{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "1d973f55",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "\n",
    "CSV_FILE = '../DWD-Daten/produkt_klima_tag_19350101_20211231_01303.txt'\n",
    "\n",
    "messwerte = pd.read_csv(CSV_FILE, delimiter=';')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "96f5d667",
   "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>STATIONS_ID</th>\n",
       "      <th>MESS_DATUM</th>\n",
       "      <th>QN_3</th>\n",
       "      <th>FX</th>\n",
       "      <th>FM</th>\n",
       "      <th>QN_4</th>\n",
       "      <th>RSK</th>\n",
       "      <th>RSKF</th>\n",
       "      <th>SDK</th>\n",
       "      <th>SHK_TAG</th>\n",
       "      <th>NM</th>\n",
       "      <th>VPM</th>\n",
       "      <th>PM</th>\n",
       "      <th>TMK</th>\n",
       "      <th>UPM</th>\n",
       "      <th>TXK</th>\n",
       "      <th>TNK</th>\n",
       "      <th>TGK</th>\n",
       "      <th>eor</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1303</td>\n",
       "      <td>19350101</td>\n",
       "      <td>-999</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>5</td>\n",
       "      <td>6.2</td>\n",
       "      <td>1</td>\n",
       "      <td>-999.000</td>\n",
       "      <td>-999</td>\n",
       "      <td>7.7</td>\n",
       "      <td>9.6</td>\n",
       "      <td>1003.80</td>\n",
       "      <td>7.1</td>\n",
       "      <td>94.00</td>\n",
       "      <td>8.2</td>\n",
       "      <td>6.4</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>eor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1303</td>\n",
       "      <td>19350102</td>\n",
       "      <td>-999</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>5</td>\n",
       "      <td>0.1</td>\n",
       "      <td>1</td>\n",
       "      <td>-999.000</td>\n",
       "      <td>-999</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.8</td>\n",
       "      <td>1012.00</td>\n",
       "      <td>6.1</td>\n",
       "      <td>93.00</td>\n",
       "      <td>6.9</td>\n",
       "      <td>5.4</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>eor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1303</td>\n",
       "      <td>19350103</td>\n",
       "      <td>-999</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>5</td>\n",
       "      <td>2.9</td>\n",
       "      <td>1</td>\n",
       "      <td>-999.000</td>\n",
       "      <td>-999</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.5</td>\n",
       "      <td>1014.80</td>\n",
       "      <td>5.3</td>\n",
       "      <td>96.00</td>\n",
       "      <td>6.3</td>\n",
       "      <td>2.1</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>eor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1303</td>\n",
       "      <td>19350104</td>\n",
       "      <td>-999</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>5</td>\n",
       "      <td>6.2</td>\n",
       "      <td>1</td>\n",
       "      <td>-999.000</td>\n",
       "      <td>-999</td>\n",
       "      <td>8.0</td>\n",
       "      <td>8.7</td>\n",
       "      <td>997.60</td>\n",
       "      <td>5.6</td>\n",
       "      <td>93.00</td>\n",
       "      <td>7.5</td>\n",
       "      <td>4.4</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>eor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1303</td>\n",
       "      <td>19350105</td>\n",
       "      <td>-999</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>5</td>\n",
       "      <td>4.8</td>\n",
       "      <td>1</td>\n",
       "      <td>-999.000</td>\n",
       "      <td>-999</td>\n",
       "      <td>7.7</td>\n",
       "      <td>7.3</td>\n",
       "      <td>991.80</td>\n",
       "      <td>3.6</td>\n",
       "      <td>91.00</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>-999.0</td>\n",
       "      <td>eor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30312</th>\n",
       "      <td>1303</td>\n",
       "      <td>20211227</td>\n",
       "      <td>3</td>\n",
       "      <td>11.7</td>\n",
       "      <td>4.2</td>\n",
       "      <td>3</td>\n",
       "      <td>0.7</td>\n",
       "      <td>6</td>\n",
       "      <td>3.167</td>\n",
       "      <td>0</td>\n",
       "      <td>7.1</td>\n",
       "      <td>8.7</td>\n",
       "      <td>982.07</td>\n",
       "      <td>6.5</td>\n",
       "      <td>89.25</td>\n",
       "      <td>8.5</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3.3</td>\n",
       "      <td>eor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30313</th>\n",
       "      <td>1303</td>\n",
       "      <td>20211228</td>\n",
       "      <td>3</td>\n",
       "      <td>17.1</td>\n",
       "      <td>4.5</td>\n",
       "      <td>3</td>\n",
       "      <td>13.1</td>\n",
       "      <td>6</td>\n",
       "      <td>0.550</td>\n",
       "      <td>0</td>\n",
       "      <td>7.5</td>\n",
       "      <td>9.9</td>\n",
       "      <td>976.33</td>\n",
       "      <td>8.2</td>\n",
       "      <td>90.63</td>\n",
       "      <td>9.8</td>\n",
       "      <td>6.1</td>\n",
       "      <td>5.7</td>\n",
       "      <td>eor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30314</th>\n",
       "      <td>1303</td>\n",
       "      <td>20211229</td>\n",
       "      <td>3</td>\n",
       "      <td>10.9</td>\n",
       "      <td>4.0</td>\n",
       "      <td>3</td>\n",
       "      <td>11.3</td>\n",
       "      <td>6</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>7.5</td>\n",
       "      <td>10.8</td>\n",
       "      <td>987.90</td>\n",
       "      <td>8.9</td>\n",
       "      <td>94.21</td>\n",
       "      <td>12.2</td>\n",
       "      <td>7.7</td>\n",
       "      <td>7.3</td>\n",
       "      <td>eor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30315</th>\n",
       "      <td>1303</td>\n",
       "      <td>20211230</td>\n",
       "      <td>3</td>\n",
       "      <td>13.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>3</td>\n",
       "      <td>1.2</td>\n",
       "      <td>6</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0</td>\n",
       "      <td>7.7</td>\n",
       "      <td>13.6</td>\n",
       "      <td>997.38</td>\n",
       "      <td>12.9</td>\n",
       "      <td>91.08</td>\n",
       "      <td>14.1</td>\n",
       "      <td>11.1</td>\n",
       "      <td>10.5</td>\n",
       "      <td>eor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30316</th>\n",
