Rainfall_Count.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#dataLink : \n",
    "https://www.kaggle.com/redikod/historical-rainfall-data-in-bangladesh/version/4#"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import statsmodels.api as sm\n",
    "import scipy.stats as stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os \n",
    "import pandas as pd\n",
    "from pandas import DataFrame\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "os.chdir('C:\\\\Users\\\\Student\\\\Desktop\\\\historical-rainfall-data-in-bangladesh')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "data=pd.read_csv(\"data_monthly_rainfall.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(16755, 5)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>StationIndex</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>1994.478305</td>\n",
       "      <td>6.499731</td>\n",
       "      <td>202.097225</td>\n",
       "      <td>17.037899</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>13.162071</td>\n",
       "      <td>3.451905</td>\n",
       "      <td>249.904476</td>\n",
       "      <td>9.386235</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>1970.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>1984.000000</td>\n",
       "      <td>4.000000</td>\n",
       "      <td>7.000000</td>\n",
       "      <td>9.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>1995.000000</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>110.000000</td>\n",
       "      <td>17.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>2006.000000</td>\n",
       "      <td>9.500000</td>\n",
       "      <td>315.000000</td>\n",
       "      <td>25.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>2016.000000</td>\n",
       "      <td>12.000000</td>\n",
       "      <td>3001.000000</td>\n",
       "      <td>33.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               Year         Month      Rainfall  StationIndex\n",
       "count  16755.000000  16755.000000  16755.000000  16755.000000\n",
       "mean    1994.478305      6.499731    202.097225     17.037899\n",
       "std       13.162071      3.451905    249.904476      9.386235\n",
       "min     1970.000000      1.000000      0.000000      1.000000\n",
       "25%     1984.000000      4.000000      7.000000      9.000000\n",
       "50%     1995.000000      6.000000    110.000000     17.000000\n",
       "75%     2006.000000      9.500000    315.000000     25.000000\n",
       "max     2016.000000     12.000000   3001.000000     33.000000"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Station</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>StationIndex</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>2</td>\n",
       "      <td>24</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>4</td>\n",
       "      <td>91</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>Barisal</td>\n",
       "      <td>5</td>\n",
       "      <td>124</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Year  Station  Month  Rainfall  StationIndex\n",
       "0  1970  Barisal      1         0             2\n",
       "1  1970  Barisal      2        24             2\n",
       "2  1970  Barisal      3         5             2\n",
       "3  1970  Barisal      4        91             2\n",
       "4  1970  Barisal      5       124             2"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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RNziSSxjEh+xbqfPXqAFFRUoO+abUcRTFg96Ay919aeIDuLxqwhORVAwbFhqHU0kSNdhAFx5gHvvThml05iGO5vVyJ4kdd4ShQzeebm/DhvC8ZImSRD5JZcDdCSWUnZLuQESk/Jo1+21wWyqasIA3OZIH6Mpk/ptmzGcAnfEkXwVm0Lnz7+dg/fprJYPqIlkbRWdCzWEvM5ub8NbWwJRMByYiyZUxtdJGNmMdN3AnN9GTVWxNO4byNBcAGx/ELIx+fuih9MYquS1ZG8XTwFjgDjaewXWVu286kZ+IVJHyJAiAg5jBY3SgBXN5lr/Qhb6s5Lcp1Jo2hfnz0xyk5JVkbRQ/uPuSaKzDZ8A6Qu+nrcwsD1aBFck95UkSdfiF3tzAdFpTj5WcwUjO51nqNd15o1tIShJSljL7wJnZlYSpxr8CiqJiB9Q9VqSKlLcWcRSTGcQlNGYxj3IJg/frw9T3t8tMcJL3UmnM7grs5+7N3P2A6KEkIVJFypMktuZHHqIzkzmaGhTxwJ8m8jd/VElCKiWVRPEp8EOmAxGRjZmVL0mcwivMpxmdGMg9XMPeP83lqtGaDUcqL5Xhlx8Dr5vZy4SpxgFw93szFpVINVeeBLEjX3M/XfkfhjGfpuwx9XmubdMmc8FJtZNKolgWPWpHDxHJkPK1RTjnMpx+/J3t+Y5em91M95+6webpn8RPqrdU1qO4pSoCEanuypMk/sDnPMTlnMFo3qWAnedOovsBB2QuOKnWUun1VA+4HmgG1Ckud/djMxiXSLWSepJwLmEQd3MdtVnLjAvu5uAhV8Fm6ZvET2RTqTRmDwPeB/YEbgGWAO9mMCaRaiXVJLEXHzGJ43iUTszkILb48D1aDbtWSUIyLpVEsaO7DwbWuftkd+8AHJLhuESqhVSSRA02cDX38h4H0IoZTOvwCMdsmAT77JP5AEVIrTG7eD7K5Wb2R+ALYPfMhSRSPaSSJJoxj8F0pA3TGcNp/OnTh2mzu/77SdVKJVHcZmbbAtcC/YBtgKszGpVInisrSdRiLd24g+704ge25Xye5pmi88o/RFskDVLp9fRStPkDcExmwxHJf2V91x/MdAbTkQOYxzAuoN2K+3mmXr2qCU6kBKn0enqckpdC7ZCRiETyWLIksQWruZUeXM19LKc+pzGGl1wLTEr8Urn19FLCdh3gTEI7hYiUQ7IkcTSvMYhL2JuPGcCl3MCd/ODbVl1wIkmkcutpROJrM3sGmJixiETyUGlJYht+4C6u51IGspi9OZrXmMzR+O/q8CLxSaV77KYaA1qPQiRFpSWJ0xjDAppyCYPow3U0Z66ShGSlVNooVhHaKCx6/hK4IcNxieSFkpLETqzkAa7iAp5hLgfwZ0ZSyMEAShKSlVK59bR1VQSyKTM7GXgAqAkMcvfeccQhUlG/TxLO+TxDX7qwDT/Sg1vozY2si+baVJKQbJU0UZjZFkA7oGlUVAg87+5rMxmUmdUE+gMnEJZhfdfMRrv7gkyeVyRdNk0Su/MpD9OZ03iZqbShI4NZQLP/vK8kIdms1DYKMzsAWAgcSZjfaSlwEjDFzLYzs9syGFdrYLG7fxwlpWeBMzJ4PpGMMIroxCPMpxnH8BpduY/DmaIkITklWY2iL/A3d5+QWGhmxwPzgEwuyb4bYWW9Yp8BWolFsl5iTWIfPuRR/sbRTGYix9GJgXzCXhvtryQhuSBZr6f6myYJAHefSJj/6cyMRRUazn936o12MOtkZoVmVrhy5crf7TxsGDRqBDVqhOdhwzITaCrSEUuqxyhrv5LeT6Xs8st/e73TTuGRuG0WJjEt6blGjd+W9cz3B0BN1nMtdzOX5rRkNh0ZxAlMUJKQ3OXuJT6ARcDmJZTXARaV9rl0PIBDgVcTXncDupW2f6tWrTzR0KHudeu6h/+K4VG3biivaumIJdVjlLVfSe/XquVeu3bZZXqk9jiAOT6dAnfwFznD6/N5ifuJZAOg0FP5Ti71DfgnYVR2o4SyRsBo4KZUDl7RB+GW2MeENTBqA3OAZqXtv2miaNiw5P/EDRum6adbDumIJdVjlLVfae/rUflHbdb4Ldzka9nMv6Ket+U5hyIlCclqqSYKC/uWzMyuJKxuVzcq+hm42937paU6k4SZnQrcT+ge+5i79ypt34KCAi8sLPzP6xo1wn/J3x8TiorSH2sy6Ygl1WOUtV9p70vltGEqg+lIMxbwJH/lau7jW3YsdX/9G0i2MLMZ7l5Q1n5JR2a7+4Pu3oDwl/2e7t6wKpJEdO5X3H1fd987WZIoSYNSxo2XVp5J6Ygl1WOUtV8c15/P6vIz93I1b3MYW7OKU3iF9jypJCF5J6UpPNx9lbuvynQw6dKrF9Stu3FZ3bqhPBdjSfUYZe1X0vu1akHt2mWXycaOZRLvcQBXcz8P05n9mcc4Tkn6GSUJyVmp3J/K9sembRTuoeG2YUN3s/AcR0N2OmNJ9Rhl7VfS+6mUde782+sddwyPxG1wr1mz5Gez+NsQ0vXYlu/8UTq6g39AYz+SyWV+RiRbkY42ilyxaRuFSEaMHBn6Ca9YAdddBzffDFtsEXdUIhWWljaK6EB1zewmM3s0et3YzLSailQfX30F554LZ54JO+8M06ZB795KElJtpNJG8TjwK2FsA4RR0pmcvkMkO7jDU09B06YwahTcdhu8+y60ahV3ZCJVKpVEsbe730UYjY27/0LJI6dF8seyZfDHP8KFF8J++8Hs2dC9e2jpF6lmUkkUa6NZZB3AzPYm1DBE8k9RETz0EDRrBm+8AX37wptvQpMmcUcmEptU1sy+GRgH7GFmw4DDgYsyGZRILBYtgksuCYnhhBNg4MAwwZVINZfKwkUTzGwmcAjhltNV7v51xiMTqSrr18M99/zWi+nxx6F9+9LXMBWpZkpNFGZ20CZFy6PnBmbWwN1nZi4skSoyezZ07AgzZ4ZeTf37Q/36cUclklWS1SjuSfKeA8emORaRqrNmDfTsCXfeGeZJf/55OPvsuKMSyUqlJgp3P6YqAxGpMm+/HWoR778fbjHdey/ssEPcUYlkrVQG3NUxs2vM7AUzG2FmXc2sTlUEJ5JWP/0EXbrAEUfA6tUwbhw88YSShEgZUun19CSwCiieNfZ84CmgbaaCEkm78eOhU6cwPuKKK+D222HrreOOSiQnpJIo9nP3FgmvXzOzOZkKSCStvv0Wrr021Bz22y+MjTjiiLijEskpqQy4m2VmhxS/MLM2wJTMhSSSJiNGhOk3nnoKunULPZyUJETKLZUaRRvgQjNbFr1uACw0s/cIcyg3z1h0IhXx5Zdw5ZUhURx4IIwdG55FpEJSSRQnZzwKkXRwhyFD4JprQmP1HXeE206an0mkUlIZmb3UzLYH9kjcXwPuJKssWQKXXhoarY84AgYNCm0SIlJpZSYKM+tJmNvpI6KJAdGAO8kWRUVhNHW3bmHKjQcfhM6doUZKq/yKSApSufV0LmGq8bWZDkakXN5/P0ziN2UKnHQSPPIINGwYd1QieSeVP7vmAdtlOhCRlK1bF8ZBtGgBCxaEdomxY5UkRDIklRrFHYQusvNIWIfC3U/PWFQipZk5M0y/MXs2tG0L/frBLrvEHZVIXkslUQwB7gTeA4oyG45IKX75BW69Ffr0gXr14IUXwmyvIpJxqSSKr929b8YjESnNW2+FWsSiRdChA9x9N2y/fdxRiVQbqSSKGWZ2BzCajW89qXusZNaqVaE3U//+YaW5CRPg+OPjjkqk2kklURQPaT0koaxS3WPNrC3wL6AJ0NrdCxPe6wZ0BDYAXdz91YqeR3LY2LFhXMRnn8FVV8Ftt8FWW8UdlUi1lMqAu0ysSzEPOAt4JLHQzJoC5wHNgD8AE81sX3ffkIEYJBt98w1cfXWYn6lJk9D19dBD445KpFpLpUaBmf2R8OX9n3Uo3P3Wip7U3RdGx930rTOAZ939V+ATM1sMtAbeqei5JEe4h1XmrrwyzPh6003QvTtsvnnckYlUe6mMzB4A1AWOAQYB5wDTMxTPbsDUhNefRWUlxdUJ6ATQoEGDDIUjVWL5crj8chg5Elq1CtNwtGhR9udEpEqkMuDuMHe/EPjO3W8BDiXM+5SUmU00s3klPM5I9rESyryEMtx9oLsXuHtBvXr1UrgMyTru8Nhj4RbTuHFw110wdaqShEiWSeXW0y/R82oz+wPwDbBnWR9y94p0T/mMjZPQ7sAXFTiOZLtPPgkrzk2cCEcdBY8+CvvuG3dUIlKCVGoUL5nZdkAfYCawBHgmQ/GMBs4zs83NbE+gMZm7zSVx2LABHngA9t8fpk2Dhx+G115TkhDJYqn0euoZbY4ws5eAOu7+Q2VOamZnEtbgrge8bGaz3f0kd59vZsOBBcB64Ar1eMojCxaEgXNTp8Kpp8KAAbBHmXcxRSRmpdYozOxgM9s14fWFwHCgp5ntUJmTuvuL7r67u2/u7ru4+0kJ7/Vy973dfT93H1uZ80iWWLsWevYMq8x9+CEMHQovvaQkIZIjkt16egRYC2BmRwG9gSeBH4CBmQ9N8kJhIRx8MPToAWedFWoV7dqFtSNEJCckSxQ13f3baPsvwEB3H+HuNwH7ZD40yWm//ALXXw9t2sDXX8OoUfDMM7DzznFHJiLllDRRmFlxG8ZxwL8T3ktpoJ5UU5MnQ/PmYabXjh1h/nw4XbPSi+SqZIniGWCymY0idJF9E8DM9iHcfhLZ2I8/hmVIjz46LFE6aRIMHAjbad0rkVxWas3A3XuZ2SSgPjDe3YsHvtUA/l4VwUkOeflluOwy+OILuOaasHbEllvGHZWIpEHSW0juPrWEskWZC0dyztdfQ9euMGwYNGsW5mtq0ybuqEQkjVIZcCfye+7w7LNh+o3hw+Hmm8MypUoSInlHjdJSfp9/HibxGz06dH0dPBgOOCDuqEQkQ1SjkNS5hzmZmjYNq83dfTe8846ShEieU41CUvPRR/C3v4V5mY4+OiSMfTScRqQ6UI1CktuwAe69N9QaZswI3V0nTVKSEKlGVKOQ0s2bFwbMTZ8Of/pTmOl1txLXkRKRPKYahfze2rVwyy1w0EHw8cdh6o1Ro5QkRKop1ShkY9Onh1rEvHlwwQVh7Yiddoo7KhGJkWoUEqxeDddeC4ceCt99B2PGhEF0ShIi1Z5qFBJ6Ml1ySbjNdOmlcOedsO22cUclIllCNYrq7IcfwrrVxx4LNWqEhDFggJKEiGxEiaK6GjMmDJwbPBj+8Q+YMyeMjxAR2YQSRXWzciWcf35YH2LHHWHaNLjrLqhbN+7IRCRLKVFUF+7w9NNhEr8RI8I04IWFUFAQd2QikuXUmF0dfPppWFDo5ZfD7K6DB4cpwUVEUqAaRT4rKgqN082ahYbq++6DKVOUJESkXFSjyFcffhgm8Zs8GY47LszRtNdecUclIjlINYp8s3499OkDzZvD7NnhNtOECUoSIlJhqlHkk7lzw/QbhYVwxhnw0EPwhz/EHZWI5LhYahRm1sfM3jezuWb2opltl/BeNzNbbGYfmNlJccSXc379FXr0gFatYNmysDTpiy8qSYhIWsR162kCsL+7NwcWAd0AzKwpcB7QDDgZeMjMasYUY2545x048EDo2TOMj1iwANq2BbO4IxORPBFLonD38e6+Pno5Fdg92j4DeNbdf3X3T4DFQOs4Ysx6P/8MXbvC4YfDTz/BK6/Ak0+GQXQiImmUDY3ZHYCx0fZuwKcJ730WlUmiiRNh//3DFOCdO4cpwU85Je6oRCRPZawx28wmAruW8FZ3dx8V7dMdWA8MK/5YCft7KcfvBHQCaNCgQaXjzQnffx+mAn/sMWjcGN54A448Mu6oRCTPZSxRuPvxyd43s/bAacBx7l6cDD4D9kjYbXfgi1KOPxAYCFBQUFBiMskrI0fC5ZfDihVw442h8XqLLeKOSkSqgbh6PZ0M3ACc7u6rE94aDZxnZpub2Z5AY2B6HDFmja++gnPPhTPPhJ13DpP43XGHkoSIVJm4xlE8CGwOTLDQO2equ1/m7vPNbDiwgHBL6gp33xBTjPFyh6FDQ4P1Tz9Br15hOvBateKOTESqmVgShbvvk+S9XkCvKgwn+yxbFlaaGzcODjsMBg0Ks76KiMQgG3o9SbGTm786AAAMOUlEQVSiIujfP0za9+ab0LdveFaSEJEYaQqPbPHBB2Hd6rfeghNOCJP4NWoUd1QiIqpRxG79eujdG1q0COMhHn8cXn1VSUJEsoZqFHGaPTtM4jdzJpx1VrjttGtJQ09EROKjGkUc1qyB7t3DMqSffw7PPx+WJ1WSEJEspBpFVZsyJdQiPvgALroI7rkHdtgh7qhEREqlGkVV+ekn6NIlTLmxZk1oh3j8cSUJEcl6ShRVYfz4MInfgw/ClVeGRusTT4w7KhGRlChRZNK338LFF8NJJ0GdOr+Njdhqq7gjExFJmRJFpowYAU2bwlNPwf/+b+jhdPjhcUclIlJuasxOt+XLw+2lF14IK8+NGwctW8YdlYhIhalGkS7u8MQToRbx8sthEN20aUoSIpLzVKNIhyVLoFMnmDABjjgiTOK3335xRyUikhaqUVRGURH06xd6NL3zThhZPXmykoSI5BXVKCpq4cIwid/bb8PJJ8OAAdCwYdxRiYiknWoU5bVuHdx+e2h7eP99ePJJeOUVJQkRyVuqUZTHzJnQoQPMmQNt24bbTrvsEndUIiIZpRpFKn75BW68EVq3DmtYv/ACDB+uJCEi1YJqFGV5883QFrFoUZjMr08f2H77uKMSEakyqlGUZtUquOIKOOooWLs2dH0dNEhJQkSqHSWKkowdG9atfvhh6No1TOJ3/PFxRyUiEgslikTffAMXXginnhom7psyBe67D7bcMu7IRERio0QBYfqN4cOhSRN45hm46SaYNQsOPTTuyEREYqfG7C++CG0RI0dCq1YwcSI0bx53VCIiWaP61ijcYfDgMInfuHFw110wdaqShIjIJmJJFGbW08zmmtlsMxtvZn+Iys3M+prZ4uj9gzISwMcfwwknhG6vLVrA3Lnwj3/AZqpgiYhsKq4aRR93b+7uLYGXgB5R+SlA4+jRCXg4rWfdsAHuvx8OOACmTw+9ml57DRo3TutpRETySSx/Qrv7jwkvtwQ82j4DeNLdHZhqZtuZWX13X17pky5YEAbMTZ0aejUNGAB77FHpw4qI5LvY2ijMrJeZfQq047caxW7Apwm7fRaVVdzatdCzZ5jE78MPYehQeOklJQkRkRRlLFGY2UQzm1fC4wwAd+/u7nsAw4Ariz9WwqG8hDLMrJOZFZpZ4cqVK0sO4t13oaAAevSAs88OtYp27cBKOo2IiJQkY7ee3D3VocxPAy8DNxNqEIl/6u8OfFHK8QcCAwEKCgo2TiarV8O//gX33AO77gqjRsHpp5fvAkREBIiv11Ni6/HpwPvR9mjgwqj30yHAD+Vun5g8OfRk6tMntEksWKAkISJSCXH1B+1tZvsBRcBS4LKo/BXgVGAxsBq4OOUj/vgj3HBDaKTeay+YNAmOPTbNYYuIVD8WOhjltoLGjb1wzZowyrpr19B4Xbdu3GGJiGQ1M5vh7gVl7ZcfI8wWLw6zvT7/PLRpE3c0IiJ5JS9qFGa2knALK5mdgK+rIJyqpGvKDfl2Tfl2PVB9r6mhu9cr60B5kShSYWaFqVSxcomuKTfk2zXl2/WArqks1XdSQBERSYkShYiIJFWdEsXAuAPIAF1Tbsi3a8q36wFdU1LVpo1CREQqpjrVKEREpALyPlHEvkhSBphZHzN7P4r7RTPbLuG9btE1fWBmJ8UZZ6rMrK2ZzTezIjMr2OS9nLueYmZ2chT3YjO7Me54KsLMHjOzFWY2L6FsBzObYGYfRs/bxxljeZnZHmb2mpktjH7vrorKc/K6zKyOmU03sznR9dwSle9pZtOi63nOzGpX+CTuntcPYJuE7S7AgGj7VGAsYcbaQ4Bpccdajms6Edgs2r4TuDPabgrMATYH9gQ+AmrGHW8K19ME2A94HShIKM/J64lirxnFuxdQO7qOpnHHVYHrOAo4CJiXUHYXcGO0fWPx71+uPID6wEHR9tbAouh3LSevK/oO2yrargVMi77ThgPnReUDgM4VPUfe1yg8hUWS3H0qsJ2Z1a/yACvA3ce7+/ro5VTCLLsQrulZd//V3T8hzJnVOo4Yy8PdF7r7ByW8lZPXE2kNLHb3j919LfAs4Xpyiru/AXy7SfEZwJBoewjw5yoNqpLcfbm7z4y2VwELCeve5OR1Rd9hP0Uva0UPB44Fno/KK3U9eZ8ooAoXSYpHB0LNCPLnmorl8vXkcuxl2cWjWZ2j551jjqfCzKwRcCDhr/CcvS4zq2lms4EVwARCbfb7hD8oK/X7lxeJItOLJMWhrGuK9ukOrCdcF2TxNaVyPSV9rISyrLieFORy7NWCmW0FjAC6bnLnIee4+wZ3b0m4u9CacDv3d7tV9Ph5MSmgZ3iRpDiUdU1m1h44DTjOo5uQZPE1lePfKFHWXk8Kcjn2snxVvJZ9dLt2RdwBlZeZ1SIkiWHu/kJUnPPX5e7fm9nrhDaK7cxss6hWUanfv7yoUSST0UWSYmJmJwM3AKe7++qEt0YD55nZ5ma2J9AYmB5HjGmSy9fzLtA46nlSGziPcD35YDTQPtpuD4yKMZZyMzMDBgML3f3ehLdy8rrMrF5xz0cz2wI4ntDu8hpwTrRb5a4n7hb7KugRMAKYB8wFxgC7JfQU6E+4l/ceCb1tsv1BaNT9FJgdPQYkvNc9uqYPgFPijjXF6zmT8Bf4r8BXwKu5fD0JsZ9K6FHzEdA97ngqeA3PAMuBddG/UUdgR2AS8GH0vEPccZbzmo4g3IaZm/B/6NRcvS6gOTArup55QI+ofC/CH1aLgf8DNq/oOTQyW0REksr7W08iIlI5ShQiIpKUEoWIiCSlRCEiIkkpUYiISFJKFJI1zGzHaJbf2Wb2pZl9Hm1/b2YLqjiWlmZ2asLr0ys6A6yZLTGznUoo39bMnjSzj6LHsEzMWJrsWszsX2Z2XbrPKflFiUKyhrt/4+4tPUxFMAC4L9puCRSl+3xmlmxmgpaEvvXFsY12995pDmEw8LG77+3uexP6uz+R5nNA1VyL5DElCskVNc3s0Wi+/fHRCFTMbG8zG2dmM8zsTTP7r6i8oZlNsrBmxyQzaxCVP2Fm95rZa8CdZralhTUX3jWzWWZ2RjSS+lbgL1GN5i9mdpGZPRgdYxcL64DMiR6HReUjozjmm1mnZBdjZvsArYCeCcW3Ai3MbD8zO9rMXkrY/0Ezuyja7hHFO8/MBkYjjTGz183sTgtrEywysyPLupZNYirtZ9k2OtccM3uj/P90kuuUKCRXNAb6u3sz4Hvg7Kh8IPB3d28FXAc8FJU/SJhGvjlh0sS+CcfaFzje3a8ljPz+t7sfDBwD9CFM09wDeC6q4Ty3SSx9gcnu3oKwVsP8qLxDFEcB0MXMdkxyPU2B2e6+obgg2p5FyRO6JXrQ3Q929/2BLQhzfhXbzN1bA12Bmz1McZ7sWhKV9rPsAZwUXe/pZcQmeSgvJgWUauETd58dbc8AGkWzfx4G/F/0RzWERY4ADgXOirafIixKU+z/Er6gTwROT7hPXwdoUEYsxwIXwn++3H+IyruY2ZnR9h6E5PZNKccwSp7Ns6RZZzd1jJldD9QFdiAkqjHRe8UT3M0AGqVwrHDS5D/LKcATZjY84fhSjShRSK74NWF7A+Ev6RqEOfdbpvD5xC/lnxO2DTjbN1k4yczalCc4MzuaMBnboe6+OprBs06Sj8wHDjSzGu5eFB2jBmHenpmEZJVY468T7VOH8Jd+gbt/amb/2uQ8xT+nDZTv/3epP0t3vyz6efwRmG1mLd29tAQoeUi3niRneVhD4BMzawv/WQe9RfT224QZWyEsWPVWKYd5Ffh7wn3+A6PyVYRlMksyCegc7V/TzLYBtgW+i5LEfxGmeU4W+2LCbaZ/JhT/E5jk7suApUBTCzPnbgscF+1TnBS+jmoB51C2ZNdSHE+pP0sz29vdp7l7D+BrNp4+XaoBJQrJde2AjmY2h/BXevFCSF2Ai81sLvBX4KpSPt+T0CYx18zm8Vvj8muEL+rZZvaXTT5zFeH2z3uEWzzNgHHAZtH5ehKWqC1LB8JU5IvNbCUhuVwG4O6fEtY8nktoY5kVlX8PPEqY8XgkYTrzsiS7lkSl/Sz7mNl70c/nDcL631KNaPZYkSxgZvsBrxAak1+JOx6RREoUIiKSlG49iYhIUkoUIiKSlBKFiIgkpUQhIiJJKVGIiEhSShQiIpKUEoWIiCT1/7exDfqLxICGAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "res = data.Rainfall\n",
    "fig = sm.qqplot(res, stats.t, fit=True, line='45')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "count    16755.000000\n",
       "mean       202.097225\n",
       "std        249.904476\n",
       "min          0.000000\n",
       "25%          7.000000\n",
       "50%        110.000000\n",
       "75%        315.000000\n",
       "max       3001.000000\n",
       "Name: Rainfall, dtype: float64"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "res.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.00      0.0\n",
       "0.14      0.0\n",
       "0.28     12.0\n",
       "0.42     58.0\n",
       "0.56    156.0\n",
       "0.70    266.0\n",
       "0.84    422.0\n",
       "0.98    920.0\n",
       "Name: Rainfall, dtype: float64"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "res.quantile(np.arange(0,1,0.14))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "x=data.drop('StationIndex', 1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_n = pd.get_dummies(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>StationIndex</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
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       "      <th>Station_Satkhira</th>\n",
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       "      <th>Station_Srimangal</th>\n",
       "      <th>Station_Sylhet</th>\n",
       "      <th>Station_Tangail</th>\n",
       "      <th>Station_Teknaf</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
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       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "      <td>16755.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>1994.478305</td>\n",
       "      <td>6.499731</td>\n",
       "      <td>202.097225</td>\n",
       "      <td>17.037899</td>\n",
       "      <td>0.012892</td>\n",
       "      <td>0.033662</td>\n",
       "      <td>0.032945</td>\n",
       "      <td>0.033065</td>\n",
       "      <td>0.030797</td>\n",
       "      <td>0.030081</td>\n",
       "      <td>...</td>\n",
       "      <td>0.032945</td>\n",
       "      <td>0.033662</td>\n",
       "      <td>0.032945</td>\n",
       "      <td>0.032229</td>\n",
       "      <td>0.033662</td>\n",
       "      <td>0.028648</td>\n",
       "      <td>0.033005</td>\n",
       "      <td>0.032945</td>\n",
       "      <td>0.021486</td>\n",
       "      <td>0.028648</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>13.162071</td>\n",
       "      <td>3.451905</td>\n",
       "      <td>249.904476</td>\n",
       "      <td>9.386235</td>\n",
       "      <td>0.112811</td>\n",
       "      <td>0.180362</td>\n",
       "      <td>0.178499</td>\n",
       "      <td>0.178811</td>\n",
       "      <td>0.172772</td>\n",
       "      <td>0.170814</td>\n",
       "      <td>...</td>\n",
       "      <td>0.178499</td>\n",
       "      <td>0.180362</td>\n",
       "      <td>0.178499</td>\n",
       "      <td>0.176613</td>\n",
       "      <td>0.180362</td>\n",
       "      <td>0.166821</td>\n",
       "      <td>0.178655</td>\n",
       "      <td>0.178499</td>\n",
       "      <td>0.145002</td>\n",
       "      <td>0.166821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>1970.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>1984.000000</td>\n",
       "      <td>4.000000</td>\n",
       "      <td>7.000000</td>\n",
       "      <td>9.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>1995.000000</td>\n",
       "      <td>6.000000</td>\n",
       "      <td>110.000000</td>\n",
       "      <td>17.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>2006.000000</td>\n",
       "      <td>9.500000</td>\n",
       "      <td>315.000000</td>\n",
       "      <td>25.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <th>max</th>\n",
       "      <td>2016.000000</td>\n",
       "      <td>12.000000</td>\n",
       "      <td>3001.000000</td>\n",
       "      <td>33.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>8 rows × 37 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               Year         Month      Rainfall  StationIndex  \\\n",
       "count  16755.000000  16755.000000  16755.000000  16755.000000   \n",
       "mean    1994.478305      6.499731    202.097225     17.037899   \n",
       "std       13.162071      3.451905    249.904476      9.386235   \n",
       "min     1970.000000      1.000000      0.000000      1.000000   \n",
       "25%     1984.000000      4.000000      7.000000      9.000000   \n",
       "50%     1995.000000      6.000000    110.000000     17.000000   \n",
       "75%     2006.000000      9.500000    315.000000     25.000000   \n",
       "max     2016.000000     12.000000   3001.000000     33.000000   \n",
       "\n",
       "       Station_Ambagan_ctg  Station_Barisal  Station_Bhola  Station_Bogra  \\\n",
       "count         16755.000000     16755.000000   16755.000000   16755.000000   \n",
       "mean              0.012892         0.033662       0.032945       0.033065   \n",
       "std               0.112811         0.180362       0.178499       0.178811   \n",
       "min               0.000000         0.000000       0.000000       0.000000   \n",
       "25%               0.000000         0.000000       0.000000       0.000000   \n",
       "50%               0.000000         0.000000       0.000000       0.000000   \n",
       "75%               0.000000         0.000000       0.000000       0.000000   \n",
       "max               1.000000         1.000000       1.000000       1.000000   \n",
       "\n",
       "       Station_Chandpur  Station_Chittagong       ...        Station_Rajshahi  \\\n",
       "count      16755.000000        16755.000000       ...            16755.000000   \n",
       "mean           0.030797            0.030081       ...                0.032945   \n",
       "std            0.172772            0.170814       ...                0.178499   \n",
       "min            0.000000            0.000000       ...                0.000000   \n",
       "25%            0.000000            0.000000       ...                0.000000   \n",
       "50%            0.000000            0.000000       ...                0.000000   \n",
       "75%            0.000000            0.000000       ...                0.000000   \n",
       "max            1.000000            1.000000       ...                1.000000   \n",
       "\n",
       "       Station_Rangamati  Station_Rangpur  Station_Sandwip  Station_Satkhira  \\\n",
       "count       16755.000000     16755.000000     16755.000000      16755.000000   \n",
       "mean            0.033662         0.032945         0.032229          0.033662   \n",
       "std             0.180362         0.178499         0.176613          0.180362   \n",
       "min             0.000000         0.000000         0.000000          0.000000   \n",
       "25%             0.000000         0.000000         0.000000          0.000000   \n",
       "50%             0.000000         0.000000         0.000000          0.000000   \n",
       "75%             0.000000         0.000000         0.000000          0.000000   \n",
       "max             1.000000         1.000000         1.000000          1.000000   \n",
       "\n",
       "       Station_Sitakunda  Station_Srimangal  Station_Sylhet  Station_Tangail  \\\n",
       "count       16755.000000       16755.000000    16755.000000     16755.000000   \n",
       "mean            0.028648           0.033005        0.032945         0.021486   \n",
       "std             0.166821           0.178655        0.178499         0.145002   \n",
       "min             0.000000           0.000000        0.000000         0.000000   \n",
       "25%             0.000000           0.000000        0.000000         0.000000   \n",
       "50%             0.000000           0.000000        0.000000         0.000000   \n",
       "75%             0.000000           0.000000        0.000000         0.000000   \n",
       "max             1.000000           1.000000        1.000000         1.000000   \n",
       "\n",
       "       Station_Teknaf  \n",
       "count    16755.000000  \n",
       "mean         0.028648  \n",
       "std          0.166821  \n",
       "min          0.000000  \n",
       "25%          0.000000  \n",
       "50%          0.000000  \n",
       "75%          0.000000  \n",
       "max          1.000000  \n",
       "\n",
       "[8 rows x 37 columns]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_n.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</table>\n",
       "<p>5 rows × 37 columns</p>\n",
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      ],
      "text/plain": [
       "   Year  Month  Rainfall  StationIndex  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0  1970      1         0             2                    0                1   \n",
       "1  1970      2        24             2                    0                1   \n",
       "2  1970      3         5             2                    0                1   \n",
       "3  1970      4        91             2                    0                1   \n",
       "4  1970      5       124             2                    0                1   \n",
       "\n",
       "   Station_Bhola  Station_Bogra  Station_Chandpur  Station_Chittagong  \\\n",
       "0              0              0                 0                   0   \n",
       "1              0              0                 0                   0   \n",
       "2              0              0                 0                   0   \n",
       "3              0              0                 0                   0   \n",
       "4              0              0                 0                   0   \n",
       "\n",
       "        ...        Station_Rajshahi  Station_Rangamati  Station_Rangpur  \\\n",
       "0       ...                       0                  0                0   \n",
       "1       ...                       0                  0                0   \n",
       "2       ...                       0                  0                0   \n",
       "3       ...                       0                  0                0   \n",
       "4       ...                       0                  0                0   \n",
       "\n",
       "   Station_Sandwip  Station_Satkhira  Station_Sitakunda  Station_Srimangal  \\\n",
       "0                0                 0                  0                  0   \n",
       "1                0                 0                  0                  0   \n",
       "2                0                 0                  0                  0   \n",
       "3                0                 0                  0                  0   \n",
       "4                0                 0                  0                  0   \n",
       "\n",
       "   Station_Sylhet  Station_Tangail  Station_Teknaf  \n",
       "0               0                0               0  \n",
       "1               0                0               0  \n",
       "2               0                0               0  \n",
       "3               0                0               0  \n",
       "4               0                0               0  \n",
       "\n",
       "[5 rows x 37 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_n.head()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Rainfall</th>\n",
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       "      <td>2786273</td>\n",
       "      <td>10070</td>\n",
       "      <td>23802</td>\n",
       "      <td>18</td>\n",
       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
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       "      <td>47</td>\n",
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       "      <td>47</td>\n",
       "      <td>40</td>\n",
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       "      <td>30</td>\n",
       "      <td>40</td>\n",
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       "      <th>3</th>\n",
       "      <td>2782319</td>\n",
       "      <td>61187</td>\n",
       "      <td>23770</td>\n",
       "      <td>18</td>\n",
       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>43</td>\n",
       "      <td>42</td>\n",
       "      <td>46</td>\n",
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       "      <td>47</td>\n",
       "      <td>46</td>\n",
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       "      <td>47</td>\n",
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       "      <td>40</td>\n",
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       "      <td>2786267</td>\n",
       "      <td>159705</td>\n",
       "      <td>23799</td>\n",
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       "      <td>47</td>\n",
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       "      <td>18</td>\n",
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       "      <td>46</td>\n",
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       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>45</td>\n",
       "      <td>47</td>\n",
       "      <td>40</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>30</td>\n",
       "      <td>40</td>\n",
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       "      <th>8</th>\n",
       "      <td>2784296</td>\n",
       "      <td>582588</td>\n",
       "      <td>23786</td>\n",
       "      <td>18</td>\n",
       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>43</td>\n",
       "      <td>42</td>\n",
       "      <td>46</td>\n",
       "      <td>...</td>\n",
       "      <td>46</td>\n",
       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>45</td>\n",
       "      <td>47</td>\n",
       "      <td>40</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>30</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
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       "      <th>9</th>\n",
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       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>45</td>\n",
       "      <td>47</td>\n",
       "      <td>40</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>30</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>2786274</td>\n",
       "      <td>254703</td>\n",
       "      <td>23816</td>\n",
       "      <td>18</td>\n",
       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>43</td>\n",
       "      <td>42</td>\n",
       "      <td>46</td>\n",
       "      <td>...</td>\n",
       "      <td>46</td>\n",
       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>45</td>\n",
       "      <td>47</td>\n",
       "      <td>40</td>\n",
       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>30</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>2790227</td>\n",
       "      <td>54812</td>\n",
       "      <td>23798</td>\n",
       "      <td>18</td>\n",
       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>49</td>\n",
       "      <td>43</td>\n",
       "      <td>42</td>\n",
       "      <td>46</td>\n",
       "      <td>...</td>\n",
       "      <td>46</td>\n",
       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>45</td>\n",
       "      <td>47</td>\n",
       "      <td>40</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>30</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>2778359</td>\n",
       "      <td>11626</td>\n",
       "      <td>23747</td>\n",
       "      <td>18</td>\n",
       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>45</td>\n",
       "      <td>43</td>\n",
       "      <td>42</td>\n",
       "      <td>46</td>\n",
       "      <td>...</td>\n",
       "      <td>46</td>\n",
       "      <td>47</td>\n",
       "      <td>46</td>\n",
       "      <td>45</td>\n",
       "      <td>47</td>\n",
       "      <td>40</td>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>30</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>12 rows × 36 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          Year  Rainfall  StationIndex  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "Month                                                                          \n",
       "1      2786273     10070         23802                   18               47   \n",
       "2      2784296     28929         23786                   18               47   \n",
       "3      2782319     61187         23770                   18               47   \n",
       "4      2786267    159705         23799                   18               47   \n",
       "5      2784296    384035         23786                   18               47   \n",
       "6      2786285    647853         23808                   18               47   \n",
       "7      2784296    740956         23786                   18               47   \n",
       "8      2784296    582588         23786                   18               47   \n",
       "9      2784296    449675         23786                   18               47   \n",
       "10     2786274    254703         23816                   18               47   \n",
       "11     2790227     54812         23798                   18               47   \n",
       "12     2778359     11626         23747                   18               47   \n",
       "\n",
       "       Station_Bhola  Station_Bogra  Station_Chandpur  Station_Chittagong  \\\n",
       "Month                                                                       \n",
       "1                 46             46                43                  42   \n",
       "2                 46             46                43                  42   \n",
       "3                 46             46                43                  42   \n",
       "4                 46             46                43                  42   \n",
       "5                 46             46                43                  42   \n",
       "6                 46             46                43                  42   \n",
       "7                 46             46                43                  42   \n",
       "8                 46             46                43                  42   \n",
       "9                 46             46                43                  42   \n",
       "10                46             46                43                  42   \n",
       "11                46             49                43                  42   \n",
       "12                46             45                43                  42   \n",
       "\n",
       "       Station_Comilla       ...        Station_Rajshahi  Station_Rangamati  \\\n",
       "Month                        ...                                              \n",
       "1                   46       ...                      46                 47   \n",
       "2                   46       ...                      46                 47   \n",
       "3                   46       ...                      46                 47   \n",
       "4                   46       ...                      46                 47   \n",
       "5                   46       ...                      46                 47   \n",
       "6                   46       ...                      46                 47   \n",
       "7                   46       ...                      46                 47   \n",
       "8                   46       ...                      46                 47   \n",
       "9                   46       ...                      46                 47   \n",
       "10                  46       ...                      46                 47   \n",
       "11                  46       ...                      46                 47   \n",
       "12                  46       ...                      46                 47   \n",
       "\n",
       "       Station_Rangpur  Station_Sandwip  Station_Satkhira  Station_Sitakunda  \\\n",
       "Month                                                                          \n",
       "1                   46               45                47                 40   \n",
       "2                   46               45                47                 40   \n",
       "3                   46               45                47                 40   \n",
       "4                   46               45                47                 40   \n",
       "5                   46               45                47                 40   \n",
       "6                   46               45                47                 40   \n",
       "7                   46               45                47                 40   \n",
       "8                   46               45                47                 40   \n",
       "9                   46               45                47                 40   \n",
       "10                  46               45                47                 40   \n",
       "11                  46               45                47                 40   \n",
       "12                  46               45                47                 40   \n",
       "\n",
       "       Station_Srimangal  Station_Sylhet  Station_Tangail  Station_Teknaf  \n",
       "Month                                                                      \n",
       "1                     46              46               30              40  \n",
       "2                     46              46               30              40  \n",
       "3                     46              46               30              40  \n",
       "4                     46              46               30              40  \n",
       "5                     46              46               30              40  \n",
       "6                     46              46               30              40  \n",
       "7                     46              46               30              40  \n",
       "8                     46              46               30              40  \n",
       "9                     46              46               30              40  \n",
       "10                    47              46               30              40  \n",
       "11                    46              46               30              40  \n",
       "12                    46              46               30              40  \n",
       "\n",
       "[12 rows x 36 columns]"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_n.groupby(['Month']).sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 191,
   "metadata": {},
   "outputs": [],
   "source": [
    "dftrf=data_n[['Year', 'Month', 'Rainfall']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 192,
   "metadata": {},
   "outputs": [],
   "source": [
    "dftrf=dftrf.groupby(['Year', 'Month']).sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 193,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>Rainfall</th>\n",
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       "      <th>Year</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
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       "      <th rowspan=\"5\" valign=\"top\">1970</th>\n",
       "      <th>1</th>\n",
       "      <td>367</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>531</td>\n",
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       "      <th>3</th>\n",
       "      <td>484</td>\n",
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       "      <th>4</th>\n",
       "      <td>2038</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
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      ],
      "text/plain": [
       "            Rainfall\n",
       "Year Month          \n",
       "1970 1           367\n",
       "     2           531\n",
       "     3           484\n",
       "     4          2038\n",
       "     5          3598"
      ]
     },
     "execution_count": 193,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dftrf.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 194,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>Month</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>9723</th>\n",
       "      <td>1999</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9724</th>\n",
       "      <td>1999</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9725</th>\n",
       "      <td>1999</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9726</th>\n",
       "      <td>1999</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9727</th>\n",
       "      <td>1999</td>\n",
       "      <td>5</td>\n",
       "      <td>403</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9728</th>\n",
       "      <td>1999</td>\n",
       "      <td>6</td>\n",
       "      <td>896</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9729</th>\n",
       "      <td>1999</td>\n",
       "      <td>7</td>\n",
       "      <td>609</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9730</th>\n",
       "      <td>1999</td>\n",
       "      <td>8</td>\n",
       "      <td>834</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9731</th>\n",
       "      <td>1999</td>\n",
       "      <td>9</td>\n",
       "      <td>244</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9732</th>\n",
       "      <td>1999</td>\n",
       "      <td>10</td>\n",
       "      <td>198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9733</th>\n",
       "      <td>1999</td>\n",
       "      <td>11</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9734</th>\n",
       "      <td>1999</td>\n",
       "      <td>12</td>\n",
       "      <td>81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10095</th>\n",
       "      <td>2000</td>\n",
       "      <td>1</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10096</th>\n",
       "      <td>2000</td>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10097</th>\n",
       "      <td>2000</td>\n",
       "      <td>3</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10098</th>\n",
       "      <td>2000</td>\n",
       "      <td>4</td>\n",
       "      <td>119</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10099</th>\n",
       "      <td>2000</td>\n",
       "      <td>5</td>\n",
       "      <td>464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10100</th>\n",
       "      <td>2000</td>\n",
       "      <td>6</td>\n",
       "      <td>622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10101</th>\n",
       "      <td>2000</td>\n",
       "      <td>7</td>\n",
       "      <td>708</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10102</th>\n",
       "      <td>2000</td>\n",
       "      <td>8</td>\n",
       "      <td>564</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10103</th>\n",
       "      <td>2000</td>\n",
       "      <td>9</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10104</th>\n",
       "      <td>2000</td>\n",
       "      <td>10</td>\n",
       "      <td>488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10105</th>\n",
       "      <td>2000</td>\n",
       "      <td>11</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10106</th>\n",
       "      <td>2000</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10491</th>\n",
       "      <td>2001</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10492</th>\n",
       "      <td>2001</td>\n",
       "      <td>2</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10493</th>\n",
       "      <td>2001</td>\n",
       "      <td>3</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10494</th>\n",
       "      <td>2001</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10495</th>\n",
       "      <td>2001</td>\n",
       "      <td>5</td>\n",
       "      <td>461</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10496</th>\n",
       "      <td>2001</td>\n",
       "      <td>6</td>\n",
       "      <td>601</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15585</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15586</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>599</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15587</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>355</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15588</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>107</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15589</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15590</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15975</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15976</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15977</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15978</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>292</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15979</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15980</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>699</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15981</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>1466</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15982</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>586</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15983</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>390</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15984</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>349</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15985</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15986</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16371</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16372</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16373</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16374</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16375</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>274</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16376</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>268</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16377</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>583</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16378</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>390</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16379</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>386</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16380</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>157</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16381</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16382</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>216 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Year  Month  Station_Ambagan_ctg\n",
       "9723   1999      1                    0\n",
       "9724   1999      2                    0\n",
       "9725   1999      3                    1\n",
       "9726   1999      4                    0\n",
       "9727   1999      5                  403\n",
       "9728   1999      6                  896\n",
       "9729   1999      7                  609\n",
       "9730   1999      8                  834\n",
       "9731   1999      9                  244\n",
       "9732   1999     10                  198\n",
       "9733   1999     11                   11\n",
       "9734   1999     12                   81\n",
       "10095  2000      1                   34\n",
       "10096  2000      2                   10\n",
       "10097  2000      3                   46\n",
       "10098  2000      4                  119\n",
       "10099  2000      5                  464\n",
       "10100  2000      6                  622\n",
       "10101  2000      7                  708\n",
       "10102  2000      8                  564\n",
       "10103  2000      9                  165\n",
       "10104  2000     10                  488\n",
       "10105  2000     11                   15\n",
       "10106  2000     12                    0\n",
       "10491  2001      1                    0\n",
       "10492  2001      2                    7\n",
       "10493  2001      3                    8\n",
       "10494  2001      4                   40\n",
       "10495  2001      5                  461\n",
       "10496  2001      6                  601\n",
       "...     ...    ...                  ...\n",
       "15585  2014      7                  389\n",
       "15586  2014      8                  599\n",
       "15587  2014      9                  355\n",
       "15588  2014     10                  107\n",
       "15589  2014     11                    1\n",
       "15590  2014     12                    0\n",
       "15975  2015      1                    4\n",
       "15976  2015      2                    0\n",
       "15977  2015      3                   18\n",
       "15978  2015      4                  292\n",
       "15979  2015      5                  110\n",
       "15980  2015      6                  699\n",
       "15981  2015      7                 1466\n",
       "15982  2015      8                  586\n",
       "15983  2015      9                  390\n",
       "15984  2015     10                  349\n",
       "15985  2015     11                    4\n",
       "15986  2015     12                    9\n",
       "16371  2016      1                    2\n",
       "16372  2016      2                   17\n",
       "16373  2016      3                   65\n",
       "16374  2016      4                   36\n",
       "16375  2016      5                  274\n",
       "16376  2016      6                  268\n",
       "16377  2016      7                  583\n",
       "16378  2016      8                  390\n",
       "16379  2016      9                  386\n",
       "16380  2016     10                  157\n",
       "16381  2016     11                   96\n",
       "16382  2016     12                    0\n",
       "\n",
       "[216 rows x 3 columns]"
      ]
     },
     "execution_count": 194,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ctg_data=data_n[['Year', 'Month','Rainfall', 'Station_Ambagan_ctg']]\n",
    "ctg_data=ctg_data.loc[ctg_data[\"Station_Ambagan_ctg\"]==1]\n",
    "ctg_data=ctg_data.drop(['Station_Ambagan_ctg'] , axis=1)\n",
    "ctg_data=ctg_data.rename(columns = {'Rainfall':'Station_Ambagan_ctg'})\n",
    "ctg_data\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 195,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>367</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>531</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>7071</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>534</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>535</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>536</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>564 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg\n",
       "0    1970      1       367                  NaN\n",
       "1    1970      2       531                  NaN\n",
       "2    1970      3       484                  NaN\n",
       "3    1970      4      2038                  NaN\n",
       "4    1970      5      3598                  NaN\n",
       "5    1970      6      9105                  NaN\n",
       "6    1970      7     13796                  NaN\n",
       "7    1970      8      7796                  NaN\n",
       "8    1970      9      7400                  NaN\n",
       "9    1970     10      6521                  NaN\n",
       "10   1970     11       997                  NaN\n",
       "11   1970     12         0                  NaN\n",
       "12   1971      1       147                  NaN\n",
       "13   1971      2        87                  NaN\n",
       "14   1971      3        71                  NaN\n",
       "15   1971      4       373                  NaN\n",
       "16   1971      5      1941                  NaN\n",
       "17   1971      6      8024                  NaN\n",
       "18   1971      7      9841                  NaN\n",
       "19   1971      8     10674                  NaN\n",
       "20   1971      9      6285                  NaN\n",
       "21   1971     10      3480                  NaN\n",
       "22   1971     11      2518                  NaN\n",
       "23   1971     12         1                  NaN\n",
       "24   1972      1        21                  NaN\n",
       "25   1972      2       427                  NaN\n",
       "26   1972      3       366                  NaN\n",
       "27   1972      4      1949                  NaN\n",
       "28   1972      5      3038                  NaN\n",
       "29   1972      6      7071                  NaN\n",
       "..    ...    ...       ...                  ...\n",
       "534  2014      7     12256                389.0\n",
       "535  2014      8     14843                599.0\n",
       "536  2014      9     11181                355.0\n",
       "537  2014     10      2581                107.0\n",
       "538  2014     11        50                  1.0\n",
       "539  2014     12         2                  0.0\n",
       "540  2015      1       344                  4.0\n",
       "541  2015      2       552                  0.0\n",
       "542  2015      3       719                 18.0\n",
       "543  2015      4      5900                292.0\n",
       "544  2015      5      5751                110.0\n",
       "545  2015      6     19576                699.0\n",
       "546  2015      7     28468               1466.0\n",
       "547  2015      8     15053                586.0\n",
       "548  2015      9     12641                390.0\n",
       "549  2015     10      4517                349.0\n",
       "550  2015     11       328                  4.0\n",
       "551  2015     12       261                  9.0\n",
       "552  2016      1       230                  2.0\n",
       "553  2016      2      1331                 17.0\n",
       "554  2016      3      1563                 65.0\n",
       "555  2016      4      2734                 36.0\n",
       "556  2016      5     11171                274.0\n",
       "557  2016      6     10486                268.0\n",
       "558  2016      7     18454                583.0\n",
       "559  2016      8     12262                390.0\n",
       "560  2016      9      9020                386.0\n",
       "561  2016     10      5972                157.0\n",
       "562  2016     11      2973                 96.0\n",
       "563  2016     12        22                  0.0\n",
       "\n",
       "[564 rows x 4 columns]"
      ]
     },
     "execution_count": 195,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "new_df=pd.merge(dftrf, ctg_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "new_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 196,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "\n",
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       "        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>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Station_Barisal</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>408</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>317</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>253</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>267</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>503</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>394</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>528</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>529</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>530</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>531</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>532</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>533</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>262</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15597</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15598</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>253</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15599</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>254</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15600</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15601</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15602</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15987</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15988</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15989</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15990</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15991</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15992</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>641</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15993</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>785</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15994</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>254</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15995</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15996</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15997</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15998</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16383</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16384</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16385</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16386</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16387</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>438</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16388</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>318</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16389</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16390</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>574</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16391</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>286</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16392</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16393</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16394</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>564 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Year  Month  Station_Barisal\n",
