2022-07-15 comparison between years temps.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "2e39addc",
   "metadata": {},
   "source": [
    "## comparison between temperatures in two separate years for a location"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "7a786ec4",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "from sqlalchemy import create_engine\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e9dff273",
   "metadata": {},
   "outputs": [],
   "source": [
    "creds = json.load(open('dbcreds.json','r'))\n",
    "engine = create_engine(f\"postgresql://{creds['DB_USER']}:{creds['DB_PW']}@{creds['DB_SERVER']}:{creds['DB_PORT']}/{creds['DB_DBNAME']}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "7159ab5c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# find a nice rural place"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "1f99ed4c",
   "metadata": {},
   "outputs": [],
   "source": [
    "lat1, lon1 = 20.4820,75.6120\n",
    "radiusKm = 40"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "dc951170",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "select sr, ST_Y(geometry) as lon, ST_X(geometry) as lat,\n",
      "ST_Distance(geometry::geography, ST_GeogFromText('SRID=4326;POINT(75.612 20.482)'))/1000 as distance\n",
      "from temp_grid\n",
      "where ST_DWithin(\n",
      "    geometry::geography, \n",
      "    ST_GeogFromText('SRID=4326;POINT(75.612 20.482)'), \n",
      "    40000 )\n",
      "order by ST_Distance(geometry, ST_GeomFromText('POINT(75.612 20.482)',4326));\n",
      "\n"
     ]
    }
   ],
   "source": [
    "s2 = f\"\"\"select sr, ST_Y(geometry) as lon, ST_X(geometry) as lat,\n",
    "ST_Distance(geometry::geography, ST_GeogFromText('SRID=4326;POINT({lon1} {lat1})'))/1000 as distance\n",
    "from temp_grid\n",
    "where ST_DWithin(\n",
    "    geometry::geography, \n",
    "    ST_GeogFromText('SRID=4326;POINT({lon1} {lat1})'), \n",
    "    {radiusKm*1000} )\n",
    "order by ST_Distance(geometry, ST_GeomFromText('POINT({lon1} {lat1})',4326));\n",
    "\"\"\"\n",
    "print(s2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "1e603cdc",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\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>sr</th>\n",
       "      <th>lon</th>\n",
       "      <th>lat</th>\n",
       "      <th>distance</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>492</td>\n",
       "      <td>20.5</td>\n",
       "      <td>75.5</td>\n",
       "      <td>11.852432</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    sr   lon   lat   distance\n",
       "0  492  20.5  75.5  11.852432"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df2 = pd.read_sql(s2, con=engine)\n",
    "df2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e778d346",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "29e77834",
   "metadata": {},
   "outputs": [],
   "source": [
    "lat2, lon2 = 20.50,75.50\n",
    "y1 = 1960\n",
    "y2 = 2020"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "09cd149d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "select year1, month1, data from imd_temp_data\n",
      "where year1 in (1960,2020)\n",
      "and ST_Y(geometry)=20.5\n",
      "and ST_X(geometry)=75.5\n",
      "order by year1, month1\n",
      "\n"
     ]
    }
   ],
   "source": [
    "s1 = f\"\"\"select year1, month1, data from imd_temp_data\n",
    "where year1 in ({y1},{y2})\n",
    "and ST_Y(geometry)={lat2}\n",
    "and ST_X(geometry)={lon2}\n",
    "order by year1, month1\n",
    "\"\"\"\n",
    "print(s1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "822122dc",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>year1</th>\n",
       "      <th>month1</th>\n",
       "      <th>data</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1960</td>\n",
       "      <td>1</td>\n",
       "      <td>{'1960-01-01': {'tmax': 30.3700008392334, 'tmi...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1960</td>\n",
       "      <td>2</td>\n",
       "      <td>{'1960-02-01': {'tmax': 32.65999984741211, 'tm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1960</td>\n",
       "      <td>3</td>\n",
       "      <td>{'1960-03-01': {'tmax': 34.369998931884766, 't...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1960</td>\n",