       "      <td>1303</td>\n",
       "      <td>20211231</td>\n",
       "      <td>3</td>\n",
       "      <td>12.1</td>\n",
       "      <td>4.9</td>\n",
       "      <td>3</td>\n",
       "      <td>0.1</td>\n",
       "      <td>6</td>\n",
       "      <td>1.183</td>\n",
       "      <td>0</td>\n",
       "      <td>7.8</td>\n",
       "      <td>12.0</td>\n",
       "      <td>1001.49</td>\n",
       "      <td>12.8</td>\n",
       "      <td>80.79</td>\n",
       "      <td>13.7</td>\n",
       "      <td>11.8</td>\n",
       "      <td>10.8</td>\n",
       "      <td>eor</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>30317 rows × 19 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       STATIONS_ID  MESS_DATUM  QN_3     FX     FM  QN_4   RSK  RSKF      SDK  \\\n",
       "0             1303    19350101  -999 -999.0 -999.0     5   6.2     1 -999.000   \n",
       "1             1303    19350102  -999 -999.0 -999.0     5   0.1     1 -999.000   \n",
       "2             1303    19350103  -999 -999.0 -999.0     5   2.9     1 -999.000   \n",
       "3             1303    19350104  -999 -999.0 -999.0     5   6.2     1 -999.000   \n",
       "4             1303    19350105  -999 -999.0 -999.0     5   4.8     1 -999.000   \n",
       "...            ...         ...   ...    ...    ...   ...   ...   ...      ...   \n",
       "30312         1303    20211227     3   11.7    4.2     3   0.7     6    3.167   \n",
       "30313         1303    20211228     3   17.1    4.5     3  13.1     6    0.550   \n",
       "30314         1303    20211229     3   10.9    4.0     3  11.3     6    0.000   \n",
       "30315         1303    20211230     3   13.0    5.0     3   1.2     6    0.000   \n",
       "30316         1303    20211231     3   12.1    4.9     3   0.1     6    1.183   \n",
       "\n",
       "       SHK_TAG    NM   VPM       PM   TMK    UPM   TXK   TNK    TGK  eor  \n",
       "0         -999   7.7   9.6  1003.80   7.1  94.00   8.2   6.4 -999.0  eor  \n",
       "1         -999   8.0   8.8  1012.00   6.1  93.00   6.9   5.4 -999.0  eor  \n",
       "2         -999   8.0   8.5  1014.80   5.3  96.00   6.3   2.1 -999.0  eor  \n",
       "3         -999   8.0   8.7   997.60   5.6  93.00   7.5   4.4 -999.0  eor  \n",
       "4         -999   7.7   7.3   991.80   3.6  91.00   5.0   3.0 -999.0  eor  \n",
       "...        ...   ...   ...      ...   ...    ...   ...   ...    ...  ...  \n",
       "30312        0   7.1   8.7   982.07   6.5  89.25   8.5   3.7    3.3  eor  \n",
       "30313        0   7.5   9.9   976.33   8.2  90.63   9.8   6.1    5.7  eor  \n",
       "30314        0   7.5  10.8   987.90   8.9  94.21  12.2   7.7    7.3  eor  \n",
       "30315        0   7.7  13.6   997.38  12.9  91.08  14.1  11.1   10.5  eor  \n",
       "30316        0   7.8  12.0  1001.49  12.8  80.79  13.7  11.8   10.8  eor  \n",
       "\n",
       "[30317 rows x 19 columns]"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "messwerte"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "4ff9a195",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['STATIONS_ID', 'MESS_DATUM', 'QN_3', '  FX', '  FM', 'QN_4', ' RSK',\n",
       "       'RSKF', ' SDK', 'SHK_TAG', '  NM', ' VPM', '  PM', ' TMK', ' UPM',\n",
       "       ' TXK', ' TNK', ' TGK', 'eor'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "messwerte.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "b9b809e7",
   "metadata": {},
   "outputs": [],
   "source": [
    "messwerte = messwerte[['MESS_DATUM', ' TMK']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "9ab9d921",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       MESS_DATUM   TMK\n",
      "23355    20021210  -6.6\n",
      "23356    20021211  -6.6\n",
      "23357    20021212  -4.3\n",
      "23358    20021213  -0.7\n",
      "23359    20021214   1.5\n",
      "23360    20021215   3.2\n",
      "23361    20021216   4.9\n",
      "23362    20021217   0.1\n",
      "23363    20021218  -0.1\n",
      "23364    20021219  -0.1\n",
      "23365    20021220   0.8\n",
      "23366    20021221   2.9\n",
      "23367    20021222   6.7\n",
      "23368    20021223   4.3\n",
      "23369    20021224   9.6\n",
      "23370    20021225  10.1\n",
      "23371    20021226   8.8\n",
      "23372    20021227  10.6\n",
      "23373    20021228   8.9\n",
      "23374    20021229   6.9\n",
      "23375    20021230   9.2\n",
      "23376    20021231  -0.4\n",
      "23377    20030101   3.6\n",
      "23378    20030102   9.2\n",
      "23379    20030103   6.2\n",
      "23380    20030104  -1.3\n",
      "23381    20030105  -3.2\n",
      "23382    20030106  -2.6\n",
      "23383    20030107  -5.4\n",
      "23384    20030108  -8.0\n",
      "23385    20030109  -8.7\n",
      "23386    20030110  -6.1\n",
      "23387    20030111  -3.8\n",
      "23388    20030112  -2.6\n",
      "23389    20030113   2.1\n",
      "23390    20030114   5.5\n",
      "23391    20030115   4.2\n",
      "23392    20030116   3.9\n",
      "23393    20030117   2.1\n",
      "23394    20030118   2.4\n",
      "23395    20030119   4.2\n",
      "23396    20030120   7.0\n",
      "23397    20030121   6.7\n",
      "23398    20030122   6.3\n",
      "23399    20030123   5.2\n",
      "23400    20030124   2.2\n",
      "23401    20030125   1.6\n",
      "23402    20030126   3.8\n",
      "23403    20030127   7.8\n",
      "23404    20030128   4.9\n",
      "23405    20030129   2.3\n",
      "23406    20030130  -0.2\n",
      "23407    20030131  -4.9\n",
      "23408    20030201  -3.8\n",
      "23409    20030202   0.9\n",
      "23410    20030203   2.8\n",
      "23411    20030204   0.5\n",
      "23412    20030205   1.4\n",
      "23413    20030206  -0.1\n",
      "23414    20030207   1.2\n",
      "23415    20030208   3.9\n",
      "23416    20030209   3.7\n",
      "23417    20030210   0.3\n",
      "23418    20030211   0.7\n",
      "23419    20030212  -3.3\n",
      "23420    20030213  -2.5\n",
      "23421    20030214  -2.0\n",
      "23422    20030215  -2.9\n",
      "23423    20030216  -2.1\n",
      "23424    20030217  -2.8\n",
      "23425    20030218  -2.5\n",
      "23426    20030219  -1.5\n",
      "23427    20030220   1.2\n",
      "23428    20030221   3.2\n",
      "23429    20030222   4.1\n",
      "23430    20030223   5.9\n",
      "23431    20030224   7.2\n",
      "23432    20030225   6.3\n",
      "23433    20030226   7.4\n",
      "23434    20030227   9.9\n",
      "23435    20030228   9.6\n",
      "23436    20030301   8.9\n",