       "0      1970      1                0\n",
       "1      1970      2               24\n",
       "2      1970      3                5\n",
       "3      1970      4               91\n",
       "4      1970      5              124\n",
       "5      1970      6              408\n",
       "6      1970      7              530\n",
       "7      1970      8              317\n",
       "8      1970      9              571\n",
       "9      1970     10              253\n",
       "10     1970     11               90\n",
       "11     1970     12                0\n",
       "264    1971      1                7\n",
       "265    1971      2                1\n",
       "266    1971      3                0\n",
       "267    1971      4              104\n",
       "268    1971      5              267\n",
       "269    1971      6              503\n",
       "270    1971      7              250\n",
       "271    1971      8              233\n",
       "272    1971      9              394\n",
       "273    1971     10              152\n",
       "274    1971     11              114\n",
       "275    1971     12                0\n",
       "528    1972      1                0\n",
       "529    1972      2               58\n",
       "530    1972      3                0\n",
       "531    1972      4              121\n",
       "532    1972      5              130\n",
       "533    1972      6              262\n",
       "...     ...    ...              ...\n",
       "15597  2014      7              277\n",
       "15598  2014      8              253\n",
       "15599  2014      9              254\n",
       "15600  2014     10               66\n",
       "15601  2014     11                0\n",
       "15602  2014     12                0\n",
       "15987  2015      1                3\n",
       "15988  2015      2               24\n",
       "15989  2015      3               18\n",
       "15990  2015      4              135\n",
       "15991  2015      5               72\n",
       "15992  2015      6              641\n",
       "15993  2015      7              785\n",
       "15994  2015      8              254\n",
       "15995  2015      9              352\n",
       "15996  2015     10              128\n",
       "15997  2015     11               19\n",
       "15998  2015     12                3\n",
       "16383  2016      1                1\n",
       "16384  2016      2               31\n",
       "16385  2016      3                8\n",
       "16386  2016      4               51\n",
       "16387  2016      5              438\n",
       "16388  2016      6              318\n",
       "16389  2016      7              497\n",
       "16390  2016      8              574\n",
       "16391  2016      9              286\n",
       "16392  2016     10               55\n",
       "16393  2016     11               92\n",
       "16394  2016     12                0\n",
       "\n",
       "[564 rows x 3 columns]"
      ]
     },
     "execution_count": 196,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "barisal_data=data_n[['Year', 'Month','Rainfall', 'Station_Barisal']]\n",
    "barisal_data=barisal_data.loc[barisal_data[\"Station_Barisal\"]==1]\n",
    "barisal_data=barisal_data.drop(['Station_Barisal'] , axis=1)\n",
    "barisal_data=barisal_data.rename(columns = {'Rainfall':'Station_Barisal'})\n",
    "barisal_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 197,
   "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",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>367</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>531</td>\n",
       "      <td>NaN</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "      <td>408</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>7071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>262</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>534</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>535</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>536</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>564 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal\n",
       "0    1970      1       367                  NaN                0\n",
       "1    1970      2       531                  NaN               24\n",
       "2    1970      3       484                  NaN                5\n",
       "3    1970      4      2038                  NaN               91\n",
       "4    1970      5      3598                  NaN              124\n",
       "5    1970      6      9105                  NaN              408\n",
       "6    1970      7     13796                  NaN              530\n",
       "7    1970      8      7796                  NaN              317\n",
       "8    1970      9      7400                  NaN              571\n",
       "9    1970     10      6521                  NaN              253\n",
       "10   1970     11       997                  NaN               90\n",
       "11   1970     12         0                  NaN                0\n",
       "12   1971      1       147                  NaN                7\n",
       "13   1971      2        87                  NaN                1\n",
       "14   1971      3        71                  NaN                0\n",
       "15   1971      4       373                  NaN              104\n",
       "16   1971      5      1941                  NaN              267\n",
       "17   1971      6      8024                  NaN              503\n",
       "18   1971      7      9841                  NaN              250\n",
       "19   1971      8     10674                  NaN              233\n",
       "20   1971      9      6285                  NaN              394\n",
       "21   1971     10      3480                  NaN              152\n",
       "22   1971     11      2518                  NaN              114\n",
       "23   1971     12         1                  NaN                0\n",
       "24   1972      1        21                  NaN                0\n",
       "25   1972      2       427                  NaN               58\n",
       "26   1972      3       366                  NaN                0\n",
       "27   1972      4      1949                  NaN              121\n",
       "28   1972      5      3038                  NaN              130\n",
       "29   1972      6      7071                  NaN              262\n",
       "..    ...    ...       ...                  ...              ...\n",
       "534  2014      7     12256                389.0              277\n",
       "535  2014      8     14843                599.0              253\n",
       "536  2014      9     11181                355.0              254\n",
       "537  2014     10      2581                107.0               66\n",
       "538  2014     11        50                  1.0                0\n",
       "539  2014     12         2                  0.0                0\n",
       "540  2015      1       344                  4.0                3\n",
       "541  2015      2       552                  0.0               24\n",
       "542  2015      3       719                 18.0               18\n",
       "543  2015      4      5900                292.0              135\n",
       "544  2015      5      5751                110.0               72\n",
       "545  2015      6     19576                699.0              641\n",
       "546  2015      7     28468               1466.0              785\n",
       "547  2015      8     15053                586.0              254\n",
       "548  2015      9     12641                390.0              352\n",
       "549  2015     10      4517                349.0              128\n",
       "550  2015     11       328                  4.0               19\n",
       "551  2015     12       261                  9.0                3\n",
       "552  2016      1       230                  2.0                1\n",
       "553  2016      2      1331                 17.0               31\n",
       "554  2016      3      1563                 65.0                8\n",
       "555  2016      4      2734                 36.0               51\n",
       "556  2016      5     11171                274.0              438\n",
       "557  2016      6     10486                268.0              318\n",
       "558  2016      7     18454                583.0              497\n",
       "559  2016      8     12262                390.0              574\n",
       "560  2016      9      9020                386.0              286\n",
       "561  2016     10      5972                157.0               55\n",
       "562  2016     11      2973                 96.0               92\n",
       "563  2016     12        22                  0.0                0\n",
       "\n",
       "[564 rows x 5 columns]"
      ]
     },
     "execution_count": 197,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "next_data=pd.merge(new_df, barisal_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 198,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Station_Bhola</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>402</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>287</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>503</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>288</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>584</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>381</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>107</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>1283</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>287</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>512</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15609</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>299</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15610</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>496</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15611</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>269</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15612</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15613</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15614</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15999</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16000</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16001</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16002</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16003</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16004</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>707</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16005</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>743</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16006</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>416</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16007</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>372</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16008</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>178</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16009</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16010</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16395</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16396</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16397</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16398</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16399</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>473</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16400</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>328</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16401</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>378</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16402</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>567</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16403</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16404</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16405</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16406</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>552 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Year  Month  Station_Bhola\n",
       "12     1970      1              0\n",
       "13     1970      2             26\n",
       "14     1970      3              4\n",
       "15     1970      4             70\n",
       "16     1970      5             69\n",
       "17     1970      6            402\n",
       "18     1970      7            233\n",
       "19     1970      8            287\n",
       "20     1970      9            503\n",
       "21     1970     10            288\n",
       "22     1970     11              9\n",
       "23     1970     12              0\n",
       "276    1971      1              0\n",
       "277    1971      2              0\n",
       "278    1971      3              0\n",
       "279    1971      4              0\n",
       "280    1971      5            247\n",
       "281    1971      6            584\n",
       "282    1971      7            409\n",
       "283    1971      8            381\n",
       "284    1971      9            409\n",
       "285    1971     10            107\n",
       "286    1971     11           1283\n",
       "287    1971     12              0\n",
       "540    1972      1              0\n",
       "541    1972      2             13\n",
       "542    1972      3              0\n",
       "543    1972      4             59\n",
       "544    1972      5             64\n",
       "545    1972      6            512\n",
       "...     ...    ...            ...\n",
       "15609  2014      7            299\n",
       "15610  2014      8            496\n",
       "15611  2014      9            269\n",
       "15612  2014     10             51\n",
       "15613  2014     11              0\n",
       "15614  2014     12              0\n",
       "15999  2015      1              1\n",
       "16000  2015      2             10\n",
       "16001  2015      3             42\n",
       "16002  2015      4             96\n",
       "16003  2015      5             76\n",
       "16004  2015      6            707\n",
       "16005  2015      7            743\n",
       "16006  2015      8            416\n",
       "16007  2015      9            372\n",
       "16008  2015     10            178\n",
       "16009  2015     11              6\n",
       "16010  2015     12              2\n",
       "16395  2016      1              2\n",
       "16396  2016      2             31\n",
       "16397  2016      3             24\n",
       "16398  2016      4             34\n",
       "16399  2016      5            473\n",
       "16400  2016      6            328\n",
       "16401  2016      7            378\n",
       "16402  2016      8            567\n",
       "16403  2016      9            277\n",
       "16404  2016     10            173\n",
       "16405  2016     11            173\n",
       "16406  2016     12              0\n",
       "\n",
       "[552 rows x 3 columns]"
      ]
     },
     "execution_count": 198,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Bhola_data=data_n[['Year', 'Month','Rainfall', 'Station_Bhola']]\n",
    "Bhola_data=Bhola_data.loc[Bhola_data[\"Station_Bhola\"]==1]\n",
    "Bhola_data=Bhola_data.drop(['Station_Bhola'] , axis=1)\n",
    "Bhola_data=Bhola_data.rename(columns = {'Rainfall':'Station_Bhola'})\n",
    "Bhola_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 199,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
       "      <th>Station_Bhola</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>367</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>531</td>\n",
       "      <td>NaN</td>\n",
       "      <td>24</td>\n",
       "      <td>26.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>91</td>\n",
       "      <td>70.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>124</td>\n",
       "      <td>69.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "      <td>408</td>\n",
       "      <td>402.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>530</td>\n",
       "      <td>233.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
       "      <td>287.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>571</td>\n",
       "      <td>503.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "      <td>288.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "      <td>9.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "      <td>247.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "      <td>584.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "      <td>409.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "      <td>381.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "      <td>409.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "      <td>107.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "      <td>1283.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "      <td>59.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>64.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>7071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>262</td>\n",
       "      <td>512.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>534</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "      <td>299.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>535</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "      <td>496.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>536</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "      <td>269.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "      <td>51.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "      <td>42.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "      <td>96.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "      <td>76.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "      <td>707.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "      <td>743.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "      <td>416.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "      <td>372.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "      <td>178.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "      <td>24.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "      <td>34.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "      <td>473.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "      <td>328.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "      <td>378.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "      <td>567.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "      <td>277.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "      <td>173.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "      <td>173.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>564 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0    1970      1       367                  NaN                0   \n",
       "1    1970      2       531                  NaN               24   \n",
       "2    1970      3       484                  NaN                5   \n",
       "3    1970      4      2038                  NaN               91   \n",
       "4    1970      5      3598                  NaN              124   \n",
       "5    1970      6      9105                  NaN              408   \n",
       "6    1970      7     13796                  NaN              530   \n",
       "7    1970      8      7796                  NaN              317   \n",
       "8    1970      9      7400                  NaN              571   \n",
       "9    1970     10      6521                  NaN              253   \n",
       "10   1970     11       997                  NaN               90   \n",
       "11   1970     12         0                  NaN                0   \n",
       "12   1971      1       147                  NaN                7   \n",
       "13   1971      2        87                  NaN                1   \n",
       "14   1971      3        71                  NaN                0   \n",
       "15   1971      4       373                  NaN              104   \n",
       "16   1971      5      1941                  NaN              267   \n",
       "17   1971      6      8024                  NaN              503   \n",
       "18   1971      7      9841                  NaN              250   \n",
       "19   1971      8     10674                  NaN              233   \n",
       "20   1971      9      6285                  NaN              394   \n",
       "21   1971     10      3480                  NaN              152   \n",
       "22   1971     11      2518                  NaN              114   \n",
       "23   1971     12         1                  NaN                0   \n",
       "24   1972      1        21                  NaN                0   \n",
       "25   1972      2       427                  NaN               58   \n",
       "26   1972      3       366                  NaN                0   \n",
       "27   1972      4      1949                  NaN              121   \n",
       "28   1972      5      3038                  NaN              130   \n",
       "29   1972      6      7071                  NaN              262   \n",
       "..    ...    ...       ...                  ...              ...   \n",
       "534  2014      7     12256                389.0              277   \n",
       "535  2014      8     14843                599.0              253   \n",
       "536  2014      9     11181                355.0              254   \n",
       "537  2014     10      2581                107.0               66   \n",
       "538  2014     11        50                  1.0                0   \n",
       "539  2014     12         2                  0.0                0   \n",
       "540  2015      1       344                  4.0                3   \n",
       "541  2015      2       552                  0.0               24   \n",
       "542  2015      3       719                 18.0               18   \n",
       "543  2015      4      5900                292.0              135   \n",
       "544  2015      5      5751                110.0               72   \n",
       "545  2015      6     19576                699.0              641   \n",
       "546  2015      7     28468               1466.0              785   \n",
       "547  2015      8     15053                586.0              254   \n",
       "548  2015      9     12641                390.0              352   \n",
       "549  2015     10      4517                349.0              128   \n",
       "550  2015     11       328                  4.0               19   \n",
       "551  2015     12       261                  9.0                3   \n",
       "552  2016      1       230                  2.0                1   \n",
       "553  2016      2      1331                 17.0               31   \n",
       "554  2016      3      1563                 65.0                8   \n",
       "555  2016      4      2734                 36.0               51   \n",
       "556  2016      5     11171                274.0              438   \n",
       "557  2016      6     10486                268.0              318   \n",
       "558  2016      7     18454                583.0              497   \n",
       "559  2016      8     12262                390.0              574   \n",
       "560  2016      9      9020                386.0              286   \n",
       "561  2016     10      5972                157.0               55   \n",
       "562  2016     11      2973                 96.0               92   \n",
       "563  2016     12        22                  0.0                0   \n",
       "\n",
       "     Station_Bhola  \n",
       "0              0.0  \n",
       "1             26.0  \n",
       "2              4.0  \n",
       "3             70.0  \n",
       "4             69.0  \n",
       "5            402.0  \n",
       "6            233.0  \n",
       "7            287.0  \n",
       "8            503.0  \n",
       "9            288.0  \n",
       "10             9.0  \n",
       "11             0.0  \n",
       "12             0.0  \n",
       "13             0.0  \n",
       "14             0.0  \n",
       "15             0.0  \n",
       "16           247.0  \n",
       "17           584.0  \n",
       "18           409.0  \n",
       "19           381.0  \n",
       "20           409.0  \n",
       "21           107.0  \n",
       "22          1283.0  \n",
       "23             0.0  \n",
       "24             0.0  \n",
       "25            13.0  \n",
       "26             0.0  \n",
       "27            59.0  \n",
       "28            64.0  \n",
       "29           512.0  \n",
       "..             ...  \n",
       "534          299.0  \n",
       "535          496.0  \n",
       "536          269.0  \n",
       "537           51.0  \n",
       "538            0.0  \n",
       "539            0.0  \n",
       "540            1.0  \n",
       "541           10.0  \n",
       "542           42.0  \n",
       "543           96.0  \n",
       "544           76.0  \n",
       "545          707.0  \n",
       "546          743.0  \n",
       "547          416.0  \n",
       "548          372.0  \n",
       "549          178.0  \n",
       "550            6.0  \n",
       "551            2.0  \n",
       "552            2.0  \n",
       "553           31.0  \n",
       "554           24.0  \n",
       "555           34.0  \n",
       "556          473.0  \n",
       "557          328.0  \n",
       "558          378.0  \n",
       "559          567.0  \n",
       "560          277.0  \n",
       "561          173.0  \n",
       "562          173.0  \n",
       "563            0.0  \n",
       "\n",
       "[564 rows x 6 columns]"
      ]
     },
     "execution_count": 199,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "next_data=pd.merge(next_data, Bhola_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 200,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Station_Bogra</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>506</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>629</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>171</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>201</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>288</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>289</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>290</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>292</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>294</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>344</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>295</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>312</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>296</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>392</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>297</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>268</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15621</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>211</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15622</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15623</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>329</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15624</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15625</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15626</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16011</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16012</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16013</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16014</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>202</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16015</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16016</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16017</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>213</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16018</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>293</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16019</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16020</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16021</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16022</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16407</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16408</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16409</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16410</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16411</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16412</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16413</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>327</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16414</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>132</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16415</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16416</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>107</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16417</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16418</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>554 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Year  Month  Station_Bogra\n",
       "24     1970      1              0\n",
       "25     1970      2              0\n",
       "26     1970      3              0\n",
       "27     1970      4              0\n",
       "28     1970      5            113\n",
       "29     1970      6            506\n",
       "30     1970      7            629\n",
       "31     1970      8            171\n",
       "32     1970      9            201\n",
       "33     1970     10            164\n",
       "34     1970     11             10\n",
       "35     1970     12              0\n",
       "288    1971      1             13\n",
       "289    1971      2              4\n",
       "290    1971      3              8\n",
       "291    1971      4              0\n",
       "292    1971      5              0\n",
       "293    1971      6              0\n",
       "294    1971      7            344\n",
       "295    1971      8            312\n",
       "296    1971      9            392\n",
       "297    1971     10            128\n",
       "298    1971     11             41\n",
       "299    1971     12              0\n",
       "552    1972      1              3\n",
       "553    1972      2             16\n",
       "554    1972      3             14\n",
       "555    1972      4              6\n",
       "556    1972      5            134\n",
       "557    1972      6            268\n",
       "...     ...    ...            ...\n",
       "15621  2014      7            211\n",
       "15622  2014      8            226\n",
       "15623  2014      9            329\n",
       "15624  2014     10             64\n",
       "15625  2014     11              0\n",
       "15626  2014     12              0\n",
       "16011  2015      1             12\n",
       "16012  2015      2             72\n",
       "16013  2015      3             21\n",
       "16014  2015      4            202\n",
       "16015  2015      5            220\n",
       "16016  2015      6            310\n",
       "16017  2015      7            213\n",
       "16018  2015      8            293\n",
       "16019  2015      9            198\n",
       "16020  2015     10             40\n",
       "16021  2015     11              0\n",
       "16022  2015     12              0\n",
       "16407  2016      1             15\n",
       "16408  2016      2              0\n",
       "16409  2016      3              2\n",
       "16410  2016      4             28\n",
       "16411  2016      5            251\n",
       "16412  2016      6             84\n",
       "16413  2016      7            327\n",
       "16414  2016      8            132\n",
       "16415  2016      9            135\n",
       "16416  2016     10            107\n",
       "16417  2016     11              0\n",
       "16418  2016     12              0\n",
       "\n",
       "[554 rows x 3 columns]"
      ]
     },
     "execution_count": 200,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Bogra_data=data_n[['Year', 'Month','Rainfall', 'Station_Bogra']]\n",
    "Bogra_data=Bogra_data.loc[Bogra_data[\"Station_Bogra\"]==1]\n",
    "Bogra_data=Bogra_data.drop(['Station_Bogra'] , axis=1)\n",
    "Bogra_data=Bogra_data.rename(columns = {'Rainfall':'Station_Bogra'})\n",
    "Bogra_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 201,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
       "      <th>Station_Bhola</th>\n",
       "      <th>Station_Bogra</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>367</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>531</td>\n",
       "      <td>NaN</td>\n",
       "      <td>24</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>91</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>124</td>\n",
       "      <td>69.0</td>\n",
       "      <td>113.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "      <td>408</td>\n",
       "      <td>402.0</td>\n",
       "      <td>506.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>530</td>\n",
       "      <td>233.0</td>\n",
       "      <td>629.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
       "      <td>287.0</td>\n",
       "      <td>171.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>571</td>\n",
       "      <td>503.0</td>\n",
       "      <td>201.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "      <td>288.0</td>\n",
       "      <td>164.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "      <td>9.0</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "      <td>247.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "      <td>584.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "      <td>409.0</td>\n",
       "      <td>344.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "      <td>381.0</td>\n",
       "      <td>312.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "      <td>409.0</td>\n",
       "      <td>392.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "      <td>107.0</td>\n",
       "      <td>128.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "      <td>1283.0</td>\n",
       "      <td>41.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>13.0</td>\n",
       "      <td>16.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "      <td>59.0</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>64.0</td>\n",
       "      <td>134.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>7071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>262</td>\n",
       "      <td>512.0</td>\n",
       "      <td>268.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "      <td>299.0</td>\n",
       "      <td>211.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "      <td>496.0</td>\n",
       "      <td>226.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "      <td>269.0</td>\n",
       "      <td>329.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "      <td>51.0</td>\n",
       "      <td>64.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "      <td>10.0</td>\n",
       "      <td>72.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "      <td>42.0</td>\n",
       "      <td>21.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "      <td>96.0</td>\n",
       "      <td>202.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "      <td>76.0</td>\n",
       "      <td>220.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "      <td>707.0</td>\n",
       "      <td>310.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "      <td>743.0</td>\n",
       "      <td>213.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "      <td>416.0</td>\n",
       "      <td>293.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "      <td>372.0</td>\n",
       "      <td>198.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "      <td>178.0</td>\n",
       "      <td>40.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "      <td>34.0</td>\n",
       "      <td>28.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "      <td>473.0</td>\n",
       "      <td>251.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "      <td>328.0</td>\n",
       "      <td>84.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "      <td>378.0</td>\n",
       "      <td>327.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "      <td>567.0</td>\n",
       "      <td>132.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "      <td>277.0</td>\n",
       "      <td>135.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "      <td>173.0</td>\n",
       "      <td>107.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "      <td>173.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>567 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0    1970      1       367                  NaN                0   \n",
       "1    1970      2       531                  NaN               24   \n",
       "2    1970      3       484                  NaN                5   \n",
       "3    1970      4      2038                  NaN               91   \n",
       "4    1970      5      3598                  NaN              124   \n",
       "5    1970      6      9105                  NaN              408   \n",
       "6    1970      7     13796                  NaN              530   \n",
       "7    1970      8      7796                  NaN              317   \n",
       "8    1970      9      7400                  NaN              571   \n",
       "9    1970     10      6521                  NaN              253   \n",
       "10   1970     11       997                  NaN               90   \n",
       "11   1970     12         0                  NaN                0   \n",
       "12   1971      1       147                  NaN                7   \n",
       "13   1971      2        87                  NaN                1   \n",
       "14   1971      3        71                  NaN                0   \n",
       "15   1971      4       373                  NaN              104   \n",
       "16   1971      5      1941                  NaN              267   \n",
       "17   1971      6      8024                  NaN              503   \n",
       "18   1971      7      9841                  NaN              250   \n",
       "19   1971      8     10674                  NaN              233   \n",
       "20   1971      9      6285                  NaN              394   \n",
       "21   1971     10      3480                  NaN              152   \n",
       "22   1971     11      2518                  NaN              114   \n",
       "23   1971     12         1                  NaN                0   \n",
       "24   1972      1        21                  NaN                0   \n",
       "25   1972      2       427                  NaN               58   \n",
       "26   1972      3       366                  NaN                0   \n",
       "27   1972      4      1949                  NaN              121   \n",
       "28   1972      5      3038                  NaN              130   \n",
       "29   1972      6      7071                  NaN              262   \n",
       "..    ...    ...       ...                  ...              ...   \n",
       "537  2014      7     12256                389.0              277   \n",
       "538  2014      8     14843                599.0              253   \n",
       "539  2014      9     11181                355.0              254   \n",
       "540  2014     10      2581                107.0               66   \n",
       "541  2014     11        50                  1.0                0   \n",
       "542  2014     12         2                  0.0                0   \n",
       "543  2015      1       344                  4.0                3   \n",
       "544  2015      2       552                  0.0               24   \n",
       "545  2015      3       719                 18.0               18   \n",
       "546  2015      4      5900                292.0              135   \n",
       "547  2015      5      5751                110.0               72   \n",
       "548  2015      6     19576                699.0              641   \n",
       "549  2015      7     28468               1466.0              785   \n",
       "550  2015      8     15053                586.0              254   \n",
       "551  2015      9     12641                390.0              352   \n",
       "552  2015     10      4517                349.0              128   \n",
       "553  2015     11       328                  4.0               19   \n",
       "554  2015     12       261                  9.0                3   \n",
       "555  2016      1       230                  2.0                1   \n",
       "556  2016      2      1331                 17.0               31   \n",
       "557  2016      3      1563                 65.0                8   \n",
       "558  2016      4      2734                 36.0               51   \n",
       "559  2016      5     11171                274.0              438   \n",
       "560  2016      6     10486                268.0              318   \n",
       "561  2016      7     18454                583.0              497   \n",
       "562  2016      8     12262                390.0              574   \n",
       "563  2016      9      9020                386.0              286   \n",
       "564  2016     10      5972                157.0               55   \n",
       "565  2016     11      2973                 96.0               92   \n",
       "566  2016     12        22                  0.0                0   \n",
       "\n",
       "     Station_Bhola  Station_Bogra  \n",
       "0              0.0            0.0  \n",
       "1             26.0            0.0  \n",
       "2              4.0            0.0  \n",
       "3             70.0            0.0  \n",
       "4             69.0          113.0  \n",
       "5            402.0          506.0  \n",
       "6            233.0          629.0  \n",
       "7            287.0          171.0  \n",
       "8            503.0          201.0  \n",
       "9            288.0          164.0  \n",
       "10             9.0           10.0  \n",
       "11             0.0            0.0  \n",
       "12             0.0           13.0  \n",
       "13             0.0            4.0  \n",
       "14             0.0            8.0  \n",
       "15             0.0            0.0  \n",
       "16           247.0            0.0  \n",
       "17           584.0            0.0  \n",
       "18           409.0          344.0  \n",
       "19           381.0          312.0  \n",
       "20           409.0          392.0  \n",
       "21           107.0          128.0  \n",
       "22          1283.0           41.0  \n",
       "23             0.0            0.0  \n",
       "24             0.0            3.0  \n",
       "25            13.0           16.0  \n",
       "26             0.0           14.0  \n",
       "27            59.0            6.0  \n",
       "28            64.0          134.0  \n",
       "29           512.0          268.0  \n",
       "..             ...            ...  \n",
       "537          299.0          211.0  \n",
       "538          496.0          226.0  \n",
       "539          269.0          329.0  \n",
       "540           51.0           64.0  \n",
       "541            0.0            0.0  \n",
       "542            0.0            0.0  \n",
       "543            1.0           12.0  \n",
       "544           10.0           72.0  \n",
       "545           42.0           21.0  \n",
       "546           96.0          202.0  \n",
       "547           76.0          220.0  \n",
       "548          707.0          310.0  \n",
       "549          743.0          213.0  \n",
       "550          416.0          293.0  \n",
       "551          372.0          198.0  \n",
       "552          178.0           40.0  \n",
       "553            6.0            0.0  \n",
       "554            2.0            0.0  \n",
       "555            2.0           15.0  \n",
       "556           31.0            0.0  \n",
       "557           24.0            2.0  \n",
       "558           34.0           28.0  \n",
       "559          473.0          251.0  \n",
       "560          328.0           84.0  \n",
       "561          378.0          327.0  \n",
       "562          567.0          132.0  \n",
       "563          277.0          135.0  \n",
       "564          173.0          107.0  \n",
       "565          173.0            0.0  \n",
       "566            0.0            0.0  \n",
       "\n",
       "[567 rows x 7 columns]"
      ]
     },
     "execution_count": 201,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "next_data=pd.merge(next_data, Bogra_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 202,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Station_Chandpur</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>387</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>433</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>208</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>238</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>816</th>\n",
       "      <td>1973</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>817</th>\n",
       "      <td>1973</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>818</th>\n",
       "      <td>1973</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>819</th>\n",
       "      <td>1973</td>\n",
       "      <td>4</td>\n",
       "      <td>54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>820</th>\n",
       "      <td>1973</td>\n",
       "      <td>5</td>\n",
       "      <td>454</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>821</th>\n",
       "      <td>1973</td>\n",
       "      <td>6</td>\n",
       "      <td>182</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>822</th>\n",
       "      <td>1973</td>\n",
       "      <td>7</td>\n",
       "      <td>489</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>823</th>\n",
       "      <td>1973</td>\n",
       "      <td>8</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>824</th>\n",
       "      <td>1973</td>\n",
       "      <td>9</td>\n",
       "      <td>205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>825</th>\n",
       "      <td>1973</td>\n",
       "      <td>10</td>\n",
       "      <td>157</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>826</th>\n",
       "      <td>1973</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>827</th>\n",
       "      <td>1973</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1080</th>\n",
       "      <td>1974</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1081</th>\n",
       "      <td>1974</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1082</th>\n",
       "      <td>1974</td>\n",
       "      <td>3</td>\n",
       "      <td>274</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1083</th>\n",
       "      <td>1974</td>\n",
       "      <td>4</td>\n",
       "      <td>127</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1084</th>\n",
       "      <td>1974</td>\n",
       "      <td>5</td>\n",
       "      <td>330</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1085</th>\n",
       "      <td>1974</td>\n",
       "      <td>6</td>\n",
       "      <td>360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15633</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>319</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15634</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>258</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15635</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>346</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15636</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15637</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15638</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16023</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16024</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16025</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16026</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16027</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16028</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>675</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16029</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>872</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16030</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16031</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>249</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16032</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16033</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16034</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16419</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16420</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16421</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16422</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16423</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>520</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16424</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>296</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16425</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>539</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16426</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>510</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16427</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>151</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16428</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16429</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16430</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>516 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Year  Month  Station_Chandpur\n",
       "36     1970      1                 0\n",
       "37     1970      2                 0\n",
       "38     1970      3                13\n",
       "39     1970      4                71\n",
       "40     1970      5                57\n",
       "41     1970      6               387\n",
       "42     1970      7               433\n",
       "43     1970      8               172\n",
       "44     1970      9               208\n",
       "45     1970     10               238\n",
       "46     1970     11                 1\n",
       "47     1970     12                 0\n",
       "816    1973      1                 0\n",
       "817    1973      2                 0\n",
       "818    1973      3                 0\n",
       "819    1973      4                54\n",
       "820    1973      5               454\n",
       "821    1973      6               182\n",
       "822    1973      7               489\n",
       "823    1973      8                53\n",
       "824    1973      9               205\n",
       "825    1973     10               157\n",
       "826    1973     11                 0\n",
       "827    1973     12                 0\n",
       "1080   1974      1                 0\n",
       "1081   1974      2                 0\n",
       "1082   1974      3               274\n",
       "1083   1974      4               127\n",
       "1084   1974      5               330\n",
       "1085   1974      6               360\n",
       "...     ...    ...               ...\n",
       "15633  2014      7               319\n",
       "15634  2014      8               258\n",
       "15635  2014      9               346\n",
       "15636  2014     10                98\n",
       "15637  2014     11                 1\n",
       "15638  2014     12                 0\n",
       "16023  2015      1                 3\n",
       "16024  2015      2                29\n",
       "16025  2015      3                11\n",
       "16026  2015      4               175\n",
       "16027  2015      5               160\n",
       "16028  2015      6               675\n",
       "16029  2015      7               872\n",
       "16030  2015      8               500\n",
       "16031  2015      9               249\n",
       "16032  2015     10               128\n",
       "16033  2015     11                 0\n",
       "16034  2015     12                 2\n",
       "16419  2016      1                 0\n",
       "16420  2016      2                33\n",
       "16421  2016      3                12\n",
       "16422  2016      4                19\n",
       "16423  2016      5               520\n",
       "16424  2016      6               296\n",
       "16425  2016      7               539\n",
       "16426  2016      8               510\n",
       "16427  2016      9               151\n",
       "16428  2016     10               135\n",
       "16429  2016     11               135\n",
       "16430  2016     12                 0\n",
       "\n",
       "[516 rows x 3 columns]"
      ]
     },
     "execution_count": 202,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Chandpur_data=data_n[['Year', 'Month','Rainfall', 'Station_Chandpur']]\n",
    "Chandpur_data=Chandpur_data.loc[Chandpur_data[\"Station_Chandpur\"]==1]\n",
    "Chandpur_data=Chandpur_data.drop(['Station_Chandpur'] , axis=1)\n",
    "Chandpur_data=Chandpur_data.rename(columns = {'Rainfall':'Station_Chandpur'})\n",
    "Chandpur_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 203,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
       "      <th>Station_Bhola</th>\n",
       "      <th>Station_Bogra</th>\n",
