file nepssimpleeapi\n",
    "df = pd.read_html(\"http://www.nepalstock.com/todaysprice/export\")\n",
    "df = df[-1].T\n",
    "df.to_json(\"nepsesimple.json\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 217,
   "metadata": {},
   "outputs": [],
   "source": [
    "#df.T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'df' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m/run/media/limsim/extra/code/nepsesimple/nepsesimple/simple.ipynb Cell 40\u001b[0m line \u001b[0;36m1\n\u001b[0;32m----> <a href='vscode-notebook-cell:/run/media/limsim/extra/code/nepsesimple/nepsesimple/simple.ipynb#X54sZmlsZQ%3D%3D?line=0'>1</a>\u001b[0m html \u001b[39m=\u001b[39m df\u001b[39m.\u001b[39mT\u001b[39m.\u001b[39mto_html()\n\u001b[1;32m      <a href='vscode-notebook-cell:/run/media/limsim/extra/code/nepsesimple/nepsesimple/simple.ipynb#X54sZmlsZQ%3D%3D?line=1'>2</a>\u001b[0m html \u001b[39m=\u001b[39m asadas \u001b[39m+\u001b[39m index \u001b[39m+\u001b[39m html \u001b[39m+\u001b[39m \u001b[39m\"\u001b[39m\u001b[39m</body> </html>\u001b[39m\u001b[39m\"\u001b[39m\n\u001b[1;32m      <a href='vscode-notebook-cell:/run/media/limsim/extra/code/nepsesimple/nepsesimple/simple.ipynb#X54sZmlsZQ%3D%3D?line=2'>3</a>\u001b[0m \u001b[39mwith\u001b[39;00m \u001b[39mopen\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39mindex.html\u001b[39m\u001b[39m\"\u001b[39m, \u001b[39m\"\u001b[39m\u001b[39mw\u001b[39m\u001b[39m\"\u001b[39m) \u001b[39mas\u001b[39;00m output:\n",
      "\u001b[0;31mNameError\u001b[0m: name 'df' is not defined"
     ]
    }
   ],
   "source": [
    "html = df.T.to_html()\n",
    "html = asadas + index + html + \"</body> </html>\"\n",
    "with open(\"index.html\", \"w\") as output:\n",
    "    output.write(html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "#!/usr/bin/env python\n",
    "# coding: utf-8\n",
    "# Open the file in read mode\n",
    "with open(\"html.txt\", \"r\") as f:\n",
    "    # Read the contents of the file\n",
    "    asadas = f.read()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "#function to display html page in vscode output\n",
    "def displayHTML(html):\n",
    "    from IPython.core.display import display, HTML\n",
    "    display(HTML(html))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_7877/648504169.py:3: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display\n",
      "  from IPython.core.display import display, HTML\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html lang=\"en\">\n",
       "  <head>\n",
       "    <meta charset=\"UTF-8\" />\n",
       "    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\" />\n",
       "    <title>NEPSE Simple</title>\n",
       "    <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css\" />\n",
       "    <style>\n",
       "      /* General styles */\n",
       "      * {\n",
       "        margin: 0;\n",
       "        padding: 0;\n",
       "        box-sizing: border-box;\n",
       "      }\n",
       "\n",
       "      body {\n",
       "        font-family: Arial, sans-serif;\n",
       "        font-size: 16px;\n",
       "        line-height: 1.5;\n",
       "      }\n",
       "\n",
       "      /* Header styles */\n",
       "      header {\n",
       "        background-color: #fff;\n",
       "        box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);\n",
       "        padding: 20px;\n",
       "        position: sticky;\n",
       "        top: 0;\n",
       "        z-index: 999;\n",
       "      }\n",
       "\n",
       "      .container {\n",
       "        display: flex;\n",
       "        align-items: center;\n",
       "        justify-content: space-between;\n",
       "      }\n",
       "\n",
       "      .logo {\n",
       "        height: 80px;\n",
       "      }\n",
       "\n",
       "      .nav {\n",
       "        display: flex;\n",
       "        list-style: none;\n",
       "        margin: 0;\n",
       "        padding: 0;\n",
       "      }\n",
       "\n",
       "      .nav li {\n",
       "        margin-right: 20px;\n",
       "      }\n",
       "\n",
       "      .nav li:last-child {\n",
       "        margin-right: 0;\n",
       "      }\n",
       "\n",
       "      .nav a {\n",
       "        color: #333;\n",
       "        text-decoration: none;\n",
       "        transition: color 0.3s ease-in-out;\n",
       "      }\n",
       "\n",
       "      .nav a:hover {\n",
       "        color: #32a852;\n",
       "      }\n",
       "\n",
       "      /* Main content styles */\n",
       "      main {\n",
       "        padding: 40px 20px;\n",
       "      }\n",
       "\n",
       "      h1 {\n",
       "        font-size: 32px;\n",
       "        margin-bottom: 20px;\n",
       "      }\n",
       "\n",
       "      /* Dark mode styles */\n",
       "      .mode {\n",
       "        display: flex;\n",
       "        align-items: center;\n",
       "        justify-content: center;\n",
       "        margin-left: 20px;\n",
       "      }\n",
       "\n",
       "      .change {\n",
       "        cursor: pointer;\n",
       "        border: none;\n",
       "        border-radius: 50%;\n",
       "        width: 30px;\n",
       "        height: 30px;\n",
       "        text-align: center;\n",
       "        background-color: #333;\n",
       "        color: #fff;\n",
       "        transition: background-color 0.3s ease-in-out, transform 0.3s ease-in-out;\n",
       "      }\n",
       "\n",
       "      .change:hover {\n",
       "        background-color: #32a852;\n",
       "      }\n",
       "\n",
       "      .change:focus {\n",
       "        outline: none;\n",
       "      }\n",
       "\n",
       "      .change.dark {\n",
       "        transform: rotate(180deg);\n",
       "      }\n",
       "\n",
       "      /* Responsive styles */\n",
       "      @media screen and (max-width: 768px) {\n",
       "        .nav {\n",
       "          flex-wrap: wrap;\n",
       "        }\n",
       "\n",
       "        .nav li {\n",
       "          margin-right: 0;\n",
       "          margin-bottom: 10px;\n",
       "        }\n",
       "      }\n",
       "\n",
       "      /* Dark mode styles */\n",
       "      body.dark-mode {\n",
       "        background-color: #333;\n",
       "        color: #fff;\n",
       "      }\n",
       "\n",
       "    </style>\n",
       "\n",
       "    <!-- Add this script for dark mode toggle -->\n",
       "    <script>\n",
       "      document.addEventListener('DOMContentLoaded', function () {\n",
       "        const body = document.body;\n",
       "        const modeButton = document.getElementById('darkModeToggle');\n",
       "\n",
       "        // Check user preference from localStorage\n",
       "        const darkModeEnabled = localStorage.getItem('darkModeEnabled') === 'true';\n",
       "\n",
       "        // Apply dark mode if enabled\n",
       "        if (darkModeEnabled) {\n",
       "          body.classList.add('dark-mode');\n",
       "        }\n",
       "\n",
       "        // Toggle dark mode on button click\n",
       "        modeButton.addEventListener('click', function () {\n",
       "          body.classList.toggle('dark-mode');\n",
       "          const isDarkMode = body.classList.contains('dark-mode');\n",
       "\n",
       "          // Save user preference to localStorage\n",
       "          localStorage.setItem('darkModeEnabled', isDarkMode);\n",
       "        });\n",
       "      });\n",
       "    </script>\n",
       "\n",
       "\n",
       "  </head>\n",
       "  <body>\n",
       "    <header>\n",
       "      <div class=\"container\">\n",
       "        <div class=\"logo\">\n",
       "          <a href=\"https://sumityadav.com.np\"><img src=\"https://rockerritesh.github.io/nepsesimple/android-chrome-192x192.png\" alt=\"Logo\"  /></a>\n",
       "        </div>\n",
       "        <nav>\n",
       "          <ul class=\"nav\">\n",
       "            <li><a href=\"https://rockerritesh.github.io/nepsesimple/index\">Home</a></li>\n",
       "            <li><a href\"https://rockerritesh.github.io/nepsesimple/details\">Today Summary</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/stock\">Stock</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/details\">Top Value Data</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/details\">IPO</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/details\">Indices</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/topvolume\">Today TOP VOLUME</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/toptransactions\">Top Transactions</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/compare\">Compare Company</a></li>\n",
       "\n",
       "        <li><a href=\"https://rockerritesh.github.io/nepsesimple/gold\">Gold</a></li>\n",
       "\t\t\t\t<p dir=\"auto\"><a href=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml\"><img src=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml/badge.svg\" alt=\"Update file(s)\" style=\"max-width: 100%;\"></a></p>\n",
       "<span style=\"border: 1px solid rgb(219, 219, 219);  padding: 1px 0px 0px 6px; border-radius:3px; height:20px; background-color: rgba(234, 234, 234, 0.5); width:310px; display:block;\">\n",
       "<iframe scrolling=\"no\" border=\"0\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" allowtransparency=\"true\" src=\"https://www.ashesh.com.np/linknepali-time.php?time_only=no&font_color=666666&aj_time=yes&font_size=12&line_brake=0&bikram_sambat=0&api=711288n597\" width=\"305\" height=\"22\"></iframe></span>\n",
       "\t\t\t</ul>\n",
       "\t\t</nav>\n",
       "\t</div>\n",
       "\n",
       "  <!-- Dark mode toggle button -->\n",
       "      <div class=\"mode\">\n",
       "        <button id=\"darkModeToggle\" class=\"change\" aria-label=\"Toggle Dark Mode\">\n",
       "          <i class=\"fas fa-adjust\"></i>\n",
       "        </button>\n",
       "      </div>\n",
       "\n",
       "</header>\n",
       "</body>\n",
       "\n",
       "\n",
       "  <p>\n",
       "  <img class=\"lazyautosizes lazyloaded\"\n",
       "         src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         data-src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         data-srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\"\n",
       "         data-sizes=\"auto\"\n",
       "         alt=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         title=\"Graph\"\n",
       "         sizes=\"auto\"\n",
       "         srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\">\n",
       "    </p>\n",
       "\t</div>\n",
       "\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "displayHTML(asadas)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# print(asadas)\n",
    "\n",
    "import requests\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from sklearn.linear_model import LinearRegression\n",
    "from datetime import date\n",
    "\n",
    "# import openpyxl\n",
    "import matplotlib.pyplot as plt\n",
    "import bs4\n",
    "import html5lib\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "\n",
    "import telegram\n",
    "from telegram import InputFile\n",
    "\n",
    "# Create a bot instance\n",
    "# bot = telegram.Bot(token=BOT_TOKEN)\n",
    "# In[143]:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# Load data from the URL\n",
    "url = \"https://merolagani.com/Indices.aspx\"\n",
    "df = pd.read_html(url)[0]\n",
    "df = df.iloc[::-1].reset_index(drop=True)\n"
   ]
  },
  {
   "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>#</th>\n",
       "      <th>Date (AD)</th>\n",
       "      <th>Index Value</th>\n",
       "      <th>Absolute Change</th>\n",
       "      <th>Percentage Change</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>100</td>\n",
       "      <td>2023/06/27</td>\n",
       "      <td>2186.36</td>\n",
       "      <td>56.94</td>\n",
       "      <td>2.67%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>99</td>\n",
       "      <td>2023/06/28</td>\n",
       "      <td>2150.99</td>\n",
       "      <td>-35.37</td>\n",
       "      <td>-1.62%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>98</td>\n",
       "      <td>2023/07/02</td>\n",
       "      <td>2097.29</td>\n",
       "      <td>-53.70</td>\n",
       "      <td>-2.5%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>97</td>\n",
       "      <td>2023/07/03</td>\n",
       "      <td>2075.97</td>\n",
       "      <td>-21.32</td>\n",
       "      <td>-1.02%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>96</td>\n",
       "      <td>2023/07/04</td>\n",
       "      <td>2088.70</td>\n",
       "      <td>12.73</td>\n",
       "      <td>0.61%</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>95</th>\n",
       "      <td>5</td>\n",
       "      <td>2023/12/05</td>\n",
       "      <td>1837.71</td>\n",
       "      <td>-10.10</td>\n",
       "      <td>-0.54%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>4</td>\n",
       "      <td>2023/12/06</td>\n",
       "      <td>1841.04</td>\n",
       "      <td>3.33</td>\n",
       "      <td>0.18%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>3</td>\n",
       "      <td>2023/12/07</td>\n",
       "      <td>1852.77</td>\n",
       "      <td>11.73</td>\n",
       "      <td>0.63%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>2</td>\n",
       "      <td>2023/12/10</td>\n",
       "      <td>1963.98</td>\n",
       "      <td>111.20</td>\n",
       "      <td>6%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>1</td>\n",
       "      <td>2023/12/11</td>\n",
       "      <td>1948.57</td>\n",
       "      <td>-15.40</td>\n",
       "      <td>-0.78%</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      #   Date (AD)  Index Value  Absolute Change Percentage Change\n",
       "0   100  2023/06/27      2186.36            56.94             2.67%\n",
       "1    99  2023/06/28      2150.99           -35.37            -1.62%\n",
       "2    98  2023/07/02      2097.29           -53.70             -2.5%\n",
       "3    97  2023/07/03      2075.97           -21.32            -1.02%\n",
       "4    96  2023/07/04      2088.70            12.73             0.61%\n",
       "..  ...         ...          ...              ...               ...\n",
       "95    5  2023/12/05      1837.71           -10.10            -0.54%\n",
       "96    4  2023/12/06      1841.04             3.33             0.18%\n",
       "97    3  2023/12/07      1852.77            11.73             0.63%\n",
       "98    2  2023/12/10      1963.98           111.20                6%\n",
       "99    1  2023/12/11      1948.57           -15.40            -0.78%\n",
       "\n",
       "[100 rows x 5 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1600x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# Create X and Y arrays for regression analysis\n",
    "y = np.array(df[\"Index Value\"])\n",
    "x = np.linspace(1, len(y), len(y)).reshape(-1, 1)\n",
    "\n",
    "# Perform linear regression on the data\n",
    "reg = LinearRegression()\n",
    "reg.fit(x, y)\n",
    "\n",
    "# Predict the next data point using the linear regression model\n",
    "next_index = reg.predict(np.array(len(y) + 1).reshape(1, -1))[0]\n",
    "\n",
    "# Get today's date\n",
    "today = date.today()\n",
    "date_str = date.isoformat(today)\n",
    "\n",
    "# Plot the data and regression line\n",
    "plt.figure(figsize=(16, 8))\n",
    "plt.plot(df[\"Date (AD)\"], df[\"Index Value\"], \"bo-\", label=\"Index Value\")\n",
    "plt.plot(date_str, next_index, \"ro\", label=\"Predicted Next Index Value\")\n",
    "\n",
    "\n",
    "# Add annotations\n",
    "plt.annotate(\n",
    "    f\"Predicted: {next_index:.2f}\",\n",
    "    xy=(date_str, next_index),\n",
    "    xytext=(-50, 30),\n",
    "    textcoords=\"offset points\",\n",
    "    arrowprops=dict(arrowstyle=\"->\", color=\"red\"),\n",
    ")\n",
    "plt.annotate(\n",
    "    f\"Regression Line: {reg.coef_[0]:.2f}x + {reg.intercept_:.2f}\",\n",
    "    xy=(0.05, 0.95),\n",
    "    xycoords=\"axes fraction\",\n",
    "    fontsize=12,\n",
    "    ha=\"left\",\n",
    "    va=\"top\",\n",
    ")\n",
    "\n",
    "# Add regression line\n",
    "plt.plot(df[\"Date (AD)\"], reg.predict(x), \"g--\", label=\"Regression Line\")\n",
    "\n",
    "# Format x-axis\n",
    "plt.xticks(rotation=45, ha=\"right\")\n",
    "plt.gca().xaxis.set_major_locator(plt.MaxNLocator(10))\n",
    "\n",
    "plt.xlabel(\"Date\")\n",
    "plt.ylabel(\"Index Value\")\n",
    "plt.title(\"Nepal Stock Exchange NEPSE Index Value\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.savefig(\"graph.png\")\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_7877/648504169.py:3: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display\n",
      "  from IPython.core.display import display, HTML\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html lang=\"en\">\n",
       "  <head>\n",
       "    <meta charset=\"UTF-8\" />\n",
       "    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\" />\n",
       "    <title>NEPSE Simple</title>\n",
       "    <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css\" />\n",
       "    <style>\n",
       "      /* General styles */\n",
       "      * {\n",
       "        margin: 0;\n",
       "        padding: 0;\n",
       "        box-sizing: border-box;\n",
       "      }\n",
       "\n",
       "      body {\n",
       "        font-family: Arial, sans-serif;\n",
       "        font-size: 16px;\n",
       "        line-height: 1.5;\n",
       "      }\n",
       "\n",
       "      /* Header styles */\n",
       "      header {\n",
       "        background-color: #fff;\n",
       "        box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);\n",
       "        padding: 20px;\n",
       "        position: sticky;\n",
       "        top: 0;\n",
       "        z-index: 999;\n",
       "      }\n",
       "\n",
       "      .container {\n",
       "        display: flex;\n",
       "        align-items: center;\n",
       "        justify-content: space-between;\n",
       "      }\n",
       "\n",
       "      .logo {\n",
       "        height: 80px;\n",
       "      }\n",
       "\n",
       "      .nav {\n",
       "        display: flex;\n",
       "        list-style: none;\n",
       "        margin: 0;\n",
       "        padding: 0;\n",
       "      }\n",
       "\n",
       "      .nav li {\n",
       "        margin-right: 20px;\n",
       "      }\n",
       "\n",
       "      .nav li:last-child {\n",
       "        margin-right: 0;\n",
       "      }\n",
       "\n",
       "      .nav a {\n",
       "        color: #333;\n",
       "        text-decoration: none;\n",
       "        transition: color 0.3s ease-in-out;\n",
       "      }\n",
       "\n",
       "      .nav a:hover {\n",
       "        color: #32a852;\n",
       "      }\n",
       "\n",
       "      /* Main content styles */\n",
       "      main {\n",
       "        padding: 40px 20px;\n",
       "      }\n",
       "\n",
       "      h1 {\n",
       "        font-size: 32px;\n",
       "        margin-bottom: 20px;\n",
       "      }\n",
       "\n",
       "      /* Dark mode styles */\n",
       "      .mode {\n",
       "        display: flex;\n",
       "        align-items: center;\n",
       "        justify-content: center;\n",
       "        margin-left: 20px;\n",
       "      }\n",
       "\n",
       "      .change {\n",
       "        cursor: pointer;\n",
       "        border: none;\n",
       "        border-radius: 50%;\n",
       "        width: 30px;\n",
       "        height: 30px;\n",
       "        text-align: center;\n",
       "        background-color: #333;\n",
       "        color: #fff;\n",
       "        transition: background-color 0.3s ease-in-out, transform 0.3s ease-in-out;\n",
       "      }\n",
       "\n",
       "      .change:hover {\n",
       "        background-color: #32a852;\n",
       "      }\n",
       "\n",
       "      .change:focus {\n",
       "        outline: none;\n",
       "      }\n",
       "\n",
       "      .change.dark {\n",
       "        transform: rotate(180deg);\n",
       "      }\n",
       "\n",
       "      /* Responsive styles */\n",
       "      @media screen and (max-width: 768px) {\n",
       "        .nav {\n",
       "          flex-wrap: wrap;\n",
       "        }\n",
       "\n",
       "        .nav li {\n",
       "          margin-right: 0;\n",
       "          margin-bottom: 10px;\n",
       "        }\n",
       "      }\n",
       "    </style>\n",
       "  </head>\n",
       "  <body>\n",
       "    <header>\n",
       "      <div class=\"container\">\n",
       "        <div class=\"logo\">\n",
       "          <a href=\"https://sumityadav.com.np\"><img src=\"https://rockerritesh.github.io/nepsesimple/android-chrome-192x192.png\" alt=\"Logo\"  /></a>\n",
       "        </div>\n",
       "        <nav>\n",
       "          <ul class=\"nav\">\n",
       "            <li><a href=\"https://rockerritesh.github.io/nepsesimple/index\">Home</a></li>\n",
       "            <li><a href\"https://rockerritesh.github.io/nepsesimple/each_company\">Today Summary</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/marketsummary\">Summary</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/marketdata\">Top Value Data</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/ipo\">IPO</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/todayindex\">Indices</a></li>\n",
       "\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/topvolume\">Today TOP VOLUME</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/toptransactions\">Top Transactions</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/gradeofcompany\">Grade Of Company</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/compare\">Compare Company</a></li>\n",
       "\n",
       "        <li><a href=\"https://rockerritesh.github.io/nepsesimple/each_company\">Each Company</a></li>\n",
       "\t\t\t\t<p dir=\"auto\"><a href=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml\"><img src=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml/badge.svg\" alt=\"Update file(s)\" style=\"max-width: 100%;\"></a></p>\n",
       "<span style=\"border: 1px solid rgb(219, 219, 219);  padding: 1px 0px 0px 6px; border-radius:3px; height:20px; background-color: rgba(234, 234, 234, 0.5); width:310px; display:block;\">\n",
       "<iframe scrolling=\"no\" border=\"0\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" allowtransparency=\"true\" src=\"https://www.ashesh.com.np/linknepali-time.php?time_only=no&font_color=666666&aj_time=yes&font_size=12&line_brake=0&bikram_sambat=0&api=711288n597\" width=\"305\" height=\"22\"></iframe></span>\n",
       "\t\t\t</ul>\n",
       "\t\t</nav>\n",
       "\t</div>\n",
       "</header>\n",
       "</body>\n",
       "\n",
       "\n",
       "  <p>\n",
       "  <img class=\"lazyautosizes lazyloaded\"\n",
       "         src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         data-src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         data-srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\"\n",
       "         data-sizes=\"auto\"\n",
       "         alt=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         title=\"Graph\"\n",
       "         sizes=\"auto\"\n",
       "         srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\">\n",
       "    </p>\n",
       "\t</div>\n",
       "\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Sub Index</th>\n",
       "      <th>Turnover</th>\n",
       "      <th>Close</th>\n",
       "      <th>Point</th>\n",
       "      <th>% Change</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Banking SubIndex</td>\n",
       "      <td>4.729836e+08</td>\n",
       "      <td>1189.99</td>\n",
       "      <td>-15.23</td>\n",
       "      <td>-1.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Development Bank Index</td>\n",
       "      <td>1.985681e+08</td>\n",
       "      <td>3779.45</td>\n",
       "      <td>-80.69</td>\n",
       "      <td>-2.09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Finance Index</td>\n",
       "      <td>1.455679e+08</td>\n",
       "      <td>1711.50</td>\n",
       "      <td>-22.70</td>\n",
       "      <td>-1.30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Hotels And Tourism</td>\n",
       "      <td>1.841613e+08</td>\n",
       "      <td>5278.15</td>\n",
       "      <td>-76.10</td>\n",
       "      <td>-1.42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>HydroPower Index</td>\n",
       "      <td>1.178299e+09</td>\n",
       "      <td>2117.08</td>\n",
       "      <td>-14.56</td>\n",
       "      <td>-0.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Investment</td>\n",
       "      <td>2.539980e+08</td>\n",
       "      <td>69.81</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-1.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Life Insurance</td>\n",
       "      <td>8.478814e+08</td>\n",
       "      <td>10906.62</td>\n",
       "      <td>-79.75</td>\n",
       "      <td>-0.72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Manufacturing And Processing</td>\n",
       "      <td>5.329442e+08</td>\n",
       "      <td>4951.48</td>\n",
       "      <td>13.43</td>\n",
       "      <td>0.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Microfinance Index</td>\n",
       "      <td>2.536729e+08</td>\n",
       "      <td>3456.57</td>\n",
       "      <td>15.46</td>\n",
       "      <td>0.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Mutual Fund</td>\n",
       "      <td>8.940268e+06</td>\n",
       "      <td>18.01</td>\n",
       "      <td>0.38</td>\n",
       "      <td>2.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Non Life Insurance</td>\n",
       "      <td>6.093318e+08</td>\n",
       "      <td>10762.32</td>\n",
       "      <td>146.36</td>\n",
       "      <td>1.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Others Index</td>\n",
       "      <td>8.819470e+07</td>\n",
       "      <td>1442.20</td>\n",
       "      <td>-17.79</td>\n",
       "      <td>-1.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Trading Index</td>\n",
       "      <td>1.695173e+07</td>\n",
       "      <td>2808.67</td>\n",
       "      <td>-31.57</td>\n",
       "      <td>-1.11</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table></body> </html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# FOR STOCK\n",
    "\n",
    "urlstock = \"https://www.sharesansar.com/market\"\n",
    "htmlstock = requests.get(urlstock).content\n",
    "df_list_stock = pd.read_html(htmlstock)\n",
    "\n",
    "df_stock = df_list_stock[3]\n",
    "df_stock.to_csv(\"stock.csv\")\n",
    "stok_html = df_stock.to_html()\n",
    "#df_stock.to_html(\"stock.html\")\n",
    "#df_stock\n",
    "\n",
    "# make stock.html by appending asadas and stok_html\n",
    "stok_html = asadas + stok_html + \"</body> </html>\"\n",
    "\n",
    "# save stock.html\n",
    "with open(\"stock.html\", \"w\") as output:\n",
    "    output.write(stok_html)\n",
    "\n",
    "displayHTML(stok_html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_7877/648504169.py:3: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display\n",
      "  from IPython.core.display import display, HTML\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html lang=\"en\">\n",
       "  <head>\n",
       "    <meta charset=\"UTF-8\" />\n",
       "    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\" />\n",
       "    <title>NEPSE Simple</title>\n",
       "    <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css\" />\n",
       "    <style>\n",
       "      /* General styles */\n",
       "      * {\n",
       "        margin: 0;\n",
       "        padding: 0;\n",
       "        box-sizing: border-box;\n",
       "      }\n",
       "\n",
       "      body {\n",
       "        font-family: Arial, sans-serif;\n",
       "        font-size: 16px;\n",
       "        line-height: 1.5;\n",
       "      }\n",
       "\n",
       "      /* Header styles */\n",
       "      header {\n",
       "        background-color: #fff;\n",
       "        box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);\n",
       "        padding: 20px;\n",
       "        position: sticky;\n",
       "        top: 0;\n",
       "        z-index: 999;\n",
       "      }\n",
       "\n",
       "      .container {\n",
       "        display: flex;\n",
       "        align-items: center;\n",
       "        justify-content: space-between;\n",
       "      }\n",
       "\n",
       "      .logo {\n",
       "        height: 80px;\n",
       "      }\n",
       "\n",
       "      .nav {\n",
       "        display: flex;\n",
       "        list-style: none;\n",
       "        margin: 0;\n",
       "        padding: 0;\n",
       "      }\n",
       "\n",
       "      .nav li {\n",
       "        margin-right: 20px;\n",
       "      }\n",
       "\n",
       "      .nav li:last-child {\n",
       "        margin-right: 0;\n",
       "      }\n",
       "\n",
       "      .nav a {\n",
       "        color: #333;\n",
       "        text-decoration: none;\n",
       "        transition: color 0.3s ease-in-out;\n",
       "      }\n",
       "\n",
       "      .nav a:hover {\n",
       "        color: #32a852;\n",
       "      }\n",
       "\n",
       "      /* Main content styles */\n",
       "      main {\n",
       "        padding: 40px 20px;\n",
       "      }\n",
       "\n",
       "      h1 {\n",
       "        font-size: 32px;\n",
       "        margin-bottom: 20px;\n",
       "      }\n",
       "\n",
       "      /* Dark mode styles */\n",
       "      .mode {\n",
       "        display: flex;\n",
       "        align-items: center;\n",
       "        justify-content: center;\n",
       "        margin-left: 20px;\n",
       "      }\n",
       "\n",
       "      .change {\n",
       "        cursor: pointer;\n",
       "        border: none;\n",
       "        border-radius: 50%;\n",
       "        width: 30px;\n",
       "        height: 30px;\n",
       "        text-align: center;\n",
       "        background-color: #333;\n",
       "        color: #fff;\n",
       "        transition: background-color 0.3s ease-in-out, transform 0.3s ease-in-out;\n",
       "      }\n",
       "\n",
       "      .change:hover {\n",
       "        background-color: #32a852;\n",
       "      }\n",
       "\n",
       "      .change:focus {\n",
       "        outline: none;\n",
       "      }\n",
       "\n",
       "      .change.dark {\n",
       "        transform: rotate(180deg);\n",
       "      }\n",
       "\n",
       "      /* Responsive styles */\n",
       "      @media screen and (max-width: 768px) {\n",
       "        .nav {\n",
       "          flex-wrap: wrap;\n",
       "        }\n",
       "\n",
       "        .nav li {\n",
       "          margin-right: 0;\n",
       "          margin-bottom: 10px;\n",
       "        }\n",
       "      }\n",
       "    </style>\n",
       "  </head>\n",
       "  <body>\n",
       "    <header>\n",
       "      <div class=\"container\">\n",
       "        <div class=\"logo\">\n",
       "          <a href=\"https://sumityadav.com.np\"><img src=\"https://rockerritesh.github.io/nepsesimple/android-chrome-192x192.png\" alt=\"Logo\"  /></a>\n",
       "        </div>\n",
       "        <nav>\n",
       "          <ul class=\"nav\">\n",
       "            <li><a href=\"https://rockerritesh.github.io/nepsesimple/index\">Home</a></li>\n",
       "            <li><a href\"https://rockerritesh.github.io/nepsesimple/each_company\">Today Summary</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/marketsummary\">Summary</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/marketdata\">Top Value Data</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/ipo\">IPO</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/todayindex\">Indices</a></li>\n",
       "\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/topvolume\">Today TOP VOLUME</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/toptransactions\">Top Transactions</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/gradeofcompany\">Grade Of Company</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/compare\">Compare Company</a></li>\n",
       "\n",
       "        <li><a href=\"https://rockerritesh.github.io/nepsesimple/each_company\">Each Company</a></li>\n",
       "\t\t\t\t<p dir=\"auto\"><a href=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml\"><img src=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml/badge.svg\" alt=\"Update file(s)\" style=\"max-width: 100%;\"></a></p>\n",
       "<span style=\"border: 1px solid rgb(219, 219, 219);  padding: 1px 0px 0px 6px; border-radius:3px; height:20px; background-color: rgba(234, 234, 234, 0.5); width:310px; display:block;\">\n",
       "<iframe scrolling=\"no\" border=\"0\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" allowtransparency=\"true\" src=\"https://www.ashesh.com.np/linknepali-time.php?time_only=no&font_color=666666&aj_time=yes&font_size=12&line_brake=0&bikram_sambat=0&api=711288n597\" width=\"305\" height=\"22\"></iframe></span>\n",
       "\t\t\t</ul>\n",
       "\t\t</nav>\n",
       "\t</div>\n",
       "</header>\n",
       "</body>\n",
       "\n",
       "\n",
       "  <p>\n",
       "  <img class=\"lazyautosizes lazyloaded\"\n",
       "         src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         data-src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         data-srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\"\n",
       "         data-sizes=\"auto\"\n",
       "         alt=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         title=\"Graph\"\n",
       "         sizes=\"auto\"\n",
       "         srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\">\n",
       "    </p>\n",
       "\t</div>\n",
       "\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Symbol</th>\n",
       "      <th>Volume</th>\n",
       "      <th>Ltp(Rs)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>SONA</td>\n",
       "      <td>784650.0</td>\n",
       "      <td>328.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>HDHPC</td>\n",
       "      <td>552798.0</td>\n",
       "      <td>129.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>API</td>\n",
       "      <td>393700.0</td>\n",
       "      <td>171.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>RNLI</td>\n",
       "      <td>325267.0</td>\n",
       "      <td>519.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>CLI</td>\n",
       "      <td>296185.0</td>\n",
       "      <td>494.3</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table></body> </html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "\n",
    "# In[157]:\n",
    "\n",
    "\n",
    "top_trans = df_list_stock[-2].to_html()\n",
    "# append asadas with top_trans and save as toptransactions.html\n",
    "html = asadas + str(top_trans) + \"</body> </html>\"\n",
    "with open(\"toptransactions.html\", \"w\") as output:\n",
    "    output.write(html)\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "top_volum = df_list_stock[-3].to_html()\n",
    "# append asadas with top_volum and save as topvolume.html\n",
    "html = asadas + str(top_volum) + \"</body> </html>\"\n",
    "with open(\"topvolume.html\", \"w\") as output:\n",
    "    output.write(html)\n",
    "\n",
    "displayHTML(html)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_7877/648504169.py:3: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display\n",
      "  from IPython.core.display import display, HTML\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html lang=\"en\">\n",