      "23437    20030302   7.8\n",
      "23438    20030303   4.6\n",
      "23439    20030304   5.1\n",
      "23440    20030305   9.9\n",
      "23441    20030306   7.6\n",
      "23442    20030307   6.2\n",
      "23443    20030308   7.5\n",
      "23444    20030309   9.5\n",
      "23445    20030310  10.1\n",
      "23446    20030311   9.7\n",
      "23447    20030312   7.2\n",
      "23448    20030313   5.0\n",
      "23449    20030314   4.0\n",
      "23450    20030315   4.4\n",
      "23451    20030316   6.0\n",
      "23452    20030317   4.9\n",
      "23453    20030318   5.7\n",
      "23454    20030319   6.1\n",
      "23455    20030320   2.7\n",
      "23456    20030321   4.2\n",
      "23457    20030322   6.3\n",
      "23458    20030323  10.7\n",
      "23459    20030324  13.5\n",
      "23460    20030325  12.1\n",
      "23461    20030326  12.0\n",
      "23462    20030327  12.8\n",
      "23463    20030328  13.1\n",
      "23464    20030329  13.7\n",
      "23465    20030330  10.9\n",
      "23466    20030331   7.1\n",
      "23467    20030401   8.9\n",
      "23468    20030402   5.0\n",
      "23469    20030403   4.0\n",
      "23470    20030404   5.4\n",
      "23471    20030405   6.4\n",
      "23472    20030406   3.9\n",
      "23473    20030407   1.7\n",
      "23474    20030408   1.6\n",
      "23475    20030409   1.4\n",
      "23476    20030410   1.5\n",
      "23477    20030411   3.8\n",
      "23478    20030412   8.4\n",
      "23479    20030413  12.3\n",
      "23480    20030414  14.3\n",
      "23481    20030415  16.9\n",
      "23482    20030416  17.5\n",
      "23483    20030417  15.3\n",
      "23484    20030418  11.3\n",
      "23485    20030419   6.1\n",
      "23486    20030420  10.2\n",
      "23487    20030421  15.5\n",
      "23488    20030422  11.8\n",
      "23489    20030423  12.6\n",
      "23490    20030424  15.9\n",
      "23491    20030425  18.3\n",
      "23492    20030426  13.3\n",
      "23493    20030427  11.6\n",
      "23494    20030428  15.3\n",
      "23495    20030429  14.8\n",
      "23496    20030430  12.5\n",
      "23497    20030501  11.1\n",
      "23498    20030502  13.5\n",
      "23499    20030503  11.9\n",
      "23500    20030504  16.3\n",
      "23501    20030505  18.7\n",
      "23502    20030506  12.1\n",
      "23503    20030507  12.7\n",
      "23504    20030508  16.0\n",
      "23505    20030509  12.4\n",
      "23506    20030510  12.7\n",
      "23507    20030511  14.4\n",
      "23508    20030512  12.8\n",
      "23509    20030513   8.5\n",
      "23510    20030514   7.6\n",
      "23511    20030515   7.5\n",
      "23512    20030516  11.2\n",
      "23513    20030517  13.5\n",
      "23514    20030518  13.8\n",
      "23515    20030519  12.0\n",
      "23516    20030520  10.9\n",
      "23517    20030521  11.2\n",
      "23518    20030522  12.4\n",
      "23519    20030523  14.6\n",
      "23520    20030524  14.7\n",
      "23521    20030525  13.6\n",
      "23522    20030526  14.3\n",
      "23523    20030527  16.7\n",
      "23524    20030528  17.9\n",
      "23525    20030529  19.3\n",
      "23526    20030530  22.0\n",
      "23527    20030531  20.8\n",
      "23528    20030601  22.1\n",
      "23529    20030602  22.7\n",
      "23530    20030603  20.9\n",
      "23531    20030604  22.9\n",
      "23532    20030605  18.0\n",
      "23533    20030606  18.6\n",
      "23534    20030607  22.1\n",
      "23535    20030608  19.9\n",
      "23536    20030609  15.4\n",
      "23537    20030610  19.4\n",
      "23538    20030611  19.3\n",
      "23539    20030612  20.4\n",
      "23540    20030613  18.9\n",
      "23541    20030614  17.4\n",
      "23542    20030615  17.8\n",
      "23543    20030616  18.4\n",
      "23544    20030617  19.9\n",
      "23545    20030618  18.0\n",
      "23546    20030619  17.8\n",
      "23547    20030620  15.9\n",
      "23548    20030621  14.8\n",
      "23549    20030622  19.3\n",
      "23550    20030623  21.6\n",
      "23551    20030624  17.4\n",
      "23552    20030625  16.6\n",
      "23553    20030626  17.5\n",
      "23554    20030627  20.6\n",
      "23555    20030628  19.1\n",
      "23556    20030629  19.6\n",
      "23557    20030630  17.8\n",
      "23558    20030701  16.3\n",
      "23559    20030702  14.4\n",
      "23560    20030703  14.0\n",
      "23561    20030704  14.4\n",
      "23562    20030705  14.6\n",
      "23563    20030706  15.2\n",
      "23564    20030707  17.3\n",
      "23565    20030708  18.6\n",
      "23566    20030709  17.8\n",
      "23567    20030710  18.6\n",
      "23568    20030711  20.4\n",
      "23569    20030712  16.7\n",
      "23570    20030713  18.5\n",
      "23571    20030714  21.1\n",
      "23572    20030715  25.0\n",
      "23573    20030716  26.3\n",
      "23574    20030717  18.0\n",
      "23575    20030718  21.4\n",
      "23576    20030719  24.5\n",
      "23577    20030720  26.0\n",
      "23578    20030721  20.7\n",
      "23579    20030722  20.7\n",
      "23580    20030723  21.3\n",
      "23581    20030724  18.9\n",
      "23582    20030725  19.2\n",
      "23583    20030726  19.1\n",
      "23584    20030727  19.9\n",
      "23585    20030728  17.8\n",
      "23586    20030729  20.0\n",
      "23587    20030730  18.8\n",
      "23588    20030731  19.9\n",
      "23589    20030801  22.8\n",
      "23590    20030802  24.0\n",
      "23591    20030803  23.6\n",
      "23592    20030804  24.2\n",
      "23593    20030805  24.5\n",
      "23594    20030806  25.6\n",
      "23595    20030807  29.0\n",
      "23596    20030808  29.1\n",
      "23597    20030809  25.1\n",
      "23598    20030810  23.3\n",
      "23599    20030811  26.3\n",
      "23600    20030812  28.5\n",
      "23601    20030813  23.7\n",
      "23602    20030814  19.7\n",
      "23603    20030815  17.3\n",
      "23604    20030816  17.8\n",
      "23605    20030817  18.3\n",
      "23606    20030818  18.7\n",
      "23607    20030819  18.5\n",
      "23608    20030820  17.8\n",
      "23609    20030821  18.5\n",
      "23610    20030822  17.9\n",
      "23611    20030823  19.5\n",
      "23612    20030824  16.2\n",
      "23613    20030825  18.3\n",
      "23614    20030826  18.0\n",
      "23615    20030827  15.7\n",
      "23616    20030828  16.0\n",
      "23617    20030829  13.4\n",
      "23618    20030830  14.5\n",
      "23619    20030831  12.9\n",
      "23620    20030901  12.1\n",
      "23621    20030902  12.6\n",
      "23622    20030903  14.3\n",
      "23623    20030904  16.3\n",