       "      <td>4</td>\n",
       "      <td>{'1960-04-01': {'tmax': 39.18000030517578, 'tm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1960</td>\n",
       "      <td>5</td>\n",
       "      <td>{'1960-05-01': {'tmax': 41.040000915527344, 't...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1960</td>\n",
       "      <td>6</td>\n",
       "      <td>{'1960-06-01': {'tmax': 36.72999954223633, 'tm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1960</td>\n",
       "      <td>7</td>\n",
       "      <td>{'1960-07-01': {'tmax': 31.75, 'tmin': 23.0799...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1960</td>\n",
       "      <td>8</td>\n",
       "      <td>{'1960-08-01': {'tmax': 28.850000381469727, 't...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1960</td>\n",
       "      <td>9</td>\n",
       "      <td>{'1960-09-01': {'tmax': 32.16999816894531, 'tm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1960</td>\n",
       "      <td>10</td>\n",
       "      <td>{'1960-10-01': {'tmax': 33.97999954223633, 'tm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1960</td>\n",
       "      <td>11</td>\n",
       "      <td>{'1960-11-01': {'tmax': 30.8799991607666, 'tmi...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1960</td>\n",
       "      <td>12</td>\n",
       "      <td>{'1960-12-01': {'tmax': 29.56999969482422, 'tm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>2020</td>\n",
       "      <td>1</td>\n",
       "      <td>{'2020-01-01': {'tmax': 26.034576416015625, 't...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>2020</td>\n",
       "      <td>2</td>\n",
       "      <td>{'2020-02-01': {'tmax': 27.47079086303711, 'tm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>2020</td>\n",
       "      <td>3</td>\n",
       "      <td>{'2020-03-01': {'tmax': 34.292396545410156, 't...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>2020</td>\n",
       "      <td>4</td>\n",
       "      <td>{'2020-04-01': {'tmax': 37.58951950073242, 'tm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>2020</td>\n",
       "      <td>5</td>\n",
       "      <td>{'2020-05-01': {'tmax': 41.769779205322266, 't...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>2020</td>\n",
       "      <td>6</td>\n",
       "      <td>{'2020-06-01': {'tmax': 36.23652648925781, 'tm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>2020</td>\n",
       "      <td>7</td>\n",
       "      <td>{'2020-07-01': {'tmax': 34.66730499267578, 'tm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>2020</td>\n",
       "      <td>8</td>\n",
       "      <td>{'2020-08-01': {'tmax': 32.99253845214844, 'tm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>2020</td>\n",
       "      <td>9</td>\n",
       "      <td>{'2020-09-01': {'tmax': 31.372098922729492, 't...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>2020</td>\n",
       "      <td>10</td>\n",
       "      <td>{'2020-10-01': {'tmax': 31.79762077331543, 'tm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>2020</td>\n",
       "      <td>11</td>\n",
       "      <td>{'2020-11-01': {'tmax': 32.0460205078125, 'tmi...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>2020</td>\n",
       "      <td>12</td>\n",
       "      <td>{'2020-12-01': {'tmax': 31.041196823120117, 't...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    year1  month1                                               data\n",
       "0    1960       1  {'1960-01-01': {'tmax': 30.3700008392334, 'tmi...\n",
       "1    1960       2  {'1960-02-01': {'tmax': 32.65999984741211, 'tm...\n",
       "2    1960       3  {'1960-03-01': {'tmax': 34.369998931884766, 't...\n",
       "3    1960       4  {'1960-04-01': {'tmax': 39.18000030517578, 'tm...\n",
       "4    1960       5  {'1960-05-01': {'tmax': 41.040000915527344, 't...\n",
       "5    1960       6  {'1960-06-01': {'tmax': 36.72999954223633, 'tm...\n",
       "6    1960       7  {'1960-07-01': {'tmax': 31.75, 'tmin': 23.0799...\n",
       "7    1960       8  {'1960-08-01': {'tmax': 28.850000381469727, 't...\n",
       "8    1960       9  {'1960-09-01': {'tmax': 32.16999816894531, 'tm...\n",