       "  <head>\n",
       "    <meta charset=\"UTF-8\" />\n",
       "    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\" />\n",
       "    <title>NEPSE Simple</title>\n",
       "    <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css\" />\n",
       "    <style>\n",
       "      /* General styles */\n",
       "      * {\n",
       "        margin: 0;\n",
       "        padding: 0;\n",
       "        box-sizing: border-box;\n",
       "      }\n",
       "\n",
       "      body {\n",
       "        font-family: Arial, sans-serif;\n",
       "        font-size: 16px;\n",
       "        line-height: 1.5;\n",
       "      }\n",
       "\n",
       "      /* Header styles */\n",
       "      header {\n",
       "        background-color: #fff;\n",
       "        box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);\n",
       "        padding: 20px;\n",
       "        position: sticky;\n",
       "        top: 0;\n",
       "        z-index: 999;\n",
       "      }\n",
       "\n",
       "      .container {\n",
       "        display: flex;\n",
       "        align-items: center;\n",
       "        justify-content: space-between;\n",
       "      }\n",
       "\n",
       "      .logo {\n",
       "        height: 80px;\n",
       "      }\n",
       "\n",
       "      .nav {\n",
       "        display: flex;\n",
       "        list-style: none;\n",
       "        margin: 0;\n",
       "        padding: 0;\n",
       "      }\n",
       "\n",
       "      .nav li {\n",
       "        margin-right: 20px;\n",
       "      }\n",
       "\n",
       "      .nav li:last-child {\n",
       "        margin-right: 0;\n",
       "      }\n",
       "\n",
       "      .nav a {\n",
       "        color: #333;\n",
       "        text-decoration: none;\n",
       "        transition: color 0.3s ease-in-out;\n",
       "      }\n",
       "\n",
       "      .nav a:hover {\n",
       "        color: #32a852;\n",
       "      }\n",
       "\n",
       "      /* Main content styles */\n",
       "      main {\n",
       "        padding: 40px 20px;\n",
       "      }\n",
       "\n",
       "      h1 {\n",
       "        font-size: 32px;\n",
       "        margin-bottom: 20px;\n",
       "      }\n",
       "\n",
       "      /* Dark mode styles */\n",
       "      .mode {\n",
       "        display: flex;\n",
       "        align-items: center;\n",
       "        justify-content: center;\n",
       "        margin-left: 20px;\n",
       "      }\n",
       "\n",
       "      .change {\n",
       "        cursor: pointer;\n",
       "        border: none;\n",
       "        border-radius: 50%;\n",
       "        width: 30px;\n",
       "        height: 30px;\n",
       "        text-align: center;\n",
       "        background-color: #333;\n",
       "        color: #fff;\n",
       "        transition: background-color 0.3s ease-in-out, transform 0.3s ease-in-out;\n",
       "      }\n",
       "\n",
       "      .change:hover {\n",
       "        background-color: #32a852;\n",
       "      }\n",
       "\n",
       "      .change:focus {\n",
       "        outline: none;\n",
       "      }\n",
       "\n",
       "      .change.dark {\n",
       "        transform: rotate(180deg);\n",
       "      }\n",
       "\n",
       "      /* Responsive styles */\n",
       "      @media screen and (max-width: 768px) {\n",
       "        .nav {\n",
       "          flex-wrap: wrap;\n",
       "        }\n",
       "\n",
       "        .nav li {\n",
       "          margin-right: 0;\n",
       "          margin-bottom: 10px;\n",
       "        }\n",
       "      }\n",
       "    </style>\n",
       "  </head>\n",
       "  <body>\n",
       "    <header>\n",
       "      <div class=\"container\">\n",
       "        <div class=\"logo\">\n",
       "          <a href=\"https://sumityadav.com.np\"><img src=\"https://rockerritesh.github.io/nepsesimple/android-chrome-192x192.png\" alt=\"Logo\"  /></a>\n",
       "        </div>\n",
       "        <nav>\n",
       "          <ul class=\"nav\">\n",
       "            <li><a href=\"https://rockerritesh.github.io/nepsesimple/index\">Home</a></li>\n",
       "            <li><a href\"https://rockerritesh.github.io/nepsesimple/each_company\">Today Summary</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/marketsummary\">Summary</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/marketdata\">Top Value Data</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/ipo\">IPO</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/todayindex\">Indices</a></li>\n",
       "\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/topvolume\">Today TOP VOLUME</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/toptransactions\">Top Transactions</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/gradeofcompany\">Grade Of Company</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/compare\">Compare Company</a></li>\n",
       "\n",
       "        <li><a href=\"https://rockerritesh.github.io/nepsesimple/each_company\">Each Company</a></li>\n",
       "\t\t\t\t<p dir=\"auto\"><a href=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml\"><img src=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml/badge.svg\" alt=\"Update file(s)\" style=\"max-width: 100%;\"></a></p>\n",
       "<span style=\"border: 1px solid rgb(219, 219, 219);  padding: 1px 0px 0px 6px; border-radius:3px; height:20px; background-color: rgba(234, 234, 234, 0.5); width:310px; display:block;\">\n",
       "<iframe scrolling=\"no\" border=\"0\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" allowtransparency=\"true\" src=\"https://www.ashesh.com.np/linknepali-time.php?time_only=no&font_color=666666&aj_time=yes&font_size=12&line_brake=0&bikram_sambat=0&api=711288n597\" width=\"305\" height=\"22\"></iframe></span>\n",
       "\t\t\t</ul>\n",
       "\t\t</nav>\n",
       "\t</div>\n",
       "</header>\n",
       "</body>\n",
       "\n",
       "\n",
       "  <p>\n",
       "  <img class=\"lazyautosizes lazyloaded\"\n",
       "         src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         data-src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         data-srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\"\n",
       "         data-sizes=\"auto\"\n",
       "         alt=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         title=\"Graph\"\n",
       "         sizes=\"auto\"\n",
       "         srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\">\n",
       "    </p>\n",
       "\t</div>\n",
       "\n",
       "None</body> </html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "gold = df_list_stock[-7].to_html()\n",
    "# append asadas with gold and save as gold.html\n",
    "html = asadas + str(gold) + \"</body> </html>\"\n",
    "with open(\"gold.html\", \"w\") as output:\n",
    "    output.write(html)\n",
    "\n",
    "\n",
    "\n",
    "compare = df_list_stock[-8].to_html(\"compare.html\")\n",
    "# append asadas with compare and save as compare.html\n",
    "html = asadas + str(compare) + \"</body> </html>\"\n",
    "with open(\"compare.html\", \"w\") as output:\n",
    "    output.write(html)\n",
    "\n",
    "displayHTML(html)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_7877/648504169.py:3: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display\n",
      "  from IPython.core.display import display, HTML\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html lang=\"en\">\n",
       "  <head>\n",
       "    <meta charset=\"UTF-8\" />\n",
       "    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\" />\n",
       "    <title>NEPSE Simple</title>\n",
       "    <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css\" />\n",
       "    <style>\n",
       "      /* General styles */\n",
       "      * {\n",
       "        margin: 0;\n",
       "        padding: 0;\n",
       "        box-sizing: border-box;\n",
       "      }\n",
       "\n",
       "      body {\n",
       "        font-family: Arial, sans-serif;\n",
       "        font-size: 16px;\n",
       "        line-height: 1.5;\n",
       "      }\n",
       "\n",
       "      /* Header styles */\n",
       "      header {\n",
       "        background-color: #fff;\n",
       "        box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);\n",
       "        padding: 20px;\n",
       "        position: sticky;\n",
       "        top: 0;\n",
       "        z-index: 999;\n",
       "      }\n",
       "\n",
       "      .container {\n",
       "        display: flex;\n",
       "        align-items: center;\n",
       "        justify-content: space-between;\n",
       "      }\n",
       "\n",
       "      .logo {\n",
       "        height: 80px;\n",
       "      }\n",
       "\n",
       "      .nav {\n",
       "        display: flex;\n",
       "        list-style: none;\n",
       "        margin: 0;\n",
       "        padding: 0;\n",
       "      }\n",
       "\n",
       "      .nav li {\n",
       "        margin-right: 20px;\n",
       "      }\n",
       "\n",
       "      .nav li:last-child {\n",
       "        margin-right: 0;\n",
       "      }\n",
       "\n",
       "      .nav a {\n",
       "        color: #333;\n",
       "        text-decoration: none;\n",
       "        transition: color 0.3s ease-in-out;\n",
       "      }\n",
       "\n",
       "      .nav a:hover {\n",
       "        color: #32a852;\n",
       "      }\n",
       "\n",
       "      /* Main content styles */\n",
       "      main {\n",
       "        padding: 40px 20px;\n",
       "      }\n",
       "\n",
       "      h1 {\n",
       "        font-size: 32px;\n",
       "        margin-bottom: 20px;\n",
       "      }\n",
       "\n",
       "      /* Dark mode styles */\n",
       "      .mode {\n",
       "        display: flex;\n",
       "        align-items: center;\n",
       "        justify-content: center;\n",
       "        margin-left: 20px;\n",
       "      }\n",
       "\n",
       "      .change {\n",
       "        cursor: pointer;\n",
       "        border: none;\n",
       "        border-radius: 50%;\n",
       "        width: 30px;\n",
       "        height: 30px;\n",
       "        text-align: center;\n",
       "        background-color: #333;\n",
       "        color: #fff;\n",
       "        transition: background-color 0.3s ease-in-out, transform 0.3s ease-in-out;\n",
       "      }\n",
       "\n",
       "      .change:hover {\n",
       "        background-color: #32a852;\n",
       "      }\n",
       "\n",
       "      .change:focus {\n",
       "        outline: none;\n",
       "      }\n",
       "\n",
       "      .change.dark {\n",
       "        transform: rotate(180deg);\n",
       "      }\n",
       "\n",
       "      /* Responsive styles */\n",
       "      @media screen and (max-width: 768px) {\n",
       "        .nav {\n",
       "          flex-wrap: wrap;\n",
       "        }\n",
       "\n",
       "        .nav li {\n",
       "          margin-right: 0;\n",
       "          margin-bottom: 10px;\n",
       "        }\n",
       "      }\n",
       "    </style>\n",
       "  </head>\n",
       "  <body>\n",
       "    <header>\n",
       "      <div class=\"container\">\n",
       "        <div class=\"logo\">\n",
       "          <a href=\"https://sumityadav.com.np\"><img src=\"https://rockerritesh.github.io/nepsesimple/android-chrome-192x192.png\" alt=\"Logo\"  /></a>\n",
       "        </div>\n",
       "        <nav>\n",
       "          <ul class=\"nav\">\n",
       "            <li><a href=\"https://rockerritesh.github.io/nepsesimple/index\">Home</a></li>\n",
       "            <li><a href\"https://rockerritesh.github.io/nepsesimple/each_company\">Today Summary</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/marketsummary\">Summary</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/marketdata\">Top Value Data</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/ipo\">IPO</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/todayindex\">Indices</a></li>\n",
       "\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/topvolume\">Today TOP VOLUME</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/toptransactions\">Top Transactions</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/gradeofcompany\">Grade Of Company</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/compare\">Compare Company</a></li>\n",
       "\n",
       "        <li><a href=\"https://rockerritesh.github.io/nepsesimple/each_company\">Each Company</a></li>\n",
       "\t\t\t\t<p dir=\"auto\"><a href=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml\"><img src=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml/badge.svg\" alt=\"Update file(s)\" style=\"max-width: 100%;\"></a></p>\n",
       "<span style=\"border: 1px solid rgb(219, 219, 219);  padding: 1px 0px 0px 6px; border-radius:3px; height:20px; background-color: rgba(234, 234, 234, 0.5); width:310px; display:block;\">\n",
       "<iframe scrolling=\"no\" border=\"0\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" allowtransparency=\"true\" src=\"https://www.ashesh.com.np/linknepali-time.php?time_only=no&font_color=666666&aj_time=yes&font_size=12&line_brake=0&bikram_sambat=0&api=711288n597\" width=\"305\" height=\"22\"></iframe></span>\n",
       "\t\t\t</ul>\n",
       "\t\t</nav>\n",
       "\t</div>\n",
       "</header>\n",
       "</body>\n",
       "\n",
       "\n",
       "  <p>\n",
       "  <img class=\"lazyautosizes lazyloaded\"\n",
       "         src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         data-src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         data-srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\"\n",
       "         data-sizes=\"auto\"\n",
       "         alt=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         title=\"Graph\"\n",
       "         sizes=\"auto\"\n",
       "         srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\">\n",
       "    </p>\n",
       "\t</div>\n",
       "\n",
       "<h2> Share </h2><table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>S.N.</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>Company</th>\n",
       "      <th>Units</th>\n",
       "      <th>Price</th>\n",
       "      <th>Opening Date</th>\n",
       "      <th>Closing Date</th>\n",
       "      <th>Status</th>\n",
       "      <th>View</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>HRL</td>\n",
       "      <td>Himalayan Reinsurance Limited</td>\n",
       "      <td>24900000.0</td>\n",
       "      <td>206.0</td>\n",
       "      <td>2023-12-13</td>\n",
       "      <td>2023-12-17</td>\n",
       "      <td>Coming Soon</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>NWCL</td>\n",
       "      <td>Nepal Warehousing Company Limited</td>\n",
       "      <td>1141250.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>2023-11-26</td>\n",
       "      <td>2023-11-29</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>MKCL</td>\n",
       "      <td>Muktinath Krishi Company Limited</td>\n",
       "      <td>1148000.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>2023-11-24</td>\n",
       "      <td>2023-11-28</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>VLCL</td>\n",
       "      <td>Vision Lumbini Urja Company Limited</td>\n",
       "      <td>2075285.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>2023-11-02</td>\n",
       "      <td>2023-11-06</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>CHPL</td>\n",
       "      <td>Chirkhwa Hydro Power Limited</td>\n",
       "      <td>859300.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>2023-10-10</td>\n",
       "      <td>2023-10-13</td>\n",
       "      <td>Closed</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table><h2> Bonous </h2><table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>S.N.</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>Bonus (%)</th>\n",
       "      <th>Cash (%)</th>\n",
       "      <th>Total (%)</th>\n",
       "      <th>Fiscal Year</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>GILB</td>\n",
       "      <td>-</td>\n",
       "      <td>10.0000</td>\n",
       "      <td>-</td>\n",
       "      <td>2079/2080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>SMATA</td>\n",
       "      <td>5.4222</td>\n",
       "      <td>0.2854</td>\n",
       "      <td>5.7076</td>\n",
       "      <td>2079/2080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>BGWT</td>\n",
       "      <td>-</td>\n",
       "      <td>10.5263</td>\n",
       "      <td>-</td>\n",
       "      <td>2079/2080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>SKBBL</td>\n",
       "      <td>15.00</td>\n",
       "      <td>5.0000</td>\n",
       "      <td>20.00</td>\n",
       "      <td>2079/2080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>ICFC</td>\n",
       "      <td>-</td>\n",
       "      <td>6.5000</td>\n",
       "      <td>-</td>\n",
       "      <td>2079/2080</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table><h2> News of Bank </h2><table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>S.N.</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>Company</th>\n",
       "      <th>Units</th>\n",
       "      <th>Sector</th>\n",
       "      <th>Remark</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>BHCL</td>\n",
       "      <td>Bikash Hydropower Company Limited</td>\n",
       "      <td>4454596.0</td>\n",
       "      <td>Hydropower</td>\n",
       "      <td>Prabhu Capital Ltd.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>SCML</td>\n",
       "      <td>Sarbottam Cement Limited</td>\n",
       "      <td>3600000.0</td>\n",
       "      <td>Manufacturing and Products</td>\n",
       "      <td>Global IME Capital Ltd</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>ORCHID</td>\n",
       "      <td>Orchid Holdings Limited</td>\n",
       "      <td>11500000.0</td>\n",
       "      <td>Hotel &amp; Tourism</td>\n",
       "      <td>Laxmi Capital Market Ltd.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>HFIL</td>\n",
       "      <td>Hotel Forest Inn Limited</td>\n",
       "      <td>9800000.0</td>\n",
       "      <td>Non Category</td>\n",
       "      <td>NIC Asia Capital Limited</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>SHPL</td>\n",
       "      <td>Solu Hydropower Limited</td>\n",
       "      <td>20000000.0</td>\n",
       "      <td>Hydropower</td>\n",
       "      <td>Nabil Investment Banking Limited</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table><h2> Stock </h2><table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Sub-Indices</th>\n",
       "      <th>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Turnover</th>\n",
       "      <th>Point</th>\n",
       "      <th>% Change</th>\n",
       "      <th>52 Week High</th>\n",
       "      <th>52 Week Low</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Banking SubIndex</td>\n",
       "      <td>1220.50</td>\n",
       "      <td>1220.50</td>\n",
       "      <td>1181.69</td>\n",
       "      <td>1189.99</td>\n",
       "      <td>4.729836e+08</td>\n",
       "      <td>-15.23</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>1466.22</td>\n",
       "      <td>1128.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Development Bank Index</td>\n",
       "      <td>3906.86</td>\n",
       "      <td>3906.86</td>\n",
       "      <td>3754.11</td>\n",
       "      <td>3779.45</td>\n",
       "      <td>1.985681e+08</td>\n",
       "      <td>-80.69</td>\n",
       "      <td>-2.09</td>\n",
       "      <td>4284.12</td>\n",
       "      <td>3252.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Finance Index</td>\n",
       "      <td>1745.91</td>\n",
       "      <td>1748.74</td>\n",
       "      <td>1695.51</td>\n",
       "      <td>1711.50</td>\n",
       "      <td>1.455679e+08</td>\n",
       "      <td>-22.70</td>\n",
       "      <td>-1.30</td>\n",
       "      <td>2040.90</td>\n",
       "      <td>1457.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Hotels And Tourism</td>\n",
       "      <td>5424.07</td>\n",
       "      <td>5424.07</td>\n",
       "      <td>5234.99</td>\n",
       "      <td>5278.15</td>\n",
       "      <td>1.841613e+08</td>\n",
       "      <td>-76.10</td>\n",
       "      <td>-1.42</td>\n",
       "      <td>6101.45</td>\n",
       "      <td>2660.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>HydroPower Index</td>\n",
       "      <td>2164.03</td>\n",
       "      <td>2164.08</td>\n",
       "      <td>2076.42</td>\n",
       "      <td>2117.08</td>\n",
       "      <td>1.178299e+09</td>\n",
       "      <td>-14.56</td>\n",
       "      <td>-0.68</td>\n",
       "      <td>2784.47</td>\n",
       "      <td>1890.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Investment</td>\n",
       "      <td>71.96</td>\n",
       "      <td>71.96</td>\n",
       "      <td>69.53</td>\n",
       "      <td>69.81</td>\n",
       "      <td>2.539980e+08</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>-1.35</td>\n",
       "      <td>77.52</td>\n",
       "      <td>54.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Life Insurance</td>\n",
       "      <td>11153.14</td>\n",
       "      <td>11153.14</td>\n",
       "      <td>10774.35</td>\n",
       "      <td>10906.62</td>\n",
       "      <td>8.478814e+08</td>\n",
       "      <td>-79.75</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>12990.43</td>\n",
       "      <td>8991.43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Manufacturing And Processing</td>\n",
       "      <td>4985.73</td>\n",
       "      <td>5018.29</td>\n",
       "      <td>4923.27</td>\n",
       "      <td>4951.48</td>\n",
       "      <td>5.329442e+08</td>\n",
       "      <td>13.43</td>\n",
       "      <td>0.27</td>\n",
       "      <td>6081.90</td>\n",
       "      <td>4236.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Microfinance Index</td>\n",
       "      <td>3477.63</td>\n",
       "      <td>3487.68</td>\n",
       "      <td>3395.39</td>\n",
       "      <td>3456.57</td>\n",
       "      <td>2.536729e+08</td>\n",
       "      <td>15.46</td>\n",
       "      <td>0.44</td>\n",
       "      <td>5053.10</td>\n",
       "      <td>3205.17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Mutual Fund</td>\n",
       "      <td>17.64</td>\n",
       "      <td>18.01</td>\n",
       "      <td>17.64</td>\n",
       "      <td>18.01</td>\n",
       "      <td>8.940268e+06</td>\n",
       "      <td>0.38</td>\n",
       "      <td>2.16</td>\n",
       "      <td>19.25</td>\n",
       "      <td>12.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Non Life Insurance</td>\n",
       "      <td>10761.76</td>\n",
       "      <td>10804.62</td>\n",
       "      <td>10510.51</td>\n",
       "      <td>10762.32</td>\n",
       "      <td>6.093318e+08</td>\n",
       "      <td>146.36</td>\n",
       "      <td>1.37</td>\n",
       "      <td>11867.67</td>\n",
       "      <td>7363.34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Others Index</td>\n",
       "      <td>1476.24</td>\n",
       "      <td>1476.24</td>\n",
       "      <td>1427.59</td>\n",
       "      <td>1442.20</td>\n",
       "      <td>8.819470e+07</td>\n",
       "      <td>-17.79</td>\n",
       "      <td>-1.21</td>\n",
       "      <td>1670.83</td>\n",
       "      <td>1301.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Trading Index</td>\n",
       "      <td>2840.25</td>\n",
       "      <td>2859.41</td>\n",
       "      <td>2777.96</td>\n",
       "      <td>2808.67</td>\n",
       "      <td>1.695173e+07</td>\n",
       "      <td>-31.57</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>3104.95</td>\n",
       "      <td>1798.23</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table><h2> Grade of Company </h2><table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>S.N.</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>Company</th>\n",
       "      <th>Product</th>\n",
       "      <th>Offering</th>\n",
       "      <th>Grade</th>\n",
       "      <th>Published Date</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>JALPA</td>\n",
       "      <td>Jalpa Samudayik Laghubitta Bittiya Sanstha Limited</td>\n",
       "      <td>Issuer Rating</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[ICRANP-IR] BB; reaffirmed</td>\n",
       "      <td>2022-09-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>MKHC</td>\n",
       "      <td>Maya Khola Hydropower Company Limited</td>\n",
       "      <td>Issuer Rating</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[ICRANP-IR] BB-; reaffirmed</td>\n",
       "      <td>2022-08-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>MKHL</td>\n",
       "      <td>Mai Khola Hydropower Limited</td>\n",
       "      <td>Issuer Rating</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[ICRANP-IR] BB+; assigned</td>\n",
       "      <td>2022-08-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>RHGCL</td>\n",
       "      <td>Rapti Hydro &amp; General Construction Limited</td>\n",
       "      <td>Issuer Rating</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[ICRANP-IR] B; downgraded from [ICRANP-IR] B+</td>\n",
       "      <td>2022-06-13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>SCML</td>\n",
       "      <td>Sarbottam Cement Limited</td>\n",
       "      <td>Issuer rating</td>\n",
       "      <td>NaN</td>\n",
       "      <td>[ICRANP-IR] BBB+; reaffirmed</td>\n",
       "      <td>2022-03-28</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table><h2> Company Merged </h2><table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>S.N.</th>\n",
       "      <th>Name of Companies</th>\n",
       "      <th>Company Name (After Merged)</th>\n",
       "      <th>Sector</th>\n",
       "      <th>Action</th>\n",
       "      <th>Swap Ratio</th>\n",
       "      <th>Trading</th>\n",
       "      <th>Joint Date</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Global IME Capital Limited and B.O.K Capital Market Limited</td>\n",
       "      <td>Global IME Capital Limited</td>\n",
       "      <td>Merchant Bank</td>\n",
       "      <td>Merger</td>\n",
       "      <td>1:0.53</td>\n",
       "      <td>Yes</td>\n",
       "      <td>2023-08-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>NIBL ACE Capital Limited and Mega Capital Markets Limited</td>\n",
       "      <td>NIMB Ace Capital Limited</td>\n",
       "      <td>Merchant Bank</td>\n",
       "      <td>Acquisition</td>\n",
       "      <td>1:1</td>\n",
       "      <td>Yes</td>\n",
       "      <td>2023-07-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>Asha Laghubitta Bittiya Sanstha Limited and Rastra Utthan Laghubitta Bittiya Sanstha Limited</td>\n",
       "      <td>Asha Laghubitta Bittiya Sanstha Limited</td>\n",
       "      <td>Microfinance</td>\n",
       "      <td>Acquisition</td>\n",
       "      <td>1: 1</td>\n",
       "      <td>Yes</td>\n",
       "      <td>2023-07-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>Prabhu Capital Limited and Century Capital Markets Limited</td>\n",
       "      <td>Prabhu Capital Limited</td>\n",
       "      <td>Merchant Bank</td>\n",
       "      <td>Acquisition</td>\n",
       "      <td>1: 1</td>\n",
       "      <td>No</td>\n",
       "      <td>2023-05-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>IME General Insurance Limited and Prudential Insurance Company Limited</td>\n",
       "      <td>IGI Prudential Insurance Limited</td>\n",
       "      <td>Non-Life Insurance</td>\n",
       "      <td>Merger</td>\n",
       "      <td>1: 1</td>\n",
       "      <td>Yes</td>\n",
       "      <td>2023-05-10</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table><h2> Book Closure </h2><table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>S.N.</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>AGM</th>\n",
       "      <th>Book Closure</th>\n",
       "      <th>AGM Date</th>\n",
       "      <th>Fiscal Year</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>SHINE</td>\n",
       "      <td>15th AGM</td>\n",
       "      <td>2023-11-27</td>\n",
       "      <td>2023-12-09</td>\n",
       "      <td>2080/2081</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>CAPMAX</td>\n",
       "      <td>1st AGM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2023-12-08</td>\n",
       "      <td>2080/2081</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>INDEX</td>\n",
       "      <td>1st AGM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2023-12-01</td>\n",
       "      <td>2080/2081</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>NMBA</td>\n",
       "      <td>17th AGM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2023-12-22</td>\n",
       "      <td>2080/2081</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>NMBSL</td>\n",
       "      <td>1st, 2nd and 3rd AGM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2023-11-24</td>\n",
       "      <td>2080/2081</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table></body> </html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "\n",
    "index = df_list_stock[-12].to_html()\n",
    "urlshare = \"https://www.sharesansar.com/?show=home\"\n",
    "htmlshare = requests.get(urlshare).content\n",
    "df_list_share = pd.read_html(htmlshare)\n",
    "df_share = df_list_share[2]\n",
    "\n",
    "#df_share.to_html(\"ipo.html\")\n",
    "# df_list_share[1].to_html(\"bonous.html\")\n",
    "# df_list_share[4].to_html(\"newsofbank.html\")\n",
    "# df_list_share[5].to_html(\"stock.html\")\n",
    "# df_list_share[6].to_html(\"gradeofcompany.html\")\n",
    "# df_list_share[7].to_html(\"companymerged.html\")\n",
    "# df_list_share[0].to_html(\"bookclosure.html\")\n",
    "\n",
    "# merge df_list_share[7] to df_list_share[0] and save as details.html with appropriate html tags\n",
    "html = asadas + str(\"<h2> Share </h2>\") + str(df_share.to_html()) + str(\"<h2> Bonous </h2>\") + str(df_list_share[1].to_html()) + str(\"<h2> News of Bank </h2>\") + str(df_list_share[4].to_html()) + str(\"<h2> Stock </h2>\") + str(df_list_share[5].to_html()) + str(\"<h2> Grade of Company </h2>\") + str(df_list_share[6].to_html()) + str(\"<h2> Company Merged </h2>\") + str(df_list_share[7].to_html()) + str(\"<h2> Book Closure </h2>\") + str(df_list_share[0].to_html()) + \"</body> </html>\"\n",
    "with open(\"details.html\", \"w\") as output:\n",
    "    output.write(html)\n",
    "\n",
    "displayHTML(html)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_7877/648504169.py:3: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display\n",
      "  from IPython.core.display import display, HTML\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html lang=\"en\">\n",
       "  <head>\n",
       "    <meta charset=\"UTF-8\" />\n",
       "    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\" />\n",
       "    <title>NEPSE Simple</title>\n",
       "    <link rel=\"stylesheet\" href=\"https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.15.3/css/all.min.css\" />\n",
       "    <style>\n",
       "      /* General styles */\n",
       "      * {\n",
       "        margin: 0;\n",
       "        padding: 0;\n",
       "        box-sizing: border-box;\n",
       "      }\n",
       "\n",
       "      body {\n",
       "        font-family: Arial, sans-serif;\n",
       "        font-size: 16px;\n",
       "        line-height: 1.5;\n",
       "      }\n",
       "\n",
       "      /* Header styles */\n",
       "      header {\n",
       "        background-color: #fff;\n",
       "        box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);\n",
       "        padding: 20px;\n",
       "        position: sticky;\n",
       "        top: 0;\n",
       "        z-index: 999;\n",
       "      }\n",
       "\n",
       "      .container {\n",
       "        display: flex;\n",
       "        align-items: center;\n",
       "        justify-content: space-between;\n",
       "      }\n",
       "\n",
       "      .logo {\n",
       "        height: 80px;\n",
       "      }\n",
       "\n",
       "      .nav {\n",
       "        display: flex;\n",
       "        list-style: none;\n",
       "        margin: 0;\n",
       "        padding: 0;\n",
       "      }\n",
       "\n",
       "      .nav li {\n",
       "        margin-right: 20px;\n",
       "      }\n",
       "\n",
       "      .nav li:last-child {\n",
       "        margin-right: 0;\n",
       "      }\n",
       "\n",
       "      .nav a {\n",
       "        color: #333;\n",
       "        text-decoration: none;\n",
       "        transition: color 0.3s ease-in-out;\n",
       "      }\n",
       "\n",
       "      .nav a:hover {\n",
       "        color: #32a852;\n",
       "      }\n",
       "\n",
       "      /* Main content styles */\n",
       "      main {\n",
       "        padding: 40px 20px;\n",
       "      }\n",
       "\n",
       "      h1 {\n",
       "        font-size: 32px;\n",
       "        margin-bottom: 20px;\n",
       "      }\n",
       "\n",
       "      /* Dark mode styles */\n",
       "      .mode {\n",
       "        display: flex;\n",
       "        align-items: center;\n",
       "        justify-content: center;\n",
       "        margin-left: 20px;\n",
       "      }\n",
       "\n",
       "      .change {\n",
       "        cursor: pointer;\n",
       "        border: none;\n",
       "        border-radius: 50%;\n",
       "        width: 30px;\n",
       "        height: 30px;\n",
       "        text-align: center;\n",
       "        background-color: #333;\n",
       "        color: #fff;\n",
       "        transition: background-color 0.3s ease-in-out, transform 0.3s ease-in-out;\n",
       "      }\n",
       "\n",
       "      .change:hover {\n",
       "        background-color: #32a852;\n",
       "      }\n",
       "\n",
       "      .change:focus {\n",
       "        outline: none;\n",
       "      }\n",
       "\n",
       "      .change.dark {\n",
       "        transform: rotate(180deg);\n",
       "      }\n",
       "\n",
       "      /* Responsive styles */\n",
       "      @media screen and (max-width: 768px) {\n",
       "        .nav {\n",
       "          flex-wrap: wrap;\n",
       "        }\n",
       "\n",
       "        .nav li {\n",
       "          margin-right: 0;\n",
       "          margin-bottom: 10px;\n",
       "        }\n",
       "      }\n",
       "    </style>\n",
       "  </head>\n",
       "  <body>\n",
       "    <header>\n",
       "      <div class=\"container\">\n",
       "        <div class=\"logo\">\n",
       "          <a href=\"https://sumityadav.com.np\"><img src=\"https://rockerritesh.github.io/nepsesimple/android-chrome-192x192.png\" alt=\"Logo\"  /></a>\n",
       "        </div>\n",
       "        <nav>\n",
       "          <ul class=\"nav\">\n",
       "            <li><a href=\"https://rockerritesh.github.io/nepsesimple/index\">Home</a></li>\n",
       "            <li><a href\"https://rockerritesh.github.io/nepsesimple/each_company\">Today Summary</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/marketsummary\">Summary</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/marketdata\">Top Value Data</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/ipo\">IPO</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/todayindex\">Indices</a></li>\n",
       "\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/topvolume\">Today TOP VOLUME</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/toptransactions\">Top Transactions</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/gradeofcompany\">Grade Of Company</a></li>\n",
