{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "d52465eb",
   "metadata": {},
   "source": [
    "# Niederschlag from DWD\n",
    "\n",
    "[stundenwerte_RR_05705_hist.zip](https://www.dwd.de/DE/leistungen/_config/leistungsteckbriefPublication.zip?view=nasPublication&nn=16102&imageFilePath=675349470684952943382999480164406894835507349402593906628786280354581421008571928705011438849092751258299962952312473511744392814375916459681379337607540679777573246835730326122056459559982440454207144420355774317891799102452512290249737221071767178890331035105331501334382788925&download=true)\n",
    "\n",
    "from [Klimadaten Deutschland - Stundenwerte (Archiv)](https://www.dwd.de/DE/leistungen/klimadatendeutschland/klarchivstunden.html) \"Würzburg, Niederschlag, Historisch\"\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "18d75296",
   "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>precipitation</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>datetime</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1995-09-01 00:00:00</th>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1995-09-01 01:00:00</th>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1995-09-01 02:00:00</th>\n",
       "      <td>0.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1995-09-01 03:00:00</th>\n",
       "      <td>0.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1995-09-01 04:00:00</th>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-12-31 19:00:00</th>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-12-31 20:00:00</th>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-12-31 21:00:00</th>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-12-31 22:00:00</th>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2021-12-31 23:00:00</th>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>230227 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                     precipitation\n",
       "datetime                          \n",
       "1995-09-01 00:00:00            0.0\n",
       "1995-09-01 01:00:00            0.2\n",
       "1995-09-01 02:00:00            0.2\n",
       "1995-09-01 03:00:00            0.1\n",
       "1995-09-01 04:00:00            0.0\n",
       "...                            ...\n",
       "2021-12-31 19:00:00            0.0\n",
       "2021-12-31 20:00:00            0.0\n",
       "2021-12-31 21:00:00            0.0\n",
       "2021-12-31 22:00:00            0.0\n",
       "2021-12-31 23:00:00            0.0\n",
       "\n",
       "[230227 rows x 1 columns]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "from datetime import datetime\n",
    "dateparse = lambda x: datetime.strptime(x, '%Y%m%d%H')\n",
    "\n",
    "df = pd.read_csv('produkt_rr_stunde_19950901_20211231_05705.txt',\n",
    "                 sep=';',\n",
    "                 skipinitialspace=True,\n",
    "                 usecols = [1, 3],\n",
    "                 names = ['datetime', 'precipitation'],\n",
    "                 skiprows = 1,\n",
    "                 parse_dates = ['datetime'],\n",
    "                 date_parser=dateparse,\n",
    "                 index_col = 'datetime'\n",
    "                )\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "52f73e31",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams[\"figure.figsize\"] = (20, 10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "672300ca",
   "metadata": {},
   "outputs": [],
   "source": [
    "df2 = df[df.precipitation >= 0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "0fdf4a6f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:title={'center':'Niederschlag in Würzburg [mm / Tag]'}, xlabel='datetime'>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df2.resample('d').sum().plot(title='Niederschlag in Würzburg [mm / Tag]')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "9a68733c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df2.resample('M').sum().plot(title='Niederschlag in Würzburg [mm / Monat]', ylim=(0, None));"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "0a1cc458",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:title={'center':'Niederschlag in Würzburg [mm / Jahr]'}, xlabel='datetime'>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df2[df2.index.year >= 1996].resample('Y').sum().plot.bar(title='Niederschlag in Würzburg [mm / Jahr]', ylim=(0, None))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "faf431eb",
   "metadata": {},
   "outputs": [],
   "source": [
    "df3 = df2[df2.index.year == 2021]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "2509790f",
   "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>datetime</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
       "      <th>9</th>\n",
       "      <th>10</th>\n",
       "      <th>...</th>\n",
       "      <th>356</th>\n",
       "      <th>357</th>\n",
       "      <th>358</th>\n",
       "      <th>359</th>\n",
       "      <th>360</th>\n",
       "      <th>361</th>\n",
       "      <th>362</th>\n",
       "      <th>363</th>\n",
       "      <th>364</th>\n",