       "      <th>Station_Chandpur</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>531</td>\n",
       "      <td>NaN</td>\n",
       "      <td>24</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>91</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>71.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>124</td>\n",
       "      <td>69.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>57.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "      <td>408</td>\n",
       "      <td>402.0</td>\n",
       "      <td>506.0</td>\n",
       "      <td>387.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>530</td>\n",
       "      <td>233.0</td>\n",
       "      <td>629.0</td>\n",
       "      <td>433.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
       "      <td>287.0</td>\n",
       "      <td>171.0</td>\n",
       "      <td>172.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>571</td>\n",
       "      <td>503.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "      <td>288.0</td>\n",
       "      <td>164.0</td>\n",
       "      <td>238.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "      <td>9.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "      <td>247.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "      <td>584.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "      <td>409.0</td>\n",
       "      <td>344.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "      <td>381.0</td>\n",
       "      <td>312.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "      <td>409.0</td>\n",
       "      <td>392.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "      <td>107.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "      <td>1283.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>13.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "      <td>59.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>64.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>7071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>262</td>\n",
       "      <td>512.0</td>\n",
       "      <td>268.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "      <td>299.0</td>\n",
       "      <td>211.0</td>\n",
       "      <td>319.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "      <td>496.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>258.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "      <td>269.0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>346.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "      <td>51.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>98.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "      <td>10.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>29.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "      <td>42.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "      <td>96.0</td>\n",
       "      <td>202.0</td>\n",
       "      <td>175.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "      <td>76.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>160.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "      <td>707.0</td>\n",
       "      <td>310.0</td>\n",
       "      <td>675.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "      <td>743.0</td>\n",
       "      <td>213.0</td>\n",
       "      <td>872.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "      <td>416.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>500.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "      <td>372.0</td>\n",
       "      <td>198.0</td>\n",
       "      <td>249.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "      <td>178.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>128.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "      <td>34.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>19.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "      <td>473.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>520.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "      <td>328.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>296.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "      <td>378.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>539.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "      <td>567.0</td>\n",
       "      <td>132.0</td>\n",
       "      <td>510.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "      <td>277.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>151.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "      <td>173.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>135.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "      <td>173.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>135.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>567 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0    1970      1       367                  NaN                0   \n",
       "1    1970      2       531                  NaN               24   \n",
       "2    1970      3       484                  NaN                5   \n",
       "3    1970      4      2038                  NaN               91   \n",
       "4    1970      5      3598                  NaN              124   \n",
       "5    1970      6      9105                  NaN              408   \n",
       "6    1970      7     13796                  NaN              530   \n",
       "7    1970      8      7796                  NaN              317   \n",
       "8    1970      9      7400                  NaN              571   \n",
       "9    1970     10      6521                  NaN              253   \n",
       "10   1970     11       997                  NaN               90   \n",
       "11   1970     12         0                  NaN                0   \n",
       "12   1971      1       147                  NaN                7   \n",
       "13   1971      2        87                  NaN                1   \n",
       "14   1971      3        71                  NaN                0   \n",
       "15   1971      4       373                  NaN              104   \n",
       "16   1971      5      1941                  NaN              267   \n",
       "17   1971      6      8024                  NaN              503   \n",
       "18   1971      7      9841                  NaN              250   \n",
       "19   1971      8     10674                  NaN              233   \n",
       "20   1971      9      6285                  NaN              394   \n",
       "21   1971     10      3480                  NaN              152   \n",
       "22   1971     11      2518                  NaN              114   \n",
       "23   1971     12         1                  NaN                0   \n",
       "24   1972      1        21                  NaN                0   \n",
       "25   1972      2       427                  NaN               58   \n",
       "26   1972      3       366                  NaN                0   \n",
       "27   1972      4      1949                  NaN              121   \n",
       "28   1972      5      3038                  NaN              130   \n",
       "29   1972      6      7071                  NaN              262   \n",
       "..    ...    ...       ...                  ...              ...   \n",
       "537  2014      7     12256                389.0              277   \n",
       "538  2014      8     14843                599.0              253   \n",
       "539  2014      9     11181                355.0              254   \n",
       "540  2014     10      2581                107.0               66   \n",
       "541  2014     11        50                  1.0                0   \n",
       "542  2014     12         2                  0.0                0   \n",
       "543  2015      1       344                  4.0                3   \n",
       "544  2015      2       552                  0.0               24   \n",
       "545  2015      3       719                 18.0               18   \n",
       "546  2015      4      5900                292.0              135   \n",
       "547  2015      5      5751                110.0               72   \n",
       "548  2015      6     19576                699.0              641   \n",
       "549  2015      7     28468               1466.0              785   \n",
       "550  2015      8     15053                586.0              254   \n",
       "551  2015      9     12641                390.0              352   \n",
       "552  2015     10      4517                349.0              128   \n",
       "553  2015     11       328                  4.0               19   \n",
       "554  2015     12       261                  9.0                3   \n",
       "555  2016      1       230                  2.0                1   \n",
       "556  2016      2      1331                 17.0               31   \n",
       "557  2016      3      1563                 65.0                8   \n",
       "558  2016      4      2734                 36.0               51   \n",
       "559  2016      5     11171                274.0              438   \n",
       "560  2016      6     10486                268.0              318   \n",
       "561  2016      7     18454                583.0              497   \n",
       "562  2016      8     12262                390.0              574   \n",
       "563  2016      9      9020                386.0              286   \n",
       "564  2016     10      5972                157.0               55   \n",
       "565  2016     11      2973                 96.0               92   \n",
       "566  2016     12        22                  0.0                0   \n",
       "\n",
       "     Station_Bhola  Station_Bogra  Station_Chandpur  \n",
       "0              0.0            0.0               0.0  \n",
       "1             26.0            0.0               0.0  \n",
       "2              4.0            0.0              13.0  \n",
       "3             70.0            0.0              71.0  \n",
       "4             69.0          113.0              57.0  \n",
       "5            402.0          506.0             387.0  \n",
       "6            233.0          629.0             433.0  \n",
       "7            287.0          171.0             172.0  \n",
       "8            503.0          201.0             208.0  \n",
       "9            288.0          164.0             238.0  \n",
       "10             9.0           10.0               1.0  \n",
       "11             0.0            0.0               0.0  \n",
       "12             0.0           13.0               NaN  \n",
       "13             0.0            4.0               NaN  \n",
       "14             0.0            8.0               NaN  \n",
       "15             0.0            0.0               NaN  \n",
       "16           247.0            0.0               NaN  \n",
       "17           584.0            0.0               NaN  \n",
       "18           409.0          344.0               NaN  \n",
       "19           381.0          312.0               NaN  \n",
       "20           409.0          392.0               NaN  \n",
       "21           107.0          128.0               NaN  \n",
       "22          1283.0           41.0               NaN  \n",
       "23             0.0            0.0               NaN  \n",
       "24             0.0            3.0               NaN  \n",
       "25            13.0           16.0               NaN  \n",
       "26             0.0           14.0               NaN  \n",
       "27            59.0            6.0               NaN  \n",
       "28            64.0          134.0               NaN  \n",
       "29           512.0          268.0               NaN  \n",
       "..             ...            ...               ...  \n",
       "537          299.0          211.0             319.0  \n",
       "538          496.0          226.0             258.0  \n",
       "539          269.0          329.0             346.0  \n",
       "540           51.0           64.0              98.0  \n",
       "541            0.0            0.0               1.0  \n",
       "542            0.0            0.0               0.0  \n",
       "543            1.0           12.0               3.0  \n",
       "544           10.0           72.0              29.0  \n",
       "545           42.0           21.0              11.0  \n",
       "546           96.0          202.0             175.0  \n",
       "547           76.0          220.0             160.0  \n",
       "548          707.0          310.0             675.0  \n",
       "549          743.0          213.0             872.0  \n",
       "550          416.0          293.0             500.0  \n",
       "551          372.0          198.0             249.0  \n",
       "552          178.0           40.0             128.0  \n",
       "553            6.0            0.0               0.0  \n",
       "554            2.0            0.0               2.0  \n",
       "555            2.0           15.0               0.0  \n",
       "556           31.0            0.0              33.0  \n",
       "557           24.0            2.0              12.0  \n",
       "558           34.0           28.0              19.0  \n",
       "559          473.0          251.0             520.0  \n",
       "560          328.0           84.0             296.0  \n",
       "561          378.0          327.0             539.0  \n",
       "562          567.0          132.0             510.0  \n",
       "563          277.0          135.0             151.0  \n",
       "564          173.0          107.0             135.0  \n",
       "565          173.0            0.0             135.0  \n",
       "566            0.0            0.0               0.0  \n",
       "\n",
       "[567 rows x 8 columns]"
      ]
     },
     "execution_count": 203,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "next_data=pd.merge(next_data, Chandpur_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 204,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Station_Chittagong</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>313</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>1041</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>405</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>317</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>151</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>302</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>303</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>304</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>305</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>853</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>306</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>949</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>707</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>567</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>568</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>569</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>457</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15645</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>395</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15646</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>692</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15647</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>363</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15648</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15649</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15650</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16035</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16036</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16037</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16038</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>218</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16039</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16040</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>713</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16041</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>1555</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16042</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>568</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16043</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>331</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16044</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16045</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16046</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16431</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16432</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16433</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16434</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16435</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>253</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16436</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>201</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16437</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>568</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16438</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>398</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16439</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>323</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16440</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>249</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16441</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16442</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>504 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Year  Month  Station_Chittagong\n",
       "48     1970      1                   1\n",
       "49     1970      2                  20\n",
       "50     1970      3                   2\n",
       "51     1970      4                  40\n",
       "52     1970      5                 158\n",
       "53     1970      6                 313\n",
       "54     1970      7                1041\n",
       "55     1970      8                 405\n",
       "56     1970      9                 317\n",
       "57     1970     10                 380\n",
       "58     1970     11                 151\n",
       "59     1970     12                   0\n",
       "300    1971      1                  10\n",
       "301    1971      2                   0\n",
       "302    1971      3                   0\n",
       "303    1971      4                   2\n",
       "304    1971      5                  63\n",
       "305    1971      6                 853\n",
       "306    1971      7                 949\n",
       "307    1971      8                 707\n",
       "308    1971      9                 184\n",
       "309    1971     10                  59\n",
       "310    1971     11                   0\n",
       "311    1971     12                   0\n",
       "564    1972      1                   0\n",
       "565    1972      2                   2\n",
       "566    1972      3                   0\n",
       "567    1972      4                  87\n",
       "568    1972      5                  15\n",
       "569    1972      6                 457\n",
       "...     ...    ...                 ...\n",
       "15645  2014      7                 395\n",
       "15646  2014      8                 692\n",
       "15647  2014      9                 363\n",
       "15648  2014     10                 104\n",
       "15649  2014     11                   0\n",
       "15650  2014     12                   0\n",
       "16035  2015      1                   6\n",
       "16036  2015      2                   0\n",
       "16037  2015      3                  18\n",
       "16038  2015      4                 218\n",
       "16039  2015      5                  92\n",
       "16040  2015      6                 713\n",
       "16041  2015      7                1555\n",
       "16042  2015      8                 568\n",
       "16043  2015      9                 331\n",
       "16044  2015     10                 193\n",
       "16045  2015     11                   7\n",
       "16046  2015     12                  12\n",
       "16431  2016      1                   5\n",
       "16432  2016      2                   6\n",
       "16433  2016      3                  77\n",
       "16434  2016      4                  39\n",
       "16435  2016      5                 253\n",
       "16436  2016      6                 201\n",
       "16437  2016      7                 568\n",
       "16438  2016      8                 398\n",
       "16439  2016      9                 323\n",
       "16440  2016     10                 249\n",
       "16441  2016     11                  89\n",
       "16442  2016     12                   0\n",
       "\n",
       "[504 rows x 3 columns]"
      ]
     },
     "execution_count": 204,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Chittagong_data=data_n[['Year', 'Month','Rainfall', 'Station_Chittagong']]\n",
    "Chittagong_data=Chittagong_data.loc[Chittagong_data[\"Station_Chittagong\"]==1]\n",
    "Chittagong_data=Chittagong_data.drop(['Station_Chittagong'] , axis=1)\n",
    "Chittagong_data=Chittagong_data.rename(columns = {'Rainfall':'Station_Chittagong'})\n",
    "Chittagong_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 205,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
       "      <th>Station_Bhola</th>\n",
       "      <th>Station_Bogra</th>\n",
       "      <th>Station_Chandpur</th>\n",
       "      <th>Station_Chittagong</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>20.0</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>2.0</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>91</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>71.0</td>\n",
       "      <td>40.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>124</td>\n",
       "      <td>69.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>158.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "      <td>408</td>\n",
       "      <td>402.0</td>\n",
       "      <td>506.0</td>\n",
       "      <td>387.0</td>\n",
       "      <td>313.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>530</td>\n",
       "      <td>233.0</td>\n",
       "      <td>629.0</td>\n",
       "      <td>433.0</td>\n",
       "      <td>1041.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
       "      <td>287.0</td>\n",
       "      <td>171.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>405.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>571</td>\n",
       "      <td>503.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>317.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "      <td>288.0</td>\n",
       "      <td>164.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>380.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "      <td>9.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>151.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "      <td>247.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "      <td>584.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>853.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "      <td>409.0</td>\n",
       "      <td>344.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>949.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "      <td>381.0</td>\n",
       "      <td>312.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>707.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "      <td>409.0</td>\n",
       "      <td>392.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>184.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "      <td>107.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "      <td>1283.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>13.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "      <td>59.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>87.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>64.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>7071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>262</td>\n",
       "      <td>512.0</td>\n",
       "      <td>268.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>457.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "      <td>299.0</td>\n",
       "      <td>211.0</td>\n",
       "      <td>319.0</td>\n",
       "      <td>395.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "      <td>496.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>258.0</td>\n",
       "      <td>692.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "      <td>269.0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>346.0</td>\n",
       "      <td>363.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "      <td>51.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>104.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "      <td>10.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "      <td>42.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>18.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "      <td>96.0</td>\n",
       "      <td>202.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>218.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "      <td>76.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>92.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "      <td>707.0</td>\n",
       "      <td>310.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>713.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "      <td>743.0</td>\n",
       "      <td>213.0</td>\n",
       "      <td>872.0</td>\n",
       "      <td>1555.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "      <td>416.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>500.0</td>\n",
       "      <td>568.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "      <td>372.0</td>\n",
       "      <td>198.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>331.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "      <td>178.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>193.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>77.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "      <td>34.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>39.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "      <td>473.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>253.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "      <td>328.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>201.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "      <td>378.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>539.0</td>\n",
       "      <td>568.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "      <td>567.0</td>\n",
       "      <td>132.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>398.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "      <td>277.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>323.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "      <td>173.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>249.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "      <td>173.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>89.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>567 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0    1970      1       367                  NaN                0   \n",
       "1    1970      2       531                  NaN               24   \n",
       "2    1970      3       484                  NaN                5   \n",
       "3    1970      4      2038                  NaN               91   \n",
       "4    1970      5      3598                  NaN              124   \n",
       "5    1970      6      9105                  NaN              408   \n",
       "6    1970      7     13796                  NaN              530   \n",
       "7    1970      8      7796                  NaN              317   \n",
       "8    1970      9      7400                  NaN              571   \n",
       "9    1970     10      6521                  NaN              253   \n",
       "10   1970     11       997                  NaN               90   \n",
       "11   1970     12         0                  NaN                0   \n",
       "12   1971      1       147                  NaN                7   \n",
       "13   1971      2        87                  NaN                1   \n",
       "14   1971      3        71                  NaN                0   \n",
       "15   1971      4       373                  NaN              104   \n",
       "16   1971      5      1941                  NaN              267   \n",
       "17   1971      6      8024                  NaN              503   \n",
       "18   1971      7      9841                  NaN              250   \n",
       "19   1971      8     10674                  NaN              233   \n",
       "20   1971      9      6285                  NaN              394   \n",
       "21   1971     10      3480                  NaN              152   \n",
       "22   1971     11      2518                  NaN              114   \n",
       "23   1971     12         1                  NaN                0   \n",
       "24   1972      1        21                  NaN                0   \n",
       "25   1972      2       427                  NaN               58   \n",
       "26   1972      3       366                  NaN                0   \n",
       "27   1972      4      1949                  NaN              121   \n",
       "28   1972      5      3038                  NaN              130   \n",
       "29   1972      6      7071                  NaN              262   \n",
       "..    ...    ...       ...                  ...              ...   \n",
       "537  2014      7     12256                389.0              277   \n",
       "538  2014      8     14843                599.0              253   \n",
       "539  2014      9     11181                355.0              254   \n",
       "540  2014     10      2581                107.0               66   \n",
       "541  2014     11        50                  1.0                0   \n",
       "542  2014     12         2                  0.0                0   \n",
       "543  2015      1       344                  4.0                3   \n",
       "544  2015      2       552                  0.0               24   \n",
       "545  2015      3       719                 18.0               18   \n",
       "546  2015      4      5900                292.0              135   \n",
       "547  2015      5      5751                110.0               72   \n",
       "548  2015      6     19576                699.0              641   \n",
       "549  2015      7     28468               1466.0              785   \n",
       "550  2015      8     15053                586.0              254   \n",
       "551  2015      9     12641                390.0              352   \n",
       "552  2015     10      4517                349.0              128   \n",
       "553  2015     11       328                  4.0               19   \n",
       "554  2015     12       261                  9.0                3   \n",
       "555  2016      1       230                  2.0                1   \n",
       "556  2016      2      1331                 17.0               31   \n",
       "557  2016      3      1563                 65.0                8   \n",
       "558  2016      4      2734                 36.0               51   \n",
       "559  2016      5     11171                274.0              438   \n",
       "560  2016      6     10486                268.0              318   \n",
       "561  2016      7     18454                583.0              497   \n",
       "562  2016      8     12262                390.0              574   \n",
       "563  2016      9      9020                386.0              286   \n",
       "564  2016     10      5972                157.0               55   \n",
       "565  2016     11      2973                 96.0               92   \n",
       "566  2016     12        22                  0.0                0   \n",
       "\n",
       "     Station_Bhola  Station_Bogra  Station_Chandpur  Station_Chittagong  \n",
       "0              0.0            0.0               0.0                 1.0  \n",
       "1             26.0            0.0               0.0                20.0  \n",
       "2              4.0            0.0              13.0                 2.0  \n",
       "3             70.0            0.0              71.0                40.0  \n",
       "4             69.0          113.0              57.0               158.0  \n",
       "5            402.0          506.0             387.0               313.0  \n",
       "6            233.0          629.0             433.0              1041.0  \n",
       "7            287.0          171.0             172.0               405.0  \n",
       "8            503.0          201.0             208.0               317.0  \n",
       "9            288.0          164.0             238.0               380.0  \n",
       "10             9.0           10.0               1.0               151.0  \n",
       "11             0.0            0.0               0.0                 0.0  \n",
       "12             0.0           13.0               NaN                10.0  \n",
       "13             0.0            4.0               NaN                 0.0  \n",
       "14             0.0            8.0               NaN                 0.0  \n",
       "15             0.0            0.0               NaN                 2.0  \n",
       "16           247.0            0.0               NaN                63.0  \n",
       "17           584.0            0.0               NaN               853.0  \n",
       "18           409.0          344.0               NaN               949.0  \n",
       "19           381.0          312.0               NaN               707.0  \n",
       "20           409.0          392.0               NaN               184.0  \n",
       "21           107.0          128.0               NaN                59.0  \n",
       "22          1283.0           41.0               NaN                 0.0  \n",
       "23             0.0            0.0               NaN                 0.0  \n",
       "24             0.0            3.0               NaN                 0.0  \n",
       "25            13.0           16.0               NaN                 2.0  \n",
       "26             0.0           14.0               NaN                 0.0  \n",
       "27            59.0            6.0               NaN                87.0  \n",
       "28            64.0          134.0               NaN                15.0  \n",
       "29           512.0          268.0               NaN               457.0  \n",
       "..             ...            ...               ...                 ...  \n",
       "537          299.0          211.0             319.0               395.0  \n",
       "538          496.0          226.0             258.0               692.0  \n",
       "539          269.0          329.0             346.0               363.0  \n",
       "540           51.0           64.0              98.0               104.0  \n",
       "541            0.0            0.0               1.0                 0.0  \n",
       "542            0.0            0.0               0.0                 0.0  \n",
       "543            1.0           12.0               3.0                 6.0  \n",
       "544           10.0           72.0              29.0                 0.0  \n",
       "545           42.0           21.0              11.0                18.0  \n",
       "546           96.0          202.0             175.0               218.0  \n",
       "547           76.0          220.0             160.0                92.0  \n",
       "548          707.0          310.0             675.0               713.0  \n",
       "549          743.0          213.0             872.0              1555.0  \n",
       "550          416.0          293.0             500.0               568.0  \n",
       "551          372.0          198.0             249.0               331.0  \n",
       "552          178.0           40.0             128.0               193.0  \n",
       "553            6.0            0.0               0.0                 7.0  \n",
       "554            2.0            0.0               2.0                12.0  \n",
       "555            2.0           15.0               0.0                 5.0  \n",
       "556           31.0            0.0              33.0                 6.0  \n",
       "557           24.0            2.0              12.0                77.0  \n",
       "558           34.0           28.0              19.0                39.0  \n",
       "559          473.0          251.0             520.0               253.0  \n",
       "560          328.0           84.0             296.0               201.0  \n",
       "561          378.0          327.0             539.0               568.0  \n",
       "562          567.0          132.0             510.0               398.0  \n",
       "563          277.0          135.0             151.0               323.0  \n",
       "564          173.0          107.0             135.0               249.0  \n",
       "565          173.0            0.0             135.0                89.0  \n",
       "566            0.0            0.0               0.0                 0.0  \n",
       "\n",
       "[567 rows x 9 columns]"
      ]
     },
     "execution_count": 205,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "next_data=pd.merge(next_data, Chittagong_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 206,
   "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>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Station_Comilla</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>129</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>546</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>284</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>312</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>313</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>314</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>315</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>316</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>317</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>291</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>307</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>166</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>322</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>323</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>576</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>577</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>578</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>579</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>580</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>252</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>581</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15657</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>227</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15658</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>418</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15659</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>296</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15660</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15661</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15662</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16047</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16048</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16049</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16050</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>206</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16051</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16052</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>286</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16053</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>820</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16054</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16055</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16056</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16057</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16058</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16443</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16444</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16445</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16446</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16447</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>448</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16448</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16449</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>557</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16450</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16451</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16452</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16453</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16454</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>552 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Year  Month  Station_Comilla\n",
       "60     1970      1               20\n",
       "61     1970      2                9\n",
       "62     1970      3               63\n",
       "63     1970      4              134\n",
       "64     1970      5              187\n",
       "65     1970      6              129\n",
       "66     1970      7              546\n",
       "67     1970      8              240\n",
       "68     1970      9               37\n",
       "69     1970     10              284\n",
       "70     1970     11               74\n",
       "71     1970     12                0\n",
       "312    1971      1                5\n",
       "313    1971      2               10\n",
       "314    1971      3                0\n",
       "315    1971      4                0\n",
       "316    1971      5               46\n",
       "317    1971      6              123\n",
       "318    1971      7              291\n",
       "319    1971      8              307\n",
       "320    1971      9              172\n",
       "321    1971     10              166\n",
       "322    1971     11               57\n",
       "323    1971     12                0\n",
       "576    1972      1                0\n",
       "577    1972      2                0\n",
       "578    1972      3               15\n",
       "579    1972      4              117\n",
       "580    1972      5              252\n",
       "581    1972      6              369\n",
       "...     ...    ...              ...\n",
       "15657  2014      7              227\n",
       "15658  2014      8              418\n",
       "15659  2014      9              296\n",
       "15660  2014     10               64\n",
       "15661  2014     11                0\n",
       "15662  2014     12                0\n",
       "16047  2015      1                1\n",
       "16048  2015      2               24\n",
       "16049  2015      3               11\n",
       "16050  2015      4              206\n",
       "16051  2015      5              187\n",
       "16052  2015      6              286\n",
       "16053  2015      7              820\n",
       "16054  2015      8              188\n",
       "16055  2015      9              377\n",
       "16056  2015     10               44\n",
       "16057  2015     11                1\n",
       "16058  2015     12               10\n",
       "16443  2016      1                1\n",
       "16444  2016      2               47\n",
       "16445  2016      3               72\n",
       "16446  2016      4              118\n",
       "16447  2016      5              448\n",
       "16448  2016      6              210\n",
       "16449  2016      7              557\n",
       "16450  2016      8              277\n",
       "16451  2016      9              143\n",
       "16452  2016     10              111\n",
       "16453  2016     11              190\n",
       "16454  2016     12                0\n",
       "\n",
       "[552 rows x 3 columns]"
      ]
     },
     "execution_count": 206,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Comilla_data=data_n[['Year', 'Month','Rainfall', 'Station_Comilla']]\n",
    "Comilla_data=Comilla_data.loc[Comilla_data[\"Station_Comilla\"]==1]\n",
    "Comilla_data=Comilla_data.drop(['Station_Comilla'] , axis=1)\n",
    "Comilla_data=Comilla_data.rename(columns = {'Rainfall':'Station_Comilla'})\n",
    "Comilla_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 207,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
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       "      <th>Station_Comilla</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
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       "      <td>367</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>20.0</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>531</td>\n",
       "      <td>NaN</td>\n",
       "      <td>24</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>9.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>63.0</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>91</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>71.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>134.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>124</td>\n",
       "      <td>69.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>158.0</td>\n",
       "      <td>187.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "      <td>408</td>\n",
       "      <td>402.0</td>\n",
       "      <td>506.0</td>\n",
       "      <td>387.0</td>\n",
       "      <td>313.0</td>\n",
       "      <td>129.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>530</td>\n",
       "      <td>233.0</td>\n",
       "      <td>629.0</td>\n",
       "      <td>433.0</td>\n",
       "      <td>1041.0</td>\n",
       "      <td>546.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
       "      <td>287.0</td>\n",
       "      <td>171.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>405.0</td>\n",
       "      <td>240.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>571</td>\n",
       "      <td>503.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>317.0</td>\n",
       "      <td>37.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "      <td>288.0</td>\n",
       "      <td>164.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>284.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "      <td>9.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "      <td>247.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "      <td>46.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "      <td>584.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>853.0</td>\n",
       "      <td>123.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "      <td>409.0</td>\n",
       "      <td>344.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>949.0</td>\n",
       "      <td>291.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "      <td>381.0</td>\n",
       "      <td>312.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>707.0</td>\n",
       "      <td>307.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "      <td>409.0</td>\n",
       "      <td>392.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>184.0</td>\n",
       "      <td>172.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "      <td>107.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>166.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "      <td>1283.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>13.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "      <td>59.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>87.0</td>\n",
       "      <td>117.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>64.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.0</td>\n",
       "      <td>252.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>7071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>262</td>\n",
       "      <td>512.0</td>\n",
       "      <td>268.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>457.0</td>\n",
       "      <td>369.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "      <td>299.0</td>\n",
       "      <td>211.0</td>\n",
       "      <td>319.0</td>\n",
       "      <td>395.0</td>\n",
       "      <td>227.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "      <td>496.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>258.0</td>\n",
       "      <td>692.0</td>\n",
       "      <td>418.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "      <td>269.0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>346.0</td>\n",
       "      <td>363.0</td>\n",
       "      <td>296.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "      <td>51.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>64.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "      <td>10.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "      <td>42.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "      <td>96.0</td>\n",
       "      <td>202.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>206.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "      <td>76.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>187.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "      <td>707.0</td>\n",
       "      <td>310.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>713.0</td>\n",
       "      <td>286.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "      <td>743.0</td>\n",
       "      <td>213.0</td>\n",
       "      <td>872.0</td>\n",
       "      <td>1555.0</td>\n",
       "      <td>820.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "      <td>416.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>500.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>188.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "      <td>372.0</td>\n",
       "      <td>198.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>377.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "      <td>178.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>193.0</td>\n",
       "      <td>44.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>47.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>72.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "      <td>34.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>118.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "      <td>473.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>448.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "      <td>328.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>210.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "      <td>378.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>539.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>557.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "      <td>567.0</td>\n",
       "      <td>132.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>398.0</td>\n",
       "      <td>277.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "      <td>277.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>323.0</td>\n",
       "      <td>143.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "      <td>173.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>111.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "      <td>173.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>190.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>567 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0    1970      1       367                  NaN                0   \n",
       "1    1970      2       531                  NaN               24   \n",
       "2    1970      3       484                  NaN                5   \n",
       "3    1970      4      2038                  NaN               91   \n",
       "4    1970      5      3598                  NaN              124   \n",
       "5    1970      6      9105                  NaN              408   \n",
       "6    1970      7     13796                  NaN              530   \n",
       "7    1970      8      7796                  NaN              317   \n",
       "8    1970      9      7400                  NaN              571   \n",
       "9    1970     10      6521                  NaN              253   \n",
       "10   1970     11       997                  NaN               90   \n",
       "11   1970     12         0                  NaN                0   \n",
       "12   1971      1       147                  NaN                7   \n",
       "13   1971      2        87                  NaN                1   \n",
       "14   1971      3        71                  NaN                0   \n",
       "15   1971      4       373                  NaN              104   \n",
       "16   1971      5      1941                  NaN              267   \n",
       "17   1971      6      8024                  NaN              503   \n",
       "18   1971      7      9841                  NaN              250   \n",
       "19   1971      8     10674                  NaN              233   \n",
       "20   1971      9      6285                  NaN              394   \n",
       "21   1971     10      3480                  NaN              152   \n",
       "22   1971     11      2518                  NaN              114   \n",
       "23   1971     12         1                  NaN                0   \n",
       "24   1972      1        21                  NaN                0   \n",
       "25   1972      2       427                  NaN               58   \n",
       "26   1972      3       366                  NaN                0   \n",
       "27   1972      4      1949                  NaN              121   \n",
       "28   1972      5      3038                  NaN              130   \n",
       "29   1972      6      7071                  NaN              262   \n",
       "..    ...    ...       ...                  ...              ...   \n",
       "537  2014      7     12256                389.0              277   \n",
       "538  2014      8     14843                599.0              253   \n",
       "539  2014      9     11181                355.0              254   \n",
       "540  2014     10      2581                107.0               66   \n",
       "541  2014     11        50                  1.0                0   \n",
       "542  2014     12         2                  0.0                0   \n",
       "543  2015      1       344                  4.0                3   \n",
