climateHackJuliette.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import time\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from geopy.geocoders import Nominatim\n",
    "import datetime\n",
    "from tensorflow.keras.models import Sequential\n",
    "from tensorflow.keras.layers import Dense, Activation, Dropout\n",
    "import pickle\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Prepare election data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/anaconda3/envs/GTAem/lib/python3.7/site-packages/IPython/core/interactiveshell.py:3057: DtypeWarning: Columns (10) have mixed types. Specify dtype option on import or set low_memory=False.\n",
      "  interactivity=interactivity, compiler=compiler, result=result)\n"
     ]
    }
   ],
   "source": [
    "df = pd.read_csv('data/HFER_e_lat_lon.csv', encoding = \"utf-8\",index_col = 'Election Date')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = df[pd.to_datetime(df.index) > pd.to_datetime('1994-01-01')]\n",
    "df= df[df['Province']=='Quebec']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "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>Election Type</th>\n",
       "      <th>Parliament</th>\n",
       "      <th>Province</th>\n",
       "      <th>Riding</th>\n",
       "      <th>Last Name</th>\n",
       "      <th>First Name</th>\n",
       "      <th>Gender</th>\n",
       "      <th>Occupation</th>\n",
       "      <th>Party</th>\n",
       "      <th>Votes</th>\n",
       "      <th>Votes (%)</th>\n",
       "      <th>Elected</th>\n",
       "      <th>City</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Election Date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1995-02-13</th>\n",
       "      <td>B/P</td>\n",
       "      <td>35</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BROME--MISSISQUOI</td>\n",
       "      <td>Paradis</td>\n",
       "      <td>Denis</td>\n",
       "      <td>NaN</td>\n",
       "      <td>lawyer</td>\n",
       "      <td>Liberal</td>\n",
       "      <td>19078</td>\n",
       "      <td>51.02</td>\n",
       "      <td>1</td>\n",
       "      <td>brome</td>\n",
       "      <td>45.189207</td>\n",
       "      <td>-72.562857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1995-02-13</th>\n",
       "      <td>B/P</td>\n",
       "      <td>35</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BROME--MISSISQUOI</td>\n",
       "      <td>Bertrand</td>\n",
       "      <td>Jean-François</td>\n",
       "      <td>NaN</td>\n",
       "      <td>communication consultant</td>\n",
       "      <td>Bloc Québécois</td>\n",
       "      <td>15764</td>\n",
       "      <td>42.16</td>\n",
       "      <td>0</td>\n",
       "      <td>brome</td>\n",
       "      <td>45.189207</td>\n",
       "      <td>-72.562857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1995-02-13</th>\n",
       "      <td>B/P</td>\n",
       "      <td>35</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BROME--MISSISQUOI</td>\n",
       "      <td>Lever</td>\n",
       "      <td>Guy</td>\n",
       "      <td>NaN</td>\n",
       "      <td>administrator</td>\n",
       "      <td>Progressive Conservative</td>\n",
       "      <td>1235</td>\n",
       "      <td>3.30</td>\n",
       "      <td>0</td>\n",
       "      <td>brome</td>\n",
       "      <td>45.189207</td>\n",
       "      <td>-72.562857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1995-02-13</th>\n",
       "      <td>B/P</td>\n",
       "      <td>35</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BROME--MISSISQUOI</td>\n",
       "      <td>Maheux</td>\n",
       "      <td>Line</td>\n",
       "      <td>NaN</td>\n",
       "      <td>marketing consultant</td>\n",
       "      <td>Reform Party of Canada</td>\n",
       "      <td>517</td>\n",
       "      <td>1.38</td>\n",
       "      <td>0</td>\n",
       "      <td>brome</td>\n",
       "      <td>45.189207</td>\n",
       "      <td>-72.562857</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1995-02-13</th>\n",
       "      <td>B/P</td>\n",
       "      <td>35</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BROME--MISSISQUOI</td>\n",
       "      <td>Vachon</td>\n",
       "      <td>Paul</td>\n",
       "      <td>NaN</td>\n",
       "      <td>retired</td>\n",
       "      <td>New Democratic Party</td>\n",
       "      <td>371</td>\n",
       "      <td>0.99</td>\n",
       "      <td>0</td>\n",
       "      <td>brome</td>\n",
       "      <td>45.189207</td>\n",
       "      <td>-72.562857</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              Election Type  Parliament Province             Riding Last Name  \\\n",
       "Election Date                                                                   \n",
       "1995-02-13              B/P          35   Quebec  BROME--MISSISQUOI   Paradis   \n",
       "1995-02-13              B/P          35   Quebec  BROME--MISSISQUOI  Bertrand   \n",
       "1995-02-13              B/P          35   Quebec  BROME--MISSISQUOI     Lever   \n",
       "1995-02-13              B/P          35   Quebec  BROME--MISSISQUOI    Maheux   \n",
       "1995-02-13              B/P          35   Quebec  BROME--MISSISQUOI    Vachon   \n",
       "\n",
       "                  First Name Gender                Occupation  \\\n",
       "Election Date                                                   \n",
       "1995-02-13             Denis    NaN                    lawyer   \n",
       "1995-02-13     Jean-François    NaN  communication consultant   \n",
       "1995-02-13               Guy    NaN             administrator   \n",
       "1995-02-13              Line    NaN      marketing consultant   \n",
       "1995-02-13              Paul    NaN                   retired   \n",
       "\n",
       "                                  Party  Votes  Votes (%)  Elected   City  \\\n",
       "Election Date                                                               \n",
       "1995-02-13                      Liberal  19078      51.02        1  brome   \n",
       "1995-02-13               Bloc Québécois  15764      42.16        0  brome   \n",
       "1995-02-13     Progressive Conservative   1235       3.30        0  brome   \n",
       "1995-02-13       Reform Party of Canada    517       1.38        0  brome   \n",
       "1995-02-13         New Democratic Party    371       0.99        0  brome   \n",
       "\n",
       "                     lat        lon  \n",
       "Election Date                        \n",
       "1995-02-13     45.189207 -72.562857  \n",
       "1995-02-13     45.189207 -72.562857  \n",
       "1995-02-13     45.189207 -72.562857  \n",
       "1995-02-13     45.189207 -72.562857  \n",
       "1995-02-13     45.189207 -72.562857  "
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "# give number for each major party or other\n",
    "def partyLabel (row):\n",
    "    if row['Party']=='Liberal':\n",
    "        return 0\n",
    "    elif (row['Party']=='Conservative' or row['Party']=='Progressive Conservative'or\n",
    "            row['Party']== 'Reform Party of Canada' or row['Party']== 'Reform'or\n",
    "         row['Party']== 'Canadian Alliance'or row['Party']=='Conservative Party of Canada'):\n",
    "        return 1\n",
    "    elif row['Party']=='New Democratic Party' or row['Party']== 'Co-operative Commonwealth Federation':\n",
    "        return 2\n",
    "    elif row['Party']=='Green Party of Canada':\n",
    "        return 3\n",
    "    elif row['Party']=='Bloc Québécois':\n",
    "        return 4\n",
    "    else:\n",
    "        return 5\n",
    "df['partyLabel']= df.apply (lambda row: partyLabel(row), axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1995-02-13\n",
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      "1995-02-13\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/anaconda3/envs/GTAem/lib/python3.7/site-packages/ipykernel_launcher.py:17: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n",
      "/anaconda3/envs/GTAem/lib/python3.7/site-packages/ipykernel_launcher.py:19: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2008-10-14\n",
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   ],
   "source": [
    "#dataframe with one row per riding per date\n",
    "parties=['Liberal','Conservative','NDP','Green','Bloc','Other']\n",
    "dfUnique=pd.DataFrame(columns=['Election Date', 'Province', 'Riding','lat','lon',\n",
    "                                'Results','Liberal','Conservative','NDP','Green','Bloc','Other'])\n",
    "prevRiding=''\n",
    "i=0\n",
    "for date, row in df.iterrows():\n",
    "    print(date)\n",
    "    percentVotes=row['Votes (%)']/100\n",
    "    if prevRiding != row['Riding']:\n",
    "        if i>2 and 0.98> sum(dfUnique['Results'][i]) >1.02:\n",
    "            print(\"!!! Sum of results is not 1!!!\", sum(dfUnique['Results'][i]),dfUnique['Election Date'][i],dfUnique['Riding'][i] )    \n",
    "        i+=1\n",
    "        Results=np.zeros(6)\n",
    "        Results[row['partyLabel']]+= percentVotes\n",
    "        dfUnique.loc[i]=[date,row['Province'],row['Riding'],row['lat'],row['lon'],Results,0,0,0,0,0,0]\n",
    "        dfUnique[parties[row['partyLabel']]][i]+=percentVotes\n",
    "    elif prevRiding == row['Riding']:\n",
    "        dfUnique[parties[row['partyLabel']]][i]+=percentVotes\n",
    "        dfUnique['Results'][i][row['partyLabel']]+=percentVotes\n",
    "    prevRiding=row['Riding']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "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>Election Date</th>\n",
       "      <th>Province</th>\n",
       "      <th>Riding</th>\n",
       "      <th>lat</th>\n",
       "      <th>lon</th>\n",
       "      <th>Results</th>\n",
       "      <th>Liberal</th>\n",
       "      <th>Conservative</th>\n",
       "      <th>NDP</th>\n",
       "      <th>Green</th>\n",
       "      <th>Bloc</th>\n",
       "      <th>Other</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1995-02-13</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BROME--MISSISQUOI</td>\n",
       "      <td>45.189207</td>\n",
       "      <td>-72.562857</td>\n",
       "      <td>[0.5102, 0.0468, 0.009899999999999999, 0.0027,...</td>\n",
       "      <td>0.5102</td>\n",
       "      <td>0.0468</td>\n",
       "      <td>0.0099</td>\n",
       "      <td>0.0027</td>\n",
       "      <td>0.4216</td>\n",
       "      <td>0.0088</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1995-02-13</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>SAINT-HENRI--WESTMOUNT</td>\n",
       "      <td>45.478460</td>\n",
       "      <td>-73.584618</td>\n",
       "      <td>[0.7591, 0.060599999999999994, 0.0177, 0.0128,...</td>\n",
       "      <td>0.7591</td>\n",
       "      <td>0.0606</td>\n",
       "      <td>0.0177</td>\n",
       "      <td>0.0128</td>\n",
       "      <td>0.1412</td>\n",
       "      <td>0.0085</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1996-03-25</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>LAC-SAINT-JEAN</td>\n",
       "      <td>48.583336</td>\n",
       "      <td>-72.004880</td>\n",
       "      <td>[0.21539999999999998, 0.014, 0.005, 0.0, 0.765...</td>\n",
       "      <td>0.2154</td>\n",
       "      <td>0.014</td>\n",
       "      <td>0.005</td>\n",
       "      <td>0</td>\n",
       "      <td>0.7656</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1996-03-25</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>PAPINEAU--SAINT-MICHEL</td>\n",
       "      <td>45.852553</td>\n",
       "      <td>-75.141481</td>\n",
       "      <td>[0.5920000000000001, 0.034, 0.0347, 0.0, 0.339...</td>\n",
       "      <td>0.592</td>\n",
       "      <td>0.034</td>\n",
       "      <td>0.0347</td>\n",
       "      <td>0</td>\n",
       "      <td>0.3393</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1996-03-25</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>SAINT-LAURENT--CARTIERVILLE</td>\n",
       "      <td>45.503270</td>\n",
       "      <td>-73.725448</td>\n",
       "      <td>[0.7927, 0.0424, 0.0079, 0.0, 0.14859999999999...</td>\n",
       "      <td>0.7927</td>\n",
       "      <td>0.0424</td>\n",
       "      <td>0.0079</td>\n",
       "      <td>0</td>\n",
       "      <td>0.1486</td>\n",
       "      <td>0.0085</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>ABITIBI</td>\n",
       "      <td>48.717724</td>\n",
       "      <td>-77.914273</td>\n",
       "      <td>[0.4375, 0.17, 0.023700000000000002, 0.0, 0.36...</td>\n",
       "      <td>0.4375</td>\n",
       "      <td>0.17</td>\n",
       "      <td>0.0237</td>\n",
       "      <td>0</td>\n",
       "      <td>0.3689</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>AHUNTSIC</td>\n",
       "      <td>45.559308</td>\n",
       "      <td>-73.652702</td>\n",
       "      <td>[0.4925, 0.1618, 0.0179, 0.0, 0.3177, 0.01]</td>\n",
       "      <td>0.4925</td>\n",
       "      <td>0.1618</td>\n",
       "      <td>0.0179</td>\n",
       "      <td>0</td>\n",
       "      <td>0.3177</td>\n",
       "      <td>0.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>ANJOU--RIVIÈRE-DES-PRAIRIES</td>\n",
       "      <td>45.618279</td>\n",
       "      <td>-73.596173</td>\n",
       "      <td>[0.4731, 0.1839, 0.0147, 0.0, 0.32380000000000...</td>\n",
       "      <td>0.4731</td>\n",
       "      <td>0.1839</td>\n",
       "      <td>0.0147</td>\n",
       "      <td>0</td>\n",
       "      <td>0.3238</td>\n",
       "      <td>0.0044</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>ARGENTEUIL--PAPINEAU</td>\n",
       "      <td>45.694524</td>\n",
       "      <td>-74.470787</td>\n",
       "      <td>[0.34020000000000006, 0.21539999999999998, 0.0...</td>\n",
       "      <td>0.3402</td>\n",
       "      <td>0.2154</td>\n",
       "      <td>0.0161</td>\n",
       "      <td>0</td>\n",
       "      <td>0.4087</td>\n",
       "      <td>0.0195</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BEAUCE</td>\n",
       "      <td>46.480187</td>\n",
       "      <td>-70.988292</td>\n",
       "      <td>[0.491, 0.20800000000000002, 0.0163, 0.0, 0.26...</td>\n",
       "      <td>0.491</td>\n",
       "      <td>0.208</td>\n",
       "      <td>0.0163</td>\n",
       "      <td>0</td>\n",
       "      <td>0.266</td>\n",
       "      <td>0.0187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BEAUHARNOIS--SALABERRY</td>\n",
       "      <td>45.313978</td>\n",
       "      <td>-73.875834</td>\n",
       "      <td>[0.3346, 0.2556, 0.0127, 0.0, 0.3972, 0.0]</td>\n",
       "      <td>0.3346</td>\n",
       "      <td>0.2556</td>\n",
       "      <td>0.0127</td>\n",
       "      <td>0</td>\n",
       "      <td>0.3972</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BEAUPORT--MONTMORENCY--ORLÉANS</td>\n",
       "      <td>46.859446</td>\n",
       "      <td>-71.193250</td>\n",
       "      <td>[0.271, 0.2737, 0.0173, 0.0, 0.4299, 0.0081999...</td>\n",
       "      <td>0.271</td>\n",
       "      <td>0.2737</td>\n",
       "      <td>0.0173</td>\n",
       "      <td>0</td>\n",
       "      <td>0.4299</td>\n",
       "      <td>0.0082</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BELLECHASSE--ETCHEMINS--MONTMAGNY--L'ISLET</td>\n",
       "      <td>46.681289</td>\n",
       "      <td>-70.748223</td>\n",
       "      <td>[0.3347, 0.31930000000000003, 0.0123, 0.0, 0.3...</td>\n",
       "      <td>0.3347</td>\n",
       "      <td>0.3193</td>\n",
       "      <td>0.0123</td>\n",
       "      <td>0</td>\n",
       "      <td>0.3336</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BERTHIER--MONTCALM</td>\n",
       "      <td>46.088606</td>\n",
       "      <td>-73.208304</td>\n",
       "      <td>[0.2426, 0.2147, 0.016200000000000003, 0.0, 0....</td>\n",
       "      <td>0.2426</td>\n",
       "      <td>0.2147</td>\n",
       "      <td>0.0162</td>\n",
       "      <td>0</td>\n",
       "      <td>0.5265</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BONAVENTURE--GASPÉ--ÎLES-DE-LA-MADELEINE--PABOK</td>\n",
       "      <td>48.044435</td>\n",
       "      <td>-65.492581</td>\n",
       "      <td>[0.408, 0.16260000000000002, 0.0168, 0.0, 0.41...</td>\n",
       "      <td>0.408</td>\n",
       "      <td>0.1626</td>\n",
       "      <td>0.0168</td>\n",
       "      <td>0</td>\n",
       "      <td>0.4126</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BOURASSA</td>\n",
       "      <td>45.554477</td>\n",
       "      <td>-73.668152</td>\n",
       "      <td>[0.5221, 0.1304, 0.0219, 0.0, 0.32549999999999...</td>\n",
       "      <td>0.5221</td>\n",
       "      <td>0.1304</td>\n",
       "      <td>0.0219</td>\n",
       "      <td>0</td>\n",
       "      <td>0.3255</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BROME--MISSISQUOI</td>\n",
       "      <td>45.189207</td>\n",
       "      <td>-72.562857</td>\n",
       "      <td>[0.42369999999999997, 0.2809, 0.0172, 0.0, 0.2...</td>\n",
       "      <td>0.4237</td>\n",
       "      <td>0.2809</td>\n",
       "      <td>0.0172</td>\n",
       "      <td>0</td>\n",
       "      <td>0.2783</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>BROSSARD--LA PRAIRIE</td>\n",
       "      <td>45.455483</td>\n",
       "      <td>-73.467890</td>\n",
       "      <td>[0.4664, 0.1887, 0.0171, 0.0, 0.32780000000000...</td>\n",
       "      <td>0.4664</td>\n",
       "      <td>0.1887</td>\n",
       "      <td>0.0171</td>\n",
       "      <td>0</td>\n",
       "      <td>0.3278</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>CHAMBLY</td>\n",
       "      <td>45.447390</td>\n",
       "      <td>-73.293200</td>\n",
       "      <td>[0.2655, 0.2228, 0.018799999999999997, 0.0, 0....</td>\n",
       "      <td>0.2655</td>\n",
       "      <td>0.2228</td>\n",
       "      <td>0.0188</td>\n",
       "      <td>0</td>\n",
       "      <td>0.4929</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>CHAMPLAIN</td>\n",
       "      <td>46.441406</td>\n",
       "      <td>-72.343941</td>\n",
       "      <td>[0.2747, 0.27190000000000003, 0.0134, 0.0, 0.4...</td>\n",
       "      <td>0.2747</td>\n",
       "      <td>0.2719</td>\n",
       "      <td>0.0134</td>\n",
       "      <td>0</td>\n",
       "      <td>0.44</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>CHARLESBOURG</td>\n",
       "      <td>46.895861</td>\n",
       "      <td>-71.291030</td>\n",
       "      <td>[0.3144, 0.2665, 0.0172, 0.0, 0.3845, 0.0173]</td>\n",
       "      <td>0.3144</td>\n",
       "      <td>0.2665</td>\n",
       "      <td>0.0172</td>\n",
       "      <td>0</td>\n",
       "      <td>0.3845</td>\n",
       "      <td>0.0173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>CHARLEVOIX</td>\n",
       "      <td>47.649345</td>\n",
       "      <td>-70.736221</td>\n",
       "      <td>[0.2693, 0.1764, 0.0124, 0.0, 0.5418, 0.0]</td>\n",
       "      <td>0.2693</td>\n",
       "      <td>0.1764</td>\n",
       "      <td>0.0124</td>\n",
       "      <td>0</td>\n",
       "      <td>0.5418</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>CHÂTEAUGUAY</td>\n",
       "      <td>45.361907</td>\n",
       "      <td>-73.752432</td>\n",
       "      <td>[0.33640000000000003, 0.195, 0.0139, 0.0, 0.45...</td>\n",
       "      <td>0.3364</td>\n",
       "      <td>0.195</td>\n",
       "      <td>0.0139</td>\n",
       "      <td>0</td>\n",
       "      <td>0.4547</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>CHICOUTIMI</td>\n",
       "      <td>48.337025</td>\n",
       "      <td>-71.123526</td>\n",
       "      <td>[0.1137, 0.43689999999999996, 0.02, 0.0, 0.429...</td>\n",
       "      <td>0.1137</td>\n",
       "      <td>0.4369</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0</td>\n",
       "      <td>0.4294</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>COMPTON--STANSTEAD</td>\n",
       "      <td>45.243228</td>\n",
       "      <td>-71.827927</td>\n",
       "      <td>[0.1998, 0.446, 0.0144, 0.0, 0.3289, 0.0108]</td>\n",
       "      <td>0.1998</td>\n",
       "      <td>0.446</td>\n",
       "      <td>0.0144</td>\n",
       "      <td>0</td>\n",
       "      <td>0.3289</td>\n",
       "      <td>0.0108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>DRUMMOND</td>\n",
       "      <td>45.865091</td>\n",
       "      <td>-72.452711</td>\n",
       "      <td>[0.23120000000000002, 0.3361, 0.01, 0.0, 0.422...</td>\n",
       "      <td>0.2312</td>\n",
       "      <td>0.3361</td>\n",
       "      <td>0.01</td>\n",
       "      <td>0</td>\n",
       "      <td>0.4226</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>FRONTENAC--MÉGANTIC</td>\n",
       "      <td>44.610290</td>\n",
       "      <td>-76.633042</td>\n",
       "      <td>[0.359, 0.2541, 0.006500000000000001, 0.0, 0.3...</td>\n",
       "      <td>0.359</td>\n",
       "      <td>0.2541</td>\n",
       "      <td>0.0065</td>\n",
       "      <td>0</td>\n",
       "      <td>0.371</td>\n",
       "      <td>0.0094</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>GATINEAU</td>\n",
       "      <td>45.457241</td>\n",
       "      <td>-75.723267</td>\n",
       "      <td>[0.4642, 0.2897, 0.018000000000000002, 0.0, 0....</td>\n",
       "      <td>0.4642</td>\n",
       "      <td>0.2897</td>\n",
       "      <td>0.018</td>\n",
       "      <td>0</td>\n",
       "      <td>0.209</td>\n",
       "      <td>0.0192</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>HOCHELAGA--MAISONNEUVE</td>\n",
       "      <td>45.540386</td>\n",
       "      <td>-73.541541</td>\n",
       "      <td>[0.3421, 0.1591, 0.0173, 0.0, 0.46020000000000...</td>\n",
       "      <td>0.3421</td>\n",
       "      <td>0.1591</td>\n",
       "      <td>0.0173</td>\n",
       "      <td>0</td>\n",
       "      <td>0.4602</td>\n",
       "      <td>0.0214</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>1997-06-02</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>HULL--AYLMER</td>\n",
       "      <td>45.437164</td>\n",
       "      <td>-75.724194</td>\n",
       "      <td>[0.5411, 0.1968, 0.0276, 0.0123, 0.2078, 0.0146]</td>\n",
       "      <td>0.5411</td>\n",
       "      <td>0.1968</td>\n",
       "      <td>0.0276</td>\n",
       "      <td>0.0123</td>\n",
       "      <td>0.2078</td>\n",
       "      <td>0.0146</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>366</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>NOTRE-DAME-DE-GRÂCE--LACHINE</td>\n",
       "      <td>45.467967</td>\n",
       "      <td>-73.628922</td>\n",
       "      <td>[0.4462, 0.16219999999999998, 0.1516, 0.0771, ...</td>\n",
       "      <td>0.4462</td>\n",
       "      <td>0.1622</td>\n",
       "      <td>0.1516</td>\n",
       "      <td>0.0771</td>\n",
       "      <td>0.1589</td>\n",
       "      <td>0.004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>367</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>OUTREMONT</td>\n",
       "      <td>45.518617</td>\n",
       "      <td>-73.606886</td>\n",
       "      <td>[0.3308, 0.10529999999999999, 0.3953, 0.0431, ...</td>\n",
       "      <td>0.3308</td>\n",
       "      <td>0.1053</td>\n",
       "      <td>0.3953</td>\n",
       "      <td>0.0431</td>\n",
       "      <td>0.1255</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>368</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>PAPINEAU</td>\n",
       "      <td>45.852553</td>\n",
       "      <td>-75.141481</td>\n",
       "      <td>[0.4147, 0.07629999999999999, 0.0874, 0.028399...</td>\n",
       "      <td>0.4147</td>\n",
       "      <td>0.0763</td>\n",
       "      <td>0.0874</td>\n",
       "      <td>0.0284</td>\n",
       "      <td>0.3869</td>\n",
       "      <td>0.0062</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>369</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>PIERREFONDS--DOLLARD</td>\n",
       "      <td>45.495508</td>\n",
       "      <td>-73.847175</td>\n",
       "      <td>[0.4694, 0.2583, 0.10550000000000001, 0.0691, ...</td>\n",
       "      <td>0.4694</td>\n",
       "      <td>0.2583</td>\n",
       "      <td>0.1055</td>\n",
       "      <td>0.0691</td>\n",
       "      <td>0.0953</td>\n",
       "      <td>0.0024</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>370</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>PONTIAC</td>\n",
       "      <td>46.589603</td>\n",
       "      <td>-77.278100</td>\n",
       "      <td>[0.2425, 0.3271, 0.1543, 0.0501, 0.2234, 0.0026]</td>\n",
       "      <td>0.2425</td>\n",
       "      <td>0.3271</td>\n",
       "      <td>0.1543</td>\n",
       "      <td>0.0501</td>\n",
       "      <td>0.2234</td>\n",
       "      <td>0.0026</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>371</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>PORTNEUF--JACQUES-CARTIER</td>\n",
       "      <td>46.994338</td>\n",
       "      <td>-72.005584</td>\n",
       "      <td>[0.16269999999999998, 0.0, 0.12689999999999999...</td>\n",
       "      <td>0.1627</td>\n",
       "      <td>0</td>\n",
       "      <td>0.1269</td>\n",
       "      <td>0.0323</td>\n",
       "      <td>0.3202</td>\n",
       "      <td>0.358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>372</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>QUÉBEC</td>\n",
       "      <td>46.825960</td>\n",
       "      <td>-71.235223</td>\n",
       "      <td>[0.1754, 0.2566, 0.1176, 0.0327, 0.41759999999...</td>\n",
       "      <td>0.1754</td>\n",
       "      <td>0.2566</td>\n",
       "      <td>0.1176</td>\n",
       "      <td>0.0327</td>\n",
       "      <td>0.4176</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>373</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>REPENTIGNY</td>\n",
       "      <td>45.732605</td>\n",
       "      <td>-73.452831</td>\n",
       "      <td>[0.1497, 0.1398, 0.1515, 0.0285, 0.5305, 0.0]</td>\n",
       "      <td>0.1497</td>\n",
       "      <td>0.1398</td>\n",
       "      <td>0.1515</td>\n",
       "      <td>0.0285</td>\n",
       "      <td>0.5305</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>374</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>RICHMOND--ARTHABASKA</td>\n",
       "      <td>45.650857</td>\n",
       "      <td>-60.853369</td>\n",
       "      <td>[0.127, 0.2902, 0.0868, 0.025699999999999997, ...</td>\n",
       "      <td>0.127</td>\n",
       "      <td>0.2902</td>\n",
       "      <td>0.0868</td>\n",
       "      <td>0.0257</td>\n",
       "      <td>0.4602</td>\n",
       "      <td>0.0101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>375</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>RIMOUSKI-NEIGETTE--TÉMISCOUATA--LES BASQUES</td>\n",
       "      <td>48.274273</td>\n",
       "      <td>-68.509585</td>\n",
       "      <td>[0.2009, 0.1827, 0.10339999999999999, 0.0163, ...</td>\n",
       "      <td>0.2009</td>\n",
       "      <td>0.1827</td>\n",
       "      <td>0.1034</td>\n",
       "      <td>0.0163</td>\n",
       "      <td>0.4469</td>\n",
       "      <td>0.0498</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>376</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>RIVIÈRE-DES-MILLE-ÎLES</td>\n",
       "      <td>45.656885</td>\n",
       "      <td>-73.764295</td>\n",
       "      <td>[0.1736, 0.195, 0.1326, 0.042, 0.4568, 0.0]</td>\n",
       "      <td>0.1736</td>\n",
       "      <td>0.195</td>\n",
       "      <td>0.1326</td>\n",
       "      <td>0.042</td>\n",
       "      <td>0.4568</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>377</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>RIVIÈRE-DU-NORD</td>\n",
       "      <td>45.840010</td>\n",
       "      <td>-74.002654</td>\n",
       "      <td>[0.1361, 0.1445, 0.1448, 0.0334, 0.5357, 0.005...</td>\n",
       "      <td>0.1361</td>\n",
       "      <td>0.1445</td>\n",
       "      <td>0.1448</td>\n",
       "      <td>0.0334</td>\n",
       "      <td>0.5357</td>\n",
       "      <td>0.0055</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>378</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>ROBERVAL--LAC-SAINT-JEAN</td>\n",
       "      <td>48.514785</td>\n",
       "      <td>-72.224808</td>\n",
       "      <td>[0.1009, 0.4354, 0.0471, 0.02, 0.3964999999999...</td>\n",
       "      <td>0.1009</td>\n",
       "      <td>0.4354</td>\n",
       "      <td>0.0471</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.3965</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>379</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>ROSEMONT--LA PETITE-PATRIE</td>\n",
       "      <td>45.531567</td>\n",
       "      <td>-73.597408</td>\n",
       "      <td>[0.1867, 0.0739, 0.16260000000000002, 0.045899...</td>\n",
       "      <td>0.1867</td>\n",
       "      <td>0.0739</td>\n",
       "      <td>0.1626</td>\n",
       "      <td>0.0459</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.0109</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>380</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>SAINT-BRUNO--SAINT-HUBERT</td>\n",
       "      <td>48.471931</td>\n",
       "      <td>-71.653028</td>\n",
       "      <td>[0.2225, 0.15380000000000002, 0.1354, 0.0384, ...</td>\n",
       "      <td>0.2225</td>\n",
       "      <td>0.1538</td>\n",
       "      <td>0.1354</td>\n",
       "      <td>0.0384</td>\n",
       "      <td>0.4499</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>381</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>SAINT-HYACINTHE--BAGOT</td>\n",
       "      <td>45.627484</td>\n",
       "      <td>-72.940636</td>\n",
       "      <td>[0.1386, 0.2125, 0.1401, 0.0351, 0.4736, 0.0]</td>\n",
       "      <td>0.1386</td>\n",
       "      <td>0.2125</td>\n",
       "      <td>0.1401</td>\n",
       "      <td>0.0351</td>\n",
       "      <td>0.4736</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>382</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>SAINT-JEAN</td>\n",
       "      <td>46.920619</td>\n",
       "      <td>-70.890240</td>\n",
       "      <td>[0.1765, 0.17370000000000002, 0.1035, 0.0404, ...</td>\n",
       "      <td>0.1765</td>\n",
       "      <td>0.1737</td>\n",
       "      <td>0.1035</td>\n",
       "      <td>0.0404</td>\n",
       "      <td>0.4961</td>\n",
       "      <td>0.0097</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>383</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>SAINT-LAMBERT</td>\n",
       "      <td>45.501620</td>\n",
       "      <td>-73.510298</td>\n",
       "      <td>[0.285, 0.15810000000000002, 0.1446, 0.0360000...</td>\n",
       "      <td>0.285</td>\n",
       "      <td>0.1581</td>\n",
       "      <td>0.1446</td>\n",
       "      <td>0.036</td>\n",
       "      <td>0.3763</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>384</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>SAINT-LAURENT--CARTIERVILLE</td>\n",
       "      <td>45.503270</td>\n",
       "      <td>-73.725448</td>\n",
       "      <td>[0.6172, 0.1721, 0.08990000000000001, 0.0, 0.1...</td>\n",
       "      <td>0.6172</td>\n",
       "      <td>0.1721</td>\n",
       "      <td>0.0899</td>\n",
       "      <td>0</td>\n",
       "      <td>0.1134</td>\n",
       "      <td>0.0074</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>385</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>SAINT-LÉONARD--SAINT-MICHEL</td>\n",
       "      <td>45.586710</td>\n",
       "      <td>-73.596949</td>\n",
       "      <td>[0.5726, 0.14880000000000002, 0.10679999999999...</td>\n",
       "      <td>0.5726</td>\n",
       "      <td>0.1488</td>\n",
       "      <td>0.1068</td>\n",
       "      <td>0.0281</td>\n",
       "      <td>0.1361</td>\n",
       "      <td>0.0076</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>386</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>SAINT-MAURICE--CHAMPLAIN</td>\n",
       "      <td>46.468842</td>\n",
       "      <td>-72.531052</td>\n",
       "      <td>[0.2102, 0.2389, 0.0776, 0.0337, 0.4396, 0.0]</td>\n",
       "      <td>0.2102</td>\n",
       "      <td>0.2389</td>\n",
       "      <td>0.0776</td>\n",
       "      <td>0.0337</td>\n",
       "      <td>0.4396</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>387</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>SHEFFORD</td>\n",
       "      <td>45.364256</td>\n",
       "      <td>-72.564558</td>\n",
       "      <td>[0.2138, 0.1963, 0.1251, 0.0366, 0.4282, 0.0]</td>\n",
       "      <td>0.2138</td>\n",
       "      <td>0.1963</td>\n",
       "      <td>0.1251</td>\n",
       "      <td>0.0366</td>\n",
       "      <td>0.4282</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>388</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>SHERBROOKE</td>\n",
       "      <td>45.403271</td>\n",
       "      <td>-71.889038</td>\n",
       "      <td>[0.1953, 0.1636, 0.1311, 0.0, 0.5008, 0.0092]</td>\n",
       "      <td>0.1953</td>\n",
       "      <td>0.1636</td>\n",
       "      <td>0.1311</td>\n",
       "      <td>0</td>\n",
       "      <td>0.5008</td>\n",
       "      <td>0.0092</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>389</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>TERREBONNE--BLAINVILLE</td>\n",
       "      <td>45.708101</td>\n",
       "      <td>-73.651516</td>\n",
       "      <td>[0.1653, 0.13970000000000002, 0.1346, 0.0317, ...</td>\n",
       "      <td>0.1653</td>\n",
       "      <td>0.1397</td>\n",
       "      <td>0.1346</td>\n",
       "      <td>0.0317</td>\n",
       "      <td>0.5235</td>\n",
       "      <td>0.0052</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>390</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>TROIS-RIVIÈRES</td>\n",
       "      <td>46.350800</td>\n",
       "      <td>-72.557126</td>\n",
       "      <td>[0.182, 0.24239999999999998, 0.091799999999999...</td>\n",
       "      <td>0.182</td>\n",
       "      <td>0.2424</td>\n",
       "      <td>0.0918</td>\n",
       "      <td>0.0311</td>\n",
       "      <td>0.4527</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>391</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>VAUDREUIL--SOULANGES</td>\n",
       "      <td>45.399423</td>\n",
       "      <td>-74.051462</td>\n",
       "      <td>[0.2133, 0.2369, 0.09630000000000001, 0.0401, ...</td>\n",
       "      <td>0.2133</td>\n",
       "      <td>0.2369</td>\n",
       "      <td>0.0963</td>\n",
       "      <td>0.0401</td>\n",
       "      <td>0.4134</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>392</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>VERCHÈRES--LES PATRIOTES</td>\n",
       "      <td>45.772785</td>\n",
       "      <td>-73.355442</td>\n",
       "      <td>[0.1634, 0.1426, 0.1545, 0.030899999999999997,...</td>\n",
       "      <td>0.1634</td>\n",
       "      <td>0.1426</td>\n",
       "      <td>0.1545</td>\n",
       "      <td>0.0309</td>\n",
       "      <td>0.5085</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>393</th>\n",
       "      <td>2008-10-14</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>WESTMOUNT--VILLE-MARIE</td>\n",
       "      <td>45.485733</td>\n",
       "      <td>-73.596395</td>\n",
       "      <td>[0.4647, 0.15810000000000002, 0.2293, 0.0704, ...</td>\n",
       "      <td>0.4647</td>\n",
       "      <td>0.1581</td>\n",
       "      <td>0.2293</td>\n",
       "      <td>0.0704</td>\n",
       "      <td>0.0726</td>\n",
       "      <td>0.005</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>394</th>\n",
       "      <td>2009-11-09</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>HOCHELAGA</td>\n",
       "      <td>45.540386</td>\n",
       "      <td>-73.541541</td>\n",
       "      <td>[0.1434, 0.10060000000000001, 0.196, 0.0326, 0...</td>\n",
       "      <td>0.1434</td>\n",
       "      <td>0.1006</td>\n",
       "      <td>0.196</td>\n",
       "      <td>0.0326</td>\n",
       "      <td>0.5116</td>\n",
       "      <td>0.0157</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>395</th>\n",
       "      <td>2009-11-09</td>\n",
       "      <td>Quebec</td>\n",
       "      <td>MONTMAGNY--L’ISLET--KAMOURASKA--RIVIÈRE-DU-LOUP</td>\n",
       "      <td>46.982633</td>\n",
       "      <td>-70.555916</td>\n",
       "      <td>[0.1322, 0.4267, 0.0478, 0.0166, 0.37670000000...</td>\n",
       "      <td>0.1322</td>\n",
       "      <td>0.4267</td>\n",
       "      <td>0.0478</td>\n",
       "      <td>0.0166</td>\n",
       "      <td>0.3767</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>395 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Election Date Province                                           Riding  \\\n",
       "1      1995-02-13   Quebec                                BROME--MISSISQUOI   \n",
       "2      1995-02-13   Quebec                           SAINT-HENRI--WESTMOUNT   \n",
       "3      1996-03-25   Quebec                                   LAC-SAINT-JEAN   \n",
       "4      1996-03-25   Quebec                           PAPINEAU--SAINT-MICHEL   \n",
       "5      1996-03-25   Quebec                      SAINT-LAURENT--CARTIERVILLE   \n",
       "6      1997-06-02   Quebec                                          ABITIBI   \n",
       "7      1997-06-02   Quebec                                         AHUNTSIC   \n",
       "8      1997-06-02   Quebec                      ANJOU--RIVIÈRE-DES-PRAIRIES   \n",
       "9      1997-06-02   Quebec                             ARGENTEUIL--PAPINEAU   \n",
       "10     1997-06-02   Quebec                                           BEAUCE   \n",
       "11     1997-06-02   Quebec                           BEAUHARNOIS--SALABERRY   \n",
       "12     1997-06-02   Quebec                   BEAUPORT--MONTMORENCY--ORLÉANS   \n",
       "13     1997-06-02   Quebec       BELLECHASSE--ETCHEMINS--MONTMAGNY--L'ISLET   \n",
       "14     1997-06-02   Quebec                               BERTHIER--MONTCALM   \n",
       "15     1997-06-02   Quebec  BONAVENTURE--GASPÉ--ÎLES-DE-LA-MADELEINE--PABOK   \n",
       "16     1997-06-02   Quebec                                         BOURASSA   \n",
       "17     1997-06-02   Quebec                                BROME--MISSISQUOI   \n",
       "18     1997-06-02   Quebec                             BROSSARD--LA PRAIRIE   \n",
       "19     1997-06-02   Quebec                                          CHAMBLY   \n",
       "20     1997-06-02   Quebec                                        CHAMPLAIN   \n",
       "21     1997-06-02   Quebec                                     CHARLESBOURG   \n",
       "22     1997-06-02   Quebec                                       CHARLEVOIX   \n",
       "23     1997-06-02   Quebec                                      CHÂTEAUGUAY   \n",
       "24     1997-06-02   Quebec                                       CHICOUTIMI   \n",
       "25     1997-06-02   Quebec                               COMPTON--STANSTEAD   \n",
       "26     1997-06-02   Quebec                                         DRUMMOND   \n",
       "27     1997-06-02   Quebec                              FRONTENAC--MÉGANTIC   \n",
       "28     1997-06-02   Quebec                                         GATINEAU   \n",
       "29     1997-06-02   Quebec                           HOCHELAGA--MAISONNEUVE   \n",
       "30     1997-06-02   Quebec                                     HULL--AYLMER   \n",
       "..            ...      ...                                              ...   \n",
       "366    2008-10-14   Quebec                     NOTRE-DAME-DE-GRÂCE--LACHINE   \n",
       "367    2008-10-14   Quebec                                        OUTREMONT   \n",
       "368    2008-10-14   Quebec                                         PAPINEAU   \n",
       "369    2008-10-14   Quebec                             PIERREFONDS--DOLLARD   \n",
       "370    2008-10-14   Quebec                                          PONTIAC   \n",
       "371    2008-10-14   Quebec                        PORTNEUF--JACQUES-CARTIER   \n",
       "372    2008-10-14   Quebec                                           QUÉBEC   \n",
       "373    2008-10-14   Quebec                                       REPENTIGNY   \n",
       "374    2008-10-14   Quebec                             RICHMOND--ARTHABASKA   \n",
       "375    2008-10-14   Quebec      RIMOUSKI-NEIGETTE--TÉMISCOUATA--LES BASQUES   \n",
       "376    2008-10-14   Quebec                           RIVIÈRE-DES-MILLE-ÎLES   \n",
       "377    2008-10-14   Quebec                                  RIVIÈRE-DU-NORD   \n",
       "378    2008-10-14   Quebec                         ROBERVAL--LAC-SAINT-JEAN   \n",
       "379    2008-10-14   Quebec                       ROSEMONT--LA PETITE-PATRIE   \n",
       "380    2008-10-14   Quebec                        SAINT-BRUNO--SAINT-HUBERT   \n",
       "381    2008-10-14   Quebec                           SAINT-HYACINTHE--BAGOT   \n",
       "382    2008-10-14   Quebec                                       SAINT-JEAN   \n",
       "383    2008-10-14   Quebec                                    SAINT-LAMBERT   \n",
       "384    2008-10-14   Quebec                      SAINT-LAURENT--CARTIERVILLE   \n",
       "385    2008-10-14   Quebec                      SAINT-LÉONARD--SAINT-MICHEL   \n",
       "386    2008-10-14   Quebec                         SAINT-MAURICE--CHAMPLAIN   \n",
       "387    2008-10-14   Quebec                                         SHEFFORD   \n",
       "388    2008-10-14   Quebec                                       SHERBROOKE   \n",
       "389    2008-10-14   Quebec                           TERREBONNE--BLAINVILLE   \n",
       "390    2008-10-14   Quebec                                   TROIS-RIVIÈRES   \n",
       "391    2008-10-14   Quebec                             VAUDREUIL--SOULANGES   \n",
       "392    2008-10-14   Quebec                         VERCHÈRES--LES PATRIOTES   \n",
       "393    2008-10-14   Quebec                           WESTMOUNT--VILLE-MARIE   \n",
       "394    2009-11-09   Quebec                                        HOCHELAGA   \n",
       "395    2009-11-09   Quebec  MONTMAGNY--L’ISLET--KAMOURASKA--RIVIÈRE-DU-LOUP   \n",
       "\n",
       "           lat        lon                                            Results  \\\n",
       "1    45.189207 -72.562857  [0.5102, 0.0468, 0.009899999999999999, 0.0027,...   \n",
       "2    45.478460 -73.584618  [0.7591, 0.060599999999999994, 0.0177, 0.0128,...   \n",
       "3    48.583336 -72.004880  [0.21539999999999998, 0.014, 0.005, 0.0, 0.765...   \n",
       "4    45.852553 -75.141481  [0.5920000000000001, 0.034, 0.0347, 0.0, 0.339...   \n",
       "5    45.503270 -73.725448  [0.7927, 0.0424, 0.0079, 0.0, 0.14859999999999...   \n",
       "6    48.717724 -77.914273  [0.4375, 0.17, 0.023700000000000002, 0.0, 0.36...   \n",
       "7    45.559308 -73.652702        [0.4925, 0.1618, 0.0179, 0.0, 0.3177, 0.01]   \n",
       "8    45.618279 -73.596173  [0.4731, 0.1839, 0.0147, 0.0, 0.32380000000000...   \n",
       "9    45.694524 -74.470787  [0.34020000000000006, 0.21539999999999998, 0.0...   \n",
       "10   46.480187 -70.988292  [0.491, 0.20800000000000002, 0.0163, 0.0, 0.26...   \n",
       "11   45.313978 -73.875834         [0.3346, 0.2556, 0.0127, 0.0, 0.3972, 0.0]   \n",
       "12   46.859446 -71.193250  [0.271, 0.2737, 0.0173, 0.0, 0.4299, 0.0081999...   \n",
       "13   46.681289 -70.748223  [0.3347, 0.31930000000000003, 0.0123, 0.0, 0.3...   \n",
       "14   46.088606 -73.208304  [0.2426, 0.2147, 0.016200000000000003, 0.0, 0....   \n",
       "15   48.044435 -65.492581  [0.408, 0.16260000000000002, 0.0168, 0.0, 0.41...   \n",
       "16   45.554477 -73.668152  [0.5221, 0.1304, 0.0219, 0.0, 0.32549999999999...   \n",
       "17   45.189207 -72.562857  [0.42369999999999997, 0.2809, 0.0172, 0.0, 0.2...   \n",
       "18   45.455483 -73.467890  [0.4664, 0.1887, 0.0171, 0.0, 0.32780000000000...   \n",
       "19   45.447390 -73.293200  [0.2655, 0.2228, 0.018799999999999997, 0.0, 0....   \n",
       "20   46.441406 -72.343941  [0.2747, 0.27190000000000003, 0.0134, 0.0, 0.4...   \n",
       "21   46.895861 -71.291030      [0.3144, 0.2665, 0.0172, 0.0, 0.3845, 0.0173]   \n",
       "22   47.649345 -70.736221         [0.2693, 0.1764, 0.0124, 0.0, 0.5418, 0.0]   \n",
       "23   45.361907 -73.752432  [0.33640000000000003, 0.195, 0.0139, 0.0, 0.45...   \n",
       "24   48.337025 -71.123526  [0.1137, 0.43689999999999996, 0.02, 0.0, 0.429...   \n",
       "25   45.243228 -71.827927       [0.1998, 0.446, 0.0144, 0.0, 0.3289, 0.0108]   \n",
       "26   45.865091 -72.452711  [0.23120000000000002, 0.3361, 0.01, 0.0, 0.422...   \n",
       "27   44.610290 -76.633042  [0.359, 0.2541, 0.006500000000000001, 0.0, 0.3...   \n",
       "28   45.457241 -75.723267  [0.4642, 0.2897, 0.018000000000000002, 0.0, 0....   \n",
       "29   45.540386 -73.541541  [0.3421, 0.1591, 0.0173, 0.0, 0.46020000000000...   \n",
       "30   45.437164 -75.724194   [0.5411, 0.1968, 0.0276, 0.0123, 0.2078, 0.0146]   \n",
       "..         ...        ...                                                ...   \n",
       "366  45.467967 -73.628922  [0.4462, 0.16219999999999998, 0.1516, 0.0771, ...   \n",
       "367  45.518617 -73.606886  [0.3308, 0.10529999999999999, 0.3953, 0.0431, ...   \n",
       "368  45.852553 -75.141481  [0.4147, 0.07629999999999999, 0.0874, 0.028399...   \n",
       "369  45.495508 -73.847175  [0.4694, 0.2583, 0.10550000000000001, 0.0691, ...   \n",
       "370  46.589603 -77.278100   [0.2425, 0.3271, 0.1543, 0.0501, 0.2234, 0.0026]   \n",
       "371  46.994338 -72.005584  [0.16269999999999998, 0.0, 0.12689999999999999...   \n",
       "372  46.825960 -71.235223  [0.1754, 0.2566, 0.1176, 0.0327, 0.41759999999...   \n",
       "373  45.732605 -73.452831      [0.1497, 0.1398, 0.1515, 0.0285, 0.5305, 0.0]   \n",
       "374  45.650857 -60.853369  [0.127, 0.2902, 0.0868, 0.025699999999999997, ...   \n",
       "375  48.274273 -68.509585  [0.2009, 0.1827, 0.10339999999999999, 0.0163, ...   \n",
       "376  45.656885 -73.764295        [0.1736, 0.195, 0.1326, 0.042, 0.4568, 0.0]   \n",
       "377  45.840010 -74.002654  [0.1361, 0.1445, 0.1448, 0.0334, 0.5357, 0.005...   \n",
       "378  48.514785 -72.224808  [0.1009, 0.4354, 0.0471, 0.02, 0.3964999999999...   \n",
       "379  45.531567 -73.597408  [0.1867, 0.0739, 0.16260000000000002, 0.045899...   \n",
       "380  48.471931 -71.653028  [0.2225, 0.15380000000000002, 0.1354, 0.0384, ...   \n",
       "381  45.627484 -72.940636      [0.1386, 0.2125, 0.1401, 0.0351, 0.4736, 0.0]   \n",
       "382  46.920619 -70.890240  [0.1765, 0.17370000000000002, 0.1035, 0.0404, ...   \n",
       "383  45.501620 -73.510298  [0.285, 0.15810000000000002, 0.1446, 0.0360000...   \n",
       "384  45.503270 -73.725448  [0.6172, 0.1721, 0.08990000000000001, 0.0, 0.1...   \n",
       "385  45.586710 -73.596949  [0.5726, 0.14880000000000002, 0.10679999999999...   \n",
       "386  46.468842 -72.531052      [0.2102, 0.2389, 0.0776, 0.0337, 0.4396, 0.0]   \n",
       "387  45.364256 -72.564558      [0.2138, 0.1963, 0.1251, 0.0366, 0.4282, 0.0]   \n",
       "388  45.403271 -71.889038      [0.1953, 0.1636, 0.1311, 0.0, 0.5008, 0.0092]   \n",
       "389  45.708101 -73.651516  [0.1653, 0.13970000000000002, 0.1346, 0.0317, ...   \n",
       "390  46.350800 -72.557126  [0.182, 0.24239999999999998, 0.091799999999999...   \n",
       "391  45.399423 -74.051462  [0.2133, 0.2369, 0.09630000000000001, 0.0401, ...   \n",
       "392  45.772785 -73.355442  [0.1634, 0.1426, 0.1545, 0.030899999999999997,...   \n",
       "393  45.485733 -73.596395  [0.4647, 0.15810000000000002, 0.2293, 0.0704, ...   \n",
       "394  45.540386 -73.541541  [0.1434, 0.10060000000000001, 0.196, 0.0326, 0...   \n",
       "395  46.982633 -70.555916  [0.1322, 0.4267, 0.0478, 0.0166, 0.37670000000...   \n",
       "\n",
       "    Liberal Conservative     NDP   Green    Bloc   Other  \n",
       "1    0.5102       0.0468  0.0099  0.0027  0.4216  0.0088  \n",
       "2    0.7591       0.0606  0.0177  0.0128  0.1412  0.0085  \n",
       "3    0.2154        0.014   0.005       0  0.7656       0  \n",
       "4     0.592        0.034  0.0347       0  0.3393       0  \n",
       "5    0.7927       0.0424  0.0079       0  0.1486  0.0085  \n",
       "6    0.4375         0.17  0.0237       0  0.3689       0  \n",
       "7    0.4925       0.1618  0.0179       0  0.3177    0.01  \n",
       "8    0.4731       0.1839  0.0147       0  0.3238  0.0044  \n",
       "9    0.3402       0.2154  0.0161       0  0.4087  0.0195  \n",
       "10    0.491        0.208  0.0163       0   0.266  0.0187  \n",
       "11   0.3346       0.2556  0.0127       0  0.3972       0  \n",
       "12    0.271       0.2737  0.0173       0  0.4299  0.0082  \n",
       "13   0.3347       0.3193  0.0123       0  0.3336       0  \n",
       "14   0.2426       0.2147  0.0162       0  0.5265       0  \n",
       "15    0.408       0.1626  0.0168       0  0.4126       0  \n",
       "16   0.5221       0.1304  0.0219       0  0.3255       0  \n",
       "17   0.4237       0.2809  0.0172       0  0.2783       0  \n",
       "18   0.4664       0.1887  0.0171       0  0.3278       0  \n",
       "19   0.2655       0.2228  0.0188       0  0.4929       0  \n",
       "20   0.2747       0.2719  0.0134       0    0.44       0  \n",
       "21   0.3144       0.2665  0.0172       0  0.3845  0.0173  \n",
       "22   0.2693       0.1764  0.0124       0  0.5418       0  \n",
       "23   0.3364        0.195  0.0139       0  0.4547       0  \n",
       "24   0.1137       0.4369    0.02       0  0.4294       0  \n",
       "25   0.1998        0.446  0.0144       0  0.3289  0.0108  \n",
       "26   0.2312       0.3361    0.01       0  0.4226       0  \n",
       "27    0.359       0.2541  0.0065       0   0.371  0.0094  \n",
       "28   0.4642       0.2897   0.018       0   0.209  0.0192  \n",
       "29   0.3421       0.1591  0.0173       0  0.4602  0.0214  \n",
       "30   0.5411       0.1968  0.0276  0.0123  0.2078  0.0146  \n",
       "..      ...          ...     ...     ...     ...     ...  \n",
       "366  0.4462       0.1622  0.1516  0.0771  0.1589   0.004  \n",
       "367  0.3308       0.1053  0.3953  0.0431  0.1255       0  \n",
       "368  0.4147       0.0763  0.0874  0.0284  0.3869  0.0062  \n",
       "369  0.4694       0.2583  0.1055  0.0691  0.0953  0.0024  \n",
       "370  0.2425       0.3271  0.1543  0.0501  0.2234  0.0026  \n",
       "371  0.1627            0  0.1269  0.0323  0.3202   0.358  \n",
       "372  0.1754       0.2566  0.1176  0.0327  0.4176       0  \n",
       "373  0.1497       0.1398  0.1515  0.0285  0.5305       0  \n",
       "374   0.127       0.2902  0.0868  0.0257  0.4602  0.0101  \n",
       "375  0.2009       0.1827  0.1034  0.0163  0.4469  0.0498  \n",
       "376  0.1736        0.195  0.1326   0.042  0.4568       0  \n",
       "377  0.1361       0.1445  0.1448  0.0334  0.5357  0.0055  \n",
       "378  0.1009       0.4354  0.0471    0.02  0.3965       0  \n",
       "379  0.1867       0.0739  0.1626  0.0459    0.52  0.0109  \n",
       "380  0.2225       0.1538  0.1354  0.0384  0.4499       0  \n",
       "381  0.1386       0.2125  0.1401  0.0351  0.4736       0  \n",
       "382  0.1765       0.1737  0.1035  0.0404  0.4961  0.0097  \n",
       "383   0.285       0.1581  0.1446   0.036  0.3763       0  \n",
       "384  0.6172       0.1721  0.0899       0  0.1134  0.0074  \n",
       "385  0.5726       0.1488  0.1068  0.0281  0.1361  0.0076  \n",
       "386  0.2102       0.2389  0.0776  0.0337  0.4396       0  \n",
       "387  0.2138       0.1963  0.1251  0.0366  0.4282       0  \n",
       "388  0.1953       0.1636  0.1311       0  0.5008  0.0092  \n",
       "389  0.1653       0.1397  0.1346  0.0317  0.5235  0.0052  \n",
       "390   0.182       0.2424  0.0918  0.0311  0.4527       0  \n",
       "391  0.2133       0.2369  0.0963  0.0401  0.4134       0  \n",
       "392  0.1634       0.1426  0.1545  0.0309  0.5085       0  \n",
       "393  0.4647       0.1581  0.2293  0.0704  0.0726   0.005  \n",
       "394  0.1434       0.1006   0.196  0.0326  0.5116  0.0157  \n",
       "395  0.1322       0.4267  0.0478  0.0166  0.3767       0  \n",
       "\n",
       "[395 rows x 12 columns]"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfUnique"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "395"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(dfUnique)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "#dfUnique.to_csv(\"data/VoteResultQc.csv\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Machine learning!\n",
    "#  build neural net"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 4229  4255  4264  4377  5217  5230  5248  5252  5274  5275  5313  5322\n",
      "  5325  5327  5339  5345  5348  5358  5361  5368  5389  5415  5429  5448\n",
      "  5484  5650  5669  5672  5686  5738  5779  8456  8536  8675  9029 10204\n",
      " 10761 10762 10791 10815 10843 10849 10872 10873 10898 10937 10966 10977\n",
      " 10982 26778 26798 26889 27194 27195 27294 27326 30172 42004 42013 42683\n",
      " 48374 48970 48971 49491 49648 51297 52080 52179 54599]\n",
      "[568154 579142 604005 617246 664222 297478 683488 712190 732368 750476\n",
      " 765876 313609 332694 381397 403950 429363 446070 484387 517472 536585\n",
      " 560172 777776 803833 824468 845740  48878  68327  79900  89535 244176\n",
      " 259940 105633 114591 123455 131468 140360 628055 636597 145283 275274\n",
      " 284521 153977 163030 645912 172285      0 181574   8686 655071 188954\n",
      " 197480  17813 206285 214602 222913  26344 230904 566992 293643  34316\n",
      " 294130  40486  43436  46366 234701 237133 239490 241507 243524]\n",
      "\n",
      "Nearest weather station is 0.01 degrees away..\n",
      "\n",
      "[-29.3        -22.8        -24.72857143   4.16128905   7.\n",
      "   5.80857143   5.04142857 -15.45        10.63966635   0.\n",
      "  20.65        16.06        -2.20410959  11.44350553   1.\n",
      "  19.40410959  28.95589041 -25.6        -25.3        -23.98571429\n",
      "   4.44407425   7.           6.50571429   5.78428571 -17.07666667\n",
      "   9.76523368   3.          20.90966667  16.62833333  -2.74\n",
      "  11.26151843   1.          18.728       26.56       -21.590625\n",
      " -27.590625   -23.01919643   5.42104742   6.           7.30857143\n",
      "   6.57142857 -18.490625     9.48454884   4.          21.095\n",
      "  18.78        -3.09336473  11.72825849   1.          19.86273973\n",
      "  26.67726027   0.           0.           1.14285714   2.4159335\n",
      "   0.           5.49714286   1.14285714   3.16         5.90240629\n",
      "   1.          19.908        3.16         3.46821918   6.4004733\n",
      "  13.          26.53178082   3.46821918]\n",
      "[0.5102 0.0468 0.0099 0.0027 0.4216 0.0088]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "[-20.         -19.5        -21.38571429   3.1293215    7.\n",
      "   3.23171429   5.84628571 -15.11333333   7.95062821   4.\n",
      "  15.14733333  15.55566667  -3.22702703  11.08137099   0.\n",
      "  16.73902703  24.94497297 -19.         -17.85       -20.43571429\n",
      "   3.59113137   7.           3.66671429   6.69028571 -15.765\n",
      "   7.22711503   6.          14.983       16.008       -3.39189189\n",
      "  11.17215962   1.          17.69189189  24.24810811 -17.8\n",
      " -26.7        -20.87142857   4.70340736   7.           6.42142857\n",
      "   6.20457143 -16.62666667   7.07327992   6.          15.28966667\n",
      "  16.22433333  -3.52648649  11.51277087   1.          18.23848649\n",
      "  23.81751351   0.           0.           1.24285714   2.23469854\n",
      "   0.           5.02714286   1.24285714   3.25166667   5.46410229\n",
      "   2.          18.53433333   3.25166667   2.40513514   5.34409885\n",
      "   8.          21.79086486   2.40513514]\n",
      "[0.7591 0.0606 0.0177 0.0128 0.1412 0.0085]\n",
      "\n",
      "Nearest weather station is 0.18 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-20.         -19.5        -21.38571429   3.1293215    7.\n",
      "   3.23171429   5.84628571 -15.11333333   7.95062821   4.\n",