       "\t\t\t\t<li><a href=\"https://rockerritesh.github.io/nepsesimple/compare\">Compare Company</a></li>\n",
       "\n",
       "        <li><a href=\"https://rockerritesh.github.io/nepsesimple/each_company\">Each Company</a></li>\n",
       "\t\t\t\t<p dir=\"auto\"><a href=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml\"><img src=\"https://github.com/rockerritesh/nepsesimple/actions/workflows/update.yml/badge.svg\" alt=\"Update file(s)\" style=\"max-width: 100%;\"></a></p>\n",
       "<span style=\"border: 1px solid rgb(219, 219, 219);  padding: 1px 0px 0px 6px; border-radius:3px; height:20px; background-color: rgba(234, 234, 234, 0.5); width:310px; display:block;\">\n",
       "<iframe scrolling=\"no\" border=\"0\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" allowtransparency=\"true\" src=\"https://www.ashesh.com.np/linknepali-time.php?time_only=no&font_color=666666&aj_time=yes&font_size=12&line_brake=0&bikram_sambat=0&api=711288n597\" width=\"305\" height=\"22\"></iframe></span>\n",
       "\t\t\t</ul>\n",
       "\t\t</nav>\n",
       "\t</div>\n",
       "</header>\n",
       "</body>\n",
       "\n",
       "\n",
       "  <p>\n",
       "  <img class=\"lazyautosizes lazyloaded\"\n",
       "         src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         data-src=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         data-srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\"\n",
       "         data-sizes=\"auto\"\n",
       "         alt=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png\"\n",
       "         title=\"Graph\"\n",
       "         sizes=\"auto\"\n",
       "         srcset=\"https://github.com/rockerritesh/nepsesimple/raw/main/graph.png, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 1.5x, https://github.com/rockerritesh/nepsesimple/raw/main/graph.png 2x\">\n",
       "    </p>\n",
       "\t</div>\n",
       "\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Index</th>\n",
       "      <th>Close</th>\n",
       "      <th>Point Change</th>\n",
       "      <th>% Change</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>NEPSE Index</td>\n",
       "      <td>1948.57</td>\n",
       "      <td>-15.40</td>\n",
       "      <td>-0.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Sensitive Index</td>\n",
       "      <td>369.41</td>\n",
       "      <td>-4.33</td>\n",
       "      <td>-1.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Float Index</td>\n",
       "      <td>134.74</td>\n",
       "      <td>-1.09</td>\n",
       "      <td>-0.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Sensitive Float Index</td>\n",
       "      <td>120.22</td>\n",
       "      <td>-1.52</td>\n",
       "      <td>-1.25</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table><table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>S.No</th>\n",
       "      <th>Symbol</th>\n",
       "      <th>Conf.</th>\n",
       "      <th>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>VWAP</th>\n",
       "      <th>Vol</th>\n",
       "      <th>Prev. Close</th>\n",
       "      <th>Turnover</th>\n",
       "      <th>Trans.</th>\n",
       "      <th>Diff</th>\n",
       "      <th>Range</th>\n",
       "      <th>Diff %</th>\n",
       "      <th>Range %</th>\n",
       "      <th>VWAP %</th>\n",
       "      <th>120 Days</th>\n",
       "      <th>180 Days</th>\n",
       "      <th>52 Weeks High</th>\n",
       "      <th>52 Weeks Low</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>ACLBSL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>520.2</td>\n",
       "      <td>540.6</td>\n",
       "      <td>519.9</td>\n",
       "      <td>538.7</td>\n",
       "      <td>524.52</td>\n",
       "      <td>4183.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>2194078.5</td>\n",
       "      <td>72</td>\n",
       "      <td>28.7</td>\n",
       "      <td>20.7</td>\n",
       "      <td>5.63</td>\n",
       "      <td>3.98</td>\n",
       "      <td>2.63</td>\n",
       "      <td>578.95</td>\n",
       "      <td>579.76</td>\n",
       "      <td>906.7</td>\n",
       "      <td>500.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>ADBL</td>\n",
       "      <td>56.5</td>\n",
       "      <td>253.4</td>\n",
       "      <td>258.0</td>\n",
       "      <td>245.0</td>\n",
       "      <td>246.0</td>\n",
       "      <td>248.38</td>\n",
       "      <td>36977.0</td>\n",
       "      <td>248.5</td>\n",
       "      <td>9184349.5</td>\n",
       "      <td>216</td>\n",
       "      <td>-2.5</td>\n",
       "      <td>13.0</td>\n",
       "      <td>-1.01</td>\n",
       "      <td>5.31</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>247.23</td>\n",
       "      <td>246.73</td>\n",
       "      <td>355.8</td>\n",
       "      <td>224.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>AHL</td>\n",
       "      <td>50.62</td>\n",
       "      <td>376.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>350.1</td>\n",
       "      <td>350.1</td>\n",
       "      <td>357.82</td>\n",
       "      <td>11420.0</td>\n",
       "      <td>370.0</td>\n",
       "      <td>4086288.8</td>\n",
       "      <td>178</td>\n",
       "      <td>-19.9</td>\n",
       "      <td>25.9</td>\n",
       "      <td>-5.38</td>\n",
       "      <td>7.4</td>\n",
       "      <td>-2.2</td>\n",
       "      <td>334.44</td>\n",
       "      <td>0.0</td>\n",
       "      <td>480.9</td>\n",
       "      <td>273.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>AHPC</td>\n",
       "      <td>59.4</td>\n",
       "      <td>221.4</td>\n",
       "      <td>226.0</td>\n",
       "      <td>215.0</td>\n",
       "      <td>219.9</td>\n",
       "      <td>219.03</td>\n",
       "      <td>71586.0</td>\n",
       "      <td>217.1</td>\n",
       "      <td>15679310.3</td>\n",
       "      <td>292</td>\n",
       "      <td>2.8</td>\n",
       "      <td>11.0</td>\n",
       "      <td>1.29</td>\n",
       "      <td>5.12</td>\n",
       "      <td>0.4</td>\n",
       "      <td>235.38</td>\n",
       "      <td>254.12</td>\n",
       "      <td>364.0</td>\n",
       "      <td>190.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>AKJCL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>162.0</td>\n",
       "      <td>168.0</td>\n",
       "      <td>156.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>160.14</td>\n",
       "      <td>49800.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>7974805.9</td>\n",
       "      <td>286</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>-0.63</td>\n",
       "      <td>7.69</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>173.07</td>\n",
       "      <td>188.23</td>\n",
       "      <td>262.0</td>\n",
       "      <td>141.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6</td>\n",
       "      <td>AKPL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>175.7</td>\n",
       "      <td>182.0</td>\n",
       "      <td>167.0</td>\n",
       "      <td>171.1</td>\n",
       "      <td>174.06</td>\n",
       "      <td>144307.0</td>\n",
       "      <td>172.3</td>\n",
       "      <td>25118669.9</td>\n",
       "      <td>680</td>\n",
       "      <td>-1.2</td>\n",
       "      <td>15.0</td>\n",
       "      <td>-0.7</td>\n",
       "      <td>8.98</td>\n",
       "      <td>-1.73</td>\n",
       "      <td>226.24</td>\n",
       "      <td>279.45</td>\n",
       "      <td>460.9</td>\n",
       "      <td>152.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>ALBSL</td>\n",
       "      <td>58.97</td>\n",
       "      <td>662.0</td>\n",
       "      <td>662.0</td>\n",
       "      <td>595.8</td>\n",
       "      <td>632.0</td>\n",
       "      <td>623.24</td>\n",
       "      <td>10278.0</td>\n",
       "      <td>662.0</td>\n",
       "      <td>6405643.9</td>\n",
       "      <td>185</td>\n",
       "      <td>-30.0</td>\n",
       "      <td>66.2</td>\n",
       "      <td>-4.53</td>\n",
       "      <td>11.11</td>\n",
       "      <td>1.39</td>\n",
       "      <td>709.01</td>\n",
       "      <td>709.0</td>\n",
       "      <td>1158.9</td>\n",
       "      <td>543.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>ALICL</td>\n",
       "      <td>58.99</td>\n",
       "      <td>684.0</td>\n",
       "      <td>684.4</td>\n",
       "      <td>651.7</td>\n",
       "      <td>665.2</td>\n",
       "      <td>665.12</td>\n",
       "      <td>52571.0</td>\n",
       "      <td>671.0</td>\n",
       "      <td>34965862.6</td>\n",
       "      <td>289</td>\n",
       "      <td>-5.8</td>\n",
       "      <td>32.7</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>5.02</td>\n",
       "      <td>0.01</td>\n",
       "      <td>675.31</td>\n",
       "      <td>647.44</td>\n",
       "      <td>812.0</td>\n",
       "      <td>493.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>9</td>\n",
       "      <td>ANLB</td>\n",
       "      <td>56.86</td>\n",
       "      <td>1688.5</td>\n",
       "      <td>1756.6</td>\n",
       "      <td>1592.0</td>\n",
       "      <td>1615.0</td>\n",
       "      <td>1643.44</td>\n",
       "      <td>2413.0</td>\n",
       "      <td>1655.4</td>\n",
       "      <td>3965613.5</td>\n",
       "      <td>86</td>\n",
       "      <td>-40.4</td>\n",
       "      <td>164.6</td>\n",
       "      <td>-2.44</td>\n",
       "      <td>10.34</td>\n",
       "      <td>-1.76</td>\n",
       "      <td>2046.84</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2651.0</td>\n",
       "      <td>403.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10</td>\n",
       "      <td>API</td>\n",
       "      <td>59.78</td>\n",
       "      <td>172.9</td>\n",
       "      <td>175.2</td>\n",
       "      <td>167.2</td>\n",
       "      <td>171.5</td>\n",
       "      <td>172.27</td>\n",
       "      <td>393700.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>67823912.1</td>\n",
       "      <td>1352</td>\n",
       "      <td>-0.5</td>\n",
       "      <td>8.0</td>\n",
       "      <td>-0.29</td>\n",
       "      <td>4.78</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>192.72</td>\n",
       "      <td>210.66</td>\n",
       "      <td>315.0</td>\n",
       "      <td>154.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>11</td>\n",
       "      <td>AVYAN</td>\n",
       "      <td>45.99</td>\n",
       "      <td>622.2</td>\n",
       "      <td>622.2</td>\n",
       "      <td>600.0</td>\n",
       "      <td>605.0</td>\n",
       "      <td>607.48</td>\n",
       "      <td>4682.0</td>\n",
       "      <td>610.0</td>\n",
       "      <td>2844210.6</td>\n",
       "      <td>147</td>\n",
       "      <td>-5.0</td>\n",
       "      <td>22.2</td>\n",
       "      <td>-0.82</td>\n",
       "      <td>3.7</td>\n",
       "      <td>-0.41</td>\n",
       "      <td>655.16</td>\n",
       "      <td>637.95</td>\n",
       "      <td>837.5</td>\n",
       "      <td>549.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>12</td>\n",
       "      <td>BARUN</td>\n",
       "      <td>56.82</td>\n",
       "      <td>232.5</td>\n",
       "      <td>237.1</td>\n",
       "      <td>220.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>224.46</td>\n",
       "      <td>23945.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>5374767.2</td>\n",
       "      <td>162</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>17.1</td>\n",
       "      <td>-0.88</td>\n",
       "      <td>7.77</td>\n",
       "      <td>0.68</td>\n",
       "      <td>230.75</td>\n",
       "      <td>237.93</td>\n",
       "      <td>300.0</td>\n",
       "      <td>190.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>13</td>\n",
       "      <td>BBC</td>\n",
       "      <td>41.82</td>\n",
       "      <td>3621.6</td>\n",
       "      <td>3737.0</td>\n",
       "      <td>3621.6</td>\n",
       "      <td>3676.0</td>\n",
       "      <td>3696.49</td>\n",
       "      <td>462.0</td>\n",
       "      <td>3550.6</td>\n",
       "      <td>1707777.0</td>\n",
       "      <td>30</td>\n",
       "      <td>125.4</td>\n",
       "      <td>115.4</td>\n",
       "      <td>3.53</td>\n",
       "      <td>3.19</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>3698.34</td>\n",
       "      <td>3531.3</td>\n",
       "      <td>4539.0</td>\n",
       "      <td>3050.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>14</td>\n",
       "      <td>BEDC</td>\n",
       "      <td>54.21</td>\n",
       "      <td>242.7</td>\n",
       "      <td>242.7</td>\n",
       "      <td>222.1</td>\n",
       "      <td>232.1</td>\n",
       "      <td>230.68</td>\n",
       "      <td>18892.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>4357950.2</td>\n",
       "      <td>380</td>\n",
       "      <td>-5.9</td>\n",
       "      <td>20.6</td>\n",
       "      <td>-2.48</td>\n",
       "      <td>9.28</td>\n",
       "      <td>0.61</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>326.3</td>\n",
       "      <td>170.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>15</td>\n",
       "      <td>BFC</td>\n",
       "      <td>59.78</td>\n",
       "      <td>321.3</td>\n",
       "      <td>321.3</td>\n",
       "      <td>307.1</td>\n",
       "      <td>312.0</td>\n",
       "      <td>312.15</td>\n",
       "      <td>11525.0</td>\n",
       "      <td>315.0</td>\n",
       "      <td>3597577.5</td>\n",
       "      <td>102</td>\n",
       "      <td>-3.0</td>\n",
       "      <td>14.2</td>\n",
       "      <td>-0.95</td>\n",
       "      <td>4.62</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>316.18</td>\n",
       "      <td>315.37</td>\n",
       "      <td>406.0</td>\n",
       "      <td>284.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16</td>\n",
       "      <td>BGWT</td>\n",
       "      <td>49.51</td>\n",
       "      <td>449.8</td>\n",
       "      <td>464.0</td>\n",
       "      <td>432.0</td>\n",
       "      <td>455.0</td>\n",
       "      <td>448.47</td>\n",
       "      <td>37059.0</td>\n",
       "      <td>441.0</td>\n",
       "      <td>16619787.8</td>\n",
       "      <td>635</td>\n",
       "      <td>14.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>3.17</td>\n",
       "      <td>7.41</td>\n",
       "      <td>1.44</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>464.0</td>\n",
       "      <td>352.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17</td>\n",
       "      <td>BHDC</td>\n",
       "      <td>53.74</td>\n",
       "      <td>354.9</td>\n",
       "      <td>367.0</td>\n",
       "      <td>331.3</td>\n",
       "      <td>335.0</td>\n",
       "      <td>341.54</td>\n",
       "      <td>9133.0</td>\n",
       "      <td>348.0</td>\n",
       "      <td>3119255.6</td>\n",
       "      <td>168</td>\n",
       "      <td>-13.0</td>\n",
       "      <td>35.7</td>\n",
       "      <td>-3.74</td>\n",
       "      <td>10.78</td>\n",
       "      <td>-1.95</td>\n",
       "      <td>351.28</td>\n",
       "      <td>373.37</td>\n",
       "      <td>468.9</td>\n",
       "      <td>286.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>18</td>\n",
       "      <td>BHL</td>\n",
       "      <td>56.63</td>\n",
       "      <td>220.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>211.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>217.69</td>\n",
       "      <td>6994.0</td>\n",
       "      <td>216.3</td>\n",
       "      <td>1522509.4</td>\n",
       "      <td>193</td>\n",
       "      <td>3.7</td>\n",
       "      <td>14.0</td>\n",
       "      <td>1.71</td>\n",
       "      <td>6.64</td>\n",
       "      <td>1.05</td>\n",
       "      <td>238.21</td>\n",
       "      <td>263.13</td>\n",
       "      <td>394.7</td>\n",
       "      <td>192.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19</td>\n",
       "      <td>BHPL</td>\n",
       "      <td>54.49</td>\n",
       "      <td>436.5</td>\n",
       "      <td>436.5</td>\n",
       "      <td>395.8</td>\n",
       "      <td>415.0</td>\n",
       "      <td>408.48</td>\n",
       "      <td>12225.0</td>\n",
       "      <td>428.0</td>\n",
       "      <td>4993680.0</td>\n",
       "      <td>129</td>\n",
       "      <td>-13.0</td>\n",
       "      <td>40.7</td>\n",
       "      <td>-3.04</td>\n",
       "      <td>10.28</td>\n",
       "      <td>1.57</td>\n",
       "      <td>435.22</td>\n",
       "      <td>453.63</td>\n",
       "      <td>677.2</td>\n",
       "      <td>194.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>20</td>\n",
       "      <td>BNHC</td>\n",
       "      <td>48.93</td>\n",
       "      <td>362.1</td>\n",
       "      <td>362.1</td>\n",
       "      <td>333.0</td>\n",
       "      <td>352.9</td>\n",
       "      <td>338.88</td>\n",
       "      <td>12528.0</td>\n",
       "      <td>355.0</td>\n",
       "      <td>4245528.1</td>\n",
       "      <td>120</td>\n",
       "      <td>-2.1</td>\n",
       "      <td>29.1</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>8.74</td>\n",
       "      <td>3.97</td>\n",
       "      <td>334.38</td>\n",
       "      <td>356.29</td>\n",
       "      <td>484.7</td>\n",
       "      <td>270.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>21</td>\n",
       "      <td>BNL</td>\n",
       "      <td>45.86</td>\n",
       "      <td>2502.3</td>\n",
       "      <td>2698.6</td>\n",
       "      <td>2502.3</td>\n",
       "      <td>2698.6</td>\n",
       "      <td>2602.36</td>\n",
       "      <td>50.0</td>\n",
       "      <td>2453.3</td>\n",
       "      <td>130118.0</td>\n",
       "      <td>5</td>\n",
       "      <td>245.3</td>\n",
       "      <td>196.3</td>\n",
       "      <td>10.0</td>\n",
       "      <td>7.84</td>\n",
       "      <td>3.57</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2698.6</td>\n",
       "      <td>2266.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>22</td>\n",
       "      <td>BNT</td>\n",
       "      <td>54.04</td>\n",
       "      <td>11541.4</td>\n",
       "      <td>11832.0</td>\n",
       "      <td>11500.0</td>\n",
       "      <td>11500.0</td>\n",
       "      <td>11693.33</td>\n",
       "      <td>370.0</td>\n",
       "      <td>11315.1</td>\n",
       "      <td>4326532.0</td>\n",
       "      <td>23</td>\n",
       "      <td>184.9</td>\n",
       "      <td>332.0</td>\n",
       "      <td>1.63</td>\n",
       "      <td>2.89</td>\n",
       "      <td>-1.68</td>\n",
       "      <td>13273.81</td>\n",
       "      <td>12946.5</td>\n",
       "      <td>16200.0</td>\n",
       "      <td>10500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>23</td>\n",
       "      <td>BOKD86</td>\n",
       "      <td>58.5</td>\n",
       "      <td>840.0</td>\n",
       "      <td>855.0</td>\n",
       "      <td>840.0</td>\n",
       "      <td>855.0</td>\n",
       "      <td>848.57</td>\n",
       "      <td>175.0</td>\n",
       "      <td>835.0</td>\n",
       "      <td>148500.0</td>\n",
       "      <td>4</td>\n",
       "      <td>20.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>2.4</td>\n",
       "      <td>1.79</td>\n",
       "      <td>0.75</td>\n",
       "      <td>781.55</td>\n",
       "      <td>0.0</td>\n",
       "      <td>859.4</td>\n",
       "      <td>740.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>24</td>\n",
       "      <td>BPCL</td>\n",
       "      <td>58.13</td>\n",
       "      <td>321.3</td>\n",
       "      <td>321.3</td>\n",
       "      <td>306.0</td>\n",
       "      <td>311.0</td>\n",
       "      <td>312.55</td>\n",
       "      <td>18151.0</td>\n",
       "      <td>315.0</td>\n",
       "      <td>5673064.9</td>\n",
       "      <td>168</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>15.3</td>\n",
       "      <td>-1.27</td>\n",
       "      <td>5.0</td>\n",
       "      <td>-0.5</td>\n",
       "      <td>314.97</td>\n",
       "      <td>315.22</td>\n",
       "      <td>368.5</td>\n",
       "      <td>292.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>25</td>\n",
       "      <td>BPW</td>\n",
       "      <td>48.9</td>\n",
       "      <td>980.2</td>\n",
       "      <td>1057.1</td>\n",
       "      <td>980.2</td>\n",
       "      <td>1023.1</td>\n",
       "      <td>1028.3</td>\n",
       "      <td>1411.0</td>\n",
       "      <td>961.0</td>\n",
       "      <td>1450937.5</td>\n",
       "      <td>49</td>\n",
       "      <td>62.1</td>\n",
       "      <td>76.9</td>\n",
       "      <td>6.46</td>\n",
       "      <td>7.85</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>1040.52</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1710.0</td>\n",
       "      <td>233.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>26</td>\n",
       "      <td>C30MF</td>\n",
       "      <td>54.73</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>7.8</td>\n",
       "      <td>7.95</td>\n",
       "      <td>7.88</td>\n",
       "      <td>600.0</td>\n",
       "      <td>8.09</td>\n",
       "      <td>4728.0</td>\n",
       "      <td>6</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>0.2</td>\n",
       "      <td>-1.73</td>\n",
       "      <td>2.56</td>\n",
       "      <td>0.88</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>7.61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>27</td>\n",
       "      <td>CBBL</td>\n",
       "      <td>56.32</td>\n",
       "      <td>969.0</td>\n",
       "      <td>988.3</td>\n",
       "      <td>930.0</td>\n",
       "      <td>936.0</td>\n",
       "      <td>947.62</td>\n",
       "      <td>13067.0</td>\n",
       "      <td>950.0</td>\n",
       "      <td>12382507.2</td>\n",
       "      <td>251</td>\n",
       "      <td>-14.0</td>\n",
       "      <td>58.3</td>\n",
       "      <td>-1.47</td>\n",
       "      <td>6.27</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>938.66</td>\n",
       "      <td>899.19</td>\n",
       "      <td>1303.0</td>\n",
       "      <td>727.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>28</td>\n",
       "      <td>CBLD88</td>\n",
       "      <td>53.19</td>\n",
       "      <td>990.0</td>\n",
       "      <td>990.0</td>\n",
       "      <td>987.1</td>\n",
       "      <td>987.1</td>\n",
       "      <td>988.07</td>\n",
       "      <td>75.0</td>\n",
       "      <td>1004.7</td>\n",
       "      <td>74105.0</td>\n",
       "      <td>3</td>\n",
       "      <td>-17.6</td>\n",
       "      <td>2.9</td>\n",
       "      <td>-1.75</td>\n",
       "      <td>0.29</td>\n",
       "      <td>-0.1</td>\n",
       "      <td>899.81</td>\n",
       "      <td>882.28</td>\n",
       "      <td>1024.0</td>\n",
       "      <td>813.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>29</td>\n",
       "      <td>CCBD88</td>\n",
       "      <td>53.28</td>\n",
       "      <td>990.0</td>\n",
       "      <td>990.0</td>\n",
       "      <td>990.0</td>\n",
       "      <td>990.0</td>\n",
       "      <td>990.0</td>\n",
       "      <td>75.0</td>\n",
       "      <td>990.0</td>\n",
       "      <td>74250.0</td>\n",
       "      <td>3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>893.17</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1022.9</td>\n",
       "      <td>816.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>30</td>\n",
       "      <td>CFCL</td>\n",
       "      <td>57.21</td>\n",
       "      <td>347.4</td>\n",
       "      <td>347.4</td>\n",
       "      <td>328.4</td>\n",
       "      <td>339.0</td>\n",
       "      <td>337.16</td>\n",
       "      <td>25395.0</td>\n",
       "      <td>340.6</td>\n",
       "      <td>8562105.7</td>\n",
       "      <td>122</td>\n",
       "      <td>-1.6</td>\n",
       "      <td>19.0</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>5.79</td>\n",
       "      <td>0.54</td>\n",
       "      <td>338.74</td>\n",
       "      <td>327.18</td>\n",
       "      <td>423.0</td>\n",
       "      <td>275.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>31</td>\n",
       "      <td>CGH</td>\n",
       "      <td>59.78</td>\n",
       "      <td>1136.2</td>\n",
       "      <td>1136.2</td>\n",
       "      <td>1070.0</td>\n",
       "      <td>1079.9</td>\n",
       "      <td>1098.36</td>\n",
       "      <td>11746.0</td>\n",
       "      <td>1114.0</td>\n",
       "      <td>12901312.7</td>\n",
       "      <td>188</td>\n",
       "      <td>-34.1</td>\n",
       "      <td>66.2</td>\n",
       "      <td>-3.06</td>\n",
       "      <td>6.19</td>\n",
       "      <td>-1.71</td>\n",
       "      <td>1213.61</td>\n",
       "      <td>1180.35</td>\n",
       "      <td>1520.0</td>\n",
       "      <td>979.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>32</td>\n",
       "      <td>CHCL</td>\n",
       "      <td>56.85</td>\n",
       "      <td>536.0</td>\n",
       "      <td>536.0</td>\n",
       "      <td>505.1</td>\n",
       "      <td>515.0</td>\n",
       "      <td>517.59</td>\n",
       "      <td>102458.0</td>\n",
       "      <td>526.0</td>\n",
       "      <td>53030907.0</td>\n",
       "      <td>572</td>\n",
       "      <td>-11.0</td>\n",
       "      <td>30.9</td>\n",
       "      <td>-2.09</td>\n",
       "      <td>6.12</td>\n",
       "      <td>-0.5</td>\n",
       "      <td>506.22</td>\n",
       "      <td>495.56</td>\n",
       "      <td>594.0</td>\n",
       "      <td>350.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>33</td>\n",
       "      <td>CHDC</td>\n",
       "      <td>59.38</td>\n",
       "      <td>950.0</td>\n",
       "      <td>965.0</td>\n",
       "      <td>912.0</td>\n",
       "      <td>923.0</td>\n",
       "      <td>921.81</td>\n",
       "      <td>14009.0</td>\n",
       "      <td>950.0</td>\n",
       "      <td>12913602.7</td>\n",
       "      <td>205</td>\n",
       "      <td>-27.0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>-2.84</td>\n",
       "      <td>5.81</td>\n",
       "      <td>0.13</td>\n",
       "      <td>949.8</td>\n",
       "      <td>875.2</td>\n",
       "      <td>1103.0</td>\n",
       "      <td>625.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>34</td>\n",
       "      <td>CHL</td>\n",
       "      <td>54.97</td>\n",
       "      <td>228.2</td>\n",
       "      <td>233.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>221.9</td>\n",
       "      <td>226.12</td>\n",
       "      <td>20185.0</td>\n",
       "      <td>223.8</td>\n",
       "      <td>4564205.4</td>\n",
       "      <td>111</td>\n",
       "      <td>-1.9</td>\n",
       "      <td>13.0</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>5.91</td>\n",
       "      <td>-1.9</td>\n",
       "      <td>240.32</td>\n",
       "      <td>261.1</td>\n",
       "      <td>370.0</td>\n",
       "      <td>194.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>35</td>\n",
       "      <td>CIT</td>\n",
       "      <td>52.32</td>\n",
       "      <td>2089.0</td>\n",
       "      <td>2100.0</td>\n",
       "      <td>2010.1</td>\n",
       "      <td>2010.1</td>\n",
       "      <td>2050.68</td>\n",
       "      <td>20640.0</td>\n",
       "      <td>2055.0</td>\n",
       "      <td>42326019.6</td>\n",
       "      <td>479</td>\n",
       "      <td>-44.9</td>\n",
       "      <td>89.9</td>\n",
       "      <td>-2.18</td>\n",
       "      <td>4.47</td>\n",
       "      <td>-2.02</td>\n",
       "      <td>2089.55</td>\n",
       "      <td>2076.3</td>\n",
       "      <td>2704.0</td>\n",
       "      <td>1829.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>36</td>\n",
       "      <td>CITY</td>\n",
       "      <td>55.48</td>\n",
       "      <td>604.8</td>\n",
       "      <td>604.8</td>\n",
       "      <td>575.0</td>\n",
       "      <td>588.0</td>\n",
       "      <td>583.37</td>\n",
       "      <td>42426.0</td>\n",
       "      <td>593.0</td>\n",
       "      <td>24750072.7</td>\n",
       "      <td>380</td>\n",
       "      <td>-5.0</td>\n",
       "      <td>29.8</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>5.18</td>\n",
       "      <td>0.79</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>782.5</td>\n",
       "      <td>111.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>37</td>\n",
       "      <td>CLI</td>\n",
       "      <td>51.19</td>\n",
       "      <td>500.0</td>\n",
       "      <td>503.8</td>\n",
       "      <td>480.2</td>\n",
       "      <td>494.3</td>\n",
       "      <td>491.84</td>\n",
       "      <td>296185.0</td>\n",
       "      <td>495.0</td>\n",
       "      <td>145676988.6</td>\n",
       "      <td>5683</td>\n",
       "      <td>-0.7</td>\n",
       "      <td>23.6</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>4.91</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>508.0</td>\n",
       "      <td>375.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>38</td>\n",
       "      <td>CMF1</td>\n",
       "      <td>35.36</td>\n",
       "      <td>8.01</td>\n",
       "      <td>8.1</td>\n",
       "      <td>7.95</td>\n",
       "      <td>7.95</td>\n",
       "      <td>8.04</td>\n",
       "      <td>5940.0</td>\n",
       "      <td>7.86</td>\n",
       "      <td>47764.0</td>\n",
       "      <td>6</td>\n",
       "      <td>0.09</td>\n",
       "      <td>0.15</td>\n",
       "      <td>1.15</td>\n",
       "      <td>1.89</td>\n",
       "      <td>-1.15</td>\n",
       "      <td>8.0</td>\n",
       "      <td>7.87</td>\n",
       "      <td>9.4</td>\n",
       "      <td>6.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>39</td>\n",
       "      <td>CMF2</td>\n",
       "      <td>38.67</td>\n",
       "      <td>7.24</td>\n",
       "      <td>7.24</td>\n",
       "      <td>7.24</td>\n",
       "      <td>7.24</td>\n",
       "      <td>7.24</td>\n",
       "      <td>125.0</td>\n",
       "      <td>7.37</td>\n",
       "      <td>905.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.76</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.13</td>\n",
       "      <td>8.04</td>\n",
       "      <td>10.39</td>\n",
       "      <td>6.81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>40</td>\n",
       "      <td>CORBL</td>\n",
       "      <td>47.7</td>\n",
       "      <td>359.0</td>\n",
       "      <td>366.1</td>\n",
       "      <td>332.0</td>\n",
       "      <td>335.0</td>\n",
       "      <td>347.34</td>\n",
       "      <td>4078.0</td>\n",
       "      <td>352.9</td>\n",
       "      <td>1416464.4</td>\n",
       "      <td>51</td>\n",
       "      <td>-17.9</td>\n",
       "      <td>34.1</td>\n",
       "      <td>-5.07</td>\n",
       "      <td>10.27</td>\n",
       "      <td>-3.68</td>\n",
       "      <td>327.42</td>\n",
       "      <td>317.22</td>\n",
       "      <td>400.0</td>\n",
       "      <td>258.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>41</td>\n",
       "      <td>CYCL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>1059.9</td>\n",
       "      <td>1164.0</td>\n",
       "      <td>990.0</td>\n",
       "      <td>1155.0</td>\n",
       "      <td>1016.6</td>\n",
       "      <td>12232.0</td>\n",
       "      <td>1081.0</td>\n",
       "      <td>12435057.5</td>\n",
       "      <td>294</td>\n",
       "      <td>74.0</td>\n",
       "      <td>174.0</td>\n",
       "      <td>6.85</td>\n",
       "      <td>17.58</td>\n",
       "      <td>11.98</td>\n",
       "      <td>1230.82</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2734.8</td>\n",
       "      <td>882.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>42</td>\n",
       "      <td>CZBIL</td>\n",
       "      <td>57.82</td>\n",
       "      <td>173.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>166.6</td>\n",
       "      <td>170.1</td>\n",
       "      <td>171.36</td>\n",
       "      <td>55479.0</td>\n",
       "      <td>170.0</td>\n",
       "      <td>9506907.3</td>\n",
       "      <td>249</td>\n",
       "      <td>0.1</td>\n",
       "      <td>8.4</td>\n",
       "      <td>0.06</td>\n",
       "      <td>5.04</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>176.71</td>\n",
       "      <td>176.54</td>\n",
       "      <td>224.0</td>\n",
       "      <td>158.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>43</td>\n",
       "      <td>DDBL</td>\n",
       "      <td>57.38</td>\n",
       "      <td>734.4</td>\n",
       "      <td>735.0</td>\n",
       "      <td>705.6</td>\n",
       "      <td>713.0</td>\n",
       "      <td>715.19</td>\n",
       "      <td>7271.0</td>\n",
       "      <td>720.0</td>\n",
       "      <td>5200141.4</td>\n",
       "      <td>129</td>\n",
       "      <td>-7.0</td>\n",
       "      <td>29.4</td>\n",
       "      <td>-0.97</td>\n",
       "      <td>4.17</td>\n",
       "      <td>-0.31</td>\n",
       "      <td>742.91</td>\n",
       "      <td>719.2</td>\n",
       "      <td>1178.0</td>\n",
       "      <td>606.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>44</td>\n",
       "      <td>DHPL</td>\n",
       "      <td>59.46</td>\n",
       "      <td>151.0</td>\n",
       "      <td>163.0</td>\n",
       "      <td>148.1</td>\n",
       "      <td>150.0</td>\n",
       "      <td>154.08</td>\n",
       "      <td>29783.0</td>\n",
       "      <td>148.5</td>\n",
       "      <td>4589001.2</td>\n",
       "      <td>177</td>\n",
       "      <td>1.5</td>\n",
       "      <td>14.9</td>\n",
       "      <td>1.01</td>\n",
       "      <td>10.06</td>\n",
       "      <td>-2.72</td>\n",
       "      <td>164.15</td>\n",
       "      <td>181.3</td>\n",
       "      <td>262.0</td>\n",
       "      <td>134.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>45</td>\n",
       "      <td>DLBS</td>\n",
       "      <td>59.78</td>\n",
       "      <td>665.0</td>\n",
       "      <td>691.6</td>\n",
       "      <td>645.0</td>\n",
       "      <td>655.0</td>\n",
       "      <td>655.87</td>\n",
       "      <td>1965.0</td>\n",
       "      <td>652.0</td>\n",
       "      <td>1288790.9</td>\n",
       "      <td>64</td>\n",
       "      <td>3.0</td>\n",
       "      <td>46.6</td>\n",
       "      <td>0.46</td>\n",
       "      <td>7.22</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>674.94</td>\n",
       "      <td>808.97</td>\n",
       "      <td>1662.0</td>\n",
       "      <td>362.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>46</td>\n",
       "      <td>DOLTI</td>\n",
       "      <td>58.63</td>\n",
       "      <td>230.0</td>\n",
       "      <td>250.8</td>\n",
       "      <td>223.5</td>\n",
       "      <td>250.8</td>\n",
       "      <td>243.52</td>\n",
       "      <td>86347.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>21027010.2</td>\n",
       "      <td>770</td>\n",
       "      <td>22.8</td>\n",
       "      <td>27.3</td>\n",
       "      <td>10.0</td>\n",
       "      <td>12.21</td>\n",
       "      <td>2.9</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>311.0</td>\n",
       "      <td>177.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>47</td>\n",
       "      <td>DORDI</td>\n",
       "      <td>59.78</td>\n",
       "      <td>234.6</td>\n",
       "      <td>237.0</td>\n",
       "      <td>222.0</td>\n",
       "      <td>229.9</td>\n",
       "      <td>227.53</td>\n",
       "      <td>25454.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>5791496.5</td>\n",
       "      <td>323</td>\n",
       "      <td>-0.1</td>\n",
       "      <td>15.0</td>\n",
       "      <td>-0.04</td>\n",
       "      <td>6.76</td>\n",
       "      <td>1.03</td>\n",
       "      <td>230.51</td>\n",
       "      <td>250.46</td>\n",
       "      <td>351.9</td>\n",