      "23624    20030905  18.8\n",
      "23625    20030906  17.7\n",
      "23626    20030907  16.3\n",
      "23627    20030908  14.1\n",
      "23628    20030909  14.5\n",
      "23629    20030910  12.3\n",
      "23630    20030911  13.5\n",
      "23631    20030912  14.2\n",
      "23632    20030913  14.1\n",
      "23633    20030914  15.1\n",
      "23634    20030915  17.0\n",
      "23635    20030916  17.4\n",
      "23636    20030917  18.5\n",
      "23637    20030918  20.2\n",
      "23638    20030919  21.1\n",
      "23639    20030920  22.8\n",
      "23640    20030921  21.0\n",
      "23641    20030922  21.7\n",
      "23642    20030923  10.3\n",
      "23643    20030924   9.7\n",
      "23644    20030925  12.1\n",
      "23645    20030926  14.3\n",
      "23646    20030927  12.7\n",
      "23647    20030928  13.2\n",
      "23648    20030929  11.1\n",
      "23649    20030930  11.8\n",
      "23650    20031001  11.4\n",
      "23651    20031002  13.5\n",
      "23652    20031003  13.9\n",
      "23653    20031004  10.7\n",
      "23654    20031005   8.4\n",
      "23655    20031006   7.2\n",
      "23656    20031007   7.3\n",
      "23657    20031008   9.1\n",
      "23658    20031009  10.7\n",
      "23659    20031010  12.6\n",
      "23660    20031011  11.3\n",
      "23661    20031012   9.2\n",
      "23662    20031013   8.5\n",
      "23663    20031014   7.2\n",
      "23664    20031015   6.2\n",
      "23665    20031016   6.1\n",
      "23666    20031017   5.3\n",
      "23667    20031018   5.6\n",
      "23668    20031019   5.0\n",
      "23669    20031020   4.4\n",
      "23670    20031021   4.7\n",
      "23671    20031022   3.7\n",
      "23672    20031023   1.7\n",
      "23673    20031024  -0.4\n",
      "23674    20031025   4.2\n",
      "23675    20031026   5.1\n",
      "23676    20031027   3.4\n",
      "23677    20031028   4.2\n",
      "23678    20031029   5.1\n",
      "23679    20031030   5.8\n",
      "23680    20031031   7.8\n",
      "23681    20031101   8.5\n",
      "23682    20031102   8.7\n",
      "23683    20031103  10.9\n",
      "23684    20031104   9.1\n",
      "23685    20031105   9.8\n",
      "23686    20031106  10.9\n",
      "23687    20031107   5.6\n",
      "23688    20031108   6.2\n",
      "23689    20031109   8.4\n",
      "23690    20031110   9.8\n",
      "23691    20031111   3.4\n",
      "23692    20031112   4.2\n",
      "23693    20031113   8.4\n",
      "23694    20031114   6.7\n",
      "23695    20031115   7.8\n",
      "23696    20031116   5.7\n",
      "23697    20031117   6.4\n",
      "23698    20031118   9.6\n",
      "23699    20031119  11.3\n",
      "23700    20031120   9.7\n",
      "23701    20031121   9.2\n",
      "23702    20031122  12.0\n",
      "23703    20031123  13.4\n",
      "23704    20031124  12.8\n",
      "23705    20031125   7.6\n",
      "23706    20031126   8.7\n",
      "23707    20031127   7.1\n",
      "23708    20031128   4.2\n",
      "23709    20031129   4.5\n",
      "23710    20031130   6.4\n",
      "23711    20031201  11.0\n",
      "23712    20031202   6.8\n",
      "23713    20031203   4.8\n",
      "23714    20031204   3.9\n",
      "23715    20031205   3.0\n",
      "23716    20031206   2.7\n",
      "23717    20031207  -1.5\n",
      "23718    20031208   0.0\n"
     ]
    }
   ],
   "source": [
    "messwerte = messwerte.loc[(messwerte.MESS_DATUM > 20021209) & (messwerte.MESS_DATUM < 20031209)]\n",
    "pd.set_option('display.max_rows', len(messwerte))\n",
    "print(messwerte)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "e27a32fc",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        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>MESS_DATUM</th>\n",
       "      <th>TMK</th>\n",
       "      <th>t</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>23355</th>\n",
       "      <td>20021210</td>\n",
       "      <td>-6.6</td>\n",
       "      <td>-6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23356</th>\n",
       "      <td>20021211</td>\n",
       "      <td>-6.6</td>\n",
       "      <td>-6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23357</th>\n",
       "      <td>20021212</td>\n",
       "      <td>-4.3</td>\n",
       "      <td>-4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23358</th>\n",
       "      <td>20021213</td>\n",
       "      <td>-0.7</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23359</th>\n",
       "      <td>20021214</td>\n",
       "      <td>1.5</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23360</th>\n",
       "      <td>20021215</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23361</th>\n",
       "      <td>20021216</td>\n",
       "      <td>4.9</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23362</th>\n",
       "      <td>20021217</td>\n",
       "      <td>0.1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23363</th>\n",
       "      <td>20021218</td>\n",
       "      <td>-0.1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23364</th>\n",
       "      <td>20021219</td>\n",
       "      <td>-0.1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23365</th>\n",
       "      <td>20021220</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23366</th>\n",
       "      <td>20021221</td>\n",
       "      <td>2.9</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23367</th>\n",
       "      <td>20021222</td>\n",
       "      <td>6.7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23368</th>\n",
       "      <td>20021223</td>\n",
       "      <td>4.3</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23369</th>\n",
       "      <td>20021224</td>\n",
       "      <td>9.6</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23370</th>\n",
       "      <td>20021225</td>\n",
       "      <td>10.1</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23371</th>\n",
       "      <td>20021226</td>\n",
       "      <td>8.8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23372</th>\n",
       "      <td>20021227</td>\n",
       "      <td>10.6</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23373</th>\n",
       "      <td>20021228</td>\n",
       "      <td>8.9</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23374</th>\n",
       "      <td>20021229</td>\n",
       "      <td>6.9</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23375</th>\n",
       "      <td>20021230</td>\n",
       "      <td>9.2</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23376</th>\n",