       "544  2015      2       552                  0.0               24   \n",
       "545  2015      3       719                 18.0               18   \n",
       "546  2015      4      5900                292.0              135   \n",
       "547  2015      5      5751                110.0               72   \n",
       "548  2015      6     19576                699.0              641   \n",
       "549  2015      7     28468               1466.0              785   \n",
       "550  2015      8     15053                586.0              254   \n",
       "551  2015      9     12641                390.0              352   \n",
       "552  2015     10      4517                349.0              128   \n",
       "553  2015     11       328                  4.0               19   \n",
       "554  2015     12       261                  9.0                3   \n",
       "555  2016      1       230                  2.0                1   \n",
       "556  2016      2      1331                 17.0               31   \n",
       "557  2016      3      1563                 65.0                8   \n",
       "558  2016      4      2734                 36.0               51   \n",
       "559  2016      5     11171                274.0              438   \n",
       "560  2016      6     10486                268.0              318   \n",
       "561  2016      7     18454                583.0              497   \n",
       "562  2016      8     12262                390.0              574   \n",
       "563  2016      9      9020                386.0              286   \n",
       "564  2016     10      5972                157.0               55   \n",
       "565  2016     11      2973                 96.0               92   \n",
       "566  2016     12        22                  0.0                0   \n",
       "\n",
       "     Station_Bhola  Station_Bogra  Station_Chandpur  Station_Chittagong  \\\n",
       "0              0.0            0.0               0.0                 1.0   \n",
       "1             26.0            0.0               0.0                20.0   \n",
       "2              4.0            0.0              13.0                 2.0   \n",
       "3             70.0            0.0              71.0                40.0   \n",
       "4             69.0          113.0              57.0               158.0   \n",
       "5            402.0          506.0             387.0               313.0   \n",
       "6            233.0          629.0             433.0              1041.0   \n",
       "7            287.0          171.0             172.0               405.0   \n",
       "8            503.0          201.0             208.0               317.0   \n",
       "9            288.0          164.0             238.0               380.0   \n",
       "10             9.0           10.0               1.0               151.0   \n",
       "11             0.0            0.0               0.0                 0.0   \n",
       "12             0.0           13.0               NaN                10.0   \n",
       "13             0.0            4.0               NaN                 0.0   \n",
       "14             0.0            8.0               NaN                 0.0   \n",
       "15             0.0            0.0               NaN                 2.0   \n",
       "16           247.0            0.0               NaN                63.0   \n",
       "17           584.0            0.0               NaN               853.0   \n",
       "18           409.0          344.0               NaN               949.0   \n",
       "19           381.0          312.0               NaN               707.0   \n",
       "20           409.0          392.0               NaN               184.0   \n",
       "21           107.0          128.0               NaN                59.0   \n",
       "22          1283.0           41.0               NaN                 0.0   \n",
       "23             0.0            0.0               NaN                 0.0   \n",
       "24             0.0            3.0               NaN                 0.0   \n",
       "25            13.0           16.0               NaN                 2.0   \n",
       "26             0.0           14.0               NaN                 0.0   \n",
       "27            59.0            6.0               NaN                87.0   \n",
       "28            64.0          134.0               NaN                15.0   \n",
       "29           512.0          268.0               NaN               457.0   \n",
       "..             ...            ...               ...                 ...   \n",
       "537          299.0          211.0             319.0               395.0   \n",
       "538          496.0          226.0             258.0               692.0   \n",
       "539          269.0          329.0             346.0               363.0   \n",
       "540           51.0           64.0              98.0               104.0   \n",
       "541            0.0            0.0               1.0                 0.0   \n",
       "542            0.0            0.0               0.0                 0.0   \n",
       "543            1.0           12.0               3.0                 6.0   \n",
       "544           10.0           72.0              29.0                 0.0   \n",
       "545           42.0           21.0              11.0                18.0   \n",
       "546           96.0          202.0             175.0               218.0   \n",
       "547           76.0          220.0             160.0                92.0   \n",
       "548          707.0          310.0             675.0               713.0   \n",
       "549          743.0          213.0             872.0              1555.0   \n",
       "550          416.0          293.0             500.0               568.0   \n",
       "551          372.0          198.0             249.0               331.0   \n",
       "552          178.0           40.0             128.0               193.0   \n",
       "553            6.0            0.0               0.0                 7.0   \n",
       "554            2.0            0.0               2.0                12.0   \n",
       "555            2.0           15.0               0.0                 5.0   \n",
       "556           31.0            0.0              33.0                 6.0   \n",
       "557           24.0            2.0              12.0                77.0   \n",
       "558           34.0           28.0              19.0                39.0   \n",
       "559          473.0          251.0             520.0               253.0   \n",
       "560          328.0           84.0             296.0               201.0   \n",
       "561          378.0          327.0             539.0               568.0   \n",
       "562          567.0          132.0             510.0               398.0   \n",
       "563          277.0          135.0             151.0               323.0   \n",
       "564          173.0          107.0             135.0               249.0   \n",
       "565          173.0            0.0             135.0                89.0   \n",
       "566            0.0            0.0               0.0                 0.0   \n",
       "\n",
       "     Station_Comilla  \n",
       "0               20.0  \n",
       "1                9.0  \n",
       "2               63.0  \n",
       "3              134.0  \n",
       "4              187.0  \n",
       "5              129.0  \n",
       "6              546.0  \n",
       "7              240.0  \n",
       "8               37.0  \n",
       "9              284.0  \n",
       "10              74.0  \n",
       "11               0.0  \n",
       "12               5.0  \n",
       "13              10.0  \n",
       "14               0.0  \n",
       "15               0.0  \n",
       "16              46.0  \n",
       "17             123.0  \n",
       "18             291.0  \n",
       "19             307.0  \n",
       "20             172.0  \n",
       "21             166.0  \n",
       "22              57.0  \n",
       "23               0.0  \n",
       "24               0.0  \n",
       "25               0.0  \n",
       "26              15.0  \n",
       "27             117.0  \n",
       "28             252.0  \n",
       "29             369.0  \n",
       "..               ...  \n",
       "537            227.0  \n",
       "538            418.0  \n",
       "539            296.0  \n",
       "540             64.0  \n",
       "541              0.0  \n",
       "542              0.0  \n",
       "543              1.0  \n",
       "544             24.0  \n",
       "545             11.0  \n",
       "546            206.0  \n",
       "547            187.0  \n",
       "548            286.0  \n",
       "549            820.0  \n",
       "550            188.0  \n",
       "551            377.0  \n",
       "552             44.0  \n",
       "553              1.0  \n",
       "554             10.0  \n",
       "555              1.0  \n",
       "556             47.0  \n",
       "557             72.0  \n",
       "558            118.0  \n",
       "559            448.0  \n",
       "560            210.0  \n",
       "561            557.0  \n",
       "562            277.0  \n",
       "563            143.0  \n",
       "564            111.0  \n",
       "565            190.0  \n",
       "566              0.0  \n",
       "\n",
       "[567 rows x 10 columns]"
      ]
     },
     "execution_count": 207,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "next_data=pd.merge(next_data, Comilla_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 208,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Station_CoxsBazar</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>331</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>1424</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>598</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>308</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>458</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>324</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>325</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>326</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>327</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>328</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>155</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>329</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>1179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>330</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>1518</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>331</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>680</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>332</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>333</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>334</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>335</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>588</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>589</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>590</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>591</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>592</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>593</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>288</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15669</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>717</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15670</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>611</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15671</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>264</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15672</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15673</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15674</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16059</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16060</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16061</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16062</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16063</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16064</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>1573</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16065</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>1400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16066</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>657</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16067</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>618</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16068</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>207</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16069</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16070</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16455</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16456</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16457</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16458</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16459</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16460</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>538</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16461</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>1113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16462</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>472</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16463</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16464</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>418</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16465</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16466</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>564 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Year  Month  Station_CoxsBazar\n",
       "72     1970      1                  0\n",
       "73     1970      2                 40\n",
       "74     1970      3                  0\n",
       "75     1970      4                 69\n",
       "76     1970      5                331\n",
       "77     1970      6                578\n",
       "78     1970      7               1424\n",
       "79     1970      8                598\n",
       "80     1970      9                308\n",
       "81     1970     10                458\n",
       "82     1970     11                 67\n",
       "83     1970     12                  0\n",
       "324    1971      1                  4\n",
       "325    1971      2                  0\n",
       "326    1971      3                  1\n",
       "327    1971      4                  5\n",
       "328    1971      5                155\n",
       "329    1971      6               1179\n",
       "330    1971      7               1518\n",
       "331    1971      8                680\n",
       "332    1971      9                112\n",
       "333    1971     10                163\n",
       "334    1971     11                 91\n",
       "335    1971     12                  0\n",
       "588    1972      1                  0\n",
       "589    1972      2                  4\n",
       "590    1972      3                  0\n",
       "591    1972      4                 52\n",
       "592    1972      5                124\n",
       "593    1972      6                288\n",
       "...     ...    ...                ...\n",
       "15669  2014      7                717\n",
       "15670  2014      8                611\n",
       "15671  2014      9                264\n",
       "15672  2014     10                 41\n",
       "15673  2014     11                  0\n",
       "15674  2014     12                  0\n",
       "16059  2015      1                 10\n",
       "16060  2015      2                  0\n",
       "16061  2015      3                 16\n",
       "16062  2015      4                 72\n",
       "16063  2015      5                 96\n",
       "16064  2015      6               1573\n",
       "16065  2015      7               1400\n",
       "16066  2015      8                657\n",
       "16067  2015      9                618\n",
       "16068  2015     10                207\n",
       "16069  2015     11                 40\n",
       "16070  2015     12                 27\n",
       "16455  2016      1                  0\n",
       "16456  2016      2                  0\n",
       "16457  2016      3                 25\n",
       "16458  2016      4                 22\n",
       "16459  2016      5                359\n",
       "16460  2016      6                538\n",
       "16461  2016      7               1113\n",
       "16462  2016      8                472\n",
       "16463  2016      9                309\n",
       "16464  2016     10                418\n",
       "16465  2016     11                 41\n",
       "16466  2016     12                  0\n",
       "\n",
       "[564 rows x 3 columns]"
      ]
     },
     "execution_count": 208,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "CoxsBazar_data=data_n[['Year', 'Month','Rainfall', 'Station_CoxsBazar']]\n",
    "CoxsBazar_data=CoxsBazar_data.loc[CoxsBazar_data[\"Station_CoxsBazar\"]==1]\n",
    "CoxsBazar_data=CoxsBazar_data.drop(['Station_CoxsBazar'] , axis=1)\n",
    "CoxsBazar_data=CoxsBazar_data.rename(columns = {'Rainfall':'Station_CoxsBazar'})\n",
    "CoxsBazar_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 209,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
       "      <th>Station_Bhola</th>\n",
       "      <th>Station_Bogra</th>\n",
       "      <th>Station_Chandpur</th>\n",
       "      <th>Station_Chittagong</th>\n",
       "      <th>Station_Comilla</th>\n",
       "      <th>Station_CoxsBazar</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
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       "      <td>NaN</td>\n",
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       "      <th>1</th>\n",
       "      <td>1970</td>\n",
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       "      <td>24</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>40</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
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       "      <td>5</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>91</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>71.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>124</td>\n",
       "      <td>69.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>158.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>331</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "      <td>408</td>\n",
       "      <td>402.0</td>\n",
       "      <td>506.0</td>\n",
       "      <td>387.0</td>\n",
       "      <td>313.0</td>\n",
       "      <td>129.0</td>\n",
       "      <td>578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>530</td>\n",
       "      <td>233.0</td>\n",
       "      <td>629.0</td>\n",
       "      <td>433.0</td>\n",
       "      <td>1041.0</td>\n",
       "      <td>546.0</td>\n",
       "      <td>1424</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
       "      <td>287.0</td>\n",
       "      <td>171.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>405.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>598</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>571</td>\n",
       "      <td>503.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>317.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>308</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "      <td>288.0</td>\n",
       "      <td>164.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>284.0</td>\n",
       "      <td>458</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "      <td>9.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</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>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "      <td>247.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>155</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "      <td>584.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>853.0</td>\n",
       "      <td>123.0</td>\n",
       "      <td>1179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "      <td>409.0</td>\n",
       "      <td>344.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>949.0</td>\n",
       "      <td>291.0</td>\n",
       "      <td>1518</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "      <td>381.0</td>\n",
       "      <td>312.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>707.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>680</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "      <td>409.0</td>\n",
       "      <td>392.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>184.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "      <td>107.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>166.0</td>\n",
       "      <td>163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "      <td>1283.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>13.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "      <td>59.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>87.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>64.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.0</td>\n",
       "      <td>252.0</td>\n",
       "      <td>124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>7071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>262</td>\n",
       "      <td>512.0</td>\n",
       "      <td>268.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>457.0</td>\n",
       "      <td>369.0</td>\n",
       "      <td>288</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "      <td>299.0</td>\n",
       "      <td>211.0</td>\n",
       "      <td>319.0</td>\n",
       "      <td>395.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>717</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "      <td>496.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>258.0</td>\n",
       "      <td>692.0</td>\n",
       "      <td>418.0</td>\n",
       "      <td>611</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "      <td>269.0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>346.0</td>\n",
       "      <td>363.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>264</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "      <td>51.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "      <td>10.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "      <td>42.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "      <td>96.0</td>\n",
       "      <td>202.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>206.0</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "      <td>76.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "      <td>707.0</td>\n",
       "      <td>310.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>713.0</td>\n",
       "      <td>286.0</td>\n",
       "      <td>1573</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "      <td>743.0</td>\n",
       "      <td>213.0</td>\n",
       "      <td>872.0</td>\n",
       "      <td>1555.0</td>\n",
       "      <td>820.0</td>\n",
       "      <td>1400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "      <td>416.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>500.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>188.0</td>\n",
       "      <td>657</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "      <td>372.0</td>\n",
       "      <td>198.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>618</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "      <td>178.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>193.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>207</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "      <td>34.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "      <td>473.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>448.0</td>\n",
       "      <td>359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "      <td>328.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>210.0</td>\n",
       "      <td>538</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "      <td>378.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>539.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>557.0</td>\n",
       "      <td>1113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "      <td>567.0</td>\n",
       "      <td>132.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>398.0</td>\n",
       "      <td>277.0</td>\n",
       "      <td>472</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "      <td>277.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>323.0</td>\n",
       "      <td>143.0</td>\n",
       "      <td>309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "      <td>173.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>418</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "      <td>173.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>190.0</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>567 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0    1970      1       367                  NaN                0   \n",
       "1    1970      2       531                  NaN               24   \n",
       "2    1970      3       484                  NaN                5   \n",
       "3    1970      4      2038                  NaN               91   \n",
       "4    1970      5      3598                  NaN              124   \n",
       "5    1970      6      9105                  NaN              408   \n",
       "6    1970      7     13796                  NaN              530   \n",
       "7    1970      8      7796                  NaN              317   \n",
       "8    1970      9      7400                  NaN              571   \n",
       "9    1970     10      6521                  NaN              253   \n",
       "10   1970     11       997                  NaN               90   \n",
       "11   1970     12         0                  NaN                0   \n",
       "12   1971      1       147                  NaN                7   \n",
       "13   1971      2        87                  NaN                1   \n",
       "14   1971      3        71                  NaN                0   \n",
       "15   1971      4       373                  NaN              104   \n",
       "16   1971      5      1941                  NaN              267   \n",
       "17   1971      6      8024                  NaN              503   \n",
       "18   1971      7      9841                  NaN              250   \n",
       "19   1971      8     10674                  NaN              233   \n",
       "20   1971      9      6285                  NaN              394   \n",
       "21   1971     10      3480                  NaN              152   \n",
       "22   1971     11      2518                  NaN              114   \n",
       "23   1971     12         1                  NaN                0   \n",
       "24   1972      1        21                  NaN                0   \n",
       "25   1972      2       427                  NaN               58   \n",
       "26   1972      3       366                  NaN                0   \n",
       "27   1972      4      1949                  NaN              121   \n",
       "28   1972      5      3038                  NaN              130   \n",
       "29   1972      6      7071                  NaN              262   \n",
       "..    ...    ...       ...                  ...              ...   \n",
       "537  2014      7     12256                389.0              277   \n",
       "538  2014      8     14843                599.0              253   \n",
       "539  2014      9     11181                355.0              254   \n",
       "540  2014     10      2581                107.0               66   \n",
       "541  2014     11        50                  1.0                0   \n",
       "542  2014     12         2                  0.0                0   \n",
       "543  2015      1       344                  4.0                3   \n",
       "544  2015      2       552                  0.0               24   \n",
       "545  2015      3       719                 18.0               18   \n",
       "546  2015      4      5900                292.0              135   \n",
       "547  2015      5      5751                110.0               72   \n",
       "548  2015      6     19576                699.0              641   \n",
       "549  2015      7     28468               1466.0              785   \n",
       "550  2015      8     15053                586.0              254   \n",
       "551  2015      9     12641                390.0              352   \n",
       "552  2015     10      4517                349.0              128   \n",
       "553  2015     11       328                  4.0               19   \n",
       "554  2015     12       261                  9.0                3   \n",
       "555  2016      1       230                  2.0                1   \n",
       "556  2016      2      1331                 17.0               31   \n",
       "557  2016      3      1563                 65.0                8   \n",
       "558  2016      4      2734                 36.0               51   \n",
       "559  2016      5     11171                274.0              438   \n",
       "560  2016      6     10486                268.0              318   \n",
       "561  2016      7     18454                583.0              497   \n",
       "562  2016      8     12262                390.0              574   \n",
       "563  2016      9      9020                386.0              286   \n",
       "564  2016     10      5972                157.0               55   \n",
       "565  2016     11      2973                 96.0               92   \n",
       "566  2016     12        22                  0.0                0   \n",
       "\n",
       "     Station_Bhola  Station_Bogra  Station_Chandpur  Station_Chittagong  \\\n",
       "0              0.0            0.0               0.0                 1.0   \n",
       "1             26.0            0.0               0.0                20.0   \n",
       "2              4.0            0.0              13.0                 2.0   \n",
       "3             70.0            0.0              71.0                40.0   \n",
       "4             69.0          113.0              57.0               158.0   \n",
       "5            402.0          506.0             387.0               313.0   \n",
       "6            233.0          629.0             433.0              1041.0   \n",
       "7            287.0          171.0             172.0               405.0   \n",
       "8            503.0          201.0             208.0               317.0   \n",
       "9            288.0          164.0             238.0               380.0   \n",
       "10             9.0           10.0               1.0               151.0   \n",
       "11             0.0            0.0               0.0                 0.0   \n",
       "12             0.0           13.0               NaN                10.0   \n",
       "13             0.0            4.0               NaN                 0.0   \n",
       "14             0.0            8.0               NaN                 0.0   \n",
       "15             0.0            0.0               NaN                 2.0   \n",
       "16           247.0            0.0               NaN                63.0   \n",
       "17           584.0            0.0               NaN               853.0   \n",
       "18           409.0          344.0               NaN               949.0   \n",
       "19           381.0          312.0               NaN               707.0   \n",
       "20           409.0          392.0               NaN               184.0   \n",
       "21           107.0          128.0               NaN                59.0   \n",
       "22          1283.0           41.0               NaN                 0.0   \n",
       "23             0.0            0.0               NaN                 0.0   \n",
       "24             0.0            3.0               NaN                 0.0   \n",
       "25            13.0           16.0               NaN                 2.0   \n",
       "26             0.0           14.0               NaN                 0.0   \n",
       "27            59.0            6.0               NaN                87.0   \n",
       "28            64.0          134.0               NaN                15.0   \n",
       "29           512.0          268.0               NaN               457.0   \n",
       "..             ...            ...               ...                 ...   \n",
       "537          299.0          211.0             319.0               395.0   \n",
       "538          496.0          226.0             258.0               692.0   \n",
       "539          269.0          329.0             346.0               363.0   \n",
       "540           51.0           64.0              98.0               104.0   \n",
       "541            0.0            0.0               1.0                 0.0   \n",
       "542            0.0            0.0               0.0                 0.0   \n",
       "543            1.0           12.0               3.0                 6.0   \n",
       "544           10.0           72.0              29.0                 0.0   \n",
       "545           42.0           21.0              11.0                18.0   \n",
       "546           96.0          202.0             175.0               218.0   \n",
       "547           76.0          220.0             160.0                92.0   \n",
       "548          707.0          310.0             675.0               713.0   \n",
       "549          743.0          213.0             872.0              1555.0   \n",
       "550          416.0          293.0             500.0               568.0   \n",
       "551          372.0          198.0             249.0               331.0   \n",
       "552          178.0           40.0             128.0               193.0   \n",
       "553            6.0            0.0               0.0                 7.0   \n",
       "554            2.0            0.0               2.0                12.0   \n",
       "555            2.0           15.0               0.0                 5.0   \n",
       "556           31.0            0.0              33.0                 6.0   \n",
       "557           24.0            2.0              12.0                77.0   \n",
       "558           34.0           28.0              19.0                39.0   \n",
       "559          473.0          251.0             520.0               253.0   \n",
       "560          328.0           84.0             296.0               201.0   \n",
       "561          378.0          327.0             539.0               568.0   \n",
       "562          567.0          132.0             510.0               398.0   \n",
       "563          277.0          135.0             151.0               323.0   \n",
       "564          173.0          107.0             135.0               249.0   \n",
       "565          173.0            0.0             135.0                89.0   \n",
       "566            0.0            0.0               0.0                 0.0   \n",
       "\n",
       "     Station_Comilla  Station_CoxsBazar  \n",
       "0               20.0                  0  \n",
       "1                9.0                 40  \n",
       "2               63.0                  0  \n",
       "3              134.0                 69  \n",
       "4              187.0                331  \n",
       "5              129.0                578  \n",
       "6              546.0               1424  \n",
       "7              240.0                598  \n",
       "8               37.0                308  \n",
       "9              284.0                458  \n",
       "10              74.0                 67  \n",
       "11               0.0                  0  \n",
       "12               5.0                  4  \n",
       "13              10.0                  0  \n",
       "14               0.0                  1  \n",
       "15               0.0                  5  \n",
       "16              46.0                155  \n",
       "17             123.0               1179  \n",
       "18             291.0               1518  \n",
       "19             307.0                680  \n",
       "20             172.0                112  \n",
       "21             166.0                163  \n",
       "22              57.0                 91  \n",
       "23               0.0                  0  \n",
       "24               0.0                  0  \n",
       "25               0.0                  4  \n",
       "26              15.0                  0  \n",
       "27             117.0                 52  \n",
       "28             252.0                124  \n",
       "29             369.0                288  \n",
       "..               ...                ...  \n",
       "537            227.0                717  \n",
       "538            418.0                611  \n",
       "539            296.0                264  \n",
       "540             64.0                 41  \n",
       "541              0.0                  0  \n",
       "542              0.0                  0  \n",
       "543              1.0                 10  \n",
       "544             24.0                  0  \n",
       "545             11.0                 16  \n",
       "546            206.0                 72  \n",
       "547            187.0                 96  \n",
       "548            286.0               1573  \n",
       "549            820.0               1400  \n",
       "550            188.0                657  \n",
       "551            377.0                618  \n",
       "552             44.0                207  \n",
       "553              1.0                 40  \n",
       "554             10.0                 27  \n",
       "555              1.0                  0  \n",
       "556             47.0                  0  \n",
       "557             72.0                 25  \n",
       "558            118.0                 22  \n",
       "559            448.0                359  \n",
       "560            210.0                538  \n",
       "561            557.0               1113  \n",
       "562            277.0                472  \n",
       "563            143.0                309  \n",
       "564            111.0                418  \n",
       "565            190.0                 41  \n",
       "566              0.0                  0  \n",
       "\n",
       "[567 rows x 11 columns]"
      ]
     },
     "execution_count": 209,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "next_data=pd.merge(next_data, CoxsBazar_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 210,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "        vertical-align: top;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Station_Dhaka</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>192</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>276</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>496</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>280</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>427</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>336</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>337</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>338</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>339</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>340</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>344</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>339</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>342</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>550</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>343</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>540</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>344</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>259</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>345</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>346</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>347</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>600</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>601</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>602</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>603</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>248</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>604</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>605</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>353</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15681</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15682</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>391</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15683</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15684</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15685</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15686</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16071</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16072</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16073</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16074</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>166</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16075</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>185</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16076</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>375</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16077</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>623</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16078</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>395</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16079</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>346</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16080</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16081</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16082</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16467</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16468</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16469</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16470</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16471</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16472</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16473</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>405</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16474</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>171</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16475</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16476</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16477</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16478</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>552 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       Year  Month  Station_Dhaka\n",
       "84     1970      1             16\n",
       "85     1970      2              8\n",
       "86     1970      3             23\n",
       "87     1970      4             45\n",
       "88     1970      5            192\n",
       "89     1970      6            276\n",
       "90     1970      7            496\n",
       "91     1970      8            280\n",
       "92     1970      9            200\n",
       "93     1970     10            427\n",
       "94     1970     11             32\n",
       "95     1970     12              0\n",
       "336    1971      1              3\n",
       "337    1971      2             28\n",
       "338    1971      3              0\n",
       "339    1971      4              0\n",
       "340    1971      5            344\n",
       "341    1971      6            339\n",
       "342    1971      7            550\n",
       "343    1971      8            540\n",
       "344    1971      9            259\n",
       "345    1971     10            118\n",
       "346    1971     11             95\n",
       "347    1971     12              0\n",
       "600    1972      1              0\n",
       "601    1972      2             11\n",
       "602    1972      3             12\n",
       "603    1972      4            248\n",
       "604    1972      5            340\n",
       "605    1972      6            353\n",
       "...     ...    ...            ...\n",
       "15681  2014      7            212\n",
       "15682  2014      8            391\n",
       "15683  2014      9            156\n",
       "15684  2014     10             49\n",
       "15685  2014     11              0\n",
       "15686  2014     12              0\n",
       "16071  2015      1              3\n",
       "16072  2015      2             17\n",
       "16073  2015      3              4\n",
       "16074  2015      4            166\n",
       "16075  2015      5            185\n",
       "16076  2015      6            375\n",
       "16077  2015      7            623\n",
       "16078  2015      8            395\n",
       "16079  2015      9            346\n",
       "16080  2015     10             51\n",
       "16081  2015     11              0\n",
       "16082  2015     12              1\n",
       "16467  2016      1              3\n",
       "16468  2016      2             13\n",
       "16469  2016      3             55\n",
       "16470  2016      4             55\n",
       "16471  2016      5            212\n",
       "16472  2016      6            212\n",
       "16473  2016      7            405\n",
       "16474  2016      8            171\n",
       "16475  2016      9            138\n",
       "16476  2016     10             76\n",
       "16477  2016     11             25\n",
       "16478  2016     12              0\n",
       "\n",
       "[552 rows x 3 columns]"
      ]
     },
     "execution_count": 210,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Dhaka_data=data_n[['Year', 'Month','Rainfall', 'Station_Dhaka']]\n",
    "Dhaka_data=Dhaka_data.loc[Dhaka_data[\"Station_Dhaka\"]==1]\n",
    "Dhaka_data=Dhaka_data.drop(['Station_Dhaka'] , axis=1)\n",
    "Dhaka_data=Dhaka_data.rename(columns = {'Rainfall':'Station_Dhaka'})\n",
    "Dhaka_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 211,
   "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",
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
       "      <th>Station_Bhola</th>\n",
       "      <th>Station_Bogra</th>\n",
       "      <th>Station_Chandpur</th>\n",
       "      <th>Station_Chittagong</th>\n",
       "      <th>Station_Comilla</th>\n",
       "      <th>Station_CoxsBazar</th>\n",
       "      <th>Station_Dhaka</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>367</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>0</td>\n",
       "      <td>16.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>531</td>\n",
       "      <td>NaN</td>\n",
       "      <td>24</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>40</td>\n",
       "      <td>8.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>0</td>\n",
       "      <td>23.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>91</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>71.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>69</td>\n",
       "      <td>45.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>124</td>\n",
       "      <td>69.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>158.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>331</td>\n",
       "      <td>192.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "      <td>408</td>\n",
       "      <td>402.0</td>\n",
       "      <td>506.0</td>\n",
       "      <td>387.0</td>\n",
       "      <td>313.0</td>\n",
       "      <td>129.0</td>\n",
       "      <td>578</td>\n",
       "      <td>276.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>530</td>\n",
       "      <td>233.0</td>\n",
       "      <td>629.0</td>\n",
       "      <td>433.0</td>\n",
       "      <td>1041.0</td>\n",
       "      <td>546.0</td>\n",
       "      <td>1424</td>\n",
       "      <td>496.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
       "      <td>287.0</td>\n",
       "      <td>171.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>405.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>598</td>\n",
       "      <td>280.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>571</td>\n",
       "      <td>503.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>317.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>308</td>\n",
       "      <td>200.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "      <td>288.0</td>\n",
       "      <td>164.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>284.0</td>\n",
       "      <td>458</td>\n",
       "      <td>427.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "      <td>9.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>67</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</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>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0</td>\n",
       "      <td>28.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "      <td>247.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>155</td>\n",
       "      <td>344.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "      <td>584.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>853.0</td>\n",
       "      <td>123.0</td>\n",
       "      <td>1179</td>\n",
       "      <td>339.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "      <td>409.0</td>\n",
       "      <td>344.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>949.0</td>\n",
       "      <td>291.0</td>\n",
       "      <td>1518</td>\n",
       "      <td>550.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "      <td>381.0</td>\n",
       "      <td>312.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>707.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>680</td>\n",
       "      <td>540.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "      <td>409.0</td>\n",
       "      <td>392.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>184.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>112</td>\n",
       "      <td>259.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "      <td>107.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>166.0</td>\n",
       "      <td>163</td>\n",
       "      <td>118.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "      <td>1283.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>91</td>\n",
       "      <td>95.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>13.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "      <td>59.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>87.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>52</td>\n",
       "      <td>248.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>64.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.0</td>\n",
       "      <td>252.0</td>\n",
       "      <td>124</td>\n",
       "      <td>340.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>7071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>262</td>\n",
       "      <td>512.0</td>\n",
       "      <td>268.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>457.0</td>\n",
       "      <td>369.0</td>\n",
       "      <td>288</td>\n",
       "      <td>353.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "      <td>299.0</td>\n",
       "      <td>211.0</td>\n",
       "      <td>319.0</td>\n",
       "      <td>395.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>717</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "      <td>496.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>258.0</td>\n",
       "      <td>692.0</td>\n",
       "      <td>418.0</td>\n",
       "      <td>611</td>\n",
       "      <td>391.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "      <td>269.0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>346.0</td>\n",
       "      <td>363.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>264</td>\n",
       "      <td>156.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "      <td>51.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>41</td>\n",
       "      <td>49.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>10</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "      <td>10.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0</td>\n",
       "      <td>17.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "      <td>42.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>16</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "      <td>96.0</td>\n",
       "      <td>202.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>206.0</td>\n",
       "      <td>72</td>\n",
       "      <td>166.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "      <td>76.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>96</td>\n",
       "      <td>185.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "      <td>707.0</td>\n",
       "      <td>310.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>713.0</td>\n",
       "      <td>286.0</td>\n",
       "      <td>1573</td>\n",
       "      <td>375.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "      <td>743.0</td>\n",
       "      <td>213.0</td>\n",
       "      <td>872.0</td>\n",
       "      <td>1555.0</td>\n",
       "      <td>820.0</td>\n",
       "      <td>1400</td>\n",
       "      <td>623.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "      <td>416.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>500.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>188.0</td>\n",
       "      <td>657</td>\n",
       "      <td>395.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "      <td>372.0</td>\n",
       "      <td>198.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>618</td>\n",
       "      <td>346.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "      <td>178.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>193.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>207</td>\n",
       "      <td>51.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>40</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>27</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>0</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>25</td>\n",
       "      <td>55.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "      <td>34.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>22</td>\n",
       "      <td>55.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "      <td>473.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>448.0</td>\n",