       "      <td>191.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>48</td>\n",
       "      <td>EBL</td>\n",
       "      <td>57.93</td>\n",
       "      <td>528.0</td>\n",
       "      <td>530.0</td>\n",
       "      <td>502.0</td>\n",
       "      <td>503.8</td>\n",
       "      <td>510.82</td>\n",
       "      <td>62454.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>31902793.0</td>\n",
       "      <td>390</td>\n",
       "      <td>-16.2</td>\n",
       "      <td>28.0</td>\n",
       "      <td>-3.12</td>\n",
       "      <td>5.58</td>\n",
       "      <td>-1.39</td>\n",
       "      <td>547.03</td>\n",
       "      <td>536.32</td>\n",
       "      <td>633.0</td>\n",
       "      <td>421.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>49</td>\n",
       "      <td>EBLD85</td>\n",
       "      <td>40.33</td>\n",
       "      <td>981.1</td>\n",
       "      <td>1000.0</td>\n",
       "      <td>981.1</td>\n",
       "      <td>990.0</td>\n",
       "      <td>994.34</td>\n",
       "      <td>215.0</td>\n",
       "      <td>1000.0</td>\n",
       "      <td>213784.0</td>\n",
       "      <td>7</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>18.9</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>1.93</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1000.0</td>\n",
       "      <td>981.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>50</td>\n",
       "      <td>EDBL</td>\n",
       "      <td>57.51</td>\n",
       "      <td>326.0</td>\n",
       "      <td>326.0</td>\n",
       "      <td>304.0</td>\n",
       "      <td>311.8</td>\n",
       "      <td>308.26</td>\n",
       "      <td>12976.0</td>\n",
       "      <td>320.2</td>\n",
       "      <td>4000038.0</td>\n",
       "      <td>68</td>\n",
       "      <td>-8.4</td>\n",
       "      <td>22.0</td>\n",
       "      <td>-2.62</td>\n",
       "      <td>7.24</td>\n",
       "      <td>1.13</td>\n",
       "      <td>314.37</td>\n",
       "      <td>308.58</td>\n",
       "      <td>396.0</td>\n",
       "      <td>266.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>51</td>\n",
       "      <td>EHPL</td>\n",
       "      <td>57.37</td>\n",
       "      <td>341.0</td>\n",
       "      <td>341.5</td>\n",
       "      <td>321.1</td>\n",
       "      <td>339.1</td>\n",
       "      <td>328.79</td>\n",
       "      <td>12229.0</td>\n",
       "      <td>335.0</td>\n",
       "      <td>4020759.6</td>\n",
       "      <td>128</td>\n",
       "      <td>4.1</td>\n",
       "      <td>20.4</td>\n",
       "      <td>1.22</td>\n",
       "      <td>6.35</td>\n",
       "      <td>3.04</td>\n",
       "      <td>327.92</td>\n",
       "      <td>352.89</td>\n",
       "      <td>508.0</td>\n",
       "      <td>216.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>52</td>\n",
       "      <td>ENL</td>\n",
       "      <td>53.95</td>\n",
       "      <td>881.0</td>\n",
       "      <td>881.0</td>\n",
       "      <td>826.0</td>\n",
       "      <td>844.0</td>\n",
       "      <td>839.82</td>\n",
       "      <td>1275.0</td>\n",
       "      <td>871.0</td>\n",
       "      <td>1070772.0</td>\n",
       "      <td>44</td>\n",
       "      <td>-27.0</td>\n",
       "      <td>55.0</td>\n",
       "      <td>-3.1</td>\n",
       "      <td>6.66</td>\n",
       "      <td>0.5</td>\n",
       "      <td>809.61</td>\n",
       "      <td>754.36</td>\n",
       "      <td>1060.0</td>\n",
       "      <td>542.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>53</td>\n",
       "      <td>FMDBL</td>\n",
       "      <td>57.65</td>\n",
       "      <td>634.4</td>\n",
       "      <td>640.0</td>\n",
       "      <td>605.0</td>\n",
       "      <td>623.0</td>\n",
       "      <td>618.1</td>\n",
       "      <td>23464.0</td>\n",
       "      <td>622.0</td>\n",
       "      <td>14503188.8</td>\n",
       "      <td>169</td>\n",
       "      <td>1.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>0.16</td>\n",
       "      <td>5.79</td>\n",
       "      <td>0.79</td>\n",
       "      <td>645.61</td>\n",
       "      <td>608.15</td>\n",
       "      <td>781.0</td>\n",
       "      <td>497.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>54</td>\n",
       "      <td>FOWAD</td>\n",
       "      <td>55.84</td>\n",
       "      <td>1096.5</td>\n",
       "      <td>1096.5</td>\n",
       "      <td>1039.0</td>\n",
       "      <td>1069.0</td>\n",
       "      <td>1062.04</td>\n",
       "      <td>8708.0</td>\n",
       "      <td>1075.0</td>\n",
       "      <td>9248274.2</td>\n",
       "      <td>140</td>\n",
       "      <td>-6.0</td>\n",
       "      <td>57.5</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>5.53</td>\n",
       "      <td>0.65</td>\n",
       "      <td>1224.68</td>\n",
       "      <td>1226.07</td>\n",
       "      <td>2679.5</td>\n",
       "      <td>974.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>55</td>\n",
       "      <td>GBBD85</td>\n",
       "      <td>57.45</td>\n",
       "      <td>850.0</td>\n",
       "      <td>870.7</td>\n",
       "      <td>845.0</td>\n",
       "      <td>870.7</td>\n",
       "      <td>854.36</td>\n",
       "      <td>135.0</td>\n",
       "      <td>837.0</td>\n",
       "      <td>115338.0</td>\n",
       "      <td>7</td>\n",
       "      <td>33.7</td>\n",
       "      <td>25.7</td>\n",
       "      <td>4.03</td>\n",
       "      <td>3.04</td>\n",
       "      <td>1.88</td>\n",
       "      <td>817.44</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1000.0</td>\n",
       "      <td>744.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>56</td>\n",
       "      <td>GBBL</td>\n",
       "      <td>57.2</td>\n",
       "      <td>404.8</td>\n",
       "      <td>405.0</td>\n",
       "      <td>383.0</td>\n",
       "      <td>386.1</td>\n",
       "      <td>390.73</td>\n",
       "      <td>49030.0</td>\n",
       "      <td>396.9</td>\n",
       "      <td>19157518.7</td>\n",
       "      <td>319</td>\n",
       "      <td>-10.8</td>\n",
       "      <td>22.0</td>\n",
       "      <td>-2.72</td>\n",
       "      <td>5.74</td>\n",
       "      <td>-1.2</td>\n",
       "      <td>377.14</td>\n",
       "      <td>369.63</td>\n",
       "      <td>419.0</td>\n",
       "      <td>330.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>57</td>\n",
       "      <td>GBILD86/87</td>\n",
       "      <td>39.4</td>\n",
       "      <td>825.1</td>\n",
       "      <td>825.1</td>\n",
       "      <td>825.1</td>\n",
       "      <td>825.1</td>\n",
       "      <td>825.1</td>\n",
       "      <td>25.0</td>\n",
       "      <td>809.0</td>\n",
       "      <td>20627.5</td>\n",
       "      <td>1</td>\n",
       "      <td>16.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.99</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>773.86</td>\n",
       "      <td>0.0</td>\n",
       "      <td>843.0</td>\n",
       "      <td>730.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>58</td>\n",
       "      <td>GBIME</td>\n",
       "      <td>56.17</td>\n",
       "      <td>208.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>200.9</td>\n",
       "      <td>201.4</td>\n",
       "      <td>151441.0</td>\n",
       "      <td>204.0</td>\n",
       "      <td>30500205.4</td>\n",
       "      <td>737</td>\n",
       "      <td>-3.1</td>\n",
       "      <td>11.0</td>\n",
       "      <td>-1.52</td>\n",
       "      <td>5.58</td>\n",
       "      <td>-0.25</td>\n",
       "      <td>200.76</td>\n",
       "      <td>195.92</td>\n",
       "      <td>241.9</td>\n",
       "      <td>176.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>59</td>\n",
       "      <td>GBIMEP</td>\n",
       "      <td>46.8</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>12916.0</td>\n",
       "      <td>100.0</td>\n",
       "      <td>1291600.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>135.43</td>\n",
       "      <td>146.19</td>\n",
       "      <td>123.4</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>60</td>\n",
       "      <td>GBLBS</td>\n",
       "      <td>59.78</td>\n",
       "      <td>494.4</td>\n",
       "      <td>513.0</td>\n",
       "      <td>484.8</td>\n",
       "      <td>500.0</td>\n",
       "      <td>497.07</td>\n",
       "      <td>13863.0</td>\n",
       "      <td>484.8</td>\n",
       "      <td>6890919.4</td>\n",
       "      <td>131</td>\n",
       "      <td>15.2</td>\n",
       "      <td>28.2</td>\n",
       "      <td>3.14</td>\n",
       "      <td>5.82</td>\n",
       "      <td>0.59</td>\n",
       "      <td>518.84</td>\n",
       "      <td>501.49</td>\n",
       "      <td>760.0</td>\n",
       "      <td>427.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>61</td>\n",
       "      <td>GCIL</td>\n",
       "      <td>50.73</td>\n",
       "      <td>450.0</td>\n",
       "      <td>450.0</td>\n",
       "      <td>429.0</td>\n",
       "      <td>442.0</td>\n",
       "      <td>439.62</td>\n",
       "      <td>151799.0</td>\n",
       "      <td>443.0</td>\n",
       "      <td>66733849.3</td>\n",
       "      <td>2034</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>4.9</td>\n",
       "      <td>0.54</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>581.4</td>\n",
       "      <td>363.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>62</td>\n",
       "      <td>GFCL</td>\n",
       "      <td>55.31</td>\n",
       "      <td>423.0</td>\n",
       "      <td>439.0</td>\n",
       "      <td>422.3</td>\n",
       "      <td>431.5</td>\n",
       "      <td>426.49</td>\n",
       "      <td>9897.0</td>\n",
       "      <td>430.9</td>\n",
       "      <td>4220932.0</td>\n",
       "      <td>81</td>\n",
       "      <td>0.6</td>\n",
       "      <td>16.7</td>\n",
       "      <td>0.14</td>\n",
       "      <td>3.95</td>\n",
       "      <td>1.16</td>\n",
       "      <td>444.97</td>\n",
       "      <td>444.93</td>\n",
       "      <td>565.0</td>\n",
       "      <td>375.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>63</td>\n",
       "      <td>GHL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>132.0</td>\n",
       "      <td>136.5</td>\n",
       "      <td>127.6</td>\n",
       "      <td>130.0</td>\n",
       "      <td>130.96</td>\n",
       "      <td>137710.0</td>\n",
       "      <td>131.5</td>\n",
       "      <td>18034001.3</td>\n",
       "      <td>478</td>\n",
       "      <td>-1.5</td>\n",
       "      <td>8.9</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>6.97</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>189.38</td>\n",
       "      <td>210.61</td>\n",
       "      <td>309.0</td>\n",
       "      <td>120.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>64</td>\n",
       "      <td>GIBF1</td>\n",
       "      <td>55.48</td>\n",
       "      <td>7.25</td>\n",
       "      <td>7.6</td>\n",
       "      <td>7.25</td>\n",
       "      <td>7.6</td>\n",
       "      <td>7.35</td>\n",
       "      <td>2500.0</td>\n",
       "      <td>7.31</td>\n",
       "      <td>18375.0</td>\n",
       "      <td>16</td>\n",
       "      <td>0.29</td>\n",
       "      <td>0.35</td>\n",
       "      <td>3.97</td>\n",
       "      <td>4.83</td>\n",
       "      <td>3.29</td>\n",
       "      <td>8.33</td>\n",
       "      <td>8.21</td>\n",
       "      <td>9.7</td>\n",
       "      <td>7.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>65</td>\n",
       "      <td>GILB</td>\n",
       "      <td>56.93</td>\n",
       "      <td>822.0</td>\n",
       "      <td>835.0</td>\n",
       "      <td>790.0</td>\n",
       "      <td>800.0</td>\n",
       "      <td>805.32</td>\n",
       "      <td>7099.0</td>\n",
       "      <td>822.6</td>\n",
       "      <td>5716957.5</td>\n",
       "      <td>119</td>\n",
       "      <td>-22.6</td>\n",
       "      <td>45.0</td>\n",
       "      <td>-2.75</td>\n",
       "      <td>5.7</td>\n",
       "      <td>-0.66</td>\n",
       "      <td>889.81</td>\n",
       "      <td>850.97</td>\n",
       "      <td>1392.0</td>\n",
       "      <td>665.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>66</td>\n",
       "      <td>GLBSL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>625.0</td>\n",
       "      <td>672.0</td>\n",
       "      <td>612.5</td>\n",
       "      <td>659.0</td>\n",
       "      <td>630.96</td>\n",
       "      <td>413.0</td>\n",
       "      <td>612.8</td>\n",
       "      <td>260586.0</td>\n",
       "      <td>18</td>\n",
       "      <td>46.2</td>\n",
       "      <td>59.5</td>\n",
       "      <td>7.54</td>\n",
       "      <td>9.71</td>\n",
       "      <td>4.26</td>\n",
       "      <td>696.79</td>\n",
       "      <td>703.7</td>\n",
       "      <td>1011.2</td>\n",
       "      <td>589.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>67</td>\n",
       "      <td>GLH</td>\n",
       "      <td>59.78</td>\n",
       "      <td>218.0</td>\n",
       "      <td>218.8</td>\n",
       "      <td>209.5</td>\n",
       "      <td>216.0</td>\n",
       "      <td>213.83</td>\n",
       "      <td>10675.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>2282668.5</td>\n",
       "      <td>151</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>9.3</td>\n",
       "      <td>-0.92</td>\n",
       "      <td>4.44</td>\n",
       "      <td>1.0</td>\n",
       "      <td>235.96</td>\n",
       "      <td>251.47</td>\n",
       "      <td>370.0</td>\n",
       "      <td>194.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>68</td>\n",
       "      <td>GMFBS</td>\n",
       "      <td>58.46</td>\n",
       "      <td>719.0</td>\n",
       "      <td>730.0</td>\n",
       "      <td>701.1</td>\n",
       "      <td>715.0</td>\n",
       "      <td>704.86</td>\n",
       "      <td>431.0</td>\n",
       "      <td>705.0</td>\n",
       "      <td>303794.2</td>\n",
       "      <td>16</td>\n",
       "      <td>10.0</td>\n",
       "      <td>28.9</td>\n",
       "      <td>1.42</td>\n",
       "      <td>4.12</td>\n",
       "      <td>1.42</td>\n",
       "      <td>724.63</td>\n",
       "      <td>722.39</td>\n",
       "      <td>981.0</td>\n",
       "      <td>641.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>69</td>\n",
       "      <td>GMFIL</td>\n",
       "      <td>58.15</td>\n",
       "      <td>350.0</td>\n",
       "      <td>357.0</td>\n",
       "      <td>340.0</td>\n",
       "      <td>340.0</td>\n",
       "      <td>346.94</td>\n",
       "      <td>20721.0</td>\n",
       "      <td>346.0</td>\n",
       "      <td>7188986.9</td>\n",
       "      <td>105</td>\n",
       "      <td>-6.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>-1.73</td>\n",
       "      <td>5.0</td>\n",
       "      <td>-2.04</td>\n",
       "      <td>350.03</td>\n",
       "      <td>336.39</td>\n",
       "      <td>427.0</td>\n",
       "      <td>277.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>70</td>\n",
       "      <td>GRDBL</td>\n",
       "      <td>57.74</td>\n",
       "      <td>306.1</td>\n",
       "      <td>318.4</td>\n",
       "      <td>305.0</td>\n",
       "      <td>314.0</td>\n",
       "      <td>313.07</td>\n",
       "      <td>7911.0</td>\n",
       "      <td>302.9</td>\n",
       "      <td>2476684.0</td>\n",
       "      <td>66</td>\n",
       "      <td>11.1</td>\n",
       "      <td>13.4</td>\n",
       "      <td>3.66</td>\n",
       "      <td>4.39</td>\n",
       "      <td>0.3</td>\n",
       "      <td>302.49</td>\n",
       "      <td>285.79</td>\n",
       "      <td>351.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>71</td>\n",
       "      <td>GUFL</td>\n",
       "      <td>57.78</td>\n",
       "      <td>561.0</td>\n",
       "      <td>561.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>534.0</td>\n",
       "      <td>533.75</td>\n",
       "      <td>31012.0</td>\n",
       "      <td>550.0</td>\n",
       "      <td>16552647.0</td>\n",
       "      <td>273</td>\n",
       "      <td>-16.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>-2.91</td>\n",
       "      <td>7.88</td>\n",
       "      <td>0.05</td>\n",
       "      <td>532.46</td>\n",
       "      <td>520.15</td>\n",
       "      <td>652.0</td>\n",
       "      <td>454.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>72</td>\n",
       "      <td>GVL</td>\n",
       "      <td>57.12</td>\n",
       "      <td>380.0</td>\n",
       "      <td>385.0</td>\n",
       "      <td>359.1</td>\n",
       "      <td>365.0</td>\n",
       "      <td>367.85</td>\n",
       "      <td>37895.0</td>\n",
       "      <td>379.4</td>\n",
       "      <td>13939750.4</td>\n",
       "      <td>349</td>\n",
       "      <td>-14.4</td>\n",
       "      <td>25.9</td>\n",
       "      <td>-3.8</td>\n",
       "      <td>7.21</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>375.66</td>\n",
       "      <td>388.66</td>\n",
       "      <td>511.0</td>\n",
       "      <td>294.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>73</td>\n",
       "      <td>GWFD83</td>\n",
       "      <td>57.41</td>\n",
       "      <td>1080.0</td>\n",
       "      <td>1085.0</td>\n",
       "      <td>1080.0</td>\n",
       "      <td>1085.0</td>\n",
       "      <td>1080.05</td>\n",
       "      <td>910.0</td>\n",
       "      <td>1080.0</td>\n",
       "      <td>982850.0</td>\n",
       "      <td>7</td>\n",
       "      <td>5.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.46</td>\n",
       "      <td>1048.89</td>\n",
       "      <td>1066.49</td>\n",
       "      <td>1147.5</td>\n",
       "      <td>990.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>74</td>\n",
       "      <td>HATHY</td>\n",
       "      <td>51.94</td>\n",
       "      <td>504.0</td>\n",
       "      <td>544.5</td>\n",
       "      <td>478.5</td>\n",
       "      <td>544.0</td>\n",
       "      <td>518.41</td>\n",
       "      <td>166879.0</td>\n",
       "      <td>495.0</td>\n",
       "      <td>86511017.6</td>\n",
       "      <td>2071</td>\n",
       "      <td>49.0</td>\n",
       "      <td>66.0</td>\n",
       "      <td>9.9</td>\n",
       "      <td>13.79</td>\n",
       "      <td>4.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>544.5</td>\n",
       "      <td>279.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>75</td>\n",
       "      <td>HBL</td>\n",
       "      <td>53.84</td>\n",
       "      <td>211.2</td>\n",
       "      <td>215.0</td>\n",
       "      <td>205.0</td>\n",
       "      <td>207.2</td>\n",
       "      <td>207.17</td>\n",
       "      <td>53328.0</td>\n",
       "      <td>207.1</td>\n",
       "      <td>11048124.8</td>\n",
       "      <td>315</td>\n",
       "      <td>0.1</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.05</td>\n",
       "      <td>4.88</td>\n",
       "      <td>0.01</td>\n",
       "      <td>208.27</td>\n",
       "      <td>214.75</td>\n",
       "      <td>369.3</td>\n",
       "      <td>193.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>76</td>\n",
       "      <td>HDHPC</td>\n",
       "      <td>59.78</td>\n",
       "      <td>136.0</td>\n",
       "      <td>136.0</td>\n",
       "      <td>125.1</td>\n",
       "      <td>129.0</td>\n",
       "      <td>130.62</td>\n",
       "      <td>552798.0</td>\n",
       "      <td>133.5</td>\n",
       "      <td>72208585.6</td>\n",
       "      <td>1348</td>\n",
       "      <td>-4.5</td>\n",
       "      <td>10.9</td>\n",
       "      <td>-3.37</td>\n",
       "      <td>8.71</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>139.1</td>\n",
       "      <td>160.79</td>\n",
       "      <td>264.0</td>\n",
       "      <td>116.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>77</td>\n",
       "      <td>HDL</td>\n",
       "      <td>56.42</td>\n",
       "      <td>1713.6</td>\n",
       "      <td>1781.0</td>\n",
       "      <td>1685.0</td>\n",
       "      <td>1695.0</td>\n",
       "      <td>1707.92</td>\n",
       "      <td>39693.0</td>\n",
       "      <td>1680.0</td>\n",
       "      <td>67792298.3</td>\n",
       "      <td>978</td>\n",
       "      <td>15.0</td>\n",
       "      <td>96.0</td>\n",
       "      <td>0.89</td>\n",
       "      <td>5.7</td>\n",
       "      <td>-0.76</td>\n",
       "      <td>2015.53</td>\n",
       "      <td>1992.74</td>\n",
       "      <td>4100.0</td>\n",
       "      <td>1540.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>78</td>\n",
       "      <td>HEI</td>\n",
       "      <td>56.68</td>\n",
       "      <td>571.2</td>\n",
       "      <td>596.0</td>\n",
       "      <td>551.0</td>\n",
       "      <td>587.0</td>\n",
       "      <td>577.64</td>\n",
       "      <td>127121.0</td>\n",
       "      <td>571.2</td>\n",
       "      <td>73430439.3</td>\n",
       "      <td>431</td>\n",
       "      <td>15.8</td>\n",
       "      <td>45.0</td>\n",
       "      <td>2.77</td>\n",
       "      <td>8.17</td>\n",
       "      <td>1.59</td>\n",
       "      <td>556.59</td>\n",
       "      <td>516.39</td>\n",
       "      <td>661.0</td>\n",
       "      <td>351.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>79</td>\n",
       "      <td>HEIP</td>\n",
       "      <td>51.61</td>\n",
       "      <td>436.5</td>\n",
       "      <td>445.2</td>\n",
       "      <td>436.5</td>\n",
       "      <td>445.2</td>\n",
       "      <td>440.85</td>\n",
       "      <td>20.0</td>\n",
       "      <td>428.0</td>\n",
       "      <td>8817.0</td>\n",
       "      <td>2</td>\n",
       "      <td>17.2</td>\n",
       "      <td>8.7</td>\n",
       "      <td>4.02</td>\n",
       "      <td>1.99</td>\n",
       "      <td>0.98</td>\n",
       "      <td>371.12</td>\n",
       "      <td>343.22</td>\n",
       "      <td>486.9</td>\n",
       "      <td>237.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>80</td>\n",
       "      <td>HHL</td>\n",
       "      <td>58.84</td>\n",
       "      <td>235.0</td>\n",
       "      <td>244.6</td>\n",
       "      <td>222.6</td>\n",
       "      <td>235.0</td>\n",
       "      <td>231.49</td>\n",
       "      <td>20242.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>4685752.0</td>\n",
       "      <td>306</td>\n",
       "      <td>4.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>1.73</td>\n",
       "      <td>9.88</td>\n",
       "      <td>1.5</td>\n",
       "      <td>223.98</td>\n",
       "      <td>242.34</td>\n",
       "      <td>322.0</td>\n",
       "      <td>170.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>81</td>\n",
       "      <td>HIDCL</td>\n",
       "      <td>58.98</td>\n",
       "      <td>175.4</td>\n",
       "      <td>178.0</td>\n",
       "      <td>166.6</td>\n",
       "      <td>170.0</td>\n",
       "      <td>170.92</td>\n",
       "      <td>110581.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>18900293.1</td>\n",
       "      <td>613</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>11.4</td>\n",
       "      <td>-1.16</td>\n",
       "      <td>6.84</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>174.62</td>\n",
       "      <td>179.41</td>\n",
       "      <td>240.0</td>\n",
       "      <td>154.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>82</td>\n",
       "      <td>HIDCLP</td>\n",
       "      <td>54.28</td>\n",
       "      <td>103.5</td>\n",
       "      <td>104.8</td>\n",
       "      <td>101.0</td>\n",
       "      <td>101.0</td>\n",
       "      <td>102.31</td>\n",
       "      <td>49557.0</td>\n",
       "      <td>105.0</td>\n",
       "      <td>5070008.9</td>\n",
       "      <td>92</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>3.8</td>\n",
       "      <td>-3.81</td>\n",
       "      <td>3.76</td>\n",
       "      <td>-1.29</td>\n",
       "      <td>100.99</td>\n",
       "      <td>100.79</td>\n",
       "      <td>126.4</td>\n",
       "      <td>95.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>83</td>\n",
       "      <td>HLBSL</td>\n",
       "      <td>55.92</td>\n",
       "      <td>578.2</td>\n",
       "      <td>586.0</td>\n",
       "      <td>555.4</td>\n",
       "      <td>561.0</td>\n",
       "      <td>567.58</td>\n",
       "      <td>4528.0</td>\n",
       "      <td>590.0</td>\n",
       "      <td>2570005.8</td>\n",
       "      <td>96</td>\n",
       "      <td>-29.0</td>\n",
       "      <td>30.6</td>\n",
       "      <td>-4.92</td>\n",
       "      <td>5.51</td>\n",
       "      <td>-1.17</td>\n",
       "      <td>643.46</td>\n",
       "      <td>627.05</td>\n",
       "      <td>1018.0</td>\n",
       "      <td>519.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>84</td>\n",
       "      <td>HLI</td>\n",
       "      <td>53.9</td>\n",
       "      <td>445.0</td>\n",
       "      <td>446.0</td>\n",
       "      <td>426.0</td>\n",
       "      <td>434.0</td>\n",
       "      <td>436.69</td>\n",
       "      <td>219288.0</td>\n",
       "      <td>438.0</td>\n",
       "      <td>95760909.4</td>\n",
       "      <td>1269</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>4.69</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>574.0</td>\n",
       "      <td>350.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>85</td>\n",
       "      <td>HLIPO</td>\n",
       "      <td>38.35</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>62000.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>14694000.0</td>\n",
       "      <td>2</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.66</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>241.0</td>\n",
       "      <td>237.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>86</td>\n",
       "      <td>HPPL</td>\n",
       "      <td>59.36</td>\n",
       "      <td>224.4</td>\n",
       "      <td>226.0</td>\n",
       "      <td>211.7</td>\n",
       "      <td>219.0</td>\n",
       "      <td>216.82</td>\n",
       "      <td>32647.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>7078592.7</td>\n",
       "      <td>136</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>14.3</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>6.75</td>\n",
       "      <td>0.99</td>\n",
       "      <td>244.01</td>\n",
       "      <td>258.43</td>\n",
       "      <td>365.0</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>87</td>\n",
       "      <td>HURJA</td>\n",
       "      <td>59.78</td>\n",
       "      <td>245.5</td>\n",
       "      <td>250.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>235.0</td>\n",
       "      <td>234.9</td>\n",
       "      <td>51539.0</td>\n",
       "      <td>240.7</td>\n",
       "      <td>12106344.0</td>\n",
       "      <td>211</td>\n",
       "      <td>-5.7</td>\n",
       "      <td>20.0</td>\n",
       "      <td>-2.37</td>\n",
       "      <td>8.7</td>\n",
       "      <td>0.04</td>\n",
       "      <td>244.18</td>\n",
       "      <td>265.8</td>\n",
       "      <td>443.4</td>\n",
       "      <td>190.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>88</td>\n",
       "      <td>ICFC</td>\n",
       "      <td>58.28</td>\n",
       "      <td>483.4</td>\n",
       "      <td>483.4</td>\n",
       "      <td>451.0</td>\n",
       "      <td>462.0</td>\n",
       "      <td>463.59</td>\n",
       "      <td>26770.0</td>\n",
       "      <td>474.0</td>\n",
       "      <td>12410313.1</td>\n",
       "      <td>264</td>\n",
       "      <td>-12.0</td>\n",
       "      <td>32.4</td>\n",
       "      <td>-2.53</td>\n",
       "      <td>7.18</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>472.3</td>\n",
       "      <td>453.69</td>\n",
       "      <td>552.0</td>\n",
       "      <td>391.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>89</td>\n",
       "      <td>IGI</td>\n",
       "      <td>57.83</td>\n",
       "      <td>533.0</td>\n",
       "      <td>549.0</td>\n",
       "      <td>509.6</td>\n",
       "      <td>548.9</td>\n",
       "      <td>533.7</td>\n",
       "      <td>181104.0</td>\n",
       "      <td>523.0</td>\n",
       "      <td>96656064.2</td>\n",
       "      <td>762</td>\n",
       "      <td>25.9</td>\n",
       "      <td>39.4</td>\n",
       "      <td>4.95</td>\n",
       "      <td>7.73</td>\n",
       "      <td>2.77</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>615.0</td>\n",
       "      <td>378.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>90</td>\n",
       "      <td>IHL</td>\n",
       "      <td>52.78</td>\n",
       "      <td>257.0</td>\n",
       "      <td>257.0</td>\n",
       "      <td>240.1</td>\n",
       "      <td>246.1</td>\n",
       "      <td>247.52</td>\n",
       "      <td>18049.0</td>\n",
       "      <td>256.5</td>\n",
       "      <td>4467515.6</td>\n",
       "      <td>317</td>\n",
       "      <td>-10.4</td>\n",
       "      <td>16.9</td>\n",
       "      <td>-4.05</td>\n",
       "      <td>7.04</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>352.9</td>\n",
       "      <td>200.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>91</td>\n",
       "      <td>ILBS</td>\n",
       "      <td>59.29</td>\n",
       "      <td>600.2</td>\n",
       "      <td>647.0</td>\n",
       "      <td>570.0</td>\n",
       "      <td>645.0</td>\n",
       "      <td>589.72</td>\n",
       "      <td>3400.0</td>\n",
       "      <td>588.5</td>\n",
       "      <td>2005033.8</td>\n",
       "      <td>71</td>\n",
       "      <td>56.5</td>\n",
       "      <td>77.0</td>\n",
       "      <td>9.6</td>\n",
       "      <td>13.51</td>\n",
       "      <td>8.57</td>\n",
       "      <td>643.35</td>\n",
       "      <td>636.62</td>\n",
       "      <td>1048.0</td>\n",
       "      <td>537.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>92</td>\n",
       "      <td>ILI</td>\n",
       "      <td>51.87</td>\n",
       "      <td>556.0</td>\n",
       "      <td>556.0</td>\n",
       "      <td>525.0</td>\n",
       "      <td>536.0</td>\n",
       "      <td>538.57</td>\n",
       "      <td>183632.0</td>\n",
       "      <td>546.0</td>\n",
       "      <td>98898157.9</td>\n",
       "      <td>2929</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>31.0</td>\n",
       "      <td>-1.83</td>\n",
       "      <td>5.9</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>640.6</td>\n",
       "      <td>444.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>93</td>\n",
       "      <td>JALPA</td>\n",
       "      <td>58.0</td>\n",
       "      <td>971.0</td>\n",
       "      <td>1009.8</td>\n",
       "      <td>971.0</td>\n",
       "      <td>1005.0</td>\n",
       "      <td>994.27</td>\n",
       "      <td>1738.0</td>\n",
       "      <td>953.7</td>\n",
       "      <td>1728046.0</td>\n",
       "      <td>57</td>\n",
       "      <td>51.3</td>\n",
       "      <td>38.8</td>\n",
       "      <td>5.38</td>\n",
       "      <td>4.0</td>\n",
       "      <td>1.07</td>\n",
       "      <td>1282.1</td>\n",
       "      <td>1475.59</td>\n",
       "      <td>3570.0</td>\n",
       "      <td>920.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>94</td>\n",
       "      <td>JBBL</td>\n",
       "      <td>58.92</td>\n",
       "      <td>297.0</td>\n",
       "      <td>300.0</td>\n",
       "      <td>281.0</td>\n",
       "      <td>287.0</td>\n",
       "      <td>289.6</td>\n",
       "      <td>91054.0</td>\n",
       "      <td>297.0</td>\n",
       "      <td>26369597.2</td>\n",
       "      <td>454</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>-3.37</td>\n",
       "      <td>6.76</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>296.9</td>\n",
       "      <td>286.64</td>\n",
       "      <td>357.0</td>\n",
       "      <td>249.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>95</td>\n",
       "      <td>JBLB</td>\n",
       "      <td>59.27</td>\n",
       "      <td>1307.8</td>\n",
       "      <td>1360.0</td>\n",
       "      <td>1300.0</td>\n",
       "      <td>1335.0</td>\n",
       "      <td>1329.97</td>\n",
       "      <td>7751.0</td>\n",
       "      <td>1282.2</td>\n",
       "      <td>10308577.1</td>\n",
       "      <td>272</td>\n",
       "      <td>52.8</td>\n",
       "      <td>60.0</td>\n",
       "      <td>4.12</td>\n",
       "      <td>4.62</td>\n",
       "      <td>0.38</td>\n",
       "      <td>1449.19</td>\n",
       "      <td>1483.86</td>\n",
       "      <td>2990.6</td>\n",
       "      <td>1215.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>96</td>\n",
       "      <td>JFL</td>\n",
       "      <td>55.56</td>\n",
       "      <td>362.0</td>\n",
       "      <td>362.0</td>\n",
       "      <td>343.1</td>\n",
       "      <td>349.0</td>\n",
       "      <td>350.17</td>\n",
       "      <td>5958.0</td>\n",
       "      <td>355.4</td>\n",
       "      <td>2086330.6</td>\n",
       "      <td>50</td>\n",
       "      <td>-6.4</td>\n",
       "      <td>18.9</td>\n",
       "      <td>-1.8</td>\n",
       "      <td>5.51</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>367.69</td>\n",
       "      <td>366.78</td>\n",
       "      <td>484.5</td>\n",
       "      <td>316.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>97</td>\n",
       "      <td>JOSHI</td>\n",
       "      <td>59.78</td>\n",
       "      <td>213.1</td>\n",
       "      <td>218.5</td>\n",
       "      <td>210.0</td>\n",
       "      <td>210.1</td>\n",
       "      <td>212.96</td>\n",
       "      <td>28666.0</td>\n",
       "      <td>209.0</td>\n",
       "      <td>6104639.2</td>\n",
       "      <td>164</td>\n",
       "      <td>1.1</td>\n",
       "      <td>8.5</td>\n",
       "      <td>0.53</td>\n",
       "      <td>4.05</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>229.67</td>\n",
       "      <td>242.63</td>\n",
       "      <td>318.0</td>\n",
       "      <td>178.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>98</td>\n",
       "      <td>JSLBB</td>\n",
       "      <td>58.11</td>\n",
       "      <td>849.0</td>\n",
       "      <td>865.0</td>\n",
       "      <td>820.1</td>\n",
       "      <td>836.0</td>\n",
       "      <td>833.87</td>\n",
       "      <td>1307.0</td>\n",
       "      <td>835.0</td>\n",
       "      <td>1089872.9</td>\n",
       "      <td>37</td>\n",
       "      <td>1.0</td>\n",
       "      <td>44.9</td>\n",
       "      <td>0.12</td>\n",
       "      <td>5.47</td>\n",
       "      <td>0.25</td>\n",
       "      <td>935.93</td>\n",
       "      <td>947.75</td>\n",
       "      <td>1759.0</td>\n",
       "      <td>785.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>99</td>\n",
       "      <td>KBL</td>\n",
       "      <td>58.83</td>\n",
       "      <td>164.2</td>\n",
       "      <td>164.2</td>\n",
       "      <td>156.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>158.79</td>\n",
       "      <td>184179.0</td>\n",
       "      <td>161.0</td>\n",
       "      <td>29246312.5</td>\n",
       "      <td>562</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>8.2</td>\n",
       "      <td>-0.62</td>\n",
       "      <td>5.26</td>\n",
       "      <td>0.75</td>\n",
       "      <td>160.71</td>\n",
       "      <td>164.16</td>\n",
       "      <td>211.6</td>\n",
       "      <td>148.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>100</td>\n",
       "      <td>KBSH</td>\n",
       "      <td>51.94</td>\n",
       "      <td>827.2</td>\n",
       "      <td>827.2</td>\n",
       "      <td>773.2</td>\n",
       "      <td>793.0</td>\n",
       "      <td>789.64</td>\n",
       "      <td>1087.0</td>\n",
       "      <td>811.0</td>\n",
       "      <td>858334.5</td>\n",
       "      <td>40</td>\n",
       "      <td>-18.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>-2.22</td>\n",