       "9    1960      10  {'1960-10-01': {'tmax': 33.97999954223633, 'tm...\n",
       "10   1960      11  {'1960-11-01': {'tmax': 30.8799991607666, 'tmi...\n",
       "11   1960      12  {'1960-12-01': {'tmax': 29.56999969482422, 'tm...\n",
       "12   2020       1  {'2020-01-01': {'tmax': 26.034576416015625, 't...\n",
       "13   2020       2  {'2020-02-01': {'tmax': 27.47079086303711, 'tm...\n",
       "14   2020       3  {'2020-03-01': {'tmax': 34.292396545410156, 't...\n",
       "15   2020       4  {'2020-04-01': {'tmax': 37.58951950073242, 'tm...\n",
       "16   2020       5  {'2020-05-01': {'tmax': 41.769779205322266, 't...\n",
       "17   2020       6  {'2020-06-01': {'tmax': 36.23652648925781, 'tm...\n",
       "18   2020       7  {'2020-07-01': {'tmax': 34.66730499267578, 'tm...\n",
       "19   2020       8  {'2020-08-01': {'tmax': 32.99253845214844, 'tm...\n",
       "20   2020       9  {'2020-09-01': {'tmax': 31.372098922729492, 't...\n",
       "21   2020      10  {'2020-10-01': {'tmax': 31.79762077331543, 'tm...\n",
       "22   2020      11  {'2020-11-01': {'tmax': 32.0460205078125, 'tmi...\n",
       "23   2020      12  {'2020-12-01': {'tmax': 31.041196823120117, 't..."
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1 = pd.read_sql(s1, con=engine)\n",
    "df1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "83011569",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "32a95c05",
   "metadata": {},
   "outputs": [],
   "source": [
    "tableY1 = []\n",
    "tableY2 = []\n",
    "for N,r in df1.iterrows():\n",
    "    if r['year1'] == y1:\n",
    "        for date1 in r['data'].keys():\n",
    "            row = r['data'][date1]\n",
    "            dt = date1.split('-')[-1]\n",
    "            mo = date1.split('-')[1]\n",
    "            trow = {'MD': f\"{mo}-{dt}\", 'y1_tmax':row.get('tmax',''),\n",
    "                'y1_tmin':row.get('tmin','') }\n",
    "            tableY1.append(trow)\n",
    "    elif r['year1'] == y2:\n",
    "         for date1 in r['data'].keys():\n",
    "            row = r['data'][date1]\n",
    "            dt = date1.split('-')[-1]\n",
    "            mo = date1.split('-')[1]\n",
    "            trow = {'MD': f\"{mo}-{dt}\", 'y2_tmax':row.get('tmax',''),\n",
    "                'y2_tmin':row.get('tmin','') }\n",
    "            tableY2.append(trow)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "fa9c90f1",
   "metadata": {},
   "outputs": [],
   "source": [
    "y1_df = pd.DataFrame(tableY1)\n",
    "y2_df = pd.DataFrame(tableY2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "62466de8",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>MD</th>\n",
       "      <th>y1_tmax</th>\n",
       "      <th>y1_tmin</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>01-01</td>\n",
       "      <td>30.370001</td>\n",
       "      <td>14.820000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>01-02</td>\n",
       "      <td>29.980000</td>\n",
       "      <td>16.940001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>01-03</td>\n",
       "      <td>27.620001</td>\n",
       "      <td>16.639999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>01-04</td>\n",
       "      <td>28.879999</td>\n",
       "      <td>17.170000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>01-05</td>\n",
       "      <td>28.750000</td>\n",
       "      <td>16.870001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>12-27</td>\n",
       "      <td>32.910000</td>\n",
       "      <td>14.590000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>12-28</td>\n",
       "      <td>32.290001</td>\n",
       "      <td>14.600000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>12-29</td>\n",
       "      <td>31.660000</td>\n",
       "      <td>14.670000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>12-30</td>\n",
       "      <td>31.440001</td>\n",
       "      <td>14.570000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>12-31</td>\n",
       "      <td>28.889999</td>\n",
       "      <td>14.980000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>366 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        MD    y1_tmax    y1_tmin\n",
       "0    01-01  30.370001  14.820000\n",
       "1    01-02  29.980000  16.940001\n",