       "      <td>359</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "      <td>328.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>210.0</td>\n",
       "      <td>538</td>\n",
       "      <td>212.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "      <td>378.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>539.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>557.0</td>\n",
       "      <td>1113</td>\n",
       "      <td>405.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "      <td>567.0</td>\n",
       "      <td>132.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>398.0</td>\n",
       "      <td>277.0</td>\n",
       "      <td>472</td>\n",
       "      <td>171.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "      <td>277.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>323.0</td>\n",
       "      <td>143.0</td>\n",
       "      <td>309</td>\n",
       "      <td>138.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "      <td>173.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>418</td>\n",
       "      <td>76.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "      <td>173.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>190.0</td>\n",
       "      <td>41</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>567 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0    1970      1       367                  NaN                0   \n",
       "1    1970      2       531                  NaN               24   \n",
       "2    1970      3       484                  NaN                5   \n",
       "3    1970      4      2038                  NaN               91   \n",
       "4    1970      5      3598                  NaN              124   \n",
       "5    1970      6      9105                  NaN              408   \n",
       "6    1970      7     13796                  NaN              530   \n",
       "7    1970      8      7796                  NaN              317   \n",
       "8    1970      9      7400                  NaN              571   \n",
       "9    1970     10      6521                  NaN              253   \n",
       "10   1970     11       997                  NaN               90   \n",
       "11   1970     12         0                  NaN                0   \n",
       "12   1971      1       147                  NaN                7   \n",
       "13   1971      2        87                  NaN                1   \n",
       "14   1971      3        71                  NaN                0   \n",
       "15   1971      4       373                  NaN              104   \n",
       "16   1971      5      1941                  NaN              267   \n",
       "17   1971      6      8024                  NaN              503   \n",
       "18   1971      7      9841                  NaN              250   \n",
       "19   1971      8     10674                  NaN              233   \n",
       "20   1971      9      6285                  NaN              394   \n",
       "21   1971     10      3480                  NaN              152   \n",
       "22   1971     11      2518                  NaN              114   \n",
       "23   1971     12         1                  NaN                0   \n",
       "24   1972      1        21                  NaN                0   \n",
       "25   1972      2       427                  NaN               58   \n",
       "26   1972      3       366                  NaN                0   \n",
       "27   1972      4      1949                  NaN              121   \n",
       "28   1972      5      3038                  NaN              130   \n",
       "29   1972      6      7071                  NaN              262   \n",
       "..    ...    ...       ...                  ...              ...   \n",
       "537  2014      7     12256                389.0              277   \n",
       "538  2014      8     14843                599.0              253   \n",
       "539  2014      9     11181                355.0              254   \n",
       "540  2014     10      2581                107.0               66   \n",
       "541  2014     11        50                  1.0                0   \n",
       "542  2014     12         2                  0.0                0   \n",
       "543  2015      1       344                  4.0                3   \n",
       "544  2015      2       552                  0.0               24   \n",
       "545  2015      3       719                 18.0               18   \n",
       "546  2015      4      5900                292.0              135   \n",
       "547  2015      5      5751                110.0               72   \n",
       "548  2015      6     19576                699.0              641   \n",
       "549  2015      7     28468               1466.0              785   \n",
       "550  2015      8     15053                586.0              254   \n",
       "551  2015      9     12641                390.0              352   \n",
       "552  2015     10      4517                349.0              128   \n",
       "553  2015     11       328                  4.0               19   \n",
       "554  2015     12       261                  9.0                3   \n",
       "555  2016      1       230                  2.0                1   \n",
       "556  2016      2      1331                 17.0               31   \n",
       "557  2016      3      1563                 65.0                8   \n",
       "558  2016      4      2734                 36.0               51   \n",
       "559  2016      5     11171                274.0              438   \n",
       "560  2016      6     10486                268.0              318   \n",
       "561  2016      7     18454                583.0              497   \n",
       "562  2016      8     12262                390.0              574   \n",
       "563  2016      9      9020                386.0              286   \n",
       "564  2016     10      5972                157.0               55   \n",
       "565  2016     11      2973                 96.0               92   \n",
       "566  2016     12        22                  0.0                0   \n",
       "\n",
       "     Station_Bhola  Station_Bogra  Station_Chandpur  Station_Chittagong  \\\n",
       "0              0.0            0.0               0.0                 1.0   \n",
       "1             26.0            0.0               0.0                20.0   \n",
       "2              4.0            0.0              13.0                 2.0   \n",
       "3             70.0            0.0              71.0                40.0   \n",
       "4             69.0          113.0              57.0               158.0   \n",
       "5            402.0          506.0             387.0               313.0   \n",
       "6            233.0          629.0             433.0              1041.0   \n",
       "7            287.0          171.0             172.0               405.0   \n",
       "8            503.0          201.0             208.0               317.0   \n",
       "9            288.0          164.0             238.0               380.0   \n",
       "10             9.0           10.0               1.0               151.0   \n",
       "11             0.0            0.0               0.0                 0.0   \n",
       "12             0.0           13.0               NaN                10.0   \n",
       "13             0.0            4.0               NaN                 0.0   \n",
       "14             0.0            8.0               NaN                 0.0   \n",
       "15             0.0            0.0               NaN                 2.0   \n",
       "16           247.0            0.0               NaN                63.0   \n",
       "17           584.0            0.0               NaN               853.0   \n",
       "18           409.0          344.0               NaN               949.0   \n",
       "19           381.0          312.0               NaN               707.0   \n",
       "20           409.0          392.0               NaN               184.0   \n",
       "21           107.0          128.0               NaN                59.0   \n",
       "22          1283.0           41.0               NaN                 0.0   \n",
       "23             0.0            0.0               NaN                 0.0   \n",
       "24             0.0            3.0               NaN                 0.0   \n",
       "25            13.0           16.0               NaN                 2.0   \n",
       "26             0.0           14.0               NaN                 0.0   \n",
       "27            59.0            6.0               NaN                87.0   \n",
       "28            64.0          134.0               NaN                15.0   \n",
       "29           512.0          268.0               NaN               457.0   \n",
       "..             ...            ...               ...                 ...   \n",
       "537          299.0          211.0             319.0               395.0   \n",
       "538          496.0          226.0             258.0               692.0   \n",
       "539          269.0          329.0             346.0               363.0   \n",
       "540           51.0           64.0              98.0               104.0   \n",
       "541            0.0            0.0               1.0                 0.0   \n",
       "542            0.0            0.0               0.0                 0.0   \n",
       "543            1.0           12.0               3.0                 6.0   \n",
       "544           10.0           72.0              29.0                 0.0   \n",
       "545           42.0           21.0              11.0                18.0   \n",
       "546           96.0          202.0             175.0               218.0   \n",
       "547           76.0          220.0             160.0                92.0   \n",
       "548          707.0          310.0             675.0               713.0   \n",
       "549          743.0          213.0             872.0              1555.0   \n",
       "550          416.0          293.0             500.0               568.0   \n",
       "551          372.0          198.0             249.0               331.0   \n",
       "552          178.0           40.0             128.0               193.0   \n",
       "553            6.0            0.0               0.0                 7.0   \n",
       "554            2.0            0.0               2.0                12.0   \n",
       "555            2.0           15.0               0.0                 5.0   \n",
       "556           31.0            0.0              33.0                 6.0   \n",
       "557           24.0            2.0              12.0                77.0   \n",
       "558           34.0           28.0              19.0                39.0   \n",
       "559          473.0          251.0             520.0               253.0   \n",
       "560          328.0           84.0             296.0               201.0   \n",
       "561          378.0          327.0             539.0               568.0   \n",
       "562          567.0          132.0             510.0               398.0   \n",
       "563          277.0          135.0             151.0               323.0   \n",
       "564          173.0          107.0             135.0               249.0   \n",
       "565          173.0            0.0             135.0                89.0   \n",
       "566            0.0            0.0               0.0                 0.0   \n",
       "\n",
       "     Station_Comilla  Station_CoxsBazar  Station_Dhaka  \n",
       "0               20.0                  0           16.0  \n",
       "1                9.0                 40            8.0  \n",
       "2               63.0                  0           23.0  \n",
       "3              134.0                 69           45.0  \n",
       "4              187.0                331          192.0  \n",
       "5              129.0                578          276.0  \n",
       "6              546.0               1424          496.0  \n",
       "7              240.0                598          280.0  \n",
       "8               37.0                308          200.0  \n",
       "9              284.0                458          427.0  \n",
       "10              74.0                 67           32.0  \n",
       "11               0.0                  0            0.0  \n",
       "12               5.0                  4            3.0  \n",
       "13              10.0                  0           28.0  \n",
       "14               0.0                  1            0.0  \n",
       "15               0.0                  5            0.0  \n",
       "16              46.0                155          344.0  \n",
       "17             123.0               1179          339.0  \n",
       "18             291.0               1518          550.0  \n",
       "19             307.0                680          540.0  \n",
       "20             172.0                112          259.0  \n",
       "21             166.0                163          118.0  \n",
       "22              57.0                 91           95.0  \n",
       "23               0.0                  0            0.0  \n",
       "24               0.0                  0            0.0  \n",
       "25               0.0                  4           11.0  \n",
       "26              15.0                  0           12.0  \n",
       "27             117.0                 52          248.0  \n",
       "28             252.0                124          340.0  \n",
       "29             369.0                288          353.0  \n",
       "..               ...                ...            ...  \n",
       "537            227.0                717          212.0  \n",
       "538            418.0                611          391.0  \n",
       "539            296.0                264          156.0  \n",
       "540             64.0                 41           49.0  \n",
       "541              0.0                  0            0.0  \n",
       "542              0.0                  0            0.0  \n",
       "543              1.0                 10            3.0  \n",
       "544             24.0                  0           17.0  \n",
       "545             11.0                 16            4.0  \n",
       "546            206.0                 72          166.0  \n",
       "547            187.0                 96          185.0  \n",
       "548            286.0               1573          375.0  \n",
       "549            820.0               1400          623.0  \n",
       "550            188.0                657          395.0  \n",
       "551            377.0                618          346.0  \n",
       "552             44.0                207           51.0  \n",
       "553              1.0                 40            0.0  \n",
       "554             10.0                 27            1.0  \n",
       "555              1.0                  0            3.0  \n",
       "556             47.0                  0           13.0  \n",
       "557             72.0                 25           55.0  \n",
       "558            118.0                 22           55.0  \n",
       "559            448.0                359          212.0  \n",
       "560            210.0                538          212.0  \n",
       "561            557.0               1113          405.0  \n",
       "562            277.0                472          171.0  \n",
       "563            143.0                309          138.0  \n",
       "564            111.0                418           76.0  \n",
       "565            190.0                 41           25.0  \n",
       "566              0.0                  0            0.0  \n",
       "\n",
       "[567 rows x 12 columns]"
      ]
     },
     "execution_count": 211,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "next_data=pd.merge(next_data, Dhaka_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 212,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "    .dataframe tbody tr th {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
       "      <th>Station_Bhola</th>\n",
       "      <th>Station_Bogra</th>\n",
       "      <th>Station_Chandpur</th>\n",
       "      <th>Station_Chittagong</th>\n",
       "      <th>Station_Comilla</th>\n",
       "      <th>Station_CoxsBazar</th>\n",
       "      <th>Station_Dhaka</th>\n",
       "      <th>Station_Dinajpur</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>367</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>42.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>531</td>\n",
       "      <td>NaN</td>\n",
       "      <td>24</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>40</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>91</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>71.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>69</td>\n",
       "      <td>45.0</td>\n",
       "      <td>76.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>124</td>\n",
       "      <td>69.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>158.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>331</td>\n",
       "      <td>192.0</td>\n",
       "      <td>74.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "      <td>408</td>\n",
       "      <td>402.0</td>\n",
       "      <td>506.0</td>\n",
       "      <td>387.0</td>\n",
       "      <td>313.0</td>\n",
       "      <td>129.0</td>\n",
       "      <td>578</td>\n",
       "      <td>276.0</td>\n",
       "      <td>253.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>530</td>\n",
       "      <td>233.0</td>\n",
       "      <td>629.0</td>\n",
       "      <td>433.0</td>\n",
       "      <td>1041.0</td>\n",
       "      <td>546.0</td>\n",
       "      <td>1424</td>\n",
       "      <td>496.0</td>\n",
       "      <td>586.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
       "      <td>287.0</td>\n",
       "      <td>171.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>405.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>598</td>\n",
       "      <td>280.0</td>\n",
       "      <td>126.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>571</td>\n",
       "      <td>503.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>317.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>308</td>\n",
       "      <td>200.0</td>\n",
       "      <td>217.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "      <td>288.0</td>\n",
       "      <td>164.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>284.0</td>\n",
       "      <td>458</td>\n",
       "      <td>427.0</td>\n",
       "      <td>48.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "      <td>9.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>67</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</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>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4</td>\n",
       "      <td>3.0</td>\n",
       "      <td>8.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "      <td>247.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>155</td>\n",
       "      <td>344.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "      <td>584.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>853.0</td>\n",
       "      <td>123.0</td>\n",
       "      <td>1179</td>\n",
       "      <td>339.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "      <td>409.0</td>\n",
       "      <td>344.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>949.0</td>\n",
       "      <td>291.0</td>\n",
       "      <td>1518</td>\n",
       "      <td>550.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "      <td>381.0</td>\n",
       "      <td>312.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>707.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>680</td>\n",
       "      <td>540.0</td>\n",
       "      <td>295.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "      <td>409.0</td>\n",
       "      <td>392.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>184.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>112</td>\n",
       "      <td>259.0</td>\n",
       "      <td>94.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "      <td>107.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>166.0</td>\n",
       "      <td>163</td>\n",
       "      <td>118.0</td>\n",
       "      <td>302.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "      <td>1283.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>91</td>\n",
       "      <td>95.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>13.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "      <td>59.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>87.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>52</td>\n",
       "      <td>248.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>64.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.0</td>\n",
       "      <td>252.0</td>\n",
       "      <td>124</td>\n",
       "      <td>340.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>7071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>262</td>\n",
       "      <td>512.0</td>\n",
       "      <td>268.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>457.0</td>\n",
       "      <td>369.0</td>\n",
       "      <td>288</td>\n",
       "      <td>353.0</td>\n",
       "      <td>171.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "      <td>299.0</td>\n",
       "      <td>211.0</td>\n",
       "      <td>319.0</td>\n",
       "      <td>395.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>717</td>\n",
       "      <td>212.0</td>\n",
       "      <td>293.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "      <td>496.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>258.0</td>\n",
       "      <td>692.0</td>\n",
       "      <td>418.0</td>\n",
       "      <td>611</td>\n",
       "      <td>391.0</td>\n",
       "      <td>181.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "      <td>269.0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>346.0</td>\n",
       "      <td>363.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>264</td>\n",
       "      <td>156.0</td>\n",
       "      <td>424.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "      <td>51.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>41</td>\n",
       "      <td>49.0</td>\n",
       "      <td>21.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>10</td>\n",
       "      <td>3.0</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "      <td>10.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "      <td>42.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>16</td>\n",
       "      <td>4.0</td>\n",
       "      <td>28.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "      <td>96.0</td>\n",
       "      <td>202.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>206.0</td>\n",
       "      <td>72</td>\n",
       "      <td>166.0</td>\n",
       "      <td>91.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "      <td>76.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>96</td>\n",
       "      <td>185.0</td>\n",
       "      <td>376.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "      <td>707.0</td>\n",
       "      <td>310.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>713.0</td>\n",
       "      <td>286.0</td>\n",
       "      <td>1573</td>\n",
       "      <td>375.0</td>\n",
       "      <td>273.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "      <td>743.0</td>\n",
       "      <td>213.0</td>\n",
       "      <td>872.0</td>\n",
       "      <td>1555.0</td>\n",
       "      <td>820.0</td>\n",
       "      <td>1400</td>\n",
       "      <td>623.0</td>\n",
       "      <td>328.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "      <td>416.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>500.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>188.0</td>\n",
       "      <td>657</td>\n",
       "      <td>395.0</td>\n",
       "      <td>590.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "      <td>372.0</td>\n",
       "      <td>198.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>618</td>\n",
       "      <td>346.0</td>\n",
       "      <td>251.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "      <td>178.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>193.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>207</td>\n",
       "      <td>51.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>40</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>27</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>25</td>\n",
       "      <td>55.0</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "      <td>34.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>22</td>\n",
       "      <td>55.0</td>\n",
       "      <td>26.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "      <td>473.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>448.0</td>\n",
       "      <td>359</td>\n",
       "      <td>212.0</td>\n",
       "      <td>221.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "      <td>328.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>210.0</td>\n",
       "      <td>538</td>\n",
       "      <td>212.0</td>\n",
       "      <td>129.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "      <td>378.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>539.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>557.0</td>\n",
       "      <td>1113</td>\n",
       "      <td>405.0</td>\n",
       "      <td>446.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "      <td>567.0</td>\n",
       "      <td>132.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>398.0</td>\n",
       "      <td>277.0</td>\n",
       "      <td>472</td>\n",
       "      <td>171.0</td>\n",
       "      <td>119.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "      <td>277.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>323.0</td>\n",
       "      <td>143.0</td>\n",
       "      <td>309</td>\n",
       "      <td>138.0</td>\n",
       "      <td>473.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "      <td>173.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>418</td>\n",
       "      <td>76.0</td>\n",
       "      <td>199.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "      <td>173.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>190.0</td>\n",
       "      <td>41</td>\n",
       "      <td>25.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>567 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0    1970      1       367                  NaN                0   \n",
       "1    1970      2       531                  NaN               24   \n",
       "2    1970      3       484                  NaN                5   \n",
       "3    1970      4      2038                  NaN               91   \n",
       "4    1970      5      3598                  NaN              124   \n",
       "5    1970      6      9105                  NaN              408   \n",
       "6    1970      7     13796                  NaN              530   \n",
       "7    1970      8      7796                  NaN              317   \n",
       "8    1970      9      7400                  NaN              571   \n",
       "9    1970     10      6521                  NaN              253   \n",
       "10   1970     11       997                  NaN               90   \n",
       "11   1970     12         0                  NaN                0   \n",
       "12   1971      1       147                  NaN                7   \n",
       "13   1971      2        87                  NaN                1   \n",
       "14   1971      3        71                  NaN                0   \n",
       "15   1971      4       373                  NaN              104   \n",
       "16   1971      5      1941                  NaN              267   \n",
       "17   1971      6      8024                  NaN              503   \n",
       "18   1971      7      9841                  NaN              250   \n",
       "19   1971      8     10674                  NaN              233   \n",
       "20   1971      9      6285                  NaN              394   \n",
       "21   1971     10      3480                  NaN              152   \n",
       "22   1971     11      2518                  NaN              114   \n",
       "23   1971     12         1                  NaN                0   \n",
       "24   1972      1        21                  NaN                0   \n",
       "25   1972      2       427                  NaN               58   \n",
       "26   1972      3       366                  NaN                0   \n",
       "27   1972      4      1949                  NaN              121   \n",
       "28   1972      5      3038                  NaN              130   \n",
       "29   1972      6      7071                  NaN              262   \n",
       "..    ...    ...       ...                  ...              ...   \n",
       "537  2014      7     12256                389.0              277   \n",
       "538  2014      8     14843                599.0              253   \n",
       "539  2014      9     11181                355.0              254   \n",
       "540  2014     10      2581                107.0               66   \n",
       "541  2014     11        50                  1.0                0   \n",
       "542  2014     12         2                  0.0                0   \n",
       "543  2015      1       344                  4.0                3   \n",
       "544  2015      2       552                  0.0               24   \n",
       "545  2015      3       719                 18.0               18   \n",
       "546  2015      4      5900                292.0              135   \n",
       "547  2015      5      5751                110.0               72   \n",
       "548  2015      6     19576                699.0              641   \n",
       "549  2015      7     28468               1466.0              785   \n",
       "550  2015      8     15053                586.0              254   \n",
       "551  2015      9     12641                390.0              352   \n",
       "552  2015     10      4517                349.0              128   \n",
       "553  2015     11       328                  4.0               19   \n",
       "554  2015     12       261                  9.0                3   \n",
       "555  2016      1       230                  2.0                1   \n",
       "556  2016      2      1331                 17.0               31   \n",
       "557  2016      3      1563                 65.0                8   \n",
       "558  2016      4      2734                 36.0               51   \n",
       "559  2016      5     11171                274.0              438   \n",
       "560  2016      6     10486                268.0              318   \n",
       "561  2016      7     18454                583.0              497   \n",
       "562  2016      8     12262                390.0              574   \n",
       "563  2016      9      9020                386.0              286   \n",
       "564  2016     10      5972                157.0               55   \n",
       "565  2016     11      2973                 96.0               92   \n",
       "566  2016     12        22                  0.0                0   \n",
       "\n",
       "     Station_Bhola  Station_Bogra  Station_Chandpur  Station_Chittagong  \\\n",
       "0              0.0            0.0               0.0                 1.0   \n",
       "1             26.0            0.0               0.0                20.0   \n",
       "2              4.0            0.0              13.0                 2.0   \n",
       "3             70.0            0.0              71.0                40.0   \n",
       "4             69.0          113.0              57.0               158.0   \n",
       "5            402.0          506.0             387.0               313.0   \n",
       "6            233.0          629.0             433.0              1041.0   \n",
       "7            287.0          171.0             172.0               405.0   \n",
       "8            503.0          201.0             208.0               317.0   \n",
       "9            288.0          164.0             238.0               380.0   \n",
       "10             9.0           10.0               1.0               151.0   \n",
       "11             0.0            0.0               0.0                 0.0   \n",
       "12             0.0           13.0               NaN                10.0   \n",
       "13             0.0            4.0               NaN                 0.0   \n",
       "14             0.0            8.0               NaN                 0.0   \n",
       "15             0.0            0.0               NaN                 2.0   \n",
       "16           247.0            0.0               NaN                63.0   \n",
       "17           584.0            0.0               NaN               853.0   \n",
       "18           409.0          344.0               NaN               949.0   \n",
       "19           381.0          312.0               NaN               707.0   \n",
       "20           409.0          392.0               NaN               184.0   \n",
       "21           107.0          128.0               NaN                59.0   \n",
       "22          1283.0           41.0               NaN                 0.0   \n",
       "23             0.0            0.0               NaN                 0.0   \n",
       "24             0.0            3.0               NaN                 0.0   \n",
       "25            13.0           16.0               NaN                 2.0   \n",
       "26             0.0           14.0               NaN                 0.0   \n",
       "27            59.0            6.0               NaN                87.0   \n",
       "28            64.0          134.0               NaN                15.0   \n",
       "29           512.0          268.0               NaN               457.0   \n",
       "..             ...            ...               ...                 ...   \n",
       "537          299.0          211.0             319.0               395.0   \n",
       "538          496.0          226.0             258.0               692.0   \n",
       "539          269.0          329.0             346.0               363.0   \n",
       "540           51.0           64.0              98.0               104.0   \n",
       "541            0.0            0.0               1.0                 0.0   \n",
       "542            0.0            0.0               0.0                 0.0   \n",
       "543            1.0           12.0               3.0                 6.0   \n",
       "544           10.0           72.0              29.0                 0.0   \n",
       "545           42.0           21.0              11.0                18.0   \n",
       "546           96.0          202.0             175.0               218.0   \n",
       "547           76.0          220.0             160.0                92.0   \n",
       "548          707.0          310.0             675.0               713.0   \n",
       "549          743.0          213.0             872.0              1555.0   \n",
       "550          416.0          293.0             500.0               568.0   \n",
       "551          372.0          198.0             249.0               331.0   \n",
       "552          178.0           40.0             128.0               193.0   \n",
       "553            6.0            0.0               0.0                 7.0   \n",
       "554            2.0            0.0               2.0                12.0   \n",
       "555            2.0           15.0               0.0                 5.0   \n",
       "556           31.0            0.0              33.0                 6.0   \n",
       "557           24.0            2.0              12.0                77.0   \n",
       "558           34.0           28.0              19.0                39.0   \n",
       "559          473.0          251.0             520.0               253.0   \n",
       "560          328.0           84.0             296.0               201.0   \n",
       "561          378.0          327.0             539.0               568.0   \n",
       "562          567.0          132.0             510.0               398.0   \n",
       "563          277.0          135.0             151.0               323.0   \n",
       "564          173.0          107.0             135.0               249.0   \n",
       "565          173.0            0.0             135.0                89.0   \n",
       "566            0.0            0.0               0.0                 0.0   \n",
       "\n",
       "     Station_Comilla  Station_CoxsBazar  Station_Dhaka  Station_Dinajpur  \n",
       "0               20.0                  0           16.0              42.0  \n",
       "1                9.0                 40            8.0               0.0  \n",
       "2               63.0                  0           23.0               1.0  \n",
       "3              134.0                 69           45.0              76.0  \n",
       "4              187.0                331          192.0              74.0  \n",
       "5              129.0                578          276.0             253.0  \n",
       "6              546.0               1424          496.0             586.0  \n",
       "7              240.0                598          280.0             126.0  \n",
       "8               37.0                308          200.0             217.0  \n",
       "9              284.0                458          427.0              48.0  \n",
       "10              74.0                 67           32.0               0.0  \n",
       "11               0.0                  0            0.0               0.0  \n",
       "12               5.0                  4            3.0               8.0  \n",
       "13              10.0                  0           28.0              11.0  \n",
       "14               0.0                  1            0.0               0.0  \n",
       "15               0.0                  5            0.0               0.0  \n",
       "16              46.0                155          344.0               0.0  \n",
       "17             123.0               1179          339.0               0.0  \n",
       "18             291.0               1518          550.0               0.0  \n",
       "19             307.0                680          540.0             295.0  \n",
       "20             172.0                112          259.0              94.0  \n",
       "21             166.0                163          118.0             302.0  \n",
       "22              57.0                 91           95.0               0.0  \n",
       "23               0.0                  0            0.0               0.0  \n",
       "24               0.0                  0            0.0               0.0  \n",
       "25               0.0                  4           11.0               0.0  \n",
       "26              15.0                  0           12.0               4.0  \n",
       "27             117.0                 52          248.0               0.0  \n",
       "28             252.0                124          340.0               0.0  \n",
       "29             369.0                288          353.0             171.0  \n",
       "..               ...                ...            ...               ...  \n",
       "537            227.0                717          212.0             293.0  \n",
       "538            418.0                611          391.0             181.0  \n",
       "539            296.0                264          156.0             424.0  \n",
       "540             64.0                 41           49.0              21.0  \n",
       "541              0.0                  0            0.0               0.0  \n",
       "542              0.0                  0            0.0               0.0  \n",
       "543              1.0                 10            3.0              25.0  \n",
       "544             24.0                  0           17.0               3.0  \n",
       "545             11.0                 16            4.0              28.0  \n",
       "546            206.0                 72          166.0              91.0  \n",
       "547            187.0                 96          185.0             376.0  \n",
       "548            286.0               1573          375.0             273.0  \n",
       "549            820.0               1400          623.0             328.0  \n",
       "550            188.0                657          395.0             590.0  \n",
       "551            377.0                618          346.0             251.0  \n",
       "552             44.0                207           51.0               0.0  \n",
       "553              1.0                 40            0.0               0.0  \n",
       "554             10.0                 27            1.0               0.0  \n",
       "555              1.0                  0            3.0              11.0  \n",
       "556             47.0                  0           13.0               0.0  \n",
       "557             72.0                 25           55.0              25.0  \n",
       "558            118.0                 22           55.0              26.0  \n",
       "559            448.0                359          212.0             221.0  \n",
       "560            210.0                538          212.0             129.0  \n",
       "561            557.0               1113          405.0             446.0  \n",
       "562            277.0                472          171.0             119.0  \n",
       "563            143.0                309          138.0             473.0  \n",
       "564            111.0                418           76.0             199.0  \n",
       "565            190.0                 41           25.0               0.0  \n",
       "566              0.0                  0            0.0              11.0  \n",
       "\n",
       "[567 rows x 13 columns]"
      ]
     },
     "execution_count": 212,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Dinajpur_data=data_n[['Year', 'Month','Rainfall', 'Station_Dinajpur']]\n",
    "Dinajpur_data=Dinajpur_data.loc[Dinajpur_data[\"Station_Dinajpur\"]==1]\n",
    "Dinajpur_data=Dinajpur_data.drop(['Station_Dinajpur'] , axis=1)\n",
    "Dinajpur_data=Dinajpur_data.rename(columns = {'Rainfall':'Station_Dinajpur'})\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "next_data=pd.merge(next_data, Dinajpur_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 213,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
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       "      <th>Station_Dinajpur</th>\n",
       "      <th>Station_Faridpur</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
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       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
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       "      <td>15</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>25</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>91</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>71.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>69</td>\n",
       "      <td>45.0</td>\n",
       "      <td>76.0</td>\n",
       "      <td>68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>124</td>\n",
       "      <td>69.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>158.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>331</td>\n",
       "      <td>192.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "      <td>408</td>\n",
       "      <td>402.0</td>\n",
       "      <td>506.0</td>\n",
       "      <td>387.0</td>\n",
       "      <td>313.0</td>\n",
       "      <td>129.0</td>\n",
       "      <td>578</td>\n",
       "      <td>276.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>308</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>530</td>\n",
       "      <td>233.0</td>\n",
       "      <td>629.0</td>\n",
       "      <td>433.0</td>\n",
       "      <td>1041.0</td>\n",
       "      <td>546.0</td>\n",
       "      <td>1424</td>\n",
       "      <td>496.0</td>\n",
       "      <td>586.0</td>\n",
       "      <td>382</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
       "      <td>287.0</td>\n",
       "      <td>171.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>405.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>598</td>\n",
       "      <td>280.0</td>\n",
       "      <td>126.0</td>\n",
       "      <td>291</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>571</td>\n",
       "      <td>503.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>317.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>308</td>\n",
       "      <td>200.0</td>\n",
       "      <td>217.0</td>\n",
       "      <td>433</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "      <td>288.0</td>\n",
       "      <td>164.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>284.0</td>\n",
       "      <td>458</td>\n",
       "      <td>427.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>413</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "      <td>9.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>67</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</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>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4</td>\n",
       "      <td>3.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "      <td>247.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>155</td>\n",
       "      <td>344.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "      <td>584.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>853.0</td>\n",
       "      <td>123.0</td>\n",
       "      <td>1179</td>\n",
       "      <td>339.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "      <td>409.0</td>\n",
       "      <td>344.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>949.0</td>\n",
       "      <td>291.0</td>\n",
       "      <td>1518</td>\n",
       "      <td>550.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>278</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "      <td>381.0</td>\n",
       "      <td>312.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>707.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>680</td>\n",
       "      <td>540.0</td>\n",
       "      <td>295.0</td>\n",
       "      <td>538</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "      <td>409.0</td>\n",
       "      <td>392.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>184.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>112</td>\n",
       "      <td>259.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>292</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "      <td>107.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>166.0</td>\n",
       "      <td>163</td>\n",
       "      <td>118.0</td>\n",
       "      <td>302.0</td>\n",
       "      <td>135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "      <td>1283.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>91</td>\n",
       "      <td>95.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>13.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "      <td>59.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>87.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>52</td>\n",
       "      <td>248.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>64.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.0</td>\n",
       "      <td>252.0</td>\n",
       "      <td>124</td>\n",
       "      <td>340.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>257</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>7071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>262</td>\n",
       "      <td>512.0</td>\n",
       "      <td>268.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>457.0</td>\n",
       "      <td>369.0</td>\n",
       "      <td>288</td>\n",
       "      <td>353.0</td>\n",
       "      <td>171.0</td>\n",
       "      <td>246</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "      <td>299.0</td>\n",
       "      <td>211.0</td>\n",
       "      <td>319.0</td>\n",
       "      <td>395.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>717</td>\n",
       "      <td>212.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>246</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "      <td>496.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>258.0</td>\n",
       "      <td>692.0</td>\n",
       "      <td>418.0</td>\n",
       "      <td>611</td>\n",
       "      <td>391.0</td>\n",
       "      <td>181.0</td>\n",
       "      <td>381</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "      <td>269.0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>346.0</td>\n",
       "      <td>363.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>264</td>\n",
       "      <td>156.0</td>\n",
       "      <td>424.0</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "      <td>51.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>41</td>\n",
       "      <td>49.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>10</td>\n",
       "      <td>3.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "      <td>10.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "      <td>42.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>16</td>\n",
       "      <td>4.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "      <td>96.0</td>\n",
       "      <td>202.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>206.0</td>\n",
       "      <td>72</td>\n",
       "      <td>166.0</td>\n",
       "      <td>91.0</td>\n",
       "      <td>159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "      <td>76.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>96</td>\n",
       "      <td>185.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "      <td>707.0</td>\n",
       "      <td>310.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>713.0</td>\n",
       "      <td>286.0</td>\n",
       "      <td>1573</td>\n",
       "      <td>375.0</td>\n",
       "      <td>273.0</td>\n",
       "      <td>347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "      <td>743.0</td>\n",
       "      <td>213.0</td>\n",
       "      <td>872.0</td>\n",
       "      <td>1555.0</td>\n",
       "      <td>820.0</td>\n",
       "      <td>1400</td>\n",
       "      <td>623.0</td>\n",
       "      <td>328.0</td>\n",
       "      <td>540</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "      <td>416.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>500.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>188.0</td>\n",
       "      <td>657</td>\n",
       "      <td>395.0</td>\n",
       "      <td>590.0</td>\n",
       "      <td>304</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "      <td>372.0</td>\n",
       "      <td>198.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>618</td>\n",
       "      <td>346.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>215</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "      <td>178.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>193.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>207</td>\n",
       "      <td>51.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>40</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>27</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>25</td>\n",
       "      <td>55.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "      <td>34.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>22</td>\n",
       "      <td>55.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "      <td>473.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>448.0</td>\n",
       "      <td>359</td>\n",
       "      <td>212.0</td>\n",
       "      <td>221.0</td>\n",
       "      <td>222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "      <td>328.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>210.0</td>\n",
       "      <td>538</td>\n",
       "      <td>212.0</td>\n",
       "      <td>129.0</td>\n",
       "      <td>281</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "      <td>378.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>539.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>557.0</td>\n",
       "      <td>1113</td>\n",
       "      <td>405.0</td>\n",
       "      <td>446.0</td>\n",
       "      <td>500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "      <td>567.0</td>\n",
       "      <td>132.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>398.0</td>\n",
       "      <td>277.0</td>\n",
       "      <td>472</td>\n",
       "      <td>171.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>305</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "      <td>277.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>323.0</td>\n",
       "      <td>143.0</td>\n",
       "      <td>309</td>\n",
       "      <td>138.0</td>\n",
       "      <td>473.0</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "      <td>173.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>418</td>\n",
       "      <td>76.0</td>\n",
       "      <td>199.0</td>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "      <td>173.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>190.0</td>\n",
       "      <td>41</td>\n",
       "      <td>25.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>567 rows × 14 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0    1970      1       367                  NaN                0   \n",
       "1    1970      2       531                  NaN               24   \n",
       "2    1970      3       484                  NaN                5   \n",
       "3    1970      4      2038                  NaN               91   \n",
       "4    1970      5      3598                  NaN              124   \n",
       "5    1970      6      9105                  NaN              408   \n",
       "6    1970      7     13796                  NaN              530   \n",
       "7    1970      8      7796                  NaN              317   \n",
       "8    1970      9      7400                  NaN              571   \n",
       "9    1970     10      6521                  NaN              253   \n",
       "10   1970     11       997                  NaN               90   \n",
       "11   1970     12         0                  NaN                0   \n",