       "      <td>20021231</td>\n",
       "      <td>-0.4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23377</th>\n",
       "      <td>20030101</td>\n",
       "      <td>3.6</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23378</th>\n",
       "      <td>20030102</td>\n",
       "      <td>9.2</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23379</th>\n",
       "      <td>20030103</td>\n",
       "      <td>6.2</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23380</th>\n",
       "      <td>20030104</td>\n",
       "      <td>-1.3</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23381</th>\n",
       "      <td>20030105</td>\n",
       "      <td>-3.2</td>\n",
       "      <td>-3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23382</th>\n",
       "      <td>20030106</td>\n",
       "      <td>-2.6</td>\n",
       "      <td>-2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23383</th>\n",
       "      <td>20030107</td>\n",
       "      <td>-5.4</td>\n",
       "      <td>-5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23384</th>\n",
       "      <td>20030108</td>\n",
       "      <td>-8.0</td>\n",
       "      <td>-8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23385</th>\n",
       "      <td>20030109</td>\n",
       "      <td>-8.7</td>\n",
       "      <td>-8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23386</th>\n",
       "      <td>20030110</td>\n",
       "      <td>-6.1</td>\n",
       "      <td>-6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23387</th>\n",
       "      <td>20030111</td>\n",
       "      <td>-3.8</td>\n",
       "      <td>-3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23388</th>\n",
       "      <td>20030112</td>\n",
       "      <td>-2.6</td>\n",
       "      <td>-2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23389</th>\n",
       "      <td>20030113</td>\n",
       "      <td>2.1</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23390</th>\n",
       "      <td>20030114</td>\n",
       "      <td>5.5</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23391</th>\n",
       "      <td>20030115</td>\n",
       "      <td>4.2</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23392</th>\n",
       "      <td>20030116</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23393</th>\n",
       "      <td>20030117</td>\n",
       "      <td>2.1</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23394</th>\n",
       "      <td>20030118</td>\n",
       "      <td>2.4</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23395</th>\n",
       "      <td>20030119</td>\n",
       "      <td>4.2</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23396</th>\n",
       "      <td>20030120</td>\n",
       "      <td>7.0</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23397</th>\n",
       "      <td>20030121</td>\n",
       "      <td>6.7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23398</th>\n",
       "      <td>20030122</td>\n",
       "      <td>6.3</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23399</th>\n",
       "      <td>20030123</td>\n",
       "      <td>5.2</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23400</th>\n",
       "      <td>20030124</td>\n",
       "      <td>2.2</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23401</th>\n",
       "      <td>20030125</td>\n",
       "      <td>1.6</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23402</th>\n",
       "      <td>20030126</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23403</th>\n",
       "      <td>20030127</td>\n",
       "      <td>7.8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23404</th>\n",
       "      <td>20030128</td>\n",
       "      <td>4.9</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23405</th>\n",
       "      <td>20030129</td>\n",
       "      <td>2.3</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23406</th>\n",
       "      <td>20030130</td>\n",
       "      <td>-0.2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23407</th>\n",
       "      <td>20030131</td>\n",
       "      <td>-4.9</td>\n",
       "      <td>-4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23408</th>\n",
       "      <td>20030201</td>\n",
       "      <td>-3.8</td>\n",
       "      <td>-3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23409</th>\n",
       "      <td>20030202</td>\n",
       "      <td>0.9</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23410</th>\n",
       "      <td>20030203</td>\n",
       "      <td>2.8</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23411</th>\n",
       "      <td>20030204</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23412</th>\n",
       "      <td>20030205</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23413</th>\n",
       "      <td>20030206</td>\n",
       "      <td>-0.1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23414</th>\n",
       "      <td>20030207</td>\n",
       "      <td>1.2</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23415</th>\n",
       "      <td>20030208</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23416</th>\n",
       "      <td>20030209</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23417</th>\n",
       "      <td>20030210</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23418</th>\n",
       "      <td>20030211</td>\n",
       "      <td>0.7</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23419</th>\n",
       "      <td>20030212</td>\n",
       "      <td>-3.3</td>\n",
       "      <td>-3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23420</th>\n",
       "      <td>20030213</td>\n",
       "      <td>-2.5</td>\n",
       "      <td>-2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23421</th>\n",
       "      <td>20030214</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>-2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23422</th>\n",
       "      <td>20030215</td>\n",
       "      <td>-2.9</td>\n",
       "      <td>-2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23423</th>\n",
       "      <td>20030216</td>\n",
       "      <td>-2.1</td>\n",
       "      <td>-2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23424</th>\n",
       "      <td>20030217</td>\n",
       "      <td>-2.8</td>\n",
       "      <td>-2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23425</th>\n",
       "      <td>20030218</td>\n",
       "      <td>-2.5</td>\n",