       "2    01-03  27.620001  16.639999\n",
       "3    01-04  28.879999  17.170000\n",
       "4    01-05  28.750000  16.870001\n",
       "..     ...        ...        ...\n",
       "361  12-27  32.910000  14.590000\n",
       "362  12-28  32.290001  14.600000\n",
       "363  12-29  31.660000  14.670000\n",
       "364  12-30  31.440001  14.570000\n",
       "365  12-31  28.889999  14.980000\n",
       "\n",
       "[366 rows x 3 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y1_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "274486e4",
   "metadata": {},
   "outputs": [],
   "source": [
    "comdf1 = pd.merge(y1_df, y2_df, on='MD', how='inner')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "26ff5691",
   "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>MD</th>\n",
       "      <th>y1_tmax</th>\n",
       "      <th>y1_tmin</th>\n",
       "      <th>y2_tmax</th>\n",
       "      <th>y2_tmin</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>01-01</td>\n",
       "      <td>30.370001</td>\n",
       "      <td>14.820000</td>\n",
       "      <td>26.034576</td>\n",
       "      <td>14.154064</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>01-02</td>\n",
       "      <td>29.980000</td>\n",
       "      <td>16.940001</td>\n",
       "      <td>26.015392</td>\n",
       "      <td>15.587719</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>01-03</td>\n",
       "      <td>27.620001</td>\n",
       "      <td>16.639999</td>\n",
       "      <td>23.811193</td>\n",
       "      <td>15.447334</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>01-04</td>\n",
       "      <td>28.879999</td>\n",
       "      <td>17.170000</td>\n",
       "      <td>25.162399</td>\n",
       "      <td>13.214811</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>01-05</td>\n",
       "      <td>28.750000</td>\n",
       "      <td>16.870001</td>\n",
       "      <td>24.860918</td>\n",
       "      <td>11.508814</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>361</th>\n",
       "      <td>12-27</td>\n",
       "      <td>32.910000</td>\n",
       "      <td>14.590000</td>\n",
       "      <td>31.256884</td>\n",
       "      <td>13.761765</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>12-28</td>\n",
       "      <td>32.290001</td>\n",
       "      <td>14.600000</td>\n",
       "      <td>29.173279</td>\n",
       "      <td>13.559561</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>12-29</td>\n",
       "      <td>31.660000</td>\n",
       "      <td>14.670000</td>\n",
       "      <td>28.177170</td>\n",
       "      <td>12.093554</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>12-30</td>\n",
       "      <td>31.440001</td>\n",
       "      <td>14.570000</td>\n",
       "      <td>27.559723</td>\n",
       "      <td>13.258788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>12-31</td>\n",
       "      <td>28.889999</td>\n",
       "      <td>14.980000</td>\n",
       "      <td>28.677647</td>\n",
       "      <td>13.620577</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>366 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        MD    y1_tmax    y1_tmin    y2_tmax    y2_tmin\n",
       "0    01-01  30.370001  14.820000  26.034576  14.154064\n",
       "1    01-02  29.980000  16.940001  26.015392  15.587719\n",
       "2    01-03  27.620001  16.639999  23.811193  15.447334\n",
       "3    01-04  28.879999  17.170000  25.162399  13.214811\n",
       "4    01-05  28.750000  16.870001  24.860918  11.508814\n",
       "..     ...        ...        ...        ...        ...\n",
       "361  12-27  32.910000  14.590000  31.256884  13.761765\n",
       "362  12-28  32.290001  14.600000  29.173279  13.559561\n",
       "363  12-29  31.660000  14.670000  28.177170  12.093554\n",
       "364  12-30  31.440001  14.570000  27.559723  13.258788\n",
       "365  12-31  28.889999  14.980000  28.677647  13.620577\n",
       "\n",
       "[366 rows x 5 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "comdf1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c0deb913",
   "metadata": {},
   "source": [
    "## Visualization\n",
    "\n",
    "References:  \n",