      "  15.14733333  15.55566667  -3.22702703  11.08137099   0.\n",
      "  16.73902703  24.94497297 -19.         -17.85       -20.43571429\n",
      "   3.59113137   7.           3.66671429   6.69028571 -15.765\n",
      "   7.22711503   6.          14.983       16.008       -3.39189189\n",
      "  11.17215962   1.          17.69189189  24.24810811 -17.8\n",
      " -26.7        -20.87142857   4.70340736   7.           6.42142857\n",
      "   6.20457143 -16.62666667   7.07327992   6.          15.28966667\n",
      "  16.22433333  -3.52648649  11.51277087   1.          18.23848649\n",
      "  23.81751351   0.           0.           1.24285714   2.23469854\n",
      "   0.           5.02714286   1.24285714   3.25166667   5.46410229\n",
      "   2.          18.53433333   3.25166667   2.40513514   5.34409885\n",
      "   8.          21.79086486   2.40513514]\n",
      "[0.2154 0.014  0.005  0.     0.7656 0.    ]\n",
      "\n",
      "Nearest weather station is 0.57 degrees away..\n",
      "\n",
      "[-10.         -10.          -6.92857143   3.31046578   3.\n",
      "   4.42857143   4.01142857 -10.08333333   5.14956848   6.\n",
      "   8.08333333   8.91666667  -2.23424658  12.57930698   0.\n",
      "  20.73424658  29.44575342  -2.3         -8.1         -7.32857143\n",
      "   3.45779215   2.           4.92657143   5.63342857 -11.14333333\n",
      "   5.31806251   7.           9.55333333   9.09866667  -2.07945205\n",
      "  12.73976795   0.          20.15145205  29.00854795   5.5\n",
      "  -6.          -7.64285714   6.75443921   0.          12.66285714\n",
      "   7.32714286 -12.08333333   6.60565835   5.          15.84333333\n",
      "  10.12666667  -1.84109589  13.4160284    0.          21.34109589\n",
      "  28.65890411   1.           0.           1.71428571   1.90595201\n",
      "   1.           4.04571429   1.71428571   0.84         2.0838426\n",
      "   1.           8.           0.84         2.95150685   7.00115679\n",
      "  14.          30.80049315   2.95150685]\n",
      "[0.592  0.034  0.0347 0.     0.3393 0.    ]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ -2.1         -7.4         -5.47142857   2.66442933   2.\n",
      "   3.34142857   3.11657143  -9.98         4.90431103   7.\n",
      "   8.306        8.962       -1.53972603  12.18176583   0.\n",
      "  19.41972603  26.08827397   1.2         -8.5         -6.27142857\n",
      "   3.65541254   1.           7.12342857   4.60857143 -10.32666667\n",
      "   5.31588395   6.          11.17866667   9.39933333  -1.19356164\n",
      "  12.5594171    0.          19.53756164  26.75443836   4.5\n",
      "  -9.6         -7.08571429   5.98293492   0.          11.26771429\n",
      "   6.20628571 -10.65         6.36363366   4.          14.28\n",
      "  10.392       -0.9160274   13.14662701   0.          20.5520274\n",
      "  28.0239726    2.           0.           1.34285714   1.26361968\n",
      "   1.           2.34914286   1.34285714   0.67666667   1.08679447\n",
      "   2.           3.00733333   0.67666667   2.91863014   7.96466397\n",
      "  11.          32.83336986   2.91863014]\n",
      "[0.7927 0.0424 0.0079 0.     0.1486 0.0085]\n",
      "\n",
      "Nearest weather station is 0.67 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ -2.1         -7.4         -5.47142857   2.66442933   2.\n",
      "   3.34142857   3.11657143  -9.98         4.90431103   7.\n",
      "   8.306        8.962       -1.53972603  12.18176583   0.\n",
      "  19.41972603  26.08827397   1.2         -8.5         -6.27142857\n",
      "   3.65541254   1.           7.12342857   4.60857143 -10.32666667\n",
      "   5.31588395   6.          11.17866667   9.39933333  -1.19356164\n",
      "  12.5594171    0.          19.53756164  26.75443836   4.5\n",
      "  -9.6         -7.08571429   5.98293492   0.          11.26771429\n",
      "   6.20628571 -10.65         6.36363366   4.          14.28\n",
      "  10.392       -0.9160274   13.14662701   0.          20.5520274\n",
      "  28.0239726    2.           0.           1.34285714   1.26361968\n",
      "   1.           2.34914286   1.34285714   0.67666667   1.08679447\n",
      "   2.           3.00733333   0.67666667   2.91863014   7.96466397\n",
      "  11.          32.83336986   2.91863014]\n",
      "[0.4375 0.17   0.0237 0.     0.3689 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.4925 0.1618 0.0179 0.     0.3177 0.01  ]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[ 7.         11.          6.71428571  3.73073282  0.          4.28571429\n",
      "  6.47428571  3.71666667  3.4488726   2.          7.28333333  6.78166667\n",
      " -1.30849315 11.67666357  0.         17.30849315 26.93650685  8.59664804\n",
      "  9.79664804  8.33950519  1.71452379  6.          1.92714286  3.39285714\n",
      "  3.97664804  3.21054513  2.          6.175       5.89       -1.39855743\n",
      " 11.70365021  0.         18.19520548 24.19812785 10.          8.5\n",
      "  9.85714286  1.57467198  7.          2.58285714  2.29714286  4.11\n",
      "  3.89155924  1.          8.1         6.965      -1.55945205 12.05922326\n",
      "  0.         20.05945205 24.44054795  0.          0.          2.28571429\n",
      "  5.5988337   0.         12.75428571  2.28571429  1.64        3.60236959\n",
      "  1.         12.62        1.64        2.81232877  7.84178804  7.\n",
      " 23.19567123  2.81232877]\n",
      "[0.4731 0.1839 0.0147 0.     0.3238 0.0044]\n",
      "\n",
      "Nearest weather station is 0.21 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 6.8        10.3         5.22857143  4.83608882  0.          6.48142857\n",
      "  7.27857143  2.66666667  3.70570131  1.          8.69833333  8.22166667\n",
      " -1.67534247 12.17596758  2.         19.15534247 29.38465753  9.8\n",
      " 10.5         8.47142857  2.12583717  6.          2.01657143  4.02142857\n",
      "  3.99666667  3.21076142  4.          6.44533333  4.99666667 -1.20547945\n",
      " 11.97192939  0.         18.57747945 27.01452055 12.         10.\n",
      " 10.92857143  1.54523626  7.          1.57142857  2.80857143  4.58333333\n",
      "  4.3533193   0.          7.91666667  8.71333333 -1.45068493 12.29880408\n",
      "  0.         18.45068493 25.90931507  0.          0.          0.8\n",
      "  1.95959179  0.          4.464       0.8         1.06        1.81118746\n",
      "  2.          5.818       1.06        3.01369863  6.11745571  9.\n",
      " 26.86630137  3.01369863]\n",
      "[0.3402 0.2154 0.0161 0.     0.4087 0.0195]\n",
      "\n",
      "Nearest weather station is 0.96 degrees away..\n",
      "\n",
      "[ 3.66666667e+00  6.66666667e+00  3.30952381e+00  4.69585140e+00\n",
      "  0.00000000e+00  4.82714286e+00  9.22285714e+00 -1.66666667e-02\n",
      "  4.00725037e+00  0.00000000e+00  8.03833333e+00  6.67166667e+00\n",
      " -4.54155251e+00  1.15901677e+01  2.00000000e+00  1.73882192e+01\n",
      "  2.81517808e+01  5.30000000e+00  6.30000000e+00  4.50000000e+00\n",
      "  2.87103764e+00  0.00000000e+00  2.45800000e+00  6.18200000e+00\n",
      " -6.80000000e-01  3.91240761e+00  0.00000000e+00  7.47700000e+00\n",
      "  7.59500000e+00 -5.21109589e+00  1.13773425e+01  3.00000000e+00\n",
      "  1.74990959e+01  2.54689041e+01  5.80000000e+00  4.80000000e+00\n",
      "  4.58571429e+00  1.66598626e+00  3.00000000e+00  2.15428571e+00\n",
      "  3.16571429e+00 -2.41666667e+00  4.69518074e+00  0.00000000e+00\n",
      "  8.92666667e+00  8.97833333e+00 -6.96849315e+00  1.16409984e+01\n",
      "  3.00000000e+00  1.89484932e+01  2.67315068e+01  0.00000000e+00\n",
      "  4.00000000e-01  7.14285714e-01  1.59232855e+00  0.00000000e+00\n",
      "  3.63371429e+00  7.14285714e-01  2.84833333e+00  4.56826888e+00\n",
      "  1.00000000e+00  1.57051667e+01  2.84833333e+00  3.23767123e+00\n",
      "  6.20693261e+00  1.30000000e+01  2.78183288e+01  3.23767123e+00]\n",
      "[0.491  0.208  0.0163 0.     0.266  0.0187]\n",
      "\n",
      "Nearest weather station is 0.12 degrees away..\n",
      "\n",
      "[ 6.6         6.4         6.22857143  3.26308981  2.          4.13542857\n",
      "  6.19857143  3.15666667  3.12822456  2.          7.06933333  5.81166667\n",
      " -1.57845304 11.42310491  0.         16.45645304 28.43354696  8.5\n",
      "  7.5         8.15714286  1.87300915  6.          2.08885714  3.94714286\n",
      "  3.38        3.3662442   1.          6.659       5.98       -1.74088398\n",
      " 11.48323964  0.         17.41388398 25.78811602 10.5         8.7\n",
      " 10.22857143  1.58358931  7.          2.15342857  1.82257143  3.77\n",
      "  4.33167789  0.          8.543       8.18       -1.71712707 11.88051167\n",
      "  0.         18.81712707 25.21187293  0.          1.          2.82857143\n",
      "  6.52943102  0.         14.90342857  2.82857143  1.23333333  3.52650283\n",
      "  1.         14.11566667  1.23333333  4.18358534  8.21229224 16.\n",
      " 26.95041466  4.18358534]\n",
      "[0.3346 0.2556 0.0127 0.     0.3972 0.    ]\n",
      "\n",
      "Nearest weather station is 1.18 degrees away..\n",
      "\n",
      "[ 3.66666667e+00  6.66666667e+00  3.30952381e+00  4.69585140e+00\n",
      "  0.00000000e+00  4.82714286e+00  9.22285714e+00 -1.66666667e-02\n",
      "  4.00725037e+00  0.00000000e+00  8.03833333e+00  6.67166667e+00\n",
      " -4.54155251e+00  1.15901677e+01  2.00000000e+00  1.73882192e+01\n",
      "  2.81517808e+01  5.30000000e+00  6.30000000e+00  4.50000000e+00\n",
      "  2.87103764e+00  0.00000000e+00  2.45800000e+00  6.18200000e+00\n",
      " -6.80000000e-01  3.91240761e+00  0.00000000e+00  7.47700000e+00\n",
      "  7.59500000e+00 -5.21109589e+00  1.13773425e+01  3.00000000e+00\n",
      "  1.74990959e+01  2.54689041e+01  5.80000000e+00  4.80000000e+00\n",
      "  4.58571429e+00  1.66598626e+00  3.00000000e+00  2.15428571e+00\n",
      "  3.16571429e+00 -2.41666667e+00  4.69518074e+00  0.00000000e+00\n",
      "  8.92666667e+00  8.97833333e+00 -6.96849315e+00  1.16409984e+01\n",
      "  3.00000000e+00  1.89484932e+01  2.67315068e+01  0.00000000e+00\n",
      "  4.00000000e-01  7.14285714e-01  1.59232855e+00  0.00000000e+00\n",
      "  3.63371429e+00  7.14285714e-01  2.84833333e+00  4.56826888e+00\n",
      "  1.00000000e+00  1.57051667e+01  2.84833333e+00  3.23767123e+00\n",
      "  6.20693261e+00  1.30000000e+01  2.78183288e+01  3.23767123e+00]\n",
      "[0.271  0.2737 0.0173 0.     0.4299 0.0082]\n",
      "\n",
      "Nearest weather station is 1.22 degrees away..\n",
      "\n",
      "[ 3.66666667e+00  6.66666667e+00  3.30952381e+00  4.69585140e+00\n",
      "  0.00000000e+00  4.82714286e+00  9.22285714e+00 -1.66666667e-02\n",
      "  4.00725037e+00  0.00000000e+00  8.03833333e+00  6.67166667e+00\n",
      " -4.54155251e+00  1.15901677e+01  2.00000000e+00  1.73882192e+01\n",
      "  2.81517808e+01  5.30000000e+00  6.30000000e+00  4.50000000e+00\n",
      "  2.87103764e+00  0.00000000e+00  2.45800000e+00  6.18200000e+00\n",
      " -6.80000000e-01  3.91240761e+00  0.00000000e+00  7.47700000e+00\n",
      "  7.59500000e+00 -5.21109589e+00  1.13773425e+01  3.00000000e+00\n",
      "  1.74990959e+01  2.54689041e+01  5.80000000e+00  4.80000000e+00\n",
      "  4.58571429e+00  1.66598626e+00  3.00000000e+00  2.15428571e+00\n",
      "  3.16571429e+00 -2.41666667e+00  4.69518074e+00  0.00000000e+00\n",
      "  8.92666667e+00  8.97833333e+00 -6.96849315e+00  1.16409984e+01\n",
      "  3.00000000e+00  1.89484932e+01  2.67315068e+01  0.00000000e+00\n",
      "  4.00000000e-01  7.14285714e-01  1.59232855e+00  0.00000000e+00\n",
      "  3.63371429e+00  7.14285714e-01  2.84833333e+00  4.56826888e+00\n",
      "  1.00000000e+00  1.57051667e+01  2.84833333e+00  3.23767123e+00\n",
      "  6.20693261e+00  1.30000000e+01  2.78183288e+01  3.23767123e+00]\n",
      "[0.3347 0.3193 0.0123 0.     0.3336 0.    ]\n",
      "\n",
      "Nearest weather station is 0.17 degrees away..\n",
      "\n",
      "[ 8.         11.          6.85714286  4.28214137  0.          4.61285714\n",
      "  7.20714286  3.73333333  3.72320053  1.          7.62166667  7.50833333\n",
      " -1.30410959 11.69547903  0.         17.98410959 29.05589041  9.5\n",
      " 10.          8.84285714  2.0282696   6.          1.64514286  4.17485714\n",
      "  4.20333333  3.41803875  2.          6.23866667  6.18133333 -1.40520548\n",
      " 11.69709484  0.         18.27720548 24.45479452 11.3         9.3\n",
      " 11.08571429  1.62254524  7.          2.65428571  1.78571429  4.91666667\n",
      "  4.21046975  2.          8.59333333  8.03666667 -1.22356164 12.08041065\n",
      "  0.         19.02356164 25.47643836  0.          0.          0.64285714\n",
      "  1.57467198  0.          3.58714286  0.64285714  0.64333333  1.60907496\n",
      "  1.          5.20566667  0.64333333  3.03150685  7.49278515  8.\n",
      " 23.58449315  3.03150685]\n",
      "[0.2426 0.2147 0.0162 0.     0.5265 0.    ]\n",
      "\n",
      "Nearest weather station is 0.11 degrees away..\n",
      "\n",
      "[ 1.5         3.1         3.24285714  3.02506536  1.          5.95114286\n",
      "  3.40685714  2.52666667  2.23441765  1.          5.98733333  2.86866667\n",
      " -1.33561644 10.76058727  0.         17.01561644 23.65238356  4.4\n",
      "  5.3         5.6         1.97411825  1.          4.418       1.388\n",
      "  2.73333333  2.94191925  1.          6.89966667  4.51433333 -0.78109589\n",
      " 10.67273309  0.         17.64109589 23.04690411  7.5         7.7\n",
      "  8.11428571  2.31234487  5.          3.36771429  3.24828571  3.09333333\n",
      "  4.58293453  0.          8.31966667  6.86133333 -0.04438356 10.90858666\n",
      "  0.         19.95238356 23.91161644  0.          0.          1.72857143\n",
      "  3.65853768  0.          8.32542857  1.72857143  5.63        9.79183844\n",
      "  2.         25.641       5.63        3.04986301  6.39656318 16.\n",
      " 27.63813699  3.04986301]\n",
      "[0.408  0.1626 0.0168 0.     0.4126 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.5221 0.1304 0.0219 0.     0.3255 0.    ]\n",
      "\n",
      "Nearest weather station is 0.01 degrees away..\n",
      "\n",
      "[ 3.2         8.7         3.34285714  5.26927947  0.          5.82714286\n",
      "  7.96285714  1.41666667  4.00142336  0.          7.63833333  8.34666667\n",
      " -2.74520548 11.43461509  2.         17.94520548 28.09479452  5.7\n",
      "  7.5         4.92857143  2.88380418  0.          3.22942857  5.51857143\n",
      "  0.67        3.41761613  0.          7.327       6.6        -3.4490411\n",
      " 11.09506766  1.         16.9490411  26.0309589   8.409375    6.409375\n",
      "  6.69508929  1.97948664  5.          2.65428571  3.22571429  0.09270833\n",
      "  4.63588059  0.          9.02666667  8.66833333 -3.95911815 11.50558979\n",
      "  1.         18.72849315 26.63150685  0.          0.          0.57142857\n",
      "  1.39970842  0.          3.18857143  0.57142857  4.01333333  6.96944442\n",
      "  1.         23.93866667  4.01333333  3.76328767  6.56333278 13.\n",
      " 30.74071233  3.76328767]\n",
      "[0.4237 0.2809 0.0172 0.     0.2783 0.    ]\n",
      "\n",
      "Nearest weather station is 0.07 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 3.2         8.7         3.34285714  5.26927947  0.          5.82714286\n",
      "  7.96285714  1.41666667  4.00142336  0.          7.63833333  8.34666667\n",
      " -2.74520548 11.43461509  2.         17.94520548 28.09479452  5.7\n",
      "  7.5         4.92857143  2.88380418  0.          3.22942857  5.51857143\n",
      "  0.67        3.41761613  0.          7.327       6.6        -3.4490411\n",
      " 11.09506766  1.         16.9490411  26.0309589   8.409375    6.409375\n",
      "  6.69508929  1.97948664  5.          2.65428571  3.22571429  0.09270833\n",
      "  4.63588059  0.          9.02666667  8.66833333 -3.95911815 11.50558979\n",
      "  1.         18.72849315 26.63150685  0.          0.          0.57142857\n",
      "  1.39970842  0.          3.18857143  0.57142857  4.01333333  6.96944442\n",
      "  1.         23.93866667  4.01333333  3.76328767  6.56333278 13.\n",
      " 30.74071233  3.76328767]\n",
      "[0.4664 0.1887 0.0171 0.     0.3278 0.    ]\n",
      "\n",
      "Nearest weather station is 0.11 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 3.2         8.7         3.34285714  5.26927947  0.          5.82714286\n",
      "  7.96285714  1.41666667  4.00142336  0.          7.63833333  8.34666667\n",
      " -2.74520548 11.43461509  2.         17.94520548 28.09479452  5.7\n",
      "  7.5         4.92857143  2.88380418  0.          3.22942857  5.51857143\n",
      "  0.67        3.41761613  0.          7.327       6.6        -3.4490411\n",
      " 11.09506766  1.         16.9490411  26.0309589   8.409375    6.409375\n",
      "  6.69508929  1.97948664  5.          2.65428571  3.22571429  0.09270833\n",
      "  4.63588059  0.          9.02666667  8.66833333 -3.95911815 11.50558979\n",
      "  1.         18.72849315 26.63150685  0.          0.          0.57142857\n",
      "  1.39970842  0.          3.18857143  0.57142857  4.01333333  6.96944442\n",
      "  1.         23.93866667  4.01333333  3.76328767  6.56333278 13.\n",
      " 30.74071233  3.76328767]\n",
      "[0.2655 0.2228 0.0188 0.     0.4929 0.    ]\n",
      "\n",
      "Nearest weather station is 0.57 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 5.8        10.3         7.51428571  4.38224619  1.          5.69571429\n",
      "  7.82428571  3.92        3.85066228  2.          8.945       6.62\n",
      " -0.74630137 11.98316485  1.         18.22630137 31.13369863  8.4\n",
      "  9.6         9.12857143  2.47138728  6.          2.75342857  4.95857143\n",
      "  4.09666667  3.69129456  2.          7.71633333  7.68166667 -0.75890411\n",
      " 11.57291164  0.         17.96690411 27.19309589 10.3         8.3\n",
      " 10.08571429  1.62254524  7.          2.62428571  2.25571429  3.61666667\n",
      "  4.39219636  0.          8.74833333  9.51166667 -1.39041096 11.62997031\n",
      "  0.         18.37041096 26.66958904  0.          0.          1.57142857\n",
      "  3.84919817  0.          8.76857143  1.57142857  2.25        4.2789991\n",
      "  1.         14.288       2.25        3.27917808  6.67753579 15.\n",
      " 28.76082192  3.27917808]\n",
      "[0.2747 0.2719 0.0134 0.     0.44   0.    ]\n",
      "\n",
      "Nearest weather station is 1.18 degrees away..\n",
      "\n",
      "[ 3.66666667e+00  6.66666667e+00  3.30952381e+00  4.69585140e+00\n",
      "  0.00000000e+00  4.82714286e+00  9.22285714e+00 -1.66666667e-02\n",
      "  4.00725037e+00  0.00000000e+00  8.03833333e+00  6.67166667e+00\n",
      " -4.54155251e+00  1.15901677e+01  2.00000000e+00  1.73882192e+01\n",
      "  2.81517808e+01  5.30000000e+00  6.30000000e+00  4.50000000e+00\n",
      "  2.87103764e+00  0.00000000e+00  2.45800000e+00  6.18200000e+00\n",
      " -6.80000000e-01  3.91240761e+00  0.00000000e+00  7.47700000e+00\n",
      "  7.59500000e+00 -5.21109589e+00  1.13773425e+01  3.00000000e+00\n",
      "  1.74990959e+01  2.54689041e+01  5.80000000e+00  4.80000000e+00\n",
      "  4.58571429e+00  1.66598626e+00  3.00000000e+00  2.15428571e+00\n",
      "  3.16571429e+00 -2.41666667e+00  4.69518074e+00  0.00000000e+00\n",
      "  8.92666667e+00  8.97833333e+00 -6.96849315e+00  1.16409984e+01\n",
      "  3.00000000e+00  1.89484932e+01  2.67315068e+01  0.00000000e+00\n",
      "  4.00000000e-01  7.14285714e-01  1.59232855e+00  0.00000000e+00\n",
      "  3.63371429e+00  7.14285714e-01  2.84833333e+00  4.56826888e+00\n",
      "  1.00000000e+00  1.57051667e+01  2.84833333e+00  3.23767123e+00\n",
      "  6.20693261e+00  1.30000000e+01  2.78183288e+01  3.23767123e+00]\n",
      "[0.3144 0.2665 0.0172 0.     0.3845 0.0173]\n",
      "\n",
      "Nearest weather station is 0.76 degrees away..\n",
      "\n",
      "[10.          4.          6.14285714  4.15515416  0.          3.85714286\n",
      "  6.96285714  2.1         3.81532     0.          7.9         6.94\n",
      " -3.20821918 12.89782559  0.         19.20821918 30.79178082 12.\n",
      "  7.5        10.07142857  2.94507545  5.          3.86857143  4.92142857\n",
      "  3.6         4.38634244  1.         10.11        5.6        -1.8260274\n",
      " 12.53492685  0.         20.5060274  27.8539726  13.6        10.6\n",
      " 13.6         2.82842712  7.          3.94        3.          4.7\n",
      "  5.79856304  1.         12.61        8.1        -0.85068493 12.61594038\n",
      "  0.         21.81068493 28.54931507  0.          0.          1.42857143\n",
      "  3.49927106  0.          7.97142857  1.42857143  6.          8.00016666\n",
      "  1.         21.23        6.          4.19315068  7.97874452  6.\n",
      " 26.80684932  4.19315068]\n",
      "[0.2693 0.1764 0.0124 0.     0.5418 0.    ]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[ 7.9        10.6         6.72857143  3.85253693  0.          3.85942857\n",
      "  7.15257143  3.12333333  3.67638258  0.          7.41866667  7.33033333\n",
      " -1.23506849 11.41198494  0.         16.97106849 27.84093151  9.6\n",
      " 10.          8.42857143  2.14989321  6.          1.85342857  4.65257143\n",
      "  3.78        3.37119168  1.          6.433       5.722      -1.21671233\n",
      " 11.51608619  0.         17.62471233 25.25528767 11.2         9.3\n",
      " 10.07142857  2.28517851  6.          2.88657143  3.78142857  4.37666667\n",
      "  4.02265943  2.          8.42033333  7.88666667 -1.21616438 11.9189816\n",
      "  0.         18.56016438 25.55583562  0.          0.          2.21428571\n",
      "  5.42387014  0.         12.35571429  2.21428571  1.25        3.16425347\n",
      "  1.         11.93        1.25        3.07890411  7.73834919 11.\n",
      " 29.18109589  3.07890411]\n",
      "[0.3364 0.195  0.0139 0.     0.4547 0.    ]\n",
      "\n",
      "Nearest weather station is 0.40 degrees away..\n",
      "\n",
      "[10.          4.          6.14285714  4.15515416  0.          3.85714286\n",
      "  6.96285714  2.1         3.81532     0.          7.9         6.94\n",
      " -3.20821918 12.89782559  0.         19.20821918 30.79178082 12.\n",
      "  7.5        10.07142857  2.94507545  5.          3.86857143  4.92142857\n",
      "  3.6         4.38634244  1.         10.11        5.6        -1.8260274\n",
      " 12.53492685  0.         20.5060274  27.8539726  13.6        10.6\n",
      " 13.6         2.82842712  7.          3.94        3.          4.7\n",
      "  5.79856304  1.         12.61        8.1        -0.85068493 12.61594038\n",
      "  0.         21.81068493 28.54931507  0.          0.          1.42857143\n",
      "  3.49927106  0.          7.97142857  1.42857143  6.          8.00016666\n",
      "  1.         21.23        6.          4.19315068  7.97874452  6.\n",
      " 26.80684932  4.19315068]\n",
      "[0.1137 0.4369 0.02   0.     0.4294 0.    ]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[ 6.4        10.9         6.32857143  4.95283881  0.          5.98142857\n",
      "  8.21857143  3.53333333  3.82738669  1.          8.43166667  7.34333333\n",
      " -0.42136986 11.16859507  0.         17.32136986 26.67863014  8.2\n",
      "  9.9         7.67142857  2.88231766  3.          2.69857143  5.74942857\n",
      "  2.77        3.87867245  0.          7.485       7.768      -0.9260274\n",
      " 11.00220684  0.         17.3060274  24.5139726   9.9         8.9\n",
      "  8.97142857  2.02534955  6.          2.83857143  3.48142857  1.95\n",
      "  4.97552342  0.          9.515       9.89       -1.44383562 11.29784785\n",
      "  0.         18.84383562 25.65616438  0.          0.          0.31428571\n",
      "  0.76983963  0.          1.75371429  0.31428571  2.93333333  5.99874061\n",
      "  1.         23.02866667  2.93333333  3.2909589   6.24037674 11.\n",
      " 27.5730411   3.2909589 ]\n",
      "[0.1998 0.446  0.0144 0.     0.3289 0.0108]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "[ 5.8        10.3         7.51428571  4.38224619  1.          5.69571429\n",
      "  7.82428571  3.92        3.85066228  2.          8.945       6.62\n",
      " -0.74630137 11.98316485  1.         18.22630137 31.13369863  8.4\n",
      "  9.6         9.12857143  2.47138728  6.          2.75342857  4.95857143\n",
      "  4.09666667  3.69129456  2.          7.71633333  7.68166667 -0.75890411\n",
      " 11.57291164  0.         17.96690411 27.19309589 10.3         8.3\n",
      " 10.08571429  1.62254524  7.          2.62428571  2.25571429  3.61666667\n",
      "  4.39219636  0.          8.74833333  9.51166667 -1.39041096 11.62997031\n",
      "  0.         18.37041096 26.66958904  0.          0.          1.57142857\n",
      "  3.84919817  0.          8.76857143  1.57142857  2.25        4.2789991\n",
      "  1.         14.288       2.25        3.27917808  6.67753579 15.\n",
      " 28.76082192  3.27917808]\n",
      "[0.2312 0.3361 0.01   0.     0.4226 0.    ]\n",
      "\n",
      "Nearest weather station is 1.30 degrees away..\n",
      "\n",
      "[ 8.         11.5         6.85714286  4.51753951  0.          5.58285714\n",
      "  8.02714286  3.31666667  3.83510828  1.          8.89333333  6.31666667\n",
      " -1.29315068 11.64428637  0.         17.47315068 30.38684932  9.7\n",
      " 11.2         8.15714286  2.384388    5.          2.97085714  4.47714286\n",
      "  3.29666667  3.50851187  1.          7.55533333  5.50966667 -1.6860274\n",
      " 11.53366944  0.         17.7580274  26.5819726  11.5        11.\n",
      "  9.5         2.37546988  6.          2.          4.76        3.31666667\n",
      "  4.38460058  0.          8.18333333  8.30166667 -1.99178082 11.93934159\n",
      "  0.         18.49178082 25.58821918  0.          0.          0.31428571\n",
      "  0.69164105  0.          1.57771429  0.31428571  1.52666667  2.32865245\n",
      "  1.          5.41533333  1.52666667  3.31232877  6.67647568 11.\n",
      " 24.76767123  3.31232877]\n",
      "[0.359  0.2541 0.0065 0.     0.371  0.0094]\n",
      "\n",
      "Nearest weather station is 0.49 degrees away..\n",
      "\n",
      "[ 8.         11.5         6.85714286  4.51753951  0.          5.58285714\n",
      "  8.02714286  3.31666667  3.83510828  1.          8.89333333  6.31666667\n",
      " -1.29315068 11.64428637  0.         17.47315068 30.38684932  9.7\n",
      " 11.2         8.15714286  2.384388    5.          2.97085714  4.47714286\n",
      "  3.29666667  3.50851187  1.          7.55533333  5.50966667 -1.6860274\n",
      " 11.53366944  0.         17.7580274  26.5819726  11.5        11.\n",
      "  9.5         2.37546988  6.          2.          4.76        3.31666667\n",
      "  4.38460058  0.          8.18333333  8.30166667 -1.99178082 11.93934159\n",
      "  0.         18.49178082 25.58821918  0.          0.          0.31428571\n",
      "  0.69164105  0.          1.57771429  0.31428571  1.52666667  2.32865245\n",
      "  1.          5.41533333  1.52666667  3.31232877  6.67647568 11.\n",
      " 24.76767123  3.31232877]\n",
      "[0.4642 0.2897 0.018  0.     0.209  0.0192]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.3421 0.1591 0.0173 0.     0.4602 0.0214]\n",
      "\n",
      "Nearest weather station is 0.49 degrees away..\n",
      "\n",
      "[ 8.         11.5         6.85714286  4.51753951  0.          5.58285714\n",
      "  8.02714286  3.31666667  3.83510828  1.          8.89333333  6.31666667\n",
      " -1.29315068 11.64428637  0.         17.47315068 30.38684932  9.7\n",
      " 11.2         8.15714286  2.384388    5.          2.97085714  4.47714286\n",
      "  3.29666667  3.50851187  1.          7.55533333  5.50966667 -1.6860274\n",
      " 11.53366944  0.         17.7580274  26.5819726  11.5        11.\n",
      "  9.5         2.37546988  6.          2.          4.76        3.31666667\n",
      "  4.38460058  0.          8.18333333  8.30166667 -1.99178082 11.93934159\n",
      "  0.         18.49178082 25.58821918  0.          0.          0.31428571\n",
      "  0.69164105  0.          1.57771429  0.31428571  1.52666667  2.32865245\n",
      "  1.          5.41533333  1.52666667  3.31232877  6.67647568 11.\n",
      " 24.76767123  3.31232877]\n",
      "[0.5411 0.1968 0.0276 0.0123 0.2078 0.0146]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 8.         11.          6.85714286  4.28214137  0.          4.61285714\n",
      "  7.20714286  3.73333333  3.72320053  1.          7.62166667  7.50833333\n",
      " -1.30410959 11.69547903  0.         17.98410959 29.05589041  9.5\n",
      " 10.          8.84285714  2.0282696   6.          1.64514286  4.17485714\n",
      "  4.20333333  3.41803875  2.          6.23866667  6.18133333 -1.40520548\n",
      " 11.69709484  0.         18.27720548 24.45479452 11.3         9.3\n",
      " 11.08571429  1.62254524  7.          2.65428571  1.78571429  4.91666667\n",
      "  4.21046975  2.          8.59333333  8.03666667 -1.22356164 12.08041065\n",
      "  0.         19.02356164 25.47643836  0.          0.          0.64285714\n",
      "  1.57467198  0.          3.58714286  0.64285714  0.64333333  1.60907496\n",
      "  1.          5.20566667  0.64333333  3.03150685  7.49278515  8.\n",
      " 23.58449315  3.03150685]\n",
      "[0.1534 0.3586 0.0103 0.     0.4654 0.0122]\n",
      "\n",
      "Nearest weather station is 0.48 degrees away..\n",
      "\n",
      "[10.          4.          6.14285714  4.15515416  0.          3.85714286\n",
      "  6.96285714  2.1         3.81532     0.          7.9         6.94\n",
      " -3.20821918 12.89782559  0.         19.20821918 30.79178082 12.\n",
      "  7.5        10.07142857  2.94507545  5.          3.86857143  4.92142857\n",
      "  3.6         4.38634244  1.         10.11        5.6        -1.8260274\n",
      " 12.53492685  0.         20.5060274  27.8539726  13.6        10.6\n",
      " 13.6         2.82842712  7.          3.94        3.          4.7\n",
      "  5.79856304  1.         12.61        8.1        -0.85068493 12.61594038\n",
      "  0.         21.81068493 28.54931507  0.          0.          1.42857143\n",
      "  3.49927106  0.          7.97142857  1.42857143  6.          8.00016666\n",
      "  1.         21.23        6.          4.19315068  7.97874452  6.\n",
      " 26.80684932  4.19315068]\n",
      "[0.1442 0.3494 0.0104 0.     0.4857 0.0103]\n",
      "\n",
      "Nearest weather station is 0.67 degrees away..\n",
      "\n",
      "\n",
      "Nearest weather station is 1.06 degrees away..\n",
      "\n",
      "[10.          4.          6.14285714  4.15515416  0.          3.85714286\n",
      "  6.96285714  2.1         3.81532     0.          7.9         6.94\n",
      " -3.20821918 12.89782559  0.         19.20821918 30.79178082 12.\n",
      "  7.5        10.07142857  2.94507545  5.          3.86857143  4.92142857\n",
      "  3.6         4.38634244  1.         10.11        5.6        -1.8260274\n",
      " 12.53492685  0.         20.5060274  27.8539726  13.6        10.6\n",
      " 13.6         2.82842712  7.          3.94        3.          4.7\n",
      "  5.79856304  1.         12.61        8.1        -0.85068493 12.61594038\n",
      "  0.         21.81068493 28.54931507  0.          0.          1.42857143\n",
      "  3.49927106  0.          7.97142857  1.42857143  6.          8.00016666\n",
      "  1.         21.23        6.          4.19315068  7.97874452  6.\n",
      " 26.80684932  4.19315068]\n",
      "[0.3271 0.2693 0.0097 0.     0.3827 0.0111]\n",
      "\n",
      "Nearest weather station is 0.18 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[10.          4.          6.14285714  4.15515416  0.          3.85714286\n",
      "  6.96285714  2.1         3.81532     0.          7.9         6.94\n",
      " -3.20821918 12.89782559  0.         19.20821918 30.79178082 12.\n",
      "  7.5        10.07142857  2.94507545  5.          3.86857143  4.92142857\n",
      "  3.6         4.38634244  1.         10.11        5.6        -1.8260274\n",
      " 12.53492685  0.         20.5060274  27.8539726  13.6        10.6\n",
      " 13.6         2.82842712  7.          3.94        3.          4.7\n",
      "  5.79856304  1.         12.61        8.1        -0.85068493 12.61594038\n",
      "  0.         21.81068493 28.54931507  0.          0.          1.42857143\n",
      "  3.49927106  0.          7.97142857  1.42857143  6.          8.00016666\n",
      "  1.         21.23        6.          4.19315068  7.97874452  6.\n",
      " 26.80684932  4.19315068]\n",
      "[0.21   0.1431 0.0116 0.     0.6353 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 6.6         6.4         6.22857143  3.26308981  2.          4.13542857\n",
      "  6.19857143  3.15666667  3.12822456  2.          7.06933333  5.81166667\n",
      " -1.57845304 11.42310491  0.         16.45645304 28.43354696  8.5\n",
      "  7.5         8.15714286  1.87300915  6.          2.08885714  3.94714286\n",
      "  3.38        3.3662442   1.          6.659       5.98       -1.74088398\n",
      " 11.48323964  0.         17.41388398 25.78811602 10.5         8.7\n",
      " 10.22857143  1.58358931  7.          2.15342857  1.82257143  3.77\n",
      "  4.33167789  0.          8.543       8.18       -1.71712707 11.88051167\n",
      "  0.         18.81712707 25.21187293  0.          1.          2.82857143\n",
      "  6.52943102  0.         14.90342857  2.82857143  1.23333333  3.52650283\n",
      "  1.         14.11566667  1.23333333  4.18358534  8.21229224 16.\n",
      " 26.95041466  4.18358534]\n",
      "[0.6902 0.2081 0.0251 0.     0.0704 0.0063]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.6087 0.1214 0.0173 0.     0.244  0.0085]\n",
      "\n",
      "Nearest weather station is 1.22 degrees away..\n",
      "\n",
      "[ 1.34015675e+00  1.33299584e+00  1.31867402e+00  1.43218197e-02\n",
      "  7.00000000e+00  2.10530750e-02  2.10530750e-02  1.23632356e+00\n",
      "  6.19808360e-02  3.00000000e+01  1.01756529e-01  1.01756529e-01\n",
      "  3.68711541e-02  7.54516633e-01  0.00000000e+00  1.27721988e+00\n",
      "  1.27721988e+00 -2.81897405e+00 -2.82457641e+00 -2.83578113e+00\n",
      "  1.12047178e-02  7.00000000e+00  1.64709351e-02  1.64709351e-02\n",
      " -2.90020825e+00  4.84908893e-02  3.00000000e+01  7.96095198e-02\n",
      "  7.96095198e-02 -3.83860337e+00  5.90298307e-01  3.65000000e+02\n",
      "  9.99236731e-01  9.99236731e-01 -7.24010110e+00 -7.24410278e+00\n",
      " -7.25210615e+00  8.00336984e-03  7.00000000e+00  1.17649537e-02\n",
      "  1.17649537e-02 -7.29812553e+00  3.46363495e-02  3.00000000e+01\n",
      "  5.68639427e-02  5.68639427e-02 -7.96840775e+00  4.21641648e-01\n",
      "  3.65000000e+02  7.13740522e-01  7.13740522e-01  0.00000000e+00\n",
      "  0.00000000e+00  1.48571429e+00  3.63924190e+00  0.00000000e+00\n",
      "  8.29028571e+00  1.48571429e+00  1.38000000e+00  2.56663203e+00\n",
      "  1.00000000e+00  8.03400000e+00  1.38000000e+00  3.53452055e+00\n",
      "  7.53887188e+00  1.10000000e+01  3.07614795e+01  3.53452055e+00]\n",
      "[0.3042 0.225  0.0135 0.     0.4573 0.    ]\n",
      "\n",
      "Nearest weather station is 1.07 degrees away..\n",
      "\n",
      "[ 3.66666667e+00  6.66666667e+00  3.30952381e+00  4.69585140e+00\n",
      "  0.00000000e+00  4.82714286e+00  9.22285714e+00 -1.66666667e-02\n",
      "  4.00725037e+00  0.00000000e+00  8.03833333e+00  6.67166667e+00\n",
      " -4.54155251e+00  1.15901677e+01  2.00000000e+00  1.73882192e+01\n",
      "  2.81517808e+01  5.30000000e+00  6.30000000e+00  4.50000000e+00\n",
      "  2.87103764e+00  0.00000000e+00  2.45800000e+00  6.18200000e+00\n",
      " -6.80000000e-01  3.91240761e+00  0.00000000e+00  7.47700000e+00\n",
      "  7.59500000e+00 -5.21109589e+00  1.13773425e+01  3.00000000e+00\n",
      "  1.74990959e+01  2.54689041e+01  5.80000000e+00  4.80000000e+00\n",
      "  4.58571429e+00  1.66598626e+00  3.00000000e+00  2.15428571e+00\n",
      "  3.16571429e+00 -2.41666667e+00  4.69518074e+00  0.00000000e+00\n",
      "  8.92666667e+00  8.97833333e+00 -6.96849315e+00  1.16409984e+01\n",
      "  3.00000000e+00  1.89484932e+01  2.67315068e+01  0.00000000e+00\n",
      "  4.00000000e-01  7.14285714e-01  1.59232855e+00  0.00000000e+00\n",
      "  3.63371429e+00  7.14285714e-01  2.84833333e+00  4.56826888e+00\n",
      "  1.00000000e+00  1.57051667e+01  2.84833333e+00  3.23767123e+00\n",
      "  6.20693261e+00  1.30000000e+01  2.78183288e+01  3.23767123e+00]\n",
      "[0.2296 0.1196 0.0449 0.024  0.5465 0.0353]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 7.         11.          6.71428571  3.73073282  0.          4.28571429\n",
      "  6.47428571  3.71666667  3.4488726   2.          7.28333333  6.78166667\n",
      " -1.30849315 11.67666357  0.         17.30849315 26.93650685  8.59664804\n",
      "  9.79664804  8.33950519  1.71452379  6.          1.92714286  3.39285714\n",
      "  3.97664804  3.21054513  2.          6.175       5.89       -1.39855743\n",
      " 11.70365021  0.         18.19520548 24.19812785 10.          8.5\n",
      "  9.85714286  1.57467198  7.          2.58285714  2.29714286  4.11\n",
      "  3.89155924  1.          8.1         6.965      -1.55945205 12.05922326\n",
      "  0.         20.05945205 24.44054795  0.          0.          2.28571429\n",
      "  5.5988337   0.         12.75428571  2.28571429  1.64        3.60236959\n",
      "  1.         12.62        1.64        2.81232877  7.84178804  7.\n",
      " 23.19567123  2.81232877]\n",
      "[0.3535 0.2295 0.0208 0.     0.3962 0.    ]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 7.         11.          6.71428571  3.73073282  0.          4.28571429\n",
      "  6.47428571  3.71666667  3.4488726   2.          7.28333333  6.78166667\n",
      " -1.30849315 11.67666357  0.         17.30849315 26.93650685  8.59664804\n",
      "  9.79664804  8.33950519  1.71452379  6.          1.92714286  3.39285714\n",
      "  3.97664804  3.21054513  2.          6.175       5.89       -1.39855743\n",
      " 11.70365021  0.         18.19520548 24.19812785 10.          8.5\n",
      "  9.85714286  1.57467198  7.          2.58285714  2.29714286  4.11\n",
      "  3.89155924  1.          8.1         6.965      -1.55945205 12.05922326\n",
      "  0.         20.05945205 24.44054795  0.          0.          2.28571429\n",
      "  5.5988337   0.         12.75428571  2.28571429  1.64        3.60236959\n",
      "  1.         12.62        1.64        2.81232877  7.84178804  7.\n",
      " 23.19567123  2.81232877]\n",
      "[0.3211 0.2816 0.0127 0.     0.3846 0.    ]\n",
      "\n",
      "Nearest weather station is 0.12 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 7.9        10.6         6.72857143  3.85253693  0.          3.85942857\n",
      "  7.15257143  3.12333333  3.67638258  0.          7.41866667  7.33033333\n",
      " -1.23506849 11.41198494  0.         16.97106849 27.84093151  9.6\n",
      " 10.          8.42857143  2.14989321  6.          1.85342857  4.65257143\n",
      "  3.78        3.37119168  1.          6.433       5.722      -1.21671233\n",
      " 11.51608619  0.         17.62471233 25.25528767 11.2         9.3\n",
      " 10.07142857  2.28517851  6.          2.88657143  3.78142857  4.37666667\n",
      "  4.02265943  2.          8.42033333  7.88666667 -1.21616438 11.9189816\n",
      "  0.         18.56016438 25.55583562  0.          0.          2.21428571\n",
      "  5.42387014  0.         12.35571429  2.21428571  1.25        3.16425347\n",
      "  1.         11.93        1.25        3.07890411  7.73834919 11.\n",
      " 29.18109589  3.07890411]\n",
      "[0.489  0.1916 0.0166 0.     0.3028 0.    ]\n",
      "\n",
      "Nearest weather station is 1.12 degrees away..\n",
      "\n",
      "[ 3.66666667e+00  6.66666667e+00  3.30952381e+00  4.69585140e+00\n",
      "  0.00000000e+00  4.82714286e+00  9.22285714e+00 -1.66666667e-02\n",
      "  4.00725037e+00  0.00000000e+00  8.03833333e+00  6.67166667e+00\n",
      " -4.54155251e+00  1.15901677e+01  2.00000000e+00  1.73882192e+01\n",
      "  2.81517808e+01  5.30000000e+00  6.30000000e+00  4.50000000e+00\n",
      "  2.87103764e+00  0.00000000e+00  2.45800000e+00  6.18200000e+00\n",
      " -6.80000000e-01  3.91240761e+00  0.00000000e+00  7.47700000e+00\n",
      "  7.59500000e+00 -5.21109589e+00  1.13773425e+01  3.00000000e+00\n",
      "  1.74990959e+01  2.54689041e+01  5.80000000e+00  4.80000000e+00\n",
      "  4.58571429e+00  1.66598626e+00  3.00000000e+00  2.15428571e+00\n",
      "  3.16571429e+00 -2.41666667e+00  4.69518074e+00  0.00000000e+00\n",
      "  8.92666667e+00  8.97833333e+00 -6.96849315e+00  1.16409984e+01\n",
      "  3.00000000e+00  1.89484932e+01  2.67315068e+01  0.00000000e+00\n",
      "  4.00000000e-01  7.14285714e-01  1.59232855e+00  0.00000000e+00\n",
      "  3.63371429e+00  7.14285714e-01  2.84833333e+00  4.56826888e+00\n",
      "  1.00000000e+00  1.57051667e+01  2.84833333e+00  3.23767123e+00\n",
      "  6.20693261e+00  1.30000000e+01  2.78183288e+01  3.23767123e+00]\n",
      "[0.28   0.2374 0.0305 0.     0.4522 0.    ]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 3.66666667e+00  6.66666667e+00  3.30952381e+00  4.69585140e+00\n",
      "  0.00000000e+00  4.82714286e+00  9.22285714e+00 -1.66666667e-02\n",
      "  4.00725037e+00  0.00000000e+00  8.03833333e+00  6.67166667e+00\n",
      " -4.54155251e+00  1.15901677e+01  2.00000000e+00  1.73882192e+01\n",
      "  2.81517808e+01  5.30000000e+00  6.30000000e+00  4.50000000e+00\n",
      "  2.87103764e+00  0.00000000e+00  2.45800000e+00  6.18200000e+00\n",
      " -6.80000000e-01  3.91240761e+00  0.00000000e+00  7.47700000e+00\n",
      "  7.59500000e+00 -5.21109589e+00  1.13773425e+01  3.00000000e+00\n",
      "  1.74990959e+01  2.54689041e+01  5.80000000e+00  4.80000000e+00\n",
      "  4.58571429e+00  1.66598626e+00  3.00000000e+00  2.15428571e+00\n",
      "  3.16571429e+00 -2.41666667e+00  4.69518074e+00  0.00000000e+00\n",
      "  8.92666667e+00  8.97833333e+00 -6.96849315e+00  1.16409984e+01\n",
      "  3.00000000e+00  1.89484932e+01  2.67315068e+01  0.00000000e+00\n",
      "  4.00000000e-01  7.14285714e-01  1.59232855e+00  0.00000000e+00\n",
      "  3.63371429e+00  7.14285714e-01  2.84833333e+00  4.56826888e+00\n",
      "  1.00000000e+00  1.57051667e+01  2.84833333e+00  3.23767123e+00\n",
      "  6.20693261e+00  1.30000000e+01  2.78183288e+01  3.23767123e+00]\n",
      "[0.2909 0.1862 0.0205 0.     0.5024 0.    ]\n",
      "\n",
      "Nearest weather station is 0.80 degrees away..\n",
      "\n",
      "[ 3.66666667e+00  6.66666667e+00  3.30952381e+00  4.69585140e+00\n",
      "  0.00000000e+00  4.82714286e+00  9.22285714e+00 -1.66666667e-02\n",
      "  4.00725037e+00  0.00000000e+00  8.03833333e+00  6.67166667e+00\n",
      " -4.54155251e+00  1.15901677e+01  2.00000000e+00  1.73882192e+01\n",
      "  2.81517808e+01  5.30000000e+00  6.30000000e+00  4.50000000e+00\n",
      "  2.87103764e+00  0.00000000e+00  2.45800000e+00  6.18200000e+00\n",
      " -6.80000000e-01  3.91240761e+00  0.00000000e+00  7.47700000e+00\n",
      "  7.59500000e+00 -5.21109589e+00  1.13773425e+01  3.00000000e+00\n",
      "  1.74990959e+01  2.54689041e+01  5.80000000e+00  4.80000000e+00\n",
      "  4.58571429e+00  1.66598626e+00  3.00000000e+00  2.15428571e+00\n",
      "  3.16571429e+00 -2.41666667e+00  4.69518074e+00  0.00000000e+00\n",
      "  8.92666667e+00  8.97833333e+00 -6.96849315e+00  1.16409984e+01\n",
      "  3.00000000e+00  1.89484932e+01  2.67315068e+01  0.00000000e+00\n",
      "  4.00000000e-01  7.14285714e-01  1.59232855e+00  0.00000000e+00\n",
      "  3.63371429e+00  7.14285714e-01  2.84833333e+00  4.56826888e+00\n",
      "  1.00000000e+00  1.57051667e+01  2.84833333e+00  3.23767123e+00\n",
      "  6.20693261e+00  1.30000000e+01  2.78183288e+01  3.23767123e+00]\n",
      "[0.2854 0.2749 0.0126 0.     0.3707 0.0564]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.3362 0.2364 0.0196 0.     0.3985 0.0094]\n",
      "\n",
      "Nearest weather station is 1.14 degrees away..\n",
      "\n",
      "[ 0.4         2.4         0.59285714  2.20784778  0.          3.68714286\n",
      "  3.48785714  1.11222222  2.58118973  0.          3.42977778  5.78022222\n",
      " -3.20942249 13.41676578  0.         19.18142249 29.19057751  6.26666667\n",
      "  5.78333333  4.60357143  1.2278664   5.          1.63409524  2.00407143\n",
      "  2.17        2.01198745  1.          3.9565      4.7655     -1.27963526\n",
      " 12.18585336  0.         19.82363526 26.46107062  8.8         7.35\n",
      "  7.75        1.91963538  6.          3.212       2.978       2.60166667\n",
      "  3.71887266  0.          7.83133333  7.16066667  0.206231   12.27581721\n",
      "  0.         22.545769   24.366231    3.85486381  4.35486381  4.1405781\n",
      "  1.96136146  1.          3.53428571  3.16571429  4.09653048  3.70331121\n",
      "  2.          9.74333333  4.24166667  3.28799451  5.0883938   7.\n",
      " 23.5668693   3.4331307 ]\n",
      "[0.4116 0.0775 0.0402 0.     0.4707 0.    ]\n",
      "\n",
      "Nearest weather station is 0.76 degrees away..\n",
      "\n",
      "[-0.4         1.7         2.51428571  2.06703969  0.          3.16171429\n",
      "  2.82428571  1.81        1.66940109  2.          3.774       2.752\n",
      " -6.93529412  7.85772743  6.         12.59829412 17.91670588  2.8\n",
      "  2.7         3.7         1.4735768   1.          3.038       1.47\n",
      "  1.75333333  1.84783357  1.          4.36366667  3.33733333 -6.84789916\n",
      "  7.33106489  8.         13.15589916 16.20410084  6.          3.7\n",
      "  4.92857143  2.01332297  2.          3.21142857  2.10457143  1.75333333\n",
      "  2.92537557  0.          6.35966667  5.58933333 -6.65168067  7.20467703\n",
      "  6.         14.74068067 17.32631933  0.          0.          0.54285714\n",
      "  0.88456146  0.          1.70914286  0.54285714  2.55666667  4.31514259\n",
      "  1.         15.13333333  2.55666667  1.50252101  2.90316304 10.\n",
      " 12.12847899  1.50252101]\n",
      "[0.3013 0.2281 0.0119 0.     0.4479 0.0108]\n",
      "\n",
      "Nearest weather station is 0.15 degrees away..\n",
      "\n",
      "[ 7.5         7.5         5.47142857  3.73313896  0.          3.41657143\n",
      "  7.45942857  3.02333333  3.59246279  0.          5.81866667  7.93633333\n",
      " -1.13013699 11.15826477  1.         17.16613699 27.70586301  8.8\n",
      "  8.2         7.28571429  2.07531655  6.          2.17228571  4.34571429\n",
      "  3.07666667  3.30693043  0.          6.22033333  6.58366667 -1.52958904\n",
      " 11.14803754  0.         17.02958904 25.85041096 10.5         9.2\n",
      "  9.44285714  2.21865928  6.          2.05114286  4.45085714  3.48\n",
      "  4.23157969  0.          7.991       7.548      -1.54657534 11.6041783\n",
      "  0.         18.58257534 25.26942466  0.          0.          0.57142857\n",
      "  1.39970842  0.          3.18857143  0.57142857  1.2         2.21374494\n",
      "  2.          6.51        1.2         3.14671233  8.7988972   7.\n",
      " 30.93328767  3.14671233]\n",
      "[0.2912 0.1761 0.016  0.     0.5106 0.0062]\n",
      "\n",
      "Nearest weather station is 0.01 degrees away..\n",
      "\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.6226 0.1035 0.02   0.     0.041  0.213 ]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.5656 0.1979 0.0443 0.     0.1682 0.0241]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.5015 0.1221 0.0644 0.     0.2839 0.028 ]\n",
      "\n",
      "Nearest weather station is 0.57 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 8.         11.5         6.85714286  4.51753951  0.          5.58285714\n",
      "  8.02714286  3.31666667  3.83510828  1.          8.89333333  6.31666667\n",
      " -1.29315068 11.64428637  0.         17.47315068 30.38684932  9.7\n",
      " 11.2         8.15714286  2.384388    5.          2.97085714  4.47714286\n",
      "  3.29666667  3.50851187  1.          7.55533333  5.50966667 -1.6860274\n",
      " 11.53366944  0.         17.7580274  26.5819726  11.5        11.\n",
      "  9.5         2.37546988  6.          2.          4.76        3.31666667\n",
      "  4.38460058  0.          8.18333333  8.30166667 -1.99178082 11.93934159\n",
      "  0.         18.49178082 25.58821918  0.          0.          0.31428571\n",
      "  0.69164105  0.          1.57771429  0.31428571  1.52666667  2.32865245\n",
      "  1.          5.41533333  1.52666667  3.31232877  6.67647568 11.\n",
      " 24.76767123  3.31232877]\n",
      "[0.539  0.1278 0.0245 0.     0.2891 0.0196]\n",
      "\n",
      "Nearest weather station is 0.00 degrees away..\n",
      "\n",
      "[ 3.35299073e-02  2.74220725e-02  1.52064027e-02  1.22156698e-02\n",
      "  0.00000000e+00  1.79570345e-02  1.79570345e-02 -5.50336984e-02\n",
      "  5.28660072e-02  0.00000000e+00  8.67923336e-02  8.67923336e-02\n",
      " -1.07809604e+00  6.43558305e-01  4.30000000e+01  1.08939343e+00\n",
      "  1.08939343e+00 -2.53614153e+00 -2.54174389e+00 -2.55294861e+00\n",
      "  1.12047178e-02  7.00000000e+00  1.64709351e-02  1.64709351e-02\n",
      " -2.61737574e+00  4.84908893e-02  3.00000000e+01  7.96095198e-02\n",
      "  7.96095198e-02 -3.55577085e+00  5.90298307e-01  3.65000000e+02\n",
      "  9.99236731e-01  9.99236731e-01 -5.20328559e+00 -5.20834035e+00\n",
      " -5.21844987e+00  1.01095198e-02  7.00000000e+00  1.48609941e-02\n",
      "  1.48609941e-02 -5.27657961e+00  4.37511783e-02  3.00000000e+01\n",
      "  7.18281382e-02  7.18281382e-02 -6.12325190e+00  5.32599976e-01\n",
      "  3.65000000e+02  9.01566976e-01  9.01566976e-01  0.00000000e+00\n",
      "  0.00000000e+00  2.71428571e+00  6.64861502e+00  0.00000000e+00\n",
      "  1.51457143e+01  2.71428571e+00  1.46000000e+00  3.59968517e+00\n",
      "  1.00000000e+00  1.37120000e+01  1.46000000e+00  3.30082192e+00\n",
      "  7.54932452e+00  8.00000000e+00  2.44191781e+01  3.30082192e+00]\n",
      "[0.6643 0.2017 0.0183 0.     0.1077 0.008 ]\n",
      "\n",
      "Nearest weather station is 1.51 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 3.35299073e-02  2.74220725e-02  1.52064027e-02  1.22156698e-02\n",
      "  0.00000000e+00  1.79570345e-02  1.79570345e-02 -5.50336984e-02\n",
      "  5.28660072e-02  0.00000000e+00  8.67923336e-02  8.67923336e-02\n",
      " -1.07809604e+00  6.43558305e-01  4.30000000e+01  1.08939343e+00\n",
      "  1.08939343e+00 -2.53614153e+00 -2.54174389e+00 -2.55294861e+00\n",
      "  1.12047178e-02  7.00000000e+00  1.64709351e-02  1.64709351e-02\n",
      " -2.61737574e+00  4.84908893e-02  3.00000000e+01  7.96095198e-02\n",
      "  7.96095198e-02 -3.55577085e+00  5.90298307e-01  3.65000000e+02\n",
      "  9.99236731e-01  9.99236731e-01 -5.20328559e+00 -5.20834035e+00\n",
      " -5.21844987e+00  1.01095198e-02  7.00000000e+00  1.48609941e-02\n",
      "  1.48609941e-02 -5.27657961e+00  4.37511783e-02  3.00000000e+01\n",
      "  7.18281382e-02  7.18281382e-02 -6.12325190e+00  5.32599976e-01\n",
      "  3.65000000e+02  9.01566976e-01  9.01566976e-01  0.00000000e+00\n",
      "  0.00000000e+00  2.71428571e+00  6.64861502e+00  0.00000000e+00\n",
      "  1.51457143e+01  2.71428571e+00  1.46000000e+00  3.59968517e+00\n",
      "  1.00000000e+00  1.37120000e+01  1.46000000e+00  3.30082192e+00\n",
      "  7.54932452e+00  8.00000000e+00  2.44191781e+01  3.30082192e+00]\n",
      "[0.4578 0.185  0.0221 0.     0.3201 0.015 ]\n",
      "\n",
      "Nearest weather station is 1.16 degrees away..\n",
      "\n",
      "[ 5.8        10.3         7.51428571  4.38224619  1.          5.69571429\n",
      "  7.82428571  3.92        3.85066228  2.          8.945       6.62\n",
      " -0.74630137 11.98316485  1.         18.22630137 31.13369863  8.4\n",
      "  9.6         9.12857143  2.47138728  6.          2.75342857  4.95857143\n",
      "  4.09666667  3.69129456  2.          7.71633333  7.68166667 -0.75890411\n",
      " 11.57291164  0.         17.96690411 27.19309589 10.3         8.3\n",
      " 10.08571429  1.62254524  7.          2.62428571  2.25571429  3.61666667\n",
      "  4.39219636  0.          8.74833333  9.51166667 -1.39041096 11.62997031\n",
      "  0.         18.37041096 26.66958904  0.          0.          1.57142857\n",
      "  3.84919817  0.          8.76857143  1.57142857  2.25        4.2789991\n",
      "  1.         14.288       2.25        3.27917808  6.67753579 15.\n",
      " 28.76082192  3.27917808]\n",
      "[0.2948 0.2463 0.0259 0.     0.433  0.    ]\n",
      "\n",
      "Nearest weather station is 1.13 degrees away..\n",
      "\n",
      "[ 3.66666667e+00  6.66666667e+00  3.30952381e+00  4.69585140e+00\n",
      "  0.00000000e+00  4.82714286e+00  9.22285714e+00 -1.66666667e-02\n",
      "  4.00725037e+00  0.00000000e+00  8.03833333e+00  6.67166667e+00\n",
      " -4.54155251e+00  1.15901677e+01  2.00000000e+00  1.73882192e+01\n",
      "  2.81517808e+01  5.30000000e+00  6.30000000e+00  4.50000000e+00\n",
      "  2.87103764e+00  0.00000000e+00  2.45800000e+00  6.18200000e+00\n",
      " -6.80000000e-01  3.91240761e+00  0.00000000e+00  7.47700000e+00\n",
      "  7.59500000e+00 -5.21109589e+00  1.13773425e+01  3.00000000e+00\n",
      "  1.74990959e+01  2.54689041e+01  5.80000000e+00  4.80000000e+00\n",
      "  4.58571429e+00  1.66598626e+00  3.00000000e+00  2.15428571e+00\n",
      "  3.16571429e+00 -2.41666667e+00  4.69518074e+00  0.00000000e+00\n",
      "  8.92666667e+00  8.97833333e+00 -6.96849315e+00  1.16409984e+01\n",
      "  3.00000000e+00  1.89484932e+01  2.67315068e+01  0.00000000e+00\n",
      "  4.00000000e-01  7.14285714e-01  1.59232855e+00  0.00000000e+00\n",
      "  3.63371429e+00  7.14285714e-01  2.84833333e+00  4.56826888e+00\n",
      "  1.00000000e+00  1.57051667e+01  2.84833333e+00  3.23767123e+00\n",
      "  6.20693261e+00  1.30000000e+01  2.78183288e+01  3.23767123e+00]\n",
      "[0.324  0.1849 0.0459 0.     0.4452 0.    ]\n",
      "\n",
      "Nearest weather station is 1.13 degrees away..\n",
      "\n",
      "[ 3.66666667e+00  6.66666667e+00  3.30952381e+00  4.69585140e+00\n",
      "  0.00000000e+00  4.82714286e+00  9.22285714e+00 -1.66666667e-02\n",
      "  4.00725037e+00  0.00000000e+00  8.03833333e+00  6.67166667e+00\n",
      " -4.54155251e+00  1.15901677e+01  2.00000000e+00  1.73882192e+01\n",
      "  2.81517808e+01  5.30000000e+00  6.30000000e+00  4.50000000e+00\n",
      "  2.87103764e+00  0.00000000e+00  2.45800000e+00  6.18200000e+00\n",
      " -6.80000000e-01  3.91240761e+00  0.00000000e+00  7.47700000e+00\n",
      "  7.59500000e+00 -5.21109589e+00  1.13773425e+01  3.00000000e+00\n",
      "  1.74990959e+01  2.54689041e+01  5.80000000e+00  4.80000000e+00\n",
      "  4.58571429e+00  1.66598626e+00  3.00000000e+00  2.15428571e+00\n",
      "  3.16571429e+00 -2.41666667e+00  4.69518074e+00  0.00000000e+00\n",
      "  8.92666667e+00  8.97833333e+00 -6.96849315e+00  1.16409984e+01\n",
      "  3.00000000e+00  1.89484932e+01  2.67315068e+01  0.00000000e+00\n",
      "  4.00000000e-01  7.14285714e-01  1.59232855e+00  0.00000000e+00\n",
      "  3.63371429e+00  7.14285714e-01  2.84833333e+00  4.56826888e+00\n",
      "  1.00000000e+00  1.57051667e+01  2.84833333e+00  3.23767123e+00\n",
      "  6.20693261e+00  1.30000000e+01  2.78183288e+01  3.23767123e+00]\n",
      "[0.314  0.2713 0.021  0.     0.3937 0.    ]\n",
      "\n",
      "Nearest weather station is 0.21 degrees away..\n",
      "\n",
      "[ 7.         11.          6.71428571  3.73073282  0.          4.28571429\n",
      "  6.47428571  3.71666667  3.4488726   2.          7.28333333  6.78166667\n",
      " -1.30849315 11.67666357  0.         17.30849315 26.93650685  8.59664804\n",
      "  9.79664804  8.33950519  1.71452379  6.          1.92714286  3.39285714\n",
      "  3.97664804  3.21054513  2.          6.175       5.89       -1.39855743\n",
      " 11.70365021  0.         18.19520548 24.19812785 10.          8.5\n",
      "  9.85714286  1.57467198  7.          2.58285714  2.29714286  4.11\n",
      "  3.89155924  1.          8.1         6.965      -1.55945205 12.05922326\n",
      "  0.         20.05945205 24.44054795  0.          0.          2.28571429\n",
      "  5.5988337   0.         12.75428571  2.28571429  1.64        3.60236959\n",
      "  1.         12.62        1.64        2.81232877  7.84178804  7.\n",
      " 23.19567123  2.81232877]\n",