       "      <td>6.98</td>\n",
       "      <td>0.42</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>969.0</td>\n",
       "      <td>479.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>101</td>\n",
       "      <td>KDBY</td>\n",
       "      <td>49.9</td>\n",
       "      <td>7.75</td>\n",
       "      <td>8.06</td>\n",
       "      <td>7.75</td>\n",
       "      <td>7.91</td>\n",
       "      <td>7.96</td>\n",
       "      <td>10200.0</td>\n",
       "      <td>7.9</td>\n",
       "      <td>81196.0</td>\n",
       "      <td>44</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.31</td>\n",
       "      <td>0.13</td>\n",
       "      <td>4.0</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>8.34</td>\n",
       "      <td>8.26</td>\n",
       "      <td>10.43</td>\n",
       "      <td>7.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>102</td>\n",
       "      <td>KDL</td>\n",
       "      <td>52.13</td>\n",
       "      <td>880.7</td>\n",
       "      <td>880.7</td>\n",
       "      <td>814.0</td>\n",
       "      <td>840.0</td>\n",
       "      <td>849.16</td>\n",
       "      <td>12167.0</td>\n",
       "      <td>863.5</td>\n",
       "      <td>10331679.2</td>\n",
       "      <td>222</td>\n",
       "      <td>-23.5</td>\n",
       "      <td>66.7</td>\n",
       "      <td>-2.72</td>\n",
       "      <td>8.19</td>\n",
       "      <td>-1.09</td>\n",
       "      <td>865.89</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1102.0</td>\n",
       "      <td>134.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>103</td>\n",
       "      <td>KEF</td>\n",
       "      <td>52.92</td>\n",
       "      <td>7.5</td>\n",
       "      <td>8.01</td>\n",
       "      <td>7.5</td>\n",
       "      <td>7.9</td>\n",
       "      <td>7.8</td>\n",
       "      <td>6875.0</td>\n",
       "      <td>7.53</td>\n",
       "      <td>53631.5</td>\n",
       "      <td>23</td>\n",
       "      <td>0.37</td>\n",
       "      <td>0.51</td>\n",
       "      <td>4.91</td>\n",
       "      <td>6.8</td>\n",
       "      <td>1.25</td>\n",
       "      <td>8.29</td>\n",
       "      <td>8.21</td>\n",
       "      <td>10.35</td>\n",
       "      <td>6.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>104</td>\n",
       "      <td>KKHC</td>\n",
       "      <td>54.75</td>\n",
       "      <td>204.7</td>\n",
       "      <td>212.8</td>\n",
       "      <td>196.0</td>\n",
       "      <td>199.1</td>\n",
       "      <td>201.06</td>\n",
       "      <td>26125.0</td>\n",
       "      <td>200.7</td>\n",
       "      <td>5252733.9</td>\n",
       "      <td>96</td>\n",
       "      <td>-1.6</td>\n",
       "      <td>16.8</td>\n",
       "      <td>-0.8</td>\n",
       "      <td>8.57</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>190.36</td>\n",
       "      <td>204.27</td>\n",
       "      <td>288.0</td>\n",
       "      <td>158.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>105</td>\n",
       "      <td>KLBSL</td>\n",
       "      <td>55.44</td>\n",
       "      <td>668.8</td>\n",
       "      <td>695.0</td>\n",
       "      <td>656.8</td>\n",
       "      <td>677.0</td>\n",
       "      <td>683.89</td>\n",
       "      <td>1059.0</td>\n",
       "      <td>682.3</td>\n",
       "      <td>724241.1</td>\n",
       "      <td>21</td>\n",
       "      <td>-5.3</td>\n",
       "      <td>38.2</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>5.82</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>722.0</td>\n",
       "      <td>691.68</td>\n",
       "      <td>1054.1</td>\n",
       "      <td>539.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>106</td>\n",
       "      <td>KMCDB</td>\n",
       "      <td>59.05</td>\n",
       "      <td>591.2</td>\n",
       "      <td>637.0</td>\n",
       "      <td>591.2</td>\n",
       "      <td>620.0</td>\n",
       "      <td>606.99</td>\n",
       "      <td>4451.0</td>\n",
       "      <td>579.7</td>\n",
       "      <td>2701699.8</td>\n",
       "      <td>93</td>\n",
       "      <td>40.3</td>\n",
       "      <td>45.8</td>\n",
       "      <td>6.95</td>\n",
       "      <td>7.75</td>\n",
       "      <td>2.1</td>\n",
       "      <td>645.52</td>\n",
       "      <td>647.99</td>\n",
       "      <td>1127.0</td>\n",
       "      <td>526.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>107</td>\n",
       "      <td>KPCL</td>\n",
       "      <td>47.54</td>\n",
       "      <td>327.0</td>\n",
       "      <td>333.0</td>\n",
       "      <td>316.0</td>\n",
       "      <td>318.0</td>\n",
       "      <td>323.01</td>\n",
       "      <td>3744.0</td>\n",
       "      <td>321.4</td>\n",
       "      <td>1209341.1</td>\n",
       "      <td>61</td>\n",
       "      <td>-3.4</td>\n",
       "      <td>17.0</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>5.38</td>\n",
       "      <td>-1.57</td>\n",
       "      <td>341.82</td>\n",
       "      <td>353.52</td>\n",
       "      <td>432.0</td>\n",
       "      <td>272.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>108</td>\n",
       "      <td>KRBL</td>\n",
       "      <td>51.01</td>\n",
       "      <td>311.0</td>\n",
       "      <td>315.8</td>\n",
       "      <td>296.0</td>\n",
       "      <td>307.9</td>\n",
       "      <td>302.15</td>\n",
       "      <td>22986.0</td>\n",
       "      <td>309.9</td>\n",
       "      <td>6945164.6</td>\n",
       "      <td>151</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>19.8</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>6.69</td>\n",
       "      <td>1.87</td>\n",
       "      <td>277.55</td>\n",
       "      <td>272.66</td>\n",
       "      <td>339.0</td>\n",
       "      <td>234.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>109</td>\n",
       "      <td>KSBBL</td>\n",
       "      <td>59.72</td>\n",
       "      <td>320.0</td>\n",
       "      <td>320.0</td>\n",
       "      <td>302.0</td>\n",
       "      <td>309.6</td>\n",
       "      <td>311.1</td>\n",
       "      <td>68362.0</td>\n",
       "      <td>318.0</td>\n",
       "      <td>21267188.7</td>\n",
       "      <td>299</td>\n",
       "      <td>-8.4</td>\n",
       "      <td>18.0</td>\n",
       "      <td>-2.64</td>\n",
       "      <td>5.96</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>315.76</td>\n",
       "      <td>311.01</td>\n",
       "      <td>381.0</td>\n",
       "      <td>275.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>110</td>\n",
       "      <td>LBBL</td>\n",
       "      <td>53.5</td>\n",
       "      <td>415.0</td>\n",
       "      <td>415.0</td>\n",
       "      <td>392.2</td>\n",
       "      <td>398.0</td>\n",
       "      <td>399.6</td>\n",
       "      <td>55621.0</td>\n",
       "      <td>408.0</td>\n",
       "      <td>22226301.3</td>\n",
       "      <td>279</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>22.8</td>\n",
       "      <td>-2.45</td>\n",
       "      <td>5.81</td>\n",
       "      <td>-0.4</td>\n",
       "      <td>391.4</td>\n",
       "      <td>370.8</td>\n",
       "      <td>454.0</td>\n",
       "      <td>305.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>111</td>\n",
       "      <td>LEC</td>\n",
       "      <td>58.11</td>\n",
       "      <td>159.0</td>\n",
       "      <td>164.0</td>\n",
       "      <td>148.0</td>\n",
       "      <td>154.5</td>\n",
       "      <td>152.97</td>\n",
       "      <td>264774.0</td>\n",
       "      <td>156.0</td>\n",
       "      <td>40503722.6</td>\n",
       "      <td>717</td>\n",
       "      <td>-1.5</td>\n",
       "      <td>16.0</td>\n",
       "      <td>-0.96</td>\n",
       "      <td>10.81</td>\n",
       "      <td>0.99</td>\n",
       "      <td>202.31</td>\n",
       "      <td>222.89</td>\n",
       "      <td>318.0</td>\n",
       "      <td>138.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>112</td>\n",
       "      <td>LEMF</td>\n",
       "      <td>54.97</td>\n",
       "      <td>8.62</td>\n",
       "      <td>9.13</td>\n",
       "      <td>8.62</td>\n",
       "      <td>9.13</td>\n",
       "      <td>8.81</td>\n",
       "      <td>68957.0</td>\n",
       "      <td>8.6</td>\n",
       "      <td>607777.03</td>\n",
       "      <td>9</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.51</td>\n",
       "      <td>6.16</td>\n",
       "      <td>5.92</td>\n",
       "      <td>3.46</td>\n",
       "      <td>8.62</td>\n",
       "      <td>8.65</td>\n",
       "      <td>10.0</td>\n",
       "      <td>7.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>113</td>\n",
       "      <td>LICN</td>\n",
       "      <td>52.16</td>\n",
       "      <td>1509.6</td>\n",
       "      <td>1509.6</td>\n",
       "      <td>1429.9</td>\n",
       "      <td>1450.0</td>\n",
       "      <td>1445.04</td>\n",
       "      <td>6041.0</td>\n",
       "      <td>1480.0</td>\n",
       "      <td>8729502.4</td>\n",
       "      <td>77</td>\n",
       "      <td>-30.0</td>\n",
       "      <td>79.7</td>\n",
       "      <td>-2.03</td>\n",
       "      <td>5.57</td>\n",
       "      <td>0.34</td>\n",
       "      <td>1445.52</td>\n",
       "      <td>1403.29</td>\n",
       "      <td>1800.0</td>\n",
       "      <td>1238.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>114</td>\n",
       "      <td>LLBS</td>\n",
       "      <td>59.78</td>\n",
       "      <td>688.5</td>\n",
       "      <td>742.0</td>\n",
       "      <td>633.7</td>\n",
       "      <td>690.0</td>\n",
       "      <td>654.31</td>\n",
       "      <td>7858.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>5141579.6</td>\n",
       "      <td>80</td>\n",
       "      <td>15.0</td>\n",
       "      <td>108.3</td>\n",
       "      <td>2.22</td>\n",
       "      <td>17.09</td>\n",
       "      <td>5.17</td>\n",
       "      <td>733.97</td>\n",
       "      <td>728.47</td>\n",
       "      <td>1357.0</td>\n",
       "      <td>580.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>115</td>\n",
       "      <td>LSL</td>\n",
       "      <td>57.12</td>\n",
       "      <td>185.5</td>\n",
       "      <td>186.0</td>\n",
       "      <td>178.0</td>\n",
       "      <td>184.0</td>\n",
       "      <td>183.15</td>\n",
       "      <td>117629.0</td>\n",
       "      <td>185.0</td>\n",
       "      <td>21544262.4</td>\n",
       "      <td>225</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>-0.54</td>\n",
       "      <td>4.49</td>\n",
       "      <td>0.46</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>196.8</td>\n",
       "      <td>172.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>116</td>\n",
       "      <td>LUK</td>\n",
       "      <td>51.98</td>\n",
       "      <td>7.96</td>\n",
       "      <td>8.0</td>\n",
       "      <td>7.8</td>\n",
       "      <td>8.0</td>\n",
       "      <td>7.86</td>\n",
       "      <td>4500.0</td>\n",
       "      <td>7.81</td>\n",
       "      <td>35364.0</td>\n",
       "      <td>5</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.2</td>\n",
       "      <td>2.43</td>\n",
       "      <td>2.56</td>\n",
       "      <td>1.77</td>\n",
       "      <td>8.42</td>\n",
       "      <td>8.31</td>\n",
       "      <td>9.61</td>\n",
       "      <td>7.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>117</td>\n",
       "      <td>LVF2</td>\n",
       "      <td>37.11</td>\n",
       "      <td>7.45</td>\n",
       "      <td>7.67</td>\n",
       "      <td>7.45</td>\n",
       "      <td>7.54</td>\n",
       "      <td>7.51</td>\n",
       "      <td>2180.0</td>\n",
       "      <td>7.48</td>\n",
       "      <td>16378.2</td>\n",
       "      <td>16</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.8</td>\n",
       "      <td>2.95</td>\n",
       "      <td>0.36</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>7.09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>117</th>\n",
       "      <td>118</td>\n",
       "      <td>MAKAR</td>\n",
       "      <td>51.9</td>\n",
       "      <td>265.0</td>\n",
       "      <td>265.0</td>\n",
       "      <td>244.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>250.42</td>\n",
       "      <td>11290.0</td>\n",
       "      <td>259.9</td>\n",
       "      <td>2827221.5</td>\n",
       "      <td>269</td>\n",
       "      <td>-6.9</td>\n",
       "      <td>21.0</td>\n",
       "      <td>-2.65</td>\n",
       "      <td>8.61</td>\n",
       "      <td>1.02</td>\n",
       "      <td>258.27</td>\n",
       "      <td>0.0</td>\n",
       "      <td>351.0</td>\n",
       "      <td>213.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>119</td>\n",
       "      <td>MANDU</td>\n",
       "      <td>49.41</td>\n",
       "      <td>526.0</td>\n",
       "      <td>536.5</td>\n",
       "      <td>506.0</td>\n",
       "      <td>513.5</td>\n",
       "      <td>515.22</td>\n",
       "      <td>39771.0</td>\n",
       "      <td>516.0</td>\n",
       "      <td>20490736.9</td>\n",
       "      <td>695</td>\n",
       "      <td>-2.5</td>\n",
       "      <td>30.5</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>6.03</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>545.0</td>\n",
       "      <td>373.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>120</td>\n",
       "      <td>MBJC</td>\n",
       "      <td>53.61</td>\n",
       "      <td>281.9</td>\n",
       "      <td>281.9</td>\n",
       "      <td>266.6</td>\n",
       "      <td>276.4</td>\n",
       "      <td>270.0</td>\n",
       "      <td>25919.0</td>\n",
       "      <td>277.0</td>\n",
       "      <td>6998130.1</td>\n",
       "      <td>527</td>\n",
       "      <td>-0.6</td>\n",
       "      <td>15.3</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>5.74</td>\n",
       "      <td>2.32</td>\n",
       "      <td>286.2</td>\n",
       "      <td>291.24</td>\n",
       "      <td>363.0</td>\n",
       "      <td>203.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>121</td>\n",
       "      <td>MBL</td>\n",
       "      <td>57.64</td>\n",
       "      <td>195.0</td>\n",
       "      <td>198.5</td>\n",
       "      <td>188.0</td>\n",
       "      <td>192.2</td>\n",
       "      <td>191.86</td>\n",
       "      <td>99136.0</td>\n",
       "      <td>195.0</td>\n",
       "      <td>19020009.6</td>\n",
       "      <td>404</td>\n",
       "      <td>-2.8</td>\n",
       "      <td>10.5</td>\n",
       "      <td>-1.44</td>\n",
       "      <td>5.59</td>\n",
       "      <td>0.18</td>\n",
       "      <td>233.16</td>\n",
       "      <td>230.82</td>\n",
       "      <td>283.0</td>\n",
       "      <td>179.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>122</td>\n",
       "      <td>MCHL</td>\n",
       "      <td>51.27</td>\n",
       "      <td>253.0</td>\n",
       "      <td>256.0</td>\n",
       "      <td>236.0</td>\n",
       "      <td>246.0</td>\n",
       "      <td>245.6</td>\n",
       "      <td>37814.0</td>\n",
       "      <td>251.9</td>\n",
       "      <td>9287247.8</td>\n",
       "      <td>313</td>\n",
       "      <td>-5.9</td>\n",
       "      <td>20.0</td>\n",
       "      <td>-2.34</td>\n",
       "      <td>8.47</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>165.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>123</td>\n",
       "      <td>MDB</td>\n",
       "      <td>52.7</td>\n",
       "      <td>428.0</td>\n",
       "      <td>428.0</td>\n",
       "      <td>404.0</td>\n",
       "      <td>412.9</td>\n",
       "      <td>411.4</td>\n",
       "      <td>13047.0</td>\n",
       "      <td>425.0</td>\n",
       "      <td>5367562.0</td>\n",
       "      <td>81</td>\n",
       "      <td>-12.1</td>\n",
       "      <td>24.0</td>\n",
       "      <td>-2.85</td>\n",
       "      <td>5.94</td>\n",
       "      <td>0.36</td>\n",
       "      <td>400.84</td>\n",
       "      <td>389.38</td>\n",
       "      <td>441.0</td>\n",
       "      <td>350.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>124</td>\n",
       "      <td>MEHL</td>\n",
       "      <td>52.28</td>\n",
       "      <td>221.0</td>\n",
       "      <td>223.0</td>\n",
       "      <td>210.0</td>\n",
       "      <td>216.0</td>\n",
       "      <td>217.21</td>\n",
       "      <td>32962.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>7159772.7</td>\n",
       "      <td>875</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>-1.82</td>\n",
       "      <td>6.19</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>272.2</td>\n",
       "      <td>175.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>125</td>\n",
       "      <td>MEL</td>\n",
       "      <td>56.93</td>\n",
       "      <td>190.0</td>\n",
       "      <td>191.7</td>\n",
       "      <td>176.0</td>\n",
       "      <td>182.0</td>\n",
       "      <td>181.7</td>\n",
       "      <td>107894.0</td>\n",
       "      <td>188.0</td>\n",
       "      <td>19604702.0</td>\n",
       "      <td>1555</td>\n",
       "      <td>-6.0</td>\n",
       "      <td>15.7</td>\n",
       "      <td>-3.19</td>\n",
       "      <td>8.92</td>\n",
       "      <td>0.16</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>275.4</td>\n",
       "      <td>149.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>126</td>\n",
       "      <td>MEN</td>\n",
       "      <td>56.82</td>\n",
       "      <td>501.0</td>\n",
       "      <td>501.0</td>\n",
       "      <td>480.2</td>\n",
       "      <td>500.0</td>\n",
       "      <td>489.72</td>\n",
       "      <td>294188.0</td>\n",
       "      <td>492.0</td>\n",
       "      <td>144069921.0</td>\n",
       "      <td>1155</td>\n",
       "      <td>8.0</td>\n",
       "      <td>20.8</td>\n",
       "      <td>1.63</td>\n",
       "      <td>4.33</td>\n",
       "      <td>2.06</td>\n",
       "      <td>834.83</td>\n",
       "      <td>808.29</td>\n",
       "      <td>1092.0</td>\n",
       "      <td>429.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>127</td>\n",
       "      <td>MERO</td>\n",
       "      <td>58.62</td>\n",
       "      <td>513.0</td>\n",
       "      <td>522.0</td>\n",
       "      <td>501.0</td>\n",
       "      <td>505.9</td>\n",
       "      <td>510.52</td>\n",
       "      <td>7717.0</td>\n",
       "      <td>503.0</td>\n",
       "      <td>3939689.7</td>\n",
       "      <td>113</td>\n",
       "      <td>2.9</td>\n",
       "      <td>21.0</td>\n",
       "      <td>0.58</td>\n",
       "      <td>4.19</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>564.27</td>\n",
       "      <td>558.46</td>\n",
       "      <td>945.0</td>\n",
       "      <td>463.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>128</td>\n",
       "      <td>MFIL</td>\n",
       "      <td>55.97</td>\n",
       "      <td>523.2</td>\n",
       "      <td>533.0</td>\n",
       "      <td>511.0</td>\n",
       "      <td>515.0</td>\n",
       "      <td>517.62</td>\n",
       "      <td>39916.0</td>\n",
       "      <td>513.0</td>\n",
       "      <td>20661149.3</td>\n",
       "      <td>254</td>\n",
       "      <td>2.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>0.39</td>\n",
       "      <td>4.31</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>512.21</td>\n",
       "      <td>486.28</td>\n",
       "      <td>587.0</td>\n",
       "      <td>367.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>129</td>\n",
       "      <td>MFLD85</td>\n",
       "      <td>52.35</td>\n",
       "      <td>936.6</td>\n",
       "      <td>936.6</td>\n",
       "      <td>936.6</td>\n",
       "      <td>936.6</td>\n",
       "      <td>936.6</td>\n",
       "      <td>40.0</td>\n",
       "      <td>936.6</td>\n",
       "      <td>37464.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>872.86</td>\n",
       "      <td>910.92</td>\n",
       "      <td>1015.0</td>\n",
       "      <td>808.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>130</td>\n",
       "      <td>MHCL</td>\n",
       "      <td>56.68</td>\n",
       "      <td>283.5</td>\n",
       "      <td>289.1</td>\n",
       "      <td>254.8</td>\n",
       "      <td>289.1</td>\n",
       "      <td>269.66</td>\n",
       "      <td>93483.0</td>\n",
       "      <td>278.0</td>\n",
       "      <td>25208992.5</td>\n",
       "      <td>862</td>\n",
       "      <td>11.1</td>\n",
       "      <td>34.3</td>\n",
       "      <td>3.99</td>\n",
       "      <td>13.46</td>\n",
       "      <td>6.72</td>\n",
       "      <td>206.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>289.1</td>\n",
       "      <td>141.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>131</td>\n",
       "      <td>MHL</td>\n",
       "      <td>45.37</td>\n",
       "      <td>363.1</td>\n",
       "      <td>363.1</td>\n",
       "      <td>335.1</td>\n",
       "      <td>335.1</td>\n",
       "      <td>341.71</td>\n",
       "      <td>35328.0</td>\n",
       "      <td>356.0</td>\n",
       "      <td>12072048.3</td>\n",
       "      <td>283</td>\n",
       "      <td>-20.9</td>\n",
       "      <td>28.0</td>\n",
       "      <td>-5.87</td>\n",
       "      <td>8.36</td>\n",
       "      <td>-1.97</td>\n",
       "      <td>308.25</td>\n",
       "      <td>326.15</td>\n",
       "      <td>418.1</td>\n",
       "      <td>242.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>132</td>\n",
       "      <td>MHNL</td>\n",
       "      <td>58.48</td>\n",
       "      <td>205.1</td>\n",
       "      <td>216.3</td>\n",
       "      <td>195.0</td>\n",
       "      <td>198.8</td>\n",
       "      <td>203.94</td>\n",
       "      <td>14463.0</td>\n",
       "      <td>201.1</td>\n",
       "      <td>2949647.7</td>\n",
       "      <td>116</td>\n",
       "      <td>-2.3</td>\n",
       "      <td>21.3</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>10.92</td>\n",
       "      <td>-2.59</td>\n",
       "      <td>214.87</td>\n",
       "      <td>238.92</td>\n",
       "      <td>356.9</td>\n",
       "      <td>169.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>133</td>\n",
       "      <td>MKHC</td>\n",
       "      <td>58.75</td>\n",
       "      <td>221.7</td>\n",
       "      <td>222.0</td>\n",
       "      <td>208.5</td>\n",
       "      <td>216.0</td>\n",
       "      <td>213.84</td>\n",
       "      <td>15316.0</td>\n",
       "      <td>217.4</td>\n",
       "      <td>3275105.5</td>\n",
       "      <td>268</td>\n",
       "      <td>-1.4</td>\n",
       "      <td>13.5</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>6.47</td>\n",
       "      <td>1.0</td>\n",
       "      <td>219.07</td>\n",
       "      <td>0.0</td>\n",
       "      <td>367.5</td>\n",
       "      <td>174.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>134</td>\n",
       "      <td>MKHL</td>\n",
       "      <td>51.63</td>\n",
       "      <td>276.0</td>\n",
       "      <td>276.4</td>\n",
       "      <td>260.0</td>\n",
       "      <td>265.9</td>\n",
       "      <td>265.5</td>\n",
       "      <td>16589.0</td>\n",
       "      <td>271.0</td>\n",
       "      <td>4404378.5</td>\n",
       "      <td>274</td>\n",
       "      <td>-5.1</td>\n",
       "      <td>16.4</td>\n",
       "      <td>-1.88</td>\n",
       "      <td>6.31</td>\n",
       "      <td>0.15</td>\n",
       "      <td>268.65</td>\n",
       "      <td>0.0</td>\n",
       "      <td>335.0</td>\n",
       "      <td>224.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>135</td>\n",
       "      <td>MKJC</td>\n",
       "      <td>55.45</td>\n",
       "      <td>353.8</td>\n",
       "      <td>364.0</td>\n",
       "      <td>350.0</td>\n",
       "      <td>351.0</td>\n",
       "      <td>356.74</td>\n",
       "      <td>3995.0</td>\n",
       "      <td>346.9</td>\n",
       "      <td>1425175.0</td>\n",
       "      <td>71</td>\n",
       "      <td>4.1</td>\n",
       "      <td>14.0</td>\n",
       "      <td>1.18</td>\n",
       "      <td>4.0</td>\n",
       "      <td>-1.64</td>\n",
       "      <td>357.51</td>\n",
       "      <td>377.39</td>\n",
       "      <td>554.0</td>\n",
       "      <td>293.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>136</td>\n",
       "      <td>MKLB</td>\n",
       "      <td>58.8</td>\n",
       "      <td>552.8</td>\n",
       "      <td>571.0</td>\n",
       "      <td>551.0</td>\n",
       "      <td>551.0</td>\n",
       "      <td>557.93</td>\n",
       "      <td>923.0</td>\n",
       "      <td>542.0</td>\n",
       "      <td>514974.0</td>\n",
       "      <td>25</td>\n",
       "      <td>9.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>1.66</td>\n",
       "      <td>3.63</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>669.15</td>\n",
       "      <td>671.42</td>\n",
       "      <td>1050.0</td>\n",
       "      <td>526.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>137</td>\n",
       "      <td>MLBBL</td>\n",
       "      <td>59.41</td>\n",
       "      <td>737.0</td>\n",
       "      <td>751.7</td>\n",
       "      <td>710.5</td>\n",
       "      <td>723.0</td>\n",
       "      <td>727.08</td>\n",
       "      <td>2373.0</td>\n",
       "      <td>735.0</td>\n",
       "      <td>1725358.7</td>\n",
       "      <td>28</td>\n",
       "      <td>-12.0</td>\n",
       "      <td>41.2</td>\n",
       "      <td>-1.63</td>\n",
       "      <td>5.8</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>815.06</td>\n",
       "      <td>790.67</td>\n",
       "      <td>1249.0</td>\n",
       "      <td>657.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>138</td>\n",
       "      <td>MLBL</td>\n",
       "      <td>57.82</td>\n",
       "      <td>322.0</td>\n",
       "      <td>322.0</td>\n",
       "      <td>306.4</td>\n",
       "      <td>315.0</td>\n",
       "      <td>313.24</td>\n",
       "      <td>80205.0</td>\n",
       "      <td>316.0</td>\n",
       "      <td>25123084.6</td>\n",
       "      <td>269</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>15.6</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>5.09</td>\n",
       "      <td>0.56</td>\n",
       "      <td>317.6</td>\n",
       "      <td>314.08</td>\n",
       "      <td>388.9</td>\n",
       "      <td>281.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>139</td>\n",
       "      <td>MLBS</td>\n",
       "      <td>59.78</td>\n",
       "      <td>585.0</td>\n",
       "      <td>638.5</td>\n",
       "      <td>585.0</td>\n",
       "      <td>638.5</td>\n",
       "      <td>617.36</td>\n",
       "      <td>2080.0</td>\n",
       "      <td>584.0</td>\n",
       "      <td>1284100.5</td>\n",
       "      <td>54</td>\n",
       "      <td>54.5</td>\n",
       "      <td>53.5</td>\n",
       "      <td>9.33</td>\n",
       "      <td>9.15</td>\n",
       "      <td>3.31</td>\n",
       "      <td>694.47</td>\n",
       "      <td>716.68</td>\n",
       "      <td>1256.0</td>\n",
       "      <td>570.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>140</td>\n",
       "      <td>MLBSL</td>\n",
       "      <td>56.52</td>\n",
       "      <td>1622.0</td>\n",
       "      <td>1683.0</td>\n",
       "      <td>1620.0</td>\n",
       "      <td>1636.0</td>\n",
       "      <td>1643.82</td>\n",
       "      <td>764.0</td>\n",
       "      <td>1621.8</td>\n",
       "      <td>1255875.3</td>\n",
       "      <td>43</td>\n",
       "      <td>14.2</td>\n",
       "      <td>63.0</td>\n",
       "      <td>0.88</td>\n",
       "      <td>3.89</td>\n",
       "      <td>-0.48</td>\n",
       "      <td>1851.86</td>\n",
       "      <td>1879.12</td>\n",
       "      <td>4329.6</td>\n",
       "      <td>1535.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>141</td>\n",
       "      <td>MMF1</td>\n",
       "      <td>50.53</td>\n",
       "      <td>7.1</td>\n",
       "      <td>7.35</td>\n",
       "      <td>6.98</td>\n",
       "      <td>7.1</td>\n",
       "      <td>7.27</td>\n",
       "      <td>63250.0</td>\n",
       "      <td>7.24</td>\n",
       "      <td>459981.0</td>\n",
       "      <td>34</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>0.37</td>\n",
       "      <td>-1.93</td>\n",
       "      <td>5.3</td>\n",
       "      <td>-2.43</td>\n",
       "      <td>7.23</td>\n",
       "      <td>7.23</td>\n",
       "      <td>8.65</td>\n",
       "      <td>6.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>142</td>\n",
       "      <td>MMFDB</td>\n",
       "      <td>58.02</td>\n",
       "      <td>519.0</td>\n",
       "      <td>524.9</td>\n",
       "      <td>505.0</td>\n",
       "      <td>512.0</td>\n",
       "      <td>512.54</td>\n",
       "      <td>5076.0</td>\n",
       "      <td>519.0</td>\n",
       "      <td>2601656.0</td>\n",
       "      <td>195</td>\n",
       "      <td>-7.0</td>\n",
       "      <td>19.9</td>\n",
       "      <td>-1.35</td>\n",
       "      <td>3.94</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>622.71</td>\n",
       "      <td>615.14</td>\n",
       "      <td>1026.0</td>\n",
       "      <td>481.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>143</td>\n",
       "      <td>MMKJL</td>\n",
       "      <td>47.28</td>\n",
       "      <td>306.0</td>\n",
       "      <td>306.0</td>\n",
       "      <td>283.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>288.7</td>\n",
       "      <td>22849.0</td>\n",
       "      <td>300.0</td>\n",
       "      <td>6596601.0</td>\n",
       "      <td>1162</td>\n",
       "      <td>-7.0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>-2.33</td>\n",
       "      <td>8.13</td>\n",
       "      <td>1.47</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>306.0</td>\n",
       "      <td>225.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>144</td>\n",
       "      <td>MNBBL</td>\n",
       "      <td>57.22</td>\n",
       "      <td>404.0</td>\n",
       "      <td>404.0</td>\n",
       "      <td>385.0</td>\n",
       "      <td>388.0</td>\n",
       "      <td>391.83</td>\n",
       "      <td>29284.0</td>\n",
       "      <td>397.0</td>\n",
       "      <td>11474424.2</td>\n",
       "      <td>292</td>\n",
       "      <td>-9.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>-2.27</td>\n",
       "      <td>4.94</td>\n",
       "      <td>-0.99</td>\n",
       "      <td>394.83</td>\n",
       "      <td>393.71</td>\n",
       "      <td>480.0</td>\n",
       "      <td>368.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>145</td>\n",
       "      <td>MNBBLP</td>\n",
       "      <td>36.94</td>\n",
       "      <td>209.0</td>\n",
       "      <td>209.0</td>\n",
       "      <td>209.0</td>\n",
       "      <td>209.0</td>\n",
       "      <td>209.0</td>\n",
       "      <td>40000.0</td>\n",
       "      <td>209.0</td>\n",
       "      <td>8360000.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>212.41</td>\n",
       "      <td>0.0</td>\n",
       "      <td>237.0</td>\n",
       "      <td>209.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>146</td>\n",
       "      <td>MPFL</td>\n",
       "      <td>56.74</td>\n",
       "      <td>306.0</td>\n",
       "      <td>312.0</td>\n",
       "      <td>292.0</td>\n",
       "      <td>297.0</td>\n",
       "      <td>298.08</td>\n",
       "      <td>24143.0</td>\n",
       "      <td>300.0</td>\n",
       "      <td>7196427.5</td>\n",
       "      <td>131</td>\n",
       "      <td>-3.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>6.85</td>\n",
       "      <td>-0.36</td>\n",
       "      <td>313.47</td>\n",
       "      <td>314.67</td>\n",
       "      <td>430.0</td>\n",
       "      <td>261.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>147</td>\n",
       "      <td>MSHL</td>\n",
       "      <td>51.66</td>\n",
       "      <td>377.4</td>\n",
       "      <td>377.4</td>\n",
       "      <td>349.0</td>\n",
       "      <td>364.1</td>\n",
       "      <td>359.19</td>\n",
       "      <td>27060.0</td>\n",
       "      <td>370.0</td>\n",
       "      <td>9719622.6</td>\n",
       "      <td>367</td>\n",
       "      <td>-5.9</td>\n",
       "      <td>28.4</td>\n",
       "      <td>-1.59</td>\n",
       "      <td>8.14</td>\n",
       "      <td>1.35</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>394.5</td>\n",
       "      <td>294.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>148</td>\n",
       "      <td>MSLB</td>\n",
       "      <td>57.94</td>\n",
       "      <td>738.0</td>\n",
       "      <td>782.0</td>\n",
       "      <td>737.0</td>\n",
       "      <td>782.0</td>\n",
       "      <td>752.36</td>\n",
       "      <td>693.0</td>\n",
       "      <td>735.0</td>\n",
       "      <td>521384.0</td>\n",
       "      <td>22</td>\n",
       "      <td>47.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>6.39</td>\n",
       "      <td>6.11</td>\n",
       "      <td>3.79</td>\n",
       "      <td>792.63</td>\n",
       "      <td>790.8</td>\n",
       "      <td>1280.0</td>\n",
       "      <td>658.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>149</td>\n",
       "      <td>NABBC</td>\n",
       "      <td>56.21</td>\n",
       "      <td>365.0</td>\n",
       "      <td>365.0</td>\n",
       "      <td>357.7</td>\n",
       "      <td>358.0</td>\n",
       "      <td>359.85</td>\n",
       "      <td>2193.0</td>\n",
       "      <td>365.0</td>\n",
       "      <td>789151.2</td>\n",
       "      <td>22</td>\n",
       "      <td>-7.0</td>\n",
       "      <td>7.3</td>\n",
       "      <td>-1.92</td>\n",
       "      <td>2.04</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>386.78</td>\n",
       "      <td>389.76</td>\n",
       "      <td>500.0</td>\n",
       "      <td>336.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>150</td>\n",
       "      <td>NABIL</td>\n",
       "      <td>54.81</td>\n",
       "      <td>539.0</td>\n",
       "      <td>539.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>522.0</td>\n",
       "      <td>526.37</td>\n",
       "      <td>71048.0</td>\n",
       "      <td>528.5</td>\n",
       "      <td>37397217.9</td>\n",
       "      <td>968</td>\n",
       "      <td>-6.5</td>\n",
       "      <td>19.0</td>\n",
       "      <td>-1.23</td>\n",
       "      <td>3.65</td>\n",
       "      <td>-0.84</td>\n",
       "      <td>583.1</td>\n",
       "      <td>590.65</td>\n",
       "      <td>880.0</td>\n",
       "      <td>498.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>151</td>\n",
       "      <td>NADEP</td>\n",
       "      <td>59.78</td>\n",
       "      <td>502.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>485.0</td>\n",
       "      <td>509.0</td>\n",
       "      <td>499.98</td>\n",
       "      <td>10061.0</td>\n",
       "      <td>492.2</td>\n",
       "      <td>5030308.4</td>\n",
       "      <td>155</td>\n",
       "      <td>16.8</td>\n",
       "      <td>25.0</td>\n",
       "      <td>3.41</td>\n",
       "      <td>5.15</td>\n",
       "      <td>1.77</td>\n",
       "      <td>545.63</td>\n",
       "      <td>543.05</td>\n",
       "      <td>1011.0</td>\n",
       "      <td>455.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>152</td>\n",
       "      <td>NBF2</td>\n",
       "      <td>57.7</td>\n",
       "      <td>7.77</td>\n",
       "      <td>8.21</td>\n",
       "      <td>7.77</td>\n",
       "      <td>8.21</td>\n",
       "      <td>8.07</td>\n",
       "      <td>12825.0</td>\n",
       "      <td>7.85</td>\n",
       "      <td>103515.25</td>\n",
       "      <td>10</td>\n",
       "      <td>0.36</td>\n",
       "      <td>0.44</td>\n",
       "      <td>4.59</td>\n",
       "      <td>5.66</td>\n",
       "      <td>1.69</td>\n",
       "      <td>8.38</td>\n",