       "      <th>365</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>00:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>1.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>01:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.2</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>02:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>03:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>04:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>05:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>06:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>07:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>08:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.1</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>09:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.2</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>1.1</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23:00:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0.6</td>\n",
       "      <td>1.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>24 rows × 365 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "datetime  1    2    3    4    5    6    7    8    9    10   ...  356  357  \\\n",
       "00:00:00  0.0  0.0  0.0  0.1  0.0  0.0  0.0  0.2  0.0  0.0  ...  0.0  0.0   \n",
       "01:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.2  0.0  0.0  ...  0.0  0.0   \n",
       "02:00:00  0.0  0.0  0.0  0.0  0.0  0.1  0.0  0.1  0.0  0.0  ...  0.0  0.0   \n",
       "03:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "04:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "05:00:00  0.0  0.0  0.2  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "06:00:00  0.0  0.0  0.2  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "07:00:00  0.0  0.0  0.3  0.0  0.0  0.0  0.0  0.1  0.0  0.0  ...  0.0  0.0   \n",
       "08:00:00  0.0  0.0  0.3  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "09:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "10:00:00  0.0  0.0  0.2  0.0  0.0  0.0  0.0  0.1  0.0  0.0  ...  0.0  0.0   \n",
       "11:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.2  0.0  0.0  ...  0.0  0.0   \n",
       "12:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "13:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "14:00:00  0.0  0.0  0.1  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "15:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "16:00:00  0.0  0.0  0.0  0.0  0.6  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "17:00:00  0.0  0.0  0.0  0.0  0.4  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "18:00:00  0.0  0.0  0.0  0.0  0.2  0.0  0.0  0.1  0.0  0.0  ...  0.0  0.0   \n",
       "19:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "20:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "21:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "22:00:00  0.0  0.0  0.1  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.1   \n",
       "23:00:00  0.0  0.0  0.3  0.0  0.0  0.0  0.0  0.0  0.0  0.0  ...  0.0  0.0   \n",
       "\n",
       "datetime  358  359  360  361  362  363  364  365  \n",
       "00:00:00  0.0  0.0  0.0  0.0  0.2  1.5  0.0  0.0  \n",
       "01:00:00  0.0  0.0  0.0  1.1  0.0  1.2  0.1  0.0  \n",
       "02:00:00  0.3  0.0  0.0  0.1  0.0  0.3  0.0  0.0  \n",
       "03:00:00  0.1  0.0  0.0  0.1  0.0  0.3  0.0  0.0  \n",
       "04:00:00  0.1  0.0  0.0  0.3  0.0  0.0  0.0  0.0  \n",
       "05:00:00  0.0  0.7  0.0  0.1  0.0  0.0  0.0  0.0  \n",
       "06:00:00  0.0  2.4  0.0  0.0  0.0  0.0  0.0  0.0  \n",
       "07:00:00  0.0  2.7  0.0  0.0  1.1  0.0  0.0  0.0  \n",
       "08:00:00  0.0  0.8  0.0  0.0  2.8  0.0  1.1  0.0  \n",
       "09:00:00  0.0  0.4  0.0  0.0  1.5  0.0  0.1  0.0  \n",
       "10:00:00  0.0  0.3  0.0  0.0  0.6  0.0  0.0  0.0  \n",
       "11:00:00  0.0  0.2  0.0  0.0  0.7  0.1  0.0  0.0  \n",
       "12:00:00  0.0  0.0  0.0  0.0  0.2  0.0  0.0  0.0  \n",
       "13:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  \n",
       "14:00:00  0.0  0.2  0.1  0.0  0.0  0.0  0.0  0.0  \n",
       "15:00:00  0.1  0.0  0.0  0.0  0.0  0.0  0.0  0.0  \n",
       "16:00:00  0.1  0.0  0.0  0.0  1.1  0.0  0.0  0.0  \n",
       "17:00:00  0.0  0.0  0.0  0.0  0.0  0.0  0.0  0.0  \n",
       "18:00:00  0.0  0.0  0.0  0.0  0.0  0.4  0.0  0.0  \n",
       "19:00:00  0.0  0.0  0.0  0.1  0.0  1.1  0.0  0.0  \n",
       "20:00:00  0.0  0.0  0.0  0.3  0.4  0.7  0.0  0.0  \n",
       "21:00:00  0.0  0.0  0.1  0.2  1.0  0.2  0.0  0.0  \n",
       "22:00:00  0.0  0.0  0.0  0.1  1.1  0.1  0.0  0.0  \n",
       "23:00:00  0.0  0.0  0.1  0.6  1.1  0.0  0.0  0.0  \n",
       "\n",
       "[24 rows x 365 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rain2021 = pd.pivot_table(df3, values='precipitation', index=df3.index.time, columns=df3.index.dayofyear)\n",
    "rain2021"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "42ddd82d",
   "metadata": {},
   "outputs": [],
   "source": [
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "f1b17ef2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 2000x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.heatmap(rain2021, annot=False, cmap='viridis', vmax=5)\n",
    "plt.title('mm/h Regen in Würzburg, 2021')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "29be9114",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}