      "[0.2113 0.2103 0.0155 0.     0.5629 0.    ]\n",
      "\n",
      "Nearest weather station is 0.14 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 7.         11.          6.71428571  3.73073282  0.          4.28571429\n",
      "  6.47428571  3.71666667  3.4488726   2.          7.28333333  6.78166667\n",
      " -1.30849315 11.67666357  0.         17.30849315 26.93650685  8.59664804\n",
      "  9.79664804  8.33950519  1.71452379  6.          1.92714286  3.39285714\n",
      "  3.97664804  3.21054513  2.          6.175       5.89       -1.39855743\n",
      " 11.70365021  0.         18.19520548 24.19812785 10.          8.5\n",
      "  9.85714286  1.57467198  7.          2.58285714  2.29714286  4.11\n",
      "  3.89155924  1.          8.1         6.965      -1.55945205 12.05922326\n",
      "  0.         20.05945205 24.44054795  0.          0.          2.28571429\n",
      "  5.5988337   0.         12.75428571  2.28571429  1.64        3.60236959\n",
      "  1.         12.62        1.64        2.81232877  7.84178804  7.\n",
      " 23.19567123  2.81232877]\n",
      "[0.2891 0.1416 0.0213 0.     0.548  0.    ]\n",
      "\n",
      "Nearest weather station is 3.48 degrees away..\n",
      "\n",
      "[ 2.3         2.6         2.4         0.9319718   1.          1.616\n",
      "  1.622       1.72666667  1.08932191  1.          2.08333333  1.89766667\n",
      " -0.96766043  9.73814202  0.         17.22866043 20.57633957  5.3\n",
      "  4.7         3.47142857  1.24408806  3.          1.79257143  1.44742857\n",
      "  0.97666667  1.81946573  0.          4.14933333  2.44766667 -0.78845588\n",
      "  9.04833337  0.         15.78845588 19.17254412  8.7         7.1\n",
      "  4.9         2.64737066  1.          3.728       3.088       0.58\n",
      "  3.02692363  0.          7.772       3.451      -0.15735294  8.65002096\n",
      "  0.         15.57935294 18.79164706 -0.4        -0.4         0.02857143\n",
      "  1.04978132  0.          2.39142857  0.42857143  4.12666667  7.96232518\n",
      "  1.         24.50333333  4.52666667  1.91849243  5.41195282 13.\n",
      " 20.44750757  2.31849243]\n",
      "[0.2031 0.415  0.0123 0.     0.3697 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[-0.2         1.8         2.44285714  2.28339168  0.          3.45114286\n",
      "  2.61885714  1.73        1.86693153  2.          4.141       2.63\n",
      " -7.59008621  7.85088596  8.         13.45908621 18.35491379  3.8\n",
      "  4.4         4.7         1.45110795  3.          2.804       1.652\n",
      "  2.25        2.31124065  1.          4.886       3.321      -7.43103448\n",
      "  7.45848179  7.         14.53503448 17.12096552  8.1         7.4\n",
      "  7.31428571  1.55969646  6.          2.30771429  2.78828571  3.10666667\n",
      "  3.39233777  0.          6.21633333  5.29066667 -6.87284483  7.42058499\n",
      "  6.         16.16984483 17.60015517  0.          0.          0.31428571\n",
      "  0.49979588  0.          0.87371429  0.31428571  3.32        6.16021645\n",
      "  1.         20.658       3.32        2.07413793  4.13639483 10.\n",
      " 13.66386207  2.07413793]\n",
      "[0.3022 0.2149 0.013  0.     0.47   0.    ]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-0.2         1.8         2.44285714  2.28339168  0.          3.45114286\n",
      "  2.61885714  1.73        1.86693153  2.          4.141       2.63\n",
      " -7.59008621  7.85088596  8.         13.45908621 18.35491379  3.8\n",
      "  4.4         4.7         1.45110795  3.          2.804       1.652\n",
      "  2.25        2.31124065  1.          4.886       3.321      -7.43103448\n",
      "  7.45848179  7.         14.53503448 17.12096552  8.1         7.4\n",
      "  7.31428571  1.55969646  6.          2.30771429  2.78828571  3.10666667\n",
      "  3.39233777  0.          6.21633333  5.29066667 -6.87284483  7.42058499\n",
      "  6.         16.16984483 17.60015517  0.          0.          0.31428571\n",
      "  0.49979588  0.          0.87371429  0.31428571  3.32        6.16021645\n",
      "  1.         20.658       3.32        2.07413793  4.13639483 10.\n",
      " 13.66386207  2.07413793]\n",
      "[0.2628 0.2029 0.0132 0.     0.521  0.    ]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.3218 0.1559 0.033  0.     0.4703 0.019 ]\n",
      "\n",
      "Nearest weather station is 0.41 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.3282 0.2009 0.0196 0.     0.4513 0.    ]\n",
      "\n",
      "Nearest weather station is 0.07 degrees away..\n",
      "\n",
      "[ 3.35299073e-02  2.74220725e-02  1.52064027e-02  1.22156698e-02\n",
      "  0.00000000e+00  1.79570345e-02  1.79570345e-02 -5.50336984e-02\n",
      "  5.28660072e-02  0.00000000e+00  8.67923336e-02  8.67923336e-02\n",
      " -1.07809604e+00  6.43558305e-01  4.30000000e+01  1.08939343e+00\n",
      "  1.08939343e+00 -2.53614153e+00 -2.54174389e+00 -2.55294861e+00\n",
      "  1.12047178e-02  7.00000000e+00  1.64709351e-02  1.64709351e-02\n",
      " -2.61737574e+00  4.84908893e-02  3.00000000e+01  7.96095198e-02\n",
      "  7.96095198e-02 -3.55577085e+00  5.90298307e-01  3.65000000e+02\n",
      "  9.99236731e-01  9.99236731e-01 -5.20328559e+00 -5.20834035e+00\n",
      " -5.21844987e+00  1.01095198e-02  7.00000000e+00  1.48609941e-02\n",
      "  1.48609941e-02 -5.27657961e+00  4.37511783e-02  3.00000000e+01\n",
      "  7.18281382e-02  7.18281382e-02 -6.12325190e+00  5.32599976e-01\n",
      "  3.65000000e+02  9.01566976e-01  9.01566976e-01  0.00000000e+00\n",
      "  0.00000000e+00  2.71428571e+00  6.64861502e+00  0.00000000e+00\n",
      "  1.51457143e+01  2.71428571e+00  1.46000000e+00  3.59968517e+00\n",
      "  1.00000000e+00  1.37120000e+01  1.46000000e+00  3.30082192e+00\n",
      "  7.54932452e+00  8.00000000e+00  2.44191781e+01  3.30082192e+00]\n",
      "[0.293  0.2254 0.017  0.     0.4645 0.    ]\n",
      "\n",
      "Nearest weather station is 0.18 degrees away..\n",
      "\n",
      "[ 6.3        11.3         6.51428571  5.01324776  0.          6.66571429\n",
      "  7.97428571  4.06666667  3.76327281  2.          8.65333333  6.47666667\n",
      " -0.98630137 11.89610636  1.         18.28630137 31.39369863  9.1\n",
      " 10.6         8.97142857  2.34868613  6.          2.12857143  4.83142857\n",
      "  4.40333333  3.38658957  3.          6.69666667  6.86533333 -0.89287671\n",
      " 11.63166927  0.         17.60087671 26.80712329 11.3         9.3\n",
      " 10.8         1.92724822  7.          2.94        2.47        4.08333333\n",
      "  4.5049664   1.          9.42666667  9.13833333 -1.41780822 11.91073353\n",
      "  0.         18.39780822 26.46219178  0.          0.          1.42857143\n",
      "  3.49927106  0.          7.97142857  1.42857143  1.74666667  3.08412422\n",
      "  2.          8.13733333  1.74666667  3.42767123  9.38830671  5.\n",
      " 29.54832877  3.42767123]\n",
      "[0.2229 0.3315 0.0164 0.     0.4291 0.    ]\n",
      "\n",
      "Nearest weather station is 1.34 degrees away..\n",
      "\n",
      "[ 3.66666667e+00  6.66666667e+00  3.30952381e+00  4.69585140e+00\n",
      "  0.00000000e+00  4.82714286e+00  9.22285714e+00 -1.66666667e-02\n",
      "  4.00725037e+00  0.00000000e+00  8.03833333e+00  6.67166667e+00\n",
      " -4.54155251e+00  1.15901677e+01  2.00000000e+00  1.73882192e+01\n",
      "  2.81517808e+01  5.30000000e+00  6.30000000e+00  4.50000000e+00\n",
      "  2.87103764e+00  0.00000000e+00  2.45800000e+00  6.18200000e+00\n",
      " -6.80000000e-01  3.91240761e+00  0.00000000e+00  7.47700000e+00\n",
      "  7.59500000e+00 -5.21109589e+00  1.13773425e+01  3.00000000e+00\n",
      "  1.74990959e+01  2.54689041e+01  5.80000000e+00  4.80000000e+00\n",
      "  4.58571429e+00  1.66598626e+00  3.00000000e+00  2.15428571e+00\n",
      "  3.16571429e+00 -2.41666667e+00  4.69518074e+00  0.00000000e+00\n",
      "  8.92666667e+00  8.97833333e+00 -6.96849315e+00  1.16409984e+01\n",
      "  3.00000000e+00  1.89484932e+01  2.67315068e+01  0.00000000e+00\n",
      "  4.00000000e-01  7.14285714e-01  1.59232855e+00  0.00000000e+00\n",
      "  3.63371429e+00  7.14285714e-01  2.84833333e+00  4.56826888e+00\n",
      "  1.00000000e+00  1.57051667e+01  2.84833333e+00  3.23767123e+00\n",
      "  6.20693261e+00  1.30000000e+01  2.78183288e+01  3.23767123e+00]\n",
      "[0.2717 0.245  0.0155 0.     0.4606 0.0071]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.4118 0.1713 0.0195 0.     0.391  0.0064]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 7.9        10.6         6.72857143  3.85253693  0.          3.85942857\n",
      "  7.15257143  3.12333333  3.67638258  0.          7.41866667  7.33033333\n",
      " -1.23506849 11.41198494  0.         16.97106849 27.84093151  9.6\n",
      " 10.          8.42857143  2.14989321  6.          1.85342857  4.65257143\n",
      "  3.78        3.37119168  1.          6.433       5.722      -1.21671233\n",
      " 11.51608619  0.         17.62471233 25.25528767 11.2         9.3\n",
      " 10.07142857  2.28517851  6.          2.88657143  3.78142857  4.37666667\n",
      "  4.02265943  2.          8.42033333  7.88666667 -1.21616438 11.9189816\n",
      "  0.         18.56016438 25.55583562  0.          0.          2.21428571\n",
      "  5.42387014  0.         12.35571429  2.21428571  1.25        3.16425347\n",
      "  1.         11.93        1.25        3.07890411  7.73834919 11.\n",
      " 29.18109589  3.07890411]\n",
      "[0.7014 0.1529 0.0184 0.     0.1272 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.6976 0.1158 0.0232 0.     0.1635 0.    ]\n",
      "\n",
      "Nearest weather station is 0.59 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 5.8        10.3         7.51428571  4.38224619  1.          5.69571429\n",
      "  7.82428571  3.92        3.85066228  2.          8.945       6.62\n",
      " -0.74630137 11.98316485  1.         18.22630137 31.13369863  8.4\n",
      "  9.6         9.12857143  2.47138728  6.          2.75342857  4.95857143\n",
      "  4.09666667  3.69129456  2.          7.71633333  7.68166667 -0.75890411\n",
      " 11.57291164  0.         17.96690411 27.19309589 10.3         8.3\n",
      " 10.08571429  1.62254524  7.          2.62428571  2.25571429  3.61666667\n",
      "  4.39219636  0.          8.74833333  9.51166667 -1.39041096 11.62997031\n",
      "  0.         18.37041096 26.66958904  0.          0.          1.57142857\n",
      "  3.84919817  0.          8.76857143  1.57142857  2.25        4.2789991\n",
      "  1.         14.288       2.25        3.27917808  6.67753579 15.\n",
      " 28.76082192  3.27917808]\n",
      "[0.473  0.0777 0.0104 0.     0.4389 0.    ]\n",
      "\n",
      "Nearest weather station is 0.15 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 5.8        10.3         7.51428571  4.38224619  1.          5.69571429\n",
      "  7.82428571  3.92        3.85066228  2.          8.945       6.62\n",
      " -0.74630137 11.98316485  1.         18.22630137 31.13369863  8.4\n",
      "  9.6         9.12857143  2.47138728  6.          2.75342857  4.95857143\n",
      "  4.09666667  3.69129456  2.          7.71633333  7.68166667 -0.75890411\n",
      " 11.57291164  0.         17.96690411 27.19309589 10.3         8.3\n",
      " 10.08571429  1.62254524  7.          2.62428571  2.25571429  3.61666667\n",
      "  4.39219636  0.          8.74833333  9.51166667 -1.39041096 11.62997031\n",
      "  0.         18.37041096 26.66958904  0.          0.          1.57142857\n",
      "  3.84919817  0.          8.76857143  1.57142857  2.25        4.2789991\n",
      "  1.         14.288       2.25        3.27917808  6.67753579 15.\n",
      " 28.76082192  3.27917808]\n",
      "[0.2618 0.369  0.0109 0.     0.3582 0.    ]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[ 2.9         8.9         4.25714286  5.09000621  0.          6.52285714\n",
      "  8.11714286  2.18333333  4.58926888  0.          8.13666667 10.28333333\n",
      " -1.49315068 11.72934884  1.         17.39315068 29.96684932  6.8\n",
      "  9.6         7.07142857  2.91190379  2.          3.65657143  5.54342857\n",
      "  2.78666667  3.76242239  0.          7.66533333  9.11666667 -1.09452055\n",
      " 11.16724528  0.         17.26652055 26.60547945 10.          9.5\n",
      "  9.14285714  1.86536641  7.          2.73714286  3.08285714  2.66666667\n",
      "  4.42028154  0.          8.75333333  8.50666667 -1.40547945 11.25373473\n",
      "  0.         18.40547945 24.59452055  0.          0.          0.57142857\n",
      "  1.39970842  0.          3.18857143  0.57142857  2.88        5.20066662\n",
      "  1.         19.666       2.88        3.34082192  6.70759164 12.\n",
      " 29.73917808  3.34082192]\n",
      "[0.0872 0.5953 0.0116 0.     0.2971 0.0088]\n",
      "\n",
      "Nearest weather station is 1.11 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 2.9         8.9         4.25714286  5.09000621  0.          6.52285714\n",
      "  8.11714286  2.18333333  4.58926888  0.          8.13666667 10.28333333\n",
      " -1.49315068 11.72934884  1.         17.39315068 29.96684932  6.8\n",
      "  9.6         7.07142857  2.91190379  2.          3.65657143  5.54342857\n",
      "  2.78666667  3.76242239  0.          7.66533333  9.11666667 -1.09452055\n",
      " 11.16724528  0.         17.26652055 26.60547945 10.          9.5\n",
      "  9.14285714  1.86536641  7.          2.73714286  3.08285714  2.66666667\n",
      "  4.42028154  0.          8.75333333  8.50666667 -1.40547945 11.25373473\n",
      "  0.         18.40547945 24.59452055  0.          0.          0.57142857\n",
      "  1.39970842  0.          3.18857143  0.57142857  2.88        5.20066662\n",
      "  1.         19.666       2.88        3.34082192  6.70759164 12.\n",
      " 29.73917808  3.34082192]\n",
      "[0.319  0.1983 0.0165 0.     0.4662 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 7.         11.          6.71428571  3.73073282  0.          4.28571429\n",
      "  6.47428571  3.71666667  3.4488726   2.          7.28333333  6.78166667\n",
      " -1.30849315 11.67666357  0.         17.30849315 26.93650685  8.59664804\n",
      "  9.79664804  8.33950519  1.71452379  6.          1.92714286  3.39285714\n",
      "  3.97664804  3.21054513  2.          6.175       5.89       -1.39855743\n",
      " 11.70365021  0.         18.19520548 24.19812785 10.          8.5\n",
      "  9.85714286  1.57467198  7.          2.58285714  2.29714286  4.11\n",
      "  3.89155924  1.          8.1         6.965      -1.55945205 12.05922326\n",
      "  0.         20.05945205 24.44054795  0.          0.          2.28571429\n",
      "  5.5988337   0.         12.75428571  2.28571429  1.64        3.60236959\n",
      "  1.         12.62        1.64        2.81232877  7.84178804  7.\n",
      " 23.19567123  2.81232877]\n",
      "[0.2636 0.2132 0.0196 0.     0.5036 0.    ]\n",
      "\n",
      "Nearest weather station is 0.47 degrees away..\n",
      "\n",
      "[ 5.8        10.3         7.51428571  4.38224619  1.          5.69571429\n",
      "  7.82428571  3.92        3.85066228  2.          8.945       6.62\n",
      " -0.74630137 11.98316485  1.         18.22630137 31.13369863  8.4\n",
      "  9.6         9.12857143  2.47138728  6.          2.75342857  4.95857143\n",
      "  4.09666667  3.69129456  2.          7.71633333  7.68166667 -0.75890411\n",
      " 11.57291164  0.         17.96690411 27.19309589 10.3         8.3\n",
      " 10.08571429  1.62254524  7.          2.62428571  2.25571429  3.61666667\n",
      "  4.39219636  0.          8.74833333  9.51166667 -1.39041096 11.62997031\n",
      "  0.         18.37041096 26.66958904  0.          0.          1.57142857\n",
      "  3.84919817  0.          8.76857143  1.57142857  2.25        4.2789991\n",
      "  1.         14.288       2.25        3.27917808  6.67753579 15.\n",
      " 28.76082192  3.27917808]\n",
      "[0.3133 0.2416 0.0105 0.     0.4246 0.01  ]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[ 6.6         6.4         6.22857143  3.26308981  2.          4.13542857\n",
      "  6.19857143  3.15666667  3.12822456  2.          7.06933333  5.81166667\n",
      " -1.57845304 11.42310491  0.         16.45645304 28.43354696  8.5\n",
      "  7.5         8.15714286  1.87300915  6.          2.08885714  3.94714286\n",
      "  3.38        3.3662442   1.          6.659       5.98       -1.74088398\n",
      " 11.48323964  0.         17.41388398 25.78811602 10.5         8.7\n",
      " 10.22857143  1.58358931  7.          2.15342857  1.82257143  3.77\n",
      "  4.33167789  0.          8.543       8.18       -1.71712707 11.88051167\n",
      "  0.         18.81712707 25.21187293  0.          1.          2.82857143\n",
      "  6.52943102  0.         14.90342857  2.82857143  1.23333333  3.52650283\n",
      "  1.         14.11566667  1.23333333  4.18358534  8.21229224 16.\n",
      " 26.95041466  4.18358534]\n",
      "[0.45   0.1964 0.0102 0.     0.334  0.0093]\n",
      "\n",
      "Nearest weather station is 0.24 degrees away..\n",
      "\n",
      "[ 6.5        11.          6.85714286  4.12928812  0.          4.61285714\n",
      "  7.55714286  3.63333333  3.62384081  2.          7.72166667  6.76333333\n",
      " -1.84109589 11.87321501  0.         18.52109589 29.65890411 10.5\n",
      " 10.5         9.51428571  1.94086032  6.          1.64371429  4.27428571\n",
      "  4.54        3.57347637  1.          6.457       6.482      -1.18410959\n",
      " 11.78449352  0.         18.25610959 25.61589041 13.8         9.3\n",
      " 11.51428571  2.08493136  7.          2.28571429  3.15428571  4.8\n",
      "  4.6151923   0.          9.          9.21       -1.13013699 12.1204641\n",
      "  0.         19.79013699 25.56986301  0.          0.          1.14285714\n",
      "  2.79941685  0.          6.37714286  1.14285714  0.9         2.25610283\n",
      "  2.          7.1         0.9         3.00863014  7.02186556  8.\n",
      " 26.53136986  3.00863014]\n",
      "[0.2272 0.2221 0.0134 0.     0.5374 0.    ]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.4693 0.1581 0.0253 0.     0.3319 0.0154]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 6.6         8.8         6.78        3.32409386  0.          2.5\n",
      "  6.132       2.74642857  3.2405337   0.          6.41857143  5.45742857\n",
      " -5.81189591  9.24325172  2.         18.21189591 21.58810409  8.7\n",
      "  8.7         7.82        1.98635344  4.          2.032       3.576\n",
      "  2.92857143  3.17499799  1.          6.64742857  6.01257143 -5.9401487\n",
      "  9.13985642  3.         17.5841487  20.3838513  10.8         8.6\n",
      "  8.9         1.84607692  5.          2.188       2.636       3.16071429\n",
      "  3.6995501   1.          7.85828571  7.34471429 -5.97732342  9.35199553\n",
      "  3.         18.53332342 21.75467658  0.          0.          2.16\n",
      "  3.79399526  0.          7.196       2.16        1.31071429  2.34875944\n",
      "  2.          7.93028571  1.31071429  3.90260223  9.6302822   8.\n",
      " 37.05739777  3.90260223]\n",
      "[0.601  0.1739 0.0572 0.0167 0.1132 0.038 ]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[ 4.90000000e+00  5.90000000e+00  7.32857143e+00  2.44114393e+00\n",
      "  3.00000000e+00  3.51142857e+00  3.36857143e+00  9.95000000e+00\n",
      "  3.68182473e+00  1.00000000e+01  6.66000000e+00  6.05000000e+00\n",
      "  8.63013699e-02  1.10333034e+01  1.00000000e+00  1.78136986e+01\n",
      "  2.51863014e+01  7.80000000e+00  7.60000000e+00  7.38571429e+00\n",
      "  5.38326962e-01  7.00000000e+00  8.84285714e-01  7.73714286e-01\n",
      "  1.02066667e+01  2.80296668e+00  1.80000000e+01  5.30333333e+00\n",
      "  4.17466667e+00  3.84383562e-01  1.08297967e+01  0.00000000e+00\n",
      "  1.72036164e+01  2.40843836e+01  1.00000000e+01  8.50000000e+00\n",
      "  6.71428571e+00  2.53344969e+00  3.00000000e+00  3.19571429e+00\n",
      "  3.71428571e+00  9.73333333e+00  3.27040602e+00  1.50000000e+01\n",
      "  5.62166667e+00  6.73333333e+00 -2.41095890e-02  1.12846031e+01\n",
      "  0.00000000e+00  1.82041096e+01  2.50558904e+01  1.60000000e+00\n",
      "  0.00000000e+00  2.54285714e+00  2.97938495e+00  0.00000000e+00\n",
      "  4.64514286e+00  2.54285714e+00  5.84666667e+00  1.24935912e+01\n",
      "  2.00000000e+00  4.63273333e+01  5.84666667e+00  3.25424658e+00\n",
      "  7.13958019e+00  9.00000000e+00  2.98977534e+01  3.25424658e+00]\n",
      "[0.4369 0.0888 0.0198 0.007  0.4429 0.0047]\n",
      "\n",
      "Nearest weather station is 0.49 degrees away..\n",
      "\n",
      "[-3.          0.5        -3.21428571  3.87166578  0.          4.18428571\n",
      "  5.78571429 -1.33333333  3.73571353  0.          7.75333333  7.66666667\n",
      " -0.23835616 11.40022386  0.         19.41835616 29.76164384 -6.3\n",
      "  0.         -3.75714286  4.10499944  0.          4.88514286  6.41085714\n",
      " -1.74666667  3.7924252   0.          7.15966667  7.97333333  0.0430137\n",
      " 11.7797475   0.         18.1369863  28.5230137  -9.5        -0.5\n",
      " -4.21428571  5.12596432  0.          8.41428571  7.16571429 -2.1\n",
      "  4.67154507  0.          7.955       8.965       0.40273973 12.64464771\n",
      "  0.         19.77726027 27.98273973  0.          0.          0.71428571\n",
      "  1.14071227  0.          2.04971429  0.71428571  1.5         3.60397928\n",
      "  2.         13.088       1.5         2.76219178  6.28814894 15.\n",
      " 27.65380822  2.76219178]\n",
      "[0.5403 0.092  0.0769 0.0174 0.2548 0.0187]\n",
      "\n",
      "Nearest weather station is 0.01 degrees away..\n",
      "\n",
      "[-4.3        -2.5        -5.14285714  2.51444805  2.          2.61885714\n",
      "  4.34914286 -2.23666667  3.618792    0.          8.41766667  6.84133333\n",
      "  0.43619632 10.87676548  0.         16.88880368 27.46119632 -6.8\n",
      " -2.8        -5.32857143  3.15627008  1.          3.84457143  5.65542857\n",
      " -2.4         3.97425045  0.          8.433       7.814       0.81273006\n",
      " 11.17519845  0.         17.41226994 24.98773006 -9.3        -3.1\n",
      " -5.48571429  4.45466964  0.          5.84971429  7.01028571 -2.52666667\n",
      "  4.72849048  0.          8.96266667  9.18733333  1.22760736 11.64441354\n",
      "  0.         18.22239264 25.22760736  0.          4.2         0.77142857\n",
      "  1.45966169  0.          3.24857143  0.77142857  2.22        5.99251756\n",
      "  1.         22.892       2.22        3.57530675  9.2415665  11.\n",
      " 44.45469325  3.57530675]\n",
      "[0.9198 0.0377 0.0202 0.     0.0224 0.    ]\n",
      "\n",
      "Nearest weather station is 0.67 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-4.3        -2.5        -5.14285714  2.51444805  2.          2.61885714\n",
      "  4.34914286 -2.23666667  3.618792    0.          8.41766667  6.84133333\n",
      "  0.43619632 10.87676548  0.         16.88880368 27.46119632 -6.8\n",
      " -2.8        -5.32857143  3.15627008  1.          3.84457143  5.65542857\n",
      " -2.4         3.97425045  0.          8.433       7.814       0.81273006\n",
      " 11.17519845  0.         17.41226994 24.98773006 -9.3        -3.1\n",
      " -5.48571429  4.45466964  0.          5.84971429  7.01028571 -2.52666667\n",
      "  4.72849048  0.          8.96266667  9.18733333  1.22760736 11.64441354\n",
      "  0.         18.22239264 25.22760736  0.          4.2         0.77142857\n",
      "  1.45966169  0.          3.24857143  0.77142857  2.22        5.99251756\n",
      "  1.         22.892       2.22        3.57530675  9.2415665  11.\n",
      " 44.45469325  3.57530675]\n",
      "[0.4999 0.0578 0.0147 0.     0.4276 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.5389 0.091  0.0188 0.0211 0.3223 0.0079]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[ -2.5         -9.         -10.           4.72833405   1.\n",
      "   7.35         6.82        -4.11666667   4.81608993   1.\n",
      "   7.82666667  12.01333333  -0.8         11.05106591   0.\n",
      "  16.98        28.38        -6.40335196 -10.20335196 -11.67478053\n",
      "   3.54993533   4.           5.17542857   5.40857143  -5.29001862\n",
      "   4.557904     2.           6.08666667  11.33333333  -0.9659547\n",
      "  11.18276143   0.          16.94260274  26.89739726 -10.5\n",
      " -11.5        -13.42857143   3.29965985   6.           3.86857143\n",
      "   4.07142857  -6.58333333   5.01677741   3.           8.50333333\n",
      "  10.91666667  -1.29246575  11.64850855   0.          17.97246575\n",
      "  26.20753425   2.           1.           1.28571429   2.05038573\n",
      "   0.           4.47428571   1.28571429   2.07333333   4.57572824\n",
      "   1.          16.58866667   2.07333333   2.85506849   5.73694954\n",
      "  16.          23.12093151   2.85506849]\n",
      "[0.5786 0.083  0.0128 0.     0.3035 0.022 ]\n",
      "\n",
      "Nearest weather station is 0.21 degrees away..\n",
      "\n",
      "[ -1.7         -8.7        -10.41428571   5.67486402   1.\n",
      "   8.41428571   8.16571429  -4.8          5.00233279   2.\n",
      "   8.52        13.32        -0.97123288  10.79182186   0.\n",
      "  17.27123288  27.72876712  -5.2         -9.5        -11.14285714\n",
      "   4.05739436   3.           5.80485714   6.48914286  -4.85666667\n",
      "   4.43866972   2.           6.15366667  12.13133333  -0.42958904\n",
      "  10.86969036   0.          16.60958904  26.39841096  -9.5\n",
      " -11.         -12.57142857   3.32123655   5.           3.54142857\n",
      "   4.89857143  -5.63333333   4.86472564   2.           7.34333333\n",
      "  11.72166667  -0.66164384  11.5259639    0.          18.16164384\n",
      "  26.69835616   2.6         27.4          4.37142857   9.44241408\n",
      "   0.          21.54057143   4.37142857   2.45666667   6.56402739\n",
      "   2.          23.55133333   2.45666667   2.9969863    5.67688577\n",
      "  16.          22.0750137    2.9969863 ]\n",
      "[0.4212 0.0944 0.0109 0.0144 0.432  0.027 ]\n",
      "\n",
      "Nearest weather station is 0.11 degrees away..\n",
      "\n",
      "[ -1.2         -7.7         -9.27142857   5.34808758   1.\n",
      "   7.86142857   7.36857143  -3.13333333   5.2213238    2.\n",
      "   9.14333333  13.27666667  -0.3369863   11.05201286   0.\n",
      "  17.3169863   28.5430137   -5.1         -8.7        -10.67142857\n",
      "   3.63188825   3.           5.41542857   5.40857143  -4.36333333\n",
      "   4.49847999   2.           6.82833333  11.25666667  -0.30794521\n",
      "  11.00802783   0.          17.20794521  26.56005479  -9.7\n",
      " -10.2        -12.62857143   2.69163481   7.           2.89857143\n",
      "   4.04142857  -6.21666667   4.59797661   2.           7.58166667\n",
      "  10.33833333  -0.89726027  11.45106291   0.          17.69726027\n",
      "  26.80273973   2.8         23.6          5.           7.87400787\n",
      "   0.          17.556        5.           2.19333333   4.70361091\n",
      "   1.          17.23066667   2.19333333   3.26684932   6.58635969\n",
      "  16.          23.34915068   3.26684932]\n",
      "[0.3104 0.0906 0.0095 0.     0.5692 0.0203]\n",
      "\n",
      "Nearest weather station is 0.96 degrees away..\n",
      "\n",
      "[ -4.83333333  -7.83333333 -13.69047619   6.9112449    2.\n",
      "   8.67714286  10.49285714  -7.01666667   5.76986905   2.\n",
      "   8.10333333  16.59166667  -4.45182648  11.20713975   1.\n",
      "  17.11849315  28.88150685  -8.2        -10.8        -15.65714286\n",
      "   5.2158706    3.           7.30114286   7.19285714  -8.91333333\n",
      "   5.18804609   3.           6.21033333  13.36166667  -4.82013699\n",
      "  11.1730592    1.          16.92813699  26.50786301 -12.7\n",
      " -14.7        -18.62857143   4.59369577   6.           5.80857143\n",
      "   6.57142857 -11.88333333   5.45509446   5.           9.95833333\n",
      "  13.31666667  -6.04315068  11.44484485   5.          17.84315068\n",
      "  28.65684932   1.6         14.8          3.48571429   5.03003226\n",
      "   0.          10.79828571   3.48571429   2.35333333   3.55140661\n",
      "   2.          11.34466667   2.35333333   2.66684932   5.06300516\n",
      "  14.          20.13315068   2.66684932]\n",
      "[0.5601 0.1523 0.0094 0.     0.2651 0.0131]\n",
      "\n",
      "Nearest weather station is 0.12 degrees away..\n",
      "\n",
      "[ -2.4         -8.          -9.25714286   4.24427586   2.\n",
      "   6.67114286   6.33485714  -4.03666667   4.240321     2.\n",
      "   7.71466667  11.14133333  -1.11821918  10.74785883   0.\n",
      "  16.45421918  26.96178082  -6.4         -9.2        -11.48571429\n",
      "   3.77034617   3.           4.92971429   5.94228571  -5.51\n",
      "   4.29413165   2.           6.391       11.642       -1.38808219\n",
      "  10.84888236   0.          16.33208219  26.05991781 -10.3\n",
      " -10.2        -13.51428571   3.61719251   4.           3.59628571\n",
      "   5.45571429  -6.82333333   4.8635161    2.           7.77533333\n",
      "  12.03166667  -1.48082192  11.25283109   0.          17.58882192\n",
      "  26.41517808   4.9         21.5          4.28571429   7.21989881\n",
      "   0.          16.21828571   4.28571429   2.43666667   5.75867365\n",
      "   2.          21.19333333   2.43666667   2.65643836   5.67999444\n",
      "  15.          23.25156164   2.65643836]\n",
      "[0.4826 0.0793 0.0142 0.     0.4239 0.    ]\n",
      "\n",
      "Nearest weather station is 1.18 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ -4.83333333  -7.83333333 -13.69047619   6.9112449    2.\n",
      "   8.67714286  10.49285714  -7.01666667   5.76986905   2.\n",
      "   8.10333333  16.59166667  -4.45182648  11.20713975   1.\n",
      "  17.11849315  28.88150685  -8.2        -10.8        -15.65714286\n",
      "   5.2158706    3.           7.30114286   7.19285714  -8.91333333\n",
      "   5.18804609   3.           6.21033333  13.36166667  -4.82013699\n",
      "  11.1730592    1.          16.92813699  26.50786301 -12.7\n",
      " -14.7        -18.62857143   4.59369577   6.           5.80857143\n",
      "   6.57142857 -11.88333333   5.45509446   5.           9.95833333\n",
      "  13.31666667  -6.04315068  11.44484485   5.          17.84315068\n",
      "  28.65684932   1.6         14.8          3.48571429   5.03003226\n",
      "   0.          10.79828571   3.48571429   2.35333333   3.55140661\n",
      "   2.          11.34466667   2.35333333   2.66684932   5.06300516\n",
      "  14.          20.13315068   2.66684932]\n",
      "[0.3643 0.1712 0.0169 0.     0.4155 0.0321]\n",
      "\n",
      "Nearest weather station is 1.22 degrees away..\n",
      "\n",
      "[ -4.83333333  -7.83333333 -13.69047619   6.9112449    2.\n",
      "   8.67714286  10.49285714  -7.01666667   5.76986905   2.\n",
      "   8.10333333  16.59166667  -4.45182648  11.20713975   1.\n",
      "  17.11849315  28.88150685  -8.2        -10.8        -15.65714286\n",
      "   5.2158706    3.           7.30114286   7.19285714  -8.91333333\n",
      "   5.18804609   3.           6.21033333  13.36166667  -4.82013699\n",
      "  11.1730592    1.          16.92813699  26.50786301 -12.7\n",
      " -14.7        -18.62857143   4.59369577   6.           5.80857143\n",
      "   6.57142857 -11.88333333   5.45509446   5.           9.95833333\n",
      "  13.31666667  -6.04315068  11.44484485   5.          17.84315068\n",
      "  28.65684932   1.6         14.8          3.48571429   5.03003226\n",
      "   0.          10.79828571   3.48571429   2.35333333   3.55140661\n",
      "   2.          11.34466667   2.35333333   2.66684932   5.06300516\n",
      "  14.          20.13315068   2.66684932]\n",
      "[0.4791 0.1465 0.     0.     0.3744 0.    ]\n",
      "\n",
      "Nearest weather station is 0.17 degrees away..\n",
      "\n",
      "[ -2.          -9.          -9.           4.45613542   2.\n",
      "   6.79         6.38        -3.55         4.66252793   1.\n",
      "   7.76        11.37        -0.95753425  11.03737012   0.\n",
      "  17.31753425  27.44246575  -6.         -10.         -10.75714286\n",
      "   3.28148797   5.           4.66714286   5.55085714  -4.81666667\n",
      "   4.23989649   2.           4.97166667  10.75533333  -1.03369863\n",
      "  11.12271962   0.          17.03369863  26.01830137  -9.7\n",
      " -10.7        -12.2          2.80305955   7.           2.97\n",
      "   4.85        -5.81666667   4.66312366   2.           8.39166667\n",
      "  10.65833333  -0.82191781  11.60464003   0.          17.62191781\n",
      "  26.37808219   4.6         18.2          3.4          6.23904755\n",
      "   0.          13.984        3.4          2.37333333   4.6446337\n",
      "   1.          14.26066667   2.37333333   2.88767123   6.75973869\n",
      "  12.          24.68032877   2.88767123]\n",
      "[0.3005 0.0877 0.0148 0.     0.5706 0.0264]\n",
      "\n",
      "Nearest weather station is 0.11 degrees away..\n",
      "\n",
      "[-1.4        -7.5        -7.28571429  3.505273    1.          5.72971429\n",
      "  4.98228571 -0.64666667  4.76897846  0.          5.43066667 11.11533333\n",
      " -0.49013699  9.51394643  0.         15.52613699 21.31786301 -4.\n",
      " -8.1        -8.21428571  2.57372913  4.          4.07628571  4.15371429\n",
      " -2.33        4.15388573  1.          5.701       9.532      -0.30287671\n",
      "  9.68874074  0.         16.23887671 20.53312329 -6.5        -8.4\n",
      " -8.9         1.70629088  7.          2.316       3.268      -3.83\n",
      "  3.73471552  1.          7.124       7.832       0.06767123 10.14266974\n",
      "  0.         17.78432877 21.04767123  5.          0.          1.\n",
      "  1.77281052  0.          3.82        1.          3.40333333  8.67227319\n",
      "  1.         33.02666667  3.40333333  3.00794521  7.50889118  9.\n",
      " 28.71205479  3.00794521]\n",
      "[0.5319 0.0212 0.017  0.     0.43   0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.6222 0.0676 0.018  0.     0.2807 0.0115]\n",
      "\n",
      "Nearest weather station is 0.01 degrees away..\n",
      "\n",
      "[ -2.8        -13.8        -12.94285714   6.15115718   1.\n",
      "   9.72285714  10.49714286  -5.1          6.27109772   1.\n",
      "   9.72        16.96        -2.54041096  11.34509627   2.\n",
      "  17.74041096  30.25958904  -7.         -12.8        -14.84285714\n",
      "   4.12409545   6.           7.49485714   5.32514286  -7.53\n",
      "   5.26112472   3.           7.882       12.132       -3.14671233\n",
      "  11.03240985   1.          16.52671233  25.69328767 -11.090625\n",
      " -11.590625   -16.51919643   4.79157424   4.           5.39857143\n",
      "   6.07142857  -9.77395833   5.57596529   3.          10.16833333\n",
      "  12.81666667  -3.6015839   11.45628453   3.          18.0109589\n",
      "  28.0290411    7.          15.4          7.48571429   5.04137979\n",
      "   1.           7.65028571   7.42571429   4.33666667   5.19836406\n",
      "   2.          12.45733333   4.33666667   3.6569863    5.63609568\n",
      "  15.          21.3430137    3.6569863 ]\n",
      "[0.5026 0.1745 0.0112 0.     0.3117 0.    ]\n",
      "\n",
      "Nearest weather station is 0.07 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 2.8        13.8        12.94285714  6.15115718  1.          9.72285714\n",
      " 10.49714286  5.1         6.27109772  1.          9.72       16.96\n",
      "  2.54041096 11.34509627  2.         17.74041096 30.25958904  7.\n",
      " 12.8        14.84285714  4.12409545  6.          7.49485714  5.32514286\n",
      "  7.53        5.26112472  3.          7.882      12.132       3.14671233\n",
      " 11.03240985  1.         16.52671233 25.69328767 11.090625   11.590625\n",
      " 16.51919643  4.79157424  4.          5.39857143  6.07142857  9.77395833\n",
      "  5.57596529  3.         10.16833333 12.81666667  3.6015839  11.45628453\n",
      "  3.         18.0109589  28.0290411   7.         15.4         7.48571429\n",
      "  5.04137979  1.          7.65028571  7.42571429  4.33666667  5.19836406\n",
      "  2.         12.45733333  4.33666667  3.6569863   5.63609568 15.\n",
      " 21.3430137   3.6569863 ]\n",
      "[0.5269 0.1131 0.0167 0.     0.3294 0.0138]\n",
      "\n",
      "Nearest weather station is 0.11 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 2.8        13.8        12.94285714  6.15115718  1.          9.72285714\n",
      " 10.49714286  5.1         6.27109772  1.          9.72       16.96\n",
      "  2.54041096 11.34509627  2.         17.74041096 30.25958904  7.\n",
      " 12.8        14.84285714  4.12409545  6.          7.49485714  5.32514286\n",
      "  7.53        5.26112472  3.          7.882      12.132       3.14671233\n",
      " 11.03240985  1.         16.52671233 25.69328767 11.090625   11.590625\n",
      " 16.51919643  4.79157424  4.          5.39857143  6.07142857  9.77395833\n",
      "  5.57596529  3.         10.16833333 12.81666667  3.6015839  11.45628453\n",
      "  3.         18.0109589  28.0290411   7.         15.4         7.48571429\n",
      "  5.04137979  1.          7.65028571  7.42571429  4.33666667  5.19836406\n",
      "  2.         12.45733333  4.33666667  3.6569863   5.63609568 15.\n",
      " 21.3430137   3.6569863 ]\n",
      "[0.3331 0.1192 0.0147 0.     0.4994 0.0335]\n",
      "\n",
      "Nearest weather station is 0.57 degrees away..\n",
      "\n",
      "[ -0.7         -5.7         -8.05714286   4.9476855    0.\n",
      "   7.17714286   6.58285714  -1.85         5.06811931   0.\n",
      "   8.57        12.56         0.55616438  11.13968577   0.\n",
      "  16.74383562  29.79616438  -4.1         -7.2         -9.91428571\n",
      "   3.81367036   2.           5.62828571   5.69571429  -3.73\n",
      "   4.62422246   2.           6.185       11.535        0.22\n",
      "  11.09194445   0.          16.988       26.92        -8.2\n",
      "  -9.2        -12.34285714   3.4300592    4.           4.08285714\n",
      "   4.85714286  -6.23333333   4.82516551   2.           9.30833333\n",
      "  10.96666667  -0.76643836  11.46429255   0.          17.74643836\n",
      "  26.93356164   5.8         17.9          5.           6.07124369\n",
      "   0.          12.33         5.           2.20333333   4.00853118\n",
      "   1.          13.14466667   2.20333333   3.05328767   5.63398106\n",
      "  16.          21.51871233   3.05328767]\n",
      "[0.4523 0.0576 0.0149 0.     0.4526 0.0226]\n",
      "\n",
      "Nearest weather station is 1.18 degrees away..\n",
      "\n",
      "[ -4.83333333  -7.83333333 -13.69047619   6.9112449    2.\n",
      "   8.67714286  10.49285714  -7.01666667   5.76986905   2.\n",
      "   8.10333333  16.59166667  -4.45182648  11.20713975   1.\n",
      "  17.11849315  28.88150685  -8.2        -10.8        -15.65714286\n",
      "   5.2158706    3.           7.30114286   7.19285714  -8.91333333\n",
      "   5.18804609   3.           6.21033333  13.36166667  -4.82013699\n",
      "  11.1730592    1.          16.92813699  26.50786301 -12.7\n",
      " -14.7        -18.62857143   4.59369577   6.           5.80857143\n",
      "   6.57142857 -11.88333333   5.45509446   5.           9.95833333\n",
      "  13.31666667  -6.04315068  11.44484485   5.          17.84315068\n",
      "  28.65684932   1.6         14.8          3.48571429   5.03003226\n",
      "   0.          10.79828571   3.48571429   2.35333333   3.55140661\n",
      "   2.          11.34466667   2.35333333   2.66684932   5.06300516\n",
      "  14.          20.13315068   2.66684932]\n",
      "[0.3685 0.2111 0.0175 0.0199 0.3829 0.    ]\n",
      "\n",
      "Nearest weather station is 0.76 degrees away..\n",
      "\n",
      "[-2.00000000e+00 -9.00000000e+00 -8.85714286e+00  5.64240505e+00\n",
      "  2.00000000e+00  6.79714286e+00  8.14285714e+00 -2.50000000e+00\n",
      "  5.17526167e+00  2.00000000e+00  6.92000000e+00  1.45000000e+01\n",
      " -2.30000000e+00  1.22472666e+01  0.00000000e+00  1.83000000e+01\n",
      "  2.97000000e+01 -5.00000000e+00 -9.00000000e+00 -1.03571429e+01\n",
      "  4.37292225e+00  2.00000000e+00  5.29714286e+00  7.02285714e+00\n",
      " -4.03333333e+00  4.63129452e+00  2.00000000e+00  5.38833333e+00\n",
      "  1.28866667e+01 -9.85205479e-01  1.18674584e+01  0.00000000e+00\n",
      "  1.79852055e+01  2.80147945e+01 -8.40000000e+00 -9.40000000e+00\n",
      " -1.22571429e+01  3.52252229e+00  3.00000000e+00  3.79714286e+00\n",
      "  5.96285714e+00 -5.96666667e+00  4.49209182e+00  3.00000000e+00\n",
      "  7.40666667e+00  1.15633333e+01  5.47945205e-03  1.19815285e+01\n",
      "  0.00000000e+00  1.85945205e+01  2.74054795e+01  0.00000000e+00\n",
      "  1.00000000e+00  3.14285714e+00  2.69542318e+00  0.00000000e+00\n",
      "  3.79714286e+00  3.14285714e+00  2.06666667e+00  3.51125176e+00\n",
      "  2.00000000e+00  1.10633333e+01  2.06666667e+00  3.05780822e+00\n",
      "  4.98862243e+00  1.50000000e+01  1.85741918e+01  3.05780822e+00]\n",
      "[0.2793 0.0918 0.0145 0.     0.6144 0.    ]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ -1.5         -4.8         -8.88571429   5.05524581   1.\n",
      "   7.18771429   7.57028571  -4.03333333   4.41379152   2.\n",
      "   8.08533333  11.87066667  -0.42945205  10.94731979   0.\n",
      "  16.60145205  26.17854795  -5.6         -7.1        -10.92857143\n",
      "   4.28075904   2.           5.23857143   6.77542857  -5.05666667\n",
      "   4.412685     2.           6.68266667  12.27933333  -0.5909589\n",
      "  11.03752692   0.          16.5909589   25.4450411   -9.7\n",
      "  -9.5        -12.94285714   3.82094122   3.           3.63085714\n",
      "   6.00314286  -6.09666667   5.02795408   2.           8.24866667\n",
      "  12.64233333  -0.74356164  11.40778842   0.          17.35956164\n",
      "  26.30443836   5.4         17.           3.84285714   5.72110308\n",
      "   0.          12.46114286   3.84285714   2.05         4.55051279\n",
      "   2.          15.305        2.05         2.56767123   5.73008368\n",
      "  13.          29.74032877   2.56767123]\n",
      "[0.4118 0.0925 0.0112 0.     0.4712 0.0133]\n",
      "\n",
      "Nearest weather station is 0.40 degrees away..\n",
      "\n",
      "[-2.00000000e+00 -9.00000000e+00 -8.85714286e+00  5.64240505e+00\n",
      "  2.00000000e+00  6.79714286e+00  8.14285714e+00 -2.50000000e+00\n",
      "  5.17526167e+00  2.00000000e+00  6.92000000e+00  1.45000000e+01\n",
      " -2.30000000e+00  1.22472666e+01  0.00000000e+00  1.83000000e+01\n",
      "  2.97000000e+01 -5.00000000e+00 -9.00000000e+00 -1.03571429e+01\n",
      "  4.37292225e+00  2.00000000e+00  5.29714286e+00  7.02285714e+00\n",
      " -4.03333333e+00  4.63129452e+00  2.00000000e+00  5.38833333e+00\n",
      "  1.28866667e+01 -9.85205479e-01  1.18674584e+01  0.00000000e+00\n",
      "  1.79852055e+01  2.80147945e+01 -8.40000000e+00 -9.40000000e+00\n",
      " -1.22571429e+01  3.52252229e+00  3.00000000e+00  3.79714286e+00\n",
      "  5.96285714e+00 -5.96666667e+00  4.49209182e+00  3.00000000e+00\n",
      "  7.40666667e+00  1.15633333e+01  5.47945205e-03  1.19815285e+01\n",
      "  0.00000000e+00  1.85945205e+01  2.74054795e+01  0.00000000e+00\n",
      "  1.00000000e+00  3.14285714e+00  2.69542318e+00  0.00000000e+00\n",
      "  3.79714286e+00  3.14285714e+00  2.06666667e+00  3.51125176e+00\n",
      "  2.00000000e+00  1.10633333e+01  2.06666667e+00  3.05780822e+00\n",
      "  4.98862243e+00  1.50000000e+01  1.85741918e+01  3.05780822e+00]\n",
      "[0.4824 0.048  0.0167 0.     0.3617 0.0911]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[-6.00000000e-01 -5.60000000e+00 -9.88571429e+00  6.06428151e+00\n",
      "  1.00000000e+00  8.98571429e+00  9.03428571e+00 -2.88333333e+00\n",
      "  5.72375654e+00  1.00000000e+00  8.20333333e+00  1.53466667e+01\n",
      "  1.78082192e-02  1.08315792e+01  0.00000000e+00  1.67421918e+01\n",
      "  2.71178082e+01 -4.10000000e+00 -6.40000000e+00 -1.14714286e+01\n",
      "  4.90792778e+00  3.00000000e+00  7.23342857e+00  6.32057143e+00\n",
      " -5.03666667e+00  5.15942396e+00  2.00000000e+00  7.44666667e+00\n",
      "  1.23413333e+01 -5.10684932e-01  1.08377282e+01  0.00000000e+00\n",
      "  1.65906849e+01  2.66973151e+01 -7.60000000e+00 -7.10000000e+00\n",
      " -1.30285714e+01  4.83608882e+00  3.00000000e+00  5.89857143e+00\n",
      "  6.54142857e+00 -7.21666667e+00  5.29887305e+00  3.00000000e+00\n",
      "  1.01816667e+01  1.22383333e+01 -1.06027397e+00  1.12848151e+01\n",
      "  1.00000000e+00  1.74602740e+01  2.83997260e+01  3.20000000e+00\n",
      "  1.72000000e+01  5.71428571e+00  6.74927056e+00  0.00000000e+00\n",
      "  1.13537143e+01  5.71428571e+00  3.56000000e+00  5.13274455e+00\n",
      "  2.00000000e+00  1.37820000e+01  3.56000000e+00  3.47178082e+00\n",
      "  5.89982107e+00  1.60000000e+01  2.05682192e+01  3.47178082e+00]\n",
      "[0.4656 0.1177 0.0152 0.     0.3889 0.0125]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "[ -0.7         -5.7         -8.05714286   4.9476855    0.\n",
      "   7.17714286   6.58285714  -1.85         5.06811931   0.\n",
      "   8.57        12.56         0.55616438  11.13968577   0.\n",
      "  16.74383562  29.79616438  -4.1         -7.2         -9.91428571\n",
      "   3.81367036   2.           5.62828571   5.69571429  -3.73\n",
      "   4.62422246   2.           6.185       11.535        0.22\n",
      "  11.09194445   0.          16.988       26.92        -8.2\n",
      "  -9.2        -12.34285714   3.4300592    4.           4.08285714\n",
      "   4.85714286  -6.23333333   4.82516551   2.           9.30833333\n",
      "  10.96666667  -0.76643836  11.46429255   0.          17.74643836\n",
      "  26.93356164   5.8         17.9          5.           6.07124369\n",
      "   0.          12.33         5.           2.20333333   4.00853118\n",
      "   1.          13.14466667   2.20333333   3.05328767   5.63398106\n",
      "  16.          21.51871233   3.05328767]\n",
      "[0.3421 0.1952 0.0101 0.     0.4527 0.    ]\n",
      "\n",
      "Nearest weather station is 1.30 degrees away..\n",
      "\n",
      "[ -2.5         -6.         -10.92857143   6.04405594   1.\n",
      "   8.24857143   9.74142857  -5.06666667   5.31465479   1.\n",
      "  10.34166667  14.33833333  -0.62876712  11.15948493   0.\n",
      "  17.62876712  28.55123288  -6.5         -8.6        -12.5\n",
      "   4.60620699   3.           5.874        6.962       -5.92333333\n",
      "   4.72875483   3.           7.63033333  13.00966667  -0.91150685\n",
      "  11.01794945   0.          16.91150685  26.56849315 -10.5\n",
      " -11.         -13.92857143   3.71703195   4.           3.89857143\n",
      "   5.01142857  -6.7          5.19230199   3.           8.62\n",
      "  12.01        -1.11506849  11.33834168   0.          17.29506849\n",
      "  26.64493151   8.6         36.8          7.2         12.41151539\n",
      "   0.          27.908        7.2          2.76666667   6.97062089\n",
      "   1.          27.01533333   2.76666667   3.24821918   6.44180936\n",
      "  13.          26.97578082   3.24821918]\n",
      "[0.4595 0.0874 0.0115 0.     0.4227 0.0188]\n",
      "\n",
      "Nearest weather station is 0.49 degrees away..\n",
      "\n",
      "[ -2.5         -6.         -10.92857143   6.04405594   1.\n",
      "   8.24857143   9.74142857  -5.06666667   5.31465479   1.\n",
      "  10.34166667  14.33833333  -0.62876712  11.15948493   0.\n",
      "  17.62876712  28.55123288  -6.5         -8.6        -12.5\n",
      "   4.60620699   3.           5.874        6.962       -5.92333333\n",
      "   4.72875483   3.           7.63033333  13.00966667  -0.91150685\n",
      "  11.01794945   0.          16.91150685  26.56849315 -10.5\n",
      " -11.         -13.92857143   3.71703195   4.           3.89857143\n",
      "   5.01142857  -6.7          5.19230199   3.           8.62\n",
      "  12.01        -1.11506849  11.33834168   0.          17.29506849\n",
      "  26.64493151   8.6         36.8          7.2         12.41151539\n",
      "   0.          27.908        7.2          2.76666667   6.97062089\n",
      "   1.          27.01533333   2.76666667   3.24821918   6.44180936\n",
      "  13.          26.97578082   3.24821918]\n",
      "[0.5145 0.1722 0.0349 0.     0.254  0.0244]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.3738 0.0753 0.0178 0.     0.492  0.0411]\n",
      "\n",
      "Nearest weather station is 0.49 degrees away..\n",
      "\n",
      "[ -2.5         -6.         -10.92857143   6.04405594   1.\n",
      "   8.24857143   9.74142857  -5.06666667   5.31465479   1.\n",
      "  10.34166667  14.33833333  -0.62876712  11.15948493   0.\n",
      "  17.62876712  28.55123288  -6.5         -8.6        -12.5\n",
      "   4.60620699   3.           5.874        6.962       -5.92333333\n",
      "   4.72875483   3.           7.63033333  13.00966667  -0.91150685\n",
      "  11.01794945   0.          16.91150685  26.56849315 -10.5\n",
      " -11.         -13.92857143   3.71703195   4.           3.89857143\n",
      "   5.01142857  -6.7          5.19230199   3.           8.62\n",
      "  12.01        -1.11506849  11.33834168   0.          17.29506849\n",
      "  26.64493151   8.6         36.8          7.2         12.41151539\n",
      "   0.          27.908        7.2          2.76666667   6.97062089\n",
      "   1.          27.01533333   2.76666667   3.24821918   6.44180936\n",
      "  13.          26.97578082   3.24821918]\n",
      "[0.514  0.1796 0.0349 0.     0.2308 0.0407]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ -2.          -9.          -9.           4.45613542   2.\n",
      "   6.79         6.38        -3.55         4.66252793   1.\n",
      "   7.76        11.37        -0.95753425  11.03737012   0.\n",
      "  17.31753425  27.44246575  -6.         -10.         -10.75714286\n",
      "   3.28148797   5.           4.66714286   5.55085714  -4.81666667\n",
      "   4.23989649   2.           4.97166667  10.75533333  -1.03369863\n",
      "  11.12271962   0.          17.03369863  26.01830137  -9.7\n",
      " -10.7        -12.2          2.80305955   7.           2.97\n",
      "   4.85        -5.81666667   4.66312366   2.           8.39166667\n",
      "  10.65833333  -0.82191781  11.60464003   0.          17.62191781\n",
      "  26.37808219   4.6         18.2          3.4          6.23904755\n",
      "   0.          13.984        3.4          2.37333333   4.6446337\n",
      "   1.          14.26066667   2.37333333   2.88767123   6.75973869\n",
      "  12.          24.68032877   2.88767123]\n",
      "[0.3276 0.1141 0.024  0.     0.522  0.0124]\n",
      "\n",
      "Nearest weather station is 0.48 degrees away..\n",
      "\n",
      "[-2.00000000e+00 -9.00000000e+00 -8.85714286e+00  5.64240505e+00\n",
      "  2.00000000e+00  6.79714286e+00  8.14285714e+00 -2.50000000e+00\n",
      "  5.17526167e+00  2.00000000e+00  6.92000000e+00  1.45000000e+01\n",
      " -2.30000000e+00  1.22472666e+01  0.00000000e+00  1.83000000e+01\n",
      "  2.97000000e+01 -5.00000000e+00 -9.00000000e+00 -1.03571429e+01\n",
      "  4.37292225e+00  2.00000000e+00  5.29714286e+00  7.02285714e+00\n",
      " -4.03333333e+00  4.63129452e+00  2.00000000e+00  5.38833333e+00\n",
      "  1.28866667e+01 -9.85205479e-01  1.18674584e+01  0.00000000e+00\n",
      "  1.79852055e+01  2.80147945e+01 -8.40000000e+00 -9.40000000e+00\n",
      " -1.22571429e+01  3.52252229e+00  3.00000000e+00  3.79714286e+00\n",
      "  5.96285714e+00 -5.96666667e+00  4.49209182e+00  3.00000000e+00\n",
      "  7.40666667e+00  1.15633333e+01  5.47945205e-03  1.19815285e+01\n",
      "  0.00000000e+00  1.85945205e+01  2.74054795e+01  0.00000000e+00\n",
      "  1.00000000e+00  3.14285714e+00  2.69542318e+00  0.00000000e+00\n",
      "  3.79714286e+00  3.14285714e+00  2.06666667e+00  3.51125176e+00\n",
      "  2.00000000e+00  1.10633333e+01  2.06666667e+00  3.05780822e+00\n",
      "  4.98862243e+00  1.50000000e+01  1.85741918e+01  3.05780822e+00]\n",
      "[0.358  0.106  0.0352 0.     0.5007 0.    ]\n",
      "\n",
      "Nearest weather station is 0.67 degrees away..\n",
      "\n",
      "\n",
      "Nearest weather station is 1.06 degrees away..\n",
      "\n",
      "[-2.00000000e+00 -9.00000000e+00 -8.85714286e+00  5.64240505e+00\n",
      "  2.00000000e+00  6.79714286e+00  8.14285714e+00 -2.50000000e+00\n",
      "  5.17526167e+00  2.00000000e+00  6.92000000e+00  1.45000000e+01\n",
      " -2.30000000e+00  1.22472666e+01  0.00000000e+00  1.83000000e+01\n",
      "  2.97000000e+01 -5.00000000e+00 -9.00000000e+00 -1.03571429e+01\n",
      "  4.37292225e+00  2.00000000e+00  5.29714286e+00  7.02285714e+00\n",
      " -4.03333333e+00  4.63129452e+00  2.00000000e+00  5.38833333e+00\n",
      "  1.28866667e+01 -9.85205479e-01  1.18674584e+01  0.00000000e+00\n",
      "  1.79852055e+01  2.80147945e+01 -8.40000000e+00 -9.40000000e+00\n",
      " -1.22571429e+01  3.52252229e+00  3.00000000e+00  3.79714286e+00\n",
      "  5.96285714e+00 -5.96666667e+00  4.49209182e+00  3.00000000e+00\n",
      "  7.40666667e+00  1.15633333e+01  5.47945205e-03  1.19815285e+01\n",
      "  0.00000000e+00  1.85945205e+01  2.74054795e+01  0.00000000e+00\n",
      "  1.00000000e+00  3.14285714e+00  2.69542318e+00  0.00000000e+00\n",
      "  3.79714286e+00  3.14285714e+00  2.06666667e+00  3.51125176e+00\n",
      "  2.00000000e+00  1.10633333e+01  2.06666667e+00  3.05780822e+00\n",
      "  4.98862243e+00  1.50000000e+01  1.85741918e+01  3.05780822e+00]\n",
      "[0.3034 0.0709 0.0215 0.     0.5999 0.0044]\n",
      "\n",
      "Nearest weather station is 0.18 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-2.00000000e+00 -9.00000000e+00 -8.85714286e+00  5.64240505e+00\n",
      "  2.00000000e+00  6.79714286e+00  8.14285714e+00 -2.50000000e+00\n",
      "  5.17526167e+00  2.00000000e+00  6.92000000e+00  1.45000000e+01\n",
      " -2.30000000e+00  1.22472666e+01  0.00000000e+00  1.83000000e+01\n",
      "  2.97000000e+01 -5.00000000e+00 -9.00000000e+00 -1.03571429e+01\n",
      "  4.37292225e+00  2.00000000e+00  5.29714286e+00  7.02285714e+00\n",
      " -4.03333333e+00  4.63129452e+00  2.00000000e+00  5.38833333e+00\n",
      "  1.28866667e+01 -9.85205479e-01  1.18674584e+01  0.00000000e+00\n",
      "  1.79852055e+01  2.80147945e+01 -8.40000000e+00 -9.40000000e+00\n",
      " -1.22571429e+01  3.52252229e+00  3.00000000e+00  3.79714286e+00\n",
      "  5.96285714e+00 -5.96666667e+00  4.49209182e+00  3.00000000e+00\n",
      "  7.40666667e+00  1.15633333e+01  5.47945205e-03  1.19815285e+01\n",
      "  0.00000000e+00  1.85945205e+01  2.74054795e+01  0.00000000e+00\n",
      "  1.00000000e+00  3.14285714e+00  2.69542318e+00  0.00000000e+00\n",
      "  3.79714286e+00  3.14285714e+00  2.06666667e+00  3.51125176e+00\n",
      "  2.00000000e+00  1.10633333e+01  2.06666667e+00  3.05780822e+00\n",
      "  4.98862243e+00  1.50000000e+01  1.85741918e+01  3.05780822e+00]\n",
      "[0.2331 0.064  0.0129 0.     0.6617 0.0282]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ -2.4         -8.          -9.25714286   4.24427586   2.\n",
      "   6.67114286   6.33485714  -4.03666667   4.240321     2.\n",
      "   7.71466667  11.14133333  -1.11821918  10.74785883   0.\n",
      "  16.45421918  26.96178082  -6.4         -9.2        -11.48571429\n",
      "   3.77034617   3.           4.92971429   5.94228571  -5.51\n",
      "   4.29413165   2.           6.391       11.642       -1.38808219\n",
      "  10.84888236   0.          16.33208219  26.05991781 -10.3\n",
      " -10.2        -13.51428571   3.61719251   4.           3.59628571\n",
      "   5.45571429  -6.82333333   4.8635161    2.           7.77533333\n",
      "  12.03166667  -1.48082192  11.25283109   0.          17.58882192\n",
      "  26.41517808   4.9         21.5          4.28571429   7.21989881\n",
      "   0.          16.21828571   4.28571429   2.43666667   5.75867365\n",
      "   2.          21.19333333   2.43666667   2.65643836   5.67999444\n",
      "  15.          23.25156164   2.65643836]\n",
      "[0.7416 0.1472 0.025  0.     0.0667 0.0196]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.6575 0.0598 0.0172 0.     0.242  0.0235]\n",
      "\n",
      "Nearest weather station is 1.22 degrees away..\n",
      "\n",