       "      <td>8.31</td>\n",
       "      <td>9.55</td>\n",
       "      <td>7.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>153</td>\n",
       "      <td>NBF3</td>\n",
       "      <td>39.34</td>\n",
       "      <td>7.2</td>\n",
       "      <td>7.32</td>\n",
       "      <td>6.96</td>\n",
       "      <td>7.05</td>\n",
       "      <td>7.05</td>\n",
       "      <td>31915.0</td>\n",
       "      <td>7.28</td>\n",
       "      <td>225127.7</td>\n",
       "      <td>30</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>0.36</td>\n",
       "      <td>-3.16</td>\n",
       "      <td>5.17</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>7.21</td>\n",
       "      <td>7.25</td>\n",
       "      <td>8.25</td>\n",
       "      <td>6.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>154</td>\n",
       "      <td>NBL</td>\n",
       "      <td>58.76</td>\n",
       "      <td>249.7</td>\n",
       "      <td>254.6</td>\n",
       "      <td>240.2</td>\n",
       "      <td>244.0</td>\n",
       "      <td>244.39</td>\n",
       "      <td>97415.0</td>\n",
       "      <td>244.9</td>\n",
       "      <td>23806806.2</td>\n",
       "      <td>403</td>\n",
       "      <td>-0.9</td>\n",
       "      <td>14.4</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>6.0</td>\n",
       "      <td>-0.16</td>\n",
       "      <td>249.65</td>\n",
       "      <td>251.61</td>\n",
       "      <td>307.0</td>\n",
       "      <td>233.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>155</td>\n",
       "      <td>NBLD85</td>\n",
       "      <td>57.76</td>\n",
       "      <td>826.1</td>\n",
       "      <td>830.0</td>\n",
       "      <td>826.1</td>\n",
       "      <td>830.0</td>\n",
       "      <td>826.79</td>\n",
       "      <td>70.0</td>\n",
       "      <td>842.8</td>\n",
       "      <td>57875.0</td>\n",
       "      <td>3</td>\n",
       "      <td>-12.8</td>\n",
       "      <td>3.9</td>\n",
       "      <td>-1.52</td>\n",
       "      <td>0.47</td>\n",
       "      <td>0.39</td>\n",
       "      <td>792.91</td>\n",
       "      <td>808.82</td>\n",
       "      <td>860.0</td>\n",
       "      <td>730.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>156</td>\n",
       "      <td>NBLD87</td>\n",
       "      <td>52.68</td>\n",
       "      <td>832.3</td>\n",
       "      <td>841.5</td>\n",
       "      <td>825.0</td>\n",
       "      <td>841.5</td>\n",
       "      <td>838.87</td>\n",
       "      <td>425.0</td>\n",
       "      <td>816.0</td>\n",
       "      <td>356520.0</td>\n",
       "      <td>8</td>\n",
       "      <td>25.5</td>\n",
       "      <td>16.5</td>\n",
       "      <td>3.13</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.31</td>\n",
       "      <td>777.86</td>\n",
       "      <td>0.0</td>\n",
       "      <td>869.0</td>\n",
       "      <td>711.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>157</td>\n",
       "      <td>NESDO</td>\n",
       "      <td>55.99</td>\n",
       "      <td>1516.6</td>\n",
       "      <td>1590.0</td>\n",
       "      <td>1470.1</td>\n",
       "      <td>1514.0</td>\n",
       "      <td>1514.1</td>\n",
       "      <td>2655.0</td>\n",
       "      <td>1486.9</td>\n",
       "      <td>4019926.9</td>\n",
       "      <td>94</td>\n",
       "      <td>27.1</td>\n",
       "      <td>119.9</td>\n",
       "      <td>1.82</td>\n",
       "      <td>8.16</td>\n",
       "      <td>-0.01</td>\n",
       "      <td>1841.74</td>\n",
       "      <td>1952.49</td>\n",
       "      <td>3540.0</td>\n",
       "      <td>1418.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>158</td>\n",
       "      <td>NFS</td>\n",
       "      <td>56.33</td>\n",
       "      <td>321.9</td>\n",
       "      <td>328.3</td>\n",
       "      <td>304.8</td>\n",
       "      <td>308.3</td>\n",
       "      <td>309.81</td>\n",
       "      <td>21571.0</td>\n",
       "      <td>315.6</td>\n",
       "      <td>6682902.7</td>\n",
       "      <td>124</td>\n",
       "      <td>-7.3</td>\n",
       "      <td>23.5</td>\n",
       "      <td>-2.31</td>\n",
       "      <td>7.71</td>\n",
       "      <td>-0.49</td>\n",
       "      <td>309.19</td>\n",
       "      <td>301.72</td>\n",
       "      <td>390.0</td>\n",
       "      <td>240.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>159</td>\n",
       "      <td>NGPL</td>\n",
       "      <td>58.41</td>\n",
       "      <td>219.3</td>\n",
       "      <td>223.6</td>\n",
       "      <td>207.5</td>\n",
       "      <td>211.0</td>\n",
       "      <td>214.32</td>\n",
       "      <td>85062.0</td>\n",
       "      <td>215.0</td>\n",
       "      <td>18230818.4</td>\n",
       "      <td>365</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>16.1</td>\n",
       "      <td>-1.86</td>\n",
       "      <td>7.76</td>\n",
       "      <td>-1.58</td>\n",
       "      <td>219.48</td>\n",
       "      <td>233.24</td>\n",
       "      <td>340.0</td>\n",
       "      <td>185.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>160</td>\n",
       "      <td>NHDL</td>\n",
       "      <td>49.44</td>\n",
       "      <td>352.7</td>\n",
       "      <td>358.0</td>\n",
       "      <td>331.6</td>\n",
       "      <td>344.0</td>\n",
       "      <td>345.36</td>\n",
       "      <td>6227.0</td>\n",
       "      <td>345.79</td>\n",
       "      <td>2150534.2</td>\n",
       "      <td>57</td>\n",
       "      <td>-1.79</td>\n",
       "      <td>26.4</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>7.96</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>358.92</td>\n",
       "      <td>368.64</td>\n",
       "      <td>431.0</td>\n",
       "      <td>299.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>161</td>\n",
       "      <td>NHPC</td>\n",
       "      <td>57.82</td>\n",
       "      <td>150.7</td>\n",
       "      <td>157.0</td>\n",
       "      <td>140.3</td>\n",
       "      <td>146.9</td>\n",
       "      <td>148.18</td>\n",
       "      <td>240368.0</td>\n",
       "      <td>147.8</td>\n",
       "      <td>35618729.7</td>\n",
       "      <td>1042</td>\n",
       "      <td>-0.9</td>\n",
       "      <td>16.7</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>11.9</td>\n",
       "      <td>-0.87</td>\n",
       "      <td>160.54</td>\n",
       "      <td>183.0</td>\n",
       "      <td>286.2</td>\n",
       "      <td>126.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>162</td>\n",
       "      <td>NIBD2082</td>\n",
       "      <td>48.89</td>\n",
       "      <td>1015.0</td>\n",
       "      <td>1015.0</td>\n",
       "      <td>1015.0</td>\n",
       "      <td>1015.0</td>\n",
       "      <td>1015.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>1028.0</td>\n",
       "      <td>25375.0</td>\n",
       "      <td>1</td>\n",
       "      <td>-13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-1.26</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>970.77</td>\n",
       "      <td>1008.01</td>\n",
       "      <td>1044.0</td>\n",
       "      <td>890.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>163</td>\n",
       "      <td>NIBD84</td>\n",
       "      <td>38.5</td>\n",
       "      <td>835.1</td>\n",
       "      <td>835.1</td>\n",
       "      <td>835.1</td>\n",
       "      <td>835.1</td>\n",
       "      <td>835.1</td>\n",
       "      <td>27.0</td>\n",
       "      <td>832.0</td>\n",
       "      <td>22547.7</td>\n",
       "      <td>1</td>\n",
       "      <td>3.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.37</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>814.98</td>\n",
       "      <td>821.2</td>\n",
       "      <td>869.0</td>\n",
       "      <td>753.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>164</td>\n",
       "      <td>NIBLGF</td>\n",
       "      <td>54.16</td>\n",
       "      <td>7.45</td>\n",
       "      <td>7.7</td>\n",
       "      <td>7.41</td>\n",
       "      <td>7.59</td>\n",
       "      <td>7.57</td>\n",
       "      <td>16750.0</td>\n",
       "      <td>7.42</td>\n",
       "      <td>126821.5</td>\n",
       "      <td>25</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.29</td>\n",
       "      <td>2.29</td>\n",
       "      <td>3.91</td>\n",
       "      <td>0.24</td>\n",
       "      <td>8.04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.64</td>\n",
       "      <td>7.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>165</td>\n",
       "      <td>NIBLPF</td>\n",
       "      <td>38.12</td>\n",
       "      <td>8.6</td>\n",
       "      <td>9.3</td>\n",
       "      <td>8.6</td>\n",
       "      <td>9.02</td>\n",
       "      <td>8.94</td>\n",
       "      <td>54649.0</td>\n",
       "      <td>8.71</td>\n",
       "      <td>488538.66</td>\n",
       "      <td>21</td>\n",
       "      <td>0.31</td>\n",
       "      <td>0.7</td>\n",
       "      <td>3.56</td>\n",
       "      <td>8.14</td>\n",
       "      <td>0.89</td>\n",
       "      <td>9.04</td>\n",
       "      <td>8.85</td>\n",
       "      <td>10.13</td>\n",
       "      <td>7.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>165</th>\n",
       "      <td>166</td>\n",
       "      <td>NIBSF2</td>\n",
       "      <td>52.8</td>\n",
       "      <td>7.3</td>\n",
       "      <td>7.44</td>\n",
       "      <td>7.16</td>\n",
       "      <td>7.4</td>\n",
       "      <td>7.36</td>\n",
       "      <td>29045.0</td>\n",
       "      <td>7.16</td>\n",
       "      <td>213914.7</td>\n",
       "      <td>28</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.28</td>\n",
       "      <td>3.35</td>\n",
       "      <td>3.91</td>\n",
       "      <td>0.47</td>\n",
       "      <td>7.23</td>\n",
       "      <td>7.27</td>\n",
       "      <td>9.49</td>\n",
       "      <td>6.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>167</td>\n",
       "      <td>NICA</td>\n",
       "      <td>58.08</td>\n",
       "      <td>525.0</td>\n",
       "      <td>529.9</td>\n",
       "      <td>505.0</td>\n",
       "      <td>509.9</td>\n",
       "      <td>512.16</td>\n",
       "      <td>93195.0</td>\n",
       "      <td>524.0</td>\n",
       "      <td>47730487.2</td>\n",
       "      <td>810</td>\n",
       "      <td>-14.1</td>\n",
       "      <td>24.9</td>\n",
       "      <td>-2.69</td>\n",
       "      <td>4.93</td>\n",
       "      <td>-0.44</td>\n",
       "      <td>696.59</td>\n",
       "      <td>705.52</td>\n",
       "      <td>861.9</td>\n",
       "      <td>490.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>167</th>\n",
       "      <td>168</td>\n",
       "      <td>NICBF</td>\n",
       "      <td>52.19</td>\n",
       "      <td>8.35</td>\n",
       "      <td>8.47</td>\n",
       "      <td>8.35</td>\n",
       "      <td>8.47</td>\n",
       "      <td>8.47</td>\n",
       "      <td>12790.0</td>\n",
       "      <td>8.35</td>\n",
       "      <td>108274.2</td>\n",
       "      <td>3</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.12</td>\n",
       "      <td>1.44</td>\n",
       "      <td>1.44</td>\n",
       "      <td>0.05</td>\n",
       "      <td>9.01</td>\n",
       "      <td>8.82</td>\n",
       "      <td>10.31</td>\n",
       "      <td>7.99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>169</td>\n",
       "      <td>NICFC</td>\n",
       "      <td>39.32</td>\n",
       "      <td>8.21</td>\n",
       "      <td>8.21</td>\n",
       "      <td>8.03</td>\n",
       "      <td>8.05</td>\n",
       "      <td>8.07</td>\n",
       "      <td>900.0</td>\n",
       "      <td>8.37</td>\n",
       "      <td>7262.0</td>\n",
       "      <td>8</td>\n",
       "      <td>-0.32</td>\n",
       "      <td>0.18</td>\n",
       "      <td>-3.82</td>\n",
       "      <td>2.24</td>\n",
       "      <td>-0.23</td>\n",
       "      <td>8.19</td>\n",
       "      <td>8.06</td>\n",
       "      <td>10.17</td>\n",
       "      <td>7.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>169</th>\n",
       "      <td>170</td>\n",
       "      <td>NICGF</td>\n",
       "      <td>55.93</td>\n",
       "      <td>9.18</td>\n",
       "      <td>9.31</td>\n",
       "      <td>9.18</td>\n",
       "      <td>9.31</td>\n",
       "      <td>9.28</td>\n",
       "      <td>52675.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>488682.4</td>\n",
       "      <td>10</td>\n",
       "      <td>0.31</td>\n",
       "      <td>0.13</td>\n",
       "      <td>3.44</td>\n",
       "      <td>1.42</td>\n",
       "      <td>0.35</td>\n",
       "      <td>9.79</td>\n",
       "      <td>9.56</td>\n",
       "      <td>10.62</td>\n",
       "      <td>8.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>170</th>\n",
       "      <td>171</td>\n",
       "      <td>NICL</td>\n",
       "      <td>55.19</td>\n",
       "      <td>899.6</td>\n",
       "      <td>899.6</td>\n",
       "      <td>861.0</td>\n",
       "      <td>870.0</td>\n",
       "      <td>874.42</td>\n",
       "      <td>99302.0</td>\n",
       "      <td>882.0</td>\n",
       "      <td>86831188.1</td>\n",
       "      <td>529</td>\n",
       "      <td>-12.0</td>\n",
       "      <td>38.6</td>\n",
       "      <td>-1.36</td>\n",
       "      <td>4.48</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>768.86</td>\n",
       "      <td>687.89</td>\n",
       "      <td>907.0</td>\n",
       "      <td>395.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>171</th>\n",
       "      <td>172</td>\n",
       "      <td>NICLBSL</td>\n",
       "      <td>58.32</td>\n",
       "      <td>606.7</td>\n",
       "      <td>618.8</td>\n",
       "      <td>583.1</td>\n",
       "      <td>605.0</td>\n",
       "      <td>595.88</td>\n",
       "      <td>16312.0</td>\n",
       "      <td>619.0</td>\n",
       "      <td>9719965.0</td>\n",
       "      <td>193</td>\n",
       "      <td>-14.0</td>\n",
       "      <td>35.7</td>\n",
       "      <td>-2.26</td>\n",
       "      <td>6.12</td>\n",
       "      <td>1.51</td>\n",
       "      <td>650.39</td>\n",
       "      <td>621.99</td>\n",
       "      <td>878.0</td>\n",
       "      <td>516.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>172</th>\n",
       "      <td>173</td>\n",
       "      <td>NICSF</td>\n",
       "      <td>38.35</td>\n",
       "      <td>8.15</td>\n",
       "      <td>8.28</td>\n",
       "      <td>8.06</td>\n",
       "      <td>8.2</td>\n",
       "      <td>8.18</td>\n",
       "      <td>27350.0</td>\n",
       "      <td>8.19</td>\n",
       "      <td>223802.0</td>\n",
       "      <td>16</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.12</td>\n",
       "      <td>2.73</td>\n",
       "      <td>0.21</td>\n",
       "      <td>8.28</td>\n",
       "      <td>8.14</td>\n",
       "      <td>9.49</td>\n",
       "      <td>7.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>174</td>\n",
       "      <td>NIFRA</td>\n",
       "      <td>59.78</td>\n",
       "      <td>205.0</td>\n",
       "      <td>205.0</td>\n",
       "      <td>194.1</td>\n",
       "      <td>197.0</td>\n",
       "      <td>198.43</td>\n",
       "      <td>220301.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>43714791.5</td>\n",
       "      <td>1193</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>10.9</td>\n",
       "      <td>-1.99</td>\n",
       "      <td>5.62</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>205.43</td>\n",
       "      <td>208.41</td>\n",
       "      <td>261.0</td>\n",
       "      <td>176.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>174</th>\n",
       "      <td>175</td>\n",
       "      <td>NIL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>846.0</td>\n",
       "      <td>846.6</td>\n",
       "      <td>814.5</td>\n",
       "      <td>827.1</td>\n",
       "      <td>828.82</td>\n",
       "      <td>23244.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>19265140.8</td>\n",
       "      <td>214</td>\n",
       "      <td>-2.9</td>\n",
       "      <td>32.1</td>\n",
       "      <td>-0.35</td>\n",
       "      <td>3.94</td>\n",
       "      <td>-0.21</td>\n",
       "      <td>845.07</td>\n",
       "      <td>812.2</td>\n",
       "      <td>946.0</td>\n",
       "      <td>699.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>176</td>\n",
       "      <td>NIMB</td>\n",
       "      <td>56.98</td>\n",
       "      <td>185.0</td>\n",
       "      <td>186.0</td>\n",
       "      <td>178.5</td>\n",
       "      <td>182.0</td>\n",
       "      <td>182.95</td>\n",
       "      <td>141168.0</td>\n",
       "      <td>182.0</td>\n",
       "      <td>25826109.6</td>\n",
       "      <td>553</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.2</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>179.29</td>\n",
       "      <td>181.6</td>\n",
       "      <td>232.2</td>\n",
       "      <td>170.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>176</th>\n",
       "      <td>177</td>\n",
       "      <td>NIMBPO</td>\n",
       "      <td>53.54</td>\n",
       "      <td>151.9</td>\n",
       "      <td>151.9</td>\n",
       "      <td>143.1</td>\n",
       "      <td>145.0</td>\n",
       "      <td>145.69</td>\n",
       "      <td>38968.0</td>\n",
       "      <td>151.9</td>\n",
       "      <td>5677120.2</td>\n",
       "      <td>21</td>\n",
       "      <td>-6.9</td>\n",
       "      <td>8.8</td>\n",
       "      <td>-4.54</td>\n",
       "      <td>6.15</td>\n",
       "      <td>-0.47</td>\n",
       "      <td>151.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>189.3</td>\n",
       "      <td>107.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>177</th>\n",
       "      <td>178</td>\n",
       "      <td>NLBBL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>544.0</td>\n",
       "      <td>544.0</td>\n",
       "      <td>505.0</td>\n",
       "      <td>538.8</td>\n",
       "      <td>524.99</td>\n",
       "      <td>12936.0</td>\n",
       "      <td>534.0</td>\n",
       "      <td>6791214.7</td>\n",
       "      <td>145</td>\n",
       "      <td>4.8</td>\n",
       "      <td>39.0</td>\n",
       "      <td>0.9</td>\n",
       "      <td>7.72</td>\n",
       "      <td>2.56</td>\n",
       "      <td>607.07</td>\n",
       "      <td>602.2</td>\n",
       "      <td>1060.8</td>\n",
       "      <td>480.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>178</th>\n",
       "      <td>179</td>\n",
       "      <td>NLG</td>\n",
       "      <td>57.31</td>\n",
       "      <td>827.0</td>\n",
       "      <td>840.0</td>\n",
       "      <td>799.0</td>\n",
       "      <td>826.4</td>\n",
       "      <td>815.81</td>\n",
       "      <td>59083.0</td>\n",
       "      <td>811.0</td>\n",
       "      <td>48200725.7</td>\n",
       "      <td>252</td>\n",
       "      <td>15.4</td>\n",
       "      <td>41.0</td>\n",
       "      <td>1.9</td>\n",
       "      <td>5.13</td>\n",
       "      <td>1.28</td>\n",
       "      <td>773.75</td>\n",
       "      <td>722.64</td>\n",
       "      <td>940.0</td>\n",
       "      <td>455.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>179</th>\n",
       "      <td>180</td>\n",
       "      <td>NLIC</td>\n",
       "      <td>56.04</td>\n",
       "      <td>698.7</td>\n",
       "      <td>709.0</td>\n",
       "      <td>670.0</td>\n",
       "      <td>676.0</td>\n",
       "      <td>682.93</td>\n",
       "      <td>87743.0</td>\n",
       "      <td>685.0</td>\n",
       "      <td>59922502.3</td>\n",
       "      <td>627</td>\n",
       "      <td>-9.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>-1.31</td>\n",
       "      <td>5.82</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>695.41</td>\n",
       "      <td>683.78</td>\n",
       "      <td>820.0</td>\n",
       "      <td>593.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>180</th>\n",
       "      <td>181</td>\n",
       "      <td>NLICL</td>\n",
       "      <td>56.86</td>\n",
       "      <td>612.1</td>\n",
       "      <td>624.0</td>\n",
       "      <td>592.0</td>\n",
       "      <td>594.0</td>\n",
       "      <td>602.92</td>\n",
       "      <td>37709.0</td>\n",
       "      <td>600.1</td>\n",
       "      <td>22735641.6</td>\n",
       "      <td>250</td>\n",
       "      <td>-6.1</td>\n",
       "      <td>32.0</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>5.41</td>\n",
       "      <td>-1.5</td>\n",
       "      <td>593.43</td>\n",
       "      <td>586.52</td>\n",
       "      <td>705.0</td>\n",
       "      <td>492.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>182</td>\n",
       "      <td>NMB</td>\n",
       "      <td>59.78</td>\n",
       "      <td>212.0</td>\n",
       "      <td>215.0</td>\n",
       "      <td>200.4</td>\n",
       "      <td>211.5</td>\n",
       "      <td>209.25</td>\n",
       "      <td>115415.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>24150569.8</td>\n",
       "      <td>357</td>\n",
       "      <td>3.5</td>\n",
       "      <td>14.6</td>\n",
       "      <td>1.68</td>\n",
       "      <td>7.29</td>\n",
       "      <td>1.06</td>\n",
       "      <td>219.98</td>\n",
       "      <td>223.14</td>\n",
       "      <td>268.2</td>\n",
       "      <td>193.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>182</th>\n",
       "      <td>183</td>\n",
       "      <td>NMB50</td>\n",
       "      <td>55.02</td>\n",
       "      <td>9.28</td>\n",
       "      <td>9.28</td>\n",
       "      <td>9.2</td>\n",
       "      <td>9.28</td>\n",
       "      <td>9.23</td>\n",
       "      <td>8500.0</td>\n",
       "      <td>9.1</td>\n",
       "      <td>78480.0</td>\n",
       "      <td>9</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.08</td>\n",
       "      <td>1.98</td>\n",
       "      <td>0.87</td>\n",
       "      <td>0.51</td>\n",
       "      <td>10.06</td>\n",
       "      <td>9.76</td>\n",
       "      <td>11.5</td>\n",
       "      <td>8.28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>183</th>\n",
       "      <td>184</td>\n",
       "      <td>NMBD2085</td>\n",
       "      <td>49.76</td>\n",
       "      <td>965.0</td>\n",
       "      <td>984.0</td>\n",
       "      <td>965.0</td>\n",
       "      <td>984.0</td>\n",
       "      <td>973.72</td>\n",
       "      <td>90.0</td>\n",
       "      <td>961.8</td>\n",
       "      <td>87635.0</td>\n",
       "      <td>4</td>\n",
       "      <td>22.2</td>\n",
       "      <td>19.0</td>\n",
       "      <td>2.31</td>\n",
       "      <td>1.97</td>\n",
       "      <td>1.04</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1001.0</td>\n",
       "      <td>878.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>184</th>\n",
       "      <td>185</td>\n",
       "      <td>NMBD87/88</td>\n",
       "      <td>55.39</td>\n",
       "      <td>847.0</td>\n",
       "      <td>855.0</td>\n",
       "      <td>847.0</td>\n",
       "      <td>855.0</td>\n",
       "      <td>851.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>847.0</td>\n",
       "      <td>42550.0</td>\n",
       "      <td>2</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.94</td>\n",
       "      <td>0.94</td>\n",
       "      <td>0.47</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>980.0</td>\n",
       "      <td>747.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>185</th>\n",
       "      <td>186</td>\n",
       "      <td>NMBMF</td>\n",
       "      <td>57.04</td>\n",
       "      <td>495.0</td>\n",
       "      <td>500.0</td>\n",
       "      <td>488.0</td>\n",
       "      <td>499.0</td>\n",
       "      <td>490.9</td>\n",
       "      <td>3269.0</td>\n",
       "      <td>486.5</td>\n",
       "      <td>1604736.3</td>\n",
       "      <td>44</td>\n",
       "      <td>12.5</td>\n",
       "      <td>12.0</td>\n",
       "      <td>2.57</td>\n",
       "      <td>2.46</td>\n",
       "      <td>1.62</td>\n",
       "      <td>545.56</td>\n",
       "      <td>538.77</td>\n",
       "      <td>830.0</td>\n",
       "      <td>463.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>186</th>\n",
       "      <td>187</td>\n",
       "      <td>NMFBS</td>\n",
       "      <td>53.92</td>\n",
       "      <td>944.9</td>\n",
       "      <td>992.4</td>\n",
       "      <td>944.9</td>\n",
       "      <td>975.0</td>\n",
       "      <td>969.19</td>\n",
       "      <td>4472.0</td>\n",
       "      <td>926.6</td>\n",
       "      <td>4334197.7</td>\n",
       "      <td>106</td>\n",
       "      <td>48.4</td>\n",
       "      <td>47.5</td>\n",
       "      <td>5.22</td>\n",
       "      <td>5.03</td>\n",
       "      <td>0.6</td>\n",
       "      <td>1141.71</td>\n",
       "      <td>1343.56</td>\n",
       "      <td>2420.0</td>\n",
       "      <td>901.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>187</th>\n",
       "      <td>188</td>\n",
       "      <td>NRIC</td>\n",
       "      <td>55.5</td>\n",
       "      <td>655.0</td>\n",
       "      <td>668.0</td>\n",
       "      <td>632.1</td>\n",
       "      <td>638.1</td>\n",
       "      <td>641.83</td>\n",
       "      <td>47546.0</td>\n",
       "      <td>648.0</td>\n",
       "      <td>30516656.1</td>\n",
       "      <td>525</td>\n",
       "      <td>-9.9</td>\n",
       "      <td>35.9</td>\n",
       "      <td>-1.53</td>\n",
       "      <td>5.68</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>695.12</td>\n",
       "      <td>703.03</td>\n",
       "      <td>927.0</td>\n",
       "      <td>585.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>189</td>\n",
       "      <td>NRM</td>\n",
       "      <td>55.48</td>\n",
       "      <td>260.0</td>\n",
       "      <td>266.0</td>\n",
       "      <td>241.3</td>\n",
       "      <td>261.0</td>\n",
       "      <td>255.31</td>\n",
       "      <td>118987.0</td>\n",
       "      <td>258.0</td>\n",
       "      <td>30378425.5</td>\n",
       "      <td>1343</td>\n",
       "      <td>3.0</td>\n",
       "      <td>24.7</td>\n",
       "      <td>1.16</td>\n",
       "      <td>10.24</td>\n",
       "      <td>2.18</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>354.7</td>\n",
       "      <td>205.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>189</th>\n",
       "      <td>190</td>\n",
       "      <td>NRN</td>\n",
       "      <td>59.47</td>\n",
       "      <td>327.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>310.0</td>\n",
       "      <td>318.0</td>\n",
       "      <td>317.92</td>\n",
       "      <td>152746.0</td>\n",
       "      <td>321.0</td>\n",
       "      <td>48561515.2</td>\n",
       "      <td>516</td>\n",
       "      <td>-3.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>5.48</td>\n",
       "      <td>0.02</td>\n",
       "      <td>449.68</td>\n",
       "      <td>451.4</td>\n",
       "      <td>580.0</td>\n",
       "      <td>280.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>191</td>\n",
       "      <td>NSIF2</td>\n",
       "      <td>43.2</td>\n",
       "      <td>8.46</td>\n",
       "      <td>8.75</td>\n",
       "      <td>8.46</td>\n",
       "      <td>8.75</td>\n",
       "      <td>8.59</td>\n",
       "      <td>1120.0</td>\n",
       "      <td>8.46</td>\n",
       "      <td>9624.0</td>\n",
       "      <td>10</td>\n",
       "      <td>0.29</td>\n",
       "      <td>0.29</td>\n",
       "      <td>3.43</td>\n",
       "      <td>3.43</td>\n",
       "      <td>1.8</td>\n",
       "      <td>8.92</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>7.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>191</th>\n",
       "      <td>192</td>\n",
       "      <td>NTC</td>\n",
       "      <td>57.12</td>\n",
       "      <td>900.0</td>\n",
       "      <td>900.0</td>\n",
       "      <td>866.0</td>\n",
       "      <td>880.0</td>\n",
       "      <td>883.31</td>\n",
       "      <td>30906.0</td>\n",
       "      <td>889.9</td>\n",
       "      <td>27299617.0</td>\n",
       "      <td>471</td>\n",
       "      <td>-9.9</td>\n",
       "      <td>34.0</td>\n",
       "      <td>-1.11</td>\n",
       "      <td>3.93</td>\n",
       "      <td>-0.38</td>\n",
       "      <td>863.02</td>\n",
       "      <td>843.36</td>\n",
       "      <td>985.0</td>\n",
       "      <td>758.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>193</td>\n",
       "      <td>NUBL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>612.0</td>\n",
       "      <td>612.0</td>\n",
       "      <td>577.0</td>\n",
       "      <td>589.0</td>\n",
       "      <td>588.54</td>\n",
       "      <td>31641.0</td>\n",
       "      <td>600.0</td>\n",
       "      <td>18621972.9</td>\n",
       "      <td>165</td>\n",
       "      <td>-11.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>-1.83</td>\n",
       "      <td>6.07</td>\n",
       "      <td>0.08</td>\n",
       "      <td>640.73</td>\n",
       "      <td>624.59</td>\n",
       "      <td>1132.0</td>\n",
       "      <td>512.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>194</td>\n",
       "      <td>NYADI</td>\n",
       "      <td>57.18</td>\n",
       "      <td>209.0</td>\n",
       "      <td>221.0</td>\n",
       "      <td>206.0</td>\n",
       "      <td>213.0</td>\n",
       "      <td>213.12</td>\n",
       "      <td>10282.0</td>\n",
       "      <td>209.0</td>\n",
       "      <td>2191282.7</td>\n",
       "      <td>187</td>\n",
       "      <td>4.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>1.91</td>\n",
       "      <td>7.28</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>235.55</td>\n",
       "      <td>259.43</td>\n",
       "      <td>372.3</td>\n",
       "      <td>176.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>195</td>\n",
       "      <td>OHL</td>\n",
       "      <td>46.64</td>\n",
       "      <td>808.8</td>\n",
       "      <td>808.8</td>\n",
       "      <td>765.0</td>\n",
       "      <td>765.0</td>\n",
       "      <td>772.8</td>\n",
       "      <td>6806.0</td>\n",
       "      <td>793.0</td>\n",
       "      <td>5259680.0</td>\n",
       "      <td>63</td>\n",
       "      <td>-28.0</td>\n",
       "      <td>43.8</td>\n",
       "      <td>-3.53</td>\n",
       "      <td>5.73</td>\n",
       "      <td>-1.02</td>\n",
       "      <td>743.33</td>\n",
       "      <td>680.89</td>\n",
       "      <td>842.0</td>\n",
       "      <td>467.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>196</td>\n",
       "      <td>PBD85</td>\n",
       "      <td>55.75</td>\n",
       "      <td>841.0</td>\n",
       "      <td>841.0</td>\n",
       "      <td>841.0</td>\n",
       "      <td>841.0</td>\n",
       "      <td>841.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>825.0</td>\n",
       "      <td>42050.0</td>\n",
       "      <td>3</td>\n",
       "      <td>16.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.94</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>811.44</td>\n",
       "      <td>0.0</td>\n",
       "      <td>846.0</td>\n",
       "      <td>759.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>197</td>\n",
       "      <td>PBD88</td>\n",
       "      <td>47.62</td>\n",
       "      <td>993.1</td>\n",
       "      <td>993.1</td>\n",
       "      <td>974.0</td>\n",
       "      <td>974.0</td>\n",
       "      <td>977.82</td>\n",
       "      <td>125.0</td>\n",
       "      <td>1013.0</td>\n",
       "      <td>122227.5</td>\n",
       "      <td>5</td>\n",
       "      <td>-39.0</td>\n",
       "      <td>19.1</td>\n",
       "      <td>-3.85</td>\n",
       "      <td>1.96</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>900.73</td>\n",
       "      <td>877.0</td>\n",
       "      <td>1013.0</td>\n",
       "      <td>790.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>197</th>\n",
       "      <td>198</td>\n",
       "      <td>PCBL</td>\n",
       "      <td>58.06</td>\n",
       "      <td>200.0</td>\n",
       "      <td>200.0</td>\n",
       "      <td>192.0</td>\n",
       "      <td>197.0</td>\n",
       "      <td>196.32</td>\n",
       "      <td>181810.0</td>\n",
       "      <td>199.9</td>\n",
       "      <td>35693098.1</td>\n",
       "      <td>464</td>\n",
       "      <td>-2.9</td>\n",
       "      <td>8.0</td>\n",
       "      <td>-1.45</td>\n",
       "      <td>4.17</td>\n",
       "      <td>0.34</td>\n",
       "      <td>189.48</td>\n",
       "      <td>192.09</td>\n",
       "      <td>247.0</td>\n",
       "      <td>176.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>198</th>\n",
       "      <td>199</td>\n",
       "      <td>PCBLP</td>\n",
       "      <td>36.12</td>\n",
       "      <td>144.1</td>\n",
       "      <td>144.1</td>\n",
       "      <td>144.1</td>\n",
       "      <td>144.1</td>\n",
       "      <td>144.1</td>\n",
       "      <td>80205.0</td>\n",
       "      <td>144.1</td>\n",
       "      <td>11557540.5</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>178.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>147.0</td>\n",
       "      <td>120.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>199</th>\n",
       "      <td>200</td>\n",
       "      <td>PFL</td>\n",
       "      <td>58.92</td>\n",
       "      <td>349.8</td>\n",
       "      <td>362.0</td>\n",
       "      <td>344.0</td>\n",
       "      <td>344.6</td>\n",
       "      <td>349.68</td>\n",
       "      <td>10280.0</td>\n",
       "      <td>343.0</td>\n",
       "      <td>3594736.5</td>\n",
       "      <td>101</td>\n",
       "      <td>1.6</td>\n",
       "      <td>18.0</td>\n",
       "      <td>0.47</td>\n",
       "      <td>5.23</td>\n",
       "      <td>-1.47</td>\n",
       "      <td>362.76</td>\n",
       "      <td>362.24</td>\n",
       "      <td>453.6</td>\n",
       "      <td>314.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>200</th>\n",
       "      <td>201</td>\n",
       "      <td>PHCL</td>\n",
       "      <td>57.73</td>\n",
       "      <td>252.0</td>\n",
       "      <td>267.3</td>\n",
       "      <td>233.0</td>\n",
       "      <td>262.0</td>\n",
       "      <td>246.92</td>\n",
       "      <td>40057.0</td>\n",
       "      <td>247.5</td>\n",
       "      <td>9890700.3</td>\n",
       "      <td>610</td>\n",
       "      <td>14.5</td>\n",
       "      <td>34.3</td>\n",
       "      <td>5.86</td>\n",
       "      <td>14.72</td>\n",
       "      <td>5.76</td>\n",
       "      <td>285.52</td>\n",
       "      <td>301.42</td>\n",
       "      <td>416.1</td>\n",
       "      <td>196.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>201</th>\n",
       "      <td>202</td>\n",
       "      <td>PMHPL</td>\n",
       "      <td>51.62</td>\n",
       "      <td>223.2</td>\n",
       "      <td>229.5</td>\n",
       "      <td>208.2</td>\n",
       "      <td>213.0</td>\n",
       "      <td>212.83</td>\n",
       "      <td>30742.0</td>\n",
       "      <td>218.9</td>\n",
       "      <td>6542953.4</td>\n",
       "      <td>165</td>\n",
       "      <td>-5.9</td>\n",
       "      <td>21.3</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>10.23</td>\n",
       "      <td>0.08</td>\n",
       "      <td>191.77</td>\n",
       "      <td>206.08</td>\n",
       "      <td>288.2</td>\n",
       "      <td>151.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>202</th>\n",
       "      <td>203</td>\n",
       "      <td>PPCL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>229.0</td>\n",
       "      <td>229.0</td>\n",
       "      <td>210.0</td>\n",
       "      <td>216.0</td>\n",
       "      <td>215.83</td>\n",
       "      <td>19196.0</td>\n",
       "      <td>225.0</td>\n",
       "      <td>4143067.9</td>\n",