       "      <td>-2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23426</th>\n",
       "      <td>20030219</td>\n",
       "      <td>-1.5</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23427</th>\n",
       "      <td>20030220</td>\n",
       "      <td>1.2</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23428</th>\n",
       "      <td>20030221</td>\n",
       "      <td>3.2</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23429</th>\n",
       "      <td>20030222</td>\n",
       "      <td>4.1</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23430</th>\n",
       "      <td>20030223</td>\n",
       "      <td>5.9</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23431</th>\n",
       "      <td>20030224</td>\n",
       "      <td>7.2</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23432</th>\n",
       "      <td>20030225</td>\n",
       "      <td>6.3</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23433</th>\n",
       "      <td>20030226</td>\n",
       "      <td>7.4</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23434</th>\n",
       "      <td>20030227</td>\n",
       "      <td>9.9</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23435</th>\n",
       "      <td>20030228</td>\n",
       "      <td>9.6</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23436</th>\n",
       "      <td>20030301</td>\n",
       "      <td>8.9</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23437</th>\n",
       "      <td>20030302</td>\n",
       "      <td>7.8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23438</th>\n",
       "      <td>20030303</td>\n",
       "      <td>4.6</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23439</th>\n",
       "      <td>20030304</td>\n",
       "      <td>5.1</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23440</th>\n",
       "      <td>20030305</td>\n",
       "      <td>9.9</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23441</th>\n",
       "      <td>20030306</td>\n",
       "      <td>7.6</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23442</th>\n",
       "      <td>20030307</td>\n",
       "      <td>6.2</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23443</th>\n",
       "      <td>20030308</td>\n",
       "      <td>7.5</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23444</th>\n",
       "      <td>20030309</td>\n",
       "      <td>9.5</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23445</th>\n",
       "      <td>20030310</td>\n",
       "      <td>10.1</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23446</th>\n",
       "      <td>20030311</td>\n",
       "      <td>9.7</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23447</th>\n",
       "      <td>20030312</td>\n",
       "      <td>7.2</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23448</th>\n",
       "      <td>20030313</td>\n",
       "      <td>5.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23449</th>\n",
       "      <td>20030314</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23450</th>\n",
       "      <td>20030315</td>\n",
       "      <td>4.4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23451</th>\n",
       "      <td>20030316</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23452</th>\n",
       "      <td>20030317</td>\n",
       "      <td>4.9</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23453</th>\n",
       "      <td>20030318</td>\n",
       "      <td>5.7</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23454</th>\n",
       "      <td>20030319</td>\n",
       "      <td>6.1</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23455</th>\n",
       "      <td>20030320</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23456</th>\n",
       "      <td>20030321</td>\n",
       "      <td>4.2</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23457</th>\n",
       "      <td>20030322</td>\n",
       "      <td>6.3</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23458</th>\n",
       "      <td>20030323</td>\n",
       "      <td>10.7</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23459</th>\n",
       "      <td>20030324</td>\n",
       "      <td>13.5</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23460</th>\n",
       "      <td>20030325</td>\n",
       "      <td>12.1</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23461</th>\n",
       "      <td>20030326</td>\n",
       "      <td>12.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23462</th>\n",
       "      <td>20030327</td>\n",
       "      <td>12.8</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23463</th>\n",
       "      <td>20030328</td>\n",
       "      <td>13.1</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23464</th>\n",
       "      <td>20030329</td>\n",
       "      <td>13.7</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23465</th>\n",
       "      <td>20030330</td>\n",
       "      <td>10.9</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23466</th>\n",
       "      <td>20030331</td>\n",
       "      <td>7.1</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23467</th>\n",
       "      <td>20030401</td>\n",
       "      <td>8.9</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23468</th>\n",
       "      <td>20030402</td>\n",
       "      <td>5.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23469</th>\n",
       "      <td>20030403</td>\n",
       "      <td>4.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23470</th>\n",
       "      <td>20030404</td>\n",
       "      <td>5.4</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23471</th>\n",
       "      <td>20030405</td>\n",
       "      <td>6.4</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23472</th>\n",
       "      <td>20030406</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23473</th>\n",
       "      <td>20030407</td>\n",
       "      <td>1.7</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23474</th>\n",
       "      <td>20030408</td>\n",
       "      <td>1.6</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23475</th>\n",
       "      <td>20030409</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23476</th>\n",
       "      <td>20030410</td>\n",
       "      <td>1.5</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23477</th>\n",
       "      <td>20030411</td>\n",
       "      <td>3.8</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23478</th>\n",