      "[ 0.76981134 -7.23018866 -6.65876009  4.89481191  1.          7.24857143\n",
      "  7.77142857 -1.74685533  4.68238425  1.          8.87166667 11.53333333\n",
      "  1.34172915 10.98643583  1.         17.42808219 31.25191781 -2.68283252\n",
      " -7.48283252 -8.0685468   3.66076829  2.          5.25971429  6.48628571\n",
      " -2.32949918  4.13116072  1.          5.55966667 11.35133333  1.8179894\n",
      " 10.89746916  0.         16.99917808 27.90882192 -6.5        -8.\n",
      " -9.71428571  3.14934396  3.          3.21428571  5.13571429 -3.2\n",
      "  4.58911756  1.          6.2        11.075       1.98630137 11.40526239\n",
      "  0.         18.01369863 26.16630137  0.         24.8         3.62857143\n",
      "  8.64435642  0.         19.70742857  3.62857143  2.42        5.76543725\n",
      "  2.         20.93        2.42        3.10849315  5.9340866  18.\n",
      " 22.97950685  3.10849315]\n",
      "[0.3885 0.0882 0.0118 0.     0.499  0.0125]\n",
      "\n",
      "Nearest weather station is 1.07 degrees away..\n",
      "\n",
      "[ -4.83333333  -7.83333333 -13.69047619   6.9112449    2.\n",
      "   8.67714286  10.49285714  -7.01666667   5.76986905   2.\n",
      "   8.10333333  16.59166667  -4.45182648  11.20713975   1.\n",
      "  17.11849315  28.88150685  -8.2        -10.8        -15.65714286\n",
      "   5.2158706    3.           7.30114286   7.19285714  -8.91333333\n",
      "   5.18804609   3.           6.21033333  13.36166667  -4.82013699\n",
      "  11.1730592    1.          16.92813699  26.50786301 -12.7\n",
      " -14.7        -18.62857143   4.59369577   6.           5.80857143\n",
      "   6.57142857 -11.88333333   5.45509446   5.           9.95833333\n",
      "  13.31666667  -6.04315068  11.44484485   5.          17.84315068\n",
      "  28.65684932   1.6         14.8          3.48571429   5.03003226\n",
      "   0.          10.79828571   3.48571429   2.35333333   3.55140661\n",
      "   2.          11.34466667   2.35333333   2.66684932   5.06300516\n",
      "  14.          20.13315068   2.66684932]\n",
      "[0.2575 0.0639 0.0475 0.0488 0.5279 0.0545]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ -2.5         -9.         -10.           4.72833405   1.\n",
      "   7.35         6.82        -4.11666667   4.81608993   1.\n",
      "   7.82666667  12.01333333  -0.8         11.05106591   0.\n",
      "  16.98        28.38        -6.40335196 -10.20335196 -11.67478053\n",
      "   3.54993533   4.           5.17542857   5.40857143  -5.29001862\n",
      "   4.557904     2.           6.08666667  11.33333333  -0.9659547\n",
      "  11.18276143   0.          16.94260274  26.89739726 -10.5\n",
      " -11.5        -13.42857143   3.29965985   6.           3.86857143\n",
      "   4.07142857  -6.58333333   5.01677741   3.           8.50333333\n",
      "  10.91666667  -1.29246575  11.64850855   0.          17.97246575\n",
      "  26.20753425   2.           1.           1.28571429   2.05038573\n",
      "   0.           4.47428571   1.28571429   2.07333333   4.57572824\n",
      "   1.          16.58866667   2.07333333   2.85506849   5.73694954\n",
      "  16.          23.12093151   2.85506849]\n",
      "[0.4327 0.0952 0.0152 0.0235 0.4335 0.    ]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ -2.5         -9.         -10.           4.72833405   1.\n",
      "   7.35         6.82        -4.11666667   4.81608993   1.\n",
      "   7.82666667  12.01333333  -0.8         11.05106591   0.\n",
      "  16.98        28.38        -6.40335196 -10.20335196 -11.67478053\n",
      "   3.54993533   4.           5.17542857   5.40857143  -5.29001862\n",
      "   4.557904     2.           6.08666667  11.33333333  -0.9659547\n",
      "  11.18276143   0.          16.94260274  26.89739726 -10.5\n",
      " -11.5        -13.42857143   3.29965985   6.           3.86857143\n",
      "   4.07142857  -6.58333333   5.01677741   3.           8.50333333\n",
      "  10.91666667  -1.29246575  11.64850855   0.          17.97246575\n",
      "  26.20753425   2.           1.           1.28571429   2.05038573\n",
      "   0.           4.47428571   1.28571429   2.07333333   4.57572824\n",
      "   1.          16.58866667   2.07333333   2.85506849   5.73694954\n",
      "  16.          23.12093151   2.85506849]\n",
      "[0.4477 0.0828 0.0099 0.0114 0.4255 0.0228]\n",
      "\n",
      "Nearest weather station is 0.12 degrees away..\n",
      "\n",
      "[ -1.5         -4.8         -8.88571429   5.05524581   1.\n",
      "   7.18771429   7.57028571  -4.03333333   4.41379152   2.\n",
      "   8.08533333  11.87066667  -0.42945205  10.94731979   0.\n",
      "  16.60145205  26.17854795  -5.6         -7.1        -10.92857143\n",
      "   4.28075904   2.           5.23857143   6.77542857  -5.05666667\n",
      "   4.412685     2.           6.68266667  12.27933333  -0.5909589\n",
      "  11.03752692   0.          16.5909589   25.4450411   -9.7\n",
      "  -9.5        -12.94285714   3.82094122   3.           3.63085714\n",
      "   6.00314286  -6.09666667   5.02795408   2.           8.24866667\n",
      "  12.64233333  -0.74356164  11.40778842   0.          17.35956164\n",
      "  26.30443836   5.4         17.           3.84285714   5.72110308\n",
      "   0.          12.46114286   3.84285714   2.05         4.55051279\n",
      "   2.          15.305        2.05         2.56767123   5.73008368\n",
      "  13.          29.74032877   2.56767123]\n",
      "[0.513  0.1332 0.0123 0.0159 0.3227 0.0029]\n",
      "\n",
      "Nearest weather station is 1.12 degrees away..\n",
      "\n",
      "[ -4.83333333  -7.83333333 -13.69047619   6.9112449    2.\n",
      "   8.67714286  10.49285714  -7.01666667   5.76986905   2.\n",
      "   8.10333333  16.59166667  -4.45182648  11.20713975   1.\n",
      "  17.11849315  28.88150685  -8.2        -10.8        -15.65714286\n",
      "   5.2158706    3.           7.30114286   7.19285714  -8.91333333\n",
      "   5.18804609   3.           6.21033333  13.36166667  -4.82013699\n",
      "  11.1730592    1.          16.92813699  26.50786301 -12.7\n",
      " -14.7        -18.62857143   4.59369577   6.           5.80857143\n",
      "   6.57142857 -11.88333333   5.45509446   5.           9.95833333\n",
      "  13.31666667  -6.04315068  11.44484485   5.          17.84315068\n",
      "  28.65684932   1.6         14.8          3.48571429   5.03003226\n",
      "   0.          10.79828571   3.48571429   2.35333333   3.55140661\n",
      "   2.          11.34466667   2.35333333   2.66684932   5.06300516\n",
      "  14.          20.13315068   2.66684932]\n",
      "[0.3412 0.212  0.0224 0.     0.4185 0.0059]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ -4.83333333  -7.83333333 -13.69047619   6.9112449    2.\n",
      "   8.67714286  10.49285714  -7.01666667   5.76986905   2.\n",
      "   8.10333333  16.59166667  -4.45182648  11.20713975   1.\n",
      "  17.11849315  28.88150685  -8.2        -10.8        -15.65714286\n",
      "   5.2158706    3.           7.30114286   7.19285714  -8.91333333\n",
      "   5.18804609   3.           6.21033333  13.36166667  -4.82013699\n",
      "  11.1730592    1.          16.92813699  26.50786301 -12.7\n",
      " -14.7        -18.62857143   4.59369577   6.           5.80857143\n",
      "   6.57142857 -11.88333333   5.45509446   5.           9.95833333\n",
      "  13.31666667  -6.04315068  11.44484485   5.          17.84315068\n",
      "  28.65684932   1.6         14.8          3.48571429   5.03003226\n",
      "   0.          10.79828571   3.48571429   2.35333333   3.55140661\n",
      "   2.          11.34466667   2.35333333   2.66684932   5.06300516\n",
      "  14.          20.13315068   2.66684932]\n",
      "[0.3253 0.107  0.0164 0.     0.5225 0.0288]\n",
      "\n",
      "Nearest weather station is 0.80 degrees away..\n",
      "\n",
      "[ -4.83333333  -7.83333333 -13.69047619   6.9112449    2.\n",
      "   8.67714286  10.49285714  -7.01666667   5.76986905   2.\n",
      "   8.10333333  16.59166667  -4.45182648  11.20713975   1.\n",
      "  17.11849315  28.88150685  -8.2        -10.8        -15.65714286\n",
      "   5.2158706    3.           7.30114286   7.19285714  -8.91333333\n",
      "   5.18804609   3.           6.21033333  13.36166667  -4.82013699\n",
      "  11.1730592    1.          16.92813699  26.50786301 -12.7\n",
      " -14.7        -18.62857143   4.59369577   6.           5.80857143\n",
      "   6.57142857 -11.88333333   5.45509446   5.           9.95833333\n",
      "  13.31666667  -6.04315068  11.44484485   5.          17.84315068\n",
      "  28.65684932   1.6         14.8          3.48571429   5.03003226\n",
      "   0.          10.79828571   3.48571429   2.35333333   3.55140661\n",
      "   2.          11.34466667   2.35333333   2.66684932   5.06300516\n",
      "  14.          20.13315068   2.66684932]\n",
      "[0.3735 0.1541 0.016  0.     0.4564 0.    ]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.4114 0.1923 0.0208 0.     0.3688 0.0066]\n",
      "\n",
      "Nearest weather station is 1.14 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ -1.6         -6.5        -10.9          5.95794787   1.\n",
      "   9.006        7.51        -3.64666667   6.04299778   1.\n",
      "   7.08866667  14.41833333  -4.80315068  14.38934574   0.\n",
      "  21.97515068  32.65684932  -3.9         -7.5        -10.8\n",
      "   4.80297527   3.           6.714        6.838       -3.965\n",
      "   5.2031585    1.           5.778       13.052       -2.65328767\n",
      "  13.15059547   0.          21.43328767  28.60671233  -6.3\n",
      "  -8.7        -10.84285714   3.74618173   3.           4.48285714\n",
      "   6.17114286  -4.46166667   5.0867423    1.           8.01366667\n",
      "  11.83933333  -0.64054795  12.51435601   0.          21.58454795\n",
      "  28.03145205  -0.14513619  -0.14513619   0.42629238   0.74990551\n",
      "   0.           1.38857143   0.57142857   1.77153048   3.22626662\n",
      "   1.          12.60333333   1.91666667   2.23392143   5.71149527\n",
      "   9.          25.78094238   2.37905762]\n",
      "[0.3568 0.0931 0.0177 0.     0.5324 0.    ]\n",
      "\n",
      "Nearest weather station is 0.76 degrees away..\n",
      "\n",
      "[-2.8        -7.2        -6.18571429  2.27811236  3.          3.28971429\n",
      "  3.36628571 -1.18333333  3.56071934  0.          4.52533333  8.18466667\n",
      " -0.84630137  9.40543817  0.         15.31830137 21.51369863 -4.2\n",
      " -6.1        -6.75714286  2.03950774  3.          2.49714286  3.39485714\n",
      " -2.39        3.08656767  2.          4.461       7.578      -0.23479452\n",
      "  9.39911802  0.         16.00679452 20.14520548 -5.5        -4.8\n",
      " -7.18571429  2.07806818  3.          2.34371429  3.37228571 -3.52333333\n",
      "  2.86457482  2.          5.24933333  6.87366667  0.46068493  9.68958745\n",
      "  0.         17.84731507 20.37268493  0.          0.          0.57142857\n",
      "  1.04978132  0.          2.30857143  0.57142857  2.59666667  5.31140178\n",
      "  2.         18.53333333  2.59666667  2.21890411  4.51171774 15.\n",
      " 20.14109589  2.21890411]\n",
      "[0.4576 0.0463 0.0297 0.     0.4664 0.    ]\n",
      "\n",
      "Nearest weather station is 0.15 degrees away..\n",
      "\n",
      "[ -0.8         -3.1         -8.64285714   5.77453947   0.\n",
      "   7.70485714   7.60714286  -3.57916667   5.44326642   1.\n",
      "   9.65116667  12.24583333  -1.07910864  11.04224079   0.\n",
      "  16.38910864  28.26289136  -5.9         -7.1        -11.7952381\n",
      "   4.28631742   2.           5.8232381    6.3267619   -5.78333333\n",
      "   4.99339378   2.           7.46933333  12.11766667  -1.34832869\n",
      "  10.86705125   0.          16.27432869  25.82967131 -10.7\n",
      " -10.8        -14.01904762   3.84896841   4.           4.16504762\n",
      "   5.56895238  -7.15833333   5.59737248   2.           9.12233333\n",
      "  12.39566667  -1.21462396  11.23086194   0.          17.85662396\n",
      "  26.51537604  10.5         19.           4.69047619   6.75855048\n",
      "   0.          13.79952381   4.34714286   2.49583333   4.91209121\n",
      "   2.          15.58416667   2.49583333   3.0551532    8.67265777\n",
      "   5.          29.6248468    3.0551532 ]\n",
      "[0.3293 0.0708 0.0103 0.0387 0.5287 0.0222]\n",
      "\n",
      "Nearest weather station is 0.01 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.8124 0.0965 0.0254 0.0167 0.0427 0.0064]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.6072 0.1152 0.0473 0.0221 0.1811 0.027 ]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.4768 0.1134 0.0558 0.0375 0.2829 0.0336]\n",
      "\n",
      "Nearest weather station is 0.57 degrees away..\n",
      "\n",
      "[ -2.5         -6.         -10.92857143   6.04405594   1.\n",
      "   8.24857143   9.74142857  -5.06666667   5.31465479   1.\n",
      "  10.34166667  14.33833333  -0.62876712  11.15948493   0.\n",
      "  17.62876712  28.55123288  -6.5         -8.6        -12.5\n",
      "   4.60620699   3.           5.874        6.962       -5.92333333\n",
      "   4.72875483   3.           7.63033333  13.00966667  -0.91150685\n",
      "  11.01794945   0.          16.91150685  26.56849315 -10.5\n",
      " -11.         -13.92857143   3.71703195   4.           3.89857143\n",
      "   5.01142857  -6.7          5.19230199   3.           8.62\n",
      "  12.01        -1.11506849  11.33834168   0.          17.29506849\n",
      "  26.64493151   8.6         36.8          7.2         12.41151539\n",
      "   0.          27.908        7.2          2.76666667   6.97062089\n",
      "   1.          27.01533333   2.76666667   3.24821918   6.44180936\n",
      "  13.          26.97578082   3.24821918]\n",
      "[0.541  0.0751 0.0448 0.0255 0.266  0.0476]\n",
      "\n",
      "Nearest weather station is 0.00 degrees away..\n",
      "\n",
      "[-0.1        -9.1        -7.02857143  4.29641521  0.          6.80857143\n",
      "  5.01142857 -1.23333333  4.57335277  0.          7.34333333 10.57666667\n",
      "  1.84383562 11.20158974  0.         17.05616438 28.12383562 -3.2\n",
      " -8.3        -8.27142857  3.18555413  2.          4.96342857  4.21657143\n",
      " -2.07        4.32913771  0.          5.993      10.372       1.92465753\n",
      " 11.06447333  0.         16.57534247 25.97665753 -6.4        -7.4\n",
      " -9.47142857  3.06394437  3.          3.54142857  4.33857143 -2.93333333\n",
      "  4.72040488  0.          8.30833333 10.53166667  1.98493151 11.23090978\n",
      "  0.         17.61506849 27.06493151  1.         26.          4.57142857\n",
      "  8.90998065  0.         20.16857143  4.57142857  2.44666667  5.7088664\n",
      "  1.         20.59533333  2.44666667  2.97287671  5.6601325  14.\n",
      " 22.64312329  2.97287671]\n",
      "[0.7285 0.1198 0.0205 0.     0.1099 0.0213]\n",
      "\n",
      "Nearest weather station is 1.51 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-0.1        -9.1        -7.02857143  4.29641521  0.          6.80857143\n",
      "  5.01142857 -1.23333333  4.57335277  0.          7.34333333 10.57666667\n",
      "  1.84383562 11.20158974  0.         17.05616438 28.12383562 -3.2\n",
      " -8.3        -8.27142857  3.18555413  2.          4.96342857  4.21657143\n",
      " -2.07        4.32913771  0.          5.993      10.372       1.92465753\n",
      " 11.06447333  0.         16.57534247 25.97665753 -6.4        -7.4\n",
      " -9.47142857  3.06394437  3.          3.54142857  4.33857143 -2.93333333\n",
      "  4.72040488  0.          8.30833333 10.53166667  1.98493151 11.23090978\n",
      "  0.         17.61506849 27.06493151  1.         26.          4.57142857\n",
      "  8.90998065  0.         20.16857143  4.57142857  2.44666667  5.7088664\n",
      "  1.         20.59533333  2.44666667  2.97287671  5.6601325  14.\n",
      " 22.64312329  2.97287671]\n",
      "[0.4536 0.1846 0.0185 0.0144 0.3206 0.0083]\n",
      "\n",
      "Nearest weather station is 1.16 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ -0.7         -5.7         -8.05714286   4.9476855    0.\n",
      "   7.17714286   6.58285714  -1.85         5.06811931   0.\n",
      "   8.57        12.56         0.55616438  11.13968577   0.\n",
      "  16.74383562  29.79616438  -4.1         -7.2         -9.91428571\n",
      "   3.81367036   2.           5.62828571   5.69571429  -3.73\n",
      "   4.62422246   2.           6.185       11.535        0.22\n",
      "  11.09194445   0.          16.988       26.92        -8.2\n",
      "  -9.2        -12.34285714   3.4300592    4.           4.08285714\n",
      "   4.85714286  -6.23333333   4.82516551   2.           9.30833333\n",
      "  10.96666667  -0.76643836  11.46429255   0.          17.74643836\n",
      "  26.93356164   5.8         17.9          5.           6.07124369\n",
      "   0.          12.33         5.           2.20333333   4.00853118\n",
      "   1.          13.14466667   2.20333333   3.05328767   5.63398106\n",
      "  16.          21.51871233   3.05328767]\n",
      "[0.4078 0.2399 0.     0.     0.3523 0.    ]\n",
      "\n",
      "Nearest weather station is 1.13 degrees away..\n",
      "\n",
      "[ -4.83333333  -7.83333333 -13.69047619   6.9112449    2.\n",
      "   8.67714286  10.49285714  -7.01666667   5.76986905   2.\n",
      "   8.10333333  16.59166667  -4.45182648  11.20713975   1.\n",
      "  17.11849315  28.88150685  -8.2        -10.8        -15.65714286\n",
      "   5.2158706    3.           7.30114286   7.19285714  -8.91333333\n",
      "   5.18804609   3.           6.21033333  13.36166667  -4.82013699\n",
      "  11.1730592    1.          16.92813699  26.50786301 -12.7\n",
      " -14.7        -18.62857143   4.59369577   6.           5.80857143\n",
      "   6.57142857 -11.88333333   5.45509446   5.           9.95833333\n",
      "  13.31666667  -6.04315068  11.44484485   5.          17.84315068\n",
      "  28.65684932   1.6         14.8          3.48571429   5.03003226\n",
      "   0.          10.79828571   3.48571429   2.35333333   3.55140661\n",
      "   2.          11.34466667   2.35333333   2.66684932   5.06300516\n",
      "  14.          20.13315068   2.66684932]\n",
      "[0.3548 0.1362 0.0325 0.     0.4343 0.0423]\n",
      "\n",
      "Nearest weather station is 1.13 degrees away..\n",
      "\n",
      "[ -4.83333333  -7.83333333 -13.69047619   6.9112449    2.\n",
      "   8.67714286  10.49285714  -7.01666667   5.76986905   2.\n",
      "   8.10333333  16.59166667  -4.45182648  11.20713975   1.\n",
      "  17.11849315  28.88150685  -8.2        -10.8        -15.65714286\n",
      "   5.2158706    3.           7.30114286   7.19285714  -8.91333333\n",
      "   5.18804609   3.           6.21033333  13.36166667  -4.82013699\n",
      "  11.1730592    1.          16.92813699  26.50786301 -12.7\n",
      " -14.7        -18.62857143   4.59369577   6.           5.80857143\n",
      "   6.57142857 -11.88333333   5.45509446   5.           9.95833333\n",
      "  13.31666667  -6.04315068  11.44484485   5.          17.84315068\n",
      "  28.65684932   1.6         14.8          3.48571429   5.03003226\n",
      "   0.          10.79828571   3.48571429   2.35333333   3.55140661\n",
      "   2.          11.34466667   2.35333333   2.66684932   5.06300516\n",
      "  14.          20.13315068   2.66684932]\n",
      "[0.3861 0.2181 0.0211 0.     0.3747 0.    ]\n",
      "\n",
      "Nearest weather station is 0.21 degrees away..\n",
      "\n",
      "[ -2.5         -9.         -10.           4.72833405   1.\n",
      "   7.35         6.82        -4.11666667   4.81608993   1.\n",
      "   7.82666667  12.01333333  -0.8         11.05106591   0.\n",
      "  16.98        28.38        -6.40335196 -10.20335196 -11.67478053\n",
      "   3.54993533   4.           5.17542857   5.40857143  -5.29001862\n",
      "   4.557904     2.           6.08666667  11.33333333  -0.9659547\n",
      "  11.18276143   0.          16.94260274  26.89739726 -10.5\n",
      " -11.5        -13.42857143   3.29965985   6.           3.86857143\n",
      "   4.07142857  -6.58333333   5.01677741   3.           8.50333333\n",
      "  10.91666667  -1.29246575  11.64850855   0.          17.97246575\n",
      "  26.20753425   2.           1.           1.28571429   2.05038573\n",
      "   0.           4.47428571   1.28571429   2.07333333   4.57572824\n",
      "   1.          16.58866667   2.07333333   2.85506849   5.73694954\n",
      "  16.          23.12093151   2.85506849]\n",
      "[0.2688 0.1046 0.0143 0.     0.578  0.0343]\n",
      "\n",
      "Nearest weather station is 3.48 degrees away..\n",
      "\n",
      "[-2.8        -9.8        -5.72857143  4.38462062  0.          5.71457143\n",
      "  5.79942857  0.99333333  4.86353324  0.          4.21966667 12.24533333\n",
      "  0.75958904  8.92760939  0.         14.71241096 20.11158904 -3.\n",
      " -6.2        -5.48571429  3.01350701  1.          4.08371429  4.64228571\n",
      " -0.31333333  3.64734911  0.          3.78133333  9.53866667  0.69876712\n",
      "  8.22756509  0.         13.53723288 18.51476712 -2.7        -2.1\n",
      " -4.81428571  2.36729416  2.          2.69628571  3.51371429 -1.25666667\n",
      "  2.57159916  1.          3.30866667  6.79533333  1.01438356  7.78948659\n",
      "  0.         13.62161644 17.35038356  5.         -0.4         0.65714286\n",
      "  1.78794147  0.          4.05485714  1.05714286  2.94        8.00502342\n",
      "  1.         31.552       3.34        1.45917808  5.32748126  9.\n",
      " 28.62882192  1.85917808]\n",
      "[0.2103 0.411  0.0064 0.     0.3647 0.0076]\n",
      "\n",
      "Nearest weather station is 0.24 degrees away..\n",
      "\n",
      "[-0.9        -4.2        -5.61428571  3.20376055  1.          4.53428571\n",
      "  5.79971429 -1.38666667  3.47426091  1.          4.39966667  9.31433333\n",
      " -1.24410959  8.99077531  0.         13.04410959 21.17189041 -3.6\n",
      " -5.5        -6.97142857  2.35051015  3.          3.25742857  3.85657143\n",
      " -2.80666667  3.01340708  2.          4.11966667  7.74533333 -0.79219178\n",
      "  9.33591683  0.         14.93619178 20.99580822 -5.9        -6.3\n",
      " -7.88571429  1.66341179  7.          1.96171429  2.56628571 -3.85666667\n",
      "  2.83698001  3.          4.11166667  6.41133333  0.04027397  9.94065927\n",
      "  0.         17.13972603 21.98427397  8.1         0.          1.95714286\n",
      "  2.72389277  0.          5.84885714  1.95714286  2.30333333  4.36367455\n",
      "  1.         13.91466667  2.30333333  2.43575342  5.38479759 13.\n",
      " 23.69624658  2.43575342]\n",
      "[0.2952 0.0733 0.0158 0.     0.5955 0.0203]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[ -2.5         -9.         -10.           4.72833405   1.\n",
      "   7.35         6.82        -4.11666667   4.81608993   1.\n",
      "   7.82666667  12.01333333  -0.8         11.05106591   0.\n",
      "  16.98        28.38        -6.40335196 -10.20335196 -11.67478053\n",
      "   3.54993533   4.           5.17542857   5.40857143  -5.29001862\n",
      "   4.557904     2.           6.08666667  11.33333333  -0.9659547\n",
      "  11.18276143   0.          16.94260274  26.89739726 -10.5\n",
      " -11.5        -13.42857143   3.29965985   6.           3.86857143\n",
      "   4.07142857  -6.58333333   5.01677741   3.           8.50333333\n",
      "  10.91666667  -1.29246575  11.64850855   0.          17.97246575\n",
      "  26.20753425   2.           1.           1.28571429   2.05038573\n",
      "   0.           4.47428571   1.28571429   2.07333333   4.57572824\n",
      "   1.          16.58866667   2.07333333   2.85506849   5.73694954\n",
      "  16.          23.12093151   2.85506849]\n",
      "[0.344  0.1232 0.0138 0.0248 0.4941 0.    ]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ -2.5         -9.         -10.           4.72833405   1.\n",
      "   7.35         6.82        -4.11666667   4.81608993   1.\n",
      "   7.82666667  12.01333333  -0.8         11.05106591   0.\n",
      "  16.98        28.38        -6.40335196 -10.20335196 -11.67478053\n",
      "   3.54993533   4.           5.17542857   5.40857143  -5.29001862\n",
      "   4.557904     2.           6.08666667  11.33333333  -0.9659547\n",
      "  11.18276143   0.          16.94260274  26.89739726 -10.5\n",
      " -11.5        -13.42857143   3.29965985   6.           3.86857143\n",
      "   4.07142857  -6.58333333   5.01677741   3.           8.50333333\n",
      "  10.91666667  -1.29246575  11.64850855   0.          17.97246575\n",
      "  26.20753425   2.           1.           1.28571429   2.05038573\n",
      "   0.           4.47428571   1.28571429   2.07333333   4.57572824\n",
      "   1.          16.58866667   2.07333333   2.85506849   5.73694954\n",
      "  16.          23.12093151   2.85506849]\n",
      "[0.3474 0.0878 0.0142 0.     0.5506 0.    ]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.3383 0.0708 0.0299 0.0311 0.4913 0.0386]\n",
      "\n",
      "Nearest weather station is 0.41 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.3908 0.1183 0.0204 0.     0.4398 0.0306]\n",
      "\n",
      "Nearest weather station is 0.18 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ -1.2         -7.7         -9.27142857   5.34808758   1.\n",
      "   7.86142857   7.36857143  -3.13333333   5.2213238    2.\n",
      "   9.14333333  13.27666667  -0.3369863   11.05201286   0.\n",
      "  17.3169863   28.5430137   -5.1         -8.7        -10.67142857\n",
      "   3.63188825   3.           5.41542857   5.40857143  -4.36333333\n",
      "   4.49847999   2.           6.82833333  11.25666667  -0.30794521\n",
      "  11.00802783   0.          17.20794521  26.56005479  -9.7\n",
      " -10.2        -12.62857143   2.69163481   7.           2.89857143\n",
      "   4.04142857  -6.21666667   4.59797661   2.           7.58166667\n",
      "  10.33833333  -0.89726027  11.45106291   0.          17.69726027\n",
      "  26.80273973   2.8         23.6          5.           7.87400787\n",
      "   0.          17.556        5.           2.19333333   4.70361091\n",
      "   1.          17.23066667   2.19333333   3.26684932   6.58635969\n",
      "  16.          23.34915068   3.26684932]\n",
      "[0.3477 0.0875 0.0107 0.     0.5541 0.    ]\n",
      "\n",
      "Nearest weather station is 1.34 degrees away..\n",
      "\n",
      "[ -4.83333333  -7.83333333 -13.69047619   6.9112449    2.\n",
      "   8.67714286  10.49285714  -7.01666667   5.76986905   2.\n",
      "   8.10333333  16.59166667  -4.45182648  11.20713975   1.\n",
      "  17.11849315  28.88150685  -8.2        -10.8        -15.65714286\n",
      "   5.2158706    3.           7.30114286   7.19285714  -8.91333333\n",
      "   5.18804609   3.           6.21033333  13.36166667  -4.82013699\n",
      "  11.1730592    1.          16.92813699  26.50786301 -12.7\n",
      " -14.7        -18.62857143   4.59369577   6.           5.80857143\n",
      "   6.57142857 -11.88333333   5.45509446   5.           9.95833333\n",
      "  13.31666667  -6.04315068  11.44484485   5.          17.84315068\n",
      "  28.65684932   1.6         14.8          3.48571429   5.03003226\n",
      "   0.          10.79828571   3.48571429   2.35333333   3.55140661\n",
      "   2.          11.34466667   2.35333333   2.66684932   5.06300516\n",
      "  14.          20.13315068   2.66684932]\n",
      "[0.3609 0.1241 0.0146 0.     0.4744 0.0261]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.454  0.1331 0.     0.     0.3811 0.0318]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ -1.5         -4.8         -8.88571429   5.05524581   1.\n",
      "   7.18771429   7.57028571  -4.03333333   4.41379152   2.\n",
      "   8.08533333  11.87066667  -0.42945205  10.94731979   0.\n",
      "  16.60145205  26.17854795  -5.6         -7.1        -10.92857143\n",
      "   4.28075904   2.           5.23857143   6.77542857  -5.05666667\n",
      "   4.412685     2.           6.68266667  12.27933333  -0.5909589\n",
      "  11.03752692   0.          16.5909589   25.4450411   -9.7\n",
      "  -9.5        -12.94285714   3.82094122   3.           3.63085714\n",
      "   6.00314286  -6.09666667   5.02795408   2.           8.24866667\n",
      "  12.64233333  -0.74356164  11.40778842   0.          17.35956164\n",
      "  26.30443836   5.4         17.           3.84285714   5.72110308\n",
      "   0.          12.46114286   3.84285714   2.05         4.55051279\n",
      "   2.          15.305        2.05         2.56767123   5.73008368\n",
      "  13.          29.74032877   2.56767123]\n",
      "[0.7358 0.0944 0.024  0.     0.1307 0.015 ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.7666 0.0608 0.0114 0.     0.1447 0.0166]\n",
      "\n",
      "Nearest weather station is 0.59 degrees away..\n",
      "\n",
      "[ -0.7         -5.7         -8.05714286   4.9476855    0.\n",
      "   7.17714286   6.58285714  -1.85         5.06811931   0.\n",
      "   8.57        12.56         0.55616438  11.13968577   0.\n",
      "  16.74383562  29.79616438  -4.1         -7.2         -9.91428571\n",
      "   3.81367036   2.           5.62828571   5.69571429  -3.73\n",
      "   4.62422246   2.           6.185       11.535        0.22\n",
      "  11.09194445   0.          16.988       26.92        -8.2\n",
      "  -9.2        -12.34285714   3.4300592    4.           4.08285714\n",
      "   4.85714286  -6.23333333   4.82516551   2.           9.30833333\n",
      "  10.96666667  -0.76643836  11.46429255   0.          17.74643836\n",
      "  26.93356164   5.8         17.9          5.           6.07124369\n",
      "   0.          12.33         5.           2.20333333   4.00853118\n",
      "   1.          13.14466667   2.20333333   3.05328767   5.63398106\n",
      "  16.          21.51871233   3.05328767]\n",
      "[0.5407 0.0562 0.0083 0.     0.3896 0.0052]\n",
      "\n",
      "Nearest weather station is 0.15 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ -0.7         -5.7         -8.05714286   4.9476855    0.\n",
      "   7.17714286   6.58285714  -1.85         5.06811931   0.\n",
      "   8.57        12.56         0.55616438  11.13968577   0.\n",
      "  16.74383562  29.79616438  -4.1         -7.2         -9.91428571\n",
      "   3.81367036   2.           5.62828571   5.69571429  -3.73\n",
      "   4.62422246   2.           6.185       11.535        0.22\n",
      "  11.09194445   0.          16.988       26.92        -8.2\n",
      "  -9.2        -12.34285714   3.4300592    4.           4.08285714\n",
      "   4.85714286  -6.23333333   4.82516551   2.           9.30833333\n",
      "  10.96666667  -0.76643836  11.46429255   0.          17.74643836\n",
      "  26.93356164   5.8         17.9          5.           6.07124369\n",
      "   0.          12.33         5.           2.20333333   4.00853118\n",
      "   1.          13.14466667   2.20333333   3.05328767   5.63398106\n",
      "  16.          21.51871233   3.05328767]\n",
      "[0.4593 0.0746 0.0084 0.     0.4395 0.0182]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[ -0.1         -8.1         -9.24285714   5.4883922    1.\n",
      "   8.84285714   7.73714286  -2.78333333   5.47796089   1.\n",
      "   8.10333333  13.73666667  -0.58493151  11.00674353   0.\n",
      "  17.84493151  30.51506849  -3.7         -7.7        -10.62857143\n",
      "   4.35421447   3.           6.71857143   5.98142857  -4.41333333\n",
      "   4.71951504   2.           6.42333333  11.85166667  -0.39479452\n",
      "  10.8530155    0.          17.30279452  26.20520548  -8.\n",
      "  -8.         -12.71428571   4.52656558   3.           4.71428571\n",
      "   6.28571429  -6.75         4.93752637   3.           8.46\n",
      "  12.25        -0.93917808  11.34577946   0.          17.93917808\n",
      "  28.24082192   4.          21.           4.42857143   6.9045977\n",
      "   1.          15.55142857   4.42857143   2.65333333   4.63952105\n",
      "   1.          15.73666667   2.65333333   2.97753425   5.14743606\n",
      "  16.          19.74246575   2.97753425]\n",
      "[0.4184 0.0837 0.0134 0.     0.4653 0.0193]\n",
      "\n",
      "Nearest weather station is 1.11 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ -0.1         -8.1         -9.24285714   5.4883922    1.\n",
      "   8.84285714   7.73714286  -2.78333333   5.47796089   1.\n",
      "   8.10333333  13.73666667  -0.58493151  11.00674353   0.\n",
      "  17.84493151  30.51506849  -3.7         -7.7        -10.62857143\n",
      "   4.35421447   3.           6.71857143   5.98142857  -4.41333333\n",
      "   4.71951504   2.           6.42333333  11.85166667  -0.39479452\n",
      "  10.8530155    0.          17.30279452  26.20520548  -8.\n",
      "  -8.         -12.71428571   4.52656558   3.           4.71428571\n",
      "   6.28571429  -6.75         4.93752637   3.           8.46\n",
      "  12.25        -0.93917808  11.34577946   0.          17.93917808\n",
      "  28.24082192   4.          21.           4.42857143   6.9045977\n",
      "   1.          15.55142857   4.42857143   2.65333333   4.63952105\n",
      "   1.          15.73666667   2.65333333   2.97753425   5.14743606\n",
      "  16.          19.74246575   2.97753425]\n",
      "[0.4275 0.0579 0.0131 0.     0.5014 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ -2.5         -9.         -10.           4.72833405   1.\n",
      "   7.35         6.82        -4.11666667   4.81608993   1.\n",
      "   7.82666667  12.01333333  -0.8         11.05106591   0.\n",
      "  16.98        28.38        -6.40335196 -10.20335196 -11.67478053\n",
      "   3.54993533   4.           5.17542857   5.40857143  -5.29001862\n",
      "   4.557904     2.           6.08666667  11.33333333  -0.9659547\n",
      "  11.18276143   0.          16.94260274  26.89739726 -10.5\n",
      " -11.5        -13.42857143   3.29965985   6.           3.86857143\n",
      "   4.07142857  -6.58333333   5.01677741   3.           8.50333333\n",
      "  10.91666667  -1.29246575  11.64850855   0.          17.97246575\n",
      "  26.20753425   2.           1.           1.28571429   2.05038573\n",
      "   0.           4.47428571   1.28571429   2.07333333   4.57572824\n",
      "   1.          16.58866667   2.07333333   2.85506849   5.73694954\n",
      "  16.          23.12093151   2.85506849]\n",
      "[0.317  0.1225 0.0199 0.     0.5191 0.0214]\n",
      "\n",
      "Nearest weather station is 0.47 degrees away..\n",
      "\n",
      "[ -0.7         -5.7         -8.05714286   4.9476855    0.\n",
      "   7.17714286   6.58285714  -1.85         5.06811931   0.\n",
      "   8.57        12.56         0.55616438  11.13968577   0.\n",
      "  16.74383562  29.79616438  -4.1         -7.2         -9.91428571\n",
      "   3.81367036   2.           5.62828571   5.69571429  -3.73\n",
      "   4.62422246   2.           6.185       11.535        0.22\n",
      "  11.09194445   0.          16.988       26.92        -8.2\n",
      "  -9.2        -12.34285714   3.4300592    4.           4.08285714\n",
      "   4.85714286  -6.23333333   4.82516551   2.           9.30833333\n",
      "  10.96666667  -0.76643836  11.46429255   0.          17.74643836\n",
      "  26.93356164   5.8         17.9          5.           6.07124369\n",
      "   0.          12.33         5.           2.20333333   4.00853118\n",
      "   1.          13.14466667   2.20333333   3.05328767   5.63398106\n",
      "  16.          21.51871233   3.05328767]\n",
      "[0.4292 0.0783 0.0107 0.     0.4667 0.015 ]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[ -2.4         -8.          -9.25714286   4.24427586   2.\n",
      "   6.67114286   6.33485714  -4.03666667   4.240321     2.\n",
      "   7.71466667  11.14133333  -1.11821918  10.74785883   0.\n",
      "  16.45421918  26.96178082  -6.4         -9.2        -11.48571429\n",
      "   3.77034617   3.           4.92971429   5.94228571  -5.51\n",
      "   4.29413165   2.           6.391       11.642       -1.38808219\n",
      "  10.84888236   0.          16.33208219  26.05991781 -10.3\n",
      " -10.2        -13.51428571   3.61719251   4.           3.59628571\n",
      "   5.45571429  -6.82333333   4.8635161    2.           7.77533333\n",
      "  12.03166667  -1.48082192  11.25283109   0.          17.58882192\n",
      "  26.41517808   4.9         21.5          4.28571429   7.21989881\n",
      "   0.          16.21828571   4.28571429   2.43666667   5.75867365\n",
      "   2.          21.19333333   2.43666667   2.65643836   5.67999444\n",
      "  15.          23.25156164   2.65643836]\n",
      "[0.5156 0.1217 0.0177 0.     0.3449 0.    ]\n",
      "\n",
      "Nearest weather station is 0.24 degrees away..\n",
      "\n",
      "[ -3.          -9.5         -9.14285714   4.05950635   2.\n",
      "   5.99285714   6.17714286  -3.45         4.59410855   1.\n",
      "   7.66        11.18        -0.92054795  11.53836316   0.\n",
      "  18.42054795  28.65945205  -6.          -9.8        -10.24285714\n",
      "   3.04577325   5.           4.19485714   4.92514286  -4.21333333\n",
      "   4.24379809   2.           5.21033333  10.44866667  -0.45726027\n",
      "  11.49790442   0.          17.52926027  27.52273973  -9.7\n",
      " -10.7        -11.91428571   2.57539377   7.           3.15428571\n",
      "   3.75571429  -5.6          4.71946325   2.           9.03\n",
      "   9.955       -0.51027397  11.9658059    0.          18.81027397\n",
      "  26.86972603   2.          23.           3.57142857   7.96164274\n",
      "   0.          18.16857143   3.57142857   2.36666667   5.636094\n",
      "   1.          18.60333333   2.36666667   2.72534247   6.75121665\n",
      "  10.          28.99465753   2.72534247]\n",
      "[0.305  0.1226 0.0196 0.     0.5229 0.0299]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.5127 0.117  0.0246 0.0229 0.2937 0.0292]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[ -3.2         -5.9         -9.71428571   4.37670084   2.\n",
      "   6.35228571   6.17771429  -4.04666667   4.39641773   2.\n",
      "   6.58266667  11.43133333  -1.14438356  10.61118317   0.\n",
      "  16.24438356  25.62761644  -6.7         -8.2        -11.4\n",
      "   3.66177162   3.           4.61         5.898       -5.26666667\n",
      "   4.46305824   2.           6.00866667  11.64033333  -1.19438356\n",
      "  10.84237514   0.          16.36638356  25.67761644 -10.1\n",
      " -10.5        -12.98571429   3.3719128    5.           3.63771429\n",
      "   5.61828571  -6.42333333   4.81557773   2.           7.87533333\n",
      "  11.81266667  -1.1690411   11.25492893   0.          17.6210411\n",
      "  26.0509589    9.2          4.6          2.94285714   3.37675125\n",
      "   0.           6.05314286   2.94285714   2.73666667   5.05317905\n",
      "   1.          16.32366667   2.73666667   3.12383562   6.27795614\n",
      "  16.          29.69216438   3.12383562]\n",
      "[0.6019 0.164  0.0519 0.0325 0.1071 0.0425]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[-5.00000000e-01  2.40000000e+00  8.00000000e-01  1.84235874e+00\n",
      "  0.00000000e+00  2.82200000e+00  2.17000000e+00  3.33333333e-03\n",
      "  3.88402569e+00  0.00000000e+00  9.32066667e+00  5.81633333e+00\n",
      "  4.11506849e-01  9.90439112e+00  0.00000000e+00  1.74604932e+01\n",
      "  1.93915068e+01 -1.40000000e+00  8.00000000e-01  1.28571429e+00\n",
      "  2.02161786e+00  0.00000000e+00  3.68828571e+00  2.62571429e+00\n",
      "  8.70000000e-01  5.01784482e+00  0.00000000e+00  1.09220000e+01\n",
      "  8.23500000e+00  5.13698630e-01  1.04004704e+01  0.00000000e+00\n",
      "  1.86223014e+01  2.01496986e+01 -2.30000000e+00 -8.00000000e-01\n",
      "  1.82857143e+00  3.02452560e+00  0.00000000e+00  5.78342857e+00\n",
      "  4.03857143e+00  1.79000000e+00  6.53010209e+00  0.00000000e+00\n",
      "  1.37010000e+01  1.08810000e+01  6.88493151e-01  1.10632393e+01\n",
      "  0.00000000e+00  1.99995068e+01  2.06964932e+01  1.16000000e+01\n",
      "  0.00000000e+00  2.14285714e+00  3.93477432e+00  0.00000000e+00\n",
      "  8.88114286e+00  2.14285714e+00  3.05333333e+00  4.60930299e+00\n",
      "  1.00000000e+00  1.24386667e+01  3.05333333e+00  2.64945205e+00\n",
      "  5.09109914e+00  1.30000000e+01  2.11865479e+01  2.64945205e+00]\n",
      "[0.8354 0.0376 0.0265 0.     0.0887 0.0117]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[-5.00000000e-01  2.40000000e+00  8.00000000e-01  1.84235874e+00\n",
      "  0.00000000e+00  2.82200000e+00  2.17000000e+00  3.33333333e-03\n",
      "  3.88402569e+00  0.00000000e+00  9.32066667e+00  5.81633333e+00\n",
      "  4.11506849e-01  9.90439112e+00  0.00000000e+00  1.74604932e+01\n",
      "  1.93915068e+01 -1.40000000e+00  8.00000000e-01  1.28571429e+00\n",
      "  2.02161786e+00  0.00000000e+00  3.68828571e+00  2.62571429e+00\n",
      "  8.70000000e-01  5.01784482e+00  0.00000000e+00  1.09220000e+01\n",
      "  8.23500000e+00  5.13698630e-01  1.04004704e+01  0.00000000e+00\n",
      "  1.86223014e+01  2.01496986e+01 -2.30000000e+00 -8.00000000e-01\n",
      "  1.82857143e+00  3.02452560e+00  0.00000000e+00  5.78342857e+00\n",
      "  4.03857143e+00  1.79000000e+00  6.53010209e+00  0.00000000e+00\n",
      "  1.37010000e+01  1.08810000e+01  6.88493151e-01  1.10632393e+01\n",
      "  0.00000000e+00  1.99995068e+01  2.06964932e+01  1.16000000e+01\n",
      "  0.00000000e+00  2.14285714e+00  3.93477432e+00  0.00000000e+00\n",
      "  8.88114286e+00  2.14285714e+00  3.05333333e+00  4.60930299e+00\n",
      "  1.00000000e+00  1.24386667e+01  3.05333333e+00  2.64945205e+00\n",
      "  5.09109914e+00  1.30000000e+01  2.11865479e+01  2.64945205e+00]\n",
      "[0.639  0.0572 0.0372 0.     0.2599 0.0066]\n",
      "\n",
      "Nearest weather station is 0.17 degrees away..\n",
      "\n",
      "[-25.         -16.         -17.07142857   5.12994411   5.\n",
      "   8.77142857   7.68857143  -9.00333333   7.07726328   1.\n",
      "  12.69533333  14.83666667  -0.42465753  10.7149509    0.\n",
      "  19.10465753  22.57534247 -20.8        -15.         -16.85714286\n",
      "   3.87956446   6.           6.83514286   3.94285714  -9.98666667\n",
      "   6.46331872   3.          14.40066667  10.81333333  -0.42657534\n",
      "  11.31597664   0.          19.79857534  20.75342466 -16.2\n",
      " -13.7        -16.27142857   3.39567552   7.           4.92142857\n",
      "   4.86857143 -10.65         6.3421211    3.          16.305\n",
      "  10.405       -0.13054795  12.22534891   0.          21.61054795\n",
      "  21.56945205   0.           0.           0.           0.\n",
      "   0.           0.           0.           2.51333333   4.24222688\n",
      "   1.          15.16666667   2.51333333   2.85534247   6.46803353\n",
      "  12.          28.94465753   2.85534247]\n",
      "[0.4244 0.0391 0.0356 0.     0.5009 0.    ]\n",
      "\n",
      "Nearest weather station is 0.18 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-25.         -16.         -17.07142857   5.12994411   5.\n",
      "   8.77142857   7.68857143  -9.00333333   7.07726328   1.\n",
      "  12.69533333  14.83666667  -0.42465753  10.7149509    0.\n",
      "  19.10465753  22.57534247 -20.8        -15.         -16.85714286\n",
      "   3.87956446   6.           6.83514286   3.94285714  -9.98666667\n",
      "   6.46331872   3.          14.40066667  10.81333333  -0.42657534\n",
      "  11.31597664   0.          19.79857534  20.75342466 -16.2\n",
      " -13.7        -16.27142857   3.39567552   7.           4.92142857\n",
      "   4.86857143 -10.65         6.3421211    3.          16.305\n",
      "  10.405       -0.13054795  12.22534891   0.          21.61054795\n",
      "  21.56945205   0.           0.           0.           0.\n",
      "   0.           0.           0.           2.51333333   4.24222688\n",
      "   1.          15.16666667   2.51333333   2.85534247   6.46803353\n",
      "  12.          28.94465753   2.85534247]\n",
      "[0.4106 0.0392 0.0144 0.     0.4818 0.054 ]\n",
      "\n",
      "Nearest weather station is 1.12 degrees away..\n",
      "\n",
      "[-1.33333333  6.16666667  4.30952381  2.4159335   0.          1.85714286\n",
      "  5.31285714  2.76        3.65676846  0.          6.32666667  8.51333333\n",
      " -5.63292237 12.88705699  2.         22.29958904 29.06041096  2.8\n",
      "  3.5         3.97142857  1.24981631  4.          1.96857143  1.92342857\n",
      "  3.47666667  2.68932251  2.          5.46533333  4.89666667 -5.69164384\n",
      " 13.04238517  0.         21.49164384 28.16835616  5.8        -0.3\n",
      "  2.57142857  2.53530178  0.          3.19857143  4.18742857  3.13\n",
      "  3.82249046  1.          8.88        6.96       -6.8        13.51507248\n",
      "  0.         21.96       29.9         0.          0.4         7.17142857\n",
      "  9.32120689  0.         17.22057143  7.17142857  4.03333333  5.85214111\n",
      "  2.         18.79466667  4.03333333  2.5260274   4.93545071 14.\n",
      " 22.4179726   2.5260274 ]\n",
      "[0.5564 0.0321 0.0419 0.0108 0.351  0.0079]\n",
      "\n",
      "Nearest weather station is 1.11 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-1.33333333  6.16666667  4.30952381  2.4159335   0.          1.85714286\n",
      "  5.31285714  2.76        3.65676846  0.          6.32666667  8.51333333\n",
      " -5.63292237 12.88705699  2.         22.29958904 29.06041096  2.8\n",
      "  3.5         3.97142857  1.24981631  4.          1.96857143  1.92342857\n",
      "  3.47666667  2.68932251  2.          5.46533333  4.89666667 -5.69164384\n",
      " 13.04238517  0.         21.49164384 28.16835616  5.8        -0.3\n",
      "  2.57142857  2.53530178  0.          3.19857143  4.18742857  3.13\n",
      "  3.82249046  1.          8.88        6.96       -6.8        13.51507248\n",
      "  0.         21.96       29.9         0.          0.4         7.17142857\n",
      "  9.32120689  0.         17.22057143  7.17142857  4.03333333  5.85214111\n",
      "  2.         18.79466667  4.03333333  2.5260274   4.93545071 14.\n",
      " 22.4179726   2.5260274 ]\n",
      "[0.5701 0.0456 0.0328 0.     0.3515 0.    ]\n",
      "\n",
      "Nearest weather station is 0.67 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-1.33333333  6.16666667  4.30952381  2.4159335   0.          1.85714286\n",
      "  5.31285714  2.76        3.65676846  0.          6.32666667  8.51333333\n",
      " -5.63292237 12.88705699  2.         22.29958904 29.06041096  2.8\n",
      "  3.5         3.97142857  1.24981631  4.          1.96857143  1.92342857\n",
      "  3.47666667  2.68932251  2.          5.46533333  4.89666667 -5.69164384\n",
      " 13.04238517  0.         21.49164384 28.16835616  5.8        -0.3\n",
      "  2.57142857  2.53530178  0.          3.19857143  4.18742857  3.13\n",
      "  3.82249046  1.          8.88        6.96       -6.8        13.51507248\n",
      "  0.         21.96       29.9         0.          0.4         7.17142857\n",
      "  9.32120689  0.         17.22057143  7.17142857  4.03333333  5.85214111\n",
      "  2.         18.79466667  4.03333333  2.5260274   4.93545071 14.\n",
      " 22.4179726   2.5260274 ]\n",
      "[0.3098 0.0558 0.0339 0.0239 0.5766 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.4376 0.0524 0.0621 0.0268 0.4125 0.0086]\n",
      "\n",
      "Nearest weather station is 1.14 degrees away..\n",
      "\n",
      "[ 2.16666667  4.16666667  4.95238095  2.81395937  1.          4.62428571\n",
      "  3.72571429  3.84166667  4.61571139  1.         10.455       8.74\n",
      " -4.95114155 12.67750736  4.         19.11780822 33.10219178  4.3\n",
      "  4.8         5.54285714  1.95948765  2.          3.20914286  2.21285714\n",
      "  5.02333333  3.89227297  1.          7.90666667  6.52033333 -4.9969863\n",
      " 12.45443131  3.         17.6769863  31.6830137   5.3         4.3\n",
      "  5.01428571  2.67070273  1.          5.07571429  3.18428571  5.06666667\n",
      "  4.36221147  0.          6.94333333 10.25166667 -6.21630137 12.64842492\n",
      "  6.         18.51630137 32.48369863  0.          1.4         4.82857143\n",
      "  8.54863636  0.         18.93942857  4.82857143  2.85666667  6.33433413\n",
      "  1.         20.26133333  2.85666667  3.41109589  7.37184128 14.\n",
      " 28.82490411  3.41109589]\n",
      "[0.3959 0.0507 0.0347 0.0212 0.492  0.0055]\n",
      "\n",
      "Nearest weather station is 0.21 degrees away..\n",
      "\n",
      "[ 4.3         5.3         7.3         3.25137334  2.          4.88\n",
      "  4.88        7.60666667  5.35449552  1.         10.73633333  9.16166667\n",
      " -0.86191781 12.20238419  0.         20.16191781 30.83808219  6.5\n",
      "  8.          8.81428571  2.23634176  5.          3.43771429  2.87828571\n",
      "  9.69666667  4.12079954  9.          8.07833333  6.10966667 -0.52671233\n",
      " 12.41092559  0.         19.02671233 30.65328767  8.         10.\n",
      "  9.61428571  3.01540264  3.          5.67571429  3.55428571 10.99\n",
      "  3.80432648 13.          6.72        5.99       -0.90465753 13.04201872\n",
      "  0.         19.26465753 30.45534247  0.          0.          1.88571429\n",
      "  3.28956296  0.          7.00228571  1.88571429  1.98        3.66800582\n",
      "  1.         11.48        1.98        3.08136986  6.78303955 12.\n",
      " 33.21463014  3.08136986]\n",
      "[0.2687 0.0704 0.0304 0.051  0.574  0.0055]\n",
      "\n",
      "Nearest weather station is 0.96 degrees away..\n",
      "\n",
      "[ 2.16666667  4.16666667  4.95238095  2.81395937  1.          4.62428571\n",
      "  3.72571429  3.84166667  4.61571139  1.         10.455       8.74\n",
      " -4.95114155 12.67750736  4.         19.11780822 33.10219178  4.3\n",
      "  4.8         5.54285714  1.95948765  2.          3.20914286  2.21285714\n",
      "  5.02333333  3.89227297  1.          7.90666667  6.52033333 -4.9969863\n",
      " 12.45443131  3.         17.6769863  31.6830137   5.3         4.3\n",
      "  5.01428571  2.67070273  1.          5.07571429  3.18428571  5.06666667\n",
      "  4.36221147  0.          6.94333333 10.25166667 -6.21630137 12.64842492\n",
      "  6.         18.51630137 32.48369863  0.          1.4         4.82857143\n",
      "  8.54863636  0.         18.93942857  4.82857143  2.85666667  6.33433413\n",
      "  1.         20.26133333  2.85666667  3.41109589  7.37184128 14.\n",
      " 28.82490411  3.41109589]\n",
      "[0.4138 0.1709 0.0305 0.0223 0.3626 0.    ]\n",
      "\n",
      "Nearest weather station is 0.12 degrees away..\n",
      "\n",
      "[ 8.3         8.7         8.52857143  2.36746657  5.          3.87542857\n",
      "  3.68457143  7.90333333  4.00528678  6.          7.25166667  6.95233333\n",
      " -2.37531056 12.05232719  0.         18.63331056 27.56168944  8.7\n",
      "  8.7         8.84285714  1.97401487  7.          2.82714286  2.63685714\n",
      "  8.96        3.55795822  9.          6.595       5.202      -2.51770186\n",
      " 12.45858123  0.         18.93370186 29.01929814  9.3         8.8\n",
      "  9.3         3.34664011  2.          6.442       3.682      10.17333333\n",
      "  3.9538111   9.          6.66866667  8.47733333 -2.44037267 13.1000234\n",
      "  0.         19.49837267 31.05962733  0.2         0.6         3.\n",
      "  3.19821379  0.          5.48        2.8         2.37333333  6.78954752\n",
      "  1.         26.39066667  2.37333333  5.32670807 11.20067159 12.\n",
      " 55.31629193  5.32670807]\n",
      "[0.3462 0.092  0.0193 0.0268 0.5067 0.0091]\n",
      "\n",
      "Nearest weather station is 1.18 degrees away..\n",
      "\n",
      "[ 2.16666667  4.16666667  4.95238095  2.81395937  1.          4.62428571\n",
      "  3.72571429  3.84166667  4.61571139  1.         10.455       8.74\n",
      " -4.95114155 12.67750736  4.         19.11780822 33.10219178  4.3\n",
      "  4.8         5.54285714  1.95948765  2.          3.20914286  2.21285714\n",
      "  5.02333333  3.89227297  1.          7.90666667  6.52033333 -4.9969863\n",
      " 12.45443131  3.         17.6769863  31.6830137   5.3         4.3\n",
      "  5.01428571  2.67070273  1.          5.07571429  3.18428571  5.06666667\n",
      "  4.36221147  0.          6.94333333 10.25166667 -6.21630137 12.64842492\n",
      "  6.         18.51630137 32.48369863  0.          1.4         4.82857143\n",
      "  8.54863636  0.         18.93942857  4.82857143  2.85666667  6.33433413\n",
      "  1.         20.26133333  2.85666667  3.41109589  7.37184128 14.\n",
      " 28.82490411  3.41109589]\n",
      "[0.2563 0.1596 0.0409 0.0341 0.4965 0.0126]\n",
      "\n",
      "Nearest weather station is 0.17 degrees away..\n",
      "\n",
      "[ 5.5         7.5         8.42857143  2.5833059   4.          4.42142857\n",
      "  3.39857143  8.1         4.45982062  3.         10.24        7.455\n",
      " -1.18684932 12.03010016  0.         19.18684932 29.81315068  8.3\n",
      "  8.8         9.61428571  1.8916573   7.          2.87371429  2.25428571\n",
      "  9.70666667  3.76244011 11.          7.51033333  6.77166667 -1.15835616\n",
      " 12.26992413  0.         18.45835616 30.02164384 11.3        10.3\n",
      " 11.01428571  3.06893587  5.          5.16571429  4.12428571 11.56666667\n",
      "  4.17678771 13.          6.94333333 10.67166667 -0.78260274 12.85431136\n",
      "  0.         19.61860274 30.09739726  0.          1.          2.05714286\n",
      "  2.96785499  0.          5.08285714  2.05714286  2.01333333  4.85192287\n",
      "  1.         18.10866667  2.01333333  3.14328767  6.77478727 14.\n",
      " 31.08871233  3.14328767]\n",
      "[0.2279 0.1127 0.0336 0.0267 0.599  0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.5003 0.0532 0.0397 0.0158 0.3776 0.0133]\n",
      "\n",
      "Nearest weather station is 0.01 degrees away..\n",
      "\n",
      "[ 4.7         3.2         5.48571429  3.1151375   1.          5.94428571\n",
      "  4.16571429  5.26666667  5.31622255  1.         11.77333333  8.92166667\n",
      " -3.00547945 13.01483338  2.         20.20547945 34.79452055  5.2\n",
      "  4.2         5.97142857  2.27578199  2.          3.93857143  2.71142857\n",
      "  6.07666667  3.98762112  3.          8.25333333  6.22866667 -3.41726027\n",
      " 12.64776999  3.         18.61726027 32.74273973  5.909375    5.409375\n",
      "  6.62366071  2.96234876  1.          6.01571429  3.56428571  7.059375\n",
      "  4.11531692  5.          6.915       9.215      -3.6336387  12.90227491\n",
      "  1.         19.0430137  31.9969863   0.6         0.8         5.02857143\n",
      " 10.1263044   0.         23.04742857  5.02857143  4.05666667  8.2758155\n",
      "  2.         24.61533333  4.05666667  3.9290411   7.99615869 16.\n",
      " 32.3029589   3.9290411 ]\n",
      "[0.4208 0.1105 0.0266 0.0455 0.3966 0.    ]\n",
      "\n",
      "Nearest weather station is 0.07 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 4.7         3.2         5.48571429  3.1151375   1.          5.94428571\n",
      "  4.16571429  5.26666667  5.31622255  1.         11.77333333  8.92166667\n",
      " -3.00547945 13.01483338  2.         20.20547945 34.79452055  5.2\n",
      "  4.2         5.97142857  2.27578199  2.          3.93857143  2.71142857\n",
      "  6.07666667  3.98762112  3.          8.25333333  6.22866667 -3.41726027\n",
      " 12.64776999  3.         18.61726027 32.74273973  5.909375    5.409375\n",
      "  6.62366071  2.96234876  1.          6.01571429  3.56428571  7.059375\n",
      "  4.11531692  5.          6.915       9.215      -3.6336387  12.90227491\n",
      "  1.         19.0430137  31.9969863   0.6         0.8         5.02857143\n",
      " 10.1263044   0.         23.04742857  5.02857143  4.05666667  8.2758155\n",
      "  2.         24.61533333  4.05666667  3.9290411   7.99615869 16.\n",
      " 32.3029589   3.9290411 ]\n",
      "[0.459  0.059  0.0441 0.0255 0.4104 0.0021]\n",
      "\n",
      "Nearest weather station is 0.11 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 4.7         3.2         5.48571429  3.1151375   1.          5.94428571\n",
      "  4.16571429  5.26666667  5.31622255  1.         11.77333333  8.92166667\n",
      " -3.00547945 13.01483338  2.         20.20547945 34.79452055  5.2\n",
      "  4.2         5.97142857  2.27578199  2.          3.93857143  2.71142857\n",