       "      <td>113</td>\n",
       "      <td>-9.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>9.05</td>\n",
       "      <td>0.08</td>\n",
       "      <td>251.53</td>\n",
       "      <td>281.78</td>\n",
       "      <td>389.3</td>\n",
       "      <td>196.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>204</td>\n",
       "      <td>PPL</td>\n",
       "      <td>54.57</td>\n",
       "      <td>231.0</td>\n",
       "      <td>234.9</td>\n",
       "      <td>218.1</td>\n",
       "      <td>229.3</td>\n",
       "      <td>227.68</td>\n",
       "      <td>13410.0</td>\n",
       "      <td>231.0</td>\n",
       "      <td>3053193.0</td>\n",
       "      <td>303</td>\n",
       "      <td>-1.7</td>\n",
       "      <td>16.8</td>\n",
       "      <td>-0.74</td>\n",
       "      <td>7.7</td>\n",
       "      <td>0.71</td>\n",
       "      <td>241.87</td>\n",
       "      <td>256.86</td>\n",
       "      <td>336.0</td>\n",
       "      <td>190.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>205</td>\n",
       "      <td>PRIN</td>\n",
       "      <td>59.78</td>\n",
       "      <td>739.0</td>\n",
       "      <td>755.0</td>\n",
       "      <td>708.0</td>\n",
       "      <td>753.0</td>\n",
       "      <td>735.86</td>\n",
       "      <td>60952.0</td>\n",
       "      <td>733.0</td>\n",
       "      <td>44852386.6</td>\n",
       "      <td>257</td>\n",
       "      <td>20.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>2.73</td>\n",
       "      <td>6.64</td>\n",
       "      <td>2.28</td>\n",
       "      <td>670.18</td>\n",
       "      <td>604.14</td>\n",
       "      <td>798.0</td>\n",
       "      <td>378.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>206</td>\n",
       "      <td>PROFL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>311.0</td>\n",
       "      <td>312.0</td>\n",
       "      <td>288.2</td>\n",
       "      <td>295.0</td>\n",
       "      <td>295.64</td>\n",
       "      <td>73301.0</td>\n",
       "      <td>305.0</td>\n",
       "      <td>21670696.3</td>\n",
       "      <td>285</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>23.8</td>\n",
       "      <td>-3.28</td>\n",
       "      <td>8.26</td>\n",
       "      <td>-0.22</td>\n",
       "      <td>331.4</td>\n",
       "      <td>323.9</td>\n",
       "      <td>465.0</td>\n",
       "      <td>265.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>207</td>\n",
       "      <td>PRSF</td>\n",
       "      <td>47.42</td>\n",
       "      <td>7.85</td>\n",
       "      <td>8.23</td>\n",
       "      <td>7.85</td>\n",
       "      <td>8.23</td>\n",
       "      <td>8.15</td>\n",
       "      <td>11625.0</td>\n",
       "      <td>7.92</td>\n",
       "      <td>94750.75</td>\n",
       "      <td>9</td>\n",
       "      <td>0.31</td>\n",
       "      <td>0.38</td>\n",
       "      <td>3.91</td>\n",
       "      <td>4.84</td>\n",
       "      <td>0.96</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.06</td>\n",
       "      <td>7.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>208</td>\n",
       "      <td>PRVU</td>\n",
       "      <td>59.32</td>\n",
       "      <td>173.0</td>\n",
       "      <td>173.2</td>\n",
       "      <td>161.7</td>\n",
       "      <td>164.9</td>\n",
       "      <td>165.2</td>\n",
       "      <td>276466.0</td>\n",
       "      <td>169.9</td>\n",
       "      <td>45671242.7</td>\n",
       "      <td>1039</td>\n",
       "      <td>-5.0</td>\n",
       "      <td>11.5</td>\n",
       "      <td>-2.94</td>\n",
       "      <td>7.11</td>\n",
       "      <td>-0.18</td>\n",
       "      <td>162.77</td>\n",
       "      <td>165.79</td>\n",
       "      <td>228.0</td>\n",
       "      <td>152.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>208</th>\n",
       "      <td>209</td>\n",
       "      <td>PRVUPO</td>\n",
       "      <td>42.14</td>\n",
       "      <td>104.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>4267.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>443768.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>146.15</td>\n",
       "      <td>154.58</td>\n",
       "      <td>115.0</td>\n",
       "      <td>100.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>209</th>\n",
       "      <td>210</td>\n",
       "      <td>PSF</td>\n",
       "      <td>53.68</td>\n",
       "      <td>8.1</td>\n",
       "      <td>8.26</td>\n",
       "      <td>7.95</td>\n",
       "      <td>8.1</td>\n",
       "      <td>8.13</td>\n",
       "      <td>32433.0</td>\n",
       "      <td>7.95</td>\n",
       "      <td>263585.0</td>\n",
       "      <td>18</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.31</td>\n",
       "      <td>1.89</td>\n",
       "      <td>3.9</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>8.39</td>\n",
       "      <td>8.27</td>\n",
       "      <td>9.83</td>\n",
       "      <td>7.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>211</td>\n",
       "      <td>RADHI</td>\n",
       "      <td>58.94</td>\n",
       "      <td>227.0</td>\n",
       "      <td>231.1</td>\n",
       "      <td>211.2</td>\n",
       "      <td>218.1</td>\n",
       "      <td>219.39</td>\n",
       "      <td>82713.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>18146169.0</td>\n",
       "      <td>358</td>\n",
       "      <td>-8.9</td>\n",
       "      <td>19.9</td>\n",
       "      <td>-3.92</td>\n",
       "      <td>9.42</td>\n",
       "      <td>-0.59</td>\n",
       "      <td>224.94</td>\n",
       "      <td>234.1</td>\n",
       "      <td>306.0</td>\n",
       "      <td>195.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>212</td>\n",
       "      <td>RAWA</td>\n",
       "      <td>45.35</td>\n",
       "      <td>397.2</td>\n",
       "      <td>397.2</td>\n",
       "      <td>370.1</td>\n",
       "      <td>379.5</td>\n",
       "      <td>379.43</td>\n",
       "      <td>17255.0</td>\n",
       "      <td>389.5</td>\n",
       "      <td>6547074.0</td>\n",
       "      <td>175</td>\n",
       "      <td>-10.0</td>\n",
       "      <td>27.1</td>\n",
       "      <td>-2.57</td>\n",
       "      <td>7.32</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>422.0</td>\n",
       "      <td>249.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>213</td>\n",
       "      <td>RBCL</td>\n",
       "      <td>55.0</td>\n",
       "      <td>14050.0</td>\n",
       "      <td>14300.0</td>\n",
       "      <td>13906.0</td>\n",
       "      <td>14144.0</td>\n",
       "      <td>14062.07</td>\n",
       "      <td>285.0</td>\n",
       "      <td>13872.0</td>\n",
       "      <td>4007690.0</td>\n",
       "      <td>24</td>\n",
       "      <td>272.0</td>\n",
       "      <td>394.0</td>\n",
       "      <td>1.96</td>\n",
       "      <td>2.83</td>\n",
       "      <td>0.58</td>\n",
       "      <td>14650.81</td>\n",
       "      <td>14034.86</td>\n",
       "      <td>17140.0</td>\n",
       "      <td>12200.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>214</td>\n",
       "      <td>RBCLPO</td>\n",
       "      <td>54.85</td>\n",
       "      <td>11335.0</td>\n",
       "      <td>11650.0</td>\n",
       "      <td>11205.0</td>\n",
       "      <td>11401.0</td>\n",
       "      <td>11442.93</td>\n",
       "      <td>120.0</td>\n",
       "      <td>11566.0</td>\n",
       "      <td>1373151.0</td>\n",
       "      <td>9</td>\n",
       "      <td>-165.0</td>\n",
       "      <td>445.0</td>\n",
       "      <td>-1.43</td>\n",
       "      <td>3.97</td>\n",
       "      <td>-0.37</td>\n",
       "      <td>12545.03</td>\n",
       "      <td>12031.13</td>\n",
       "      <td>15909.9</td>\n",
       "      <td>9860.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>215</td>\n",
       "      <td>RFPL</td>\n",
       "      <td>58.32</td>\n",
       "      <td>238.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>220.7</td>\n",
       "      <td>223.5</td>\n",
       "      <td>225.83</td>\n",
       "      <td>18175.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>4104442.5</td>\n",
       "      <td>333</td>\n",
       "      <td>-10.5</td>\n",
       "      <td>17.3</td>\n",
       "      <td>-4.49</td>\n",
       "      <td>7.84</td>\n",
       "      <td>-1.04</td>\n",
       "      <td>235.43</td>\n",
       "      <td>248.49</td>\n",
       "      <td>325.0</td>\n",
       "      <td>193.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>216</td>\n",
       "      <td>RHGCL</td>\n",
       "      <td>58.83</td>\n",
       "      <td>220.0</td>\n",
       "      <td>224.4</td>\n",
       "      <td>205.1</td>\n",
       "      <td>215.0</td>\n",
       "      <td>214.56</td>\n",
       "      <td>23814.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>5109598.5</td>\n",
       "      <td>294</td>\n",
       "      <td>-5.0</td>\n",
       "      <td>19.3</td>\n",
       "      <td>-2.27</td>\n",
       "      <td>9.41</td>\n",
       "      <td>0.2</td>\n",
       "      <td>229.09</td>\n",
       "      <td>252.97</td>\n",
       "      <td>406.0</td>\n",
       "      <td>184.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>217</td>\n",
       "      <td>RHPL</td>\n",
       "      <td>57.81</td>\n",
       "      <td>260.0</td>\n",
       "      <td>270.0</td>\n",
       "      <td>255.0</td>\n",
       "      <td>265.0</td>\n",
       "      <td>261.66</td>\n",
       "      <td>54495.0</td>\n",
       "      <td>255.0</td>\n",
       "      <td>14259355.3</td>\n",
       "      <td>288</td>\n",
       "      <td>10.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>3.92</td>\n",
       "      <td>5.88</td>\n",
       "      <td>1.26</td>\n",
       "      <td>282.51</td>\n",
       "      <td>287.05</td>\n",
       "      <td>371.0</td>\n",
       "      <td>220.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>218</td>\n",
       "      <td>RIDI</td>\n",
       "      <td>59.0</td>\n",
       "      <td>205.0</td>\n",
       "      <td>209.0</td>\n",
       "      <td>195.0</td>\n",
       "      <td>199.0</td>\n",
       "      <td>198.92</td>\n",
       "      <td>61542.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>12241823.3</td>\n",
       "      <td>376</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>7.18</td>\n",
       "      <td>0.04</td>\n",
       "      <td>222.55</td>\n",
       "      <td>250.6</td>\n",
       "      <td>619.0</td>\n",
       "      <td>176.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>219</td>\n",
       "      <td>RLFL</td>\n",
       "      <td>52.63</td>\n",
       "      <td>355.0</td>\n",
       "      <td>355.0</td>\n",
       "      <td>336.7</td>\n",
       "      <td>344.0</td>\n",
       "      <td>343.4</td>\n",
       "      <td>57781.0</td>\n",
       "      <td>352.0</td>\n",
       "      <td>19842165.4</td>\n",
       "      <td>258</td>\n",
       "      <td>-8.0</td>\n",
       "      <td>18.3</td>\n",
       "      <td>-2.27</td>\n",
       "      <td>5.44</td>\n",
       "      <td>0.17</td>\n",
       "      <td>330.8</td>\n",
       "      <td>319.35</td>\n",
       "      <td>404.0</td>\n",
       "      <td>268.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>220</td>\n",
       "      <td>RMF1</td>\n",
       "      <td>59.78</td>\n",
       "      <td>7.4</td>\n",
       "      <td>7.44</td>\n",
       "      <td>7.26</td>\n",
       "      <td>7.35</td>\n",
       "      <td>7.35</td>\n",
       "      <td>96526.0</td>\n",
       "      <td>7.46</td>\n",
       "      <td>709785.4</td>\n",
       "      <td>17</td>\n",
       "      <td>-0.11</td>\n",
       "      <td>0.18</td>\n",
       "      <td>-1.47</td>\n",
       "      <td>2.48</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>7.36</td>\n",
       "      <td>7.39</td>\n",
       "      <td>8.47</td>\n",
       "      <td>6.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>221</td>\n",
       "      <td>RMF2</td>\n",
       "      <td>56.83</td>\n",
       "      <td>7.55</td>\n",
       "      <td>7.7</td>\n",
       "      <td>7.46</td>\n",
       "      <td>7.7</td>\n",
       "      <td>7.55</td>\n",
       "      <td>4000.0</td>\n",
       "      <td>7.55</td>\n",
       "      <td>30204.0</td>\n",
       "      <td>6</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.24</td>\n",
       "      <td>1.99</td>\n",
       "      <td>3.22</td>\n",
       "      <td>1.94</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.64</td>\n",
       "      <td>7.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>221</th>\n",
       "      <td>222</td>\n",
       "      <td>RNLI</td>\n",
       "      <td>52.19</td>\n",
       "      <td>520.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>494.0</td>\n",
       "      <td>519.6</td>\n",
       "      <td>509.63</td>\n",
       "      <td>325267.0</td>\n",
       "      <td>514.0</td>\n",
       "      <td>165766860.7</td>\n",
       "      <td>5120</td>\n",
       "      <td>5.6</td>\n",
       "      <td>26.0</td>\n",
       "      <td>1.09</td>\n",
       "      <td>5.26</td>\n",
       "      <td>1.92</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>535.2</td>\n",
       "      <td>390.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222</th>\n",
       "      <td>223</td>\n",
       "      <td>RSDC</td>\n",
       "      <td>58.13</td>\n",
       "      <td>523.4</td>\n",
       "      <td>527.0</td>\n",
       "      <td>512.0</td>\n",
       "      <td>517.0</td>\n",
       "      <td>517.12</td>\n",
       "      <td>7914.0</td>\n",
       "      <td>534.0</td>\n",
       "      <td>4092460.7</td>\n",
       "      <td>75</td>\n",
       "      <td>-17.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>-3.18</td>\n",
       "      <td>2.93</td>\n",
       "      <td>-0.02</td>\n",
       "      <td>564.26</td>\n",
       "      <td>541.57</td>\n",
       "      <td>693.0</td>\n",
       "      <td>461.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>223</th>\n",
       "      <td>224</td>\n",
       "      <td>RURU</td>\n",
       "      <td>52.25</td>\n",
       "      <td>715.0</td>\n",
       "      <td>743.7</td>\n",
       "      <td>707.1</td>\n",
       "      <td>715.0</td>\n",
       "      <td>722.16</td>\n",
       "      <td>565.0</td>\n",
       "      <td>701.0</td>\n",
       "      <td>408018.0</td>\n",
       "      <td>34</td>\n",
       "      <td>14.0</td>\n",
       "      <td>36.6</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.18</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>754.6</td>\n",
       "      <td>749.24</td>\n",
       "      <td>875.0</td>\n",
       "      <td>674.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>224</th>\n",
       "      <td>225</td>\n",
       "      <td>SABSL</td>\n",
       "      <td>48.35</td>\n",
       "      <td>580.0</td>\n",
       "      <td>595.2</td>\n",
       "      <td>575.0</td>\n",
       "      <td>595.0</td>\n",
       "      <td>583.41</td>\n",
       "      <td>339.0</td>\n",
       "      <td>583.6</td>\n",
       "      <td>197777.2</td>\n",
       "      <td>19</td>\n",
       "      <td>11.4</td>\n",
       "      <td>20.2</td>\n",
       "      <td>1.95</td>\n",
       "      <td>3.51</td>\n",
       "      <td>1.95</td>\n",
       "      <td>635.14</td>\n",
       "      <td>634.3</td>\n",
       "      <td>1083.0</td>\n",
       "      <td>522.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>226</td>\n",
       "      <td>SADBL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>294.0</td>\n",
       "      <td>295.8</td>\n",
       "      <td>284.3</td>\n",
       "      <td>292.0</td>\n",
       "      <td>290.04</td>\n",
       "      <td>48079.0</td>\n",
       "      <td>290.0</td>\n",
       "      <td>13944953.8</td>\n",
       "      <td>147</td>\n",
       "      <td>2.0</td>\n",
       "      <td>11.5</td>\n",
       "      <td>0.69</td>\n",
       "      <td>4.05</td>\n",
       "      <td>0.67</td>\n",
       "      <td>306.0</td>\n",
       "      <td>301.29</td>\n",
       "      <td>367.2</td>\n",
       "      <td>263.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>227</td>\n",
       "      <td>SAEF</td>\n",
       "      <td>59.32</td>\n",
       "      <td>9.61</td>\n",
       "      <td>9.61</td>\n",
       "      <td>9.3</td>\n",
       "      <td>9.53</td>\n",
       "      <td>9.41</td>\n",
       "      <td>199193.0</td>\n",
       "      <td>9.43</td>\n",
       "      <td>1874560.01</td>\n",
       "      <td>29</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.31</td>\n",
       "      <td>1.06</td>\n",
       "      <td>3.33</td>\n",
       "      <td>1.25</td>\n",
       "      <td>10.54</td>\n",
       "      <td>10.45</td>\n",
       "      <td>12.3</td>\n",
       "      <td>8.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>228</td>\n",
       "      <td>SAGF</td>\n",
       "      <td>40.92</td>\n",
       "      <td>7.8</td>\n",
       "      <td>7.86</td>\n",
       "      <td>7.8</td>\n",
       "      <td>7.86</td>\n",
       "      <td>7.83</td>\n",
       "      <td>1400.0</td>\n",
       "      <td>7.95</td>\n",
       "      <td>10960.0</td>\n",
       "      <td>13</td>\n",
       "      <td>-0.09</td>\n",
       "      <td>0.06</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>0.77</td>\n",
       "      <td>0.4</td>\n",
       "      <td>8.08</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>7.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>228</th>\n",
       "      <td>229</td>\n",
       "      <td>SAHAS</td>\n",
       "      <td>49.83</td>\n",
       "      <td>488.4</td>\n",
       "      <td>488.4</td>\n",
       "      <td>457.0</td>\n",
       "      <td>468.0</td>\n",
       "      <td>467.58</td>\n",
       "      <td>22822.0</td>\n",
       "      <td>478.9</td>\n",
       "      <td>10671220.3</td>\n",
       "      <td>437</td>\n",
       "      <td>-10.9</td>\n",
       "      <td>31.4</td>\n",
       "      <td>-2.28</td>\n",
       "      <td>6.87</td>\n",
       "      <td>0.09</td>\n",
       "      <td>459.4</td>\n",
       "      <td>478.89</td>\n",
       "      <td>616.0</td>\n",
       "      <td>402.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>229</th>\n",
       "      <td>230</td>\n",
       "      <td>SALICO</td>\n",
       "      <td>59.23</td>\n",
       "      <td>727.2</td>\n",
       "      <td>727.2</td>\n",
       "      <td>696.0</td>\n",
       "      <td>720.0</td>\n",
       "      <td>710.12</td>\n",
       "      <td>37663.0</td>\n",
       "      <td>713.0</td>\n",
       "      <td>26745266.9</td>\n",
       "      <td>206</td>\n",
       "      <td>7.0</td>\n",
       "      <td>31.2</td>\n",
       "      <td>0.98</td>\n",
       "      <td>4.48</td>\n",
       "      <td>1.37</td>\n",
       "      <td>707.47</td>\n",
       "      <td>0.0</td>\n",
       "      <td>805.0</td>\n",
       "      <td>551.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>230</th>\n",
       "      <td>231</td>\n",
       "      <td>SANIMA</td>\n",
       "      <td>59.26</td>\n",
       "      <td>257.8</td>\n",
       "      <td>258.0</td>\n",
       "      <td>246.3</td>\n",
       "      <td>251.0</td>\n",
       "      <td>250.79</td>\n",
       "      <td>57288.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>14367521.6</td>\n",
       "      <td>342</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>11.7</td>\n",
       "      <td>-0.79</td>\n",
       "      <td>4.75</td>\n",
       "      <td>0.08</td>\n",
       "      <td>265.74</td>\n",
       "      <td>257.46</td>\n",
       "      <td>310.0</td>\n",
       "      <td>222.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>232</td>\n",
       "      <td>SAPDBL</td>\n",
       "      <td>54.89</td>\n",
       "      <td>254.8</td>\n",
       "      <td>254.8</td>\n",
       "      <td>237.3</td>\n",
       "      <td>245.0</td>\n",
       "      <td>242.62</td>\n",
       "      <td>10207.0</td>\n",
       "      <td>249.9</td>\n",
       "      <td>2476379.4</td>\n",
       "      <td>61</td>\n",
       "      <td>-4.9</td>\n",
       "      <td>17.5</td>\n",
       "      <td>-1.96</td>\n",
       "      <td>7.37</td>\n",
       "      <td>0.97</td>\n",
       "      <td>240.18</td>\n",
       "      <td>239.25</td>\n",
       "      <td>305.0</td>\n",
       "      <td>211.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>233</td>\n",
       "      <td>SBCF</td>\n",
       "      <td>44.84</td>\n",
       "      <td>7.21</td>\n",
       "      <td>7.83</td>\n",
       "      <td>7.21</td>\n",
       "      <td>7.83</td>\n",
       "      <td>7.52</td>\n",
       "      <td>13620.0</td>\n",
       "      <td>7.25</td>\n",
       "      <td>102474.6</td>\n",
       "      <td>16</td>\n",
       "      <td>0.58</td>\n",
       "      <td>0.62</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.6</td>\n",
       "      <td>3.91</td>\n",
       "      <td>7.55</td>\n",
       "      <td>7.53</td>\n",
       "      <td>9.68</td>\n",
       "      <td>6.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>234</td>\n",
       "      <td>SBD87</td>\n",
       "      <td>44.7</td>\n",
       "      <td>848.0</td>\n",
       "      <td>860.0</td>\n",
       "      <td>842.8</td>\n",
       "      <td>842.8</td>\n",
       "      <td>847.08</td>\n",
       "      <td>185.0</td>\n",
       "      <td>865.0</td>\n",
       "      <td>156710.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-22.2</td>\n",
       "      <td>17.2</td>\n",
       "      <td>-2.57</td>\n",
       "      <td>2.04</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>806.02</td>\n",
       "      <td>859.7</td>\n",
       "      <td>865.0</td>\n",
       "      <td>739.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>235</td>\n",
       "      <td>SBI</td>\n",
       "      <td>59.78</td>\n",
       "      <td>328.6</td>\n",
       "      <td>329.0</td>\n",
       "      <td>302.4</td>\n",
       "      <td>311.9</td>\n",
       "      <td>313.11</td>\n",
       "      <td>64983.0</td>\n",
       "      <td>328.6</td>\n",
       "      <td>20346820.3</td>\n",
       "      <td>204</td>\n",
       "      <td>-16.7</td>\n",
       "      <td>26.6</td>\n",
       "      <td>-5.08</td>\n",
       "      <td>8.8</td>\n",
       "      <td>-0.39</td>\n",
       "      <td>327.03</td>\n",
       "      <td>324.87</td>\n",
       "      <td>378.4</td>\n",
       "      <td>269.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>236</td>\n",
       "      <td>SBIBD86</td>\n",
       "      <td>43.28</td>\n",
       "      <td>912.0</td>\n",
       "      <td>912.0</td>\n",
       "      <td>912.0</td>\n",
       "      <td>912.0</td>\n",
       "      <td>912.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>901.1</td>\n",
       "      <td>22800.0</td>\n",
       "      <td>1</td>\n",
       "      <td>10.9</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.21</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>976.68</td>\n",
       "      <td>998.61</td>\n",
       "      <td>984.0</td>\n",
       "      <td>825.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>237</td>\n",
       "      <td>SBL</td>\n",
       "      <td>55.9</td>\n",
       "      <td>240.1</td>\n",
       "      <td>248.0</td>\n",
       "      <td>237.2</td>\n",
       "      <td>242.9</td>\n",
       "      <td>242.27</td>\n",
       "      <td>49490.0</td>\n",
       "      <td>245.0</td>\n",
       "      <td>11989877.3</td>\n",
       "      <td>211</td>\n",
       "      <td>-2.1</td>\n",
       "      <td>10.8</td>\n",
       "      <td>-0.86</td>\n",
       "      <td>4.55</td>\n",
       "      <td>0.26</td>\n",
       "      <td>250.96</td>\n",
       "      <td>252.63</td>\n",
       "      <td>341.5</td>\n",
       "      <td>223.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>238</td>\n",
       "      <td>SCB</td>\n",
       "      <td>57.49</td>\n",
       "      <td>540.0</td>\n",
       "      <td>540.6</td>\n",
       "      <td>520.1</td>\n",
       "      <td>527.0</td>\n",
       "      <td>529.97</td>\n",
       "      <td>45382.0</td>\n",
       "      <td>530.0</td>\n",
       "      <td>24050873.6</td>\n",
       "      <td>249</td>\n",
       "      <td>-3.0</td>\n",
       "      <td>20.5</td>\n",
       "      <td>-0.57</td>\n",
       "      <td>3.94</td>\n",
       "      <td>-0.56</td>\n",
       "      <td>536.63</td>\n",
       "      <td>531.21</td>\n",
       "      <td>582.0</td>\n",
       "      <td>392.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>239</td>\n",
       "      <td>SDLBSL</td>\n",
       "      <td>58.52</td>\n",
       "      <td>555.9</td>\n",
       "      <td>561.0</td>\n",
       "      <td>528.4</td>\n",
       "      <td>535.1</td>\n",
       "      <td>546.76</td>\n",
       "      <td>1530.0</td>\n",
       "      <td>545.0</td>\n",
       "      <td>836535.2</td>\n",
       "      <td>39</td>\n",
       "      <td>-9.9</td>\n",
       "      <td>32.6</td>\n",
       "      <td>-1.82</td>\n",
       "      <td>6.17</td>\n",
       "      <td>-2.18</td>\n",
       "      <td>638.14</td>\n",
       "      <td>643.1</td>\n",
       "      <td>1080.0</td>\n",
       "      <td>519.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>239</th>\n",
       "      <td>240</td>\n",
       "      <td>SEF</td>\n",
       "      <td>57.39</td>\n",
       "      <td>7.9</td>\n",
       "      <td>8.25</td>\n",
       "      <td>7.9</td>\n",
       "      <td>8.25</td>\n",
       "      <td>8.13</td>\n",
       "      <td>77600.0</td>\n",
       "      <td>7.75</td>\n",
       "      <td>630861.0</td>\n",
       "      <td>14</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.35</td>\n",
       "      <td>6.45</td>\n",
       "      <td>4.43</td>\n",
       "      <td>1.46</td>\n",
       "      <td>8.33</td>\n",
       "      <td>8.29</td>\n",
       "      <td>9.43</td>\n",
       "      <td>7.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>241</td>\n",
       "      <td>SFCL</td>\n",
       "      <td>53.69</td>\n",
       "      <td>294.9</td>\n",
       "      <td>295.0</td>\n",
       "      <td>280.3</td>\n",
       "      <td>285.0</td>\n",
       "      <td>285.68</td>\n",
       "      <td>28879.0</td>\n",
       "      <td>290.0</td>\n",
       "      <td>8250116.8</td>\n",
       "      <td>133</td>\n",
       "      <td>-5.0</td>\n",
       "      <td>14.7</td>\n",
       "      <td>-1.72</td>\n",
       "      <td>5.24</td>\n",
       "      <td>-0.24</td>\n",
       "      <td>285.45</td>\n",
       "      <td>283.8</td>\n",
       "      <td>375.0</td>\n",
       "      <td>237.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>241</th>\n",
       "      <td>242</td>\n",
       "      <td>SFEF</td>\n",
       "      <td>42.63</td>\n",
       "      <td>7.75</td>\n",
       "      <td>8.0</td>\n",
       "      <td>7.75</td>\n",
       "      <td>8.0</td>\n",
       "      <td>7.86</td>\n",
       "      <td>900.0</td>\n",
       "      <td>7.72</td>\n",
       "      <td>7076.0</td>\n",
       "      <td>8</td>\n",
       "      <td>0.28</td>\n",
       "      <td>0.25</td>\n",
       "      <td>3.63</td>\n",
       "      <td>3.23</td>\n",
       "      <td>1.72</td>\n",
       "      <td>8.05</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>7.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>242</th>\n",
       "      <td>243</td>\n",
       "      <td>SFMF</td>\n",
       "      <td>39.53</td>\n",
       "      <td>9.1</td>\n",
       "      <td>9.3</td>\n",
       "      <td>9.1</td>\n",
       "      <td>9.2</td>\n",
       "      <td>9.23</td>\n",
       "      <td>15700.0</td>\n",
       "      <td>8.93</td>\n",
       "      <td>144928.0</td>\n",
       "      <td>6</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.2</td>\n",
       "      <td>3.02</td>\n",
       "      <td>2.2</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>10.35</td>\n",
       "      <td>10.19</td>\n",
       "      <td>11.67</td>\n",
       "      <td>8.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>243</th>\n",
       "      <td>244</td>\n",
       "      <td>SGHC</td>\n",
       "      <td>53.53</td>\n",
       "      <td>252.0</td>\n",
       "      <td>257.0</td>\n",
       "      <td>231.4</td>\n",
       "      <td>239.9</td>\n",
       "      <td>240.24</td>\n",
       "      <td>10005.0</td>\n",
       "      <td>248.0</td>\n",
       "      <td>2403639.5</td>\n",
       "      <td>227</td>\n",
       "      <td>-8.1</td>\n",
       "      <td>25.6</td>\n",
       "      <td>-3.27</td>\n",
       "      <td>11.06</td>\n",
       "      <td>-0.14</td>\n",
       "      <td>247.44</td>\n",
       "      <td>280.51</td>\n",
       "      <td>411.6</td>\n",
       "      <td>205.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>244</th>\n",
       "      <td>245</td>\n",
       "      <td>SGIC</td>\n",
       "      <td>56.22</td>\n",
       "      <td>522.0</td>\n",
       "      <td>536.0</td>\n",
       "      <td>492.0</td>\n",
       "      <td>535.0</td>\n",
       "      <td>517.37</td>\n",
       "      <td>236001.0</td>\n",
       "      <td>512.0</td>\n",
       "      <td>122100020.3</td>\n",
       "      <td>1200</td>\n",
       "      <td>23.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>4.49</td>\n",
       "      <td>8.94</td>\n",
       "      <td>3.3</td>\n",
       "      <td>554.36</td>\n",
       "      <td>520.09</td>\n",
       "      <td>710.9</td>\n",
       "      <td>374.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>245</th>\n",
       "      <td>246</td>\n",
       "      <td>SHEL</td>\n",
       "      <td>47.28</td>\n",
       "      <td>280.2</td>\n",
       "      <td>285.0</td>\n",
       "      <td>251.1</td>\n",
       "      <td>275.0</td>\n",
       "      <td>258.58</td>\n",
       "      <td>31402.0</td>\n",
       "      <td>274.8</td>\n",
       "      <td>8119928.1</td>\n",
       "      <td>279</td>\n",
       "      <td>0.2</td>\n",
       "      <td>33.9</td>\n",
       "      <td>0.07</td>\n",
       "      <td>13.5</td>\n",
       "      <td>5.97</td>\n",
       "      <td>254.99</td>\n",
       "      <td>272.56</td>\n",
       "      <td>403.9</td>\n",
       "      <td>193.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>246</th>\n",
       "      <td>247</td>\n",
       "      <td>SHINE</td>\n",
       "      <td>58.43</td>\n",
       "      <td>378.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>363.1</td>\n",
       "      <td>364.0</td>\n",
       "      <td>367.76</td>\n",
       "      <td>94497.0</td>\n",
       "      <td>373.9</td>\n",
       "      <td>34752601.7</td>\n",
       "      <td>322</td>\n",
       "      <td>-9.9</td>\n",
       "      <td>14.9</td>\n",
       "      <td>-2.65</td>\n",
       "      <td>4.1</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>373.68</td>\n",
       "      <td>357.18</td>\n",
       "      <td>424.0</td>\n",
       "      <td>300.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>248</td>\n",
       "      <td>SHIVM</td>\n",
       "      <td>59.78</td>\n",
       "      <td>500.0</td>\n",
       "      <td>503.8</td>\n",
       "      <td>484.1</td>\n",
       "      <td>486.0</td>\n",
       "      <td>492.02</td>\n",
       "      <td>279089.0</td>\n",
       "      <td>494.0</td>\n",
       "      <td>137317261.7</td>\n",
       "      <td>1188</td>\n",
       "      <td>-8.0</td>\n",
       "      <td>19.7</td>\n",
       "      <td>-1.62</td>\n",
       "      <td>4.07</td>\n",
       "      <td>-1.24</td>\n",
       "      <td>538.65</td>\n",
       "      <td>498.69</td>\n",
       "      <td>680.0</td>\n",
       "      <td>389.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>249</td>\n",
       "      <td>SHL</td>\n",
       "      <td>53.56</td>\n",
       "      <td>445.0</td>\n",
       "      <td>448.0</td>\n",
       "      <td>433.0</td>\n",
       "      <td>440.1</td>\n",
       "      <td>441.6</td>\n",
       "      <td>244683.0</td>\n",
       "      <td>440.0</td>\n",
       "      <td>108050932.2</td>\n",
       "      <td>744</td>\n",
       "      <td>0.1</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.02</td>\n",
       "      <td>3.46</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>436.98</td>\n",
       "      <td>374.28</td>\n",
       "      <td>536.0</td>\n",
       "      <td>200.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>250</td>\n",
       "      <td>SHLB</td>\n",
       "      <td>56.49</td>\n",
       "      <td>856.0</td>\n",
       "      <td>865.0</td>\n",
       "      <td>840.0</td>\n",
       "      <td>865.0</td>\n",
       "      <td>852.41</td>\n",
       "      <td>864.0</td>\n",
       "      <td>840.0</td>\n",
       "      <td>736478.0</td>\n",
       "      <td>48</td>\n",
       "      <td>25.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>2.98</td>\n",
       "      <td>2.98</td>\n",
       "      <td>1.46</td>\n",
       "      <td>1007.69</td>\n",
       "      <td>1089.55</td>\n",
       "      <td>2485.2</td>\n",
       "      <td>778.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>251</td>\n",
       "      <td>SHPC</td>\n",
       "      <td>52.27</td>\n",
       "      <td>336.6</td>\n",
       "      <td>340.0</td>\n",
       "      <td>323.5</td>\n",
       "      <td>327.0</td>\n",
       "      <td>328.42</td>\n",
       "      <td>54696.0</td>\n",
       "      <td>330.0</td>\n",
       "      <td>17963021.3</td>\n",
       "      <td>283</td>\n",
       "      <td>-3.0</td>\n",
       "      <td>16.5</td>\n",
       "      <td>-0.91</td>\n",
       "      <td>5.1</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>342.0</td>\n",
       "      <td>337.82</td>\n",
       "      <td>403.0</td>\n",
       "      <td>264.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>251</th>\n",
       "      <td>252</td>\n",
       "      <td>SICL</td>\n",
       "      <td>57.71</td>\n",
       "      <td>794.5</td>\n",
       "      <td>794.5</td>\n",
       "      <td>760.0</td>\n",
       "      <td>775.0</td>\n",
       "      <td>778.08</td>\n",
       "      <td>18363.0</td>\n",
       "      <td>779.0</td>\n",
       "      <td>14287893.7</td>\n",
       "      <td>216</td>\n",
       "      <td>-4.0</td>\n",
       "      <td>34.5</td>\n",
       "      <td>-0.51</td>\n",
       "      <td>4.54</td>\n",
       "      <td>-0.4</td>\n",
       "      <td>781.6</td>\n",
       "      <td>763.24</td>\n",
       "      <td>1010.0</td>\n",
       "      <td>682.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>253</td>\n",
       "      <td>SIFC</td>\n",
       "      <td>52.2</td>\n",
       "      <td>344.9</td>\n",
       "      <td>345.0</td>\n",
       "      <td>332.0</td>\n",
       "      <td>338.7</td>\n",
       "      <td>338.86</td>\n",
       "      <td>9003.0</td>\n",
       "      <td>344.9</td>\n",
       "      <td>3050787.3</td>\n",
       "      <td>66</td>\n",
       "      <td>-6.2</td>\n",
       "      <td>13.0</td>\n",
       "      <td>-1.8</td>\n",
       "      <td>3.92</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>339.23</td>\n",
       "      <td>330.68</td>\n",
       "      <td>408.0</td>\n",
       "      <td>273.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>254</td>\n",
       "      <td>SIGS2</td>\n",
       "      <td>58.1</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.62</td>\n",
       "      <td>7.8</td>\n",
       "      <td>8.1</td>\n",
       "      <td>8.28</td>\n",
       "      <td>197350.0</td>\n",
       "      <td>7.85</td>\n",
       "      <td>1634315.5</td>\n",
       "      <td>21</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.82</td>\n",