    "- plotting multiple lines from https://www.geeksforgeeks.org/plot-multiple-lines-in-matplotlib/\n",
    "- controlling size from https://www.geeksforgeeks.org/change-plot-size-in-matplotlib-python/\n",
    "- ticks and grid lines from https://stackoverflow.com/questions/24943991/change-grid-interval-and-specify-tick-labels-in-matplotlib\n",
    "- labels, title from https://pythonbasics.org/matplotlib-line-chart\n",
    "\n",
    "for later:  \n",
    "- make it interactive: http://mpld3.github.io/examples/interactive_legend.html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "5960a2e2",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.ticker import (AutoMinorLocator, MultipleLocator)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "c4db381b",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# tmax, tmin of 2 yrs superimposed\n",
    "fig = plt.figure(figsize=(20, 10))\n",
    "ax = fig.add_subplot(1, 1, 1)\n",
    "\n",
    "# Set axis ranges; by default this will put major ticks every 25.\n",
    "# ax.set_xlim(0, 200)\n",
    "ax.set_ylim(0, 50)\n",
    "\n",
    "# Change major ticks to show every 20.\n",
    "ax.xaxis.set_major_locator(MultipleLocator(20))\n",
    "ax.yaxis.set_major_locator(MultipleLocator(5))\n",
    "\n",
    "# grid\n",
    "ax.grid(which='major', color='#CCCCCC', linestyle='--')\n",
    "\n",
    "plt.plot(comdf1['MD'],comdf1['y1_tmax'], label='Y1 max', color='blue')\n",
    "plt.plot(comdf1['MD'],comdf1['y2_tmax'], label='Y2 max', color='orange')\n",
    "\n",
    "plt.plot(comdf1['MD'],comdf1['y1_tmin'], label='Y1 min', color='green')\n",
    "plt.plot(comdf1['MD'],comdf1['y2_tmin'], label='Y2 min', color='red')\n",
    "\n",
    "plt.xlabel(\"MM-DD\")\n",
    "plt.ylabel(\"°C\")\n",
    "plt.title(f\"Min and max temps for {y2} and {y1}, for location {lat2},{lon2} from IMD Pune gridded weather dataset\")\n",
    "\n",
    "# plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "075ae720",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "6b439e60",
   "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>MD</th>\n",
       "      <th>y1_tmax</th>\n",
       "      <th>y1_tmin</th>\n",
       "      <th>y2_tmax</th>\n",
       "      <th>y2_tmin</th>\n",
       "      <th>diff_tmax</th>\n",
       "      <th>diff_tmin</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>01-01</td>\n",
       "      <td>30.370001</td>\n",
       "      <td>14.820000</td>\n",
       "      <td>26.034576</td>\n",
       "      <td>14.154064</td>\n",
       "      <td>-4.335424</td>\n",
       "      <td>-0.665936</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>01-02</td>\n",
       "      <td>29.980000</td>\n",
       "      <td>16.940001</td>\n",
       "      <td>26.015392</td>\n",
       "      <td>15.587719</td>\n",
       "      <td>-3.964607</td>\n",
       "      <td>-1.352282</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>01-03</td>\n",
       "      <td>27.620001</td>\n",
       "      <td>16.639999</td>\n",
       "      <td>23.811193</td>\n",
       "      <td>15.447334</td>\n",
       "      <td>-3.808807</td>\n",
       "      <td>-1.192665</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>01-04</td>\n",
       "      <td>28.879999</td>\n",
       "      <td>17.170000</td>\n",
       "      <td>25.162399</td>\n",
       "      <td>13.214811</td>\n",
       "      <td>-3.717600</td>\n",
       "      <td>-3.955189</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>01-05</td>\n",
       "      <td>28.750000</td>\n",
       "      <td>16.870001</td>\n",
       "      <td>24.860918</td>\n",
       "      <td>11.508814</td>\n",
       "      <td>-3.889082</td>\n",
       "      <td>-5.361187</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>361</th>\n",
       "      <td>12-27</td>\n",
       "      <td>32.910000</td>\n",
       "      <td>14.590000</td>\n",
       "      <td>31.256884</td>\n",
       "      <td>13.761765</td>\n",
       "      <td>-1.653116</td>\n",
       "      <td>-0.828236</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>12-28</td>\n",
       "      <td>32.290001</td>\n",
       "      <td>14.600000</td>\n",
       "      <td>29.173279</td>\n",
       "      <td>13.559561</td>\n",
       "      <td>-3.116722</td>\n",