      "  6.07666667  3.98762112  3.          8.25333333  6.22866667 -3.41726027\n",
      " 12.64776999  3.         18.61726027 32.74273973  5.909375    5.409375\n",
      "  6.62366071  2.96234876  1.          6.01571429  3.56428571  7.059375\n",
      "  4.11531692  5.          6.915       9.215      -3.6336387  12.90227491\n",
      "  1.         19.0430137  31.9969863   0.6         0.8         5.02857143\n",
      " 10.1263044   0.         23.04742857  5.02857143  4.05666667  8.2758155\n",
      "  2.         24.61533333  4.05666667  3.9290411   7.99615869 16.\n",
      " 32.3029589   3.9290411 ]\n",
      "[0.2275 0.0756 0.0481 0.0403 0.6085 0.    ]\n",
      "\n",
      "Nearest weather station is 1.18 degrees away..\n",
      "\n",
      "[ 2.16666667  4.16666667  4.95238095  2.81395937  1.          4.62428571\n",
      "  3.72571429  3.84166667  4.61571139  1.         10.455       8.74\n",
      " -4.95114155 12.67750736  4.         19.11780822 33.10219178  4.3\n",
      "  4.8         5.54285714  1.95948765  2.          3.20914286  2.21285714\n",
      "  5.02333333  3.89227297  1.          7.90666667  6.52033333 -4.9969863\n",
      " 12.45443131  3.         17.6769863  31.6830137   5.3         4.3\n",
      "  5.01428571  2.67070273  1.          5.07571429  3.18428571  5.06666667\n",
      "  4.36221147  0.          6.94333333 10.25166667 -6.21630137 12.64842492\n",
      "  6.         18.51630137 32.48369863  0.          1.4         4.82857143\n",
      "  8.54863636  0.         18.93942857  4.82857143  2.85666667  6.33433413\n",
      "  1.         20.26133333  2.85666667  3.41109589  7.37184128 14.\n",
      " 28.82490411  3.41109589]\n",
      "[0.2573 0.1578 0.0351 0.0257 0.516  0.0081]\n",
      "\n",
      "Nearest weather station is 0.76 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 4.          5.66666667  7.85714286  2.14629354  5.          2.58285714\n",
      "  3.75714286  6.78666667  3.89802989  2.          7.56833333  6.78666667\n",
      " -2.92863014 12.70873443  0.         20.10863014 31.93136986  6.3\n",
      "  7.05        8.4         1.56044865  7.          2.968       2.055\n",
      "  7.95        3.15193063 12.          5.615       5.292      -2.3290411\n",
      " 12.42950174  0.         19.1290411  30.4589589   8.1         8.9\n",
      "  9.39285714  1.61475973  7.          2.64714286  2.23285714  8.79333333\n",
      "  3.9065913   7.          6.80666667  8.96833333 -1.92534247 12.485939\n",
      "  0.         20.52534247 31.21465753  0.          4.4         4.94285714\n",
      "  6.72794962  0.         12.35714286  4.94285714  4.2         6.37766938\n",
      "  1.         19.79        4.2         3.06849315  6.13493859 11.\n",
      " 24.32350685  3.06849315]\n",
      "[0.2058 0.1259 0.0252 0.034  0.6091 0.    ]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[ 6.7         9.6         9.25714286  1.98556012  7.          3.26485714\n",
      "  2.53914286  8.58666667  3.69781317  9.          7.23633333  7.31666667\n",
      " -0.68849315 11.97505074  0.         18.56049315 28.42750685  8.4\n",
      "  9.5         9.65714286  1.88593072  7.          3.17685714  2.22714286\n",
      "  9.67666667  3.34780359 13.          6.12333333  5.54466667 -0.77780822\n",
      " 12.38564019  0.         18.51380822 29.45819178 10.          9.3\n",
      "  9.98571429  3.33142122  3.          6.45028571  3.75571429 10.72333333\n",
      "  3.7227842  14.          6.75766667  7.47833333 -0.89041096 13.01152876\n",
      "  0.         18.89841096 31.78158904  0.          1.2         2.42857143\n",
      "  2.82727243  0.          5.57942857  2.42857143  2.10666667  5.99304782\n",
      "  1.         23.27533333  2.10666667  2.84547945  6.69275319 13.\n",
      " 29.69852055  2.84547945]\n",
      "[0.3004 0.0567 0.0333 0.0369 0.5728 0.    ]\n",
      "\n",
      "Nearest weather station is 0.40 degrees away..\n",
      "\n",
      "[ 4.          5.66666667  7.85714286  2.14629354  5.          2.58285714\n",
      "  3.75714286  6.78666667  3.89802989  2.          7.56833333  6.78666667\n",
      " -2.92863014 12.70873443  0.         20.10863014 31.93136986  6.3\n",
      "  7.05        8.4         1.56044865  7.          2.968       2.055\n",
      "  7.95        3.15193063 12.          5.615       5.292      -2.3290411\n",
      " 12.42950174  0.         19.1290411  30.4589589   8.1         8.9\n",
      "  9.39285714  1.61475973  7.          2.64714286  2.23285714  8.79333333\n",
      "  3.9065913   7.          6.80666667  8.96833333 -1.92534247 12.485939\n",
      "  0.         20.52534247 31.21465753  0.          4.4         4.94285714\n",
      "  6.72794962  0.         12.35714286  4.94285714  4.2         6.37766938\n",
      "  1.         19.79        4.2         3.06849315  6.13493859 11.\n",
      " 24.32350685  3.06849315]\n",
      "[0.4343 0.0523 0.0373 0.0228 0.4533 0.    ]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[ 8.9         6.9         8.4         2.50713268  4.          4.35\n",
      "  3.85        7.91666667  4.44312828  4.          9.96833333  8.08166667\n",
      " -0.23972603 12.06414068  0.         18.49972603 29.36027397  8.9\n",
      "  7.4         8.62857143  2.10490196  6.          3.24142857  2.41657143\n",
      "  8.67        3.88948583  8.          8.157       6.48       -0.59054795\n",
      " 12.16989709  0.         18.29054795 30.30945205  8.9         7.9\n",
      "  8.82857143  3.07557859  2.          5.83142857  3.86857143  9.38333333\n",
      "  4.39219636  7.          7.51666667  9.96833333 -0.95315068 12.62591691\n",
      "  0.         18.35315068 31.68684932  0.          0.4         2.88571429\n",
      "  4.66090996  0.         10.33828571  2.88571429  2.95333333  5.44026552\n",
      "  1.         15.93266667  2.95333333  3.74684932  7.0943174  13.\n",
      " 31.46115068  3.74684932]\n",
      "[0.3597 0.1048 0.0331 0.0353 0.467  0.    ]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "[ 7.8         9.3        10.58571429  2.60298102  5.          4.12428571\n",
      "  3.25571429  9.61        4.27553895  7.          8.678       7.665\n",
      "  0.05410959 12.62138771  1.         19.24589041 31.75410959  9.6\n",
      "  9.9        10.94285714  2.13799448  7.          3.40914286  2.32485714\n",
      " 10.61        3.92499257 11.          7.407       6.92       -0.13123288\n",
      " 12.69154334  0.         18.80323288 31.12876712 10.8         9.8\n",
      " 10.65714286  3.00849138  5.          5.46285714  3.79714286 10.95\n",
      "  4.37635693 10.          7.915      10.28       -0.73438356 12.94671203\n",
      "  0.         19.03438356 32.00561644  0.          2.2         4.32857143\n",
      "  6.57847448  0.         13.37342857  4.32857143  2.81        5.46548869\n",
      "  2.         17.804       2.81        3.0860274   6.71490057 14.\n",
      " 29.1459726   3.0860274 ]\n",
      "[0.2281 0.1694 0.0177 0.0219 0.5629 0.    ]\n",
      "\n",
      "Nearest weather station is 0.70 degrees away..\n",
      "\n",
      "[ 6.7         8.4         8.18571429  1.23684919  7.          2.56428571\n",
      "  1.44371429  6.20333333  2.76556002  7.          5.83266667  5.16833333\n",
      " -0.36931507 10.00877647  0.         15.76931507 24.67468493  8.1\n",
      " 11.1         8.08571429  1.88484829  6.          2.90628571  3.16571429\n",
      "  7.16666667  2.89670311 10.          5.34333333  5.03766667 -0.12493151\n",
      " 10.2568204   0.         16.36093151 24.33506849  9.7        14.\n",
      "  8.18571429  3.69069431  2.          5.64028571  6.34571429  8.28666667\n",
      "  4.26487462  4.          8.07533333  8.40966667  0.30465753 10.80996016\n",
      "  0.         18.34734247 24.84065753  1.          3.          1.85714286\n",
      "  2.29711443  0.          4.71485714  1.85714286  2.63333333  6.37977708\n",
      "  1.         24.40666667  2.63333333  2.77315068  5.89614615 15.\n",
      " 29.30684932  2.77315068]\n",
      "[0.3265 0.0684 0.0209 0.0275 0.5567 0.    ]\n",
      "\n",
      "Nearest weather station is 0.49 degrees away..\n",
      "\n",
      "[ 9.          6.5         8.14285714  2.6283385   5.          3.73714286\n",
      "  4.93285714  8.55        4.63923485  4.          8.515       9.26\n",
      " -0.99452055 11.95591091  0.         18.99452055 29.22547945  9.7\n",
      "  7.5         9.07142857  2.28392787  6.          2.59857143  3.75142857\n",
      "  9.71        3.8100175   9.          6.99        6.565      -1.0769863\n",
      " 12.21127109  0.         17.9569863  30.0950137  10.5         8.5\n",
      " 10.07142857  2.67833332  5.          4.74857143  3.51142857 10.93333333\n",
      "  3.72096164 13.          6.27666667  6.49833333 -1.07260274 12.85805819\n",
      "  0.         18.57260274 30.28739726  0.          1.          3.14285714\n",
      "  3.44377581  0.          5.33714286  3.14285714  2.02666667  3.60951828\n",
      "  1.         11.96933333  2.02666667  3.04684932  5.91272806 18.\n",
      " 23.90515068  3.04684932]\n",
      "[0.4209 0.0759 0.0572 0.0307 0.4027 0.0126]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.2563 0.0406 0.0549 0.0298 0.6012 0.0172]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.461  0.0602 0.0409 0.0177 0.4037 0.0164]\n",
      "\n",
      "Nearest weather station is 0.49 degrees away..\n",
      "\n",
      "[ 9.          6.5         8.14285714  2.6283385   5.          3.73714286\n",
      "  4.93285714  8.55        4.63923485  4.          8.515       9.26\n",
      " -0.99452055 11.95591091  0.         18.99452055 29.22547945  9.7\n",
      "  7.5         9.07142857  2.28392787  6.          2.59857143  3.75142857\n",
      "  9.71        3.8100175   9.          6.99        6.565      -1.0769863\n",
      " 12.21127109  0.         17.9569863  30.0950137  10.5         8.5\n",
      " 10.07142857  2.67833332  5.          4.74857143  3.51142857 10.93333333\n",
      "  3.72096164 13.          6.27666667  6.49833333 -1.07260274 12.85805819\n",
      "  0.         18.57260274 30.28739726  0.          1.          3.14285714\n",
      "  3.44377581  0.          5.33714286  3.14285714  2.02666667  3.60951828\n",
      "  1.         11.96933333  2.02666667  3.04684932  5.91272806 18.\n",
      " 23.90515068  3.04684932]\n",
      "[0.4187 0.0824 0.1187 0.0533 0.3249 0.002 ]\n",
      "\n",
      "Nearest weather station is 1.05 degrees away..\n",
      "\n",
      "[ 2.16666667  4.16666667  4.95238095  2.81395937  1.          4.62428571\n",
      "  3.72571429  3.84166667  4.61571139  1.         10.455       8.74\n",
      " -4.95114155 12.67750736  4.         19.11780822 33.10219178  4.3\n",
      "  4.8         5.54285714  1.95948765  2.          3.20914286  2.21285714\n",
      "  5.02333333  3.89227297  1.          7.90666667  6.52033333 -4.9969863\n",
      " 12.45443131  3.         17.6769863  31.6830137   5.3         4.3\n",
      "  5.01428571  2.67070273  1.          5.07571429  3.18428571  5.06666667\n",
      "  4.36221147  0.          6.94333333 10.25166667 -6.21630137 12.64842492\n",
      "  6.         18.51630137 32.48369863  0.          1.4         4.82857143\n",
      "  8.54863636  0.         18.93942857  4.82857143  2.85666667  6.33433413\n",
      "  1.         20.26133333  2.85666667  3.41109589  7.37184128 14.\n",
      " 28.82490411  3.41109589]\n",
      "[0.4109 0.0553 0.0692 0.0408 0.4093 0.0146]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 5.5         7.5         8.42857143  2.5833059   4.          4.42142857\n",
      "  3.39857143  8.1         4.45982062  3.         10.24        7.455\n",
      " -1.18684932 12.03010016  0.         19.18684932 29.81315068  8.3\n",
      "  8.8         9.61428571  1.8916573   7.          2.87371429  2.25428571\n",
      "  9.70666667  3.76244011 11.          7.51033333  6.77166667 -1.15835616\n",
      " 12.26992413  0.         18.45835616 30.02164384 11.3        10.3\n",
      " 11.01428571  3.06893587  5.          5.16571429  4.12428571 11.56666667\n",
      "  4.17678771 13.          6.94333333 10.67166667 -0.78260274 12.85431136\n",
      "  0.         19.61860274 30.09739726  0.          1.          2.05714286\n",
      "  2.96785499  0.          5.08285714  2.05714286  2.01333333  4.85192287\n",
      "  1.         18.10866667  2.01333333  3.14328767  6.77478727 14.\n",
      " 31.08871233  3.14328767]\n",
      "[0.227  0.0643 0.0363 0.0237 0.6342 0.0145]\n",
      "\n",
      "Nearest weather station is 0.48 degrees away..\n",
      "\n",
      "[ 4.          5.66666667  7.85714286  2.14629354  5.          2.58285714\n",
      "  3.75714286  6.78666667  3.89802989  2.          7.56833333  6.78666667\n",
      " -2.92863014 12.70873443  0.         20.10863014 31.93136986  6.3\n",
      "  7.05        8.4         1.56044865  7.          2.968       2.055\n",
      "  7.95        3.15193063 12.          5.615       5.292      -2.3290411\n",
      " 12.42950174  0.         19.1290411  30.4589589   8.1         8.9\n",
      "  9.39285714  1.61475973  7.          2.64714286  2.23285714  8.79333333\n",
      "  3.9065913   7.          6.80666667  8.96833333 -1.92534247 12.485939\n",
      "  0.         20.52534247 31.21465753  0.          4.4         4.94285714\n",
      "  6.72794962  0.         12.35714286  4.94285714  4.2         6.37766938\n",
      "  1.         19.79        4.2         3.06849315  6.13493859 11.\n",
      " 24.32350685  3.06849315]\n",
      "[0.2912 0.0483 0.034  0.0148 0.5493 0.0623]\n",
      "\n",
      "Nearest weather station is 0.15 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 4.          5.66666667  7.85714286  2.14629354  5.          2.58285714\n",
      "  3.75714286  6.78666667  3.89802989  2.          7.56833333  6.78666667\n",
      " -2.92863014 12.70873443  0.         20.10863014 31.93136986  6.3\n",
      "  7.05        8.4         1.56044865  7.          2.968       2.055\n",
      "  7.95        3.15193063 12.          5.615       5.292      -2.3290411\n",
      " 12.42950174  0.         19.1290411  30.4589589   8.1         8.9\n",
      "  9.39285714  1.61475973  7.          2.64714286  2.23285714  8.79333333\n",
      "  3.9065913   7.          6.80666667  8.96833333 -1.92534247 12.485939\n",
      "  0.         20.52534247 31.21465753  0.          4.4         4.94285714\n",
      "  6.72794962  0.         12.35714286  4.94285714  4.2         6.37766938\n",
      "  1.         19.79        4.2         3.06849315  6.13493859 11.\n",
      " 24.32350685  3.06849315]\n",
      "[0.2293 0.0424 0.0379 0.0257 0.6647 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 8.3         8.7         8.52857143  2.36746657  5.          3.87542857\n",
      "  3.68457143  7.90333333  4.00528678  6.          7.25166667  6.95233333\n",
      " -2.37531056 12.05232719  0.         18.63331056 27.56168944  8.7\n",
      "  8.7         8.84285714  1.97401487  7.          2.82714286  2.63685714\n",
      "  8.96        3.55795822  9.          6.595       5.202      -2.51770186\n",
      " 12.45858123  0.         18.93370186 29.01929814  9.3         8.8\n",
      "  9.3         3.34664011  2.          6.442       3.682      10.17333333\n",
      "  3.9538111   9.          6.66866667  8.47733333 -2.44037267 13.1000234\n",
      "  0.         19.49837267 31.05962733  0.2         0.6         3.\n",
      "  3.19821379  0.          5.48        2.8         2.37333333  6.78954752\n",
      "  1.         26.39066667  2.37333333  5.32670807 11.20067159 12.\n",
      " 55.31629193  5.32670807]\n",
      "[0.6391 0.121  0.0754 0.0514 0.1016 0.0115]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.5655 0.0498 0.0437 0.0219 0.3068 0.0122]\n",
      "\n",
      "Nearest weather station is 1.22 degrees away..\n",
      "\n",
      "[ 7.26981134  7.89481134 10.30552563  2.93281487  4.          4.90428571\n",
      "  2.99821429 10.58647801  4.38244869  8.          8.95833333  8.81666667\n",
      "  0.82611271 12.43303956  0.         19.12369863 29.27630137 10.31716748\n",
      " 11.25716748 12.57431034  1.50357397  7.          2.38645714  2.20074286\n",
      " 12.48550082  3.55583962 21.          7.01966667  6.38133333  1.12114009\n",
      " 12.66252798  0.         18.8960274  29.2639726  13.         12.8\n",
      " 13.17857143  2.1110436   7.          2.28092857  4.42057143 13.58833333\n",
      "  3.90735489 22.          6.76666667  9.78333333  1.62273973 13.01398854\n",
      "  0.         19.55726027 29.30273973  1.3         0.6         1.55714286\n",
      "  3.07239188  0.          6.98085714  1.55714286  1.90333333  4.46060409\n",
      "  1.         16.53966667  1.90333333  2.7069863   5.99979653 15.\n",
      " 27.2210137   2.7069863 ]\n",
      "[0.2943 0.0588 0.0269 0.0363 0.5838 0.    ]\n",
      "\n",
      "Nearest weather station is 1.07 degrees away..\n",
      "\n",
      "[ 2.16666667  4.16666667  4.95238095  2.81395937  1.          4.62428571\n",
      "  3.72571429  3.84166667  4.61571139  1.         10.455       8.74\n",
      " -4.95114155 12.67750736  4.         19.11780822 33.10219178  4.3\n",
      "  4.8         5.54285714  1.95948765  2.          3.20914286  2.21285714\n",
      "  5.02333333  3.89227297  1.          7.90666667  6.52033333 -4.9969863\n",
      " 12.45443131  3.         17.6769863  31.6830137   5.3         4.3\n",
      "  5.01428571  2.67070273  1.          5.07571429  3.18428571  5.06666667\n",
      "  4.36221147  0.          6.94333333 10.25166667 -6.21630137 12.64842492\n",
      "  6.         18.51630137 32.48369863  0.          1.4         4.82857143\n",
      "  8.54863636  0.         18.93942857  4.82857143  2.85666667  6.33433413\n",
      "  1.         20.26133333  2.85666667  3.41109589  7.37184128 14.\n",
      " 28.82490411  3.41109589]\n",
      "[0.1768 0.0256 0.1208 0.0609 0.6007 0.0152]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 8.275       8.35        9.79285714  1.67453161  7.          2.64714286\n",
      "  1.51335714  8.66833333  4.21892035  5.          8.10666667  6.87833333\n",
      " -1.16712329 12.2075929   0.         19.16712329 29.83287671 10.23664804\n",
      " 11.57664804 12.21093376  2.08109077  7.          3.30531429  3.04588571\n",
      " 10.61998138  3.86489183 13.          6.95466667  6.73333333 -0.91006428\n",
      " 12.57403697  0.         18.70671233 30.58128767 11.3        13.1\n",
      " 13.35714286  3.62643357  6.          5.03485714  6.56914286 12.16666667\n",
      "  4.21452515 16.          6.33333333 10.44166667 -0.78520548 13.17412049\n",
      "  0.         19.28520548 31.39479452  0.          0.          2.11428571\n",
      "  4.02684867  0.          8.98171429  2.11428571  1.58        4.20962389\n",
      "  1.         16.41        1.58        2.07342466  6.10673282 13.\n",
      " 23.60657534  2.07342466]\n",
      "[0.3618 0.0639 0.041  0.0224 0.5009 0.0101]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 8.275       8.35        9.79285714  1.67453161  7.          2.64714286\n",
      "  1.51335714  8.66833333  4.21892035  5.          8.10666667  6.87833333\n",
      " -1.16712329 12.2075929   0.         19.16712329 29.83287671 10.23664804\n",
      " 11.57664804 12.21093376  2.08109077  7.          3.30531429  3.04588571\n",
      " 10.61998138  3.86489183 13.          6.95466667  6.73333333 -0.91006428\n",
      " 12.57403697  0.         18.70671233 30.58128767 11.3        13.1\n",
      " 13.35714286  3.62643357  6.          5.03485714  6.56914286 12.16666667\n",
      "  4.21452515 16.          6.33333333 10.44166667 -0.78520548 13.17412049\n",
      "  0.         19.28520548 31.39479452  0.          0.          2.11428571\n",
      "  4.02684867  0.          8.98171429  2.11428571  1.58        4.20962389\n",
      "  1.         16.41        1.58        2.07342466  6.10673282 13.\n",
      " 23.60657534  2.07342466]\n",
      "[0.4786 0.0698 0.0439 0.0235 0.3711 0.013 ]\n",
      "\n",
      "Nearest weather station is 1.12 degrees away..\n",
      "\n",
      "[ 2.16666667  4.16666667  4.95238095  2.81395937  1.          4.62428571\n",
      "  3.72571429  3.84166667  4.61571139  1.         10.455       8.74\n",
      " -4.95114155 12.67750736  4.         19.11780822 33.10219178  4.3\n",
      "  4.8         5.54285714  1.95948765  2.          3.20914286  2.21285714\n",
      "  5.02333333  3.89227297  1.          7.90666667  6.52033333 -4.9969863\n",
      " 12.45443131  3.         17.6769863  31.6830137   5.3         4.3\n",
      "  5.01428571  2.67070273  1.          5.07571429  3.18428571  5.06666667\n",
      "  4.36221147  0.          6.94333333 10.25166667 -6.21630137 12.64842492\n",
      "  6.         18.51630137 32.48369863  0.          1.4         4.82857143\n",
      "  8.54863636  0.         18.93942857  4.82857143  2.85666667  6.33433413\n",
      "  1.         20.26133333  2.85666667  3.41109589  7.37184128 14.\n",
      " 28.82490411  3.41109589]\n",
      "[0.2762 0.1905 0.0386 0.048  0.4434 0.0033]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 2.16666667  4.16666667  4.95238095  2.81395937  1.          4.62428571\n",
      "  3.72571429  3.84166667  4.61571139  1.         10.455       8.74\n",
      " -4.95114155 12.67750736  4.         19.11780822 33.10219178  4.3\n",
      "  4.8         5.54285714  1.95948765  2.          3.20914286  2.21285714\n",
      "  5.02333333  3.89227297  1.          7.90666667  6.52033333 -4.9969863\n",
      " 12.45443131  3.         17.6769863  31.6830137   5.3         4.3\n",
      "  5.01428571  2.67070273  1.          5.07571429  3.18428571  5.06666667\n",
      "  4.36221147  0.          6.94333333 10.25166667 -6.21630137 12.64842492\n",
      "  6.         18.51630137 32.48369863  0.          1.4         4.82857143\n",
      "  8.54863636  0.         18.93942857  4.82857143  2.85666667  6.33433413\n",
      "  1.         20.26133333  2.85666667  3.41109589  7.37184128 14.\n",
      " 28.82490411  3.41109589]\n",
      "[0.2556 0.0487 0.0519 0.0261 0.6094 0.0083]\n",
      "\n",
      "Nearest weather station is 0.80 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 2.16666667  4.16666667  4.95238095  2.81395937  1.          4.62428571\n",
      "  3.72571429  3.84166667  4.61571139  1.         10.455       8.74\n",
      " -4.95114155 12.67750736  4.         19.11780822 33.10219178  4.3\n",
      "  4.8         5.54285714  1.95948765  2.          3.20914286  2.21285714\n",
      "  5.02333333  3.89227297  1.          7.90666667  6.52033333 -4.9969863\n",
      " 12.45443131  3.         17.6769863  31.6830137   5.3         4.3\n",
      "  5.01428571  2.67070273  1.          5.07571429  3.18428571  5.06666667\n",
      "  4.36221147  0.          6.94333333 10.25166667 -6.21630137 12.64842492\n",
      "  6.         18.51630137 32.48369863  0.          1.4         4.82857143\n",
      "  8.54863636  0.         18.93942857  4.82857143  2.85666667  6.33433413\n",
      "  1.         20.26133333  2.85666667  3.41109589  7.37184128 14.\n",
      " 28.82490411  3.41109589]\n",
      "[0.2145 0.2414 0.0475 0.0367 0.4599 0.    ]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.3403 0.1345 0.0557 0.0383 0.4311 0.    ]\n",
      "\n",
      "Nearest weather station is 1.13 degrees away..\n",
      "\n",
      "[ 2.16666667  4.16666667  4.95238095  2.81395937  1.          4.62428571\n",
      "  3.72571429  3.84166667  4.61571139  1.         10.455       8.74\n",
      " -4.95114155 12.67750736  4.         19.11780822 33.10219178  4.3\n",
      "  4.8         5.54285714  1.95948765  2.          3.20914286  2.21285714\n",
      "  5.02333333  3.89227297  1.          7.90666667  6.52033333 -4.9969863\n",
      " 12.45443131  3.         17.6769863  31.6830137   5.3         4.3\n",
      "  5.01428571  2.67070273  1.          5.07571429  3.18428571  5.06666667\n",
      "  4.36221147  0.          6.94333333 10.25166667 -6.21630137 12.64842492\n",
      "  6.         18.51630137 32.48369863  0.          1.4         4.82857143\n",
      "  8.54863636  0.         18.93942857  4.82857143  2.85666667  6.33433413\n",
      "  1.         20.26133333  2.85666667  3.41109589  7.37184128 14.\n",
      " 28.82490411  3.41109589]\n",
      "[0.2234 0.3113 0.0305 0.0277 0.3844 0.0226]\n",
      "\n",
      "Nearest weather station is 1.14 degrees away..\n",
      "\n",
      "[ 7.1         8.          8.55714286  1.27934932  7.          2.01885714\n",
      "  1.43314286  6.09        2.83329608  8.          5.859       5.2\n",
      " -5.08808219 14.13550913  1.         21.68808219 32.90791781  7.7\n",
      "  7.6         9.04285714  1.66549619  7.          3.54714286  1.43685714\n",
      "  8.08833333  2.36846235 20.          4.50866667  4.45933333 -3.14022831\n",
      " 13.33938568  0.         21.34022831 32.99577169  8.          7.\n",
      "  9.28571429  3.33099238  2.          6.77828571  3.97771429  9.88666667\n",
      "  3.75346359 10.          7.81333333  6.37066667 -1.37657534 13.15688811\n",
      "  0.         22.44857534 33.42342466 -0.14513619 -0.14513619 -0.14513619\n",
      "  0.          7.          0.          0.         -0.06180285  0.2608746\n",
      "  2.          0.91666667  0.08333333  3.08911039  5.44167711 16.\n",
      " 21.88575342  3.23424658]\n",
      "[0.2488 0.0492 0.1033 0.0136 0.5851 0.    ]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[ 8.275       8.35        9.79285714  1.67453161  7.          2.64714286\n",
      "  1.51335714  8.66833333  4.21892035  5.          8.10666667  6.87833333\n",
      " -1.16712329 12.2075929   0.         19.16712329 29.83287671 10.23664804\n",
      " 11.57664804 12.21093376  2.08109077  7.          3.30531429  3.04588571\n",
      " 10.61998138  3.86489183 13.          6.95466667  6.73333333 -0.91006428\n",
      " 12.57403697  0.         18.70671233 30.58128767 11.3        13.1\n",
      " 13.35714286  3.62643357  6.          5.03485714  6.56914286 12.16666667\n",
      "  4.21452515 16.          6.33333333 10.44166667 -0.78520548 13.17412049\n",
      "  0.         19.28520548 31.39479452  0.          0.          2.11428571\n",
      "  4.02684867  0.          8.98171429  2.11428571  1.58        4.20962389\n",
      "  1.         16.41        1.58        2.07342466  6.10673282 13.\n",
      " 23.60657534  2.07342466]\n",
      "[0.2772 0.0598 0.0357 0.0385 0.5888 0.    ]\n",
      "\n",
      "Nearest weather station is 0.76 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 8.525       0.91480872  4.          0.863       1.474       6.34814815\n",
      "  2.61114001  8.          3.15185185  5.94414815 -1.44558011  9.89688521\n",
      "  0.         15.58458011 24.41041989  8.125       0.62998016  4.\n",
      "  0.672       0.719       6.65555556  2.58332736 11.          3.78444444\n",
      "  5.66955556 -1.16104972  9.92955864  0.         15.10004972 23.71695028\n",
      "  7.775       1.09857863  4.          0.913       1.806       7.00740741\n",
      "  3.1255134   8.          4.63259259  7.07740741 -0.79143646 10.24647945\n",
      "  1.         16.99143646 24.65956354  2.25        2.86138079  0.\n",
      "  4.6         2.25        2.72222222  4.37715732  1.         10.83577778\n",
      "  2.72222222  2.74254144  5.43841586 14.         22.38845856  2.74254144\n",
      "  1.         16.41        1.58        2.07342466  6.10673282 13.\n",
      " 23.60657534  2.07342466]\n",
      "[0.3048 0.0623 0.0499 0.0185 0.5645 0.    ]\n",
      "\n",
      "Nearest weather station is 0.55 degrees away..\n",
      "\n",
      "[ 8.9         6.9         8.4         2.50713268  4.          4.35\n",
      "  3.85        7.91666667  4.44312828  4.          9.96833333  8.08166667\n",
      " -0.23972603 12.06414068  0.         18.49972603 29.36027397  8.9\n",
      "  7.4         8.62857143  2.10490196  6.          3.24142857  2.41657143\n",
      "  8.67        3.88948583  8.          8.157       6.48       -0.59054795\n",
      " 12.16989709  0.         18.29054795 30.30945205  8.9         7.9\n",
      "  8.82857143  3.07557859  2.          5.83142857  3.86857143  9.38333333\n",
      "  4.39219636  7.          7.51666667  9.96833333 -0.95315068 12.62591691\n",
      "  0.         18.35315068 31.68684932  0.          0.4         2.88571429\n",
      "  4.66090996  0.         10.33828571  2.88571429  2.95333333  5.44026552\n",
      "  1.         15.93266667  2.95333333  3.74684932  7.0943174  13.\n",
      " 31.46115068  3.74684932]\n",
      "[0.3665 0.1142 0.0373 0.0346 0.4474 0.    ]\n",
      "\n",
      "Nearest weather station is 0.06 degrees away..\n",
      "\n",
      "[ 5.          4.75        7.53571429  3.46520606  2.          5.81428571\n",
      "  3.03571429  8.225       4.57869209  5.         10.115       7.725\n",
      " -1.68410959 12.11560238  2.         18.18410959 31.17589041  8.\n",
      "  7.6         9.41428571  1.89241235  7.          3.00771429  2.19028571\n",
      " 10.09666667  3.65453903 11.          7.87833333  6.10666667 -0.62849315\n",
      " 12.39703965  0.         17.98449315 30.17150685 10.3         9.3\n",
      " 10.58571429  3.32584192  3.          6.47428571  3.28571429 11.28333333\n",
      "  4.08958705 13.          6.72666667 10.53333333 -0.26287671 13.04213765\n",
      "  0.         19.56287671 29.43712329  0.          0.          2.42857143\n",
      "  3.84919817  0.          6.51142857  2.42857143  2.2         4.41512552\n",
      "  1.         15.32        2.2         2.62958904  6.3411408  13.\n",
      " 27.73041096  2.62958904]\n",
      "[0.164  0.0587 0.0317 0.0333 0.7124 0.    ]\n",
      "\n",
      "Nearest weather station is 0.01 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.7568 0.0863 0.0491 0.0276 0.0696 0.0106]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.532  0.1022 0.0793 0.05   0.2199 0.0165]\n",
      "\n",
      "Nearest weather station is 2.29 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.4317 0.0455 0.0394 0.031  0.4523 0.    ]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.4094 0.0597 0.1406 0.0429 0.3325 0.0149]\n",
      "\n",
      "Nearest weather station is 0.57 degrees away..\n",
      "\n",
      "[ 9.          6.5         8.14285714  2.6283385   5.          3.73714286\n",
      "  4.93285714  8.55        4.63923485  4.          8.515       9.26\n",
      " -0.99452055 11.95591091  0.         18.99452055 29.22547945  9.7\n",
      "  7.5         9.07142857  2.28392787  6.          2.59857143  3.75142857\n",
      "  9.71        3.8100175   9.          6.99        6.565      -1.0769863\n",
      " 12.21127109  0.         17.9569863  30.0950137  10.5         8.5\n",
      " 10.07142857  2.67833332  5.          4.74857143  3.51142857 10.93333333\n",
      "  3.72096164 13.          6.27666667  6.49833333 -1.07260274 12.85805819\n",
      "  0.         18.57260274 30.28739726  0.          1.          3.14285714\n",
      "  3.44377581  0.          5.33714286  3.14285714  2.02666667  3.60951828\n",
      "  1.         11.96933333  2.02666667  3.04684932  5.91272806 18.\n",
      " 23.90515068  3.04684932]\n",
      "[0.411  0.0477 0.0877 0.0257 0.3996 0.0282]\n",
      "\n",
      "Nearest weather station is 0.00 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 9.9        10.9        11.61428571  1.84888273  7.          2.72571429\n",
      "  2.65428571 11.51666667  3.58860078 16.          8.01333333  5.47166667\n",
      "  1.61136986 12.44396265  0.         19.28863014 29.71136986 11.3\n",
      " 11.         11.98571429  2.08287478  7.          3.89428571  2.17371429\n",
      " 12.42        3.33610551 21.          6.358       6.185       1.76273973\n",
      " 12.46227988  0.         18.23726027 29.94273973 12.6        11.1\n",
      " 12.31428571  3.30429529  5.          6.51571429  3.21428571 13.26666667\n",
      "  3.83478233 19.          5.68833333  8.94166667  1.88520548 12.78459262\n",
      "  0.         19.89479452 30.96520548  0.          1.2         2.91428571\n",
      "  4.2733154   0.          8.58571429  2.91428571  2.22        4.89716925\n",
      "  1.         18.526       2.22        3.12191781  6.85136616 11.\n",
      " 27.91008219  3.12191781]\n",
      "[0.6357 0.1076 0.0547 0.0301 0.1595 0.0125]\n",
      "\n",
      "Nearest weather station is 1.51 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 9.9        10.9        11.61428571  1.84888273  7.          2.72571429\n",
      "  2.65428571 11.51666667  3.58860078 16.          8.01333333  5.47166667\n",
      "  1.61136986 12.44396265  0.         19.28863014 29.71136986 11.3\n",
      " 11.         11.98571429  2.08287478  7.          3.89428571  2.17371429\n",
      " 12.42        3.33610551 21.          6.358       6.185       1.76273973\n",
      " 12.46227988  0.         18.23726027 29.94273973 12.6        11.1\n",
      " 12.31428571  3.30429529  5.          6.51571429  3.21428571 13.26666667\n",
      "  3.83478233 19.          5.68833333  8.94166667  1.88520548 12.78459262\n",
      "  0.         19.89479452 30.96520548  0.          1.2         2.91428571\n",
      "  4.2733154   0.          8.58571429  2.91428571  2.22        4.89716925\n",
      "  1.         18.526       2.22        3.12191781  6.85136616 11.\n",
      " 27.91008219  3.12191781]\n",
      "[0.3836 0.2215 0.0579 0.0418 0.2919 0.0033]\n",
      "\n",
      "Nearest weather station is 1.16 degrees away..\n",
      "\n",
      "[ 7.8         9.3        10.58571429  2.60298102  5.          4.12428571\n",
      "  3.25571429  9.61        4.27553895  7.          8.678       7.665\n",
      "  0.05410959 12.62138771  1.         19.24589041 31.75410959  9.6\n",
      "  9.9        10.94285714  2.13799448  7.          3.40914286  2.32485714\n",
      " 10.61        3.92499257 11.          7.407       6.92       -0.13123288\n",
      " 12.69154334  0.         18.80323288 31.12876712 10.8         9.8\n",
      " 10.65714286  3.00849138  5.          5.46285714  3.79714286 10.95\n",
      "  4.37635693 10.          7.915      10.28       -0.73438356 12.94671203\n",
      "  0.         19.03438356 32.00561644  0.          2.2         4.32857143\n",
      "  6.57847448  0.         13.37342857  4.32857143  2.81        5.46548869\n",
      "  2.         17.804       2.81        3.0860274   6.71490057 14.\n",
      " 29.1459726   3.0860274 ]\n",
      "[0.2756 0.2149 0.0358 0.0447 0.4291 0.    ]\n",
      "\n",
      "Nearest weather station is 1.13 degrees away..\n",
      "\n",
      "[ 2.16666667  4.16666667  4.95238095  2.81395937  1.          4.62428571\n",
      "  3.72571429  3.84166667  4.61571139  1.         10.455       8.74\n",
      " -4.95114155 12.67750736  4.         19.11780822 33.10219178  4.3\n",
      "  4.8         5.54285714  1.95948765  2.          3.20914286  2.21285714\n",
      "  5.02333333  3.89227297  1.          7.90666667  6.52033333 -4.9969863\n",
      " 12.45443131  3.         17.6769863  31.6830137   5.3         4.3\n",
      "  5.01428571  2.67070273  1.          5.07571429  3.18428571  5.06666667\n",
      "  4.36221147  0.          6.94333333 10.25166667 -6.21630137 12.64842492\n",
      "  6.         18.51630137 32.48369863  0.          1.4         4.82857143\n",
      "  8.54863636  0.         18.93942857  4.82857143  2.85666667  6.33433413\n",
      "  1.         20.26133333  2.85666667  3.41109589  7.37184128 14.\n",
      " 28.82490411  3.41109589]\n",
      "[0.2697 0.1107 0.0555 0.0425 0.5063 0.0152]\n",
      "\n",
      "Nearest weather station is 0.21 degrees away..\n",
      "\n",
      "[ 8.275       8.35        9.79285714  1.67453161  7.          2.64714286\n",
      "  1.51335714  8.66833333  4.21892035  5.          8.10666667  6.87833333\n",
      " -1.16712329 12.2075929   0.         19.16712329 29.83287671 10.23664804\n",
      " 11.57664804 12.21093376  2.08109077  7.          3.30531429  3.04588571\n",
      " 10.61998138  3.86489183 13.          6.95466667  6.73333333 -0.91006428\n",
      " 12.57403697  0.         18.70671233 30.58128767 11.3        13.1\n",
      " 13.35714286  3.62643357  6.          5.03485714  6.56914286 12.16666667\n",
      "  4.21452515 16.          6.33333333 10.44166667 -0.78520548 13.17412049\n",
      "  0.         19.28520548 31.39479452  0.          0.          2.11428571\n",
      "  4.02684867  0.          8.98171429  2.11428571  1.58        4.20962389\n",
      "  1.         16.41        1.58        2.07342466  6.10673282 13.\n",
      " 23.60657534  2.07342466]\n",
      "[0.1825 0.0477 0.0298 0.0289 0.7006 0.0105]\n",
      "\n",
      "Nearest weather station is 0.14 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 8.275       8.35        9.79285714  1.67453161  7.          2.64714286\n",
      "  1.51335714  8.66833333  4.21892035  5.          8.10666667  6.87833333\n",
      " -1.16712329 12.2075929   0.         19.16712329 29.83287671 10.23664804\n",
      " 11.57664804 12.21093376  2.08109077  7.          3.30531429  3.04588571\n",
      " 10.61998138  3.86489183 13.          6.95466667  6.73333333 -0.91006428\n",
      " 12.57403697  0.         18.70671233 30.58128767 11.3        13.1\n",
      " 13.35714286  3.62643357  6.          5.03485714  6.56914286 12.16666667\n",
      "  4.21452515 16.          6.33333333 10.44166667 -0.78520548 13.17412049\n",
      "  0.         19.28520548 31.39479452  0.          0.          2.11428571\n",
      "  4.02684867  0.          8.98171429  2.11428571  1.58        4.20962389\n",
      "  1.         16.41        1.58        2.07342466  6.10673282 13.\n",
      " 23.60657534  2.07342466]\n",
      "[0.2268 0.0765 0.0209 0.0172 0.6467 0.0119]\n",
      "\n",
      "Nearest weather station is 3.48 degrees away..\n",
      "\n",
      "[ 7.9         8.5         8.05714286  0.6230275   7.          0.63085714\n",
      "  1.28514286  5.81833333  1.71583232 16.          2.82366667  3.02833333\n",
      "  1.7         8.02198786  1.         12.638      17.369       8.5\n",
      "  7.9         7.2         0.73290031  7.          1.264       0.982\n",
      "  6.05666667  2.02972631 17.          4.36033333  4.35366667  1.8251506\n",
      "  7.76587445  1.         12.1508494  15.7631506   9.4         7.7\n",
      "  6.68571429  1.37053542  7.          2.61228571  1.81971429  6.64666667\n",
      "  3.48757158  4.          9.05133333  6.05966667  2.3875      7.80094626\n",
      "  1.         13.7095     15.1775     -0.4        -0.4        -0.06071429\n",
      "  0.69021957  0.          1.56321429  0.33928571  2.89333333  4.34740312\n",
      "  1.         14.57616667  3.29333333  2.90572289  5.14405422 11.\n",
      " 20.33627711  3.30572289]\n",
      "[0.2715 0.1044 0.0326 0.036  0.5555 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 6.8         7.7         7.74285714  0.62759665  7.          0.85114286\n",
      "  0.93085714  6.31        2.25275387 15.          4.536       4.307\n",
      " -2.12458791  9.85864551  0.         13.72458791 24.07141209  7.5\n",
      "  8.6         8.21428571  1.35796967  7.          1.84971429  2.50028571\n",
      "  7.11333333  2.68759289 14.          4.46766667  5.01333333 -1.68021978\n",
      " 10.14782765  0.         14.82821978 24.43778022  8.6         9.9\n",
      "  9.04285714  2.38618473  6.          3.63714286  4.32685714  8.26\n",
      "  3.59301174 10.          4.882       7.525      -0.85851648 10.67217338\n",
      "  0.         17.19551648 25.21148352  1.8         0.          9.47142857\n",
      " 12.52251849  1.         26.74857143  9.47142857  3.90833333  7.56280463\n",
      "  1.         27.02166667  3.90833333  2.92239011  7.02283451 11.\n",
      " 24.50560989  2.92239011]\n",
      "[0.2377 0.0894 0.0705 0.0262 0.5763 0.    ]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[ 8.275       8.35        9.79285714  1.67453161  7.          2.64714286\n",
      "  1.51335714  8.66833333  4.21892035  5.          8.10666667  6.87833333\n",
      " -1.16712329 12.2075929   0.         19.16712329 29.83287671 10.23664804\n",
      " 11.57664804 12.21093376  2.08109077  7.          3.30531429  3.04588571\n",
      " 10.61998138  3.86489183 13.          6.95466667  6.73333333 -0.91006428\n",
      " 12.57403697  0.         18.70671233 30.58128767 11.3        13.1\n",
      " 13.35714286  3.62643357  6.          5.03485714  6.56914286 12.16666667\n",
      "  4.21452515 16.          6.33333333 10.44166667 -0.78520548 13.17412049\n",
      "  0.         19.28520548 31.39479452  0.          0.          2.11428571\n",
      "  4.02684867  0.          8.98171429  2.11428571  1.58        4.20962389\n",
      "  1.         16.41        1.58        2.07342466  6.10673282 13.\n",
      " 23.60657534  2.07342466]\n",
      "[0.2418 0.0672 0.0342 0.043  0.6139 0.    ]\n",
      "\n",
      "Nearest weather station is 0.32 degrees away..\n",
      "\n",
      "\n",
      "Nearest weather station is 0.87 degrees away..\n",
      "\n",
      "[ 4.          5.66666667  7.85714286  2.14629354  5.          2.58285714\n",
      "  3.75714286  6.78666667  3.89802989  2.          7.56833333  6.78666667\n",
      " -2.92863014 12.70873443  0.         20.10863014 31.93136986  6.3\n",
      "  7.05        8.4         1.56044865  7.          2.968       2.055\n",
      "  7.95        3.15193063 12.          5.615       5.292      -2.3290411\n",
      " 12.42950174  0.         19.1290411  30.4589589   8.1         8.9\n",
      "  9.39285714  1.61475973  7.          2.64714286  2.23285714  8.79333333\n",
      "  3.9065913   7.          6.80666667  8.96833333 -1.92534247 12.485939\n",
      "  0.         20.52534247 31.21465753  0.          4.4         4.94285714\n",
      "  6.72794962  0.         12.35714286  4.94285714  4.2         6.37766938\n",
      "  1.         19.79        4.2         3.06849315  6.13493859 11.\n",
      " 24.32350685  3.06849315]\n",
      "[0.2961 0.0911 0.0198 0.0217 0.5713 0.    ]\n",
      "\n",
      "Nearest weather station is 0.14 degrees away..\n",
      "\n",
      "[ 7.26981134  7.89481134 10.30552563  2.93281487  4.          4.90428571\n",
      "  2.99821429 10.58647801  4.38244869  8.          8.95833333  8.81666667\n",
      "  0.82611271 12.43303956  0.         19.12369863 29.27630137 10.31716748\n",
      " 11.25716748 12.57431034  1.50357397  7.          2.38645714  2.20074286\n",
      " 12.48550082  3.55583962 21.          7.01966667  6.38133333  1.12114009\n",
      " 12.66252798  0.         18.8960274  29.2639726  13.         12.8\n",
      " 13.17857143  2.1110436   7.          2.28092857  4.42057143 13.58833333\n",
      "  3.90735489 22.          6.76666667  9.78333333  1.62273973 13.01398854\n",
      "  0.         19.55726027 29.30273973  1.3         0.6         1.55714286\n",
      "  3.07239188  0.          6.98085714  1.55714286  1.90333333  4.46060409\n",
      "  1.         16.53966667  1.90333333  2.7069863   5.99979653 15.\n",
      " 27.2210137   2.7069863 ]\n",
      "[0.216  0.0553 0.0293 0.0256 0.6633 0.0104]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 7.26981134  7.89481134 10.30552563  2.93281487  4.          4.90428571\n",
      "  2.99821429 10.58647801  4.38244869  8.          8.95833333  8.81666667\n",
      "  0.82611271 12.43303956  0.         19.12369863 29.27630137 10.31716748\n",
      " 11.25716748 12.57431034  1.50357397  7.          2.38645714  2.20074286\n",
      " 12.48550082  3.55583962 21.          7.01966667  6.38133333  1.12114009\n",
      " 12.66252798  0.         18.8960274  29.2639726  13.         12.8\n",
      " 13.17857143  2.1110436   7.          2.28092857  4.42057143 13.58833333\n",
      "  3.90735489 22.          6.76666667  9.78333333  1.62273973 13.01398854\n",
      "  0.         19.55726027 29.30273973  1.3         0.6         1.55714286\n",
      "  3.07239188  0.          6.98085714  1.55714286  1.90333333  4.46060409\n",
      "  1.         16.53966667  1.90333333  2.7069863   5.99979653 15.\n",
      " 27.2210137   2.7069863 ]\n",
      "[0.2319 0.0866 0.0511 0.0362 0.5941 0.    ]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.229  0.0309 0.0767 0.0425 0.618  0.0029]\n",
      "\n",
      "Nearest weather station is 0.41 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.3037 0.0627 0.0443 0.0265 0.5511 0.0117]\n",
      "\n",
      "Nearest weather station is 0.18 degrees away..\n",
      "\n",
      "[ 5.3         6.3         8.58571429  3.20554367  3.          4.65428571\n",
      "  4.22571429  8.26666667  4.63129452  3.         10.16333333  7.38666667\n",
      " -0.93013699 12.32579081  1.         19.23013699 30.44986301  8.1\n",
      "  8.1         9.71428571  2.06150332  7.          3.32571429  2.27228571\n",
      "  9.85666667  3.74091641 11.          7.73133333  5.75666667 -0.59958904\n",
      " 12.4076868   0.         18.67958904 30.40841096 10.3         9.3\n",
      " 10.22857143  2.71804251  5.          4.48142857  3.39857143 10.8\n",
      "  3.87298335 14.          6.71        8.775      -0.88767123 12.88673679\n",
      "  0.         19.18767123 30.99232877  1.          2.5         4.21428571\n",
      "  5.35761903  0.          9.60571429  4.21428571  2.56        4.38501995\n",
      "  2.         13.712       2.56        3.35534247  7.28326325 14.\n",
      " 34.63665753  3.35534247]\n",
      "[0.2212 0.1098 0.0252 0.0199 0.624  0.    ]\n",
      "\n",
      "Nearest weather station is 1.34 degrees away..\n",
      "\n",
      "[ 2.16666667  4.16666667  4.95238095  2.81395937  1.          4.62428571\n",
      "  3.72571429  3.84166667  4.61571139  1.         10.455       8.74\n",
      " -4.95114155 12.67750736  4.         19.11780822 33.10219178  4.3\n",
      "  4.8         5.54285714  1.95948765  2.          3.20914286  2.21285714\n",
      "  5.02333333  3.89227297  1.          7.90666667  6.52033333 -4.9969863\n",
      " 12.45443131  3.         17.6769863  31.6830137   5.3         4.3\n",
      "  5.01428571  2.67070273  1.          5.07571429  3.18428571  5.06666667\n",
      "  4.36221147  0.          6.94333333 10.25166667 -6.21630137 12.64842492\n",
      "  6.         18.51630137 32.48369863  0.          1.4         4.82857143\n",
      "  8.54863636  0.         18.93942857  4.82857143  2.85666667  6.33433413\n",
      "  1.         20.26133333  2.85666667  3.41109589  7.37184128 14.\n",
      " 28.82490411  3.41109589]\n",
      "[0.2595 0.0786 0.0344 0.0265 0.6011 0.    ]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.3693 0.0607 0.0472 0.0311 0.4884 0.0032]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 6.7         9.6         9.25714286  1.98556012  7.          3.26485714\n",
      "  2.53914286  8.58666667  3.69781317  9.          7.23633333  7.31666667\n",
      " -0.68849315 11.97505074  0.         18.56049315 28.42750685  8.4\n",
      "  9.5         9.65714286  1.88593072  7.          3.17685714  2.22714286\n",
      "  9.67666667  3.34780359 13.          6.12333333  5.54466667 -0.77780822\n",
      " 12.38564019  0.         18.51380822 29.45819178 10.          9.3\n",
      "  9.98571429  3.33142122  3.          6.45028571  3.75571429 10.72333333\n",
      "  3.7227842  14.          6.75766667  7.47833333 -0.89041096 13.01152876\n",
      "  0.         18.89841096 31.78158904  0.          1.2         2.42857143\n",
      "  2.82727243  0.          5.57942857  2.42857143  2.10666667  5.99304782\n",
      "  1.         23.27533333  2.10666667  2.84547945  6.69275319 13.\n",
      " 29.69852055  2.84547945]\n",
      "[0.6682 0.062  0.0625 0.0208 0.1726 0.014 ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.639  0.0528 0.0598 0.0233 0.2185 0.0066]\n",
      "\n",
      "Nearest weather station is 0.59 degrees away..\n",
      "\n",
      "[ 7.8         9.3        10.58571429  2.60298102  5.          4.12428571\n",
      "  3.25571429  9.61        4.27553895  7.          8.678       7.665\n",
      "  0.05410959 12.62138771  1.         19.24589041 31.75410959  9.6\n",
      "  9.9        10.94285714  2.13799448  7.          3.40914286  2.32485714\n",
      " 10.61        3.92499257 11.          7.407       6.92       -0.13123288\n",
      " 12.69154334  0.         18.80323288 31.12876712 10.8         9.8\n",
      " 10.65714286  3.00849138  5.          5.46285714  3.79714286 10.95\n",
      "  4.37635693 10.          7.915      10.28       -0.73438356 12.94671203\n",
      "  0.         19.03438356 32.00561644  0.          2.2         4.32857143\n",
      "  6.57847448  0.         13.37342857  4.32857143  2.81        5.46548869\n",
      "  2.         17.804       2.81        3.0860274   6.71490057 14.\n",
      " 29.1459726   3.0860274 ]\n",
      "[0.3055 0.0881 0.0236 0.0182 0.5529 0.0117]\n",
      "\n",
      "Nearest weather station is 0.15 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 7.8         9.3        10.58571429  2.60298102  5.          4.12428571\n",
      "  3.25571429  9.61        4.27553895  7.          8.678       7.665\n",
      "  0.05410959 12.62138771  1.         19.24589041 31.75410959  9.6\n",
      "  9.9        10.94285714  2.13799448  7.          3.40914286  2.32485714\n",
      " 10.61        3.92499257 11.          7.407       6.92       -0.13123288\n",
      " 12.69154334  0.         18.80323288 31.12876712 10.8         9.8\n",
      " 10.65714286  3.00849138  5.          5.46285714  3.79714286 10.95\n",
      "  4.37635693 10.          7.915      10.28       -0.73438356 12.94671203\n",
      "  0.         19.03438356 32.00561644  0.          2.2         4.32857143\n",
      "  6.57847448  0.         13.37342857  4.32857143  2.81        5.46548869\n",
      "  2.         17.804       2.81        3.0860274   6.71490057 14.\n",
      " 29.1459726   3.0860274 ]\n",
      "[0.3972 0.0792 0.0243 0.0333 0.466  0.    ]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[ 8.9         8.9         9.32857143  2.66496544  5.          4.45142857\n",
      "  4.24857143  8.1         5.30659966  1.         10.64        9.2\n",
      " -1.08219178 13.22768105  1.         19.98219178 35.37780822  9.3\n",
      "  9.3         9.8         1.96396101  7.          3.41        2.47\n",
      "  9.28333333  4.11194061  8.          8.00166667  6.83833333 -0.67424658\n",
      " 12.68074129  0.         18.52624658 33.06575342  9.          9.\n",
      "  9.57142857  2.82120252  5.          5.24857143  3.51142857  9.76666667\n",
      "  4.39456735  7.          7.23333333 10.60666667 -0.96328767 12.67208215\n",
      "  0.         18.46328767 31.39671233  0.          1.4         4.37142857\n",
      "  7.59731424  0.         16.74057143  4.37142857  2.95333333  6.42986435\n",
      "  2.         20.04066667  2.95333333  2.99945205  6.00517582 14.\n",
      " 27.00054795  2.99945205]\n",
      "[0.3101 0.0429 0.0293 0.0302 0.5874 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 8.275       8.35        9.79285714  1.67453161  7.          2.64714286\n",
      "  1.51335714  8.66833333  4.21892035  5.          8.10666667  6.87833333\n",
      " -1.16712329 12.2075929   0.         19.16712329 29.83287671 10.23664804\n",
      " 11.57664804 12.21093376  2.08109077  7.          3.30531429  3.04588571\n",
      " 10.61998138  3.86489183 13.          6.95466667  6.73333333 -0.91006428\n",
      " 12.57403697  0.         18.70671233 30.58128767 11.3        13.1\n",
      " 13.35714286  3.62643357  6.          5.03485714  6.56914286 12.16666667\n",
      "  4.21452515 16.          6.33333333 10.44166667 -0.78520548 13.17412049\n",
      "  0.         19.28520548 31.39479452  0.          0.          2.11428571\n",
      "  4.02684867  0.          8.98171429  2.11428571  1.58        4.20962389\n",
      "  1.         16.41        1.58        2.07342466  6.10673282 13.\n",
      " 23.60657534  2.07342466]\n",
      "[0.197  0.0562 0.0316 0.0338 0.6813 0.    ]\n",
      "\n",
      "Nearest weather station is 0.47 degrees away..\n",
      "\n",
      "[ 7.8         9.3        10.58571429  2.60298102  5.          4.12428571\n",
      "  3.25571429  9.61        4.27553895  7.          8.678       7.665\n",
      "  0.05410959 12.62138771  1.         19.24589041 31.75410959  9.6\n",
      "  9.9        10.94285714  2.13799448  7.          3.40914286  2.32485714\n",
      " 10.61        3.92499257 11.          7.407       6.92       -0.13123288\n",
      " 12.69154334  0.         18.80323288 31.12876712 10.8         9.8\n",
      " 10.65714286  3.00849138  5.          5.46285714  3.79714286 10.95\n",
      "  4.37635693 10.          7.915      10.28       -0.73438356 12.94671203\n",
      "  0.         19.03438356 32.00561644  0.          2.2         4.32857143\n",
      "  6.57847448  0.         13.37342857  4.32857143  2.81        5.46548869\n",
      "  2.         17.804       2.81        3.0860274   6.71490057 14.\n",
      " 29.1459726   3.0860274 ]\n",
      "[0.2736 0.0943 0.0352 0.0318 0.5651 0.    ]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[ 8.3         8.7         8.52857143  2.36746657  5.          3.87542857\n",
      "  3.68457143  7.90333333  4.00528678  6.          7.25166667  6.95233333\n",
      " -2.37531056 12.05232719  0.         18.63331056 27.56168944  8.7\n",
      "  8.7         8.84285714  1.97401487  7.          2.82714286  2.63685714\n",
      "  8.96        3.55795822  9.          6.595       5.202      -2.51770186\n",
      " 12.45858123  0.         18.93370186 29.01929814  9.3         8.8\n",
      "  9.3         3.34664011  2.          6.442       3.682      10.17333333\n",
      "  3.9538111   9.          6.66866667  8.47733333 -2.44037267 13.1000234\n",
      "  0.         19.49837267 31.05962733  0.2         0.6         3.\n",
      "  3.19821379  0.          5.48        2.8         2.37333333  6.78954752\n",
      "  1.         26.39066667  2.37333333  5.32670807 11.20067159 12.\n",
      " 55.31629193  5.32670807]\n",
      "[0.388  0.0818 0.039  0.0377 0.4429 0.0105]\n",
      "\n",
      "Nearest weather station is 0.24 degrees away..\n",
      "\n",
      "[ 5.          4.75        7.53571429  3.46520606  2.          5.81428571\n",
      "  3.03571429  8.225       4.57869209  5.         10.115       7.725\n",
      " -1.68410959 12.11560238  2.         18.18410959 31.17589041  8.\n",
      "  7.6         9.41428571  1.89241235  7.          3.00771429  2.19028571\n",
      " 10.09666667  3.65453903 11.          7.87833333  6.10666667 -0.62849315\n",
      " 12.39703965  0.         17.98449315 30.17150685 10.3         9.3\n",
      " 10.58571429  3.32584192  3.          6.47428571  3.28571429 11.28333333\n",
      "  4.08958705 13.          6.72666667 10.53333333 -0.26287671 13.04213765\n",
      "  0.         19.56287671 29.43712329  0.          0.          2.42857143\n",
      "  3.84919817  0.          6.51142857  2.42857143  2.2         4.41512552\n",
      "  1.         15.32        2.2         2.62958904  6.3411408  13.\n",
      " 27.73041096  2.62958904]\n",
      "[0.202  0.0558 0.0368 0.0198 0.6762 0.0094]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.5584 0.1007 0.1199 0.0605 0.1481 0.0125]\n",
      "\n",
      "Nearest weather station is 0.67 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.224  0.2093 0.0605 0.0405 0.4657 0.    ]\n",
      "\n",
      "Nearest weather station is 0.67 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 8.1         7.6         7.87142857  1.79818503  7.          2.69857143\n",
      "  2.26542857  7.69333333  3.10128289  9.          6.17766667  4.86133333\n",
      " -1.69671233 11.67072395  0.         18.06871233 28.76328767  8.8\n",
      "  8.3         8.6         1.95740353  6.          2.958       2.928\n",
      "  8.88        3.1634791  12.          6.143       5.135      -1.61958904\n",
      " 12.07058265  0.         17.71958904 29.40441096  9.5         9.\n",
      "  9.38571429  3.31293076  2.          6.26828571  3.76771429 10.12\n",
      "  3.71836882 10.          6.677       7.046      -1.47109589 12.63274475\n",
      "  0.         18.47109589 31.08090411  1.          2.6         2.77142857\n",
      "  3.53824585  1.          7.62057143  2.77142857  2.44        6.72436366\n",
      "  1.         26.394       2.44        3.32315068  7.16975131 13.\n",
      " 31.98084932  3.32315068]\n",
      "[0.1381 0.2259 0.0854 0.0272 0.5234 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.3724 0.1226 0.0791 0.0368 0.3891 0.    ]\n",
      "\n",
      "Nearest weather station is 1.14 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-14.33333333 -21.83333333 -13.76190476   5.33471496   2.\n",
      "   5.89857143   8.04142857 -15.23166667   6.61655101   8.\n",