       "12   1971      1       147                  NaN                7   \n",
       "13   1971      2        87                  NaN                1   \n",
       "14   1971      3        71                  NaN                0   \n",
       "15   1971      4       373                  NaN              104   \n",
       "16   1971      5      1941                  NaN              267   \n",
       "17   1971      6      8024                  NaN              503   \n",
       "18   1971      7      9841                  NaN              250   \n",
       "19   1971      8     10674                  NaN              233   \n",
       "20   1971      9      6285                  NaN              394   \n",
       "21   1971     10      3480                  NaN              152   \n",
       "22   1971     11      2518                  NaN              114   \n",
       "23   1971     12         1                  NaN                0   \n",
       "24   1972      1        21                  NaN                0   \n",
       "25   1972      2       427                  NaN               58   \n",
       "26   1972      3       366                  NaN                0   \n",
       "27   1972      4      1949                  NaN              121   \n",
       "28   1972      5      3038                  NaN              130   \n",
       "29   1972      6      7071                  NaN              262   \n",
       "..    ...    ...       ...                  ...              ...   \n",
       "537  2014      7     12256                389.0              277   \n",
       "538  2014      8     14843                599.0              253   \n",
       "539  2014      9     11181                355.0              254   \n",
       "540  2014     10      2581                107.0               66   \n",
       "541  2014     11        50                  1.0                0   \n",
       "542  2014     12         2                  0.0                0   \n",
       "543  2015      1       344                  4.0                3   \n",
       "544  2015      2       552                  0.0               24   \n",
       "545  2015      3       719                 18.0               18   \n",
       "546  2015      4      5900                292.0              135   \n",
       "547  2015      5      5751                110.0               72   \n",
       "548  2015      6     19576                699.0              641   \n",
       "549  2015      7     28468               1466.0              785   \n",
       "550  2015      8     15053                586.0              254   \n",
       "551  2015      9     12641                390.0              352   \n",
       "552  2015     10      4517                349.0              128   \n",
       "553  2015     11       328                  4.0               19   \n",
       "554  2015     12       261                  9.0                3   \n",
       "555  2016      1       230                  2.0                1   \n",
       "556  2016      2      1331                 17.0               31   \n",
       "557  2016      3      1563                 65.0                8   \n",
       "558  2016      4      2734                 36.0               51   \n",
       "559  2016      5     11171                274.0              438   \n",
       "560  2016      6     10486                268.0              318   \n",
       "561  2016      7     18454                583.0              497   \n",
       "562  2016      8     12262                390.0              574   \n",
       "563  2016      9      9020                386.0              286   \n",
       "564  2016     10      5972                157.0               55   \n",
       "565  2016     11      2973                 96.0               92   \n",
       "566  2016     12        22                  0.0                0   \n",
       "\n",
       "     Station_Bhola  Station_Bogra  Station_Chandpur  Station_Chittagong  \\\n",
       "0              0.0            0.0               0.0                 1.0   \n",
       "1             26.0            0.0               0.0                20.0   \n",
       "2              4.0            0.0              13.0                 2.0   \n",
       "3             70.0            0.0              71.0                40.0   \n",
       "4             69.0          113.0              57.0               158.0   \n",
       "5            402.0          506.0             387.0               313.0   \n",
       "6            233.0          629.0             433.0              1041.0   \n",
       "7            287.0          171.0             172.0               405.0   \n",
       "8            503.0          201.0             208.0               317.0   \n",
       "9            288.0          164.0             238.0               380.0   \n",
       "10             9.0           10.0               1.0               151.0   \n",
       "11             0.0            0.0               0.0                 0.0   \n",
       "12             0.0           13.0               NaN                10.0   \n",
       "13             0.0            4.0               NaN                 0.0   \n",
       "14             0.0            8.0               NaN                 0.0   \n",
       "15             0.0            0.0               NaN                 2.0   \n",
       "16           247.0            0.0               NaN                63.0   \n",
       "17           584.0            0.0               NaN               853.0   \n",
       "18           409.0          344.0               NaN               949.0   \n",
       "19           381.0          312.0               NaN               707.0   \n",
       "20           409.0          392.0               NaN               184.0   \n",
       "21           107.0          128.0               NaN                59.0   \n",
       "22          1283.0           41.0               NaN                 0.0   \n",
       "23             0.0            0.0               NaN                 0.0   \n",
       "24             0.0            3.0               NaN                 0.0   \n",
       "25            13.0           16.0               NaN                 2.0   \n",
       "26             0.0           14.0               NaN                 0.0   \n",
       "27            59.0            6.0               NaN                87.0   \n",
       "28            64.0          134.0               NaN                15.0   \n",
       "29           512.0          268.0               NaN               457.0   \n",
       "..             ...            ...               ...                 ...   \n",
       "537          299.0          211.0             319.0               395.0   \n",
       "538          496.0          226.0             258.0               692.0   \n",
       "539          269.0          329.0             346.0               363.0   \n",
       "540           51.0           64.0              98.0               104.0   \n",
       "541            0.0            0.0               1.0                 0.0   \n",
       "542            0.0            0.0               0.0                 0.0   \n",
       "543            1.0           12.0               3.0                 6.0   \n",
       "544           10.0           72.0              29.0                 0.0   \n",
       "545           42.0           21.0              11.0                18.0   \n",
       "546           96.0          202.0             175.0               218.0   \n",
       "547           76.0          220.0             160.0                92.0   \n",
       "548          707.0          310.0             675.0               713.0   \n",
       "549          743.0          213.0             872.0              1555.0   \n",
       "550          416.0          293.0             500.0               568.0   \n",
       "551          372.0          198.0             249.0               331.0   \n",
       "552          178.0           40.0             128.0               193.0   \n",
       "553            6.0            0.0               0.0                 7.0   \n",
       "554            2.0            0.0               2.0                12.0   \n",
       "555            2.0           15.0               0.0                 5.0   \n",
       "556           31.0            0.0              33.0                 6.0   \n",
       "557           24.0            2.0              12.0                77.0   \n",
       "558           34.0           28.0              19.0                39.0   \n",
       "559          473.0          251.0             520.0               253.0   \n",
       "560          328.0           84.0             296.0               201.0   \n",
       "561          378.0          327.0             539.0               568.0   \n",
       "562          567.0          132.0             510.0               398.0   \n",
       "563          277.0          135.0             151.0               323.0   \n",
       "564          173.0          107.0             135.0               249.0   \n",
       "565          173.0            0.0             135.0                89.0   \n",
       "566            0.0            0.0               0.0                 0.0   \n",
       "\n",
       "     Station_Comilla  Station_CoxsBazar  Station_Dhaka  Station_Dinajpur  \\\n",
       "0               20.0                  0           16.0              42.0   \n",
       "1                9.0                 40            8.0               0.0   \n",
       "2               63.0                  0           23.0               1.0   \n",
       "3              134.0                 69           45.0              76.0   \n",
       "4              187.0                331          192.0              74.0   \n",
       "5              129.0                578          276.0             253.0   \n",
       "6              546.0               1424          496.0             586.0   \n",
       "7              240.0                598          280.0             126.0   \n",
       "8               37.0                308          200.0             217.0   \n",
       "9              284.0                458          427.0              48.0   \n",
       "10              74.0                 67           32.0               0.0   \n",
       "11               0.0                  0            0.0               0.0   \n",
       "12               5.0                  4            3.0               8.0   \n",
       "13              10.0                  0           28.0              11.0   \n",
       "14               0.0                  1            0.0               0.0   \n",
       "15               0.0                  5            0.0               0.0   \n",
       "16              46.0                155          344.0               0.0   \n",
       "17             123.0               1179          339.0               0.0   \n",
       "18             291.0               1518          550.0               0.0   \n",
       "19             307.0                680          540.0             295.0   \n",
       "20             172.0                112          259.0              94.0   \n",
       "21             166.0                163          118.0             302.0   \n",
       "22              57.0                 91           95.0               0.0   \n",
       "23               0.0                  0            0.0               0.0   \n",
       "24               0.0                  0            0.0               0.0   \n",
       "25               0.0                  4           11.0               0.0   \n",
       "26              15.0                  0           12.0               4.0   \n",
       "27             117.0                 52          248.0               0.0   \n",
       "28             252.0                124          340.0               0.0   \n",
       "29             369.0                288          353.0             171.0   \n",
       "..               ...                ...            ...               ...   \n",
       "537            227.0                717          212.0             293.0   \n",
       "538            418.0                611          391.0             181.0   \n",
       "539            296.0                264          156.0             424.0   \n",
       "540             64.0                 41           49.0              21.0   \n",
       "541              0.0                  0            0.0               0.0   \n",
       "542              0.0                  0            0.0               0.0   \n",
       "543              1.0                 10            3.0              25.0   \n",
       "544             24.0                  0           17.0               3.0   \n",
       "545             11.0                 16            4.0              28.0   \n",
       "546            206.0                 72          166.0              91.0   \n",
       "547            187.0                 96          185.0             376.0   \n",
       "548            286.0               1573          375.0             273.0   \n",
       "549            820.0               1400          623.0             328.0   \n",
       "550            188.0                657          395.0             590.0   \n",
       "551            377.0                618          346.0             251.0   \n",
       "552             44.0                207           51.0               0.0   \n",
       "553              1.0                 40            0.0               0.0   \n",
       "554             10.0                 27            1.0               0.0   \n",
       "555              1.0                  0            3.0              11.0   \n",
       "556             47.0                  0           13.0               0.0   \n",
       "557             72.0                 25           55.0              25.0   \n",
       "558            118.0                 22           55.0              26.0   \n",
       "559            448.0                359          212.0             221.0   \n",
       "560            210.0                538          212.0             129.0   \n",
       "561            557.0               1113          405.0             446.0   \n",
       "562            277.0                472          171.0             119.0   \n",
       "563            143.0                309          138.0             473.0   \n",
       "564            111.0                418           76.0             199.0   \n",
       "565            190.0                 41           25.0               0.0   \n",
       "566              0.0                  0            0.0              11.0   \n",
       "\n",
       "     Station_Faridpur  \n",
       "0                  12  \n",
       "1                  15  \n",
       "2                  25  \n",
       "3                  68  \n",
       "4                 173  \n",
       "5                 308  \n",
       "6                 382  \n",
       "7                 291  \n",
       "8                 433  \n",
       "9                 413  \n",
       "10                 32  \n",
       "11                  0  \n",
       "12                 12  \n",
       "13                  9  \n",
       "14                  0  \n",
       "15                  0  \n",
       "16                  0  \n",
       "17                  0  \n",
       "18                278  \n",
       "19                538  \n",
       "20                292  \n",
       "21                135  \n",
       "22                 66  \n",
       "23                  0  \n",
       "24                  0  \n",
       "25                 70  \n",
       "26                  2  \n",
       "27                177  \n",
       "28                257  \n",
       "29                246  \n",
       "..                ...  \n",
       "537               246  \n",
       "538               381  \n",
       "539               165  \n",
       "540                82  \n",
       "541                 0  \n",
       "542                 0  \n",
       "543                 6  \n",
       "544                21  \n",
       "545                 2  \n",
       "546               159  \n",
       "547               147  \n",
       "548               347  \n",
       "549               540  \n",
       "550               304  \n",
       "551               215  \n",
       "552                80  \n",
       "553                 0  \n",
       "554                 6  \n",
       "555                 2  \n",
       "556                16  \n",
       "557                24  \n",
       "558                57  \n",
       "559               222  \n",
       "560               281  \n",
       "561               500  \n",
       "562               305  \n",
       "563               125  \n",
       "564                89  \n",
       "565                28  \n",
       "566                 0  \n",
       "\n",
       "[567 rows x 14 columns]"
      ]
     },
     "execution_count": 213,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Faridpur_data=data_n[['Year', 'Month','Rainfall', 'Station_Faridpur']]\n",
    "Faridpur_data=Faridpur_data.loc[Faridpur_data[\"Station_Faridpur\"]==1]\n",
    "Faridpur_data=Faridpur_data.drop(['Station_Faridpur'] , axis=1)\n",
    "Faridpur_data=Faridpur_data.rename(columns = {'Rainfall':'Station_Faridpur'})\n",
    "\n",
    "\n",
    "next_data=pd.merge(next_data, Faridpur_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 214,
   "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>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
       "      <th>Station_Bhola</th>\n",
       "      <th>Station_Bogra</th>\n",
       "      <th>Station_Chandpur</th>\n",
       "      <th>Station_Chittagong</th>\n",
       "      <th>Station_Comilla</th>\n",
       "      <th>Station_CoxsBazar</th>\n",
       "      <th>Station_Dhaka</th>\n",
       "      <th>Station_Dinajpur</th>\n",
       "      <th>Station_Faridpur</th>\n",
       "      <th>Station_Feni</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>367</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>42.0</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>531</td>\n",
       "      <td>NaN</td>\n",
       "      <td>24</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>40</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>0</td>\n",
       "      <td>23.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>25</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>91</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>71.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>69</td>\n",
       "      <td>45.0</td>\n",
       "      <td>76.0</td>\n",
       "      <td>68</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>124</td>\n",
       "      <td>69.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>158.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>331</td>\n",
       "      <td>192.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>173</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "      <td>408</td>\n",
       "      <td>402.0</td>\n",
       "      <td>506.0</td>\n",
       "      <td>387.0</td>\n",
       "      <td>313.0</td>\n",
       "      <td>129.0</td>\n",
       "      <td>578</td>\n",
       "      <td>276.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>308</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>530</td>\n",
       "      <td>233.0</td>\n",
       "      <td>629.0</td>\n",
       "      <td>433.0</td>\n",
       "      <td>1041.0</td>\n",
       "      <td>546.0</td>\n",
       "      <td>1424</td>\n",
       "      <td>496.0</td>\n",
       "      <td>586.0</td>\n",
       "      <td>382</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
       "      <td>287.0</td>\n",
       "      <td>171.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>405.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>598</td>\n",
       "      <td>280.0</td>\n",
       "      <td>126.0</td>\n",
       "      <td>291</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>571</td>\n",
       "      <td>503.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>317.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>308</td>\n",
       "      <td>200.0</td>\n",
       "      <td>217.0</td>\n",
       "      <td>433</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "      <td>288.0</td>\n",
       "      <td>164.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>284.0</td>\n",
       "      <td>458</td>\n",
       "      <td>427.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>413</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "      <td>9.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>67</td>\n",
       "      <td>32.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>32</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</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>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4</td>\n",
       "      <td>3.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "      <td>247.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>155</td>\n",
       "      <td>344.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "      <td>584.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>853.0</td>\n",
       "      <td>123.0</td>\n",
       "      <td>1179</td>\n",
       "      <td>339.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "      <td>409.0</td>\n",
       "      <td>344.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>949.0</td>\n",
       "      <td>291.0</td>\n",
       "      <td>1518</td>\n",
       "      <td>550.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>278</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "      <td>381.0</td>\n",
       "      <td>312.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>707.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>680</td>\n",
       "      <td>540.0</td>\n",
       "      <td>295.0</td>\n",
       "      <td>538</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "      <td>409.0</td>\n",
       "      <td>392.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>184.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>112</td>\n",
       "      <td>259.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>292</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "      <td>107.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>166.0</td>\n",
       "      <td>163</td>\n",
       "      <td>118.0</td>\n",
       "      <td>302.0</td>\n",
       "      <td>135</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "      <td>1283.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>91</td>\n",
       "      <td>95.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>66</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>13.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>70</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "      <td>59.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>87.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>52</td>\n",
       "      <td>248.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>177</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>64.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.0</td>\n",
       "      <td>252.0</td>\n",
       "      <td>124</td>\n",
       "      <td>340.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>257</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>6</td>\n",
       "      <td>7071</td>\n",
       "      <td>NaN</td>\n",
       "      <td>262</td>\n",
       "      <td>512.0</td>\n",
       "      <td>268.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>457.0</td>\n",
       "      <td>369.0</td>\n",
       "      <td>288</td>\n",
       "      <td>353.0</td>\n",
       "      <td>171.0</td>\n",
       "      <td>246</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>537</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "      <td>299.0</td>\n",
       "      <td>211.0</td>\n",
       "      <td>319.0</td>\n",
       "      <td>395.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>717</td>\n",
       "      <td>212.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>246</td>\n",
       "      <td>370.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>538</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "      <td>496.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>258.0</td>\n",
       "      <td>692.0</td>\n",
       "      <td>418.0</td>\n",
       "      <td>611</td>\n",
       "      <td>391.0</td>\n",
       "      <td>181.0</td>\n",
       "      <td>381</td>\n",
       "      <td>603.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "      <td>269.0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>346.0</td>\n",
       "      <td>363.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>264</td>\n",
       "      <td>156.0</td>\n",
       "      <td>424.0</td>\n",
       "      <td>165</td>\n",
       "      <td>456.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "      <td>51.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>41</td>\n",
       "      <td>49.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>82</td>\n",
       "      <td>97.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>10</td>\n",
       "      <td>3.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>6</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "      <td>10.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>21</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "      <td>42.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>16</td>\n",
       "      <td>4.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>2</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "      <td>96.0</td>\n",
       "      <td>202.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>206.0</td>\n",
       "      <td>72</td>\n",
       "      <td>166.0</td>\n",
       "      <td>91.0</td>\n",
       "      <td>159</td>\n",
       "      <td>118.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "      <td>76.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>96</td>\n",
       "      <td>185.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>147</td>\n",
       "      <td>254.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "      <td>707.0</td>\n",
       "      <td>310.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>713.0</td>\n",
       "      <td>286.0</td>\n",
       "      <td>1573</td>\n",
       "      <td>375.0</td>\n",
       "      <td>273.0</td>\n",
       "      <td>347</td>\n",
       "      <td>374.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "      <td>743.0</td>\n",
       "      <td>213.0</td>\n",
       "      <td>872.0</td>\n",
       "      <td>1555.0</td>\n",
       "      <td>820.0</td>\n",
       "      <td>1400</td>\n",
       "      <td>623.0</td>\n",
       "      <td>328.0</td>\n",
       "      <td>540</td>\n",
       "      <td>1128.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "      <td>416.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>500.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>188.0</td>\n",
       "      <td>657</td>\n",
       "      <td>395.0</td>\n",
       "      <td>590.0</td>\n",
       "      <td>304</td>\n",
       "      <td>487.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "      <td>372.0</td>\n",
       "      <td>198.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>618</td>\n",
       "      <td>346.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>215</td>\n",
       "      <td>478.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "      <td>178.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>193.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>207</td>\n",
       "      <td>51.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>80</td>\n",
       "      <td>243.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>40</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>27</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>16</td>\n",
       "      <td>51.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>25</td>\n",
       "      <td>55.0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>24</td>\n",
       "      <td>116.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "      <td>34.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>22</td>\n",
       "      <td>55.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>57</td>\n",
       "      <td>25.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "      <td>473.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>448.0</td>\n",
       "      <td>359</td>\n",
       "      <td>212.0</td>\n",
       "      <td>221.0</td>\n",
       "      <td>222</td>\n",
       "      <td>450.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "      <td>328.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>210.0</td>\n",
       "      <td>538</td>\n",
       "      <td>212.0</td>\n",
       "      <td>129.0</td>\n",
       "      <td>281</td>\n",
       "      <td>428.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "      <td>378.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>539.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>557.0</td>\n",
       "      <td>1113</td>\n",
       "      <td>405.0</td>\n",
       "      <td>446.0</td>\n",
       "      <td>500</td>\n",
       "      <td>634.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "      <td>567.0</td>\n",
       "      <td>132.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>398.0</td>\n",
       "      <td>277.0</td>\n",
       "      <td>472</td>\n",
       "      <td>171.0</td>\n",
       "      <td>119.0</td>\n",
       "      <td>305</td>\n",
       "      <td>439.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "      <td>277.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>323.0</td>\n",
       "      <td>143.0</td>\n",
       "      <td>309</td>\n",
       "      <td>138.0</td>\n",
       "      <td>473.0</td>\n",
       "      <td>125</td>\n",
       "      <td>439.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "      <td>173.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>418</td>\n",
       "      <td>76.0</td>\n",
       "      <td>199.0</td>\n",
       "      <td>89</td>\n",
       "      <td>323.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "      <td>173.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>190.0</td>\n",
       "      <td>41</td>\n",
       "      <td>25.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>28</td>\n",
       "      <td>186.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>567 rows × 15 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0    1970      1       367                  NaN                0   \n",
       "1    1970      2       531                  NaN               24   \n",
       "2    1970      3       484                  NaN                5   \n",
       "3    1970      4      2038                  NaN               91   \n",
       "4    1970      5      3598                  NaN              124   \n",
       "5    1970      6      9105                  NaN              408   \n",
       "6    1970      7     13796                  NaN              530   \n",
       "7    1970      8      7796                  NaN              317   \n",
       "8    1970      9      7400                  NaN              571   \n",
       "9    1970     10      6521                  NaN              253   \n",
       "10   1970     11       997                  NaN               90   \n",
       "11   1970     12         0                  NaN                0   \n",
       "12   1971      1       147                  NaN                7   \n",
       "13   1971      2        87                  NaN                1   \n",
       "14   1971      3        71                  NaN                0   \n",
       "15   1971      4       373                  NaN              104   \n",
       "16   1971      5      1941                  NaN              267   \n",
       "17   1971      6      8024                  NaN              503   \n",
       "18   1971      7      9841                  NaN              250   \n",
       "19   1971      8     10674                  NaN              233   \n",
       "20   1971      9      6285                  NaN              394   \n",
       "21   1971     10      3480                  NaN              152   \n",
       "22   1971     11      2518                  NaN              114   \n",
       "23   1971     12         1                  NaN                0   \n",
       "24   1972      1        21                  NaN                0   \n",
       "25   1972      2       427                  NaN               58   \n",
       "26   1972      3       366                  NaN                0   \n",
       "27   1972      4      1949                  NaN              121   \n",
       "28   1972      5      3038                  NaN              130   \n",
       "29   1972      6      7071                  NaN              262   \n",
       "..    ...    ...       ...                  ...              ...   \n",
       "537  2014      7     12256                389.0              277   \n",
       "538  2014      8     14843                599.0              253   \n",
       "539  2014      9     11181                355.0              254   \n",
       "540  2014     10      2581                107.0               66   \n",
       "541  2014     11        50                  1.0                0   \n",
       "542  2014     12         2                  0.0                0   \n",
       "543  2015      1       344                  4.0                3   \n",
       "544  2015      2       552                  0.0               24   \n",
       "545  2015      3       719                 18.0               18   \n",
       "546  2015      4      5900                292.0              135   \n",
       "547  2015      5      5751                110.0               72   \n",
       "548  2015      6     19576                699.0              641   \n",
       "549  2015      7     28468               1466.0              785   \n",
       "550  2015      8     15053                586.0              254   \n",
       "551  2015      9     12641                390.0              352   \n",
       "552  2015     10      4517                349.0              128   \n",
       "553  2015     11       328                  4.0               19   \n",
       "554  2015     12       261                  9.0                3   \n",
       "555  2016      1       230                  2.0                1   \n",
       "556  2016      2      1331                 17.0               31   \n",
       "557  2016      3      1563                 65.0                8   \n",
       "558  2016      4      2734                 36.0               51   \n",
       "559  2016      5     11171                274.0              438   \n",
       "560  2016      6     10486                268.0              318   \n",
       "561  2016      7     18454                583.0              497   \n",
       "562  2016      8     12262                390.0              574   \n",
       "563  2016      9      9020                386.0              286   \n",
       "564  2016     10      5972                157.0               55   \n",
       "565  2016     11      2973                 96.0               92   \n",
       "566  2016     12        22                  0.0                0   \n",
       "\n",
       "     Station_Bhola  Station_Bogra  Station_Chandpur  Station_Chittagong  \\\n",
       "0              0.0            0.0               0.0                 1.0   \n",
       "1             26.0            0.0               0.0                20.0   \n",
       "2              4.0            0.0              13.0                 2.0   \n",
       "3             70.0            0.0              71.0                40.0   \n",
       "4             69.0          113.0              57.0               158.0   \n",
       "5            402.0          506.0             387.0               313.0   \n",
       "6            233.0          629.0             433.0              1041.0   \n",
       "7            287.0          171.0             172.0               405.0   \n",
       "8            503.0          201.0             208.0               317.0   \n",
       "9            288.0          164.0             238.0               380.0   \n",
       "10             9.0           10.0               1.0               151.0   \n",
       "11             0.0            0.0               0.0                 0.0   \n",
       "12             0.0           13.0               NaN                10.0   \n",
       "13             0.0            4.0               NaN                 0.0   \n",
       "14             0.0            8.0               NaN                 0.0   \n",
       "15             0.0            0.0               NaN                 2.0   \n",
       "16           247.0            0.0               NaN                63.0   \n",
       "17           584.0            0.0               NaN               853.0   \n",
       "18           409.0          344.0               NaN               949.0   \n",
       "19           381.0          312.0               NaN               707.0   \n",
       "20           409.0          392.0               NaN               184.0   \n",
       "21           107.0          128.0               NaN                59.0   \n",
       "22          1283.0           41.0               NaN                 0.0   \n",
       "23             0.0            0.0               NaN                 0.0   \n",
       "24             0.0            3.0               NaN                 0.0   \n",
       "25            13.0           16.0               NaN                 2.0   \n",
       "26             0.0           14.0               NaN                 0.0   \n",
       "27            59.0            6.0               NaN                87.0   \n",
       "28            64.0          134.0               NaN                15.0   \n",
       "29           512.0          268.0               NaN               457.0   \n",
       "..             ...            ...               ...                 ...   \n",
       "537          299.0          211.0             319.0               395.0   \n",
       "538          496.0          226.0             258.0               692.0   \n",
       "539          269.0          329.0             346.0               363.0   \n",
       "540           51.0           64.0              98.0               104.0   \n",
       "541            0.0            0.0               1.0                 0.0   \n",
       "542            0.0            0.0               0.0                 0.0   \n",
       "543            1.0           12.0               3.0                 6.0   \n",
       "544           10.0           72.0              29.0                 0.0   \n",
       "545           42.0           21.0              11.0                18.0   \n",
       "546           96.0          202.0             175.0               218.0   \n",
       "547           76.0          220.0             160.0                92.0   \n",
       "548          707.0          310.0             675.0               713.0   \n",
       "549          743.0          213.0             872.0              1555.0   \n",
       "550          416.0          293.0             500.0               568.0   \n",
       "551          372.0          198.0             249.0               331.0   \n",
       "552          178.0           40.0             128.0               193.0   \n",
       "553            6.0            0.0               0.0                 7.0   \n",
       "554            2.0            0.0               2.0                12.0   \n",
       "555            2.0           15.0               0.0                 5.0   \n",
       "556           31.0            0.0              33.0                 6.0   \n",
       "557           24.0            2.0              12.0                77.0   \n",
       "558           34.0           28.0              19.0                39.0   \n",
       "559          473.0          251.0             520.0               253.0   \n",
       "560          328.0           84.0             296.0               201.0   \n",
       "561          378.0          327.0             539.0               568.0   \n",
       "562          567.0          132.0             510.0               398.0   \n",
       "563          277.0          135.0             151.0               323.0   \n",
       "564          173.0          107.0             135.0               249.0   \n",
       "565          173.0            0.0             135.0                89.0   \n",
       "566            0.0            0.0               0.0                 0.0   \n",
       "\n",
       "     Station_Comilla  Station_CoxsBazar  Station_Dhaka  Station_Dinajpur  \\\n",
       "0               20.0                  0           16.0              42.0   \n",
       "1                9.0                 40            8.0               0.0   \n",
       "2               63.0                  0           23.0               1.0   \n",
       "3              134.0                 69           45.0              76.0   \n",
       "4              187.0                331          192.0              74.0   \n",
       "5              129.0                578          276.0             253.0   \n",
       "6              546.0               1424          496.0             586.0   \n",
       "7              240.0                598          280.0             126.0   \n",
       "8               37.0                308          200.0             217.0   \n",
       "9              284.0                458          427.0              48.0   \n",
       "10              74.0                 67           32.0               0.0   \n",
       "11               0.0                  0            0.0               0.0   \n",
       "12               5.0                  4            3.0               8.0   \n",
       "13              10.0                  0           28.0              11.0   \n",
       "14               0.0                  1            0.0               0.0   \n",
       "15               0.0                  5            0.0               0.0   \n",
       "16              46.0                155          344.0               0.0   \n",
       "17             123.0               1179          339.0               0.0   \n",
       "18             291.0               1518          550.0               0.0   \n",
       "19             307.0                680          540.0             295.0   \n",
       "20             172.0                112          259.0              94.0   \n",
       "21             166.0                163          118.0             302.0   \n",
       "22              57.0                 91           95.0               0.0   \n",
       "23               0.0                  0            0.0               0.0   \n",
       "24               0.0                  0            0.0               0.0   \n",
       "25               0.0                  4           11.0               0.0   \n",
       "26              15.0                  0           12.0               4.0   \n",
       "27             117.0                 52          248.0               0.0   \n",
       "28             252.0                124          340.0               0.0   \n",
       "29             369.0                288          353.0             171.0   \n",
       "..               ...                ...            ...               ...   \n",
       "537            227.0                717          212.0             293.0   \n",
       "538            418.0                611          391.0             181.0   \n",
       "539            296.0                264          156.0             424.0   \n",
       "540             64.0                 41           49.0              21.0   \n",
       "541              0.0                  0            0.0               0.0   \n",
       "542              0.0                  0            0.0               0.0   \n",
       "543              1.0                 10            3.0              25.0   \n",
       "544             24.0                  0           17.0               3.0   \n",
       "545             11.0                 16            4.0              28.0   \n",
       "546            206.0                 72          166.0              91.0   \n",
       "547            187.0                 96          185.0             376.0   \n",
       "548            286.0               1573          375.0             273.0   \n",
       "549            820.0               1400          623.0             328.0   \n",
       "550            188.0                657          395.0             590.0   \n",
       "551            377.0                618          346.0             251.0   \n",
       "552             44.0                207           51.0               0.0   \n",
       "553              1.0                 40            0.0               0.0   \n",
       "554             10.0                 27            1.0               0.0   \n",
       "555              1.0                  0            3.0              11.0   \n",
       "556             47.0                  0           13.0               0.0   \n",
       "557             72.0                 25           55.0              25.0   \n",
       "558            118.0                 22           55.0              26.0   \n",
       "559            448.0                359          212.0             221.0   \n",
       "560            210.0                538          212.0             129.0   \n",
       "561            557.0               1113          405.0             446.0   \n",
       "562            277.0                472          171.0             119.0   \n",
       "563            143.0                309          138.0             473.0   \n",
       "564            111.0                418           76.0             199.0   \n",
       "565            190.0                 41           25.0               0.0   \n",
       "566              0.0                  0            0.0              11.0   \n",
       "\n",
       "     Station_Faridpur  Station_Feni  \n",
       "0                  12           NaN  \n",
       "1                  15           NaN  \n",
       "2                  25           NaN  \n",
       "3                  68           NaN  \n",
       "4                 173           NaN  \n",
       "5                 308           NaN  \n",
       "6                 382           NaN  \n",
       "7                 291           NaN  \n",
       "8                 433           NaN  \n",
       "9                 413           NaN  \n",
       "10                 32           NaN  \n",
       "11                  0           NaN  \n",
       "12                 12           NaN  \n",
       "13                  9           NaN  \n",
       "14                  0           NaN  \n",
       "15                  0           NaN  \n",
       "16                  0           NaN  \n",
       "17                  0           NaN  \n",
       "18                278           NaN  \n",
       "19                538           NaN  \n",
       "20                292           NaN  \n",
       "21                135           NaN  \n",
       "22                 66           NaN  \n",
       "23                  0           NaN  \n",
       "24                  0           NaN  \n",
       "25                 70           NaN  \n",
       "26                  2           NaN  \n",
       "27                177           NaN  \n",
       "28                257           NaN  \n",
       "29                246           NaN  \n",
       "..                ...           ...  \n",
       "537               246         370.0  \n",
       "538               381         603.0  \n",
       "539               165         456.0  \n",
       "540                82          97.0  \n",
       "541                 0           0.0  \n",
       "542                 0           0.0  \n",
       "543                 6           1.0  \n",
       "544                21           0.0  \n",
       "545                 2          15.0  \n",
       "546               159         118.0  \n",
       "547               147         254.0  \n",
       "548               347         374.0  \n",
       "549               540        1128.0  \n",
       "550               304         487.0  \n",
       "551               215         478.0  \n",
       "552                80         243.0  \n",
       "553                 0           1.0  \n",
       "554                 6           0.0  \n",
       "555                 2           0.0  \n",
       "556                16          51.0  \n",
       "557                24         116.0  \n",
       "558                57          25.0  \n",
       "559               222         450.0  \n",
       "560               281         428.0  \n",
       "561               500         634.0  \n",
       "562               305         439.0  \n",
       "563               125         439.0  \n",
       "564                89         323.0  \n",
       "565                28         186.0  \n",
       "566                 0           0.0  \n",
       "\n",
       "[567 rows x 15 columns]"
      ]
     },
     "execution_count": 214,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Feni_data=data_n[['Year', 'Month','Rainfall', 'Station_Feni']]\n",
    "Feni_data=Feni_data.loc[Feni_data[\"Station_Feni\"]==1]\n",
    "Feni_data=Feni_data.drop(['Station_Feni'] , axis=1)\n",
    "Feni_data=Feni_data.rename(columns = {'Rainfall':'Station_Feni'})\n",
    "\n",
    "\n",
    "next_data=pd.merge(next_data, Feni_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 215,
   "metadata": {},
   "outputs": [],
   "source": [
    "Hatiya_data=data_n[['Year', 'Month','Rainfall', 'Station_Hatiya']]\n",
    "Hatiya_data=Hatiya_data.loc[Hatiya_data[\"Station_Hatiya\"]==1]\n",
    "Hatiya_data=Hatiya_data.drop(['Station_Hatiya'] , axis=1)\n",
    "Hatiya_data=Hatiya_data.rename(columns = {'Rainfall':'Station_Hatiya'})\n",
    "\n",
    "next_data=pd.merge(next_data, Hatiya_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 216,
   "metadata": {},
   "outputs": [],
   "source": [
    "Ishurdi_data=data_n[['Year', 'Month','Rainfall', 'Station_Ishurdi']]\n",
    "Ishurdi_data=Ishurdi_data.loc[Ishurdi_data[\"Station_Ishurdi\"]==1]\n",
    "Ishurdi_data=Ishurdi_data.drop(['Station_Ishurdi'] , axis=1)\n",
    "Ishurdi_data=Ishurdi_data.rename(columns = {'Rainfall':'Station_Ishurdi'})\n",
    "\n",
    "next_data=pd.merge(next_data, Ishurdi_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 217,
   "metadata": {},
   "outputs": [],
   "source": [
    "Jessore_data=data_n[['Year', 'Month','Rainfall', 'Station_Jessore']]\n",
    "Jessore_data=Jessore_data.loc[Jessore_data[\"Station_Jessore\"]==1]\n",
    "Jessore_data=Jessore_data.drop(['Station_Jessore'] , axis=1)\n",
    "Jessore_data=Jessore_data.rename(columns = {'Rainfall':'Station_Jessore'})\n",
    "\n",
    "next_data=pd.merge(next_data, Jessore_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 218,
   "metadata": {},
   "outputs": [],
   "source": [
    "Khepupara_data=data_n[['Year', 'Month','Rainfall', 'Station_Khepupara']]\n",
    "Khepupara_data=Khepupara_data.loc[Khepupara_data[\"Station_Khepupara\"]==1]\n",
    "Khepupara_data=Khepupara_data.drop(['Station_Khepupara'] , axis=1)\n",
    "Khepupara_data=Khepupara_data.rename(columns = {'Rainfall':'Station_Khepupara'})\n",
    "\n",
    "next_data=pd.merge(next_data, Khepupara_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 219,
   "metadata": {},
   "outputs": [],
   "source": [
    "Khulna_data=data_n[['Year', 'Month','Rainfall', 'Station_Khulna']]\n",
    "Khulna_data=Khulna_data.loc[Khulna_data[\"Station_Khulna\"]==1]\n",
    "Khulna_data=Khulna_data.drop(['Station_Khulna'] , axis=1)\n",
    "Khulna_data=Khulna_data.rename(columns = {'Rainfall':'Station_Khulna'})\n",
    "\n",
    "next_data=pd.merge(next_data, Khulna_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 220,
   "metadata": {},
   "outputs": [],
   "source": [
    "Kutubdia_data=data_n[['Year', 'Month','Rainfall', 'Station_Kutubdia']]\n",
    "Kutubdia_data=Kutubdia_data.loc[Kutubdia_data[\"Station_Kutubdia\"]==1]\n",
    "Kutubdia_data=Kutubdia_data.drop(['Station_Kutubdia'] , axis=1)\n",
    "Kutubdia_data=Kutubdia_data.rename(columns = {'Rainfall':'Station_Kutubdia'})\n",
    "\n",
    "next_data=pd.merge(next_data, Kutubdia_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 221,
   "metadata": {},
   "outputs": [],
   "source": [
    "Mcourt_data=data_n[['Year', 'Month','Rainfall', 'Station_M.court']]\n",
    "Mcourt_data=Mcourt_data.loc[Mcourt_data[\"Station_M.court\"]==1]\n",
    "Mcourt_data=Mcourt_data.drop(['Station_M.court'] , axis=1)\n",
    "Mcourt_data=Mcourt_data.rename(columns = {'Rainfall':'Station_M.court'})\n",
    "\n",
    "next_data=pd.merge(next_data, Mcourt_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 222,
   "metadata": {},
   "outputs": [],
   "source": [
    "#next_data=next_data.drop(['Station_M.court_y'], axis=1)\n",
    "#next_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 223,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\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>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
       "      <th>Station_Bhola</th>\n",
       "      <th>Station_Bogra</th>\n",
       "      <th>Station_Chandpur</th>\n",
       "      <th>Station_Chittagong</th>\n",
       "      <th>Station_Comilla</th>\n",
       "      <th>...</th>\n",
       "      <th>Station_Faridpur</th>\n",
       "      <th>Station_Feni</th>\n",
       "      <th>Station_Hatiya</th>\n",
       "      <th>Station_Ishurdi</th>\n",
       "      <th>Station_Jessore</th>\n",
       "      <th>Station_Khepupara</th>\n",
       "      <th>Station_Khulna</th>\n",
       "      <th>Station_Kutubdia</th>\n",
       "      <th>Station_M.court_x</th>\n",
       "      <th>Station_M.court_y</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970</td>\n",
       "      <td>1</td>\n",
       "      <td>367</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>1.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>73</td>\n",
       "      <td>31.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16.0</td>\n",
       "      <td>16.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970</td>\n",
       "      <td>2</td>\n",
       "      <td>531</td>\n",
       "      <td>NaN</td>\n",
       "      <td>24</td>\n",
       "      <td>26.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>...</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>64.0</td>\n",