       "      <td>-1.040440</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>12-29</td>\n",
       "      <td>31.660000</td>\n",
       "      <td>14.670000</td>\n",
       "      <td>28.177170</td>\n",
       "      <td>12.093554</td>\n",
       "      <td>-3.482830</td>\n",
       "      <td>-2.576446</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>12-30</td>\n",
       "      <td>31.440001</td>\n",
       "      <td>14.570000</td>\n",
       "      <td>27.559723</td>\n",
       "      <td>13.258788</td>\n",
       "      <td>-3.880278</td>\n",
       "      <td>-1.311212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>12-31</td>\n",
       "      <td>28.889999</td>\n",
       "      <td>14.980000</td>\n",
       "      <td>28.677647</td>\n",
       "      <td>13.620577</td>\n",
       "      <td>-0.212353</td>\n",
       "      <td>-1.359423</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>366 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        MD    y1_tmax    y1_tmin    y2_tmax    y2_tmin  diff_tmax  diff_tmin\n",
       "0    01-01  30.370001  14.820000  26.034576  14.154064  -4.335424  -0.665936\n",
       "1    01-02  29.980000  16.940001  26.015392  15.587719  -3.964607  -1.352282\n",
       "2    01-03  27.620001  16.639999  23.811193  15.447334  -3.808807  -1.192665\n",
       "3    01-04  28.879999  17.170000  25.162399  13.214811  -3.717600  -3.955189\n",
       "4    01-05  28.750000  16.870001  24.860918  11.508814  -3.889082  -5.361187\n",
       "..     ...        ...        ...        ...        ...        ...        ...\n",
       "361  12-27  32.910000  14.590000  31.256884  13.761765  -1.653116  -0.828236\n",
       "362  12-28  32.290001  14.600000  29.173279  13.559561  -3.116722  -1.040440\n",
       "363  12-29  31.660000  14.670000  28.177170  12.093554  -3.482830  -2.576446\n",
       "364  12-30  31.440001  14.570000  27.559723  13.258788  -3.880278  -1.311212\n",
       "365  12-31  28.889999  14.980000  28.677647  13.620577  -0.212353  -1.359423\n",
       "\n",
       "[366 rows x 7 columns]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# temp diff bw Y1, Y2\n",
    "comdf1['diff_tmax'] = comdf1['y2_tmax'] - comdf1['y1_tmax']\n",
    "comdf1['diff_tmin'] = comdf1['y2_tmin'] - comdf1['y1_tmin']\n",
    "comdf1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "e0007874",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(15, 6))\n",
    "ax = fig.add_subplot(1, 1, 1)\n",
    "\n",
    "# Change major ticks to show every 20.\n",
    "ax.xaxis.set_major_locator(MultipleLocator(100))\n",
    "ax.yaxis.set_major_locator(MultipleLocator(4))\n",
    "\n",
    "ax.xaxis.set_minor_locator(MultipleLocator(20))\n",
    "ax.yaxis.set_minor_locator(MultipleLocator(2))\n",
    "\n",
    "# grid\n",
    "ax.grid(which='major', color='#CCCCCC', linestyle='-')\n",
    "ax.grid(which='minor', color='#CCCCCC', linestyle=':')\n",
    "\n",
    "plt.plot(comdf1['MD'],comdf1['diff_tmax'], label='tmax temp diff')\n",
    "plt.plot(comdf1['MD'],comdf1['diff_tmin'], label='tmin temp dff')\n",
    "\n",
    "plt.xlabel(\"MM-DD\")\n",
    "plt.ylabel(\"temp difference\")\n",
    "plt.title(f\"Differences in min and max temps between {y2} and {y1} (latter minus former),\\n for location {lat2},{lon2} from IMD Pune gridded weather dataset\")\n",
    "\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "045fe6c1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-80.88626098632812"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# summing up the differences between max temps of 2020-1960\n",
    "comdf1['diff_tmax'].sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "74aa669f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "176.58288192749023"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# summing up the differences between min temps of 2020-1960\n",
    "comdf1['diff_tmin'].sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "1978e3e6",
   "metadata": {},
   "outputs": [],
   "source": [
    "# indicates that 2020's highs were lower than 1960's highs cumulatively,\n",
    "# and their lows were higher than 1960'w lows cumulatively"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "998cef56",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}