      "  10.96333333  13.65166667  -4.01305936  12.04915187   0.\n",
      "  20.35972603  27.32027397 -15.         -19.8        -13.\n",
      "   3.99070348   3.           4.252        6.632      -14.87666667\n",
      "   5.25434952  16.           9.58666667  10.33633333  -3.54219178\n",
      "  11.91356405   0.          18.91419178  25.56580822 -16.7\n",
      " -18.7        -13.27142857   3.69776546   4.           4.57142857\n",
      "   5.30857143 -16.35         5.81915579  12.          11.07\n",
      "  13.125       -4.11054795  12.43316981   0.          18.91054795\n",
      "  25.44945205   1.6          0.           7.31428571   9.47589854\n",
      "   1.          20.25371429   7.31428571   4.195        7.11840748\n",
      "   2.          23.535        4.195        3.7309589    9.12410253\n",
      "  11.          40.7890411    3.7309589 ]\n",
      "[0.2759 0.1892 0.0711 0.0341 0.4297 0.    ]\n",
      "\n",
      "Nearest weather station is 0.21 degrees away..\n",
      "\n",
      "[-14.7        -20.7        -13.45714286   5.67295769   2.\n",
      "   6.75714286   8.18285714 -12.91666667   5.84870831   8.\n",
      "  10.13966667  10.91333333  -1.09452055  11.83587742   0.\n",
      "  19.57452055  25.96547945 -14.5        -19.         -13.82857143\n",
      "   3.41627424   5.           4.62257143   5.02142857 -13.39333333\n",
      "   4.55265816  15.           7.65833333   9.02966667  -0.17150685\n",
      "  11.94105883   0.          18.97150685  24.38049315 -15.\n",
      " -18.         -13.85714286   2.74935573   7.           4.67714286\n",
      "   4.03285714 -14.29166667   3.88615479  23.           6.29166667\n",
      "   8.98333333   0.0939726   12.49315345   0.          19.9060274\n",
      "  24.0939726    0.           0.           7.72857143  12.49190758\n",
      "   0.          23.58942857   7.72857143   4.35266667   8.06924446\n",
      "   2.          25.54633333   4.35266667   3.16136986   7.7191733\n",
      "  12.          32.72663014   3.16136986]\n",
      "[0.1342 0.2332 0.0649 0.0464 0.5213 0.    ]\n",
      "\n",
      "Nearest weather station is 0.11 degrees away..\n",
      "\n",
      "[-1.37000000e+01 -1.97000000e+01 -1.10571429e+01  6.47365146e+00\n",
      "  2.00000000e+00  7.35714286e+00  8.64285714e+00 -1.17833333e+01\n",
      "  6.40713578e+00  6.00000000e+00  1.00833333e+01  1.10466667e+01\n",
      " -1.13698630e-01  1.19962359e+01  0.00000000e+00  2.00936986e+01\n",
      "  2.67663014e+01 -1.44000000e+01 -1.87000000e+01 -1.11000000e+01\n",
      "  4.33984858e+00  3.00000000e+00  4.18200000e+00  7.34200000e+00\n",
      " -1.26300000e+01  5.32660930e+00  9.00000000e+00  9.29500000e+00\n",
      "  1.00480000e+01  2.85479452e-01  1.19437818e+01  0.00000000e+00\n",
      "  1.98145205e+01  2.45574795e+01 -1.57000000e+01 -1.82000000e+01\n",
      " -1.17000000e+01  3.71291183e+00  4.00000000e+00  4.88000000e+00\n",
      "  6.35000000e+00 -1.40333333e+01  5.01719266e+00  1.20000000e+01\n",
      "  8.75333333e+00  1.03766667e+01  1.05479452e-02  1.24796977e+01\n",
      "  0.00000000e+00  2.02894521e+01  2.43905479e+01  0.00000000e+00\n",
      "  0.00000000e+00  1.30571429e+01  1.51041013e+01  0.00000000e+00\n",
      "  2.87428571e+01  1.30571429e+01  5.71333333e+00  9.42265827e+00\n",
      "  1.00000000e+00  3.14866667e+01  5.71333333e+00  3.92684932e+00\n",
      "  9.16140159e+00  1.00000000e+01  2.97211507e+01  3.92684932e+00]\n",
      "[0.1298 0.2336 0.0453 0.0322 0.5592 0.    ]\n",
      "\n",
      "Nearest weather station is 0.96 degrees away..\n",
      "\n",
      "[-14.33333333 -21.83333333 -13.76190476   5.33471496   2.\n",
      "   5.89857143   8.04142857 -15.23166667   6.61655101   8.\n",
      "  10.96333333  13.65166667  -4.01305936  12.04915187   0.\n",
      "  20.35972603  27.32027397 -15.         -19.8        -13.\n",
      "   3.99070348   3.           4.252        6.632      -14.87666667\n",
      "   5.25434952  16.           9.58666667  10.33633333  -3.54219178\n",
      "  11.91356405   0.          18.91419178  25.56580822 -16.7\n",
      " -18.7        -13.27142857   3.69776546   4.           4.57142857\n",
      "   5.30857143 -16.35         5.81915579  12.          11.07\n",
      "  13.125       -4.11054795  12.43316981   0.          18.91054795\n",
      "  25.44945205   1.6          0.           7.31428571   9.47589854\n",
      "   1.          20.25371429   7.31428571   4.195        7.11840748\n",
      "   2.          23.535        4.195        3.7309589    9.12410253\n",
      "  11.          40.7890411    3.7309589 ]\n",
      "[0.0792 0.6702 0.0255 0.0254 0.1997 0.    ]\n",
      "\n",
      "Nearest weather station is 0.12 degrees away..\n",
      "\n",
      "[-13.6        -18.4        -10.97142857   6.77489363   1.\n",
      "   8.19342857   9.96657143 -11.60666667   6.01009891   7.\n",
      "   9.04866667  10.97433333  -0.43232877  11.5614189    0.\n",
      "  19.77632877  24.61167123 -14.8        -17.8        -11.32857143\n",
      "   4.82188887   3.           6.12257143   6.38742857 -13.03666667\n",
      "   5.07053471  10.           7.80766667   9.66333333  -0.4609589\n",
      "  11.81650299   0.          19.2609589   23.4750411  -15.8\n",
      " -16.9        -11.48571429   3.59063408   4.           5.18971429\n",
      "   5.34828571 -14.24666667   4.90773086  12.           9.60866667\n",
      "   9.06633333  -0.28863014  12.39797877   0.          19.92463014\n",
      "  23.52736986   0.           0.          10.22857143  15.24483184\n",
      "   0.          32.23542857  10.22857143   5.31166667   9.00437795\n",
      "   1.          32.45333333   5.31166667   3.19068493   8.26794264\n",
      "  12.          39.65731507   3.19068493]\n",
      "[0.1501 0.2651 0.0756 0.0338 0.4753 0.    ]\n",
      "\n",
      "Nearest weather station is 1.18 degrees away..\n",
      "\n",
      "[-14.33333333 -21.83333333 -13.76190476   5.33471496   2.\n",
      "   5.89857143   8.04142857 -15.23166667   6.61655101   8.\n",
      "  10.96333333  13.65166667  -4.01305936  12.04915187   0.\n",
      "  20.35972603  27.32027397 -15.         -19.8        -13.\n",
      "   3.99070348   3.           4.252        6.632      -14.87666667\n",
      "   5.25434952  16.           9.58666667  10.33633333  -3.54219178\n",
      "  11.91356405   0.          18.91419178  25.56580822 -16.7\n",
      " -18.7        -13.27142857   3.69776546   4.           4.57142857\n",
      "   5.30857143 -16.35         5.81915579  12.          11.07\n",
      "  13.125       -4.11054795  12.43316981   0.          18.91054795\n",
      "  25.44945205   1.6          0.           7.31428571   9.47589854\n",
      "   1.          20.25371429   7.31428571   4.195        7.11840748\n",
      "   2.          23.535        4.195        3.7309589    9.12410253\n",
      "  11.          40.7890411    3.7309589 ]\n",
      "[0.1004 0.3954 0.0798 0.0408 0.3787 0.0048]\n",
      "\n",
      "Nearest weather station is 0.17 degrees away..\n",
      "\n",
      "[-1.60000000e+01 -2.05000000e+01 -1.25714286e+01  6.52154983e+00\n",
      "  2.00000000e+00  7.07142857e+00  8.86857143e+00 -1.25833333e+01\n",
      "  5.85673876e+00  6.00000000e+00  8.93833333e+00  1.01266667e+01\n",
      " -1.06027397e-01  1.17045041e+01  0.00000000e+00  1.92860274e+01\n",
      "  2.42539726e+01 -1.60000000e+01 -1.95000000e+01 -1.26571429e+01\n",
      "  4.25368987e+00  3.00000000e+00  4.63914286e+00  6.65085714e+00\n",
      " -1.36566667e+01  4.77588968e+00  1.30000000e+01  7.59866667e+00\n",
      "  9.05333333e+00 -2.04109589e-02  1.19848873e+01  0.00000000e+00\n",
      "  1.98924110e+01  2.39595890e+01 -1.57000000e+01 -1.82000000e+01\n",
      " -1.24142857e+01  2.99829884e+00  7.00000000e+00  2.68428571e+00\n",
      "  5.63571429e+00 -1.43666667e+01  4.43157860e+00  1.70000000e+01\n",
      "  7.37666667e+00  9.75333333e+00  3.20410959e-01  1.26849086e+01\n",
      "  0.00000000e+00  2.09795890e+01  2.40204110e+01  0.00000000e+00\n",
      "  0.00000000e+00  9.71428571e+00  1.17701109e+01  0.00000000e+00\n",
      "  2.30337143e+01  9.71428571e+00  4.45666667e+00  7.13067006e+00\n",
      "  1.00000000e+00  2.50253333e+01  4.45666667e+00  3.40821918e+00\n",
      "  7.91939103e+00  1.30000000e+01  3.91517808e+01  3.40821918e+00]\n",
      "[0.1038 0.314  0.0615 0.0356 0.485  0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.4341 0.1585 0.0519 0.0318 0.3197 0.004 ]\n",
      "\n",
      "Nearest weather station is 0.01 degrees away..\n",
      "\n",
      "[-15.8        -17.8        -12.65714286   6.10453161   1.\n",
      "   6.73714286  10.78285714 -12.7          6.53885821   6.\n",
      "  10.61        13.23        -2.16438356  12.26326031   0.\n",
      "  19.54438356  27.99561644 -16.3        -17.8        -12.51428571\n",
      "   4.24984994   3.           5.12428571   5.28571429 -13.82666667\n",
      "   6.08664841   5.          10.02666667  11.47333333  -2.44191781\n",
      "  11.9743663    0.          18.94191781  24.89808219 -16.590625\n",
      " -17.590625   -12.16205357   3.53986048   5.           5.39142857\n",
      "   5.36857143 -14.740625     6.73195118   6.          13.57\n",
      "  13.85        -2.5245976   12.30388943   0.          19.6139726\n",
      "  25.4260274    2.           0.           6.05714286   8.09706422\n",
      "   0.          17.04285714   6.05714286   4.64         6.41194718\n",
      "   2.          18.722        4.64         4.16821918   8.17955208\n",
      "  12.          34.63178082   4.16821918]\n",
      "[0.2797 0.2035 0.0585 0.0355 0.3833 0.0396]\n",
      "\n",
      "Nearest weather station is 0.07 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-15.8        -17.8        -12.65714286   6.10453161   1.\n",
      "   6.73714286  10.78285714 -12.7          6.53885821   6.\n",
      "  10.61        13.23        -2.16438356  12.26326031   0.\n",
      "  19.54438356  27.99561644 -16.3        -17.8        -12.51428571\n",
      "   4.24984994   3.           5.12428571   5.28571429 -13.82666667\n",
      "   6.08664841   5.          10.02666667  11.47333333  -2.44191781\n",
      "  11.9743663    0.          18.94191781  24.89808219 -16.590625\n",
      " -17.590625   -12.16205357   3.53986048   5.           5.39142857\n",
      "   5.36857143 -14.740625     6.73195118   6.          13.57\n",
      "  13.85        -2.5245976   12.30388943   0.          19.6139726\n",
      "  25.4260274    2.           0.           6.05714286   8.09706422\n",
      "   0.          17.04285714   6.05714286   4.64         6.41194718\n",
      "   2.          18.722        4.64         4.16821918   8.17955208\n",
      "  12.          34.63178082   4.16821918]\n",
      "[0.3501 0.1691 0.0746 0.0327 0.3717 0.0019]\n",
      "\n",
      "Nearest weather station is 0.11 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-15.8        -17.8        -12.65714286   6.10453161   1.\n",
      "   6.73714286  10.78285714 -12.7          6.53885821   6.\n",
      "  10.61        13.23        -2.16438356  12.26326031   0.\n",
      "  19.54438356  27.99561644 -16.3        -17.8        -12.51428571\n",
      "   4.24984994   3.           5.12428571   5.28571429 -13.82666667\n",
      "   6.08664841   5.          10.02666667  11.47333333  -2.44191781\n",
      "  11.9743663    0.          18.94191781  24.89808219 -16.590625\n",
      " -17.590625   -12.16205357   3.53986048   5.           5.39142857\n",
      "   5.36857143 -14.740625     6.73195118   6.          13.57\n",
      "  13.85        -2.5245976   12.30388943   0.          19.6139726\n",
      "  25.4260274    2.           0.           6.05714286   8.09706422\n",
      "   0.          17.04285714   6.05714286   4.64         6.41194718\n",
      "   2.          18.722        4.64         4.16821918   8.17955208\n",
      "  12.          34.63178082   4.16821918]\n",
      "[0.1125 0.2062 0.0839 0.0505 0.547  0.    ]\n",
      "\n",
      "Nearest weather station is 1.18 degrees away..\n",
      "\n",
      "[-14.33333333 -21.83333333 -13.76190476   5.33471496   2.\n",
      "   5.89857143   8.04142857 -15.23166667   6.61655101   8.\n",
      "  10.96333333  13.65166667  -4.01305936  12.04915187   0.\n",
      "  20.35972603  27.32027397 -15.         -19.8        -13.\n",
      "   3.99070348   3.           4.252        6.632      -14.87666667\n",
      "   5.25434952  16.           9.58666667  10.33633333  -3.54219178\n",
      "  11.91356405   0.          18.91419178  25.56580822 -16.7\n",
      " -18.7        -13.27142857   3.69776546   4.           4.57142857\n",
      "   5.30857143 -16.35         5.81915579  12.          11.07\n",
      "  13.125       -4.11054795  12.43316981   0.          18.91054795\n",
      "  25.44945205   1.6          0.           7.31428571   9.47589854\n",
      "   1.          20.25371429   7.31428571   4.195        7.11840748\n",
      "   2.          23.535        4.195        3.7309589    9.12410253\n",
      "  11.          40.7890411    3.7309589 ]\n",
      "[0.0878 0.4104 0.062  0.0254 0.3828 0.0315]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-11.8        -16.4        -10.07142857   5.69604231   1.\n",
      "   6.45942857   8.11457143 -11.20666667   5.56326842   6.\n",
      "   7.89066667  10.01933333   0.29616438  11.7208063    0.\n",
      "  19.61183562  25.02016438 -13.6        -16.7        -10.57142857\n",
      "   4.34699051   3.           5.82342857   6.02057143 -12.42\n",
      "   4.8623314   12.           8.288        9.232        0.2769863\n",
      "  11.93632268   0.          19.4590137   23.8569863  -15.3\n",
      " -17.         -11.02857143   3.78671146   4.           5.14457143\n",
      "   5.86942857 -13.59         4.76335666  12.           8.997\n",
      "   8.852        0.23534247  12.39220856   0.          20.10065753\n",
      "  23.70334247   0.           0.           9.48571429  16.01208727\n",
      "   0.          35.49828571   9.48571429   4.53666667   9.42862603\n",
      "   1.          35.90933333   4.53666667   3.53780822   9.41537627\n",
      "  12.          42.56619178   3.53780822]\n",
      "[0.1871 0.2039 0.0521 0.0432 0.5138 0.    ]\n",
      "\n",
      "Nearest weather station is 0.40 degrees away..\n",
      "\n",
      "[-22.         -25.         -16.28571429   5.33758334   4.\n",
      "   6.28571429   8.53428571 -16.4          7.5303829    7.\n",
      "  14.82        12.02        -2.11986301  12.30157786   0.\n",
      "  19.11986301  29.06013699 -19.         -22.5        -15.47142857\n",
      "   4.01131054   6.           6.23142857   6.81857143 -16.035\n",
      "   6.19775699  12.          12.955        9.885       -1.2760274\n",
      "  12.45314542   0.          20.3160274   26.2639726  -16.4\n",
      " -20.4        -15.04285714   3.32430751   6.           6.28285714\n",
      "   5.11714286 -16.01666667   5.34740332  16.          11.61666667\n",
      "   9.09333333  -0.87534247  13.042926     0.          23.15534247\n",
      "  24.52465753   0.           1.           6.28571429  10.09546271\n",
      "   0.          22.39428571   6.28571429   2.86666667   6.37041774\n",
      "   1.          23.94333333   2.86666667   2.74246575   6.27362157\n",
      "  15.          23.61753425   2.74246575]\n",
      "[0.2919 0.2472 0.0515 0.0245 0.3849 0.    ]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[-11.6        -15.6        -10.02857143   5.14384911   2.\n",
      "   5.36857143   8.86142857 -10.3          6.2976186    4.\n",
      "  10.975       11.51         0.50547945  11.55933112   0.\n",
      "  18.57452055  25.46547945 -11.6        -14.4         -8.52857143\n",
      "   4.48289265   2.           6.07857143   5.85342857 -10.78\n",
      "   6.15458637   4.           9.622       12.262        0.26684932\n",
      "  11.56189934   0.          18.24115068  23.97484932 -11.6\n",
      " -13.1         -7.02857143   4.55465673   0.           6.74857143\n",
      "   5.98142857 -11.23333333   6.76132794   3.          10.84333333\n",
      "  14.78666667   0.12479452  12.08715505   0.          19.13520548\n",
      "  24.40479452   4.           0.           6.28571429  10.19011125\n",
      "   0.          22.61828571   6.28571429   4.49333333   6.87269638\n",
      "   1.          22.16866667   4.49333333   3.72986301   8.02724547\n",
      "  12.          36.80613699   3.72986301]\n",
      "[0.2232 0.2434 0.0622 0.0436 0.4277 0.    ]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "[-12.7        -17.7         -9.91428571   5.45669407   2.\n",
      "   6.18428571   7.72571429 -11.05         6.5931151    2.\n",
      "  10.705       12.49         1.01561644  12.21256943   0.\n",
      "  19.64438356  27.07561644 -11.9        -16.9         -9.72857143\n",
      "   3.86586316   3.           4.06257143   6.91942857 -11.83\n",
      "   5.86305665   5.          10.915       11.2          0.94534247\n",
      "  12.15453826   0.          19.26265753  25.02534247 -11.7\n",
      " -16.7        -10.12857143   3.58995196   3.           5.30857143\n",
      "   6.27142857 -13.18333333   5.88144446   6.          11.96833333\n",
      "  11.22666667   0.25863014  12.48736186   0.          20.04136986\n",
      "  24.95863014   0.           0.           8.15714286  11.76117792\n",
      "   0.          24.10685714   8.15714286   5.50333333   8.05607362\n",
      "   2.          25.37666667   5.50333333   3.67109589   8.60591825\n",
      "  10.          29.96090411   3.67109589]\n",
      "[0.1637 0.223  0.0632 0.0532 0.4969 0.    ]\n",
      "\n",
      "Nearest weather station is 0.70 degrees away..\n",
      "\n",
      "[-18.         -14.9        -12.28571429   3.99908153   4.\n",
      "   5.26171429   5.52828571 -10.03666667   4.55693489   9.\n",
      "   9.04666667   7.58633333   0.0690411    9.44225132   0.\n",
      "  16.0669589   20.3050411  -16.8        -15.1        -11.68571429\n",
      "   3.33955881   4.           4.56571429   5.01228571 -10.79\n",
      "   4.07049137  10.           9.136        5.923        0.1730137\n",
      "   9.95283902   0.          17.6269863   20.7410137  -15.4\n",
      " -15.         -10.82857143   4.10773288   3.           7.24857143\n",
      "   4.54742857 -11.31         4.42209226  12.          10.165\n",
      "   6.258        0.45684932  10.77881902   0.          20.37915068\n",
      "  21.15684932   1.           0.           4.71428571   7.08548387\n",
      "   0.          13.86571429   4.71428571   5.36666667   7.95098876\n",
      "   1.          19.05333333   5.36666667   3.30438356   7.70394899\n",
      "   7.          29.05561644   3.30438356]\n",
      "[0.1926 0.3223 0.0296 0.0286 0.4269 0.    ]\n",
      "\n",
      "Nearest weather station is 0.49 degrees away..\n",
      "\n",
      "[-13.         -18.         -11.14285714   6.18011954   1.\n",
      "   7.11285714  10.14714286 -11.75         6.24866652   5.\n",
      "  10.105       13.09        -0.43835616  12.06158433   0.\n",
      "  20.43835616  26.56164384 -13.8        -17.8        -11.24285714\n",
      "   4.38271186   3.           5.80485714   6.45514286 -13.14666667\n",
      "   5.39263283   9.           7.84666667  11.57333333  -0.30739726\n",
      "  12.13136205   0.          19.37939726  24.67260274 -14.5\n",
      " -17.5        -11.21428571   3.53409054   3.           4.65428571\n",
      "   6.10571429 -14.41666667   5.24576549  10.          10.75666667\n",
      "  10.08333333  -0.09315068  12.67224698   0.          20.27315068\n",
      "  24.40684932   0.           0.           8.74285714   9.15187056\n",
      "   0.          16.51714286   8.74285714   4.02666667   5.7379981\n",
      "   1.          19.16333333   4.02666667   3.26767123   7.10107816\n",
      "  13.          30.21232877   3.26767123]\n",
      "[0.3131 0.1677 0.0996 0.0271 0.3925 0.    ]\n",
      "\n",
      "Nearest weather station is 0.46 degrees away..\n",
      "\n",
      "[-19.5        -14.4        -13.15714286   4.10012444   4.\n",
      "   5.54914286   6.13885714 -10.83333333   4.31727795  10.\n",
      "   7.50433333   8.26066667  -0.56438356   9.75619466   0.\n",
      "  15.43638356  23.69561644 -17.7        -15.1        -11.47142857\n",
      "   4.13407937   3.           5.87542857   6.07257143 -10.75\n",
      "   3.83429698  12.           7.902        6.573       -0.30739726\n",
      "   9.86007169   0.          16.54339726  22.63260274 -15.7\n",
      " -15.7         -9.62857143   6.06811674   0.          11.11657143\n",
      "   6.07142857 -10.52666667   4.42228699   8.          11.34066667\n",
      "   5.17333333   0.03534247  10.18722462   0.          18.31665753\n",
      "  21.21534247   0.           0.           2.71428571   3.18721938\n",
      "   0.           6.10571429   2.71428571   3.91         5.74736751\n",
      "   1.          18.77         3.91         2.56986301   5.71779344\n",
      "  12.          24.91813699   2.56986301]\n",
      "[0.1307 0.2975 0.062  0.0267 0.4604 0.0228]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.1724 0.1221 0.0891 0.0486 0.5558 0.012 ]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.3823 0.1744 0.0622 0.0293 0.3483 0.0036]\n",
      "\n",
      "Nearest weather station is 0.49 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-13.         -18.         -11.14285714   6.18011954   1.\n",
      "   7.11285714  10.14714286 -11.75         6.24866652   5.\n",
      "  10.105       13.09        -0.43835616  12.06158433   0.\n",
      "  20.43835616  26.56164384 -13.8        -17.8        -11.24285714\n",
      "   4.38271186   3.           5.80485714   6.45514286 -13.14666667\n",
      "   5.39263283   9.           7.84666667  11.57333333  -0.30739726\n",
      "  12.13136205   0.          19.37939726  24.67260274 -14.5\n",
      " -17.5        -11.21428571   3.53409054   3.           4.65428571\n",
      "   6.10571429 -14.41666667   5.24576549  10.          10.75666667\n",
      "  10.08333333  -0.09315068  12.67224698   0.          20.27315068\n",
      "  24.40684932   0.           0.           8.74285714   9.15187056\n",
      "   0.          16.51714286   8.74285714   4.02666667   5.7379981\n",
      "   1.          19.16333333   4.02666667   3.26767123   7.10107816\n",
      "  13.          30.21232877   3.26767123]\n",
      "[0.3267 0.1726 0.1549 0.0499 0.2935 0.0023]\n",
      "\n",
      "Nearest weather station is 1.05 degrees away..\n",
      "\n",
      "[-14.33333333 -21.83333333 -13.76190476   5.33471496   2.\n",
      "   5.89857143   8.04142857 -15.23166667   6.61655101   8.\n",
      "  10.96333333  13.65166667  -4.01305936  12.04915187   0.\n",
      "  20.35972603  27.32027397 -15.         -19.8        -13.\n",
      "   3.99070348   3.           4.252        6.632      -14.87666667\n",
      "   5.25434952  16.           9.58666667  10.33633333  -3.54219178\n",
      "  11.91356405   0.          18.91419178  25.56580822 -16.7\n",
      " -18.7        -13.27142857   3.69776546   4.           4.57142857\n",
      "   5.30857143 -16.35         5.81915579  12.          11.07\n",
      "  13.125       -4.11054795  12.43316981   0.          18.91054795\n",
      "  25.44945205   1.6          0.           7.31428571   9.47589854\n",
      "   1.          20.25371429   7.31428571   4.195        7.11840748\n",
      "   2.          23.535        4.195        3.7309589    9.12410253\n",
      "  11.          40.7890411    3.7309589 ]\n",
      "[0.3406 0.1184 0.0919 0.0469 0.4022 0.    ]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[-1.60000000e+01 -2.05000000e+01 -1.25714286e+01  6.52154983e+00\n",
      "  2.00000000e+00  7.07142857e+00  8.86857143e+00 -1.25833333e+01\n",
      "  5.85673876e+00  6.00000000e+00  8.93833333e+00  1.01266667e+01\n",
      " -1.06027397e-01  1.17045041e+01  0.00000000e+00  1.92860274e+01\n",
      "  2.42539726e+01 -1.60000000e+01 -1.95000000e+01 -1.26571429e+01\n",
      "  4.25368987e+00  3.00000000e+00  4.63914286e+00  6.65085714e+00\n",
      " -1.36566667e+01  4.77588968e+00  1.30000000e+01  7.59866667e+00\n",
      "  9.05333333e+00 -2.04109589e-02  1.19848873e+01  0.00000000e+00\n",
      "  1.98924110e+01  2.39595890e+01 -1.57000000e+01 -1.82000000e+01\n",
      " -1.24142857e+01  2.99829884e+00  7.00000000e+00  2.68428571e+00\n",
      "  5.63571429e+00 -1.43666667e+01  4.43157860e+00  1.70000000e+01\n",
      "  7.37666667e+00  9.75333333e+00  3.20410959e-01  1.26849086e+01\n",
      "  0.00000000e+00  2.09795890e+01  2.40204110e+01  0.00000000e+00\n",
      "  0.00000000e+00  9.71428571e+00  1.17701109e+01  0.00000000e+00\n",
      "  2.30337143e+01  9.71428571e+00  4.45666667e+00  7.13067006e+00\n",
      "  1.00000000e+00  2.50253333e+01  4.45666667e+00  3.40821918e+00\n",
      "  7.91939103e+00  1.30000000e+01  3.91517808e+01  3.40821918e+00]\n",
      "[0.0992 0.2683 0.0519 0.0394 0.5412 0.    ]\n",
      "\n",
      "Nearest weather station is 0.48 degrees away..\n",
      "\n",
      "[-22.         -25.         -16.28571429   5.33758334   4.\n",
      "   6.28571429   8.53428571 -16.4          7.5303829    7.\n",
      "  14.82        12.02        -2.11986301  12.30157786   0.\n",
      "  19.11986301  29.06013699 -19.         -22.5        -15.47142857\n",
      "   4.01131054   6.           6.23142857   6.81857143 -16.035\n",
      "   6.19775699  12.          12.955        9.885       -1.2760274\n",
      "  12.45314542   0.          20.3160274   26.2639726  -16.4\n",
      " -20.4        -15.04285714   3.32430751   6.           6.28285714\n",
      "   5.11714286 -16.01666667   5.34740332  16.          11.61666667\n",
      "   9.09333333  -0.87534247  13.042926     0.          23.15534247\n",
      "  24.52465753   0.           1.           6.28571429  10.09546271\n",
      "   0.          22.39428571   6.28571429   2.86666667   6.37041774\n",
      "   1.          23.94333333   2.86666667   2.74246575   6.27362157\n",
      "  15.          23.61753425   2.74246575]\n",
      "[0.0296 0.5209 0.0387 0.0177 0.393  0.    ]\n",
      "\n",
      "Nearest weather station is 0.15 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-22.         -25.         -16.28571429   5.33758334   4.\n",
      "   6.28571429   8.53428571 -16.4          7.5303829    7.\n",
      "  14.82        12.02        -2.11986301  12.30157786   0.\n",
      "  19.11986301  29.06013699 -19.         -22.5        -15.47142857\n",
      "   4.01131054   6.           6.23142857   6.81857143 -16.035\n",
      "   6.19775699  12.          12.955        9.885       -1.2760274\n",
      "  12.45314542   0.          20.3160274   26.2639726  -16.4\n",
      " -20.4        -15.04285714   3.32430751   6.           6.28285714\n",
      "   5.11714286 -16.01666667   5.34740332  16.          11.61666667\n",
      "   9.09333333  -0.87534247  13.042926     0.          23.15534247\n",
      "  24.52465753   0.           1.           6.28571429  10.09546271\n",
      "   0.          22.39428571   6.28571429   2.86666667   6.37041774\n",
      "   1.          23.94333333   2.86666667   2.74246575   6.27362157\n",
      "  15.          23.61753425   2.74246575]\n",
      "[0.1411 0.1524 0.0701 0.0318 0.6046 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[-13.6        -18.4        -10.97142857   6.77489363   1.\n",
      "   8.19342857   9.96657143 -11.60666667   6.01009891   7.\n",
      "   9.04866667  10.97433333  -0.43232877  11.5614189    0.\n",
      "  19.77632877  24.61167123 -14.8        -17.8        -11.32857143\n",
      "   4.82188887   3.           6.12257143   6.38742857 -13.03666667\n",
      "   5.07053471  10.           7.80766667   9.66333333  -0.4609589\n",
      "  11.81650299   0.          19.2609589   23.4750411  -15.8\n",
      " -16.9        -11.48571429   3.59063408   4.           5.18971429\n",
      "   5.34828571 -14.24666667   4.90773086  12.           9.60866667\n",
      "   9.06633333  -0.28863014  12.39797877   0.          19.92463014\n",
      "  23.52736986   0.           0.          10.22857143  15.24483184\n",
      "   0.          32.23542857  10.22857143   5.31166667   9.00437795\n",
      "   1.          32.45333333   5.31166667   3.19068493   8.26794264\n",
      "  12.          39.65731507   3.19068493]\n",
      "[0.4817 0.2666 0.1073 0.0679 0.0765 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.4841 0.1275 0.0597 0.0322 0.2873 0.0092]\n",
      "\n",
      "Nearest weather station is 1.22 degrees away..\n",
      "\n",
      "[-12.39685533 -17.23018866  -9.39685533   7.34684902   0.\n",
      "   9.04666667  10.65333333 -10.50074422   6.28888155   4.\n",
      "   9.98055556  12.92444444   1.70072458  12.55617842   0.\n",
      "  18.56908676  27.47091324  -4.98283252  -4.73283252  -6.52568966\n",
      "   3.50310358   1.           3.26485714   7.09014286  -9.73949918\n",
      "   4.42136563   6.           6.46966667   9.24333333   2.58744146\n",
      "  12.39765065   0.          18.53772603  24.62227397 -13.\n",
      " -11.          -8.47142857   2.66550145   4.           3.88142857\n",
      "   4.40857143 -11.205        4.22335471  11.           6.705\n",
      "   9.925        3.04739726  12.89331882   0.          19.73926941\n",
      "  24.72739726   0.           0.          10.54285714  11.51332857\n",
      "   0.          18.78114286  10.54285714   4.69         8.31048936\n",
      "   2.          23.576        4.69         3.04         7.72908194\n",
      "  13.          38.104        3.04      ]\n",
      "[0.1453 0.2035 0.0645 0.0485 0.5382 0.    ]\n",
      "\n",
      "Nearest weather station is 1.07 degrees away..\n",
      "\n",
      "[-14.33333333 -21.83333333 -13.76190476   5.33471496   2.\n",
      "   5.89857143   8.04142857 -15.23166667   6.61655101   8.\n",
      "  10.96333333  13.65166667  -4.01305936  12.04915187   0.\n",
      "  20.35972603  27.32027397 -15.         -19.8        -13.\n",
      "   3.99070348   3.           4.252        6.632      -14.87666667\n",
      "   5.25434952  16.           9.58666667  10.33633333  -3.54219178\n",
      "  11.91356405   0.          18.91419178  25.56580822 -16.7\n",
      " -18.7        -13.27142857   3.69776546   4.           4.57142857\n",
      "   5.30857143 -16.35         5.81915579  12.          11.07\n",
      "  13.125       -4.11054795  12.43316981   0.          18.91054795\n",
      "  25.44945205   1.6          0.           7.31428571   9.47589854\n",
      "   1.          20.25371429   7.31428571   4.195        7.11840748\n",
      "   2.          23.535        4.195        3.7309589    9.12410253\n",
      "  11.          40.7890411    3.7309589 ]\n",
      "[0.1245 0.0638 0.1668 0.083  0.5469 0.0149]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[-1.50000000e+01 -1.70000000e+01 -1.23571429e+01  5.96246764e+00\n",
      "  1.00000000e+00  7.32714286e+00  7.49285714e+00 -1.17283333e+01\n",
      "  5.52979330e+00  6.00000000e+00  9.79333333e+00  1.01266667e+01\n",
      "  1.37123288e-01  1.16419441e+01  0.00000000e+00  2.00428767e+01\n",
      "  2.34971233e+01 -1.47033520e+01 -1.73033520e+01 -1.21319234e+01\n",
      "  3.67606711e+00  4.00000000e+00  5.76057143e+00  5.03342857e+00\n",
      " -1.31100186e+01  4.26229290e+00  1.50000000e+01  7.11966667e+00\n",
      "  9.16133333e+00 -7.59853065e-03  1.20228838e+01  0.00000000e+00\n",
      "  2.03042466e+01  2.33757534e+01 -1.45000000e+01 -1.76000000e+01\n",
      " -1.19428571e+01  3.19233777e+00  5.00000000e+00  4.35285714e+00\n",
      "  5.47114286e+00 -1.47000000e+01  4.50170338e+00  1.60000000e+01\n",
      "  7.91000000e+00  9.93600000e+00 -2.64383562e-01  1.27784756e+01\n",
      "  0.00000000e+00  2.09443836e+01  2.47356164e+01  0.00000000e+00\n",
      "  0.00000000e+00  1.15785714e+01  1.54251617e+01  0.00000000e+00\n",
      "  2.71774286e+01  1.15785714e+01  4.93166667e+00  9.14210482e+00\n",
      "  2.00000000e+00  3.21223333e+01  4.93166667e+00  3.32863014e+00\n",
      "  8.37473669e+00  1.30000000e+01  3.78873699e+01  3.32863014e+00]\n",
      "[0.2556 0.1859 0.0815 0.0335 0.4435 0.    ]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[-1.50000000e+01 -1.70000000e+01 -1.23571429e+01  5.96246764e+00\n",
      "  1.00000000e+00  7.32714286e+00  7.49285714e+00 -1.17283333e+01\n",
      "  5.52979330e+00  6.00000000e+00  9.79333333e+00  1.01266667e+01\n",
      "  1.37123288e-01  1.16419441e+01  0.00000000e+00  2.00428767e+01\n",
      "  2.34971233e+01 -1.47033520e+01 -1.73033520e+01 -1.21319234e+01\n",
      "  3.67606711e+00  4.00000000e+00  5.76057143e+00  5.03342857e+00\n",
      " -1.31100186e+01  4.26229290e+00  1.50000000e+01  7.11966667e+00\n",
      "  9.16133333e+00 -7.59853065e-03  1.20228838e+01  0.00000000e+00\n",
      "  2.03042466e+01  2.33757534e+01 -1.45000000e+01 -1.76000000e+01\n",
      " -1.19428571e+01  3.19233777e+00  5.00000000e+00  4.35285714e+00\n",
      "  5.47114286e+00 -1.47000000e+01  4.50170338e+00  1.60000000e+01\n",
      "  7.91000000e+00  9.93600000e+00 -2.64383562e-01  1.27784756e+01\n",
      "  0.00000000e+00  2.09443836e+01  2.47356164e+01  0.00000000e+00\n",
      "  0.00000000e+00  1.15785714e+01  1.54251617e+01  0.00000000e+00\n",
      "  2.71774286e+01  1.15785714e+01  4.93166667e+00  9.14210482e+00\n",
      "  2.00000000e+00  3.21223333e+01  4.93166667e+00  3.32863014e+00\n",
      "  8.37473669e+00  1.30000000e+01  3.78873699e+01  3.32863014e+00]\n",
      "[0.3932 0.1708 0.072  0.0294 0.3307 0.004 ]\n",
      "\n",
      "Nearest weather station is 1.12 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-14.33333333 -21.83333333 -13.76190476   5.33471496   2.\n",
      "   5.89857143   8.04142857 -15.23166667   6.61655101   8.\n",
      "  10.96333333  13.65166667  -4.01305936  12.04915187   0.\n",
      "  20.35972603  27.32027397 -15.         -19.8        -13.\n",
      "   3.99070348   3.           4.252        6.632      -14.87666667\n",
      "   5.25434952  16.           9.58666667  10.33633333  -3.54219178\n",
      "  11.91356405   0.          18.91419178  25.56580822 -16.7\n",
      " -18.7        -13.27142857   3.69776546   4.           4.57142857\n",
      "   5.30857143 -16.35         5.81915579  12.          11.07\n",
      "  13.125       -4.11054795  12.43316981   0.          18.91054795\n",
      "  25.44945205   1.6          0.           7.31428571   9.47589854\n",
      "   1.          20.25371429   7.31428571   4.195        7.11840748\n",
      "   2.          23.535        4.195        3.7309589    9.12410253\n",
      "  11.          40.7890411    3.7309589 ]\n",
      "[0.0819 0.464  0.0463 0.041  0.2902 0.0765]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-14.33333333 -21.83333333 -13.76190476   5.33471496   2.\n",
      "   5.89857143   8.04142857 -15.23166667   6.61655101   8.\n",
      "  10.96333333  13.65166667  -4.01305936  12.04915187   0.\n",
      "  20.35972603  27.32027397 -15.         -19.8        -13.\n",
      "   3.99070348   3.           4.252        6.632      -14.87666667\n",
      "   5.25434952  16.           9.58666667  10.33633333  -3.54219178\n",
      "  11.91356405   0.          18.91419178  25.56580822 -16.7\n",
      " -18.7        -13.27142857   3.69776546   4.           4.57142857\n",
      "   5.30857143 -16.35         5.81915579  12.          11.07\n",
      "  13.125       -4.11054795  12.43316981   0.          18.91054795\n",
      "  25.44945205   1.6          0.           7.31428571   9.47589854\n",
      "   1.          20.25371429   7.31428571   4.195        7.11840748\n",
      "   2.          23.535        4.195        3.7309589    9.12410253\n",
      "  11.          40.7890411    3.7309589 ]\n",
      "[0.126  0.1878 0.086  0.0402 0.552  0.008 ]\n",
      "\n",
      "Nearest weather station is 0.80 degrees away..\n",
      "\n",
      "[-14.33333333 -21.83333333 -13.76190476   5.33471496   2.\n",
      "   5.89857143   8.04142857 -15.23166667   6.61655101   8.\n",
      "  10.96333333  13.65166667  -4.01305936  12.04915187   0.\n",
      "  20.35972603  27.32027397 -15.         -19.8        -13.\n",
      "   3.99070348   3.           4.252        6.632      -14.87666667\n",
      "   5.25434952  16.           9.58666667  10.33633333  -3.54219178\n",
      "  11.91356405   0.          18.91419178  25.56580822 -16.7\n",
      " -18.7        -13.27142857   3.69776546   4.           4.57142857\n",
      "   5.30857143 -16.35         5.81915579  12.          11.07\n",
      "  13.125       -4.11054795  12.43316981   0.          18.91054795\n",
      "  25.44945205   1.6          0.           7.31428571   9.47589854\n",
      "   1.          20.25371429   7.31428571   4.195        7.11840748\n",
      "   2.          23.535        4.195        3.7309589    9.12410253\n",
      "  11.          40.7890411    3.7309589 ]\n",
      "[0.0543 0.5434 0.0679 0.0381 0.2964 0.    ]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.1501 0.3447 0.0907 0.0427 0.3408 0.031 ]\n",
      "\n",
      "Nearest weather station is 1.13 degrees away..\n",
      "\n",
      "[-14.33333333 -21.83333333 -13.76190476   5.33471496   2.\n",
      "   5.89857143   8.04142857 -15.23166667   6.61655101   8.\n",
      "  10.96333333  13.65166667  -4.01305936  12.04915187   0.\n",
      "  20.35972603  27.32027397 -15.         -19.8        -13.\n",
      "   3.99070348   3.           4.252        6.632      -14.87666667\n",
      "   5.25434952  16.           9.58666667  10.33633333  -3.54219178\n",
      "  11.91356405   0.          18.91419178  25.56580822 -16.7\n",
      " -18.7        -13.27142857   3.69776546   4.           4.57142857\n",
      "   5.30857143 -16.35         5.81915579  12.          11.07\n",
      "  13.125       -4.11054795  12.43316981   0.          18.91054795\n",
      "  25.44945205   1.6          0.           7.31428571   9.47589854\n",
      "   1.          20.25371429   7.31428571   4.195        7.11840748\n",
      "   2.          23.535        4.195        3.7309589    9.12410253\n",
      "  11.          40.7890411    3.7309589 ]\n",
      "[0.0641 0.5768 0.0574 0.0296 0.2419 0.0302]\n",
      "\n",
      "Nearest weather station is 1.14 degrees away..\n",
      "\n",
      "[-3.43000000e+01 -2.89000000e+01 -2.26571429e+01  7.13279291e+00\n",
      "  3.00000000e+00  9.80714286e+00  1.13188571e+01 -2.09333333e+01\n",
      "  8.33379999e+00  1.10000000e+01  1.68753333e+01  1.24676667e+01\n",
      " -3.75698630e+00  1.43983955e+01  0.00000000e+00  2.17649863e+01\n",
      "  3.39230137e+01 -2.71000000e+01 -2.72000000e+01 -1.99000000e+01\n",
      "  6.05640157e+00  4.00000000e+00  8.42800000e+00  7.29400000e+00\n",
      " -1.86100000e+01  6.64647024e+00  1.50000000e+01  1.36460000e+01\n",
      "  8.56100000e+00 -1.76493151e+00  1.36975845e+01  0.00000000e+00\n",
      "  2.08889315e+01  2.96070685e+01 -2.01000000e+01 -2.57000000e+01\n",
      " -1.73000000e+01  5.42691704e+00  4.00000000e+00  7.10000000e+00\n",
      "  8.19000000e+00 -1.64533333e+01  5.49319175e+00  1.80000000e+01\n",
      "  1.15793333e+01  8.28966667e+00  2.12328767e-02  1.35848483e+01\n",
      "  0.00000000e+00  2.39227671e+01  2.68652329e+01  8.54863813e-01\n",
      " -1.45136187e-01  1.40578099e-01  4.51753951e-01  0.00000000e+00\n",
      "  7.14285714e-01  2.85714286e-01 -1.18028534e-02  3.39934634e-01\n",
      "  0.00000000e+00  8.66666667e-01  1.33333333e-01 -3.69170087e-02\n",
      "  3.88094546e-01  3.00000000e+00  8.91780822e-01  1.08219178e-01]\n",
      "[0.1432 0.1898 0.1279 0.0226 0.511  0.0054]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[-1.50000000e+01 -1.70000000e+01 -1.23571429e+01  5.96246764e+00\n",
      "  1.00000000e+00  7.32714286e+00  7.49285714e+00 -1.17283333e+01\n",
      "  5.52979330e+00  6.00000000e+00  9.79333333e+00  1.01266667e+01\n",
      "  1.37123288e-01  1.16419441e+01  0.00000000e+00  2.00428767e+01\n",
      "  2.34971233e+01 -1.47033520e+01 -1.73033520e+01 -1.21319234e+01\n",
      "  3.67606711e+00  4.00000000e+00  5.76057143e+00  5.03342857e+00\n",
      " -1.31100186e+01  4.26229290e+00  1.50000000e+01  7.11966667e+00\n",
      "  9.16133333e+00 -7.59853065e-03  1.20228838e+01  0.00000000e+00\n",
      "  2.03042466e+01  2.33757534e+01 -1.45000000e+01 -1.76000000e+01\n",
      " -1.19428571e+01  3.19233777e+00  5.00000000e+00  4.35285714e+00\n",
      "  5.47114286e+00 -1.47000000e+01  4.50170338e+00  1.60000000e+01\n",
      "  7.91000000e+00  9.93600000e+00 -2.64383562e-01  1.27784756e+01\n",
      "  0.00000000e+00  2.09443836e+01  2.47356164e+01  0.00000000e+00\n",
      "  0.00000000e+00  1.15785714e+01  1.54251617e+01  0.00000000e+00\n",
      "  2.71774286e+01  1.15785714e+01  4.93166667e+00  9.14210482e+00\n",
      "  2.00000000e+00  3.21223333e+01  4.93166667e+00  3.32863014e+00\n",
      "  8.37473669e+00  1.30000000e+01  3.78873699e+01  3.32863014e+00]\n",
      "[0.1551 0.2048 0.0796 0.0504 0.51   0.    ]\n",
      "\n",
      "Nearest weather station is 0.55 degrees away..\n",
      "\n",
      "[-11.6        -15.6        -10.02857143   5.14384911   2.\n",
      "   5.36857143   8.86142857 -10.3          6.2976186    4.\n",
      "  10.975       11.51         0.50547945  11.55933112   0.\n",
      "  18.57452055  25.46547945 -11.6        -14.4         -8.52857143\n",
      "   4.48289265   2.           6.07857143   5.85342857 -10.78\n",
      "   6.15458637   4.           9.622       12.262        0.26684932\n",
      "  11.56189934   0.          18.24115068  23.97484932 -11.6\n",
      " -13.1         -7.02857143   4.55465673   0.           6.74857143\n",
      "   5.98142857 -11.23333333   6.76132794   3.          10.84333333\n",
      "  14.78666667   0.12479452  12.08715505   0.          19.13520548\n",
      "  24.40479452   4.           0.           6.28571429  10.19011125\n",
      "   0.          22.61828571   6.28571429   4.49333333   6.87269638\n",
      "   1.          22.16866667   4.49333333   3.72986301   8.02724547\n",
      "  12.          36.80613699   3.72986301]\n",
      "[0.104  0.4985 0.0389 0.0325 0.3262 0.    ]\n",
      "\n",
      "Nearest weather station is 0.06 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-15.5        -21.5        -13.07142857   7.36511357   1.\n",
      "   8.51142857  10.30857143 -13.25         6.59892668   5.\n",
      "   9.75        12.38        -0.26013699  12.22963081   0.\n",
      "  19.94013699  26.95986301 -15.3        -19.8        -12.51428571\n",
      "   4.57366017   3.           5.18428571   7.10571429 -13.49333333\n",
      "   4.925778    14.           7.99033333   9.72666667   0.32726027\n",
      "  12.2700971    0.          19.87273973  25.36126027 -15.7\n",
      " -18.7        -12.55714286   3.13635691   7.           2.85714286\n",
      "   5.96285714 -14.33333333   4.04337593  18.           6.34333333\n",
      "   8.07666667   0.21452055  12.73114103   0.          20.08547945\n",
      "  23.91452055   0.           0.           9.71428571  12.72471482\n",
      "   0.          26.90571429   9.71428571   4.06666667   7.50525742\n",
      "   1.          27.26333333   4.06666667   3.23424658   8.37023787\n",
      "  13.          34.76575342   3.23424658]\n",
      "[0.0827 0.1926 0.0671 0.0348 0.6228 0.    ]\n",
      "\n",
      "Nearest weather station is 1.28 degrees away..\n",
      "\n",
      "\n",
      "Nearest weather station is 1.42 degrees away..\n",
      "\n",
      "[-22.         -25.         -16.28571429   5.33758334   4.\n",
      "   6.28571429   8.53428571 -16.4          7.5303829    7.\n",
      "  14.82        12.02        -2.11986301  12.30157786   0.\n",
      "  19.11986301  29.06013699 -19.         -22.5        -15.47142857\n",
      "   4.01131054   6.           6.23142857   6.81857143 -16.035\n",
      "   6.19775699  12.          12.955        9.885       -1.2760274\n",
      "  12.45314542   0.          20.3160274   26.2639726  -16.4\n",
      " -20.4        -15.04285714   3.32430751   6.           6.28285714\n",
      "   5.11714286 -16.01666667   5.34740332  16.          11.61666667\n",
      "   9.09333333  -0.87534247  13.042926     0.          23.15534247\n",
      "  24.52465753   0.           1.           6.28571429  10.09546271\n",
      "   0.          22.39428571   6.28571429   2.86666667   6.37041774\n",
      "   1.          23.94333333   2.86666667   2.74246575   6.27362157\n",
      "  15.          23.61753425   2.74246575]\n",
      "[0.1406 0.2507 0.0458 0.0384 0.5244 0.    ]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[-1.50000000e+01 -1.70000000e+01 -1.23571429e+01  5.96246764e+00\n",
      "  1.00000000e+00  7.32714286e+00  7.49285714e+00 -1.17283333e+01\n",
      "  5.52979330e+00  6.00000000e+00  9.79333333e+00  1.01266667e+01\n",
      "  1.37123288e-01  1.16419441e+01  0.00000000e+00  2.00428767e+01\n",
      "  2.34971233e+01 -1.47033520e+01 -1.73033520e+01 -1.21319234e+01\n",
      "  3.67606711e+00  4.00000000e+00  5.76057143e+00  5.03342857e+00\n",
      " -1.31100186e+01  4.26229290e+00  1.50000000e+01  7.11966667e+00\n",
      "  9.16133333e+00 -7.59853065e-03  1.20228838e+01  0.00000000e+00\n",
      "  2.03042466e+01  2.33757534e+01 -1.45000000e+01 -1.76000000e+01\n",
      " -1.19428571e+01  3.19233777e+00  5.00000000e+00  4.35285714e+00\n",
      "  5.47114286e+00 -1.47000000e+01  4.50170338e+00  1.60000000e+01\n",
      "  7.91000000e+00  9.93600000e+00 -2.64383562e-01  1.27784756e+01\n",
      "  0.00000000e+00  2.09443836e+01  2.47356164e+01  0.00000000e+00\n",
      "  0.00000000e+00  1.15785714e+01  1.54251617e+01  0.00000000e+00\n",
      "  2.71774286e+01  1.15785714e+01  4.93166667e+00  9.14210482e+00\n",
      "  2.00000000e+00  3.21223333e+01  4.93166667e+00  3.32863014e+00\n",
      "  8.37473669e+00  1.30000000e+01  3.78873699e+01  3.32863014e+00]\n",
      "[0.0884 0.3225 0.0642 0.0338 0.4911 0.    ]\n",
      "\n",
      "Nearest weather station is 0.01 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.6555 0.179  0.067  0.0385 0.0571 0.0029]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.4385 0.1744 0.1182 0.0597 0.2034 0.0059]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.3518 0.1273 0.172  0.0482 0.2901 0.0104]\n",
      "\n",
      "Nearest weather station is 0.57 degrees away..\n",
      "\n",
      "[-13.         -18.         -11.14285714   6.18011954   1.\n",
      "   7.11285714  10.14714286 -11.75         6.24866652   5.\n",
      "  10.105       13.09        -0.43835616  12.06158433   0.\n",
      "  20.43835616  26.56164384 -13.8        -17.8        -11.24285714\n",
      "   4.38271186   3.           5.80485714   6.45514286 -13.14666667\n",
      "   5.39263283   9.           7.84666667  11.57333333  -0.30739726\n",
      "  12.13136205   0.          19.37939726  24.67260274 -14.5\n",
      " -17.5        -11.21428571   3.53409054   3.           4.65428571\n",
      "   6.10571429 -14.41666667   5.24576549  10.          10.75666667\n",
      "  10.08333333  -0.09315068  12.67224698   0.          20.27315068\n",
      "  24.40684932   0.           0.           8.74285714   9.15187056\n",
      "   0.          16.51714286   8.74285714   4.02666667   5.7379981\n",
      "   1.          19.16333333   4.02666667   3.26767123   7.10107816\n",
      "  13.          30.21232877   3.26767123]\n",
      "[0.3848 0.0832 0.077  0.036  0.4075 0.0115]\n",
      "\n",
      "Nearest weather station is 0.00 degrees away..\n",
      "\n",
      "[-12.1        -15.1         -9.38571429   5.73122489   1.\n",
      "   6.28571429   8.53428571  -9.66666667   5.41869193   5.\n",
      "   8.42166667  10.43333333   2.2969863   11.96000593   0.\n",
      "  19.6030137   25.5769863  -11.8        -14.5         -8.81428571\n",
      "   3.77337612   3.           5.17628571   5.55371429 -10.36666667\n",
      "   4.82640883   6.           8.02166667   9.34633333   2.65041096\n",
      "  12.00031275   0.          18.63758904  23.45041096 -11.4\n",
      " -13.9         -8.18571429   3.28260723   2.           4.22571429\n",
      "   5.56428571 -11.03333333   4.97482551   5.           9.61833333\n",
      "  10.35166667   2.94520548  12.31433112   0.          20.15479452\n",
      "  24.20520548   0.           0.           9.45714286  11.21769739\n",
      "   0.          22.94285714   9.45714286   4.52         7.32859241\n",
      "   1.          25.426        4.52         3.40328767   8.115886\n",
      "  14.          36.73271233   3.40328767]\n",
      "[0.5112 0.2308 0.0768 0.0554 0.1237 0.002 ]\n",
      "\n",
      "Nearest weather station is 1.51 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-12.1        -15.1         -9.38571429   5.73122489   1.\n",
      "   6.28571429   8.53428571  -9.66666667   5.41869193   5.\n",
      "   8.42166667  10.43333333   2.2969863   11.96000593   0.\n",
      "  19.6030137   25.5769863  -11.8        -14.5         -8.81428571\n",
      "   3.77337612   3.           5.17628571   5.55371429 -10.36666667\n",
      "   4.82640883   6.           8.02166667   9.34633333   2.65041096\n",
      "  12.00031275   0.          18.63758904  23.45041096 -11.4\n",
      " -13.9         -8.18571429   3.28260723   2.           4.22571429\n",
      "   5.56428571 -11.03333333   4.97482551   5.           9.61833333\n",
      "  10.35166667   2.94520548  12.31433112   0.          20.15479452\n",
      "  24.20520548   0.           0.           9.45714286  11.21769739\n",
      "   0.          22.94285714   9.45714286   4.52         7.32859241\n",
      "   1.          25.426        4.52         3.40328767   8.115886\n",
      "  14.          36.73271233   3.40328767]\n",
      "[0.2423 0.3368 0.0998 0.0317 0.2871 0.0022]\n",
      "\n",
      "Nearest weather station is 1.16 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-12.7        -17.7         -9.91428571   5.45669407   2.\n",
      "   6.18428571   7.72571429 -11.05         6.5931151    2.\n",
      "  10.705       12.49         1.01561644  12.21256943   0.\n",
      "  19.64438356  27.07561644 -11.9        -16.9         -9.72857143\n",
      "   3.86586316   3.           4.06257143   6.91942857 -11.83\n",
      "   5.86305665   5.          10.915       11.2          0.94534247\n",
      "  12.15453826   0.          19.26265753  25.02534247 -11.7\n",
      " -16.7        -10.12857143   3.58995196   3.           5.30857143\n",
      "   6.27142857 -13.18333333   5.88144446   6.          11.96833333\n",
      "  11.22666667   0.25863014  12.48736186   0.          20.04136986\n",
      "  24.95863014   0.           0.           8.15714286  11.76117792\n",
      "   0.          24.10685714   8.15714286   5.50333333   8.05607362\n",
      "   2.          25.37666667   5.50333333   3.67109589   8.60591825\n",
      "  10.          29.96090411   3.67109589]\n",
      "[0.0492 0.2267 0.0387 0.0283 0.2588 0.3984]\n",
      "\n",
      "Nearest weather station is 1.13 degrees away..\n",
      "\n",
      "[-14.33333333 -21.83333333 -13.76190476   5.33471496   2.\n",
      "   5.89857143   8.04142857 -15.23166667   6.61655101   8.\n",
      "  10.96333333  13.65166667  -4.01305936  12.04915187   0.\n",
      "  20.35972603  27.32027397 -15.         -19.8        -13.\n",
      "   3.99070348   3.           4.252        6.632      -14.87666667\n",
      "   5.25434952  16.           9.58666667  10.33633333  -3.54219178\n",
      "  11.91356405   0.          18.91419178  25.56580822 -16.7\n",
      " -18.7        -13.27142857   3.69776546   4.           4.57142857\n",
      "   5.30857143 -16.35         5.81915579  12.          11.07\n",
      "  13.125       -4.11054795  12.43316981   0.          18.91054795\n",
      "  25.44945205   1.6          0.           7.31428571   9.47589854\n",
      "   1.          20.25371429   7.31428571   4.195        7.11840748\n",
      "   2.          23.535        4.195        3.7309589    9.12410253\n",
      "  11.          40.7890411    3.7309589 ]\n",
      "[0.1144 0.2977 0.0922 0.0473 0.4153 0.0331]\n",
      "\n",
      "Nearest weather station is 0.21 degrees away..\n",
      "\n",
      "[-1.50000000e+01 -1.70000000e+01 -1.23571429e+01  5.96246764e+00\n",
      "  1.00000000e+00  7.32714286e+00  7.49285714e+00 -1.17283333e+01\n",
      "  5.52979330e+00  6.00000000e+00  9.79333333e+00  1.01266667e+01\n",
      "  1.37123288e-01  1.16419441e+01  0.00000000e+00  2.00428767e+01\n",
      "  2.34971233e+01 -1.47033520e+01 -1.73033520e+01 -1.21319234e+01\n",
      "  3.67606711e+00  4.00000000e+00  5.76057143e+00  5.03342857e+00\n",
      " -1.31100186e+01  4.26229290e+00  1.50000000e+01  7.11966667e+00\n",
      "  9.16133333e+00 -7.59853065e-03  1.20228838e+01  0.00000000e+00\n",
      "  2.03042466e+01  2.33757534e+01 -1.45000000e+01 -1.76000000e+01\n",
      " -1.19428571e+01  3.19233777e+00  5.00000000e+00  4.35285714e+00\n",
      "  5.47114286e+00 -1.47000000e+01  4.50170338e+00  1.60000000e+01\n",
      "  7.91000000e+00  9.93600000e+00 -2.64383562e-01  1.27784756e+01\n",
      "  0.00000000e+00  2.09443836e+01  2.47356164e+01  0.00000000e+00\n",
      "  0.00000000e+00  1.15785714e+01  1.54251617e+01  0.00000000e+00\n",
      "  2.71774286e+01  1.15785714e+01  4.93166667e+00  9.14210482e+00\n",
      "  2.00000000e+00  3.21223333e+01  4.93166667e+00  3.32863014e+00\n",
      "  8.37473669e+00  1.30000000e+01  3.78873699e+01  3.32863014e+00]\n",
      "[0.0865 0.1808 0.0774 0.0311 0.6242 0.    ]\n",
      "\n",
      "Nearest weather station is 3.48 degrees away..\n",
      "\n",
      "[ -9.5        -11.3         -9.37857143   1.60353563   7.\n",
      "   2.79757143   1.90942857  -6.42166667   2.65680172   8.\n",
      "   5.29266667   4.82033333   0.83144476   8.08310049   1.\n",
      "  13.91255524  18.43944476  -7.6         -8.1         -7.65\n",
      "   1.12662581   7.           2.251        1.232       -6.97833333\n",
      "   1.93700513  23.           4.92033333   3.07366667   0.78526912\n",
      "   8.06417506   0.          13.41073088  17.20126912  -7.53333333\n",
      "  -7.56666667  -6.24285714   1.52468725   6.           2.58285714\n",
      "   1.35514286  -7.02388889   2.03053853  22.           4.47888889\n",
      "   3.78461111   1.17025496   8.27352494   0.          15.87374504\n",
      "  15.93158829   2.05         3.275        3.14642857   0.82548996\n",
      "   5.           1.31877143   1.08862857   3.1775       4.80138461\n",
      "   2.          15.8595       3.5775       1.28562323   3.23143145\n",
      "  12.          13.69837677   1.68562323]\n",
      "[0.1036 0.3223 0.0491 0.0461 0.4789 0.    ]\n",
      "\n",
      "Nearest weather station is 0.24 degrees away..\n",
      "\n",
      "[-13.4        -15.2        -12.           3.20401534   5.\n",
      "   5.022        3.858      -10.64137931   4.84608824   4.\n",
      "  11.21337931   9.33862069  -0.96428571   9.20345401   0.\n",
      "  14.34928571  23.07271429 -14.1        -16.4        -10.65714286\n",
      "   4.16236785   3.           5.62114286   5.63485714 -10.49655172\n",
      "   4.50097771   8.          10.30855172   7.11144828  -0.45206044\n",
      "   9.62953497   0.          15.57006044  21.95893956 -14.4\n",
      " -17.1         -8.85714286   6.59455558   0.          12.38314286\n",
      "   8.08085714  -9.92413793   5.05778029   3.          12.83213793\n",
      "   6.89586207   0.44120879  10.31629218   0.          17.94379121\n",
      "  20.67020879   2.1          0.           4.37142857   5.63831644\n",
      "   0.           9.87257143   4.37142857   4.88275862   6.89530142\n",
      "   2.          21.74924138   4.88275862   2.69835165   5.7410366\n",
      "  13.          24.55664835   2.69835165]\n",
      "[0.1933 0.222  0.098  0.0228 0.4638 0.    ]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[-1.50000000e+01 -1.70000000e+01 -1.23571429e+01  5.96246764e+00\n",
      "  1.00000000e+00  7.32714286e+00  7.49285714e+00 -1.17283333e+01\n",
      "  5.52979330e+00  6.00000000e+00  9.79333333e+00  1.01266667e+01\n",
      "  1.37123288e-01  1.16419441e+01  0.00000000e+00  2.00428767e+01\n",
      "  2.34971233e+01 -1.47033520e+01 -1.73033520e+01 -1.21319234e+01\n",
      "  3.67606711e+00  4.00000000e+00  5.76057143e+00  5.03342857e+00\n",
      " -1.31100186e+01  4.26229290e+00  1.50000000e+01  7.11966667e+00\n",
      "  9.16133333e+00 -7.59853065e-03  1.20228838e+01  0.00000000e+00\n",
      "  2.03042466e+01  2.33757534e+01 -1.45000000e+01 -1.76000000e+01\n",
      " -1.19428571e+01  3.19233777e+00  5.00000000e+00  4.35285714e+00\n",
      "  5.47114286e+00 -1.47000000e+01  4.50170338e+00  1.60000000e+01\n",
      "  7.91000000e+00  9.93600000e+00 -2.64383562e-01  1.27784756e+01\n",