       "      <td>3.18</td>\n",
       "      <td>10.51</td>\n",
       "      <td>-2.24</td>\n",
       "      <td>8.31</td>\n",
       "      <td>8.26</td>\n",
       "      <td>9.65</td>\n",
       "      <td>6.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>255</td>\n",
       "      <td>SIKLES</td>\n",
       "      <td>52.14</td>\n",
       "      <td>419.0</td>\n",
       "      <td>420.0</td>\n",
       "      <td>392.0</td>\n",
       "      <td>404.0</td>\n",
       "      <td>401.82</td>\n",
       "      <td>14818.0</td>\n",
       "      <td>410.8</td>\n",
       "      <td>5954116.0</td>\n",
       "      <td>182</td>\n",
       "      <td>-6.8</td>\n",
       "      <td>28.0</td>\n",
       "      <td>-1.66</td>\n",
       "      <td>7.14</td>\n",
       "      <td>0.54</td>\n",
       "      <td>379.36</td>\n",
       "      <td>396.26</td>\n",
       "      <td>510.0</td>\n",
       "      <td>315.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>256</td>\n",
       "      <td>SINDU</td>\n",
       "      <td>54.31</td>\n",
       "      <td>266.7</td>\n",
       "      <td>272.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>261.0</td>\n",
       "      <td>264.58</td>\n",
       "      <td>2952.0</td>\n",
       "      <td>261.5</td>\n",
       "      <td>781032.7</td>\n",
       "      <td>34</td>\n",
       "      <td>-0.5</td>\n",
       "      <td>11.0</td>\n",
       "      <td>-0.19</td>\n",
       "      <td>4.21</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>259.59</td>\n",
       "      <td>258.29</td>\n",
       "      <td>336.0</td>\n",
       "      <td>227.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>257</td>\n",
       "      <td>SJCL</td>\n",
       "      <td>56.44</td>\n",
       "      <td>250.1</td>\n",
       "      <td>266.0</td>\n",
       "      <td>250.1</td>\n",
       "      <td>260.7</td>\n",
       "      <td>260.0</td>\n",
       "      <td>16801.0</td>\n",
       "      <td>255.2</td>\n",
       "      <td>4368230.8</td>\n",
       "      <td>160</td>\n",
       "      <td>5.5</td>\n",
       "      <td>15.9</td>\n",
       "      <td>2.16</td>\n",
       "      <td>6.36</td>\n",
       "      <td>0.27</td>\n",
       "      <td>277.47</td>\n",
       "      <td>282.6</td>\n",
       "      <td>359.0</td>\n",
       "      <td>215.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>258</td>\n",
       "      <td>SJLIC</td>\n",
       "      <td>57.99</td>\n",
       "      <td>550.0</td>\n",
       "      <td>550.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>542.0</td>\n",
       "      <td>531.51</td>\n",
       "      <td>112438.0</td>\n",
       "      <td>542.0</td>\n",
       "      <td>59762382.6</td>\n",
       "      <td>609</td>\n",
       "      <td>0.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.77</td>\n",
       "      <td>1.93</td>\n",
       "      <td>542.95</td>\n",
       "      <td>507.52</td>\n",
       "      <td>646.0</td>\n",
       "      <td>379.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>259</td>\n",
       "      <td>SKBBL</td>\n",
       "      <td>59.5</td>\n",
       "      <td>986.3</td>\n",
       "      <td>986.3</td>\n",
       "      <td>935.1</td>\n",
       "      <td>960.0</td>\n",
       "      <td>964.12</td>\n",
       "      <td>41068.0</td>\n",
       "      <td>967.0</td>\n",
       "      <td>39594636.9</td>\n",
       "      <td>512</td>\n",
       "      <td>-7.0</td>\n",
       "      <td>51.2</td>\n",
       "      <td>-0.72</td>\n",
       "      <td>5.48</td>\n",
       "      <td>-0.43</td>\n",
       "      <td>894.54</td>\n",
       "      <td>921.74</td>\n",
       "      <td>1325.0</td>\n",
       "      <td>755.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>260</td>\n",
       "      <td>SLBBL</td>\n",
       "      <td>57.27</td>\n",
       "      <td>636.0</td>\n",
       "      <td>637.5</td>\n",
       "      <td>581.0</td>\n",
       "      <td>618.0</td>\n",
       "      <td>608.62</td>\n",
       "      <td>9209.0</td>\n",
       "      <td>625.0</td>\n",
       "      <td>5604754.6</td>\n",
       "      <td>94</td>\n",
       "      <td>-7.0</td>\n",
       "      <td>56.5</td>\n",
       "      <td>-1.12</td>\n",
       "      <td>9.72</td>\n",
       "      <td>1.52</td>\n",
       "      <td>656.48</td>\n",
       "      <td>638.88</td>\n",
       "      <td>1115.0</td>\n",
       "      <td>523.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>261</td>\n",
       "      <td>SLBSL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>614.0</td>\n",
       "      <td>662.2</td>\n",
       "      <td>614.0</td>\n",
       "      <td>662.2</td>\n",
       "      <td>651.89</td>\n",
       "      <td>1541.0</td>\n",
       "      <td>602.0</td>\n",
       "      <td>1004562.8</td>\n",
       "      <td>31</td>\n",
       "      <td>60.2</td>\n",
       "      <td>48.2</td>\n",
       "      <td>10.0</td>\n",
       "      <td>7.85</td>\n",
       "      <td>1.56</td>\n",
       "      <td>821.01</td>\n",
       "      <td>836.45</td>\n",
       "      <td>1402.0</td>\n",
       "      <td>578.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>262</td>\n",
       "      <td>SLCF</td>\n",
       "      <td>50.45</td>\n",
       "      <td>7.06</td>\n",
       "      <td>7.14</td>\n",
       "      <td>7.0</td>\n",
       "      <td>7.01</td>\n",
       "      <td>7.06</td>\n",
       "      <td>5191.0</td>\n",
       "      <td>7.06</td>\n",
       "      <td>36625.74</td>\n",
       "      <td>12</td>\n",
       "      <td>-0.05</td>\n",
       "      <td>0.14</td>\n",
       "      <td>-0.71</td>\n",
       "      <td>2.0</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>7.49</td>\n",
       "      <td>7.45</td>\n",
       "      <td>9.01</td>\n",
       "      <td>6.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>263</td>\n",
       "      <td>SMATA</td>\n",
       "      <td>59.1</td>\n",
       "      <td>655.0</td>\n",
       "      <td>655.0</td>\n",
       "      <td>600.5</td>\n",
       "      <td>610.0</td>\n",
       "      <td>614.75</td>\n",
       "      <td>1477.0</td>\n",
       "      <td>657.0</td>\n",
       "      <td>907991.1</td>\n",
       "      <td>35</td>\n",
       "      <td>-47.0</td>\n",
       "      <td>54.5</td>\n",
       "      <td>-7.15</td>\n",
       "      <td>9.08</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>640.58</td>\n",
       "      <td>633.93</td>\n",
       "      <td>915.0</td>\n",
       "      <td>552.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>264</td>\n",
       "      <td>SMB</td>\n",
       "      <td>53.44</td>\n",
       "      <td>851.7</td>\n",
       "      <td>885.0</td>\n",
       "      <td>851.7</td>\n",
       "      <td>865.0</td>\n",
       "      <td>874.78</td>\n",
       "      <td>234.0</td>\n",
       "      <td>835.0</td>\n",
       "      <td>204699.5</td>\n",
       "      <td>8</td>\n",
       "      <td>30.0</td>\n",
       "      <td>33.3</td>\n",
       "      <td>3.59</td>\n",
       "      <td>3.91</td>\n",
       "      <td>-1.13</td>\n",
       "      <td>945.13</td>\n",
       "      <td>954.97</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>812.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>265</td>\n",
       "      <td>SMFBS</td>\n",
       "      <td>57.08</td>\n",
       "      <td>800.0</td>\n",
       "      <td>800.0</td>\n",
       "      <td>747.0</td>\n",
       "      <td>752.4</td>\n",
       "      <td>759.48</td>\n",
       "      <td>2850.0</td>\n",
       "      <td>795.9</td>\n",
       "      <td>2164506.4</td>\n",
       "      <td>45</td>\n",
       "      <td>-43.5</td>\n",
       "      <td>53.0</td>\n",
       "      <td>-5.47</td>\n",
       "      <td>7.1</td>\n",
       "      <td>-0.94</td>\n",
       "      <td>1040.86</td>\n",
       "      <td>1043.79</td>\n",
       "      <td>1730.0</td>\n",
       "      <td>717.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>266</td>\n",
       "      <td>SMH</td>\n",
       "      <td>55.64</td>\n",
       "      <td>553.0</td>\n",
       "      <td>553.0</td>\n",
       "      <td>523.4</td>\n",
       "      <td>535.0</td>\n",
       "      <td>534.32</td>\n",
       "      <td>2310.0</td>\n",
       "      <td>544.0</td>\n",
       "      <td>1234287.0</td>\n",
       "      <td>60</td>\n",
       "      <td>-9.0</td>\n",
       "      <td>29.6</td>\n",
       "      <td>-1.65</td>\n",
       "      <td>5.66</td>\n",
       "      <td>0.13</td>\n",
       "      <td>558.47</td>\n",
       "      <td>0.0</td>\n",
       "      <td>649.0</td>\n",
       "      <td>391.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>267</td>\n",
       "      <td>SMHL</td>\n",
       "      <td>55.42</td>\n",
       "      <td>371.2</td>\n",
       "      <td>371.2</td>\n",
       "      <td>343.0</td>\n",
       "      <td>352.0</td>\n",
       "      <td>354.3</td>\n",
       "      <td>12350.0</td>\n",
       "      <td>364.0</td>\n",
       "      <td>4375613.6</td>\n",
       "      <td>212</td>\n",
       "      <td>-12.0</td>\n",
       "      <td>28.2</td>\n",
       "      <td>-3.3</td>\n",
       "      <td>8.22</td>\n",
       "      <td>-0.65</td>\n",
       "      <td>373.11</td>\n",
       "      <td>0.0</td>\n",
       "      <td>506.0</td>\n",
       "      <td>299.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>268</td>\n",
       "      <td>SMJC</td>\n",
       "      <td>49.9</td>\n",
       "      <td>268.0</td>\n",
       "      <td>268.2</td>\n",
       "      <td>253.9</td>\n",
       "      <td>260.0</td>\n",
       "      <td>259.02</td>\n",
       "      <td>88957.0</td>\n",
       "      <td>263.0</td>\n",
       "      <td>23041654.8</td>\n",
       "      <td>870</td>\n",
       "      <td>-3.0</td>\n",
       "      <td>14.3</td>\n",
       "      <td>-1.14</td>\n",
       "      <td>5.63</td>\n",
       "      <td>0.38</td>\n",
       "      <td>251.59</td>\n",
       "      <td>0.0</td>\n",
       "      <td>367.4</td>\n",
       "      <td>215.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>269</td>\n",
       "      <td>SNLI</td>\n",
       "      <td>51.59</td>\n",
       "      <td>520.0</td>\n",
       "      <td>520.2</td>\n",
       "      <td>500.0</td>\n",
       "      <td>513.7</td>\n",
       "      <td>511.19</td>\n",
       "      <td>224451.0</td>\n",
       "      <td>516.0</td>\n",
       "      <td>114738035.4</td>\n",
       "      <td>4080</td>\n",
       "      <td>-2.3</td>\n",
       "      <td>20.2</td>\n",
       "      <td>-0.45</td>\n",
       "      <td>4.04</td>\n",
       "      <td>0.49</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>522.7</td>\n",
       "      <td>396.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>270</td>\n",
       "      <td>SONA</td>\n",
       "      <td>50.21</td>\n",
       "      <td>320.0</td>\n",
       "      <td>339.9</td>\n",
       "      <td>310.0</td>\n",
       "      <td>328.0</td>\n",
       "      <td>320.6</td>\n",
       "      <td>784650.0</td>\n",
       "      <td>318.0</td>\n",
       "      <td>251560607.4</td>\n",
       "      <td>13944</td>\n",
       "      <td>10.0</td>\n",
       "      <td>29.9</td>\n",
       "      <td>3.14</td>\n",
       "      <td>9.65</td>\n",
       "      <td>2.26</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>350.0</td>\n",
       "      <td>230.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>271</td>\n",
       "      <td>SPC</td>\n",
       "      <td>56.97</td>\n",
       "      <td>366.0</td>\n",
       "      <td>379.0</td>\n",
       "      <td>358.0</td>\n",
       "      <td>378.0</td>\n",
       "      <td>366.85</td>\n",
       "      <td>5203.0</td>\n",
       "      <td>358.9</td>\n",
       "      <td>1908715.2</td>\n",
       "      <td>113</td>\n",
       "      <td>19.1</td>\n",
       "      <td>21.0</td>\n",
       "      <td>5.32</td>\n",
       "      <td>5.87</td>\n",
       "      <td>2.95</td>\n",
       "      <td>384.06</td>\n",
       "      <td>408.03</td>\n",
       "      <td>583.4</td>\n",
       "      <td>307.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>272</td>\n",
       "      <td>SPDL</td>\n",
       "      <td>56.88</td>\n",
       "      <td>185.0</td>\n",
       "      <td>185.0</td>\n",
       "      <td>174.5</td>\n",
       "      <td>180.0</td>\n",
       "      <td>178.6</td>\n",
       "      <td>119951.0</td>\n",
       "      <td>186.0</td>\n",
       "      <td>21422967.0</td>\n",
       "      <td>515</td>\n",
       "      <td>-6.0</td>\n",
       "      <td>10.5</td>\n",
       "      <td>-3.23</td>\n",
       "      <td>6.02</td>\n",
       "      <td>0.78</td>\n",
       "      <td>208.49</td>\n",
       "      <td>236.76</td>\n",
       "      <td>359.9</td>\n",
       "      <td>160.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>273</td>\n",
       "      <td>SPHL</td>\n",
       "      <td>55.48</td>\n",
       "      <td>420.0</td>\n",
       "      <td>426.0</td>\n",
       "      <td>390.0</td>\n",
       "      <td>404.9</td>\n",
       "      <td>407.26</td>\n",
       "      <td>27131.0</td>\n",
       "      <td>415.0</td>\n",
       "      <td>11049466.4</td>\n",
       "      <td>232</td>\n",
       "      <td>-10.1</td>\n",
       "      <td>36.0</td>\n",
       "      <td>-2.43</td>\n",
       "      <td>9.23</td>\n",
       "      <td>-0.58</td>\n",
       "      <td>400.09</td>\n",
       "      <td>404.17</td>\n",
       "      <td>598.0</td>\n",
       "      <td>294.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>274</td>\n",
       "      <td>SPIL</td>\n",
       "      <td>59.78</td>\n",
       "      <td>750.0</td>\n",
       "      <td>759.0</td>\n",
       "      <td>724.0</td>\n",
       "      <td>750.0</td>\n",
       "      <td>743.2</td>\n",
       "      <td>34220.0</td>\n",
       "      <td>747.0</td>\n",
       "      <td>25432170.7</td>\n",
       "      <td>224</td>\n",
       "      <td>3.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>4.83</td>\n",
       "      <td>0.91</td>\n",
       "      <td>738.91</td>\n",
       "      <td>0.0</td>\n",
       "      <td>837.0</td>\n",
       "      <td>534.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>275</td>\n",
       "      <td>SPL</td>\n",
       "      <td>55.51</td>\n",
       "      <td>792.1</td>\n",
       "      <td>792.1</td>\n",
       "      <td>725.0</td>\n",
       "      <td>756.8</td>\n",
       "      <td>744.26</td>\n",
       "      <td>9723.0</td>\n",
       "      <td>776.6</td>\n",
       "      <td>7236397.0</td>\n",
       "      <td>144</td>\n",
       "      <td>-19.8</td>\n",
       "      <td>67.1</td>\n",
       "      <td>-2.55</td>\n",
       "      <td>9.26</td>\n",
       "      <td>1.66</td>\n",
       "      <td>735.29</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1073.3</td>\n",
       "      <td>265.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>276</td>\n",
       "      <td>SRBLD83</td>\n",
       "      <td>35.51</td>\n",
       "      <td>1000.0</td>\n",
       "      <td>1000.0</td>\n",
       "      <td>998.0</td>\n",
       "      <td>998.1</td>\n",
       "      <td>998.65</td>\n",
       "      <td>100.0</td>\n",
       "      <td>1004.5</td>\n",
       "      <td>99865.0</td>\n",
       "      <td>3</td>\n",
       "      <td>-6.4</td>\n",
       "      <td>2.0</td>\n",
       "      <td>-0.64</td>\n",
       "      <td>0.2</td>\n",
       "      <td>-0.06</td>\n",
       "      <td>994.92</td>\n",
       "      <td>1016.83</td>\n",
       "      <td>1070.0</td>\n",
       "      <td>857.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>277</td>\n",
       "      <td>SRD80</td>\n",
       "      <td>53.02</td>\n",
       "      <td>1007.1</td>\n",
       "      <td>1007.1</td>\n",
       "      <td>1007.1</td>\n",
       "      <td>1007.1</td>\n",
       "      <td>1007.1</td>\n",
       "      <td>100.0</td>\n",
       "      <td>1007.1</td>\n",
       "      <td>100710.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>985.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1020.0</td>\n",
       "      <td>952.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>278</td>\n",
       "      <td>SRLI</td>\n",
       "      <td>54.13</td>\n",
       "      <td>485.0</td>\n",
       "      <td>497.0</td>\n",
       "      <td>470.1</td>\n",
       "      <td>487.0</td>\n",
       "      <td>480.09</td>\n",
       "      <td>85244.0</td>\n",
       "      <td>480.0</td>\n",
       "      <td>40924522.1</td>\n",
       "      <td>833</td>\n",
       "      <td>7.0</td>\n",
       "      <td>26.9</td>\n",
       "      <td>1.46</td>\n",
       "      <td>5.72</td>\n",
       "      <td>1.42</td>\n",
       "      <td>499.63</td>\n",
       "      <td>0.0</td>\n",
       "      <td>619.9</td>\n",
       "      <td>389.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>279</td>\n",
       "      <td>SSHL</td>\n",
       "      <td>58.73</td>\n",
       "      <td>153.5</td>\n",
       "      <td>158.0</td>\n",
       "      <td>144.1</td>\n",
       "      <td>146.0</td>\n",
       "      <td>148.58</td>\n",
       "      <td>80697.0</td>\n",
       "      <td>150.5</td>\n",
       "      <td>11990320.6</td>\n",
       "      <td>344</td>\n",
       "      <td>-4.5</td>\n",
       "      <td>13.9</td>\n",
       "      <td>-2.99</td>\n",
       "      <td>9.65</td>\n",
       "      <td>-1.77</td>\n",
       "      <td>164.72</td>\n",
       "      <td>182.18</td>\n",
       "      <td>290.0</td>\n",
       "      <td>133.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>280</td>\n",
       "      <td>STC</td>\n",
       "      <td>49.43</td>\n",
       "      <td>5300.0</td>\n",
       "      <td>5340.0</td>\n",
       "      <td>5170.0</td>\n",
       "      <td>5212.0</td>\n",
       "      <td>5243.88</td>\n",
       "      <td>2907.0</td>\n",
       "      <td>5300.0</td>\n",
       "      <td>15243957.8</td>\n",
       "      <td>111</td>\n",
       "      <td>-88.0</td>\n",
       "      <td>170.0</td>\n",
       "      <td>-1.66</td>\n",
       "      <td>3.29</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>5109.02</td>\n",
       "      <td>4694.23</td>\n",
       "      <td>5811.0</td>\n",
       "      <td>3525.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>281</td>\n",
       "      <td>SWBBL</td>\n",
       "      <td>44.5</td>\n",
       "      <td>702.7</td>\n",
       "      <td>703.0</td>\n",
       "      <td>667.0</td>\n",
       "      <td>679.9</td>\n",
       "      <td>682.15</td>\n",
       "      <td>12058.0</td>\n",
       "      <td>689.0</td>\n",
       "      <td>8225388.7</td>\n",
       "      <td>124</td>\n",
       "      <td>-9.1</td>\n",
       "      <td>36.0</td>\n",
       "      <td>-1.32</td>\n",
       "      <td>5.4</td>\n",
       "      <td>-0.33</td>\n",
       "      <td>797.72</td>\n",
       "      <td>787.35</td>\n",
       "      <td>1406.0</td>\n",
       "      <td>653.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>282</td>\n",
       "      <td>SWMF</td>\n",
       "      <td>59.46</td>\n",
       "      <td>586.5</td>\n",
       "      <td>609.7</td>\n",
       "      <td>571.1</td>\n",
       "      <td>589.6</td>\n",
       "      <td>588.92</td>\n",
       "      <td>7439.0</td>\n",
       "      <td>575.0</td>\n",
       "      <td>4380989.5</td>\n",
       "      <td>92</td>\n",
       "      <td>14.6</td>\n",
       "      <td>38.6</td>\n",
       "      <td>2.54</td>\n",
       "      <td>6.76</td>\n",
       "      <td>0.12</td>\n",
       "      <td>647.85</td>\n",
       "      <td>650.28</td>\n",
       "      <td>1001.0</td>\n",
       "      <td>539.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>283</td>\n",
       "      <td>TAMOR</td>\n",
       "      <td>58.94</td>\n",
       "      <td>253.0</td>\n",
       "      <td>270.0</td>\n",
       "      <td>250.0</td>\n",
       "      <td>268.0</td>\n",
       "      <td>261.49</td>\n",
       "      <td>64491.0</td>\n",
       "      <td>248.1</td>\n",
       "      <td>16863762.8</td>\n",
       "      <td>1091</td>\n",
       "      <td>19.9</td>\n",
       "      <td>20.0</td>\n",
       "      <td>8.02</td>\n",
       "      <td>8.0</td>\n",
       "      <td>2.43</td>\n",
       "      <td>265.12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>342.0</td>\n",
       "      <td>230.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>284</td>\n",
       "      <td>TPC</td>\n",
       "      <td>49.48</td>\n",
       "      <td>377.9</td>\n",
       "      <td>377.9</td>\n",
       "      <td>347.0</td>\n",
       "      <td>358.0</td>\n",
       "      <td>355.65</td>\n",
       "      <td>5004.0</td>\n",
       "      <td>371.0</td>\n",
       "      <td>1779691.3</td>\n",
       "      <td>97</td>\n",
       "      <td>-13.0</td>\n",
       "      <td>30.9</td>\n",
       "      <td>-3.5</td>\n",
       "      <td>8.9</td>\n",
       "      <td>0.66</td>\n",
       "      <td>353.81</td>\n",
       "      <td>372.81</td>\n",
       "      <td>465.0</td>\n",
       "      <td>301.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>285</td>\n",
       "      <td>TRH</td>\n",
       "      <td>48.52</td>\n",
       "      <td>815.0</td>\n",
       "      <td>815.0</td>\n",
       "      <td>785.0</td>\n",
       "      <td>798.0</td>\n",
       "      <td>796.5</td>\n",
       "      <td>28710.0</td>\n",
       "      <td>815.0</td>\n",
       "      <td>22867633.8</td>\n",
       "      <td>121</td>\n",
       "      <td>-17.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>-2.09</td>\n",
       "      <td>3.82</td>\n",
       "      <td>0.19</td>\n",
       "      <td>744.93</td>\n",
       "      <td>662.14</td>\n",
       "      <td>890.5</td>\n",
       "      <td>326.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>286</td>\n",
       "      <td>TSHL</td>\n",
       "      <td>49.48</td>\n",
       "      <td>411.0</td>\n",
       "      <td>419.2</td>\n",
       "      <td>397.0</td>\n",
       "      <td>406.0</td>\n",
       "      <td>402.3</td>\n",
       "      <td>24434.0</td>\n",
       "      <td>403.2</td>\n",
       "      <td>9829792.9</td>\n",
       "      <td>315</td>\n",
       "      <td>2.8</td>\n",
       "      <td>22.2</td>\n",
       "      <td>0.69</td>\n",
       "      <td>5.59</td>\n",
       "      <td>0.91</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>493.0</td>\n",
       "      <td>227.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>287</td>\n",
       "      <td>TVCL</td>\n",
       "      <td>57.0</td>\n",
       "      <td>330.6</td>\n",
       "      <td>343.9</td>\n",
       "      <td>294.0</td>\n",
       "      <td>308.9</td>\n",
       "      <td>311.51</td>\n",
       "      <td>59194.0</td>\n",
       "      <td>324.2</td>\n",
       "      <td>18439771.3</td>\n",
       "      <td>2044</td>\n",
       "      <td>-15.3</td>\n",
       "      <td>49.9</td>\n",
       "      <td>-4.72</td>\n",
       "      <td>16.97</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>343.9</td>\n",
       "      <td>268.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>288</td>\n",
       "      <td>UAIL</td>\n",
       "      <td>55.25</td>\n",
       "      <td>610.0</td>\n",
       "      <td>620.0</td>\n",
       "      <td>590.0</td>\n",
       "      <td>610.0</td>\n",
       "      <td>605.4</td>\n",
       "      <td>78498.0</td>\n",
       "      <td>610.0</td>\n",
       "      <td>47522786.9</td>\n",
       "      <td>439</td>\n",
       "      <td>0.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.08</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>651.4</td>\n",
       "      <td>470.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>289</td>\n",
       "      <td>UHEWA</td>\n",
       "      <td>59.15</td>\n",
       "      <td>300.1</td>\n",
       "      <td>312.0</td>\n",
       "      <td>282.2</td>\n",
       "      <td>305.5</td>\n",
       "      <td>298.3</td>\n",
       "      <td>18799.0</td>\n",
       "      <td>294.3</td>\n",
       "      <td>5607660.7</td>\n",
       "      <td>244</td>\n",
       "      <td>11.2</td>\n",
       "      <td>29.8</td>\n",
       "      <td>3.81</td>\n",
       "      <td>10.56</td>\n",
       "      <td>2.36</td>\n",
       "      <td>311.73</td>\n",
       "      <td>340.86</td>\n",
       "      <td>481.0</td>\n",
       "      <td>250.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>290</td>\n",
       "      <td>ULBSL</td>\n",
       "      <td>58.19</td>\n",
       "      <td>969.0</td>\n",
       "      <td>1006.0</td>\n",
       "      <td>966.0</td>\n",
       "      <td>1006.0</td>\n",
       "      <td>986.01</td>\n",
       "      <td>1723.0</td>\n",
       "      <td>950.0</td>\n",
       "      <td>1698889.3</td>\n",
       "      <td>72</td>\n",
       "      <td>56.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>5.89</td>\n",
       "      <td>4.14</td>\n",
       "      <td>1.99</td>\n",
       "      <td>1266.65</td>\n",
       "      <td>1312.89</td>\n",
       "      <td>3951.4</td>\n",
       "      <td>944.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>291</td>\n",
       "      <td>ULHC</td>\n",
       "      <td>56.88</td>\n",
       "      <td>250.0</td>\n",
       "      <td>250.0</td>\n",
       "      <td>232.4</td>\n",
       "      <td>244.9</td>\n",
       "      <td>239.53</td>\n",
       "      <td>34656.0</td>\n",
       "      <td>247.0</td>\n",
       "      <td>8301165.6</td>\n",
       "      <td>698</td>\n",
       "      <td>-2.1</td>\n",
       "      <td>17.6</td>\n",
       "      <td>-0.85</td>\n",
       "      <td>7.57</td>\n",
       "      <td>2.19</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>301.5</td>\n",
       "      <td>217.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>292</td>\n",
       "      <td>UMHL</td>\n",
       "      <td>58.33</td>\n",
       "      <td>197.8</td>\n",
       "      <td>204.0</td>\n",
       "      <td>186.4</td>\n",
       "      <td>193.0</td>\n",
       "      <td>192.54</td>\n",
       "      <td>37737.0</td>\n",
       "      <td>194.0</td>\n",
       "      <td>7265822.6</td>\n",
       "      <td>209</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>17.6</td>\n",
       "      <td>-0.52</td>\n",
       "      <td>9.44</td>\n",
       "      <td>0.24</td>\n",
       "      <td>198.2</td>\n",
       "      <td>213.79</td>\n",
       "      <td>301.0</td>\n",
       "      <td>167.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>293</td>\n",
       "      <td>UMRH</td>\n",
       "      <td>59.78</td>\n",
       "      <td>299.8</td>\n",
       "      <td>299.8</td>\n",
       "      <td>279.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>288.94</td>\n",
       "      <td>164698.0</td>\n",
       "      <td>294.0</td>\n",
       "      <td>47588548.3</td>\n",
       "      <td>460</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>20.8</td>\n",
       "      <td>-0.34</td>\n",
       "      <td>7.46</td>\n",
       "      <td>1.38</td>\n",
       "      <td>397.27</td>\n",
       "      <td>425.35</td>\n",
       "      <td>590.0</td>\n",
       "      <td>261.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>294</td>\n",
       "      <td>UNHPL</td>\n",
       "      <td>57.6</td>\n",
       "      <td>183.3</td>\n",
       "      <td>186.9</td>\n",
       "      <td>174.0</td>\n",
       "      <td>178.0</td>\n",
       "      <td>177.9</td>\n",
       "      <td>27800.0</td>\n",
       "      <td>179.8</td>\n",
       "      <td>4945678.6</td>\n",
       "      <td>173</td>\n",
       "      <td>-1.8</td>\n",
       "      <td>12.9</td>\n",
       "      <td>-1.0</td>\n",
       "      <td>7.41</td>\n",
       "      <td>0.05</td>\n",
       "      <td>183.41</td>\n",
       "      <td>196.58</td>\n",
       "      <td>266.0</td>\n",
       "      <td>156.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>295</td>\n",
       "      <td>UNL</td>\n",
       "      <td>43.63</td>\n",
       "      <td>39100.0</td>\n",
       "      <td>39250.0</td>\n",
       "      <td>39000.0</td>\n",
       "      <td>39250.0</td>\n",
       "      <td>39104.31</td>\n",
       "      <td>130.0</td>\n",
       "      <td>39882.0</td>\n",
       "      <td>5083560.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-632.0</td>\n",
       "      <td>250.0</td>\n",
       "      <td>-1.58</td>\n",
       "      <td>0.64</td>\n",
       "      <td>0.37</td>\n",
       "      <td>35542.58</td>\n",
       "      <td>31278.59</td>\n",
       "      <td>45151.0</td>\n",
       "      <td>18000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>296</td>\n",
       "      <td>UNLB</td>\n",
       "      <td>56.3</td>\n",
       "      <td>1009.1</td>\n",
       "      <td>1049.0</td>\n",
       "      <td>980.0</td>\n",
       "      <td>998.0</td>\n",
       "      <td>1005.74</td>\n",
       "      <td>1229.0</td>\n",
       "      <td>989.4</td>\n",
       "      <td>1236059.0</td>\n",
       "      <td>81</td>\n",
       "      <td>8.6</td>\n",
       "      <td>69.0</td>\n",
       "      <td>0.87</td>\n",
       "      <td>7.04</td>\n",
       "      <td>-0.78</td>\n",
       "      <td>1167.75</td>\n",
       "      <td>1279.53</td>\n",
       "      <td>2135.1</td>\n",
       "      <td>922.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>297</td>\n",
       "      <td>UPCL</td>\n",
       "      <td>58.47</td>\n",
       "      <td>195.0</td>\n",
       "      <td>199.9</td>\n",
       "      <td>186.0</td>\n",
       "      <td>188.2</td>\n",
       "      <td>190.2</td>\n",
       "      <td>156220.0</td>\n",
       "      <td>194.0</td>\n",
       "      <td>29712956.3</td>\n",
       "      <td>431</td>\n",
       "      <td>-5.8</td>\n",
       "      <td>13.9</td>\n",
       "      <td>-2.99</td>\n",
       "      <td>7.47</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>197.88</td>\n",
       "      <td>211.81</td>\n",
       "      <td>290.0</td>\n",
       "      <td>168.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>298</td>\n",
       "      <td>UPPER</td>\n",
       "      <td>58.92</td>\n",
       "      <td>218.2</td>\n",
       "      <td>222.5</td>\n",
       "      <td>205.5</td>\n",
       "      <td>212.0</td>\n",
       "      <td>213.9</td>\n",
       "      <td>92991.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>19890866.3</td>\n",
       "      <td>653</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>-0.93</td>\n",
       "      <td>8.27</td>\n",
       "      <td>-0.9</td>\n",
       "      <td>303.38</td>\n",
       "      <td>350.61</td>\n",
       "      <td>590.0</td>\n",
       "      <td>190.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>299</td>\n",
       "      <td>USHEC</td>\n",
       "      <td>53.45</td>\n",
       "      <td>259.7</td>\n",
       "      <td>260.0</td>\n",
       "      <td>241.2</td>\n",
       "      <td>252.0</td>\n",
       "      <td>253.84</td>\n",
       "      <td>20723.0</td>\n",
       "      <td>254.7</td>\n",
       "      <td>5260225.9</td>\n",
       "      <td>230</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>18.8</td>\n",
       "      <td>-1.06</td>\n",
       "      <td>7.79</td>\n",
       "      <td>-0.73</td>\n",
       "      <td>255.79</td>\n",
       "      <td>278.55</td>\n",
       "      <td>400.0</td>\n",
       "      <td>208.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>300</td>\n",
       "      <td>USHL</td>\n",
       "      <td>49.68</td>\n",
       "      <td>361.0</td>\n",
       "      <td>361.0</td>\n",
       "      <td>339.1</td>\n",
       "      <td>342.0</td>\n",
       "      <td>346.67</td>\n",
       "      <td>11542.0</td>\n",
       "      <td>361.0</td>\n",
       "      <td>4001253.0</td>\n",
       "      <td>175</td>\n",
       "      <td>-19.0</td>\n",
       "      <td>21.9</td>\n",
       "      <td>-5.26</td>\n",
       "      <td>6.46</td>\n",
       "      <td>-1.37</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>375.3</td>\n",
       "      <td>253.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>301</td>\n",
       "      <td>USLB</td>\n",
       "      <td>59.78</td>\n",
       "      <td>620.0</td>\n",
       "      <td>670.5</td>\n",
       "      <td>615.0</td>\n",
       "      <td>664.9</td>\n",
       "      <td>628.8</td>\n",
       "      <td>4357.0</td>\n",
       "      <td>627.3</td>\n",
       "      <td>2739684.4</td>\n",
       "      <td>294</td>\n",
       "      <td>37.6</td>\n",
       "      <td>55.5</td>\n",
       "      <td>5.99</td>\n",
       "      <td>9.02</td>\n",
       "      <td>5.43</td>\n",
       "      <td>748.16</td>\n",
       "      <td>742.64</td>\n",
       "      <td>1085.0</td>\n",
       "      <td>591.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>302</td>\n",
       "      <td>VLBS</td>\n",
       "      <td>59.4</td>\n",
       "      <td>607.5</td>\n",
       "      <td>650.0</td>\n",
       "      <td>578.8</td>\n",
       "      <td>650.0</td>\n",
       "      <td>597.3</td>\n",
       "      <td>9547.0</td>\n",
       "      <td>607.5</td>\n",
       "      <td>5702422.1</td>\n",
       "      <td>100</td>\n",
       "      <td>42.5</td>\n",
       "      <td>71.2</td>\n",
       "      <td>7.0</td>\n",
       "      <td>12.3</td>\n",
       "      <td>8.11</td>\n",
       "      <td>614.12</td>\n",
       "      <td>654.19</td>\n",
       "      <td>1014.3</td>\n",
       "      <td>546.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>303</td>\n",
       "      <td>WNLB</td>\n",
       "      <td>59.78</td>\n",
       "      <td>714.0</td>\n",
       "      <td>750.0</td>\n",
       "      <td>700.1</td>\n",
       "      <td>723.0</td>\n",
       "      <td>713.73</td>\n",
       "      <td>1429.0</td>\n",
       "      <td>700.0</td>\n",
       "      <td>1019917.6</td>\n",
       "      <td>21</td>\n",
       "      <td>23.0</td>\n",
       "      <td>49.9</td>\n",
       "      <td>3.29</td>\n",
       "      <td>7.13</td>\n",
       "      <td>1.28</td>\n",
       "      <td>765.77</td>\n",
       "      <td>770.36</td>\n",
       "      <td>1157.8</td>\n",
       "      <td>680.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table></body> </html>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "# json file nepssimpleeapi\n",
    "df = pd.read_html(\"https://www.sharesansar.com/today-share-price\")\n",
    "df = df[-1].T\n",
    "# Send a message to the chat using the chat ID\n",
    "# bot.send_message(chat_id=CHAT_ID, text=df.to_csv())\n",
    "\n",
    "df.to_json(\"nepsesimple.json\")\n",
    "html = df.T.to_html()\n",
    "html = asadas + index + html + \"</body> </html>\"\n",
    "with open(\"index.html\", \"w\") as output:\n",
    "    output.write(html)\n",
    "\n",
    "displayHTML(html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# make telegram file handler bot\n",
    "## main example\n",
    "from kopapp.views.admin import Admin\n",
    "from kopapp.views.bot import Bot\n",
    "from kopapp.views.web import Web\n",
    "from kopapp.views.webhook import Webhook\n",
    "\n",
    "\n",
    "# make function to capture file from telegram\n",
    "def file_handler(update, context):\n",
    "    # get file from telegram\n",
    "    file = context.bot.getFile(update.message.document.file_id)\n",
    "    # save file to disk\n",
    "    file.download(update.message.document.file_name)\n",
    "    # send message to user\n",
    "    update.message.reply_text(\"File downloaded\")\n",
    "\n",
    "# create bot instance\n",
    "bot = Bot()\n",
    "# add file handler to bot\n"
   ]
  }
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