       "      <td>20030412</td>\n",
       "      <td>8.4</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23479</th>\n",
       "      <td>20030413</td>\n",
       "      <td>12.3</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23480</th>\n",
       "      <td>20030414</td>\n",
       "      <td>14.3</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23481</th>\n",
       "      <td>20030415</td>\n",
       "      <td>16.9</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23482</th>\n",
       "      <td>20030416</td>\n",
       "      <td>17.5</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23483</th>\n",
       "      <td>20030417</td>\n",
       "      <td>15.3</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23484</th>\n",
       "      <td>20030418</td>\n",
       "      <td>11.3</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23485</th>\n",
       "      <td>20030419</td>\n",
       "      <td>6.1</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23486</th>\n",
       "      <td>20030420</td>\n",
       "      <td>10.2</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23487</th>\n",
       "      <td>20030421</td>\n",
       "      <td>15.5</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23488</th>\n",
       "      <td>20030422</td>\n",
       "      <td>11.8</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23489</th>\n",
       "      <td>20030423</td>\n",
       "      <td>12.6</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23490</th>\n",
       "      <td>20030424</td>\n",
       "      <td>15.9</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23491</th>\n",
       "      <td>20030425</td>\n",
       "      <td>18.3</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23492</th>\n",
       "      <td>20030426</td>\n",
       "      <td>13.3</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23493</th>\n",
       "      <td>20030427</td>\n",
       "      <td>11.6</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23494</th>\n",
       "      <td>20030428</td>\n",
       "      <td>15.3</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23495</th>\n",
       "      <td>20030429</td>\n",
       "      <td>14.8</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23496</th>\n",
       "      <td>20030430</td>\n",
       "      <td>12.5</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23497</th>\n",
       "      <td>20030501</td>\n",
       "      <td>11.1</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23498</th>\n",
       "      <td>20030502</td>\n",
       "      <td>13.5</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23499</th>\n",
       "      <td>20030503</td>\n",
       "      <td>11.9</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23500</th>\n",
       "      <td>20030504</td>\n",
       "      <td>16.3</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23501</th>\n",
       "      <td>20030505</td>\n",
       "      <td>18.7</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23502</th>\n",
       "      <td>20030506</td>\n",
       "      <td>12.1</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23503</th>\n",
       "      <td>20030507</td>\n",
       "      <td>12.7</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23504</th>\n",
       "      <td>20030508</td>\n",
       "      <td>16.0</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23505</th>\n",
       "      <td>20030509</td>\n",
       "      <td>12.4</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23506</th>\n",
       "      <td>20030510</td>\n",
       "      <td>12.7</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23507</th>\n",
       "      <td>20030511</td>\n",
       "      <td>14.4</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23508</th>\n",
       "      <td>20030512</td>\n",
       "      <td>12.8</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23509</th>\n",
       "      <td>20030513</td>\n",
       "      <td>8.5</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23510</th>\n",
       "      <td>20030514</td>\n",
       "      <td>7.6</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23511</th>\n",
       "      <td>20030515</td>\n",
       "      <td>7.5</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23512</th>\n",
       "      <td>20030516</td>\n",
       "      <td>11.2</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23513</th>\n",
       "      <td>20030517</td>\n",
       "      <td>13.5</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23514</th>\n",
       "      <td>20030518</td>\n",
       "      <td>13.8</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23515</th>\n",
       "      <td>20030519</td>\n",
       "      <td>12.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23516</th>\n",
       "      <td>20030520</td>\n",
       "      <td>10.9</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23517</th>\n",
       "      <td>20030521</td>\n",
       "      <td>11.2</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23518</th>\n",
       "      <td>20030522</td>\n",
       "      <td>12.4</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23519</th>\n",
       "      <td>20030523</td>\n",
       "      <td>14.6</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23520</th>\n",
       "      <td>20030524</td>\n",
       "      <td>14.7</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23521</th>\n",
       "      <td>20030525</td>\n",
       "      <td>13.6</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23522</th>\n",
       "      <td>20030526</td>\n",
       "      <td>14.3</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23523</th>\n",
       "      <td>20030527</td>\n",
       "      <td>16.7</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23524</th>\n",
       "      <td>20030528</td>\n",
       "      <td>17.9</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23525</th>\n",
       "      <td>20030529</td>\n",
       "      <td>19.3</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23526</th>\n",
       "      <td>20030530</td>\n",
       "      <td>22.0</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23527</th>\n",
       "      <td>20030531</td>\n",
       "      <td>20.8</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23528</th>\n",
       "      <td>20030601</td>\n",
       "      <td>22.1</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23529</th>\n",
       "      <td>20030602</td>\n",