      "  0.00000000e+00  2.09443836e+01  2.47356164e+01  0.00000000e+00\n",
      "  0.00000000e+00  1.15785714e+01  1.54251617e+01  0.00000000e+00\n",
      "  2.71774286e+01  1.15785714e+01  4.93166667e+00  9.14210482e+00\n",
      "  2.00000000e+00  3.21223333e+01  4.93166667e+00  3.32863014e+00\n",
      "  8.37473669e+00  1.30000000e+01  3.78873699e+01  3.32863014e+00]\n",
      "[0.128  0.2087 0.0701 0.0542 0.539  0.    ]\n",
      "\n",
      "Nearest weather station is 0.14 degrees away..\n",
      "\n",
      "[-12.39685533 -17.23018866  -9.39685533   7.34684902   0.\n",
      "   9.04666667  10.65333333 -10.50074422   6.28888155   4.\n",
      "   9.98055556  12.92444444   1.70072458  12.55617842   0.\n",
      "  18.56908676  27.47091324  -4.98283252  -4.73283252  -6.52568966\n",
      "   3.50310358   1.           3.26485714   7.09014286  -9.73949918\n",
      "   4.42136563   6.           6.46966667   9.24333333   2.58744146\n",
      "  12.39765065   0.          18.53772603  24.62227397 -13.\n",
      " -11.          -8.47142857   2.66550145   4.           3.88142857\n",
      "   4.40857143 -11.205        4.22335471  11.           6.705\n",
      "   9.925        3.04739726  12.89331882   0.          19.73926941\n",
      "  24.72739726   0.           0.          10.54285714  11.51332857\n",
      "   0.          18.78114286  10.54285714   4.69         8.31048936\n",
      "   2.          23.576        4.69         3.04         7.72908194\n",
      "  13.          38.104        3.04      ]\n",
      "[0.0928 0.2077 0.0721 0.0366 0.5908 0.    ]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-12.39685533 -17.23018866  -9.39685533   7.34684902   0.\n",
      "   9.04666667  10.65333333 -10.50074422   6.28888155   4.\n",
      "   9.98055556  12.92444444   1.70072458  12.55617842   0.\n",
      "  18.56908676  27.47091324  -4.98283252  -4.73283252  -6.52568966\n",
      "   3.50310358   1.           3.26485714   7.09014286  -9.73949918\n",
      "   4.42136563   6.           6.46966667   9.24333333   2.58744146\n",
      "  12.39765065   0.          18.53772603  24.62227397 -13.\n",
      " -11.          -8.47142857   2.66550145   4.           3.88142857\n",
      "   4.40857143 -11.205        4.22335471  11.           6.705\n",
      "   9.925        3.04739726  12.89331882   0.          19.73926941\n",
      "  24.72739726   0.           0.          10.54285714  11.51332857\n",
      "   0.          18.78114286  10.54285714   4.69         8.31048936\n",
      "   2.          23.576        4.69         3.04         7.72908194\n",
      "  13.          38.104        3.04      ]\n",
      "[0.0775 0.3718 0.0553 0.0434 0.452  0.    ]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.1576 0.093  0.1155 0.066  0.5599 0.008 ]\n",
      "\n",
      "Nearest weather station is 0.41 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.164  0.1983 0.0827 0.0448 0.5029 0.0073]\n",
      "\n",
      "Nearest weather station is 0.18 degrees away..\n",
      "\n",
      "[-1.37000000e+01 -1.97000000e+01 -1.10571429e+01  6.47365146e+00\n",
      "  2.00000000e+00  7.35714286e+00  8.64285714e+00 -1.17833333e+01\n",
      "  6.40713578e+00  6.00000000e+00  1.00833333e+01  1.10466667e+01\n",
      " -1.13698630e-01  1.19962359e+01  0.00000000e+00  2.00936986e+01\n",
      "  2.67663014e+01 -1.44000000e+01 -1.87000000e+01 -1.11000000e+01\n",
      "  4.33984858e+00  3.00000000e+00  4.18200000e+00  7.34200000e+00\n",
      " -1.26300000e+01  5.32660930e+00  9.00000000e+00  9.29500000e+00\n",
      "  1.00480000e+01  2.85479452e-01  1.19437818e+01  0.00000000e+00\n",
      "  1.98145205e+01  2.45574795e+01 -1.57000000e+01 -1.82000000e+01\n",
      " -1.17000000e+01  3.71291183e+00  4.00000000e+00  4.88000000e+00\n",
      "  6.35000000e+00 -1.40333333e+01  5.01719266e+00  1.20000000e+01\n",
      "  8.75333333e+00  1.03766667e+01  1.05479452e-02  1.24796977e+01\n",
      "  0.00000000e+00  2.02894521e+01  2.43905479e+01  0.00000000e+00\n",
      "  0.00000000e+00  1.30571429e+01  1.51041013e+01  0.00000000e+00\n",
      "  2.87428571e+01  1.30571429e+01  5.71333333e+00  9.42265827e+00\n",
      "  1.00000000e+00  3.14866667e+01  5.71333333e+00  3.92684932e+00\n",
      "  9.16140159e+00  1.00000000e+01  2.97211507e+01  3.92684932e+00]\n",
      "[0.0983 0.248  0.0548 0.0387 0.5602 0.    ]\n",
      "\n",
      "Nearest weather station is 1.34 degrees away..\n",
      "\n",
      "[-14.33333333 -21.83333333 -13.76190476   5.33471496   2.\n",
      "   5.89857143   8.04142857 -15.23166667   6.61655101   8.\n",
      "  10.96333333  13.65166667  -4.01305936  12.04915187   0.\n",
      "  20.35972603  27.32027397 -15.         -19.8        -13.\n",
      "   3.99070348   3.           4.252        6.632      -14.87666667\n",
      "   5.25434952  16.           9.58666667  10.33633333  -3.54219178\n",
      "  11.91356405   0.          18.91419178  25.56580822 -16.7\n",
      " -18.7        -13.27142857   3.69776546   4.           4.57142857\n",
      "   5.30857143 -16.35         5.81915579  12.          11.07\n",
      "  13.125       -4.11054795  12.43316981   0.          18.91054795\n",
      "  25.44945205   1.6          0.           7.31428571   9.47589854\n",
      "   1.          20.25371429   7.31428571   4.195        7.11840748\n",
      "   2.          23.535        4.195        3.7309589    9.12410253\n",
      "  11.          40.7890411    3.7309589 ]\n",
      "[0.1236 0.2214 0.0696 0.0456 0.5398 0.    ]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.2331 0.1967 0.0736 0.0393 0.453  0.0042]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[-11.8        -16.4        -10.07142857   5.69604231   1.\n",
      "   6.45942857   8.11457143 -11.20666667   5.56326842   6.\n",
      "   7.89066667  10.01933333   0.29616438  11.7208063    0.\n",
      "  19.61183562  25.02016438 -13.6        -16.7        -10.57142857\n",
      "   4.34699051   3.           5.82342857   6.02057143 -12.42\n",
      "   4.8623314   12.           8.288        9.232        0.2769863\n",
      "  11.93632268   0.          19.4590137   23.8569863  -15.3\n",
      " -17.         -11.02857143   3.78671146   4.           5.14457143\n",
      "   5.86942857 -13.59         4.76335666  12.           8.997\n",
      "   8.852        0.23534247  12.39220856   0.          20.10065753\n",
      "  23.70334247   0.           0.           9.48571429  16.01208727\n",
      "   0.          35.49828571   9.48571429   4.53666667   9.42862603\n",
      "   1.          35.90933333   4.53666667   3.53780822   9.41537627\n",
      "  12.          42.56619178   3.53780822]\n",
      "[0.5985 0.1317 0.0772 0.0426 0.1458 0.0042]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.5717 0.1441 0.0683 0.0232 0.1874 0.0053]\n",
      "\n",
      "Nearest weather station is 0.59 degrees away..\n",
      "\n",
      "[-12.7        -17.7         -9.91428571   5.45669407   2.\n",
      "   6.18428571   7.72571429 -11.05         6.5931151    2.\n",
      "  10.705       12.49         1.01561644  12.21256943   0.\n",
      "  19.64438356  27.07561644 -11.9        -16.9         -9.72857143\n",
      "   3.86586316   3.           4.06257143   6.91942857 -11.83\n",
      "   5.86305665   5.          10.915       11.2          0.94534247\n",
      "  12.15453826   0.          19.26265753  25.02534247 -11.7\n",
      " -16.7        -10.12857143   3.58995196   3.           5.30857143\n",
      "   6.27142857 -13.18333333   5.88144446   6.          11.96833333\n",
      "  11.22666667   0.25863014  12.48736186   0.          20.04136986\n",
      "  24.95863014   0.           0.           8.15714286  11.76117792\n",
      "   0.          24.10685714   8.15714286   5.50333333   8.05607362\n",
      "   2.          25.37666667   5.50333333   3.67109589   8.60591825\n",
      "  10.          29.96090411   3.67109589]\n",
      "[0.1156 0.3301 0.0759 0.0351 0.4434 0.    ]\n",
      "\n",
      "Nearest weather station is 0.15 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-12.7        -17.7         -9.91428571   5.45669407   2.\n",
      "   6.18428571   7.72571429 -11.05         6.5931151    2.\n",
      "  10.705       12.49         1.01561644  12.21256943   0.\n",
      "  19.64438356  27.07561644 -11.9        -16.9         -9.72857143\n",
      "   3.86586316   3.           4.06257143   6.91942857 -11.83\n",
      "   5.86305665   5.          10.915       11.2          0.94534247\n",
      "  12.15453826   0.          19.26265753  25.02534247 -11.7\n",
      " -16.7        -10.12857143   3.58995196   3.           5.30857143\n",
      "   6.27142857 -13.18333333   5.88144446   6.          11.96833333\n",
      "  11.22666667   0.25863014  12.48736186   0.          20.04136986\n",
      "  24.95863014   0.           0.           8.15714286  11.76117792\n",
      "   0.          24.10685714   8.15714286   5.50333333   8.05607362\n",
      "   2.          25.37666667   5.50333333   3.67109589   8.60591825\n",
      "  10.          29.96090411   3.67109589]\n",
      "[0.2342 0.2476 0.0473 0.0401 0.4309 0.    ]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[-1.21000000e+01 -1.61000000e+01 -9.95714286e+00  5.08298482e+00\n",
      "  2.00000000e+00  5.73714286e+00  8.02285714e+00 -1.12666667e+01\n",
      "  6.69867317e+00  3.00000000e+00  1.01666667e+01  1.38333333e+01\n",
      " -5.47945205e-04  1.22283624e+01  0.00000000e+00  1.99005479e+01\n",
      "  2.78194521e+01 -1.17000000e+01 -1.57000000e+01 -8.91428571e+00\n",
      "  4.07831498e+00  1.00000000e+00  5.12428571e+00  6.57571429e+00\n",
      " -1.13833333e+01  5.88852462e+00  5.00000000e+00  9.60333333e+00\n",
      "  1.21716667e+01  4.22191781e-01  1.18544680e+01  0.00000000e+00\n",
      "  1.88778082e+01  2.56221918e+01 -1.20000000e+01 -1.60000000e+01\n",
      " -8.57142857e+00  4.16986272e+00  1.00000000e+00  4.51142857e+00\n",
      "  7.18857143e+00 -1.22000000e+01  5.95762816e+00  5.00000000e+00\n",
      "  1.03300000e+01  1.08000000e+01  1.29863014e-01  1.20536523e+01\n",
      "  0.00000000e+00  1.88701370e+01  2.44898630e+01  3.00000000e+00\n",
      "  0.00000000e+00  4.42857143e+00  7.79848232e+00  0.00000000e+00\n",
      "  1.74914286e+01  4.42857143e+00  3.88000000e+00  5.90606468e+00\n",
      "  2.00000000e+00  1.92620000e+01  3.88000000e+00  3.78630137e+00\n",
      "  8.16817270e+00  1.00000000e+01  3.85736986e+01  3.78630137e+00]\n",
      "[0.1321 0.2072 0.0895 0.0431 0.522  0.0061]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-1.50000000e+01 -1.70000000e+01 -1.23571429e+01  5.96246764e+00\n",
      "  1.00000000e+00  7.32714286e+00  7.49285714e+00 -1.17283333e+01\n",
      "  5.52979330e+00  6.00000000e+00  9.79333333e+00  1.01266667e+01\n",
      "  1.37123288e-01  1.16419441e+01  0.00000000e+00  2.00428767e+01\n",
      "  2.34971233e+01 -1.47033520e+01 -1.73033520e+01 -1.21319234e+01\n",
      "  3.67606711e+00  4.00000000e+00  5.76057143e+00  5.03342857e+00\n",
      " -1.31100186e+01  4.26229290e+00  1.50000000e+01  7.11966667e+00\n",
      "  9.16133333e+00 -7.59853065e-03  1.20228838e+01  0.00000000e+00\n",
      "  2.03042466e+01  2.33757534e+01 -1.45000000e+01 -1.76000000e+01\n",
      " -1.19428571e+01  3.19233777e+00  5.00000000e+00  4.35285714e+00\n",
      "  5.47114286e+00 -1.47000000e+01  4.50170338e+00  1.60000000e+01\n",
      "  7.91000000e+00  9.93600000e+00 -2.64383562e-01  1.27784756e+01\n",
      "  0.00000000e+00  2.09443836e+01  2.47356164e+01  0.00000000e+00\n",
      "  0.00000000e+00  1.15785714e+01  1.54251617e+01  0.00000000e+00\n",
      "  2.71774286e+01  1.15785714e+01  4.93166667e+00  9.14210482e+00\n",
      "  2.00000000e+00  3.21223333e+01  4.93166667e+00  3.32863014e+00\n",
      "  8.37473669e+00  1.30000000e+01  3.78873699e+01  3.32863014e+00]\n",
      "[0.0897 0.2001 0.075  0.0434 0.5917 0.    ]\n",
      "\n",
      "Nearest weather station is 0.47 degrees away..\n",
      "\n",
      "[-12.7        -17.7         -9.91428571   5.45669407   2.\n",
      "   6.18428571   7.72571429 -11.05         6.5931151    2.\n",
      "  10.705       12.49         1.01561644  12.21256943   0.\n",
      "  19.64438356  27.07561644 -11.9        -16.9         -9.72857143\n",
      "   3.86586316   3.           4.06257143   6.91942857 -11.83\n",
      "   5.86305665   5.          10.915       11.2          0.94534247\n",
      "  12.15453826   0.          19.26265753  25.02534247 -11.7\n",
      " -16.7        -10.12857143   3.58995196   3.           5.30857143\n",
      "   6.27142857 -13.18333333   5.88144446   6.          11.96833333\n",
      "  11.22666667   0.25863014  12.48736186   0.          20.04136986\n",
      "  24.95863014   0.           0.           8.15714286  11.76117792\n",
      "   0.          24.10685714   8.15714286   5.50333333   8.05607362\n",
      "   2.          25.37666667   5.50333333   3.67109589   8.60591825\n",
      "  10.          29.96090411   3.67109589]\n",
      "[0.1082 0.3168 0.0775 0.0311 0.4587 0.0076]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[-13.6        -18.4        -10.97142857   6.77489363   1.\n",
      "   8.19342857   9.96657143 -11.60666667   6.01009891   7.\n",
      "   9.04866667  10.97433333  -0.43232877  11.5614189    0.\n",
      "  19.77632877  24.61167123 -14.8        -17.8        -11.32857143\n",
      "   4.82188887   3.           6.12257143   6.38742857 -13.03666667\n",
      "   5.07053471  10.           7.80766667   9.66333333  -0.4609589\n",
      "  11.81650299   0.          19.2609589   23.4750411  -15.8\n",
      " -16.9        -11.48571429   3.59063408   4.           5.18971429\n",
      "   5.34828571 -14.24666667   4.90773086  12.           9.60866667\n",
      "   9.06633333  -0.28863014  12.39797877   0.          19.92463014\n",
      "  23.52736986   0.           0.          10.22857143  15.24483184\n",
      "   0.          32.23542857  10.22857143   5.31166667   9.00437795\n",
      "   1.          32.45333333   5.31166667   3.19068493   8.26794264\n",
      "  12.          39.65731507   3.19068493]\n",
      "[0.2844 0.1902 0.0555 0.0392 0.4308 0.    ]\n",
      "\n",
      "Nearest weather station is 0.24 degrees away..\n",
      "\n",
      "[-15.5        -21.5        -13.07142857   7.36511357   1.\n",
      "   8.51142857  10.30857143 -13.25         6.59892668   5.\n",
      "   9.75        12.38        -0.26013699  12.22963081   0.\n",
      "  19.94013699  26.95986301 -15.3        -19.8        -12.51428571\n",
      "   4.57366017   3.           5.18428571   7.10571429 -13.49333333\n",
      "   4.925778    14.           7.99033333   9.72666667   0.32726027\n",
      "  12.2700971    0.          19.87273973  25.36126027 -15.7\n",
      " -18.7        -12.55714286   3.13635691   7.           2.85714286\n",
      "   5.96285714 -14.33333333   4.04337593  18.           6.34333333\n",
      "   8.07666667   0.21452055  12.73114103   0.          20.08547945\n",
      "  23.91452055   0.           0.           9.71428571  12.72471482\n",
      "   0.          26.90571429   9.71428571   4.06666667   7.50525742\n",
      "   1.          27.26333333   4.06666667   3.23424658   8.37023787\n",
      "  13.          34.76575342   3.23424658]\n",
      "[0.0874 0.2179 0.0815 0.0389 0.5743 0.    ]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[-11.8        -17.5        -11.2          5.3591044    2.\n",
      "   6.634        7.24       -12.27         5.76536498   8.\n",
      "   9.68        10.653       -0.23150685  11.2665425    0.\n",
      "  18.90350685  23.14049315 -12.7        -17.3        -11.02857143\n",
      "   4.14994468   3.           5.83857143   6.15742857 -12.97333333\n",
      "   5.06990686  11.           9.15133333   9.28166667  -0.24657534\n",
      "  11.63323395   0.          19.11857534  22.86142466 -13.5\n",
      " -17.         -10.74285714   3.63194444   4.           5.02885714\n",
      "   6.04714286 -13.55666667   4.92163139  10.           8.96666667\n",
      "   9.19233333  -0.18356164  12.16341712   0.          19.85556164\n",
      "  23.29643836   0.           0.          17.27142857  24.71302226\n",
      "   0.          51.01657143  17.27142857   6.43        14.17493445\n",
      "   1.          53.762        6.43         4.11589041  10.80800919\n",
      "  11.          48.99610959   4.11589041]\n",
      "[0.4568 0.1765 0.1537 0.0835 0.1256 0.004 ]\n",
      "\n",
      "Nearest weather station is 0.21 degrees away..\n",
      "\n",
      "[-1.         -5.         -4.92857143  1.74086537  3.          3.68857143\n",
      "  2.01142857 -1.75        3.26085367  0.          5.605       5.25\n",
      "  0.52520548 10.66096106  0.         18.65479452 23.52520548 -7.93184358\n",
      " -7.78212291 -7.48268156  0.29944134  7.          0.44017877  0.44017877\n",
      " -5.76089385  1.2958985  28.          2.12753073  2.12753073 -0.52968394\n",
      " 10.92016394  0.         18.93433198 22.04566802 -5.53910615 -5.40223464\n",
      " -5.12849162  0.27374302  7.          0.40240223  0.40240223 -3.55446927\n",
      "  1.18468333 15.          1.94494413  1.94494413 -0.41787709 11.56784621\n",
      "  0.         19.41787709 22.44212291  4.          2.2         0.88571429\n",
      "  1.48076097  0.          3.00628571  0.88571429  1.32        2.47566826\n",
      "  2.          8.81        1.32        3.60835616  7.61619436 13.\n",
      " 30.83164384  3.60835616]\n",
      "[0.0623 0.1869 0.0702 0.     0.6626 0.0179]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[ 4.          1.9         5.21428571  2.3805333   2.          3.88971429\n",
      "  3.24228571  8.56        3.63552839  7.          7.424       6.312\n",
      " -1.00958904 11.0272162   0.         17.44558904 25.66241096  5.3\n",
      "  2.4         5.48571429  2.3901157   2.          3.54828571  3.17971429\n",
      "  9.28        3.74543277 10.          7.614       6.951      -1.02068493\n",
      " 11.39316021  0.         18.42868493 25.95131507  6.6         2.9\n",
      "  5.8         2.73861279  1.          4.666       4.122      10.05666667\n",
      "  4.15986244  8.          8.42133333  8.07966667 -0.95273973 11.92677054\n",
      "  0.         19.69673973 26.18326027  0.          0.          4.4\n",
      "  5.22740034  0.         10.356       4.4         2.32        4.02023217\n",
      "  1.         11.604       2.32        2.97452055  6.64897143 16.\n",
      " 30.66147945  2.97452055]\n",
      "[0.2896 0.0857 0.475  0.0221 0.1093 0.0183]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 4.          1.9         5.21428571  2.3805333   2.          3.88971429\n",
      "  3.24228571  8.56        3.63552839  7.          7.424       6.312\n",
      " -1.00958904 11.0272162   0.         17.44558904 25.66241096  5.3\n",
      "  2.4         5.48571429  2.3901157   2.          3.54828571  3.17971429\n",
      "  9.28        3.74543277 10.          7.614       6.951      -1.02068493\n",
      " 11.39316021  0.         18.42868493 25.95131507  6.6         2.9\n",
      "  5.8         2.73861279  1.          4.666       4.122      10.05666667\n",
      "  4.15986244  8.          8.42133333  8.07966667 -0.95273973 11.92677054\n",
      "  0.         19.69673973 26.18326027  0.          0.          4.4\n",
      "  5.22740034  0.         10.356       4.4         2.32        4.02023217\n",
      "  1.         11.604       2.32        2.97452055  6.64897143 16.\n",
      " 30.66147945  2.97452055]\n",
      "[0.0955 0.5968 0.0231 0.0171 0.2676 0.    ]\n",
      "\n",
      "Nearest weather station is 0.18 degrees away..\n",
      "\n",
      "[ 0.3        -0.7         4.94285714  4.38922614  0.          5.82714286\n",
      "  5.58285714  7.9         5.64859865  4.         10.965       8.31\n",
      " -0.46356164 11.2584684   0.         18.26356164 27.09643836  4.1\n",
      "  2.1         6.01428571  2.64760192  3.          3.52571429  3.80628571\n",
      "  9.67333333  4.37431391  7.          8.63966667  7.05133333 -0.18684932\n",
      " 11.57969371  0.         18.83884932 26.32115068  7.3         4.3\n",
      "  6.44285714  2.78662989  1.          5.11714286  4.02285714 10.79\n",
      "  4.09506614 11.          7.51        7.91       -0.53287671 12.38046246\n",
      "  0.         20.51287671 26.16712329  0.          0.          5.14285714\n",
      "  6.36235741  0.         11.05714286  5.14285714  2.45        4.78252026\n",
      "  2.         13.76        2.45        3.05917808  6.12420344 15.\n",
      " 25.48082192  3.05917808]\n",
      "[0.0744 0.3747 0.0795 0.0366 0.4209 0.0139]\n",
      "\n",
      "Nearest weather station is 0.67 degrees away..\n",
      "\n",
      "[ 5.6        11.5         4.95714286  4.11507929  0.          6.39285714\n",
      "  6.11914286  3.13666667  4.2361526   0.          8.27633333  6.74066667\n",
      "  9.04038462  5.25317705  6.          9.04161538 10.92238462  7.2\n",
      " 11.5         5.64285714  3.07843056  1.          5.59914286  4.13485714\n",
      "  4.09333333  4.23382674  1.          8.54266667  5.73233333  9.88653846\n",
      "  5.00776431 16.          7.50746154 10.88353846  8.8        11.4\n",
      "  6.28571429  2.54750779  2.          4.95828571  2.26171429  5.01333333\n",
      "  5.19196388  0.         10.19966667  9.49133333 10.68076923  5.5507809\n",
      " 13.          9.31623077 13.83876923  4.15862069  3.65862069  2.80147783\n",
      "  3.12494898  0.          5.58714286  3.14285714  1.37528736  2.68540293\n",
      "  2.          7.13833333  1.71666667  2.83169761  6.33472164  6.\n",
      " 21.78192308  3.17307692]\n",
      "[0.1842 0.3037 0.0821 0.0335 0.3965 0.    ]\n",
      "\n",
      "Nearest weather station is 0.67 degrees away..\n",
      "\n",
      "[ 5.6        11.5         4.95714286  4.11507929  0.          6.39285714\n",
      "  6.11914286  3.13666667  4.2361526   0.          8.27633333  6.74066667\n",
      "  9.04038462  5.25317705  6.          9.04161538 10.92238462  7.2\n",
      " 11.5         5.64285714  3.07843056  1.          5.59914286  4.13485714\n",
      "  4.09333333  4.23382674  1.          8.54266667  5.73233333  9.88653846\n",
      "  5.00776431 16.          7.50746154 10.88353846  8.8        11.4\n",
      "  6.28571429  2.54750779  2.          4.95828571  2.26171429  5.01333333\n",
      "  5.19196388  0.         10.19966667  9.49133333 10.68076923  5.5507809\n",
      " 13.          9.31623077 13.83876923  4.15862069  3.65862069  2.80147783\n",
      "  3.12494898  0.          5.58714286  3.14285714  1.37528736  2.68540293\n",
      "  2.          7.13833333  1.71666667  2.83169761  6.33472164  6.\n",
      " 21.78192308  3.17307692]\n",
      "[0.2073 0.1893 0.095  0.0223 0.4791 0.0069]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.386  0.1036 0.0897 0.0258 0.3949 0.    ]\n",
      "\n",
      "Nearest weather station is 1.14 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-13.59153633   7.58780466  31.          11.270203    16.861797\n",
      " -14.27400568   7.00053319  36.          11.58000568  14.24099432\n",
      " -15.39668561   7.22862671  39.          14.72668561  16.33331439\n",
      "   1.76666667   3.84521909   7.          15.53433333   1.76666667\n",
      "   1.18975216   6.           1.68428571   2.09571429   5.01333333\n",
      "   3.10995534   2.           5.93566667   4.69733333  -0.90082192\n",
      "  11.43038366   0.          16.93682192  22.83517808   8.9\n",
      "   1.6          5.52857143   2.14457074   3.           3.26342857\n",
      "   3.76057143   5.26666667   3.86016695   2.           7.71733333\n",
      "   6.03766667  -0.80684932  11.95379608   0.          19.00684932\n",
      "  23.60915068   0.           0.           1.95714286   3.20350573\n",
      "   0.           6.25685714   1.95714286   1.68         3.23144962\n",
      "   2.           8.859        1.68         3.40849315   7.29305988\n",
      "  13.          31.92350685   3.40849315]\n",
      "[0.2927 0.1626 0.1203 0.0313 0.3883 0.0049]\n",
      "\n",
      "Nearest weather station is 0.21 degrees away..\n",
      "\n",
      "[ 7.8         6.8         2.87142857  3.97697454  0.          4.86857143\n",
      "  6.86142857  3.75        4.87912219  0.          9.405       7.805\n",
      " -0.84671233 11.32473768  0.         17.14671233 26.85328767  9.8\n",
      "  5.8         5.14285714  2.66879167  1.          4.44714286  4.65085714\n",
      "  5.13        3.39883804  1.          5.793       5.398      -0.36109589\n",
      " 11.52527233  0.         17.36109589 25.51090411 11.          4.\n",
      "  6.64285714  2.26328279  4.          4.14714286  2.64285714  5.75\n",
      "  3.82480936  3.          7.46        6.605      -0.2439726  11.97519532\n",
      "  0.         18.4239726  23.9360274   0.          1.2         2.17142857\n",
      "  4.84671149  0.         11.06057143  2.17142857  1.02666667  2.66819956\n",
      "  1.         10.24733333  1.02666667  2.78109589  5.26334951 18.\n",
      " 20.10690411  2.78109589]\n",
      "[0.1815 0.1743 0.124  0.0374 0.481  0.0018]\n",
      "\n",
      "Nearest weather station is 0.11 degrees away..\n",
      "\n",
      "[ 8.3         8.3         2.8         4.83292281  0.          5.5\n",
      "  6.38        3.98333333  5.07688115  0.          9.02666667  7.68333333\n",
      " -1.12958904 11.86149295  0.         17.42958904 27.75041096  9.1\n",
      "  6.1         4.71428571  2.77613738  1.          4.29571429  3.55428571\n",
      "  5.15333333  3.53079154  2.          6.15666667  5.19533333 -0.47890411\n",
      " 11.68574211  0.         17.07890411 24.92109589  9.3         3.3\n",
      "  6.01428571  1.74963553  6.          3.16571429  2.59428571  5.7\n",
      "  3.46265794  2.          7.31        5.4        -0.44273973 11.99534079\n",
      "  0.         18.74273973 23.97726027  0.          0.          1.35714286\n",
      "  2.60102021  0.          5.81285714  1.35714286  1.66666667  4.02768199\n",
      "  2.         14.38333333  1.66666667  3.44273973  6.91303578  9.\n",
      " 28.73726027  3.44273973]\n",
      "[0.1628 0.1815 0.0817 0.0272 0.5467 0.    ]\n",
      "\n",
      "Nearest weather station is 0.96 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-13.59153633   7.58780466  31.          11.270203    16.861797\n",
      " -14.27400568   7.00053319  36.          11.58000568  14.24099432\n",
      " -15.39668561   7.22862671  39.          14.72668561  16.33331439\n",
      "   1.76666667   3.84521909   7.          15.53433333   1.76666667\n",
      "   2.77613738   1.           4.29571429   3.55428571   5.15333333\n",
      "   3.53079154   2.           6.15666667   5.19533333  -0.47890411\n",
      "  11.68574211   0.          17.07890411  24.92109589   9.3\n",
      "   3.3          6.01428571   1.74963553   6.           3.16571429\n",
      "   2.59428571   5.7          3.46265794   2.           7.31\n",
      "   5.4         -0.44273973  11.99534079   0.          18.74273973\n",
      "  23.97726027   0.           0.           1.35714286   2.60102021\n",
      "   0.           5.81285714   1.35714286   1.66666667   4.02768199\n",
      "   2.          14.38333333   1.66666667   3.44273973   6.91303578\n",
      "   9.          28.73726027   3.44273973]\n",
      "[0.1032 0.6241 0.0852 0.0477 0.1398 0.    ]\n",
      "\n",
      "Nearest weather station is 0.12 degrees away..\n",
      "\n",
      "[ 3.9         6.5         3.14285714  3.2561402   0.          4.95514286\n",
      "  5.01685714  3.62333333  4.04735991  0.          8.08666667  5.76533333\n",
      " -1.28054795 11.41038363  0.         16.61654795 24.75545205  7.3\n",
      "  4.5         4.42857143  2.17368304  2.          3.05942857  3.33257143\n",
      "  4.46333333  3.4626082   0.          5.56266667  4.90533333 -1.18260274\n",
      " 11.62976131  0.         17.51860274 23.61739726 10.9         2.6\n",
      "  5.84285714  2.44648853  1.          4.82314286  3.15285714  5.45333333\n",
      "  4.16154886  2.          9.03766667  6.72433333 -0.89794521 12.16030269\n",
      "  0.         19.04194521 24.05405479  0.4         0.          1.45714286\n",
      "  2.19795824  0.          3.88285714  1.45714286  1.04        1.74310069\n",
      "  1.          4.302       1.04        2.47934551  5.38694164 12.\n",
      " 25.68465449  2.47934551]\n",
      "[0.1488 0.2021 0.1156 0.0328 0.5007 0.    ]\n",
      "\n",
      "Nearest weather station is 1.18 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-13.59153633   7.58780466  31.          11.270203    16.861797\n",
      " -14.27400568   7.00053319  36.          11.58000568  14.24099432\n",
      " -15.39668561   7.22862671  39.          14.72668561  16.33331439\n",
      "   1.76666667   3.84521909   7.          15.53433333   1.76666667\n",
      "   2.17368304   2.           3.05942857   3.33257143   4.46333333\n",
      "   3.4626082    0.           5.56266667   4.90533333  -1.18260274\n",
      "  11.62976131   0.          17.51860274  23.61739726  10.9\n",
      "   2.6          5.84285714   2.44648853   1.           4.82314286\n",
      "   3.15285714   5.45333333   4.16154886   2.           9.03766667\n",
      "   6.72433333  -0.89794521  12.16030269   0.          19.04194521\n",
      "  24.05405479   0.4          0.           1.45714286   2.19795824\n",
      "   0.           3.88285714   1.45714286   1.04         1.74310069\n",
      "   1.           4.302        1.04         2.47934551   5.38694164\n",
      "  12.          25.68465449   2.47934551]\n",
      "[0.1436 0.3676 0.1223 0.0278 0.3261 0.0125]\n",
      "\n",
      "Nearest weather station is 0.17 degrees away..\n",
      "\n",
      "[ 9.          7.2         3.81428571  3.58067375  0.          5.07771429\n",
      "  5.60428571  4.92333333  4.38715423  1.          8.64166667  6.92333333\n",
      " -0.59534247 11.7583945   0.         17.59534247 24.76465753  8.8\n",
      "  4.6         4.9         2.28348105  2.          3.792       3.732\n",
      "  5.21        3.34936312  2.          6.442       5.065      -0.65616438\n",
      " 11.84078378  0.         17.65616438 23.89583562  8.8         2.3\n",
      "  6.22857143  2.0946969   4.          2.51142857  3.80857143  5.75\n",
      "  3.60867012  2.          7.76        5.95       -0.43178082 12.24568041\n",
      "  0.         19.91178082 24.26821918  0.          0.          1.17142857\n",
      "  2.86940227  0.          6.53657143  1.17142857  0.9         2.17730721\n",
      "  2.          7.242       0.9         3.15479452  6.60194743 13.\n",
      " 35.82120548  3.15479452]\n",
      "[0.1844 0.2219 0.1044 0.0311 0.4583 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.4979 0.1355 0.0799 0.0292 0.2542 0.0033]\n",
      "\n",
      "Nearest weather station is 0.01 degrees away..\n",
      "\n",
      "[ 5.2         4.7         0.91428571  4.83925277  0.          4.28571429\n",
      "  6.62428571  1.93333333  5.41253689  0.          9.97666667  8.44333333\n",
      " -2.93643836 11.41731026  1.         18.31643836 26.86356164  6.7\n",
      "  4.          2.32857143  2.85742856  0.          4.25142857  3.31657143\n",
      "  2.06        3.90850355  0.          7.208       6.715      -3.06438356\n",
      " 11.17226716  0.         17.13638356 23.77161644  8.409375    3.409375\n",
      "  3.909375    2.15472902  1.          4.29        2.44        2.35604167\n",
      "  4.19012596  0.          7.47333333  7.44666667 -2.96048801 11.62168362\n",
      "  0.         19.36986301 23.63013699  0.          0.          1.17142857\n",
      "  2.86940227  0.          6.53657143  1.17142857  2.16666667  4.68645803\n",
      "  2.         16.64133333  2.16666667  3.86657534  6.62405997 20.\n",
      " 25.49342466  3.86657534]\n",
      "[0.3279 0.1866 0.0905 0.0358 0.3521 0.0071]\n",
      "\n",
      "Nearest weather station is 0.07 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 5.2         4.7         0.91428571  4.83925277  0.          4.28571429\n",
      "  6.62428571  1.93333333  5.41253689  0.          9.97666667  8.44333333\n",
      " -2.93643836 11.41731026  1.         18.31643836 26.86356164  6.7\n",
      "  4.          2.32857143  2.85742856  0.          4.25142857  3.31657143\n",
      "  2.06        3.90850355  0.          7.208       6.715      -3.06438356\n",
      " 11.17226716  0.         17.13638356 23.77161644  8.409375    3.409375\n",
      "  3.909375    2.15472902  1.          4.29        2.44        2.35604167\n",
      "  4.19012596  0.          7.47333333  7.44666667 -2.96048801 11.62168362\n",
      "  0.         19.36986301 23.63013699  0.          0.          1.17142857\n",
      "  2.86940227  0.          6.53657143  1.17142857  2.16666667  4.68645803\n",
      "  2.         16.64133333  2.16666667  3.86657534  6.62405997 20.\n",
      " 25.49342466  3.86657534]\n",
      "[0.3259 0.1887 0.1271 0.031  0.3247 0.0027]\n",
      "\n",
      "Nearest weather station is 0.11 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 5.2         4.7         0.91428571  4.83925277  0.          4.28571429\n",
      "  6.62428571  1.93333333  5.41253689  0.          9.97666667  8.44333333\n",
      " -2.93643836 11.41731026  1.         18.31643836 26.86356164  6.7\n",
      "  4.          2.32857143  2.85742856  0.          4.25142857  3.31657143\n",
      "  2.06        3.90850355  0.          7.208       6.715      -3.06438356\n",
      " 11.17226716  0.         17.13638356 23.77161644  8.409375    3.409375\n",
      "  3.909375    2.15472902  1.          4.29        2.44        2.35604167\n",
      "  4.19012596  0.          7.47333333  7.44666667 -2.96048801 11.62168362\n",
      "  0.         19.36986301 23.63013699  0.          0.          1.17142857\n",
      "  2.86940227  0.          6.53657143  1.17142857  2.16666667  4.68645803\n",
      "  2.         16.64133333  2.16666667  3.86657534  6.62405997 20.\n",
      " 25.49342466  3.86657534]\n",
      "[0.1678 0.1507 0.1418 0.0388 0.5008 0.    ]\n",
      "\n",
      "Nearest weather station is 1.18 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-13.59153633   7.58780466  31.          11.270203    16.861797\n",
      " -14.27400568   7.00053319  36.          11.58000568  14.24099432\n",
      " -15.39668561   7.22862671  39.          14.72668561  16.33331439\n",
      "   1.76666667   3.84521909   7.          15.53433333   1.76666667\n",
      "   2.85742856   0.           4.25142857   3.31657143   2.06\n",
      "   3.90850355   0.           7.208        6.715       -3.06438356\n",
      "  11.17226716   0.          17.13638356  23.77161644   8.409375\n",
      "   3.409375     3.909375     2.15472902   1.           4.29\n",
      "   2.44         2.35604167   4.19012596   0.           7.47333333\n",
      "   7.44666667  -2.96048801  11.62168362   0.          19.36986301\n",
      "  23.63013699   0.           0.           1.17142857   2.86940227\n",
      "   0.           6.53657143   1.17142857   2.16666667   4.68645803\n",
      "   2.          16.64133333   2.16666667   3.86657534   6.62405997\n",
      "  20.          25.49342466   3.86657534]\n",
      "[0.1408 0.4115 0.1309 0.0246 0.2922 0.    ]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[ 3.4         8.          3.97142857  3.07743599  0.          4.02257143\n",
      "  4.83342857  4.71666667  3.90914171  1.          7.43533333  6.14266667\n",
      " -0.3290411  11.30243908  0.         16.6010411  23.4789589   6.9\n",
      "  5.2         5.          1.78885438  2.          2.652       2.974\n",
      "  5.23666667  3.40700096  2.          5.43433333  5.10766667 -0.36876712\n",
      " 11.5848394   0.         17.60476712 23.03123288 10.4         2.3\n",
      "  6.          2.33666429  2.          4.22        3.55        5.71\n",
      "  3.89447044  2.          7.261       6.394      -0.42547945 12.1020561\n",
      "  0.         19.26147945 23.91852055  0.          0.4         1.8\n",
      "  2.72763634  0.          4.564       1.8         1.22666667  2.26846987\n",
      "  1.          6.02533333  1.22666667  2.98136986  6.67292081 12.\n",
      " 30.62663014  2.98136986]\n",
      "[0.1836 0.1786 0.1501 0.0319 0.4558 0.    ]\n",
      "\n",
      "Nearest weather station is 0.40 degrees away..\n",
      "\n",
      "[10.          9.          6.57142857  1.98976975  5.          3.36857143\n",
      "  2.51142857  5.9         2.80726571  8.          4.955       5.61\n",
      " -1.96767123 11.67202675  0.         16.96767123 23.75232877  9.5\n",
      "  7.83333333  5.87012987  1.92748401  3.          3.52987013  1.84012987\n",
      "  7.23333333  2.49491064 17.          4.68666667  4.79833333 -1.41027397\n",
      " 11.92608889  0.         17.09027397 19.84705936  8.6         6.6\n",
      "  4.67142857  2.07757708  2.          3.80857143  2.07142857  6.68333333\n",
      "  3.06072795  3.          8.62666667  4.08333333 -1.73383562 12.73806854\n",
      "  0.         20.20583562 20.06616438  0.          0.          1.28571429\n",
      "  1.48461498  0.          2.65428571  1.28571429  2.3         4.54716029\n",
      "  1.         17.06        2.3         3.24958904  6.26699824 19.\n",
      " 27.11041096  3.24958904]\n",
      "[0.1345 0.3491 0.0783 0.025  0.4131 0.    ]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[10.4         7.4         5.11428571  4.03429178  0.          5.16571429\n",
      "  5.68428571  5.66666667  4.59440078  1.          8.86333333  7.62166667\n",
      "  0.22260274 11.02632707  0.         17.35739726 24.54260274  9.9\n",
      "  7.2         5.71428571  2.43980595  2.          4.03571429  3.23628571\n",
      "  5.585       3.66302243  3.          6.467       6.095      -0.03726027\n",
      " 11.12052358  0.         17.30926027 22.74273973  9.4         6.9\n",
      "  6.25714286  1.84612114  4.          3.05285714  2.32714286  5.01333333\n",
      "  3.95455293  1.          7.66166667  7.67833333 -0.31958904 11.63639232\n",
      "  0.         19.21958904 23.96041096  0.4         1.2         0.91428571\n",
      "  1.16549017  1.          2.54171429  0.91428571  1.78        4.13194063\n",
      "  1.         16.262       1.78        3.69452055  6.70898762 18.\n",
      " 28.27347945  3.69452055]\n",
      "[0.2253 0.1944 0.1129 0.0488 0.4186 0.    ]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "[ 1.08000000e+01  9.30000000e+00  5.58571429e+00  3.90838972e+00\n",
      "  0.00000000e+00  5.12428571e+00  5.22571429e+00  6.23333333e+00\n",
      "  4.54373806e+00  1.00000000e+00  7.77666667e+00  7.64333333e+00\n",
      "  1.10136986e-01  1.19761810e+01  0.00000000e+00  1.79098630e+01\n",
      "  2.59901370e+01  1.14000000e+01  8.10000000e+00  6.47142857e+00\n",
      "  2.71804251e+00  1.00000000e+00  4.73057143e+00  2.87142857e+00\n",
      "  6.29333333e+00  3.65749763e+00  4.00000000e+00  5.66166667e+00\n",
      "  6.17133333e+00  3.55205479e-01  1.16604742e+01  0.00000000e+00\n",
      "  1.71167945e+01  2.43072055e+01  1.13000000e+01  6.30000000e+00\n",
      "  6.72857143e+00  1.98976975e+00  4.00000000e+00  4.33142857e+00\n",
      "  1.42857143e+00  5.71666667e+00  3.75518161e+00  3.00000000e+00\n",
      "  7.29333333e+00  6.41666667e+00 -1.50684932e-02  1.17748870e+01\n",
      "  0.00000000e+00  1.93150685e+01  2.40449315e+01  0.00000000e+00\n",
      "  1.20000000e+00  1.54285714e+00  2.05277314e+00  0.00000000e+00\n",
      "  3.59714286e+00  1.54285714e+00  1.44666667e+00  3.09351293e+00\n",
      "  2.00000000e+00  1.04053333e+01  1.44666667e+00  3.27315068e+00\n",
      "  6.25596852e+00  1.70000000e+01  2.38068493e+01  3.27315068e+00]\n",
      "[0.1695 0.2531 0.1643 0.0252 0.3879 0.    ]\n",
      "\n",
      "Nearest weather station is 0.70 degrees away..\n",
      "\n",
      "[ 2.          2.2         3.2         2.06259199  1.          4.466\n",
      "  1.764       4.59666667  3.45316119  1.          8.68233333  4.96766667\n",
      " -1.23205479 11.10469664  0.         17.46805479 23.20394521  2.8\n",
      "  3.3         3.95714286  1.68086469  2.          3.14085714  2.09714286\n",
      "  5.24333333  2.88971548  4.          6.52766667  3.65633333 -0.88794521\n",
      " 10.91310221  0.         18.02394521 21.68405479  3.7         4.6\n",
      "  4.85714286  1.57920155  3.          2.21285714  2.47314286  6.04333333\n",
      "  3.00983757  6.          7.42166667  3.59833333 -0.35438356 10.9649645\n",
      "  0.         19.12638356 20.79761644  7.          0.          1.34285714\n",
      "  2.37056783  0.          5.32114286  1.34285714  4.63333333 12.10590306\n",
      "  2.         43.48766667  4.63333333  3.42520548  7.61338189 12.\n",
      " 32.09479452  3.42520548]\n",
      "[0.2696 0.2284 0.0698 0.0311 0.401  0.    ]\n",
      "\n",
      "Nearest weather station is 0.49 degrees away..\n",
      "\n",
      "[ 6.          7.5         3.42857143  4.10947139  0.          5.01142857\n",
      "  7.18857143  3.75862069  4.61747186  0.          8.96137931  7.75862069\n",
      " -1.22841226 11.88908469  0.         17.93841226 27.77158774  7.7\n",
      "  8.          5.44285714  2.52408803  3.          2.55714286  4.70285714\n",
      "  4.69655172  3.33977934  1.          5.22344828  5.35655172 -1.03481894\n",
      " 11.82046462  0.         17.86081894 24.68518106  9.5         8.5\n",
      "  7.5         1.58113883  7.          1.97        2.47        5.68965517\n",
      "  3.64221842  2.          7.53034483  6.04965517 -0.75626741 12.22740921\n",
      "  0.         19.25626741 23.87373259  1.          0.          1.25714286\n",
      "  2.69330235  0.          6.13485714  1.25714286  1.9862069   6.29678211\n",
      "  1.         24.6777931   1.9862069   3.67047354  7.10731645 11.\n",
      " 27.60152646  3.67047354]\n",
      "[0.2532 0.1682 0.2613 0.0258 0.2915 0.    ]\n",
      "\n",
      "Nearest weather station is 0.46 degrees away..\n",
      "\n",
      "[ 0.1         0.3         2.62857143  1.79022288  0.          2.60542857\n",
      "  2.51657143  4.27666667  2.96981294  3.          6.37533333  4.38966667\n",
      " -1.04884393 10.34641507  0.         16.04884393 22.18115607  4.3\n",
      "  0.9         2.8         1.19043809  3.          1.482       1.864\n",
      "  4.45        2.68325052  4.          6.557       3.463      -0.73135838\n",
      " 10.0959512   0.         16.64135838 20.96364162  8.5         1.6\n",
      "  3.02857143  2.338934    1.          5.14142857  1.99257143  4.68333333\n",
      "  3.35440838  2.          8.51466667  3.89633333 -0.32615607 10.03783133\n",
      "  0.         17.64615607 21.23384393  8.          1.          2.\n",
      "  2.7774603   0.          5.76        2.          4.93333333 11.65885453\n",
      "  2.         38.06666667  4.93333333  2.61907514  6.67514362  9.\n",
      " 39.64592486  2.61907514]\n",
      "[0.356  0.1807 0.0469 0.0357 0.3753 0.0055]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.2067 0.092  0.1445 0.0426 0.4973 0.0169]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.4367 0.153  0.1011 0.028  0.2812 0.    ]\n",
      "\n",
      "Nearest weather station is 0.49 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 6.          7.5         3.42857143  4.10947139  0.          5.01142857\n",
      "  7.18857143  3.75862069  4.61747186  0.          8.96137931  7.75862069\n",
      " -1.22841226 11.88908469  0.         17.93841226 27.77158774  7.7\n",
      "  8.          5.44285714  2.52408803  3.          2.55714286  4.70285714\n",
      "  4.69655172  3.33977934  1.          5.22344828  5.35655172 -1.03481894\n",
      " 11.82046462  0.         17.86081894 24.68518106  9.5         8.5\n",
      "  7.5         1.58113883  7.          1.97        2.47        5.68965517\n",
      "  3.64221842  2.          7.53034483  6.04965517 -0.75626741 12.22740921\n",
      "  0.         19.25626741 23.87373259  1.          0.          1.25714286\n",
      "  2.69330235  0.          6.13485714  1.25714286  1.9862069   6.29678211\n",
      "  1.         24.6777931   1.9862069   3.67047354  7.10731645 11.\n",
      " 27.60152646  3.67047354]\n",
      "[0.3745 0.1516 0.1983 0.0528 0.2205 0.0023]\n",
      "\n",
      "Nearest weather station is 1.05 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-13.59153633   7.58780466  31.          11.270203    16.861797\n",
      " -14.27400568   7.00053319  36.          11.58000568  14.24099432\n",
      " -15.39668561   7.22862671  39.          14.72668561  16.33331439\n",
      "   1.76666667   3.84521909   7.          15.53433333   1.76666667\n",
      "   2.52408803   3.           2.55714286   4.70285714   4.69655172\n",
      "   3.33977934   1.           5.22344828   5.35655172  -1.03481894\n",
      "  11.82046462   0.          17.86081894  24.68518106   9.5\n",
      "   8.5          7.5          1.58113883   7.           1.97\n",
      "   2.47         5.68965517   3.64221842   2.           7.53034483\n",
      "   6.04965517  -0.75626741  12.22740921   0.          19.25626741\n",
      "  23.87373259   1.           0.           1.25714286   2.69330235\n",
      "   0.           6.13485714   1.25714286   1.9862069    6.29678211\n",
      "   1.          24.6777931    1.9862069    3.67047354   7.10731645\n",
      "  11.          27.60152646   3.67047354]\n",
      "[0.3226 0.1119 0.157  0.0478 0.3491 0.0117]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 9.          7.2         3.81428571  3.58067375  0.          5.07771429\n",
      "  5.60428571  4.92333333  4.38715423  1.          8.64166667  6.92333333\n",
      " -0.59534247 11.7583945   0.         17.59534247 24.76465753  8.8\n",
      "  4.6         4.9         2.28348105  2.          3.792       3.732\n",
      "  5.21        3.34936312  2.          6.442       5.065      -0.65616438\n",
      " 11.84078378  0.         17.65616438 23.89583562  8.8         2.3\n",
      "  6.22857143  2.0946969   4.          2.51142857  3.80857143  5.75\n",
      "  3.60867012  2.          7.76        5.95       -0.43178082 12.24568041\n",
      "  0.         19.91178082 24.26821918  0.          0.          1.17142857\n",
      "  2.86940227  0.          6.53657143  1.17142857  0.9         2.17730721\n",
      "  2.          7.242       0.9         3.15479452  6.60194743 13.\n",
      " 35.82120548  3.15479452]\n",
      "[0.1452 0.1783 0.1042 0.0484 0.524  0.    ]\n",
      "\n",
      "Nearest weather station is 0.48 degrees away..\n",
      "\n",
      "[10.          9.          6.57142857  1.98976975  5.          3.36857143\n",
      "  2.51142857  5.9         2.80726571  8.          4.955       5.61\n",
      " -1.96767123 11.67202675  0.         16.96767123 23.75232877  9.5\n",
      "  7.83333333  5.87012987  1.92748401  3.          3.52987013  1.84012987\n",
      "  7.23333333  2.49491064 17.          4.68666667  4.79833333 -1.41027397\n",
      " 11.92608889  0.         17.09027397 19.84705936  8.6         6.6\n",
      "  4.67142857  2.07757708  2.          3.80857143  2.07142857  6.68333333\n",
      "  3.06072795  3.          8.62666667  4.08333333 -1.73383562 12.73806854\n",
      "  0.         20.20583562 20.06616438  0.          0.          1.28571429\n",
      "  1.48461498  0.          2.65428571  1.28571429  2.3         4.54716029\n",
      "  1.         17.06        2.3         3.24958904  6.26699824 19.\n",
      " 27.11041096  3.24958904]\n",
      "[0.0515 0.5248 0.0488 0.     0.375  0.    ]\n",
      "\n",
      "Nearest weather station is 0.15 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[10.          9.          6.57142857  1.98976975  5.          3.36857143\n",
      "  2.51142857  5.9         2.80726571  8.          4.955       5.61\n",
      " -1.96767123 11.67202675  0.         16.96767123 23.75232877  9.5\n",
      "  7.83333333  5.87012987  1.92748401  3.          3.52987013  1.84012987\n",
      "  7.23333333  2.49491064 17.          4.68666667  4.79833333 -1.41027397\n",
      " 11.92608889  0.         17.09027397 19.84705936  8.6         6.6\n",
      "  4.67142857  2.07757708  2.          3.80857143  2.07142857  6.68333333\n",
      "  3.06072795  3.          8.62666667  4.08333333 -1.73383562 12.73806854\n",
      "  0.         20.20583562 20.06616438  0.          0.          1.28571429\n",
      "  1.48461498  0.          2.65428571  1.28571429  2.3         4.54716029\n",
      "  1.         17.06        2.3         3.24958904  6.26699824 19.\n",
      " 27.11041096  3.24958904]\n",
      "[0.1599 0.1118 0.129  0.0289 0.5609 0.0094]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 3.9         6.5         3.14285714  3.2561402   0.          4.95514286\n",
      "  5.01685714  3.62333333  4.04735991  0.          8.08666667  5.76533333\n",
      " -1.28054795 11.41038363  0.         16.61654795 24.75545205  7.3\n",
      "  4.5         4.42857143  2.17368304  2.          3.05942857  3.33257143\n",
      "  4.46333333  3.4626082   0.          5.56266667  4.90533333 -1.18260274\n",
      " 11.62976131  0.         17.51860274 23.61739726 10.9         2.6\n",
      "  5.84285714  2.44648853  1.          4.82314286  3.15285714  5.45333333\n",
      "  4.16154886  2.          9.03766667  6.72433333 -0.89794521 12.16030269\n",
      "  0.         19.04194521 24.05405479  0.4         0.          1.45714286\n",
      "  2.19795824  0.          3.88285714  1.45714286  1.04        1.74310069\n",
      "  1.          4.302       1.04        2.47934551  5.38694164 12.\n",
      " 25.68465449  2.47934551]\n",
      "[0.4639 0.2351 0.1577 0.0859 0.0575 0.    ]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.406  0.1603 0.1325 0.0372 0.2447 0.0193]\n",
      "\n",
      "Nearest weather station is 1.22 degrees away..\n",
      "\n",
      "[ 9.76981134  5.76981134  5.41266848  3.82393109  0.          4.35714286\n",
      "  6.46285714  6.33647801  4.84206109  2.          9.49833333  7.56666667\n",
      "  0.39611271 12.37043349  0.         18.73369863 27.80630137 11.31716748\n",
      "  8.41716748  7.84573891  2.58496437  5.          3.39342857  4.67857143\n",
      "  7.80716748  3.45073422  8.          6.343       5.5         1.57730447\n",
      " 12.15464105  0.         18.04786301 25.16813699 12.5        10.75\n",
      "  9.96428571  1.60595194  7.          2.44571429  2.84428571  8.975\n",
      "  3.42925526 10.          6.735       5.975       2.39191781 12.37212083\n",
      "  0.         19.78808219 23.57191781  0.          0.          1.65714286\n",
      "  4.05915443  0.          9.24685714  1.65714286  0.85333333  2.38882584\n",
      "  1.          8.83266667  0.85333333  2.41863014  5.52372108  9.\n",
      " 24.06936986  2.41863014]\n",
      "[0.2668 0.1304 0.0924 0.0395 0.4708 0.    ]\n",
      "\n",
      "Nearest weather station is 1.07 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-13.59153633   7.58780466  31.          11.270203    16.861797\n",
      " -14.27400568   7.00053319  36.          11.58000568  14.24099432\n",
      " -15.39668561   7.22862671  39.          14.72668561  16.33331439\n",
      "   1.76666667   3.84521909   7.          15.53433333   1.76666667\n",
      "   2.58496437   5.           3.39342857   4.67857143   7.80716748\n",
      "   3.45073422   8.           6.343        5.5          1.57730447\n",
      "  12.15464105   0.          18.04786301  25.16813699  12.5\n",
      "  10.75         9.96428571   1.60595194   7.           2.44571429\n",
      "   2.84428571   8.975        3.42925526  10.           6.735\n",
      "   5.975        2.39191781  12.37212083   0.          19.78808219\n",
      "  23.57191781   0.           0.           1.65714286   4.05915443\n",
      "   0.           9.24685714   1.65714286   0.85333333   2.38882584\n",
      "   1.           8.83266667   0.85333333   2.41863014   5.52372108\n",
      "   9.          24.06936986   2.41863014]\n",
      "[0.1834 0.0484 0.1711 0.0792 0.5024 0.0155]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 7.          7.          4.          3.34877376  0.          3.\n",
      "  6.7         4.82666667  4.10890767  1.          7.73833333  7.82666667\n",
      " -1.03630137 11.55246965  0.         17.03630137 23.46369863  8.19664804\n",
      "  5.29664804  5.12521947  2.28142455  2.          3.00542857  4.33657143\n",
      "  5.52164804  3.15062824  2.          4.927       6.035      -0.82458483\n",
      " 11.74002062  0.         17.12123288 22.95076712  9.2         3.5\n",
      "  6.38571429  1.94380229  4.          2.71228571  2.85571429  5.63\n",
      "  3.46409199  2.          6.08        6.927      -0.61890411 12.04045261\n",
      "  0.         19.11890411 22.88109589  0.          0.          1.37142857\n",
      "  3.35930022  0.          7.65257143  1.37142857  0.75666667  1.89906702\n",
      "  1.          7.21933333  0.75666667  2.03753425  4.69851581 17.\n",
      " 20.87446575  2.03753425]\n",
      "[0.281  0.1802 0.1246 0.0318 0.378  0.0044]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 7.          7.          4.          3.34877376  0.          3.\n",
      "  6.7         4.82666667  4.10890767  1.          7.73833333  7.82666667\n",
      " -1.03630137 11.55246965  0.         17.03630137 23.46369863  8.19664804\n",
      "  5.29664804  5.12521947  2.28142455  2.          3.00542857  4.33657143\n",
      "  5.52164804  3.15062824  2.          4.927       6.035      -0.82458483\n",
      " 11.74002062  0.         17.12123288 22.95076712  9.2         3.5\n",
      "  6.38571429  1.94380229  4.          2.71228571  2.85571429  5.63\n",
      "  3.46409199  2.          6.08        6.927      -0.61890411 12.04045261\n",
      "  0.         19.11890411 22.88109589  0.          0.          1.37142857\n",
      "  3.35930022  0.          7.65257143  1.37142857  0.75666667  1.89906702\n",
      "  1.          7.21933333  0.75666667  2.03753425  4.69851581 17.\n",
      " 20.87446575  2.03753425]\n",
      "[0.4045 0.2063 0.1147 0.0328 0.2355 0.0063]\n",
      "\n",
      "Nearest weather station is 1.12 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-13.59153633   7.58780466  31.          11.270203    16.861797\n",
      " -14.27400568   7.00053319  36.          11.58000568  14.24099432\n",
      " -15.39668561   7.22862671  39.          14.72668561  16.33331439\n",
      "   1.76666667   3.84521909   7.          15.53433333   1.76666667\n",
      "   2.28142455   2.           3.00542857   4.33657143   5.52164804\n",
      "   3.15062824   2.           4.927        6.035       -0.82458483\n",
      "  11.74002062   0.          17.12123288  22.95076712   9.2\n",
      "   3.5          6.38571429   1.94380229   4.           2.71228571\n",
      "   2.85571429   5.63         3.46409199   2.           6.08\n",
      "   6.927       -0.61890411  12.04045261   0.          19.11890411\n",
      "  22.88109589   0.           0.           1.37142857   3.35930022\n",
      "   0.           7.65257143   1.37142857   0.75666667   1.89906702\n",
      "   1.           7.21933333   0.75666667   2.03753425   4.69851581\n",
      "  17.          20.87446575   2.03753425]\n",
      "[0.1506 0.459  0.1084 0.0254 0.2546 0.0021]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-13.59153633   7.58780466  31.          11.270203    16.861797\n",
      " -14.27400568   7.00053319  36.          11.58000568  14.24099432\n",
      " -15.39668561   7.22862671  39.          14.72668561  16.33331439\n",
      "   1.76666667   3.84521909   7.          15.53433333   1.76666667\n",
      "   2.28142455   2.           3.00542857   4.33657143   5.52164804\n",
      "   3.15062824   2.           4.927        6.035       -0.82458483\n",
      "  11.74002062   0.          17.12123288  22.95076712   9.2\n",
      "   3.5          6.38571429   1.94380229   4.           2.71228571\n",
      "   2.85571429   5.63         3.46409199   2.           6.08\n",
      "   6.927       -0.61890411  12.04045261   0.          19.11890411\n",
      "  22.88109589   0.           0.           1.37142857   3.35930022\n",
      "   0.           7.65257143   1.37142857   0.75666667   1.89906702\n",
      "   1.           7.21933333   0.75666667   2.03753425   4.69851581\n",
      "  17.          20.87446575   2.03753425]\n",
      "[0.2179 0.1438 0.1401 0.035  0.4612 0.0021]\n",
      "\n",
      "Nearest weather station is 0.80 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-13.59153633   7.58780466  31.          11.270203    16.861797\n",
      " -14.27400568   7.00053319  36.          11.58000568  14.24099432\n",
      " -15.39668561   7.22862671  39.          14.72668561  16.33331439\n",