       "      <td>25</td>\n",
       "      <td>30.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>65.0</td>\n",
       "      <td>65.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970</td>\n",
       "      <td>3</td>\n",
       "      <td>484</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>...</td>\n",
       "      <td>25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>30</td>\n",
       "      <td>45.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970</td>\n",
       "      <td>4</td>\n",
       "      <td>2038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>91</td>\n",
       "      <td>70.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>71.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>...</td>\n",
       "      <td>68</td>\n",
       "      <td>NaN</td>\n",
       "      <td>44.0</td>\n",
       "      <td>1</td>\n",
       "      <td>87.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>51.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>217.0</td>\n",
       "      <td>217.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970</td>\n",
       "      <td>5</td>\n",
       "      <td>3598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>124</td>\n",
       "      <td>69.0</td>\n",
       "      <td>113.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>158.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>...</td>\n",
       "      <td>173</td>\n",
       "      <td>NaN</td>\n",
       "      <td>131.0</td>\n",
       "      <td>116</td>\n",
       "      <td>29.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>129.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>127.0</td>\n",
       "      <td>127.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970</td>\n",
       "      <td>6</td>\n",
       "      <td>9105</td>\n",
       "      <td>NaN</td>\n",
       "      <td>408</td>\n",
       "      <td>402.0</td>\n",
       "      <td>506.0</td>\n",
       "      <td>387.0</td>\n",
       "      <td>313.0</td>\n",
       "      <td>129.0</td>\n",
       "      <td>...</td>\n",
       "      <td>308</td>\n",
       "      <td>NaN</td>\n",
       "      <td>468.0</td>\n",
       "      <td>236</td>\n",
       "      <td>352.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>548.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>574.0</td>\n",
       "      <td>574.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
       "      <td>13796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>530</td>\n",
       "      <td>233.0</td>\n",
       "      <td>629.0</td>\n",
       "      <td>433.0</td>\n",
       "      <td>1041.0</td>\n",
       "      <td>546.0</td>\n",
       "      <td>...</td>\n",
       "      <td>382</td>\n",
       "      <td>NaN</td>\n",
       "      <td>584.0</td>\n",
       "      <td>168</td>\n",
       "      <td>415.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>634.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>692.0</td>\n",
       "      <td>692.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
       "      <td>287.0</td>\n",
       "      <td>171.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>405.0</td>\n",
       "      <td>240.0</td>\n",
       "      <td>...</td>\n",
       "      <td>291</td>\n",
       "      <td>NaN</td>\n",
       "      <td>512.0</td>\n",
       "      <td>378</td>\n",
       "      <td>280.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>270.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>696.0</td>\n",
       "      <td>696.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
       "      <td>9</td>\n",
       "      <td>7400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>571</td>\n",
       "      <td>503.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>208.0</td>\n",
       "      <td>317.0</td>\n",
       "      <td>37.0</td>\n",
       "      <td>...</td>\n",
       "      <td>433</td>\n",
       "      <td>NaN</td>\n",
       "      <td>521.0</td>\n",
       "      <td>340</td>\n",
       "      <td>490.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>115.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>554.0</td>\n",
       "      <td>554.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "      <td>288.0</td>\n",
       "      <td>164.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>284.0</td>\n",
       "      <td>...</td>\n",
       "      <td>413</td>\n",
       "      <td>NaN</td>\n",
       "      <td>389.0</td>\n",
       "      <td>364</td>\n",
       "      <td>339.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>190.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>569.0</td>\n",
       "      <td>569.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "      <td>9.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>...</td>\n",
       "      <td>32</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>151.0</td>\n",
       "      <td>151.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</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>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>...</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "      <td>247.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>37.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>282.0</td>\n",
       "      <td>282.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "      <td>584.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>853.0</td>\n",
       "      <td>123.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>436.0</td>\n",
       "      <td>0</td>\n",
       "      <td>205.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>615.0</td>\n",
       "      <td>615.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "      <td>409.0</td>\n",
       "      <td>344.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>949.0</td>\n",
       "      <td>291.0</td>\n",
       "      <td>...</td>\n",
       "      <td>278</td>\n",
       "      <td>NaN</td>\n",
       "      <td>790.0</td>\n",
       "      <td>0</td>\n",
       "      <td>489.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>48.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>793.0</td>\n",
       "      <td>793.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "      <td>381.0</td>\n",
       "      <td>312.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>707.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>...</td>\n",
       "      <td>538</td>\n",
       "      <td>NaN</td>\n",
       "      <td>989.0</td>\n",
       "      <td>525</td>\n",
       "      <td>500.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>135.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>870.0</td>\n",
       "      <td>870.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "      <td>409.0</td>\n",
       "      <td>392.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>184.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>...</td>\n",
       "      <td>292</td>\n",
       "      <td>NaN</td>\n",
       "      <td>430.0</td>\n",
       "      <td>0</td>\n",
       "      <td>313.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>80.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>425.0</td>\n",
       "      <td>425.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "      <td>107.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>166.0</td>\n",
       "      <td>...</td>\n",
       "      <td>135</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>106.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>230.0</td>\n",
       "      <td>230.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "      <td>1283.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>...</td>\n",
       "      <td>66</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>172.0</td>\n",
       "      <td>172.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>13.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>70</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>59.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "      <td>59.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>87.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>...</td>\n",
       "      <td>177</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>27</td>\n",
       "      <td>37.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>64.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>46.0</td>\n",
       "      <td>46.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>64.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.0</td>\n",
       "      <td>252.0</td>\n",
       "      <td>...</td>\n",
       "      <td>257</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>22.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>123.0</td>\n",
       "      <td>123.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>539</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "      <td>299.0</td>\n",
       "      <td>211.0</td>\n",
       "      <td>319.0</td>\n",
       "      <td>395.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>...</td>\n",
       "      <td>246</td>\n",
       "      <td>370.0</td>\n",
       "      <td>702.0</td>\n",
       "      <td>182</td>\n",
       "      <td>435.0</td>\n",
       "      <td>460.0</td>\n",
       "      <td>394.0</td>\n",
       "      <td>620.0</td>\n",
       "      <td>557.0</td>\n",
       "      <td>557.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "      <td>496.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>258.0</td>\n",
       "      <td>692.0</td>\n",
       "      <td>418.0</td>\n",
       "      <td>...</td>\n",
       "      <td>381</td>\n",
       "      <td>603.0</td>\n",
       "      <td>603.0</td>\n",
       "      <td>249</td>\n",
       "      <td>180.0</td>\n",
       "      <td>441.0</td>\n",
       "      <td>258.0</td>\n",
       "      <td>545.0</td>\n",
       "      <td>667.0</td>\n",
       "      <td>667.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>541</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "      <td>269.0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>346.0</td>\n",
       "      <td>363.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>...</td>\n",
       "      <td>165</td>\n",
       "      <td>456.0</td>\n",
       "      <td>435.0</td>\n",
       "      <td>179</td>\n",
       "      <td>186.0</td>\n",
       "      <td>270.0</td>\n",
       "      <td>205.0</td>\n",
       "      <td>449.0</td>\n",
       "      <td>434.0</td>\n",
       "      <td>434.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>542</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "      <td>51.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>...</td>\n",
       "      <td>82</td>\n",
       "      <td>97.0</td>\n",
       "      <td>269.0</td>\n",
       "      <td>89</td>\n",
       "      <td>37.0</td>\n",
       "      <td>133.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>80.0</td>\n",
       "      <td>108.0</td>\n",
       "      <td>108.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>543</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>1.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>546</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "      <td>10.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>...</td>\n",
       "      <td>21</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>8</td>\n",
       "      <td>93.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>547</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "      <td>42.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>15.0</td>\n",
       "      <td>65.0</td>\n",
       "      <td>38</td>\n",
       "      <td>25.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>548</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "      <td>96.0</td>\n",
       "      <td>202.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>206.0</td>\n",
       "      <td>...</td>\n",
       "      <td>159</td>\n",
       "      <td>118.0</td>\n",
       "      <td>243.0</td>\n",
       "      <td>111</td>\n",
       "      <td>108.0</td>\n",
       "      <td>102.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>188.0</td>\n",
       "      <td>174.0</td>\n",
       "      <td>174.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>549</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "      <td>76.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>...</td>\n",
       "      <td>147</td>\n",
       "      <td>254.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>147</td>\n",
       "      <td>125.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>81.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>117.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>550</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "      <td>707.0</td>\n",
       "      <td>310.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>713.0</td>\n",
       "      <td>286.0</td>\n",
       "      <td>...</td>\n",
       "      <td>347</td>\n",
       "      <td>374.0</td>\n",
       "      <td>900.0</td>\n",
       "      <td>332</td>\n",
       "      <td>379.0</td>\n",
       "      <td>610.0</td>\n",
       "      <td>318.0</td>\n",
       "      <td>1034.0</td>\n",
       "      <td>693.0</td>\n",
       "      <td>693.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "      <td>743.0</td>\n",
       "      <td>213.0</td>\n",
       "      <td>872.0</td>\n",
       "      <td>1555.0</td>\n",
       "      <td>820.0</td>\n",
       "      <td>...</td>\n",
       "      <td>540</td>\n",
       "      <td>1128.0</td>\n",
       "      <td>1281.0</td>\n",
       "      <td>394</td>\n",
       "      <td>561.0</td>\n",
       "      <td>1092.0</td>\n",
       "      <td>922.0</td>\n",
       "      <td>1517.0</td>\n",
       "      <td>978.0</td>\n",
       "      <td>978.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "      <td>416.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>500.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>188.0</td>\n",
       "      <td>...</td>\n",
       "      <td>304</td>\n",
       "      <td>487.0</td>\n",
       "      <td>471.0</td>\n",
       "      <td>254</td>\n",
       "      <td>281.0</td>\n",
       "      <td>604.0</td>\n",
       "      <td>353.0</td>\n",
       "      <td>666.0</td>\n",
       "      <td>464.0</td>\n",
       "      <td>464.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "      <td>372.0</td>\n",
       "      <td>198.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>...</td>\n",
       "      <td>215</td>\n",
       "      <td>478.0</td>\n",
       "      <td>619.0</td>\n",
       "      <td>213</td>\n",
       "      <td>247.0</td>\n",
       "      <td>433.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>452.0</td>\n",
       "      <td>571.0</td>\n",
       "      <td>571.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "      <td>178.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>193.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>...</td>\n",
       "      <td>80</td>\n",
       "      <td>243.0</td>\n",
       "      <td>585.0</td>\n",
       "      <td>82</td>\n",
       "      <td>43.0</td>\n",
       "      <td>166.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>165.0</td>\n",
       "      <td>165.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>52.0</td>\n",
       "      <td>3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>43.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>...</td>\n",
       "      <td>6</td>\n",
       "      <td>0.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>2</td>\n",
       "      <td>3.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>9.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>...</td>\n",
       "      <td>16</td>\n",
       "      <td>51.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.0</td>\n",
       "      <td>97.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>32.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>...</td>\n",
       "      <td>24</td>\n",
       "      <td>116.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>112</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>65.0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>83.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "      <td>34.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>...</td>\n",
       "      <td>57</td>\n",
       "      <td>25.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>52</td>\n",
       "      <td>NaN</td>\n",
       "      <td>22.0</td>\n",
       "      <td>54.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>63.0</td>\n",
       "      <td>63.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "      <td>473.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>448.0</td>\n",
       "      <td>...</td>\n",
       "      <td>222</td>\n",
       "      <td>450.0</td>\n",
       "      <td>314.0</td>\n",
       "      <td>177</td>\n",
       "      <td>NaN</td>\n",
       "      <td>582.0</td>\n",
       "      <td>350.0</td>\n",
       "      <td>318.0</td>\n",
       "      <td>467.0</td>\n",
       "      <td>467.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "      <td>328.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>210.0</td>\n",
       "      <td>...</td>\n",
       "      <td>281</td>\n",
       "      <td>428.0</td>\n",
       "      <td>430.0</td>\n",
       "      <td>136</td>\n",
       "      <td>NaN</td>\n",
       "      <td>367.0</td>\n",
       "      <td>353.0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>304.0</td>\n",
       "      <td>304.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "      <td>378.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>539.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>557.0</td>\n",
       "      <td>...</td>\n",
       "      <td>500</td>\n",
       "      <td>634.0</td>\n",
       "      <td>984.0</td>\n",
       "      <td>240</td>\n",
       "      <td>NaN</td>\n",
       "      <td>770.0</td>\n",
       "      <td>413.0</td>\n",
       "      <td>872.0</td>\n",
       "      <td>564.0</td>\n",
       "      <td>564.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "      <td>567.0</td>\n",
       "      <td>132.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>398.0</td>\n",
       "      <td>277.0</td>\n",
       "      <td>...</td>\n",
       "      <td>305</td>\n",
       "      <td>439.0</td>\n",
       "      <td>637.0</td>\n",
       "      <td>132</td>\n",
       "      <td>NaN</td>\n",
       "      <td>424.0</td>\n",
       "      <td>646.0</td>\n",
       "      <td>573.0</td>\n",
       "      <td>528.0</td>\n",
       "      <td>528.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "      <td>277.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>323.0</td>\n",
       "      <td>143.0</td>\n",
       "      <td>...</td>\n",
       "      <td>125</td>\n",
       "      <td>439.0</td>\n",
       "      <td>348.0</td>\n",
       "      <td>381</td>\n",
       "      <td>NaN</td>\n",
       "      <td>225.0</td>\n",
       "      <td>148.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>340.0</td>\n",
       "      <td>340.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "      <td>173.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>...</td>\n",
       "      <td>89</td>\n",
       "      <td>323.0</td>\n",
       "      <td>589.0</td>\n",
       "      <td>42</td>\n",
       "      <td>NaN</td>\n",
       "      <td>219.0</td>\n",
       "      <td>81.0</td>\n",
       "      <td>262.0</td>\n",
       "      <td>285.0</td>\n",
       "      <td>285.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>567</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "      <td>173.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>190.0</td>\n",
       "      <td>...</td>\n",
       "      <td>28</td>\n",
       "      <td>186.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>153.0</td>\n",
       "      <td>75.0</td>\n",
       "      <td>102.0</td>\n",
       "      <td>170.0</td>\n",
       "      <td>170.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>568</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</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",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>569 rows × 23 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0    1970      1       367                  NaN                0   \n",
       "1    1970      2       531                  NaN               24   \n",
       "2    1970      3       484                  NaN                5   \n",
       "3    1970      4      2038                  NaN               91   \n",
       "4    1970      5      3598                  NaN              124   \n",
       "5    1970      6      9105                  NaN              408   \n",
       "6    1970      7     13796                  NaN              530   \n",
       "7    1970      8      7796                  NaN              317   \n",
       "8    1970      9      7400                  NaN              571   \n",
       "9    1970     10      6521                  NaN              253   \n",
       "10   1970     11       997                  NaN               90   \n",
       "11   1970     12         0                  NaN                0   \n",
       "12   1971      1       147                  NaN                7   \n",
       "13   1971      2        87                  NaN                1   \n",
       "14   1971      3        71                  NaN                0   \n",
       "15   1971      4       373                  NaN              104   \n",
       "16   1971      4       373                  NaN              104   \n",
       "17   1971      5      1941                  NaN              267   \n",
       "18   1971      6      8024                  NaN              503   \n",
       "19   1971      7      9841                  NaN              250   \n",
       "20   1971      8     10674                  NaN              233   \n",
       "21   1971      9      6285                  NaN              394   \n",
       "22   1971     10      3480                  NaN              152   \n",
       "23   1971     11      2518                  NaN              114   \n",
       "24   1971     12         1                  NaN                0   \n",
       "25   1972      1        21                  NaN                0   \n",
       "26   1972      2       427                  NaN               58   \n",
       "27   1972      3       366                  NaN                0   \n",
       "28   1972      4      1949                  NaN              121   \n",
       "29   1972      5      3038                  NaN              130   \n",
       "..    ...    ...       ...                  ...              ...   \n",
       "539  2014      7     12256                389.0              277   \n",
       "540  2014      8     14843                599.0              253   \n",
       "541  2014      9     11181                355.0              254   \n",
       "542  2014     10      2581                107.0               66   \n",
       "543  2014     11        50                  1.0                0   \n",
       "544  2014     12         2                  0.0                0   \n",
       "545  2015      1       344                  4.0                3   \n",
       "546  2015      2       552                  0.0               24   \n",
       "547  2015      3       719                 18.0               18   \n",
       "548  2015      4      5900                292.0              135   \n",
       "549  2015      5      5751                110.0               72   \n",
       "550  2015      6     19576                699.0              641   \n",
       "551  2015      7     28468               1466.0              785   \n",
       "552  2015      8     15053                586.0              254   \n",
       "553  2015      9     12641                390.0              352   \n",
       "554  2015     10      4517                349.0              128   \n",
       "555  2015     11       328                  4.0               19   \n",
       "556  2015     12       261                  9.0                3   \n",
       "557  2016      1       230                  2.0                1   \n",
       "558  2016      2      1331                 17.0               31   \n",
       "559  2016      3      1563                 65.0                8   \n",
       "560  2016      4      2734                 36.0               51   \n",
       "561  2016      5     11171                274.0              438   \n",
       "562  2016      6     10486                268.0              318   \n",
       "563  2016      7     18454                583.0              497   \n",
       "564  2016      8     12262                390.0              574   \n",
       "565  2016      9      9020                386.0              286   \n",
       "566  2016     10      5972                157.0               55   \n",
       "567  2016     11      2973                 96.0               92   \n",
       "568  2016     12        22                  0.0                0   \n",
       "\n",
       "     Station_Bhola  Station_Bogra  Station_Chandpur  Station_Chittagong  \\\n",
       "0              0.0            0.0               0.0                 1.0   \n",
       "1             26.0            0.0               0.0                20.0   \n",
       "2              4.0            0.0              13.0                 2.0   \n",
       "3             70.0            0.0              71.0                40.0   \n",
       "4             69.0          113.0              57.0               158.0   \n",
       "5            402.0          506.0             387.0               313.0   \n",
       "6            233.0          629.0             433.0              1041.0   \n",
       "7            287.0          171.0             172.0               405.0   \n",
       "8            503.0          201.0             208.0               317.0   \n",
       "9            288.0          164.0             238.0               380.0   \n",
       "10             9.0           10.0               1.0               151.0   \n",
       "11             0.0            0.0               0.0                 0.0   \n",
       "12             0.0           13.0               NaN                10.0   \n",
       "13             0.0            4.0               NaN                 0.0   \n",
       "14             0.0            8.0               NaN                 0.0   \n",
       "15             0.0            0.0               NaN                 2.0   \n",
       "16             0.0            0.0               NaN                 2.0   \n",
       "17           247.0            0.0               NaN                63.0   \n",
       "18           584.0            0.0               NaN               853.0   \n",
       "19           409.0          344.0               NaN               949.0   \n",
       "20           381.0          312.0               NaN               707.0   \n",
       "21           409.0          392.0               NaN               184.0   \n",
       "22           107.0          128.0               NaN                59.0   \n",
       "23          1283.0           41.0               NaN                 0.0   \n",
       "24             0.0            0.0               NaN                 0.0   \n",
       "25             0.0            3.0               NaN                 0.0   \n",
       "26            13.0           16.0               NaN                 2.0   \n",
       "27             0.0           14.0               NaN                 0.0   \n",
       "28            59.0            6.0               NaN                87.0   \n",
       "29            64.0          134.0               NaN                15.0   \n",
       "..             ...            ...               ...                 ...   \n",
       "539          299.0          211.0             319.0               395.0   \n",
       "540          496.0          226.0             258.0               692.0   \n",
       "541          269.0          329.0             346.0               363.0   \n",
       "542           51.0           64.0              98.0               104.0   \n",
       "543            0.0            0.0               1.0                 0.0   \n",
       "544            0.0            0.0               0.0                 0.0   \n",
       "545            1.0           12.0               3.0                 6.0   \n",
       "546           10.0           72.0              29.0                 0.0   \n",
       "547           42.0           21.0              11.0                18.0   \n",
       "548           96.0          202.0             175.0               218.0   \n",
       "549           76.0          220.0             160.0                92.0   \n",
       "550          707.0          310.0             675.0               713.0   \n",
       "551          743.0          213.0             872.0              1555.0   \n",
       "552          416.0          293.0             500.0               568.0   \n",
       "553          372.0          198.0             249.0               331.0   \n",
       "554          178.0           40.0             128.0               193.0   \n",
       "555            6.0            0.0               0.0                 7.0   \n",
       "556            2.0            0.0               2.0                12.0   \n",
       "557            2.0           15.0               0.0                 5.0   \n",
       "558           31.0            0.0              33.0                 6.0   \n",
       "559           24.0            2.0              12.0                77.0   \n",
       "560           34.0           28.0              19.0                39.0   \n",
       "561          473.0          251.0             520.0               253.0   \n",
       "562          328.0           84.0             296.0               201.0   \n",
       "563          378.0          327.0             539.0               568.0   \n",
       "564          567.0          132.0             510.0               398.0   \n",
       "565          277.0          135.0             151.0               323.0   \n",
       "566          173.0          107.0             135.0               249.0   \n",
       "567          173.0            0.0             135.0                89.0   \n",
       "568            0.0            0.0               0.0                 0.0   \n",
       "\n",
       "     Station_Comilla        ...          Station_Faridpur  Station_Feni  \\\n",
       "0               20.0        ...                        12           NaN   \n",
       "1                9.0        ...                        15           NaN   \n",
       "2               63.0        ...                        25           NaN   \n",
       "3              134.0        ...                        68           NaN   \n",
       "4              187.0        ...                       173           NaN   \n",
       "5              129.0        ...                       308           NaN   \n",
       "6              546.0        ...                       382           NaN   \n",
       "7              240.0        ...                       291           NaN   \n",
       "8               37.0        ...                       433           NaN   \n",
       "9              284.0        ...                       413           NaN   \n",
       "10              74.0        ...                        32           NaN   \n",
       "11               0.0        ...                         0           NaN   \n",
       "12               5.0        ...                        12           NaN   \n",
       "13              10.0        ...                         9           NaN   \n",
       "14               0.0        ...                         0           NaN   \n",
       "15               0.0        ...                         0           NaN   \n",
       "16               0.0        ...                         0           NaN   \n",
       "17              46.0        ...                         0           NaN   \n",
       "18             123.0        ...                         0           NaN   \n",
       "19             291.0        ...                       278           NaN   \n",
       "20             307.0        ...                       538           NaN   \n",
       "21             172.0        ...                       292           NaN   \n",
       "22             166.0        ...                       135           NaN   \n",
       "23              57.0        ...                        66           NaN   \n",
       "24               0.0        ...                         0           NaN   \n",
       "25               0.0        ...                         0           NaN   \n",
       "26               0.0        ...                        70           NaN   \n",
       "27              15.0        ...                         2           NaN   \n",
       "28             117.0        ...                       177           NaN   \n",
       "29             252.0        ...                       257           NaN   \n",
       "..               ...        ...                       ...           ...   \n",
       "539            227.0        ...                       246         370.0   \n",
       "540            418.0        ...                       381         603.0   \n",
       "541            296.0        ...                       165         456.0   \n",
       "542             64.0        ...                        82          97.0   \n",
       "543              0.0        ...                         0           0.0   \n",
       "544              0.0        ...                         0           0.0   \n",
       "545              1.0        ...                         6           1.0   \n",
       "546             24.0        ...                        21           0.0   \n",
       "547             11.0        ...                         2          15.0   \n",
       "548            206.0        ...                       159         118.0   \n",
       "549            187.0        ...                       147         254.0   \n",
       "550            286.0        ...                       347         374.0   \n",
       "551            820.0        ...                       540        1128.0   \n",
       "552            188.0        ...                       304         487.0   \n",
       "553            377.0        ...                       215         478.0   \n",
       "554             44.0        ...                        80         243.0   \n",
       "555              1.0        ...                         0           1.0   \n",
       "556             10.0        ...                         6           0.0   \n",
       "557              1.0        ...                         2           0.0   \n",
       "558             47.0        ...                        16          51.0   \n",
       "559             72.0        ...                        24         116.0   \n",
       "560            118.0        ...                        57          25.0   \n",
       "561            448.0        ...                       222         450.0   \n",
       "562            210.0        ...                       281         428.0   \n",
       "563            557.0        ...                       500         634.0   \n",
       "564            277.0        ...                       305         439.0   \n",
       "565            143.0        ...                       125         439.0   \n",
       "566            111.0        ...                        89         323.0   \n",
       "567            190.0        ...                        28         186.0   \n",
       "568              0.0        ...                         0           0.0   \n",
       "\n",
       "     Station_Hatiya  Station_Ishurdi  Station_Jessore  Station_Khepupara  \\\n",
       "0               0.0               73             31.0                NaN   \n",
       "1              64.0               25             30.0                NaN   \n",
       "2               6.0               30             45.0                NaN   \n",
       "3              44.0                1             87.0                NaN   \n",
       "4             131.0              116             29.0                NaN   \n",
       "5             468.0              236            352.0                NaN   \n",
       "6             584.0              168            415.0                NaN   \n",
       "7             512.0              378            280.0                NaN   \n",
       "8             521.0              340            490.0                NaN   \n",
       "9             389.0              364            339.0                NaN   \n",
       "10              0.0                0             10.0                NaN   \n",
       "11              0.0                0              0.0                NaN   \n",
       "12              0.0                0             16.0                NaN   \n",
       "13              0.0                0              0.0                NaN   \n",
       "14              0.0                0              0.0                NaN   \n",
       "15              0.0                0              0.0                NaN   \n",
       "16              0.0                0              0.0                NaN   \n",
       "17              0.0                0              0.0                NaN   \n",
       "18            436.0                0            205.0                NaN   \n",
       "19            790.0                0            489.0                NaN   \n",
       "20            989.0              525            500.0                NaN   \n",
       "21            430.0                0            313.0                NaN   \n",
       "22              0.0                0              0.0                NaN   \n",
       "23              0.0                0              0.0                NaN   \n",
       "24              NaN                0              0.0                NaN   \n",
       "25              NaN                0              0.0                NaN   \n",
       "26              NaN                0              4.0                NaN   \n",
       "27              NaN                0              7.0                NaN   \n",
       "28              NaN               27             37.0                NaN   \n",
       "29              NaN              130             22.0                NaN   \n",
       "..              ...              ...              ...                ...   \n",
       "539           702.0              182            435.0              460.0   \n",
       "540           603.0              249            180.0              441.0   \n",
       "541           435.0              179            186.0              270.0   \n",
       "542           269.0               89             37.0              133.0   \n",
       "543             2.0                0              0.0                0.0   \n",
       "544             0.0                0              0.0                1.0   \n",
       "545            14.0                0              2.0                8.0   \n",
       "546             7.0                8             93.0               15.0   \n",
       "547            65.0               38             25.0               18.0   \n",
       "548           243.0              111            108.0              102.0   \n",
       "549           107.0              147            125.0               41.0   \n",
       "550           900.0              332            379.0              610.0   \n",
       "551          1281.0              394            561.0             1092.0   \n",
       "552           471.0              254            281.0              604.0   \n",
       "553           619.0              213            247.0              433.0   \n",
       "554           585.0               82             43.0              166.0   \n",
       "555            52.0                3              0.0               43.0   \n",
       "556            16.0                2              3.0               19.0   \n",
       "557             4.0               30              NaN                6.0   \n",
       "558            34.0               12              NaN               13.0   \n",
       "559            50.0              112              NaN                3.0   \n",
       "560            40.0               52              NaN               22.0   \n",
       "561           314.0              177              NaN              582.0   \n",
       "562           430.0              136              NaN              367.0   \n",
       "563           984.0              240              NaN              770.0   \n",
       "564           637.0              132              NaN              424.0   \n",
       "565           348.0              381              NaN              225.0   \n",
       "566           589.0               42              NaN              219.0   \n",
       "567           238.0                2              NaN              153.0   \n",
       "568             0.0                0              NaN                0.0   \n",
       "\n",
       "     Station_Khulna  Station_Kutubdia  Station_M.court_x  Station_M.court_y  \n",
       "0               0.0               NaN               16.0               16.0  \n",
       "1               0.0               NaN               65.0               65.0  \n",
       "2               0.0               NaN                5.0                5.0  \n",
       "3              51.0               NaN              217.0              217.0  \n",
       "4             129.0               NaN              127.0              127.0  \n",
       "5             548.0               NaN              574.0              574.0  \n",
       "6             634.0               NaN              692.0              692.0  \n",
       "7             270.0               NaN              696.0              696.0  \n",
       "8             115.0               NaN              554.0              554.0  \n",
       "9             190.0               NaN              569.0              569.0  \n",
       "10             13.0               NaN              151.0              151.0  \n",
       "11              0.0               NaN                0.0                0.0  \n",
       "12              0.0               NaN                0.0                0.0  \n",
       "13              0.0               NaN                0.0                0.0  \n",
       "14              0.0               NaN                0.0                0.0  \n",
       "15              0.0               NaN                0.0                0.0  \n",
       "16              0.0               NaN                0.0                0.0  \n",
       "17             37.0               NaN              282.0              282.0  \n",
       "18             63.0               NaN              615.0              615.0  \n",
       "19             48.0               NaN              793.0              793.0  \n",
       "20            135.0               NaN              870.0              870.0  \n",
       "21             80.0               NaN              425.0              425.0  \n",
       "22            106.0               NaN              230.0              230.0  \n",
       "23              6.0               NaN              172.0              172.0  \n",
       "24              0.0               NaN                0.0                0.0  \n",
       "25              0.0               NaN                0.0                0.0  \n",
       "26              0.0               NaN               59.0               59.0  \n",
       "27              0.0               NaN               10.0               10.0  \n",
       "28             64.0               NaN               46.0               46.0  \n",
       "29            121.0               NaN              123.0              123.0  \n",
       "..              ...               ...                ...                ...  \n",
       "539           394.0             620.0              557.0              557.0  \n",
       "540           258.0             545.0              667.0              667.0  \n",
       "541           205.0             449.0              434.0              434.0  \n",
       "542            10.0              80.0              108.0              108.0  \n",
       "543             0.0               1.0                2.0                2.0  \n",
       "544             0.0               0.0                0.0                0.0  \n",
       "545            41.0              16.0                1.0                1.0  \n",
       "546            35.0               0.0                3.0                3.0  \n",
       "547            28.0               4.0               32.0               32.0  \n",
       "548           107.0             188.0              174.0              174.0  \n",
       "549           128.0              81.0              117.0              117.0  \n",
       "550           318.0            1034.0              693.0              693.0  \n",
       "551           922.0            1517.0              978.0              978.0  \n",
       "552           353.0             666.0              464.0              464.0  \n",
       "553           293.0             452.0              571.0              571.0  \n",
       "554            83.0             220.0              165.0              165.0  \n",
       "555             3.0              40.0                0.0                0.0  \n",
       "556             6.0              35.0               11.0               11.0  \n",
       "557             0.0               9.0                2.0                2.0  \n",
       "558            97.0               4.0               32.0               32.0  \n",
       "559             5.0              65.0               83.0               83.0  \n",
       "560            54.0              14.0               63.0               63.0  \n",
       "561           350.0             318.0              467.0              467.0  \n",
       "562           353.0             329.0              304.0              304.0  \n",
       "563           413.0             872.0              564.0              564.0  \n",
       "564           646.0             573.0              528.0              528.0  \n",
       "565           148.0             377.0              340.0              340.0  \n",
       "566            81.0             262.0              285.0              285.0  \n",
       "567            75.0             102.0              170.0              170.0  \n",
       "568             0.0               0.0                0.0                0.0  \n",
       "\n",
       "[569 rows x 23 columns]"
      ]
     },
     "execution_count": 223,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Mcourt_data=data_n[['Year', 'Month','Rainfall', 'Station_M.court']]\n",
    "Mcourt_data=Mcourt_data.loc[Mcourt_data[\"Station_M.court\"]==1]\n",
    "Mcourt_data=Mcourt_data.drop(['Station_M.court'] , axis=1)\n",
    "Mcourt_data=Mcourt_data.rename(columns = {'Rainfall':'Station_M.court'})\n",
    "\n",
    "next_data=pd.merge(next_data, Mcourt_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 224,
   "metadata": {},
   "outputs": [],
   "source": [
    "Madaripur_data=data_n[['Year', 'Month','Rainfall', 'Station_Madaripur']]\n",
    "Madaripur_data=Madaripur_data.loc[Madaripur_data[\"Station_Madaripur\"]==1]\n",
    "Madaripur_data=Madaripur_data.drop(['Station_Madaripur'] , axis=1)\n",
    "Madaripur_data=Madaripur_data.rename(columns = {'Rainfall':'Station_Madaripur'})\n",
    "\n",
    "next_data=pd.merge(next_data, Madaripur_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 225,
   "metadata": {},
   "outputs": [],
   "source": [
    "Mongla_data=data_n[['Year', 'Month','Rainfall', 'Station_Mongla']]\n",
    "Mongla_data=Mongla_data.loc[Mongla_data[\"Station_Mongla\"]==1]\n",
    "Mongla_data=Mongla_data.drop(['Station_Mongla'] , axis=1)\n",
    "Mongla_data=Mongla_data.rename(columns = {'Rainfall':'Station_Mongla'})\n",
    "\n",
    "next_data=pd.merge(next_data, Mongla_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 226,
   "metadata": {},
   "outputs": [],
   "source": [
    "Mymensingh_data=data_n[['Year', 'Month','Rainfall', 'Station_Mymensingh']]\n",
    "Mymensingh_data=Mymensingh_data.loc[Mymensingh_data[\"Station_Mymensingh\"]==1]\n",
    "Mymensingh_data=Mymensingh_data.drop(['Station_Mymensingh'] , axis=1)\n",
    "Mymensingh_data=Mymensingh_data.rename(columns = {'Rainfall':'Station_Mymensingh'})\n",
    "\n",
    "next_data=pd.merge(next_data, Mymensingh_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 227,
   "metadata": {},
   "outputs": [],
   "source": [
    "Patuakhali_data=data_n[['Year', 'Month','Rainfall', 'Station_Patuakhali']]\n",
    "Patuakhali_data=Patuakhali_data.loc[Patuakhali_data[\"Station_Patuakhali\"]==1]\n",
    "Patuakhali_data=Patuakhali_data.drop(['Station_Patuakhali'] , axis=1)\n",
    "Patuakhali_data=Patuakhali_data.rename(columns = {'Rainfall':'Station_Patuakhali'})\n",
    "\n",
    "next_data=pd.merge(next_data, Patuakhali_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 228,
   "metadata": {},
   "outputs": [],
   "source": [
    "Rajshahi_data=data_n[['Year', 'Month','Rainfall', 'Station_Rajshahi']]\n",
    "Rajshahi_data=Rajshahi_data.loc[Rajshahi_data[\"Station_Rajshahi\"]==1]\n",
    "Rajshahi_data=Rajshahi_data.drop(['Station_Rajshahi'] , axis=1)\n",
    "Rajshahi_data=Rajshahi_data.rename(columns = {'Rainfall':'Station_Rajshahi'})\n",
    "\n",
    "next_data=pd.merge(next_data, Rajshahi_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 229,
   "metadata": {},
   "outputs": [],
   "source": [
    "Rangamati_data=data_n[['Year', 'Month','Rainfall', 'Station_Rangamati']]\n",
    "Rangamati_data=Rangamati_data.loc[Rangamati_data[\"Station_Rangamati\"]==1]\n",
    "Rangamati_data=Rangamati_data.drop(['Station_Rangamati'] , axis=1)\n",
    "Rangamati_data=Rangamati_data.rename(columns = {'Rainfall':'Station_Rangamati'})\n",
    "\n",
    "next_data=pd.merge(next_data, Rangamati_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 230,
   "metadata": {},
   "outputs": [],
   "source": [
    "Rangpur_data=data_n[['Year', 'Month','Rainfall', 'Station_Rangpur']]\n",
    "Rangpur_data=Rangpur_data.loc[Rangpur_data[\"Station_Rangpur\"]==1]\n",
    "Rangpur_data=Rangpur_data.drop(['Station_Rangpur'] , axis=1)\n",
    "Rangpur_data=Rangpur_data.rename(columns = {'Rainfall':'Station_Rangpur'})\n",
    "\n",
    "next_data=pd.merge(next_data, Rangpur_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 231,
   "metadata": {},
   "outputs": [],
   "source": [
    "Sandwip_data=data_n[['Year', 'Month','Rainfall', 'Station_Sandwip']]\n",
    "Sandwip_data=Sandwip_data.loc[Sandwip_data[\"Station_Sandwip\"]==1]\n",
    "Sandwip_data=Sandwip_data.drop(['Station_Sandwip'] , axis=1)\n",
    "Sandwip_data=Sandwip_data.rename(columns = {'Rainfall':'Station_Sandwip'})\n",
    "\n",
    "next_data=pd.merge(next_data, Sandwip_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 232,
   "metadata": {},
   "outputs": [],
   "source": [
    "Satkhira_data=data_n[['Year', 'Month','Rainfall', 'Station_Satkhira']]\n",
    "Satkhira_data=Satkhira_data.loc[Satkhira_data[\"Station_Satkhira\"]==1]\n",
    "Satkhira_data=Satkhira_data.drop(['Station_Satkhira'] , axis=1)\n",
    "Satkhira_data=Satkhira_data.rename(columns = {'Rainfall':'Station_Satkhira'})\n",
    "\n",
    "next_data=pd.merge(next_data, Satkhira_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 233,
   "metadata": {},
   "outputs": [],
   "source": [
    "Sitakunda_data=data_n[['Year', 'Month','Rainfall', 'Station_Sitakunda']]\n",
    "Sitakunda_data=Sitakunda_data.loc[Sitakunda_data[\"Station_Sitakunda\"]==1]\n",
    "Sitakunda_data=Sitakunda_data.drop(['Station_Sitakunda'] , axis=1)\n",
    "Sitakunda_data=Sitakunda_data.rename(columns = {'Rainfall':'Station_Sitakunda'})\n",
    "\n",
    "next_data=pd.merge(next_data, Sitakunda_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 234,
   "metadata": {},
   "outputs": [],
   "source": [
    "Srimangal_data=data_n[['Year', 'Month','Rainfall', 'Station_Srimangal']]\n",
    "Srimangal_data=Srimangal_data.loc[Srimangal_data[\"Station_Srimangal\"]==1]\n",
    "Srimangal_data=Srimangal_data.drop(['Station_Srimangal'] , axis=1)\n",
    "Srimangal_data=Srimangal_data.rename(columns = {'Rainfall':'Station_Srimangal'})\n",
    "\n",
    "next_data=pd.merge(next_data, Srimangal_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 235,
   "metadata": {},
   "outputs": [],
   "source": [
    "Sylhet_data=data_n[['Year', 'Month','Rainfall', 'Station_Sylhet']]\n",
    "Sylhet_data=Sylhet_data.loc[Sylhet_data[\"Station_Sylhet\"]==1]\n",
    "Sylhet_data=Sylhet_data.drop(['Station_Sylhet'] , axis=1)\n",
    "Sylhet_data=Sylhet_data.rename(columns = {'Rainfall':'Station_Sylhet'})\n",
    "\n",
    "next_data=pd.merge(next_data, Sylhet_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 236,
   "metadata": {},
   "outputs": [],
   "source": [
    "Tangail_data=data_n[['Year', 'Month','Rainfall', 'Station_Tangail']]\n",
    "Tangail_data=Tangail_data.loc[Tangail_data[\"Station_Tangail\"]==1]\n",
    "Tangail_data=Tangail_data.drop(['Station_Tangail'] , axis=1)\n",
    "Tangail_data=Tangail_data.rename(columns = {'Rainfall':'Station_Tangail'})\n",
    "\n",
    "next_data=pd.merge(next_data, Tangail_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 237,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Year</th>\n",
       "      <th>Month</th>\n",
       "      <th>Rainfall</th>\n",
       "      <th>Station_Ambagan_ctg</th>\n",
       "      <th>Station_Barisal</th>\n",
       "      <th>Station_Bhola</th>\n",
       "      <th>Station_Bogra</th>\n",
       "      <th>Station_Chandpur</th>\n",
       "      <th>Station_Chittagong</th>\n",
       "      <th>Station_Comilla</th>\n",
       "      <th>...</th>\n",
       "      <th>Station_Rajshahi</th>\n",
       "      <th>Station_Rangamati</th>\n",
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       "      <th>Station_Sitakunda</th>\n",
       "      <th>Station_Srimangal</th>\n",
       "      <th>Station_Sylhet</th>\n",
       "      <th>Station_Tangail</th>\n",
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       "      <td>63.0</td>\n",
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       "      <td>5.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>22</td>\n",
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       "      <td>97.0</td>\n",