      "   1.76666667   3.84521909   7.          15.53433333   1.76666667\n",
      "   2.28142455   2.           3.00542857   4.33657143   5.52164804\n",
      "   3.15062824   2.           4.927        6.035       -0.82458483\n",
      "  11.74002062   0.          17.12123288  22.95076712   9.2\n",
      "   3.5          6.38571429   1.94380229   4.           2.71228571\n",
      "   2.85571429   5.63         3.46409199   2.           6.08\n",
      "   6.927       -0.61890411  12.04045261   0.          19.11890411\n",
      "  22.88109589   0.           0.           1.37142857   3.35930022\n",
      "   0.           7.65257143   1.37142857   0.75666667   1.89906702\n",
      "   1.           7.21933333   0.75666667   2.03753425   4.69851581\n",
      "  17.          20.87446575   2.03753425]\n",
      "[0.1254 0.4727 0.1318 0.0244 0.2458 0.    ]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.2359 0.2821 0.0933 0.0243 0.3623 0.0021]\n",
      "\n",
      "Nearest weather station is 1.13 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-13.59153633   7.58780466  31.          11.270203    16.861797\n",
      " -14.27400568   7.00053319  36.          11.58000568  14.24099432\n",
      " -15.39668561   7.22862671  39.          14.72668561  16.33331439\n",
      "   1.76666667   3.84521909   7.          15.53433333   1.76666667\n",
      "   1.18975216   6.           1.68428571   2.09571429   5.01333333\n",
      "   3.10995534   2.           5.93566667   4.69733333  -0.90082192\n",
      "  11.43038366   0.          16.93682192  22.83517808   8.9\n",
      "   1.6          5.52857143   2.14457074   3.           3.26342857\n",
      "   3.76057143   5.26666667   3.86016695   2.           7.71733333\n",
      "   6.03766667  -0.80684932  11.95379608   0.          19.00684932\n",
      "  23.60915068   0.           0.           1.95714286   3.20350573\n",
      "   0.           6.25685714   1.95714286   1.68         3.23144962\n",
      "   2.           8.859        1.68         3.40849315   7.29305988\n",
      "  13.          31.92350685   3.40849315]\n",
      "[0.1336 0.4714 0.1045 0.0251 0.2653 0.    ]\n",
      "\n",
      "Nearest weather station is 1.14 degrees away..\n",
      "\n",
      "[ 6.6         6.8         5.5         2.52416889  1.          2.746\n",
      "  4.158       5.26666667  3.11826162  3.          5.79533333  6.07666667\n",
      " -3.26991279 14.93118097  0.         19.56891279 32.33658721  7.1\n",
      "  5.6         5.04285714  1.56921923  4.          2.02114286  2.99885714\n",
      "  5.31        3.05574323  4.          6.939       4.181      -0.97601744\n",
      " 12.53940298  0.         19.11801744 24.47553811  7.4         4.1\n",
      "  4.31428571  2.05108234  2.          3.07371429  2.11428571  5.09333333\n",
      "  4.25518768  2.          9.92666667  6.55833333  0.04651163 12.11943744\n",
      "  0.         20.51048837 23.15613663 -0.14513619 -0.14513619 -0.06477904\n",
      "  0.12745047  0.          0.21739286  0.08035714 -0.08346952  0.11871418\n",
      "  0.          0.38033333  0.06166667 -0.0877234   0.28622372  4.\n",
      "  1.22758721  0.05741279]\n",
      "[0.1529 0.2703 0.0481 0.0359 0.4929 0.    ]\n",
      "\n",
      "Nearest weather station is 0.10 degrees away..\n",
      "\n",
      "[ 7.          7.          4.          3.34877376  0.          3.\n",
      "  6.7         4.82666667  4.10890767  1.          7.73833333  7.82666667\n",
      " -1.03630137 11.55246965  0.         17.03630137 23.46369863  8.19664804\n",
      "  5.29664804  5.12521947  2.28142455  2.          3.00542857  4.33657143\n",
      "  5.52164804  3.15062824  2.          4.927       6.035      -0.82458483\n",
      " 11.74002062  0.         17.12123288 22.95076712  9.2         3.5\n",
      "  6.38571429  1.94380229  4.          2.71228571  2.85571429  5.63\n",
      "  3.46409199  2.          6.08        6.927      -0.61890411 12.04045261\n",
      "  0.         19.11890411 22.88109589  0.          0.          1.37142857\n",
      "  3.35930022  0.          7.65257143  1.37142857  0.75666667  1.89906702\n",
      "  1.          7.21933333  0.75666667  2.03753425  4.69851581 17.\n",
      " 20.87446575  2.03753425]\n",
      "[0.2446 0.1382 0.1231 0.0388 0.4553 0.    ]\n",
      "\n",
      "Nearest weather station is 0.55 degrees away..\n",
      "\n",
      "[10.4         7.4         5.11428571  4.03429178  0.          5.16571429\n",
      "  5.68428571  5.66666667  4.59440078  1.          8.86333333  7.62166667\n",
      "  0.22260274 11.02632707  0.         17.35739726 24.54260274  9.9\n",
      "  7.2         5.71428571  2.43980595  2.          4.03571429  3.23628571\n",
      "  5.585       3.66302243  3.          6.467       6.095      -0.03726027\n",
      " 11.12052358  0.         17.30926027 22.74273973  9.4         6.9\n",
      "  6.25714286  1.84612114  4.          3.05285714  2.32714286  5.01333333\n",
      "  3.95455293  1.          7.66166667  7.67833333 -0.31958904 11.63639232\n",
      "  0.         19.21958904 23.96041096  0.4         1.2         0.91428571\n",
      "  1.16549017  1.          2.54171429  0.91428571  1.78        4.13194063\n",
      "  1.         16.262       1.78        3.69452055  6.70898762 18.\n",
      " 28.27347945  3.69452055]\n",
      "[0.1396 0.467  0.0946 0.0216 0.2772 0.    ]\n",
      "\n",
      "Nearest weather station is 0.06 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 8.5         4.5         4.          2.99337894  0.          4.41\n",
      "  5.26        4.325       4.09710546  1.          8.03        7.245\n",
      " -1.20958904 12.16376299  0.         17.70958904 28.29041096  9.2\n",
      "  8.86        7.4         2.38830484  6.          1.7796      5.352\n",
      "  5.97952381  3.29077102  4.          4.66247619  5.27952381 -0.62082192\n",
      " 11.98802516  0.         17.19282192 25.35917808  9.3         8.3\n",
      "  7.3         1.41421356  7.          1.94        2.82        6.08055556\n",
      "  3.48478727  2.          7.21944444  7.20055556 -0.62589041 12.06682705\n",
      "  0.         19.10589041 24.43410959  0.          2.          1.71428571\n",
      "  3.45229885  0.          7.80571429  1.71428571  0.87619048  2.45662601\n",
      "  2.          8.54380952  0.87619048  3.25917808  7.07106047 12.\n",
      " 30.74082192  3.25917808]\n",
      "[0.1393 0.1345 0.1385 0.0308 0.5569 0.    ]\n",
      "\n",
      "Nearest weather station is 1.28 degrees away..\n",
      "\n",
      "\n",
      "Nearest weather station is 1.42 degrees away..\n",
      "\n",
      "[10.          9.          6.57142857  1.98976975  5.          3.36857143\n",
      "  2.51142857  5.9         2.80726571  8.          4.955       5.61\n",
      " -1.96767123 11.67202675  0.         16.96767123 23.75232877  9.5\n",
      "  7.83333333  5.87012987  1.92748401  3.          3.52987013  1.84012987\n",
      "  7.23333333  2.49491064 17.          4.68666667  4.79833333 -1.41027397\n",
      " 11.92608889  0.         17.09027397 19.84705936  8.6         6.6\n",
      "  4.67142857  2.07757708  2.          3.80857143  2.07142857  6.68333333\n",
      "  3.06072795  3.          8.62666667  4.08333333 -1.73383562 12.73806854\n",
      "  0.         20.20583562 20.06616438  0.          0.          1.28571429\n",
      "  1.48461498  0.          2.65428571  1.28571429  2.3         4.54716029\n",
      "  1.         17.06        2.3         3.24958904  6.26699824 19.\n",
      " 27.11041096  3.24958904]\n",
      "[0.1535 0.3064 0.0545 0.022  0.4603 0.0033]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[ 7.          7.          4.          3.34877376  0.          3.\n",
      "  6.7         4.82666667  4.10890767  1.          7.73833333  7.82666667\n",
      " -1.03630137 11.55246965  0.         17.03630137 23.46369863  8.19664804\n",
      "  5.29664804  5.12521947  2.28142455  2.          3.00542857  4.33657143\n",
      "  5.52164804  3.15062824  2.          4.927       6.035      -0.82458483\n",
      " 11.74002062  0.         17.12123288 22.95076712  9.2         3.5\n",
      "  6.38571429  1.94380229  4.          2.71228571  2.85571429  5.63\n",
      "  3.46409199  2.          6.08        6.927      -0.61890411 12.04045261\n",
      "  0.         19.11890411 22.88109589  0.          0.          1.37142857\n",
      "  3.35930022  0.          7.65257143  1.37142857  0.75666667  1.89906702\n",
      "  1.          7.21933333  0.75666667  2.03753425  4.69851581 17.\n",
      " 20.87446575  2.03753425]\n",
      "[0.1338 0.2735 0.0773 0.0266 0.4888 0.    ]\n",
      "\n",
      "Nearest weather station is 0.01 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.5565 0.2733 0.0772 0.0442 0.0436 0.0052]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.4462 0.1622 0.1516 0.0771 0.1589 0.004 ]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.3308 0.1053 0.3953 0.0431 0.1255 0.    ]\n",
      "\n",
      "Nearest weather station is 0.57 degrees away..\n",
      "\n",
      "[ 6.          7.5         3.42857143  4.10947139  0.          5.01142857\n",
      "  7.18857143  3.75862069  4.61747186  0.          8.96137931  7.75862069\n",
      " -1.22841226 11.88908469  0.         17.93841226 27.77158774  7.7\n",
      "  8.          5.44285714  2.52408803  3.          2.55714286  4.70285714\n",
      "  4.69655172  3.33977934  1.          5.22344828  5.35655172 -1.03481894\n",
      " 11.82046462  0.         17.86081894 24.68518106  9.5         8.5\n",
      "  7.5         1.58113883  7.          1.97        2.47        5.68965517\n",
      "  3.64221842  2.          7.53034483  6.04965517 -0.75626741 12.22740921\n",
      "  0.         19.25626741 23.87373259  1.          0.          1.25714286\n",
      "  2.69330235  0.          6.13485714  1.25714286  1.9862069   6.29678211\n",
      "  1.         24.6777931   1.9862069   3.67047354  7.10731645 11.\n",
      " 27.60152646  3.67047354]\n",
      "[0.4147 0.0763 0.0874 0.0284 0.3869 0.0062]\n",
      "\n",
      "Nearest weather station is 0.00 degrees away..\n",
      "\n",
      "[ 8.4         8.9         6.32857143  2.82120252  2.          2.57142857\n",
      "  4.77857143  7.          3.8824391   4.          6.965       7.165\n",
      "  1.59273973 11.42955499  0.         16.66726027 24.87273973 11.\n",
      "  7.5         7.61428571  1.9945845   6.          3.29571429  3.00628571\n",
      "  7.58333333  3.23955587 11.          5.27166667  4.72533333  2.12136986\n",
      " 11.54235269  0.         16.75063014 23.62136986 13.6         6.1\n",
      "  8.88571429  2.24971654  6.          4.50428571  2.69571429  8.13333333\n",
      "  3.64904858  8.          6.82166667  6.74333333  2.58835616 11.94938289\n",
      "  0.         18.01164384 23.84835616  0.          0.8         1.74285714\n",
      "  3.95216293  0.          9.02114286  1.74285714  1.28666667  2.91738848\n",
      "  2.          9.64933333  1.28666667  2.89205479  5.28572365 13.\n",
      " 21.37994521  2.89205479]\n",
      "[0.4694 0.2583 0.1055 0.0691 0.0953 0.0024]\n",
      "\n",
      "Nearest weather station is 1.51 degrees away..\n",
      "\n",
      "[ 5.6        11.5         4.95714286  4.11507929  0.          6.39285714\n",
      "  6.11914286  3.13666667  4.2361526   0.          8.27633333  6.74066667\n",
      "  9.04038462  5.25317705  6.          9.04161538 10.92238462  7.2\n",
      " 11.5         5.64285714  3.07843056  1.          5.59914286  4.13485714\n",
      "  4.09333333  4.23382674  1.          8.54266667  5.73233333  9.88653846\n",
      "  5.00776431 16.          7.50746154 10.88353846  8.8        11.4\n",
      "  6.28571429  2.54750779  2.          4.95828571  2.26171429  5.01333333\n",
      "  5.19196388  0.         10.19966667  9.49133333 10.68076923  5.5507809\n",
      " 13.          9.31623077 13.83876923  4.15862069  3.65862069  2.80147783\n",
      "  3.12494898  0.          5.58714286  3.14285714  1.37528736  2.68540293\n",
      "  2.          7.13833333  1.71666667  2.83169761  6.33472164  6.\n",
      " 21.78192308  3.17307692]\n",
      "[0.2425 0.3271 0.1543 0.0501 0.2234 0.0026]\n",
      "\n",
      "Nearest weather station is 1.16 degrees away..\n",
      "\n",
      "[ 1.08000000e+01  9.30000000e+00  5.58571429e+00  3.90838972e+00\n",
      "  0.00000000e+00  5.12428571e+00  5.22571429e+00  6.23333333e+00\n",
      "  4.54373806e+00  1.00000000e+00  7.77666667e+00  7.64333333e+00\n",
      "  1.10136986e-01  1.19761810e+01  0.00000000e+00  1.79098630e+01\n",
      "  2.59901370e+01  1.14000000e+01  8.10000000e+00  6.47142857e+00\n",
      "  2.71804251e+00  1.00000000e+00  4.73057143e+00  2.87142857e+00\n",
      "  6.29333333e+00  3.65749763e+00  4.00000000e+00  5.66166667e+00\n",
      "  6.17133333e+00  3.55205479e-01  1.16604742e+01  0.00000000e+00\n",
      "  1.71167945e+01  2.43072055e+01  1.13000000e+01  6.30000000e+00\n",
      "  6.72857143e+00  1.98976975e+00  4.00000000e+00  4.33142857e+00\n",
      "  1.42857143e+00  5.71666667e+00  3.75518161e+00  3.00000000e+00\n",
      "  7.29333333e+00  6.41666667e+00 -1.50684932e-02  1.17748870e+01\n",
      "  0.00000000e+00  1.93150685e+01  2.40449315e+01  0.00000000e+00\n",
      "  1.20000000e+00  1.54285714e+00  2.05277314e+00  0.00000000e+00\n",
      "  3.59714286e+00  1.54285714e+00  1.44666667e+00  3.09351293e+00\n",
      "  2.00000000e+00  1.04053333e+01  1.44666667e+00  3.27315068e+00\n",
      "  6.25596852e+00  1.70000000e+01  2.38068493e+01  3.27315068e+00]\n",
      "[0.1627 0.     0.1269 0.0323 0.3202 0.358 ]\n",
      "\n",
      "Nearest weather station is 1.13 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-1.35915363e+01  7.58780466e+00  3.10000000e+01  1.12702030e+01\n",
      "  1.68617970e+01 -1.42740057e+01  7.00053319e+00  3.60000000e+01\n",
      "  1.15800057e+01  1.42409943e+01 -1.53966856e+01  7.22862671e+00\n",
      "  3.90000000e+01  1.47266856e+01  1.63333144e+01  1.76666667e+00\n",
      "  3.84521909e+00  7.00000000e+00  1.55343333e+01  1.76666667e+00\n",
      "  2.71804251e+00  1.00000000e+00  4.73057143e+00  2.87142857e+00\n",
      "  6.29333333e+00  3.65749763e+00  4.00000000e+00  5.66166667e+00\n",
      "  6.17133333e+00  3.55205479e-01  1.16604742e+01  0.00000000e+00\n",
      "  1.71167945e+01  2.43072055e+01  1.13000000e+01  6.30000000e+00\n",
      "  6.72857143e+00  1.98976975e+00  4.00000000e+00  4.33142857e+00\n",
      "  1.42857143e+00  5.71666667e+00  3.75518161e+00  3.00000000e+00\n",
      "  7.29333333e+00  6.41666667e+00 -1.50684932e-02  1.17748870e+01\n",
      "  0.00000000e+00  1.93150685e+01  2.40449315e+01  0.00000000e+00\n",
      "  1.20000000e+00  1.54285714e+00  2.05277314e+00  0.00000000e+00\n",
      "  3.59714286e+00  1.54285714e+00  1.44666667e+00  3.09351293e+00\n",
      "  2.00000000e+00  1.04053333e+01  1.44666667e+00  3.27315068e+00\n",
      "  6.25596852e+00  1.70000000e+01  2.38068493e+01  3.27315068e+00]\n",
      "[0.1754 0.2566 0.1176 0.0327 0.4176 0.    ]\n",
      "\n",
      "Nearest weather station is 0.21 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 7.          7.          4.          3.34877376  0.          3.\n",
      "  6.7         4.82666667  4.10890767  1.          7.73833333  7.82666667\n",
      " -1.03630137 11.55246965  0.         17.03630137 23.46369863  8.19664804\n",
      "  5.29664804  5.12521947  2.28142455  2.          3.00542857  4.33657143\n",
      "  5.52164804  3.15062824  2.          4.927       6.035      -0.82458483\n",
      " 11.74002062  0.         17.12123288 22.95076712  9.2         3.5\n",
      "  6.38571429  1.94380229  4.          2.71228571  2.85571429  5.63\n",
      "  3.46409199  2.          6.08        6.927      -0.61890411 12.04045261\n",
      "  0.         19.11890411 22.88109589  0.          0.          1.37142857\n",
      "  3.35930022  0.          7.65257143  1.37142857  0.75666667  1.89906702\n",
      "  1.          7.21933333  0.75666667  2.03753425  4.69851581 17.\n",
      " 20.87446575  2.03753425]\n",
      "[0.1497 0.1398 0.1515 0.0285 0.5305 0.    ]\n",
      "\n",
      "Nearest weather station is 3.48 degrees away..\n",
      "\n",
      "[ 5.4         5.7         5.04285714  1.85846107  3.          3.03114286\n",
      "  2.62485714  5.88        2.65008176  4.          4.564       3.824\n",
      " -1.03683432 10.35030983  0.         16.46283432 22.69316568  5.2\n",
      "  4.8         4.88571429  0.91093135  7.          1.37228571  1.45571429\n",
      "  5.905       2.34012464  3.          5.5315      2.477      -0.54319527\n",
      "  9.47608873  0.         15.40619527 18.76080473  5.3         4.2\n",
      "  5.05714286  1.51738228  5.          2.52285714  2.64314286  6.04833333\n",
      "  2.24778533  4.          5.33916667  3.48233333  0.3112426   8.82144369\n",
      "  0.         15.8147574  17.1632426   1.7        -0.3         0.84285714\n",
      "  0.96489399  0.          1.60914286  1.13085714  1.49333333  3.13973813\n",
      "  1.          9.36666667  1.79333333  0.20054303  0.72329191  3.\n",
      "  1.31445697  0.50054303]\n",
      "[0.127  0.2902 0.0868 0.0257 0.4602 0.0101]\n",
      "\n",
      "Nearest weather station is 0.24 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 2.14545455  2.62379449  0.          4.14454545  3.41545455 -1.89537572\n",
      " 10.15933362  0.         15.85037572 19.36962428  3.19090909  2.81375018\n",
      "  0.          4.75909091  4.85090909 -1.38352601 10.17034907  0.\n",
      " 16.12352601 20.21647399  5.21818182  2.89130929  2.          4.77181818\n",
      "  4.91818182 -0.46473988 10.39299311  0.         17.60473988 20.62026012\n",
      "  3.7         9.6597572   1.         27.27        3.7         2.99971098\n",
      "  6.86952935 14.         32.13028902  2.99971098  2.64314286  6.04833333\n",
      "  2.24778533  4.          5.33916667  3.48233333  0.3112426   8.82144369\n",
      "  0.         15.8147574  17.1632426   1.7        -0.3         0.84285714\n",
      "  0.96489399  0.          1.60914286  1.13085714  1.49333333  3.13973813\n",
      "  1.          9.36666667  1.79333333  0.20054303  0.72329191  3.\n",
      "  1.31445697  0.50054303]\n",
      "[0.2009 0.1827 0.1034 0.0163 0.4469 0.0498]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[ 7.          7.          4.          3.34877376  0.          3.\n",
      "  6.7         4.82666667  4.10890767  1.          7.73833333  7.82666667\n",
      " -1.03630137 11.55246965  0.         17.03630137 23.46369863  8.19664804\n",
      "  5.29664804  5.12521947  2.28142455  2.          3.00542857  4.33657143\n",
      "  5.52164804  3.15062824  2.          4.927       6.035      -0.82458483\n",
      " 11.74002062  0.         17.12123288 22.95076712  9.2         3.5\n",
      "  6.38571429  1.94380229  4.          2.71228571  2.85571429  5.63\n",
      "  3.46409199  2.          6.08        6.927      -0.61890411 12.04045261\n",
      "  0.         19.11890411 22.88109589  0.          0.          1.37142857\n",
      "  3.35930022  0.          7.65257143  1.37142857  0.75666667  1.89906702\n",
      "  1.          7.21933333  0.75666667  2.03753425  4.69851581 17.\n",
      " 20.87446575  2.03753425]\n",
      "[0.1736 0.195  0.1326 0.042  0.4568 0.    ]\n",
      "\n",
      "Nearest weather station is 0.14 degrees away..\n",
      "\n",
      "[ 9.76981134  5.76981134  5.41266848  3.82393109  0.          4.35714286\n",
      "  6.46285714  6.33647801  4.84206109  2.          9.49833333  7.56666667\n",
      "  0.39611271 12.37043349  0.         18.73369863 27.80630137 11.31716748\n",
      "  8.41716748  7.84573891  2.58496437  5.          3.39342857  4.67857143\n",
      "  7.80716748  3.45073422  8.          6.343       5.5         1.57730447\n",
      " 12.15464105  0.         18.04786301 25.16813699 12.5        10.75\n",
      "  9.96428571  1.60595194  7.          2.44571429  2.84428571  8.975\n",
      "  3.42925526 10.          6.735       5.975       2.39191781 12.37212083\n",
      "  0.         19.78808219 23.57191781  0.          0.          1.65714286\n",
      "  4.05915443  0.          9.24685714  1.65714286  0.85333333  2.38882584\n",
      "  1.          8.83266667  0.85333333  2.41863014  5.52372108  9.\n",
      " 24.06936986  2.41863014]\n",
      "[0.1361 0.1445 0.1448 0.0334 0.5357 0.0055]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 9.76981134  5.76981134  5.41266848  3.82393109  0.          4.35714286\n",
      "  6.46285714  6.33647801  4.84206109  2.          9.49833333  7.56666667\n",
      "  0.39611271 12.37043349  0.         18.73369863 27.80630137 11.31716748\n",
      "  8.41716748  7.84573891  2.58496437  5.          3.39342857  4.67857143\n",
      "  7.80716748  3.45073422  8.          6.343       5.5         1.57730447\n",
      " 12.15464105  0.         18.04786301 25.16813699 12.5        10.75\n",
      "  9.96428571  1.60595194  7.          2.44571429  2.84428571  8.975\n",
      "  3.42925526 10.          6.735       5.975       2.39191781 12.37212083\n",
      "  0.         19.78808219 23.57191781  0.          0.          1.65714286\n",
      "  4.05915443  0.          9.24685714  1.65714286  0.85333333  2.38882584\n",
      "  1.          8.83266667  0.85333333  2.41863014  5.52372108  9.\n",
      " 24.06936986  2.41863014]\n",
      "[0.1009 0.4354 0.0471 0.02   0.3965 0.    ]\n",
      "\n",
      "Nearest weather station is 0.03 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.1867 0.0739 0.1626 0.0459 0.52   0.0109]\n",
      "\n",
      "Nearest weather station is 0.41 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.2225 0.1538 0.1354 0.0384 0.4499 0.    ]\n",
      "\n",
      "Nearest weather station is 0.18 degrees away..\n",
      "\n",
      "[ 8.3         8.3         2.8         4.83292281  0.          5.5\n",
      "  6.38        3.98333333  5.07688115  0.          9.02666667  7.68333333\n",
      " -1.12958904 11.86149295  0.         17.42958904 27.75041096  9.1\n",
      "  6.1         4.71428571  2.77613738  1.          4.29571429  3.55428571\n",
      "  5.15333333  3.53079154  2.          6.15666667  5.19533333 -0.47890411\n",
      " 11.68574211  0.         17.07890411 24.92109589  9.3         3.3\n",
      "  6.01428571  1.74963553  6.          3.16571429  2.59428571  5.7\n",
      "  3.46265794  2.          7.31        5.4        -0.44273973 11.99534079\n",
      "  0.         18.74273973 23.97726027  0.          0.          1.35714286\n",
      "  2.60102021  0.          5.81285714  1.35714286  1.66666667  4.02768199\n",
      "  2.         14.38333333  1.66666667  3.44273973  6.91303578  9.\n",
      " 28.73726027  3.44273973]\n",
      "[0.1386 0.2125 0.1401 0.0351 0.4736 0.    ]\n",
      "\n",
      "Nearest weather station is 1.34 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[-13.59153633   7.58780466  31.          11.270203    16.861797\n",
      " -14.27400568   7.00053319  36.          11.58000568  14.24099432\n",
      " -15.39668561   7.22862671  39.          14.72668561  16.33331439\n",
      "   1.76666667   3.84521909   7.          15.53433333   1.76666667\n",
      "   2.77613738   1.           4.29571429   3.55428571   5.15333333\n",
      "   3.53079154   2.           6.15666667   5.19533333  -0.47890411\n",
      "  11.68574211   0.          17.07890411  24.92109589   9.3\n",
      "   3.3          6.01428571   1.74963553   6.           3.16571429\n",
      "   2.59428571   5.7          3.46265794   2.           7.31\n",
      "   5.4         -0.44273973  11.99534079   0.          18.74273973\n",
      "  23.97726027   0.           0.           1.35714286   2.60102021\n",
      "   0.           5.81285714   1.35714286   1.66666667   4.02768199\n",
      "   2.          14.38333333   1.66666667   3.44273973   6.91303578\n",
      "   9.          28.73726027   3.44273973]\n",
      "[0.1765 0.1737 0.1035 0.0404 0.4961 0.0097]\n",
      "\n",
      "Nearest weather station is 0.05 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.285  0.1581 0.1446 0.036  0.3763 0.    ]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 3.4         8.          3.97142857  3.07743599  0.          4.02257143\n",
      "  4.83342857  4.71666667  3.90914171  1.          7.43533333  6.14266667\n",
      " -0.3290411  11.30243908  0.         16.6010411  23.4789589   6.9\n",
      "  5.2         5.          1.78885438  2.          2.652       2.974\n",
      "  5.23666667  3.40700096  2.          5.43433333  5.10766667 -0.36876712\n",
      " 11.5848394   0.         17.60476712 23.03123288 10.4         2.3\n",
      "  6.          2.33666429  2.          4.22        3.55        5.71\n",
      "  3.89447044  2.          7.261       6.394      -0.42547945 12.1020561\n",
      "  0.         19.26147945 23.91852055  0.          0.4         1.8\n",
      "  2.72763634  0.          4.564       1.8         1.22666667  2.26846987\n",
      "  1.          6.02533333  1.22666667  2.98136986  6.67292081 12.\n",
      " 30.62663014  2.98136986]\n",
      "[0.6172 0.1721 0.0899 0.     0.1134 0.0074]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.5726 0.1488 0.1068 0.0281 0.1361 0.0076]\n",
      "\n",
      "Nearest weather station is 0.59 degrees away..\n",
      "\n",
      "[ 1.08000000e+01  9.30000000e+00  5.58571429e+00  3.90838972e+00\n",
      "  0.00000000e+00  5.12428571e+00  5.22571429e+00  6.23333333e+00\n",
      "  4.54373806e+00  1.00000000e+00  7.77666667e+00  7.64333333e+00\n",
      "  1.10136986e-01  1.19761810e+01  0.00000000e+00  1.79098630e+01\n",
      "  2.59901370e+01  1.14000000e+01  8.10000000e+00  6.47142857e+00\n",
      "  2.71804251e+00  1.00000000e+00  4.73057143e+00  2.87142857e+00\n",
      "  6.29333333e+00  3.65749763e+00  4.00000000e+00  5.66166667e+00\n",
      "  6.17133333e+00  3.55205479e-01  1.16604742e+01  0.00000000e+00\n",
      "  1.71167945e+01  2.43072055e+01  1.13000000e+01  6.30000000e+00\n",
      "  6.72857143e+00  1.98976975e+00  4.00000000e+00  4.33142857e+00\n",
      "  1.42857143e+00  5.71666667e+00  3.75518161e+00  3.00000000e+00\n",
      "  7.29333333e+00  6.41666667e+00 -1.50684932e-02  1.17748870e+01\n",
      "  0.00000000e+00  1.93150685e+01  2.40449315e+01  0.00000000e+00\n",
      "  1.20000000e+00  1.54285714e+00  2.05277314e+00  0.00000000e+00\n",
      "  3.59714286e+00  1.54285714e+00  1.44666667e+00  3.09351293e+00\n",
      "  2.00000000e+00  1.04053333e+01  1.44666667e+00  3.27315068e+00\n",
      "  6.25596852e+00  1.70000000e+01  2.38068493e+01  3.27315068e+00]\n",
      "[0.2102 0.2389 0.0776 0.0337 0.4396 0.    ]\n",
      "\n",
      "Nearest weather station is 0.15 degrees away..\n",
      "\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "I give up\n",
      "[ 1.08000000e+01  9.30000000e+00  5.58571429e+00  3.90838972e+00\n",
      "  0.00000000e+00  5.12428571e+00  5.22571429e+00  6.23333333e+00\n",
      "  4.54373806e+00  1.00000000e+00  7.77666667e+00  7.64333333e+00\n",
      "  1.10136986e-01  1.19761810e+01  0.00000000e+00  1.79098630e+01\n",
      "  2.59901370e+01  1.14000000e+01  8.10000000e+00  6.47142857e+00\n",
      "  2.71804251e+00  1.00000000e+00  4.73057143e+00  2.87142857e+00\n",
      "  6.29333333e+00  3.65749763e+00  4.00000000e+00  5.66166667e+00\n",
      "  6.17133333e+00  3.55205479e-01  1.16604742e+01  0.00000000e+00\n",
      "  1.71167945e+01  2.43072055e+01  1.13000000e+01  6.30000000e+00\n",
      "  6.72857143e+00  1.98976975e+00  4.00000000e+00  4.33142857e+00\n",
      "  1.42857143e+00  5.71666667e+00  3.75518161e+00  3.00000000e+00\n",
      "  7.29333333e+00  6.41666667e+00 -1.50684932e-02  1.17748870e+01\n",
      "  0.00000000e+00  1.93150685e+01  2.40449315e+01  0.00000000e+00\n",
      "  1.20000000e+00  1.54285714e+00  2.05277314e+00  0.00000000e+00\n",
      "  3.59714286e+00  1.54285714e+00  1.44666667e+00  3.09351293e+00\n",
      "  2.00000000e+00  1.04053333e+01  1.44666667e+00  3.27315068e+00\n",
      "  6.25596852e+00  1.70000000e+01  2.38068493e+01  3.27315068e+00]\n",
      "[0.2138 0.1963 0.1251 0.0366 0.4282 0.    ]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[10.9         7.9         3.75714286  4.67297921  0.          6.96285714\n",
      "  6.73714286  5.16666667  4.9188978   1.          9.44333333  8.26666667\n",
      " -0.5509589  11.94251209  0.         18.4509589  28.9090411  10.3\n",
      "  7.3         5.22857143  2.87139303  1.          4.89142857  3.39857143\n",
      "  5.70833333  3.6989488   2.          6.80166667  6.76333333  0.03328767\n",
      " 11.55643003  0.         17.94671233 25.23328767  9.          6.\n",
      "  6.          1.41421356  6.          2.82        1.94        5.5\n",
      "  3.44480285  2.          6.92        7.21       -0.04232877 11.72978786\n",
      "  0.         18.40232877 24.31767123  1.4         0.          1.34285714\n",
      "  1.97618474  1.          4.38114286  1.34285714  1.74666667  4.63117936\n",
      "  1.         18.06333333  1.74666667  3.46465753  6.66870304 18.\n",
      " 25.25534247  3.46465753]\n",
      "[0.1953 0.1636 0.1311 0.     0.5008 0.0092]\n",
      "\n",
      "Nearest weather station is 0.08 degrees away..\n",
      "\n",
      "[ 7.          7.          4.          3.34877376  0.          3.\n",
      "  6.7         4.82666667  4.10890767  1.          7.73833333  7.82666667\n",
      " -1.03630137 11.55246965  0.         17.03630137 23.46369863  8.19664804\n",
      "  5.29664804  5.12521947  2.28142455  2.          3.00542857  4.33657143\n",
      "  5.52164804  3.15062824  2.          4.927       6.035      -0.82458483\n",
      " 11.74002062  0.         17.12123288 22.95076712  9.2         3.5\n",
      "  6.38571429  1.94380229  4.          2.71228571  2.85571429  5.63\n",
      "  3.46409199  2.          6.08        6.927      -0.61890411 12.04045261\n",
      "  0.         19.11890411 22.88109589  0.          0.          1.37142857\n",
      "  3.35930022  0.          7.65257143  1.37142857  0.75666667  1.89906702\n",
      "  1.          7.21933333  0.75666667  2.03753425  4.69851581 17.\n",
      " 20.87446575  2.03753425]\n",
      "[0.1653 0.1397 0.1346 0.0317 0.5235 0.0052]\n",
      "\n",
      "Nearest weather station is 0.47 degrees away..\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 1.08000000e+01  9.30000000e+00  5.58571429e+00  3.90838972e+00\n",
      "  0.00000000e+00  5.12428571e+00  5.22571429e+00  6.23333333e+00\n",
      "  4.54373806e+00  1.00000000e+00  7.77666667e+00  7.64333333e+00\n",
      "  1.10136986e-01  1.19761810e+01  0.00000000e+00  1.79098630e+01\n",
      "  2.59901370e+01  1.14000000e+01  8.10000000e+00  6.47142857e+00\n",
      "  2.71804251e+00  1.00000000e+00  4.73057143e+00  2.87142857e+00\n",
      "  6.29333333e+00  3.65749763e+00  4.00000000e+00  5.66166667e+00\n",
      "  6.17133333e+00  3.55205479e-01  1.16604742e+01  0.00000000e+00\n",
      "  1.71167945e+01  2.43072055e+01  1.13000000e+01  6.30000000e+00\n",
      "  6.72857143e+00  1.98976975e+00  4.00000000e+00  4.33142857e+00\n",
      "  1.42857143e+00  5.71666667e+00  3.75518161e+00  3.00000000e+00\n",
      "  7.29333333e+00  6.41666667e+00 -1.50684932e-02  1.17748870e+01\n",
      "  0.00000000e+00  1.93150685e+01  2.40449315e+01  0.00000000e+00\n",
      "  1.20000000e+00  1.54285714e+00  2.05277314e+00  0.00000000e+00\n",
      "  3.59714286e+00  1.54285714e+00  1.44666667e+00  3.09351293e+00\n",
      "  2.00000000e+00  1.04053333e+01  1.44666667e+00  3.27315068e+00\n",
      "  6.25596852e+00  1.70000000e+01  2.38068493e+01  3.27315068e+00]\n",
      "[0.182  0.2424 0.0918 0.0311 0.4527 0.    ]\n",
      "\n",
      "Nearest weather station is 0.09 degrees away..\n",
      "\n",
      "[ 3.9         6.5         3.14285714  3.2561402   0.          4.95514286\n",
      "  5.01685714  3.62333333  4.04735991  0.          8.08666667  5.76533333\n",
      " -1.28054795 11.41038363  0.         16.61654795 24.75545205  7.3\n",
      "  4.5         4.42857143  2.17368304  2.          3.05942857  3.33257143\n",
      "  4.46333333  3.4626082   0.          5.56266667  4.90533333 -1.18260274\n",
      " 11.62976131  0.         17.51860274 23.61739726 10.9         2.6\n",
      "  5.84285714  2.44648853  1.          4.82314286  3.15285714  5.45333333\n",
      "  4.16154886  2.          9.03766667  6.72433333 -0.89794521 12.16030269\n",
      "  0.         19.04194521 24.05405479  0.4         0.          1.45714286\n",
      "  2.19795824  0.          3.88285714  1.45714286  1.04        1.74310069\n",
      "  1.          4.302       1.04        2.47934551  5.38694164 12.\n",
      " 25.68465449  2.47934551]\n",
      "[0.2133 0.2369 0.0963 0.0401 0.4134 0.    ]\n",
      "\n",
      "Nearest weather station is 0.24 degrees away..\n",
      "\n",
      "[ 8.5         4.5         4.          2.99337894  0.          4.41\n",
      "  5.26        4.325       4.09710546  1.          8.03        7.245\n",
      " -1.20958904 12.16376299  0.         17.70958904 28.29041096  9.2\n",
      "  8.86        7.4         2.38830484  6.          1.7796      5.352\n",
      "  5.97952381  3.29077102  4.          4.66247619  5.27952381 -0.62082192\n",
      " 11.98802516  0.         17.19282192 25.35917808  9.3         8.3\n",
      "  7.3         1.41421356  7.          1.94        2.82        6.08055556\n",
      "  3.48478727  2.          7.21944444  7.20055556 -0.62589041 12.06682705\n",
      "  0.         19.10589041 24.43410959  0.          2.          1.71428571\n",
      "  3.45229885  0.          7.80571429  1.71428571  0.87619048  2.45662601\n",
      "  2.          8.54380952  0.87619048  3.25917808  7.07106047 12.\n",
      " 30.74082192  3.25917808]\n",
      "[0.1634 0.1426 0.1545 0.0309 0.5085 0.    ]\n",
      "\n",
      "Nearest weather station is 0.02 degrees away..\n",
      "\n",
      "[ 3.6         7.6         4.47142857  1.94548142  2.          3.05057143\n",
      "  3.13942857  4.80333333  3.03781537  4.          5.43866667  3.97433333\n",
      " -0.91178082 11.06154629  0.         16.25578082 22.34021918  6.2\n",
      "  4.6         4.98571429  1.18975216  6.          1.68428571  2.09571429\n",
      "  5.01333333  3.10995534  2.          5.93566667  4.69733333 -0.90082192\n",
      " 11.43038366  0.         16.93682192 22.83517808  8.9         1.6\n",
      "  5.52857143  2.14457074  3.          3.26342857  3.76057143  5.26666667\n",
      "  3.86016695  2.          7.71733333  6.03766667 -0.80684932 11.95379608\n",
      "  0.         19.00684932 23.60915068  0.          0.          1.95714286\n",
      "  3.20350573  0.          6.25685714  1.95714286  1.68        3.23144962\n",
      "  2.          8.859       1.68        3.40849315  7.29305988 13.\n",
      " 31.92350685  3.40849315]\n",
      "[0.4647 0.1581 0.2293 0.0704 0.0726 0.005 ]\n",
      "\n",
      "Nearest weather station is 0.04 degrees away..\n",
      "\n",
      "[ 2.5         3.3        -2.64285714  3.74503753  0.          5.89485714\n",
      "  4.80714286 -2.3         2.86693797  0.          5.813       4.923\n",
      " -1.48342466 11.35250648  0.         18.02742466 23.75257534  4.4\n",
      "  2.9        -2.71428571  4.23469634  0.          7.02428571  3.38571429\n",
      " -2.73        3.05746627  0.          6.695       3.77       -1.44794521\n",
      " 11.53919954  0.         18.64794521 24.02805479  6.3         2.6\n",
      " -2.75714286  5.08354689  0.          8.83514286  4.93685714 -3.11666667\n",
      "  3.66561349  0.          8.34366667  5.82233333 -1.33712329 11.88845065\n",
      "  0.         19.17312329 25.09487671  0.          0.          0.31428571\n",
      "  0.76983963  0.          1.75371429  0.31428571  2.42666667  5.65160351\n",
      "  1.         19.20933333  2.42666667  3.14876712  6.64707    17.\n",
      " 27.18723288  3.14876712]\n",
      "[0.1434 0.1006 0.196  0.0326 0.5116 0.0157]\n",
      "\n",
      "Nearest weather station is 1.28 degrees away..\n",
      "\n",
      "\n",
      "Nearest weather station is 1.42 degrees away..\n",
      "\n",
      "[-12.77108434 -12.53012048 -12.04819277   0.48192771   7.\n",
      "   0.70843373   0.70843373  -9.27710843   2.08564854  28.\n",
      "   3.42409639   3.42409639  -4.09950487  12.16825535   1.\n",
      "  20.09950487  27.98049513  -5.62359551  -5.43258427  -5.0505618\n",
      "   0.38202247   7.           0.56157303   0.56157303  -2.85393258\n",
      "   1.65328657   4.           2.71426966   2.71426966  -2.49585501\n",
      "  12.25812601   0.          18.99585501  26.86414499  -5.35348837\n",
      "  -5.0744186   -4.51627907   0.55813953   7.           0.82046512\n",
      "   0.82046512  -1.30697674   2.41547203   0.           3.9655814\n",
      "   3.9655814   -1.80866837  12.7530959    0.          21.12866837\n",
      "  27.59133163  12.6         12.36666667  11.9          0.46666667\n",
      "   7.           0.686        0.686        9.21666667   2.019603\n",
      "  29.           3.31566667   3.31566667   3.28767123   5.2333479\n",
      "  14.          19.15232877   3.28767123]\n",
      "[0.1322 0.4267 0.0478 0.0166 0.3767 0.    ]\n"
     ]
    }
   ],
   "source": [
    "# create input and output vectors\n",
    "import generate_vectors as gv\n",
    "\n",
    "x,y=gv.get_input_output()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {},
   "outputs": [],
   "source": [
    "#np.save(\"data/x1994.npy\",x)\n",
    "#np.save(\"data/y1994.npy\",y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 157,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(2776, 68) (77, 68) (2776, 6) (77, 6)\n"
     ]
    }
   ],
   "source": [
    "\"\"\"\n",
    "x,y = pickle.load(open('data/all-qc-input-outputsDate.pkl', 'rb'))\n",
    "x = x[~np.isnan(y).any(axis=1)]\n",
    "y = y[~np.isnan(y).any(axis=1)]\n",
    "x = (x-x.min())/(x.max()-x.min())\n",
    "date_mask = pd.to_datetime(x.index) < pd.to_datetime('2008-01-01')\n",
    "x_train,y_train = np.array(x[date_mask]), np.array(y[date_mask])\n",
    "x_test,y_test = np.array(x[~date_mask]), np.array(y[~date_mask])\n",
    "print(x_train.shape,x_test.shape,y_train.shape,y_test.shape)\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "x,y = pickle.load(open('data/all-qc-input-outputs.pkl', 'rb'))\n",
    "x = x[~np.isnan(y).any(axis=1)]\n",
    "y = y[~np.isnan(y).any(axis=1)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# normalize\n",
    "#for i in range(x.shape[1]):\n",
    " #   x[:,i]=(x[:,i]- np.min(x[:,i]))/(np.max(x[:,i])-np.min(x[:,i]))\n",
    "x = (x-x.mean())/x.std()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(2282, 68) (571, 68) (2282, 6) (571, 6)\n"
     ]
    }
   ],
   "source": [
    "#separate train and test\n",
    "def unison_shuffled_copies(a, b):\n",
    "    assert len(a) == len(b)\n",
    "    p = np.random.permutation(len(a))\n",
    "    return a[p], b[p]\n",
    "\n",
    "x,y=unison_shuffled_copies(x,y)\n",
    "x_train=x[:int(len(x)*0.8)]\n",
    "x_test=x[int(len(x)*0.8):]\n",
    "y_train=y[:int(len(y)*0.8)]\n",
    "y_test=y[int(len(y)*0.8):]\n",
    "print(x_train.shape,x_test.shape,y_train.shape,y_test.shape)\n",
    "#np.save(\"data/x_train.npy\",x_train)\n",
    "#np.save(\"data/y_train.npy\",y_train)\n",
    "#np.save(\"data/y_test.npy\",y_test)\n",
    "#np.save(\"data/x_test.npy\",x_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_train,x_test,y_train,y_test=np.load(\"data/x_train.npy\"),np.load(\"data/x_test.npy\"),np.load(\"data/y_train.npy\"),np.load(\"data/y_test.npy\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'train')"
      ]
     },
     "execution_count": 85,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.hist(np.argmax(y_test, axis=1))\n",
    "plt.title(\"test\")\n",
    "plt.figure()\n",
    "plt.hist(np.argmax(y_train, axis=1))\n",
    "plt.title(\"train\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Training...\n",
      "Epoch 1/100\n",
      " - 1s - loss: 1.3058 - acc: 0.5815\n",
      "Epoch 2/100\n",
      " - 0s - loss: 1.2263 - acc: 0.5898\n",
      "Epoch 3/100\n",
      " - 0s - loss: 1.1855 - acc: 0.5995\n",
      "Epoch 4/100\n",
      " - 0s - loss: 1.1534 - acc: 0.6047\n",
      "Epoch 5/100\n",
      " - 0s - loss: 1.1473 - acc: 0.6034\n",
      "Epoch 6/100\n",
      " - 0s - loss: 1.1203 - acc: 0.6091\n",
      "Epoch 7/100\n",
      " - 0s - loss: 1.1138 - acc: 0.6144\n",
      "Epoch 8/100\n",
      " - 0s - loss: 1.1012 - acc: 0.6188\n",
      "Epoch 9/100\n",
      " - 0s - loss: 1.0947 - acc: 0.6179\n",
      "Epoch 10/100\n",
      " - 0s - loss: 1.0939 - acc: 0.6380\n",
      "Epoch 11/100\n",
      " - 0s - loss: 1.0826 - acc: 0.6407\n",
      "Epoch 12/100\n",
      " - 0s - loss: 1.0794 - acc: 0.6450\n",
      "Epoch 13/100\n",
      " - 0s - loss: 1.0713 - acc: 0.6569\n",
      "Epoch 14/100\n",
      " - 0s - loss: 1.0683 - acc: 0.6578\n",
      "Epoch 15/100\n",
      " - 0s - loss: 1.0764 - acc: 0.6595\n",
      "Epoch 16/100\n",
      " - 0s - loss: 1.0630 - acc: 0.6635\n",
      "Epoch 17/100\n",
      " - 0s - loss: 1.0559 - acc: 0.6731\n",
      "Epoch 18/100\n",
      " - 0s - loss: 1.0549 - acc: 0.6792\n",
      "Epoch 19/100\n",
      " - 0s - loss: 1.0505 - acc: 0.6805\n",
      "Epoch 20/100\n",
      " - 0s - loss: 1.0560 - acc: 0.6705\n",
      "Epoch 21/100\n",
      " - 0s - loss: 1.0492 - acc: 0.6757\n",
      "Epoch 22/100\n",
      " - 0s - loss: 1.0442 - acc: 0.6876\n",
      "Epoch 23/100\n",
      " - 0s - loss: 1.0448 - acc: 0.6840\n",
      "Epoch 24/100\n",
      " - 0s - loss: 1.0462 - acc: 0.6805\n",
      "Epoch 25/100\n",
      " - 0s - loss: 1.0530 - acc: 0.6792\n",
      "Epoch 26/100\n",
      " - 0s - loss: 1.0516 - acc: 0.6775\n",
      "Epoch 27/100\n",
      " - 0s - loss: 1.0382 - acc: 0.6858\n",
      "Epoch 28/100\n",
      " - 0s - loss: 1.0395 - acc: 0.6902\n",
      "Epoch 29/100\n",
      " - 0s - loss: 1.0534 - acc: 0.6792\n",
      "Epoch 30/100\n",
      " - 0s - loss: 1.0516 - acc: 0.6915\n",
      "Epoch 31/100\n",
      " - 0s - loss: 1.0370 - acc: 0.6867\n",
      "Epoch 32/100\n",
      " - 0s - loss: 1.0328 - acc: 0.6862\n",
      "Epoch 33/100\n",
      " - 0s - loss: 1.0319 - acc: 0.6919\n",
      "Epoch 34/100\n",
      " - 0s - loss: 1.0316 - acc: 0.6862\n",
      "Epoch 35/100\n",
      " - 0s - loss: 1.0347 - acc: 0.6893\n",
      "Epoch 36/100\n",
      " - 0s - loss: 1.0451 - acc: 0.6919\n",
      "Epoch 37/100\n",
      " - 0s - loss: 1.0392 - acc: 0.6827\n",
      "Epoch 38/100\n",
      " - 0s - loss: 1.0367 - acc: 0.6862\n",
      "Epoch 39/100\n",
      " - 0s - loss: 1.0379 - acc: 0.6906\n",
      "Epoch 40/100\n",
      " - 0s - loss: 1.0296 - acc: 0.6933\n",
      "Epoch 41/100\n",
      " - 0s - loss: 1.0272 - acc: 0.6884\n",
      "Epoch 42/100\n",
      " - 0s - loss: 1.0284 - acc: 0.6915\n",
      "Epoch 43/100\n",
      " - 0s - loss: 1.0301 - acc: 0.7003\n",
      "Epoch 44/100\n",
      " - 0s - loss: 1.0299 - acc: 0.6976\n",
      "Epoch 45/100\n",
      " - 0s - loss: 1.0280 - acc: 0.6950\n",
      "Epoch 46/100\n",
      " - 0s - loss: 1.0271 - acc: 0.6950\n",
      "Epoch 47/100\n",
      " - 0s - loss: 1.0306 - acc: 0.6854\n",
      "Epoch 48/100\n",
      " - 0s - loss: 1.0284 - acc: 0.6937\n",
      "Epoch 49/100\n",
      " - 0s - loss: 1.0291 - acc: 0.6876\n",
      "Epoch 50/100\n",
      " - 0s - loss: 1.0297 - acc: 0.6919\n",
      "Epoch 51/100\n",
      " - 0s - loss: 1.0315 - acc: 0.6994\n",
      "Epoch 52/100\n",
      " - 0s - loss: 1.0250 - acc: 0.6959\n",
      "Epoch 53/100\n",
      " - 0s - loss: 1.0345 - acc: 0.6911\n",
      "Epoch 54/100\n",
      " - 0s - loss: 1.0315 - acc: 0.6845\n",
      "Epoch 55/100\n",
      " - 0s - loss: 1.0256 - acc: 0.6998\n",
      "Epoch 56/100\n",
      " - 0s - loss: 1.0348 - acc: 0.6845\n",
      "Epoch 57/100\n",
      " - 0s - loss: 1.0270 - acc: 0.7020\n",
      "Epoch 58/100\n",
      " - 0s - loss: 1.0236 - acc: 0.6976\n",
      "Epoch 59/100\n",
      " - 0s - loss: 1.0234 - acc: 0.6994\n",
      "Epoch 60/100\n",
      " - 0s - loss: 1.0264 - acc: 0.6928\n",
      "Epoch 61/100\n",
      " - 0s - loss: 1.0246 - acc: 0.6915\n",
      "Epoch 62/100\n",
      " - 0s - loss: 1.0231 - acc: 0.6959\n",
      "Epoch 63/100\n",
      " - 0s - loss: 1.0325 - acc: 0.6897\n",
      "Epoch 64/100\n",
      " - 0s - loss: 1.0241 - acc: 0.6928\n",
      "Epoch 65/100\n",
      " - 0s - loss: 1.0227 - acc: 0.6928\n",
      "Epoch 66/100\n",
      " - 0s - loss: 1.0204 - acc: 0.6976\n",
      "Epoch 67/100\n",
      " - 0s - loss: 1.0267 - acc: 0.6919\n",
      "Epoch 68/100\n",
      " - 0s - loss: 1.0237 - acc: 0.6985\n",
      "Epoch 69/100\n",
      " - 0s - loss: 1.0234 - acc: 0.6906\n",
      "Epoch 70/100\n",
      " - 0s - loss: 1.0216 - acc: 0.6998\n",
      "Epoch 71/100\n",
      " - 0s - loss: 1.0227 - acc: 0.6998\n",
      "Epoch 72/100\n",
      " - 0s - loss: 1.0239 - acc: 0.6959\n",
      "Epoch 73/100\n",
      " - 0s - loss: 1.0231 - acc: 0.7020\n",
      "Epoch 74/100\n",
      " - 0s - loss: 1.0226 - acc: 0.6884\n",
      "Epoch 75/100\n",
      " - 0s - loss: 1.0253 - acc: 0.6928\n",
      "Epoch 76/100\n",
      " - 0s - loss: 1.0275 - acc: 0.6954\n",
      "Epoch 77/100\n",
      " - 0s - loss: 1.0245 - acc: 0.6893\n",
      "Epoch 78/100\n",
      " - 0s - loss: 1.0243 - acc: 0.6902\n",
      "Epoch 79/100\n",
      " - 0s - loss: 1.0267 - acc: 0.6897\n",
      "Epoch 80/100\n",
      " - 0s - loss: 1.0197 - acc: 0.6954\n",
      "Epoch 81/100\n",
      " - 0s - loss: 1.0241 - acc: 0.6954\n",
      "Epoch 82/100\n",
      " - 0s - loss: 1.0206 - acc: 0.6985\n",
      "Epoch 83/100\n",
      " - 0s - loss: 1.0529 - acc: 0.6827\n",
      "Epoch 84/100\n",
      " - 0s - loss: 1.0225 - acc: 0.7007\n",
      "Epoch 85/100\n",
      " - 0s - loss: 1.0225 - acc: 0.7011\n",
      "Epoch 86/100\n",
      " - 0s - loss: 1.0194 - acc: 0.7020\n",
      "Epoch 87/100\n",
      " - 0s - loss: 1.0187 - acc: 0.7025\n",
      "Epoch 88/100\n",
      " - 0s - loss: 1.0200 - acc: 0.6933\n",
      "Epoch 89/100\n",
      " - 0s - loss: 1.0199 - acc: 0.6989\n",
      "Epoch 90/100\n",
      " - 0s - loss: 1.0207 - acc: 0.6950\n",
      "Epoch 91/100\n",
      " - 0s - loss: 1.0183 - acc: 0.7038\n",
      "Epoch 92/100\n",
      " - 0s - loss: 1.0186 - acc: 0.6985\n",
      "Epoch 93/100\n",
      " - 0s - loss: 1.0187 - acc: 0.7038\n",
      "Epoch 94/100\n",
      " - 0s - loss: 1.0221 - acc: 0.6981\n",
      "Epoch 95/100\n",
      " - 0s - loss: 1.0184 - acc: 0.6941\n",
      "Epoch 96/100\n",
      " - 0s - loss: 1.0187 - acc: 0.7042\n",
      "Epoch 97/100\n",
      " - 0s - loss: 1.0183 - acc: 0.7042\n",
      "Epoch 98/100\n",
      " - 0s - loss: 1.0183 - acc: 0.6937\n",
      "Epoch 99/100\n",
      " - 0s - loss: 1.0183 - acc: 0.7055\n",
      "Epoch 100/100\n",
      " - 0s - loss: 1.0507 - acc: 0.6919\n",
      "Generating test predictions...\n",
      "571/571 [==============================] - 0s 309us/sample - loss: 1.0950 - acc: 0.6673\n",
      "[1.094954224998187, 0.66725045]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#build model\n",
    "input_dim = x_train.shape[1]\n",
    "nb_classes = y_train.shape[1]\n",
    "epochs=100\n",
    "batch_size=16\n",
    "act='tanh'\n",
    "# Here's a Deep Dumb MLP (DDMLP)\n",
    "model = Sequential()\n",
    "model.add(Dense(68, input_dim=input_dim, activation=act))\n",
    "model.add(Dense(136, activation=act))\n",
    "#model.add(Dropout(0.15))\n",
    "model.add(Dense(204, activation=act))\n",
    "model.add(Dropout(0.15))\n",
    "model.add(Dense(136,activation=act))\n",
    "model.add(Dense(68, activation=act))\n",
    "model.add(Dense(nb_classes, activation='sigmoid'))\n",
    "\n",
    "\n",
    "# we'll use categorical xent for the loss, and RMSprop as the optimizer\n",
    "model.compile(loss='categorical_crossentropy', optimizer='adam',metrics=['accuracy'])\n",
    "\n",
    "print(\"Training...\")\n",
    "model.fit(x_train, y_train, epochs=epochs, batch_size=batch_size, verbose=2)\n",
    "epochsR = range(epochs)\n",
    "loss = model.history.history['loss']\n",
    "plt.figure()\n",
    "plt.plot(epochsR, loss, 'bo', label='Training loss')\n",
    "plt.title('Loss')\n",
    "plt.legend()\n",
    "\n",
    "print(\"Generating test predictions...\")\n",
    "score = model.evaluate(x_test, y_test, verbose=1)\n",
    "print(score)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "571/571 [==============================] - 0s 233us/sample\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'true')"
      ]
     },
     "execution_count": 93,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from sklearn.metrics import  confusion_matrix\n",
    "labels=[None,'Liberal','Conservative','NDP','Green','Bloc','Other']\n",
    "y_pred = model.predict_classes(x_test, verbose=1)\n",
    "matrix = confusion_matrix(np.argmax(y_test, axis=1),y_pred, [0,1,2,3,4,5])\n",
    "fig, ax = plt.subplots()\n",
    "mat=ax.imshow(matrix)\n",
    "fig.colorbar(mat)\n",
    "ax.set_xticklabels(labels,rotation=90)\n",
    "ax.set_yticklabels(labels)\n",
    "ax.set_xlabel(\"pred\")\n",
    "ax.set_ylabel(\"true\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "571/571 [==============================] - 0s 41us/sample\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "y_pred = model.predict(x_test, verbose=1)\n",
    "y_pred.shape\n",
    "for row in y_pred:\n",
    "    plt.bar(['Liberal','Conservative','NDP','Green','Bloc','Other'],row, alpha=0.1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saved model to disk\n"
     ]
    }
   ],
   "source": [
    "\"\"\"\n",
    "from tensorflow.keras.models import model_from_json\n",
    "name='julietteNet'\n",
    "# serialize model to JSON\n",
    "model_json = model.to_json()\n",
    "with open(\"savedModels/\"+name+\".json\", \"w\") as json_file:\n",
    "    json_file.write(model_json)\n",
    "# serialize weights to HDF5\n",
    "model.save_weights(\"savedModels/\"+name+\".h5\")\n",
    "print(\"Saved model to disk\")\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loaded model from disk\n",
      "571/571 [==============================] - 0s 304us/sample - loss: 1.0851 - acc: 0.6760\n",
      "[1.0851473501392506, 0.67600703]\n"
     ]
    }
   ],
   "source": [
    "# load json and create model\n",
    "name='julietteNet'\n",
    "json_file = open(\"savedModels/\"+name+'.json', 'r')\n",
    "loaded_model_json = json_file.read()\n",
    "json_file.close()\n",
    "model = model_from_json(loaded_model_json)\n",
    "# load weights into new model\n",
    "model.load_weights(\"savedModels/\"+name+\".h5\")\n",
    "print(\"Loaded model from disk\")\n",
    "model.compile(loss='categorical_crossentropy', optimizer='adam',metrics=['accuracy'])\n",
    "score = model.evaluate(x_test, y_test, verbose=1)\n",
    "print(score)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# extreme input"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(68, 1)\n",
      "1/1 [==============================] - 0s 135ms/sample\n",
      "[[9.3918556e-01 6.3019240e-01 3.7819815e-03 1.0285883e-05 8.8400122e-07\n",
      "  4.4197503e-01]]\n",
      "2.0151461375149893\n",
      "[0.46606325083091765, 0.3127278897013869, 0.0018767777993793924, 5.104286406077053e-06, 4.386784698959057e-07, 0.21932653870344013]\n",
      "1.0\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Fraction of Votes')"
      ]
     },
     "execution_count": 102,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "extreme = pickle.load(open('data/extremes.pkl','rb'))\n",
    "print(extreme.shape)\n",
    "extreme_pred = model.predict(extreme.T, verbose=1)\n",
    "print(extreme_pred)\n",
    "print(sum(extreme_pred[0]))\n",
    "#normalize\n",
    "extreme_pred_norm=[x/sum(extreme_pred[0]) for x in extreme_pred[0]]\n",
    "print(extreme_pred_norm)\n",
    "print(sum(extreme_pred_norm))\n",
    "plt.bar(['Liberal','Conservative','NDP','Green','Bloc','Other'],extreme_pred_norm, color='green')\n",
    "plt.title(\"EXTREME\", fontsize=20)\n",
    "plt.ylabel(\"Fraction of Votes\", fontsize=15)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(68,)\n",
      "1/1 [==============================] - 0s 767us/sample\n",
      "[[7.1936184e-01 9.6249235e-01 1.7808424e-01 1.2128119e-03 2.0551073e-05\n",
      "  2.2434191e-01]]\n",
      "2.0855137048492907\n",
      "[0.34493268493318485, 0.4615133166114414, 0.08539106645503419, 0.0005815410896557042, 9.85420196506609e-06, 0.1075715367087188]\n",
      "0.9999999999999999\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Fraction of Votes')"
      ]
     },
     "execution_count": 103,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "extreme =np.array( pickle.load(open('data/precip_extreme.pkl','rb')))\n",
    "print(extreme.shape)\n",
    "extreme=np.reshape(extreme, (68,1))\n",
    "extreme_pred = model.predict(extreme.T, verbose=1)\n",
    "print(extreme_pred)\n",
    "print(sum(extreme_pred[0]))\n",
    "#normalize\n",
    "extreme_pred_norm=[x/sum(extreme_pred[0]) for x in extreme_pred[0]]\n",
    "print(extreme_pred_norm)\n",
    "print(sum(extreme_pred_norm))\n",
    "plt.bar(['Liberal','Conservative','NDP','Green','Bloc','Other'],extreme_pred_norm, color='cyan')\n",
    "plt.title(\"WET\", fontsize=20)\n",
    "plt.ylabel(\"Fraction of Votes\", fontsize=15)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(68,)\n",
      "1/1 [==============================] - 0s 769us/sample\n",
      "[[8.3512354e-01 6.0831493e-01 5.4633981e-03 5.4367795e-04 2.6462045e-02\n",
      "  2.7664959e-02]]\n",
      "1.5035725503694266\n",
      "[0.5554261673410824, 0.40457970002392446, 0.003633611201767658, 0.00036159076355780304, 0.017599446438662392, 0.01839948423100523]\n",
      "1.0\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Fraction of Votes')"
      ]
     },
     "execution_count": 104,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "extreme =np.array( pickle.load(open('data/temp_extreme.pkl','rb')))\n",
    "print(extreme.shape)\n",
    "extreme=np.reshape(extreme, (68,1))\n",
    "extreme_pred = model.predict(extreme.T, verbose=1)\n",
    "print(extreme_pred)\n",
    "print(sum(extreme_pred[0]))\n",
    "#normalize\n",
    "extreme_pred_norm=[x/sum(extreme_pred[0]) for x in extreme_pred[0]]\n",
    "print(extreme_pred_norm)\n",
    "print(sum(extreme_pred_norm))\n",
    "plt.bar(['Liberal','Conservative','NDP','Green','Bloc','Other'],extreme_pred_norm,color='orange')\n",
    "plt.title(\"HOT\", fontsize=20)\n",
    "plt.ylabel(\"Fraction of Votes\", fontsize=15)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# input for this year"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(75, 70)\n",
      "75/75 [==============================] - 0s 66us/sample\n",
      "1.0000000174550223\n",
      "0.9999999999999999\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Extreme temperature')"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "october =np.array( pickle.load(open('data/todays-input.pkl','rb')))\n",
    "print(october.shape)\n",
    "october_pred = model.predict(october[:,:-2], verbose=1)\n",
    "#print(october_pred)\n",
    "print(sum(october_pred[0]))\n",
    "#normalize\n",
    "october_pred_norm=[[x/sum(row) for x in row] for row in october_pred]\n",
    "#print(october_pred_norm)\n",
    "print(sum(october_pred_norm[0]))\n",
    "for row in october_pred_norm:\n",
    "    plt.bar(['Liberal','Conservative','NDP','Green','Bloc','Other'],row,alpha=0.1)\n",
    "plt.title(\"Extreme temperature\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "75\n",
      "75\n"
     ]
    }
   ],
   "source": [
    "df= pd.DataFrame(columns=[\"Results\",'lon','lat'])\n",
    "df['Results']=october_pred_norm\n",
    "print(len(october_pred_norm))\n",
    "print(len(october[:,-2]))\n",
    "df['lon']=october[:,-2]\n",
    "df['lat']=october[:,-1]\n",
    "df.to_csv(\"data/2019electionPrediction.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
       "       0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
       "       0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
       "       0, 0, 0, 0, 0, 0, 0, 0, 0])"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.argmax(october_pred_norm,axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-72.56455755 45.364256299999994\n"
     ]
    }
   ],
   "source": [
    "october_pred_norm[-7]\n",
    "print(october[:,-2][-7],october[:,-1][-7])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
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