       "      <td>60.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
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       "      <td>2038</td>\n",
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       "      <td>150.0</td>\n",
       "      <td>59</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>327.0</td>\n",
       "      <td>296</td>\n",
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       "      <td>418.0</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970</td>\n",
       "      <td>7</td>\n",
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       "      <td>1041.0</td>\n",
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       "      <td>503.0</td>\n",
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       "      <td>1076.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970</td>\n",
       "      <td>8</td>\n",
       "      <td>7796</td>\n",
       "      <td>NaN</td>\n",
       "      <td>317</td>\n",
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       "      <td>172.0</td>\n",
       "      <td>405.0</td>\n",
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       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>326</td>\n",
       "      <td>440.0</td>\n",
       "      <td>597.0</td>\n",
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       "      <td>267.0</td>\n",
       "      <td>662.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970</td>\n",
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       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970</td>\n",
       "      <td>10</td>\n",
       "      <td>6521</td>\n",
       "      <td>NaN</td>\n",
       "      <td>253</td>\n",
       "      <td>288.0</td>\n",
       "      <td>164.0</td>\n",
       "      <td>238.0</td>\n",
       "      <td>380.0</td>\n",
       "      <td>284.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>155</td>\n",
       "      <td>39.0</td>\n",
       "      <td>428.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>213.0</td>\n",
       "      <td>608.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970</td>\n",
       "      <td>11</td>\n",
       "      <td>997</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90</td>\n",
       "      <td>9.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>109</td>\n",
       "      <td>5.0</td>\n",
       "      <td>148.0</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>31.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</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>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1971</td>\n",
       "      <td>1</td>\n",
       "      <td>147</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>...</td>\n",
       "      <td>22.0</td>\n",
       "      <td>5</td>\n",
       "      <td>12.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1971</td>\n",
       "      <td>2</td>\n",
       "      <td>87</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>...</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1971</td>\n",
       "      <td>3</td>\n",
       "      <td>71</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>62.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>103</td>\n",
       "      <td>0.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1971</td>\n",
       "      <td>4</td>\n",
       "      <td>373</td>\n",
       "      <td>NaN</td>\n",
       "      <td>104</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>103</td>\n",
       "      <td>0.0</td>\n",
       "      <td>159.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1971</td>\n",
       "      <td>5</td>\n",
       "      <td>1941</td>\n",
       "      <td>NaN</td>\n",
       "      <td>267</td>\n",
       "      <td>247.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63.0</td>\n",
       "      <td>46.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>133</td>\n",
       "      <td>0.0</td>\n",
       "      <td>263.0</td>\n",
       "      <td>93</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1971</td>\n",
       "      <td>6</td>\n",
       "      <td>8024</td>\n",
       "      <td>NaN</td>\n",
       "      <td>503</td>\n",
       "      <td>584.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>853.0</td>\n",
       "      <td>123.0</td>\n",
       "      <td>...</td>\n",
       "      <td>277.0</td>\n",
       "      <td>693</td>\n",
       "      <td>121.0</td>\n",
       "      <td>922.0</td>\n",
       "      <td>401</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>710.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1971</td>\n",
       "      <td>7</td>\n",
       "      <td>9841</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250</td>\n",
       "      <td>409.0</td>\n",
       "      <td>344.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>949.0</td>\n",
       "      <td>291.0</td>\n",
       "      <td>...</td>\n",
       "      <td>452.0</td>\n",
       "      <td>399</td>\n",
       "      <td>298.0</td>\n",
       "      <td>780.0</td>\n",
       "      <td>598</td>\n",
       "      <td>NaN</td>\n",
       "      <td>95.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1971</td>\n",
       "      <td>8</td>\n",
       "      <td>10674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>233</td>\n",
       "      <td>381.0</td>\n",
       "      <td>312.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>707.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>...</td>\n",
       "      <td>452.0</td>\n",
       "      <td>507</td>\n",
       "      <td>438.0</td>\n",
       "      <td>1113.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>212.0</td>\n",
       "      <td>571.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1971</td>\n",
       "      <td>9</td>\n",
       "      <td>6285</td>\n",
       "      <td>NaN</td>\n",
       "      <td>394</td>\n",
       "      <td>409.0</td>\n",
       "      <td>392.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>184.0</td>\n",
       "      <td>172.0</td>\n",
       "      <td>...</td>\n",
       "      <td>264.0</td>\n",
       "      <td>164</td>\n",
       "      <td>403.0</td>\n",
       "      <td>273.0</td>\n",
       "      <td>263</td>\n",
       "      <td>NaN</td>\n",
       "      <td>116.0</td>\n",
       "      <td>349.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1971</td>\n",
       "      <td>10</td>\n",
       "      <td>3480</td>\n",
       "      <td>NaN</td>\n",
       "      <td>152</td>\n",
       "      <td>107.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>59.0</td>\n",
       "      <td>166.0</td>\n",
       "      <td>...</td>\n",
       "      <td>81.0</td>\n",
       "      <td>72</td>\n",
       "      <td>250.0</td>\n",
       "      <td>260.0</td>\n",
       "      <td>198</td>\n",
       "      <td>NaN</td>\n",
       "      <td>249.0</td>\n",
       "      <td>259.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1971</td>\n",
       "      <td>11</td>\n",
       "      <td>2518</td>\n",
       "      <td>NaN</td>\n",
       "      <td>114</td>\n",
       "      <td>1283.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>57.0</td>\n",
       "      <td>...</td>\n",
       "      <td>86.0</td>\n",
       "      <td>41</td>\n",
       "      <td>49.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>99.0</td>\n",
       "      <td>85.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1971</td>\n",
       "      <td>12</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1972</td>\n",
       "      <td>1</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1972</td>\n",
       "      <td>2</td>\n",
       "      <td>427</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58</td>\n",
       "      <td>13.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>13.0</td>\n",
       "      <td>2</td>\n",
       "      <td>42.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>42.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1972</td>\n",
       "      <td>3</td>\n",
       "      <td>366</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1972</td>\n",
       "      <td>4</td>\n",
       "      <td>1949</td>\n",
       "      <td>NaN</td>\n",
       "      <td>121</td>\n",
       "      <td>59.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>87.0</td>\n",
       "      <td>117.0</td>\n",
       "      <td>...</td>\n",
       "      <td>19.0</td>\n",
       "      <td>37</td>\n",
       "      <td>31.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>234.0</td>\n",
       "      <td>445.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1972</td>\n",
       "      <td>5</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130</td>\n",
       "      <td>64.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.0</td>\n",
       "      <td>252.0</td>\n",
       "      <td>...</td>\n",
       "      <td>88.0</td>\n",
       "      <td>105</td>\n",
       "      <td>100.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>269.0</td>\n",
       "      <td>384.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>553</th>\n",
       "      <td>2014</td>\n",
       "      <td>7</td>\n",
       "      <td>12256</td>\n",
       "      <td>389.0</td>\n",
       "      <td>277</td>\n",
       "      <td>299.0</td>\n",
       "      <td>211.0</td>\n",
       "      <td>319.0</td>\n",
       "      <td>395.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>...</td>\n",
       "      <td>242.0</td>\n",
       "      <td>161</td>\n",
       "      <td>110.0</td>\n",
       "      <td>549.0</td>\n",
       "      <td>243</td>\n",
       "      <td>508.0</td>\n",
       "      <td>332.0</td>\n",
       "      <td>316.0</td>\n",
       "      <td>239.0</td>\n",
       "      <td>894.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>554</th>\n",
       "      <td>2014</td>\n",
       "      <td>8</td>\n",
       "      <td>14843</td>\n",
       "      <td>599.0</td>\n",
       "      <td>253</td>\n",
       "      <td>496.0</td>\n",
       "      <td>226.0</td>\n",
       "      <td>258.0</td>\n",
       "      <td>692.0</td>\n",
       "      <td>418.0</td>\n",
       "      <td>...</td>\n",
       "      <td>359.0</td>\n",
       "      <td>294</td>\n",
       "      <td>362.0</td>\n",
       "      <td>960.0</td>\n",
       "      <td>175</td>\n",
       "      <td>757.0</td>\n",
       "      <td>394.0</td>\n",
       "      <td>797.0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>1022.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>555</th>\n",
       "      <td>2014</td>\n",
       "      <td>9</td>\n",
       "      <td>11181</td>\n",
       "      <td>355.0</td>\n",
       "      <td>254</td>\n",
       "      <td>269.0</td>\n",
       "      <td>329.0</td>\n",
       "      <td>346.0</td>\n",
       "      <td>363.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>...</td>\n",
       "      <td>153.0</td>\n",
       "      <td>316</td>\n",
       "      <td>599.0</td>\n",
       "      <td>414.0</td>\n",
       "      <td>242</td>\n",
       "      <td>350.0</td>\n",
       "      <td>487.0</td>\n",
       "      <td>732.0</td>\n",
       "      <td>320.0</td>\n",
       "      <td>507.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>556</th>\n",
       "      <td>2014</td>\n",
       "      <td>10</td>\n",
       "      <td>2581</td>\n",
       "      <td>107.0</td>\n",
       "      <td>66</td>\n",
       "      <td>51.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>98.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>64.0</td>\n",
       "      <td>...</td>\n",
       "      <td>5.0</td>\n",
       "      <td>152</td>\n",
       "      <td>53.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>79</td>\n",
       "      <td>87.0</td>\n",
       "      <td>74.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>41.0</td>\n",
       "      <td>65.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>557</th>\n",
       "      <td>2014</td>\n",
       "      <td>11</td>\n",
       "      <td>50</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>30.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>558</th>\n",
       "      <td>2014</td>\n",
       "      <td>12</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>559</th>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>344</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0</td>\n",
       "      <td>25.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>59</td>\n",
       "      <td>3.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>560</th>\n",
       "      <td>2015</td>\n",
       "      <td>2</td>\n",
       "      <td>552</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24</td>\n",
       "      <td>10.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>29.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>...</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0</td>\n",
       "      <td>24.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>48.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>561</th>\n",
       "      <td>2015</td>\n",
       "      <td>3</td>\n",
       "      <td>719</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "      <td>42.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>18.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>...</td>\n",
       "      <td>39.0</td>\n",
       "      <td>52</td>\n",
       "      <td>15.0</td>\n",
       "      <td>17.0</td>\n",
       "      <td>32</td>\n",
       "      <td>5.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>14.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>562</th>\n",
       "      <td>2015</td>\n",
       "      <td>4</td>\n",
       "      <td>5900</td>\n",
       "      <td>292.0</td>\n",
       "      <td>135</td>\n",
       "      <td>96.0</td>\n",
       "      <td>202.0</td>\n",
       "      <td>175.0</td>\n",
       "      <td>218.0</td>\n",
       "      <td>206.0</td>\n",
       "      <td>...</td>\n",
       "      <td>144.0</td>\n",
       "      <td>238</td>\n",
       "      <td>123.0</td>\n",
       "      <td>188.0</td>\n",
       "      <td>167</td>\n",
       "      <td>168.0</td>\n",
       "      <td>376.0</td>\n",
       "      <td>539.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>111.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>563</th>\n",
       "      <td>2015</td>\n",
       "      <td>5</td>\n",
       "      <td>5751</td>\n",
       "      <td>110.0</td>\n",
       "      <td>72</td>\n",
       "      <td>76.0</td>\n",
       "      <td>220.0</td>\n",
       "      <td>160.0</td>\n",
       "      <td>92.0</td>\n",
       "      <td>187.0</td>\n",
       "      <td>...</td>\n",
       "      <td>177.0</td>\n",
       "      <td>130</td>\n",
       "      <td>298.0</td>\n",
       "      <td>182.0</td>\n",
       "      <td>16</td>\n",
       "      <td>209.0</td>\n",
       "      <td>511.0</td>\n",
       "      <td>747.0</td>\n",
       "      <td>158.0</td>\n",
       "      <td>127.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>564</th>\n",
       "      <td>2015</td>\n",
       "      <td>6</td>\n",
       "      <td>19576</td>\n",
       "      <td>699.0</td>\n",
       "      <td>641</td>\n",
       "      <td>707.0</td>\n",
       "      <td>310.0</td>\n",
       "      <td>675.0</td>\n",
       "      <td>713.0</td>\n",
       "      <td>286.0</td>\n",
       "      <td>...</td>\n",
       "      <td>285.0</td>\n",
       "      <td>562</td>\n",
       "      <td>524.0</td>\n",
       "      <td>764.0</td>\n",
       "      <td>226</td>\n",
       "      <td>761.0</td>\n",
       "      <td>230.0</td>\n",
       "      <td>857.0</td>\n",
       "      <td>498.0</td>\n",
       "      <td>1695.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>565</th>\n",
       "      <td>2015</td>\n",
       "      <td>7</td>\n",
       "      <td>28468</td>\n",
       "      <td>1466.0</td>\n",
       "      <td>785</td>\n",
       "      <td>743.0</td>\n",
       "      <td>213.0</td>\n",
       "      <td>872.0</td>\n",
       "      <td>1555.0</td>\n",
       "      <td>820.0</td>\n",
       "      <td>...</td>\n",
       "      <td>353.0</td>\n",
       "      <td>1035</td>\n",
       "      <td>234.0</td>\n",
       "      <td>1480.0</td>\n",
       "      <td>681</td>\n",
       "      <td>1304.0</td>\n",
       "      <td>579.0</td>\n",
       "      <td>644.0</td>\n",
       "      <td>408.0</td>\n",
       "      <td>1710.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>566</th>\n",
       "      <td>2015</td>\n",
       "      <td>8</td>\n",
       "      <td>15053</td>\n",
       "      <td>586.0</td>\n",
       "      <td>254</td>\n",
       "      <td>416.0</td>\n",
       "      <td>293.0</td>\n",
       "      <td>500.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>188.0</td>\n",
       "      <td>...</td>\n",
       "      <td>127.0</td>\n",
       "      <td>714</td>\n",
       "      <td>687.0</td>\n",
       "      <td>532.0</td>\n",
       "      <td>229</td>\n",
       "      <td>592.0</td>\n",
       "      <td>421.0</td>\n",
       "      <td>754.0</td>\n",
       "      <td>318.0</td>\n",
       "      <td>824.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>567</th>\n",
       "      <td>2015</td>\n",
       "      <td>9</td>\n",
       "      <td>12641</td>\n",
       "      <td>390.0</td>\n",
       "      <td>352</td>\n",
       "      <td>372.0</td>\n",
       "      <td>198.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>377.0</td>\n",
       "      <td>...</td>\n",
       "      <td>254.0</td>\n",
       "      <td>386</td>\n",
       "      <td>484.0</td>\n",
       "      <td>476.0</td>\n",
       "      <td>308</td>\n",
       "      <td>548.0</td>\n",
       "      <td>186.0</td>\n",
       "      <td>832.0</td>\n",
       "      <td>185.0</td>\n",
       "      <td>710.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>568</th>\n",
       "      <td>2015</td>\n",
       "      <td>10</td>\n",
       "      <td>4517</td>\n",
       "      <td>349.0</td>\n",
       "      <td>128</td>\n",
       "      <td>178.0</td>\n",
       "      <td>40.0</td>\n",
       "      <td>128.0</td>\n",
       "      <td>193.0</td>\n",
       "      <td>44.0</td>\n",
       "      <td>...</td>\n",
       "      <td>7.0</td>\n",
       "      <td>213</td>\n",
       "      <td>3.0</td>\n",
       "      <td>362.0</td>\n",
       "      <td>57</td>\n",
       "      <td>213.0</td>\n",
       "      <td>104.0</td>\n",
       "      <td>53.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>201.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>569</th>\n",
       "      <td>2015</td>\n",
       "      <td>11</td>\n",
       "      <td>328</td>\n",
       "      <td>4.0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>6.0</td>\n",
       "      <td>10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>44.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>570</th>\n",
       "      <td>2015</td>\n",
       "      <td>12</td>\n",
       "      <td>261</td>\n",
       "      <td>9.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>10.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>7</td>\n",
       "      <td>5.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>7.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>14.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>571</th>\n",
       "      <td>2016</td>\n",
       "      <td>1</td>\n",
       "      <td>230</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "      <td>2.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>...</td>\n",
       "      <td>42.0</td>\n",
       "      <td>3</td>\n",
       "      <td>12.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>572</th>\n",
       "      <td>2016</td>\n",
       "      <td>2</td>\n",
       "      <td>1331</td>\n",
       "      <td>17.0</td>\n",
       "      <td>31</td>\n",
       "      <td>31.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>47.0</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>85</td>\n",
       "      <td>0.0</td>\n",
       "      <td>13.0</td>\n",
       "      <td>136</td>\n",
       "      <td>285.0</td>\n",
       "      <td>131.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>15.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>573</th>\n",
       "      <td>2016</td>\n",
       "      <td>3</td>\n",
       "      <td>1563</td>\n",
       "      <td>65.0</td>\n",
       "      <td>8</td>\n",
       "      <td>24.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>77.0</td>\n",
       "      <td>72.0</td>\n",
       "      <td>...</td>\n",
       "      <td>25.0</td>\n",
       "      <td>11</td>\n",
       "      <td>123.0</td>\n",
       "      <td>161.0</td>\n",
       "      <td>7</td>\n",
       "      <td>55.0</td>\n",
       "      <td>94.0</td>\n",
       "      <td>134.0</td>\n",
       "      <td>26.0</td>\n",
       "      <td>20.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>574</th>\n",
       "      <td>2016</td>\n",
       "      <td>4</td>\n",
       "      <td>2734</td>\n",
       "      <td>36.0</td>\n",
       "      <td>51</td>\n",
       "      <td>34.0</td>\n",
       "      <td>28.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>118.0</td>\n",
       "      <td>...</td>\n",
       "      <td>175.0</td>\n",
       "      <td>29</td>\n",
       "      <td>49.0</td>\n",
       "      <td>34.0</td>\n",
       "      <td>14</td>\n",
       "      <td>65.0</td>\n",
       "      <td>303.0</td>\n",
       "      <td>1004.0</td>\n",
       "      <td>45.0</td>\n",
       "      <td>22.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>575</th>\n",
       "      <td>2016</td>\n",
       "      <td>5</td>\n",
       "      <td>11171</td>\n",
       "      <td>274.0</td>\n",
       "      <td>438</td>\n",
       "      <td>473.0</td>\n",
       "      <td>251.0</td>\n",
       "      <td>520.0</td>\n",
       "      <td>253.0</td>\n",
       "      <td>448.0</td>\n",
       "      <td>...</td>\n",
       "      <td>212.0</td>\n",
       "      <td>274</td>\n",
       "      <td>313.0</td>\n",
       "      <td>360.0</td>\n",
       "      <td>235</td>\n",
       "      <td>328.0</td>\n",
       "      <td>475.0</td>\n",
       "      <td>703.0</td>\n",
       "      <td>182.0</td>\n",
       "      <td>346.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>576</th>\n",
       "      <td>2016</td>\n",
       "      <td>6</td>\n",
       "      <td>10486</td>\n",
       "      <td>268.0</td>\n",
       "      <td>318</td>\n",
       "      <td>328.0</td>\n",
       "      <td>84.0</td>\n",
       "      <td>296.0</td>\n",
       "      <td>201.0</td>\n",
       "      <td>210.0</td>\n",
       "      <td>...</td>\n",
       "      <td>109.0</td>\n",
       "      <td>513</td>\n",
       "      <td>390.0</td>\n",
       "      <td>392.0</td>\n",
       "      <td>184</td>\n",
       "      <td>323.0</td>\n",
       "      <td>387.0</td>\n",
       "      <td>657.0</td>\n",
       "      <td>126.0</td>\n",
       "      <td>867.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>577</th>\n",
       "      <td>2016</td>\n",
       "      <td>7</td>\n",
       "      <td>18454</td>\n",
       "      <td>583.0</td>\n",
       "      <td>497</td>\n",
       "      <td>378.0</td>\n",
       "      <td>327.0</td>\n",
       "      <td>539.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>557.0</td>\n",
       "      <td>...</td>\n",
       "      <td>376.0</td>\n",
       "      <td>405</td>\n",
       "      <td>749.0</td>\n",
       "      <td>1095.0</td>\n",
       "      <td>226</td>\n",
       "      <td>631.0</td>\n",
       "      <td>185.0</td>\n",
       "      <td>531.0</td>\n",
       "      <td>359.0</td>\n",
       "      <td>1351.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>578</th>\n",
       "      <td>2016</td>\n",
       "      <td>8</td>\n",
       "      <td>12262</td>\n",
       "      <td>390.0</td>\n",
       "      <td>574</td>\n",
       "      <td>567.0</td>\n",
       "      <td>132.0</td>\n",
       "      <td>510.0</td>\n",
       "      <td>398.0</td>\n",
       "      <td>277.0</td>\n",
       "      <td>...</td>\n",
       "      <td>168.0</td>\n",
       "      <td>239</td>\n",
       "      <td>118.0</td>\n",
       "      <td>565.0</td>\n",
       "      <td>202</td>\n",
       "      <td>359.0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>396.0</td>\n",
       "      <td>101.0</td>\n",
       "      <td>920.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>579</th>\n",
       "      <td>2016</td>\n",
       "      <td>9</td>\n",
       "      <td>9020</td>\n",
       "      <td>386.0</td>\n",
       "      <td>286</td>\n",
       "      <td>277.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>151.0</td>\n",
       "      <td>323.0</td>\n",
       "      <td>143.0</td>\n",
       "      <td>...</td>\n",
       "      <td>170.0</td>\n",
       "      <td>214</td>\n",
       "      <td>285.0</td>\n",
       "      <td>434.0</td>\n",
       "      <td>131</td>\n",
       "      <td>378.0</td>\n",
       "      <td>207.0</td>\n",
       "      <td>561.0</td>\n",
       "      <td>141.0</td>\n",
       "      <td>512.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>580</th>\n",
       "      <td>2016</td>\n",
       "      <td>10</td>\n",
       "      <td>5972</td>\n",
       "      <td>157.0</td>\n",
       "      <td>55</td>\n",
       "      <td>173.0</td>\n",
       "      <td>107.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>249.0</td>\n",
       "      <td>111.0</td>\n",
       "      <td>...</td>\n",
       "      <td>95.0</td>\n",
       "      <td>139</td>\n",
       "      <td>120.0</td>\n",
       "      <td>431.0</td>\n",
       "      <td>167</td>\n",
       "      <td>217.0</td>\n",
       "      <td>227.0</td>\n",
       "      <td>158.0</td>\n",
       "      <td>124.0</td>\n",
       "      <td>208.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>581</th>\n",
       "      <td>2016</td>\n",
       "      <td>11</td>\n",
       "      <td>2973</td>\n",
       "      <td>96.0</td>\n",
       "      <td>92</td>\n",
       "      <td>173.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>135.0</td>\n",
       "      <td>89.0</td>\n",
       "      <td>190.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>120</td>\n",
       "      <td>0.0</td>\n",
       "      <td>255.0</td>\n",
       "      <td>40</td>\n",
       "      <td>109.0</td>\n",
       "      <td>228.0</td>\n",
       "      <td>108.0</td>\n",
       "      <td>4.0</td>\n",
       "      <td>53.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>582</th>\n",
       "      <td>2016</td>\n",
       "      <td>12</td>\n",
       "      <td>22</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</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>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>583 rows × 37 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Year  Month  Rainfall  Station_Ambagan_ctg  Station_Barisal  \\\n",
       "0    1970      1       367                  NaN                0   \n",
       "1    1970      2       531                  NaN               24   \n",
       "2    1970      3       484                  NaN                5   \n",
       "3    1970      4      2038                  NaN               91   \n",
       "4    1970      5      3598                  NaN              124   \n",
       "5    1970      6      9105                  NaN              408   \n",
       "6    1970      7     13796                  NaN              530   \n",
       "7    1970      8      7796                  NaN              317   \n",
       "8    1970      9      7400                  NaN              571   \n",
       "9    1970     10      6521                  NaN              253   \n",
       "10   1970     11       997                  NaN               90   \n",
       "11   1970     12         0                  NaN                0   \n",
       "12   1971      1       147                  NaN                7   \n",
       "13   1971      2        87                  NaN                1   \n",
       "14   1971      3        71                  NaN                0   \n",
       "15   1971      4       373                  NaN              104   \n",
       "16   1971      4       373                  NaN              104   \n",
       "17   1971      5      1941                  NaN              267   \n",
       "18   1971      6      8024                  NaN              503   \n",
       "19   1971      7      9841                  NaN              250   \n",
       "20   1971      8     10674                  NaN              233   \n",
       "21   1971      9      6285                  NaN              394   \n",
       "22   1971     10      3480                  NaN              152   \n",
       "23   1971     11      2518                  NaN              114   \n",
       "24   1971     12         1                  NaN                0   \n",
       "25   1972      1        21                  NaN                0   \n",
       "26   1972      2       427                  NaN               58   \n",
       "27   1972      3       366                  NaN                0   \n",
       "28   1972      4      1949                  NaN              121   \n",
       "29   1972      5      3038                  NaN              130   \n",
       "..    ...    ...       ...                  ...              ...   \n",
       "553  2014      7     12256                389.0              277   \n",
       "554  2014      8     14843                599.0              253   \n",
       "555  2014      9     11181                355.0              254   \n",
       "556  2014     10      2581                107.0               66   \n",
       "557  2014     11        50                  1.0                0   \n",
       "558  2014     12         2                  0.0                0   \n",
       "559  2015      1       344                  4.0                3   \n",
       "560  2015      2       552                  0.0               24   \n",
       "561  2015      3       719                 18.0               18   \n",
       "562  2015      4      5900                292.0              135   \n",
       "563  2015      5      5751                110.0               72   \n",
       "564  2015      6     19576                699.0              641   \n",
       "565  2015      7     28468               1466.0              785   \n",
       "566  2015      8     15053                586.0              254   \n",
       "567  2015      9     12641                390.0              352   \n",
       "568  2015     10      4517                349.0              128   \n",
       "569  2015     11       328                  4.0               19   \n",
       "570  2015     12       261                  9.0                3   \n",
       "571  2016      1       230                  2.0                1   \n",
       "572  2016      2      1331                 17.0               31   \n",
       "573  2016      3      1563                 65.0                8   \n",
       "574  2016      4      2734                 36.0               51   \n",
       "575  2016      5     11171                274.0              438   \n",
       "576  2016      6     10486                268.0              318   \n",
       "577  2016      7     18454                583.0              497   \n",
       "578  2016      8     12262                390.0              574   \n",
       "579  2016      9      9020                386.0              286   \n",
       "580  2016     10      5972                157.0               55   \n",
       "581  2016     11      2973                 96.0               92   \n",
       "582  2016     12        22                  0.0                0   \n",
       "\n",
       "     Station_Bhola  Station_Bogra  Station_Chandpur  Station_Chittagong  \\\n",
       "0              0.0            0.0               0.0                 1.0   \n",
       "1             26.0            0.0               0.0                20.0   \n",
       "2              4.0            0.0              13.0                 2.0   \n",
       "3             70.0            0.0              71.0                40.0   \n",
       "4             69.0          113.0              57.0               158.0   \n",
       "5            402.0          506.0             387.0               313.0   \n",
       "6            233.0          629.0             433.0              1041.0   \n",
       "7            287.0          171.0             172.0               405.0   \n",
       "8            503.0          201.0             208.0               317.0   \n",
       "9            288.0          164.0             238.0               380.0   \n",
       "10             9.0           10.0               1.0               151.0   \n",
       "11             0.0            0.0               0.0                 0.0   \n",
       "12             0.0           13.0               NaN                10.0   \n",
       "13             0.0            4.0               NaN                 0.0   \n",
       "14             0.0            8.0               NaN                 0.0   \n",
       "15             0.0            0.0               NaN                 2.0   \n",
       "16             0.0            0.0               NaN                 2.0   \n",
       "17           247.0            0.0               NaN                63.0   \n",
       "18           584.0            0.0               NaN               853.0   \n",
       "19           409.0          344.0               NaN               949.0   \n",
       "20           381.0          312.0               NaN               707.0   \n",
       "21           409.0          392.0               NaN               184.0   \n",
       "22           107.0          128.0               NaN                59.0   \n",
       "23          1283.0           41.0               NaN                 0.0   \n",
       "24             0.0            0.0               NaN                 0.0   \n",
       "25             0.0            3.0               NaN                 0.0   \n",
       "26            13.0           16.0               NaN                 2.0   \n",
       "27             0.0           14.0               NaN                 0.0   \n",
       "28            59.0            6.0               NaN                87.0   \n",
       "29            64.0          134.0               NaN                15.0   \n",
       "..             ...            ...               ...                 ...   \n",
       "553          299.0          211.0             319.0               395.0   \n",
       "554          496.0          226.0             258.0               692.0   \n",
       "555          269.0          329.0             346.0               363.0   \n",
       "556           51.0           64.0              98.0               104.0   \n",
       "557            0.0            0.0               1.0                 0.0   \n",
       "558            0.0            0.0               0.0                 0.0   \n",
       "559            1.0           12.0               3.0                 6.0   \n",
       "560           10.0           72.0              29.0                 0.0   \n",
       "561           42.0           21.0              11.0                18.0   \n",
       "562           96.0          202.0             175.0               218.0   \n",
       "563           76.0          220.0             160.0                92.0   \n",
       "564          707.0          310.0             675.0               713.0   \n",
       "565          743.0          213.0             872.0              1555.0   \n",
       "566          416.0          293.0             500.0               568.0   \n",
       "567          372.0          198.0             249.0               331.0   \n",
       "568          178.0           40.0             128.0               193.0   \n",
       "569            6.0            0.0               0.0                 7.0   \n",
       "570            2.0            0.0               2.0                12.0   \n",
       "571            2.0           15.0               0.0                 5.0   \n",
       "572           31.0            0.0              33.0                 6.0   \n",
       "573           24.0            2.0              12.0                77.0   \n",
       "574           34.0           28.0              19.0                39.0   \n",
       "575          473.0          251.0             520.0               253.0   \n",
       "576          328.0           84.0             296.0               201.0   \n",
       "577          378.0          327.0             539.0               568.0   \n",
       "578          567.0          132.0             510.0               398.0   \n",
       "579          277.0          135.0             151.0               323.0   \n",
       "580          173.0          107.0             135.0               249.0   \n",
       "581          173.0            0.0             135.0                89.0   \n",
       "582            0.0            0.0               0.0                 0.0   \n",
       "\n",
       "     Station_Comilla       ...        Station_Rajshahi  Station_Rangamati  \\\n",
       "0               20.0       ...                     NaN                  6   \n",
       "1                9.0       ...                     NaN                 54   \n",
       "2               63.0       ...                     NaN                 15   \n",
       "3              134.0       ...                     NaN                 38   \n",
       "4              187.0       ...                     NaN                111   \n",
       "5              129.0       ...                     NaN                274   \n",
       "6              546.0       ...                     NaN               1276   \n",
       "7              240.0       ...                     NaN                326   \n",
       "8               37.0       ...                     NaN                200   \n",
       "9              284.0       ...                     NaN                155   \n",
       "10              74.0       ...                     NaN                109   \n",
       "11               0.0       ...                     NaN                  0   \n",
       "12               5.0       ...                    22.0                  5   \n",
       "13              10.0       ...                    14.0                  0   \n",
       "14               0.0       ...                     0.0                  0   \n",
       "15               0.0       ...                     0.0                103   \n",
       "16               0.0       ...                     0.0                103   \n",
       "17              46.0       ...                     0.0                133   \n",
       "18             123.0       ...                   277.0                693   \n",
       "19             291.0       ...                   452.0                399   \n",
       "20             307.0       ...                   452.0                507   \n",
       "21             172.0       ...                   264.0                164   \n",
       "22             166.0       ...                    81.0                 72   \n",
       "23              57.0       ...                    86.0                 41   \n",
       "24               0.0       ...                     0.0                  1   \n",
       "25               0.0       ...                    10.0                  0   \n",
       "26               0.0       ...                    13.0                  2   \n",
       "27              15.0       ...                     0.0                  0   \n",
       "28             117.0       ...                    19.0                 37   \n",
       "29             252.0       ...                    88.0                105   \n",
       "..               ...       ...                     ...                ...   \n",
       "553            227.0       ...                   242.0                161   \n",
       "554            418.0       ...                   359.0                294   \n",
       "555            296.0       ...                   153.0                316   \n",
       "556             64.0       ...                     5.0                152   \n",
       "557              0.0       ...                     0.0                 10   \n",
       "558              0.0       ...                     0.0                  0   \n",
       "559              1.0       ...                    14.0                  0   \n",
       "560             24.0       ...                    14.0                  0   \n",
       "561             11.0       ...                    39.0                 52   \n",
       "562            206.0       ...                   144.0                238   \n",
       "563            187.0       ...                   177.0                130   \n",
       "564            286.0       ...                   285.0                562   \n",
       "565            820.0       ...                   353.0               1035   \n",
       "566            188.0       ...                   127.0                714   \n",
       "567            377.0       ...                   254.0                386   \n",
       "568             44.0       ...                     7.0                213   \n",
       "569              1.0       ...                     6.0                 10   \n",
       "570             10.0       ...                     1.0                  2   \n",
       "571              1.0       ...                    42.0                  3   \n",
       "572             47.0       ...                     3.0                 85   \n",
       "573             72.0       ...                    25.0                 11   \n",
       "574            118.0       ...                   175.0                 29   \n",
       "575            448.0       ...                   212.0                274   \n",
       "576            210.0       ...                   109.0                513   \n",
       "577            557.0       ...                   376.0                405   \n",
       "578            277.0       ...                   168.0                239   \n",
       "579            143.0       ...                   170.0                214   \n",
       "580            111.0       ...                    95.0                139   \n",
       "581            190.0       ...                     0.0                120   \n",
       "582              0.0       ...                     0.0                  0   \n",
       "\n",
       "     Station_Rangpur  Station_Sandwip  Station_Satkhira  Station_Sitakunda  \\\n",
       "0               29.0              0.0                 0                NaN   \n",
       "1                6.0             27.0                47                NaN   \n",
       "2                5.0             57.0                22                NaN   \n",
       "3               39.0            231.0                 4                NaN   \n",
       "4              162.0            150.0                59                NaN   \n",
       "5              527.0            327.0               296                NaN   \n",
       "6              503.0            812.0               356                NaN   \n",
       "7              440.0            597.0               274                NaN   \n",
       "8              242.0            282.0               377                NaN   \n",
       "9               39.0            428.0                 0                NaN   \n",
       "10               5.0            148.0                 9                NaN   \n",
       "11               0.0              0.0                 0                NaN   \n",
       "12              12.0              4.0                 0                NaN   \n",
       "13               2.0              1.0                 0                NaN   \n",
       "14               0.0              0.0                 0                NaN   \n",
       "15               0.0            159.0                 0                NaN   \n",
       "16               0.0            159.0                 0                NaN   \n",
       "17               0.0            263.0                93                NaN   \n",
       "18             121.0            922.0               401                NaN   \n",
       "19             298.0            780.0               598                NaN   \n",
       "20             438.0           1113.0                 0                NaN   \n",
       "21             403.0            273.0               263                NaN   \n",
       "22             250.0            260.0               198                NaN   \n",
       "23              49.0            175.0                 0                NaN   \n",
       "24               0.0              0.0                 0                NaN   \n",
       "25               4.0              0.0                 0                NaN   \n",
       "26              42.0             16.0                15                NaN   \n",
       "27              53.0             14.0                 0                NaN   \n",
       "28              31.0             45.0                 8                NaN   \n",
       "29             100.0            253.0                 0                NaN   \n",
       "..               ...              ...               ...                ...   \n",
       "553            110.0            549.0               243              508.0   \n",
       "554            362.0            960.0               175              757.0   \n",
       "555            599.0            414.0               242              350.0   \n",
       "556             53.0             58.0                79               87.0   \n",
       "557              0.0              3.0                 0                0.0   \n",
       "558              0.0              0.0                 0                0.0   \n",
       "559             25.0              3.0                59                3.0   \n",
       "560             24.0              0.0                10                0.0   \n",
       "561             15.0             17.0                32                5.0   \n",
       "562            123.0            188.0               167              168.0   \n",
       "563            298.0            182.0                16              209.0   \n",
       "564            524.0            764.0               226              761.0   \n",
       "565            234.0           1480.0               681             1304.0   \n",
       "566            687.0            532.0               229              592.0   \n",
       "567            484.0            476.0               308              548.0   \n",
       "568              3.0            362.0                57              213.0   \n",
       "569              0.0              7.0                 0                3.0   \n",
       "570              0.0             13.0                 7                5.0   \n",
       "571             12.0              3.0                 3                3.0   \n",
       "572              0.0             13.0               136              285.0   \n",
       "573            123.0            161.0                 7               55.0   \n",
       "574             49.0             34.0                14               65.0   \n",
       "575            313.0            360.0               235              328.0   \n",
       "576            390.0            392.0               184              323.0   \n",
       "577            749.0           1095.0               226              631.0   \n",
       "578            118.0            565.0               202              359.0   \n",
       "579            285.0            434.0               131              378.0   \n",
       "580            120.0            431.0               167              217.0   \n",
       "581              0.0            255.0                40              109.0   \n",
       "582              6.0              0.0                 0                0.0   \n",
       "\n",
       "     Station_Srimangal  Station_Sylhet  Station_Tangail  Station_Teknaf  \n",
       "0                 36.0            62.0              NaN             NaN  \n",
       "1                  6.0            65.0              NaN             NaN  \n",
       "2                 97.0            60.0              NaN             NaN  \n",
       "3                 79.0           466.0              NaN             NaN  \n",
       "4                 79.0           851.0              NaN             NaN  \n",
       "5                418.0           955.0              NaN             NaN  \n",
       "6                657.0          1076.0              NaN             NaN  \n",
       "7                267.0           662.0              NaN             NaN  \n",
       "8                420.0           622.0              NaN             NaN  \n",
       "9                213.0           608.0              NaN             NaN  \n",
       "10                31.0            47.0              NaN             NaN  \n",
       "11                 0.0             0.0              NaN             NaN  \n",
       "12                 4.0            22.0              NaN             NaN  \n",
       "13                 0.0             7.0              NaN             NaN  \n",
       "14                 0.0            62.0              NaN             NaN  \n",
       "15                 0.0             0.0              NaN             NaN  \n",
       "16                 0.0             0.0              NaN             NaN  \n",
       "17                 0.0            11.0              NaN             NaN  \n",
       "18                 0.0           710.0              NaN             NaN  \n",
       "19                95.0           510.0              NaN             NaN  \n",
       "20               212.0           571.0              NaN             NaN  \n",
       "21               116.0           349.0              NaN             NaN  \n",
       "22               249.0           259.0              NaN             NaN  \n",
       "23                99.0            85.0              NaN             NaN  \n",
       "24                 0.0             0.0              NaN             NaN  \n",
       "25                 0.0             4.0              NaN             NaN  \n",
       "26                42.0            40.0              NaN             NaN  \n",
       "27                90.0           110.0              NaN             NaN  \n",
       "28               234.0           445.0              NaN             NaN  \n",
       "29               269.0           384.0              NaN             NaN  \n",
       "..                 ...             ...              ...             ...  \n",
       "553              332.0           316.0            239.0           894.0  \n",
       "554              394.0           797.0            234.0          1022.0  \n",
       "555              487.0           732.0            320.0           507.0  \n",
       "556               74.0            33.0             41.0            65.0  \n",
       "557                0.0             0.0              0.0            30.0  \n",
       "558                0.0             0.0              0.0             1.0  \n",
       "559                5.0            16.0              0.0            11.0  \n",
       "560               48.0            40.0              8.0             0.0  \n",
       "561               26.0            28.0             14.0             0.0  \n",
       "562              376.0           539.0            253.0           111.0  \n",
       "563              511.0           747.0            158.0           127.0  \n",
       "564              230.0           857.0            498.0          1695.0  \n",
       "565              579.0           644.0            408.0          1710.0  \n",
       "566              421.0           754.0            318.0           824.0  \n",
       "567              186.0           832.0            185.0           710.0  \n",
       "568              104.0            53.0             26.0           201.0  \n",
       "569               21.0             4.0              0.0            44.0  \n",
       "570               11.0             7.0              3.0            14.0  \n",
       "571                2.0            11.0              8.0             0.0  \n",
       "572              131.0            28.0             15.0             0.0  \n",
       "573               94.0           134.0             26.0            20.0  \n",
       "574              303.0          1004.0             45.0            22.0  \n",
       "575              475.0           703.0            182.0           346.0  \n",
       "576              387.0           657.0            126.0           867.0  \n",
       "577              185.0           531.0            359.0          1351.0  \n",
       "578              307.0           396.0            101.0           920.0  \n",
       "579              207.0           561.0            141.0           512.0  \n",
       "580              227.0           158.0            124.0           208.0  \n",
       "581              228.0           108.0              4.0            53.0  \n",
       "582                0.0             5.0              0.0             0.0  \n",
       "\n",
       "[583 rows x 37 columns]"
      ]
     },
     "execution_count": 237,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Teknaf_data=data_n[['Year', 'Month','Rainfall', 'Station_Teknaf']]\n",
    "Teknaf_data=Teknaf_data.loc[Teknaf_data[\"Station_Teknaf\"]==1]\n",
    "Teknaf_data=Teknaf_data.drop(['Station_Teknaf'] , axis=1)\n",
    "Teknaf_data=Teknaf_data.rename(columns = {'Rainfall':'Station_Teknaf'})\n",
    "\n",
    "next_data=pd.merge(next_data, Teknaf_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "next_data\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 238,
   "metadata": {},
   "outputs": [],
   "source": [
    "#new_df=pd.merge(dftrf, next_data, how='left', left_on=['Year', 'Month'], right_on=['Year', 'Month'] )\n",
    "#new_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 241,
   "metadata": {},
   "outputs": [],
   "source": [
    "next_data.to_csv('out.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#barisal_data=data_n[['Year', 'Month', 'Station_Barisal']]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#barisal_data=barisal_data.groupby(['Year', 'Month']).sum()\n",
    "#barisal_data"
   ]
  }
 ],
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