       "      <td>22.7</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23530</th>\n",
       "      <td>20030603</td>\n",
       "      <td>20.9</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23531</th>\n",
       "      <td>20030604</td>\n",
       "      <td>22.9</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23532</th>\n",
       "      <td>20030605</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23533</th>\n",
       "      <td>20030606</td>\n",
       "      <td>18.6</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23534</th>\n",
       "      <td>20030607</td>\n",
       "      <td>22.1</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23535</th>\n",
       "      <td>20030608</td>\n",
       "      <td>19.9</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23536</th>\n",
       "      <td>20030609</td>\n",
       "      <td>15.4</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23537</th>\n",
       "      <td>20030610</td>\n",
       "      <td>19.4</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23538</th>\n",
       "      <td>20030611</td>\n",
       "      <td>19.3</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23539</th>\n",
       "      <td>20030612</td>\n",
       "      <td>20.4</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23540</th>\n",
       "      <td>20030613</td>\n",
       "      <td>18.9</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23541</th>\n",
       "      <td>20030614</td>\n",
       "      <td>17.4</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23542</th>\n",
       "      <td>20030615</td>\n",
       "      <td>17.8</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23543</th>\n",
       "      <td>20030616</td>\n",
       "      <td>18.4</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23544</th>\n",
       "      <td>20030617</td>\n",
       "      <td>19.9</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23545</th>\n",
       "      <td>20030618</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23546</th>\n",
       "      <td>20030619</td>\n",
       "      <td>17.8</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23547</th>\n",
       "      <td>20030620</td>\n",
       "      <td>15.9</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23548</th>\n",
       "      <td>20030621</td>\n",
       "      <td>14.8</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23549</th>\n",
       "      <td>20030622</td>\n",
       "      <td>19.3</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23550</th>\n",
       "      <td>20030623</td>\n",
       "      <td>21.6</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23551</th>\n",
       "      <td>20030624</td>\n",
       "      <td>17.4</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23552</th>\n",
       "      <td>20030625</td>\n",
       "      <td>16.6</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23553</th>\n",
       "      <td>20030626</td>\n",
       "      <td>17.5</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23554</th>\n",
       "      <td>20030627</td>\n",
       "      <td>20.6</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23555</th>\n",
       "      <td>20030628</td>\n",
       "      <td>19.1</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23556</th>\n",
       "      <td>20030629</td>\n",
       "      <td>19.6</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23557</th>\n",
       "      <td>20030630</td>\n",
       "      <td>17.8</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23558</th>\n",
       "      <td>20030701</td>\n",
       "      <td>16.3</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23559</th>\n",
       "      <td>20030702</td>\n",
       "      <td>14.4</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23560</th>\n",
       "      <td>20030703</td>\n",
       "      <td>14.0</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23561</th>\n",
       "      <td>20030704</td>\n",
       "      <td>14.4</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23562</th>\n",
       "      <td>20030705</td>\n",
       "      <td>14.6</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23563</th>\n",
       "      <td>20030706</td>\n",
       "      <td>15.2</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23564</th>\n",
       "      <td>20030707</td>\n",
       "      <td>17.3</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23565</th>\n",
       "      <td>20030708</td>\n",
       "      <td>18.6</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23566</th>\n",
       "      <td>20030709</td>\n",
       "      <td>17.8</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23567</th>\n",
       "      <td>20030710</td>\n",
       "      <td>18.6</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23568</th>\n",
       "      <td>20030711</td>\n",
       "      <td>20.4</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23569</th>\n",
       "      <td>20030712</td>\n",
       "      <td>16.7</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23570</th>\n",
       "      <td>20030713</td>\n",
       "      <td>18.5</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23571</th>\n",
       "      <td>20030714</td>\n",
       "      <td>21.1</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23572</th>\n",
       "      <td>20030715</td>\n",
       "      <td>25.0</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23573</th>\n",
       "      <td>20030716</td>\n",
       "      <td>26.3</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23574</th>\n",
       "      <td>20030717</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23575</th>\n",
       "      <td>20030718</td>\n",
       "      <td>21.4</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23576</th>\n",
       "      <td>20030719</td>\n",
       "      <td>24.5</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23577</th>\n",
       "      <td>20030720</td>\n",
       "      <td>26.0</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23578</th>\n",
       "      <td>20030721</td>\n",
       "      <td>20.7</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23579</th>\n",
       "      <td>20030722</td>\n",
       "      <td>20.7</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23580</th>\n",
       "      <td>20030723</td>\n",
       "      <td>21.3</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23581</th>\n",
       "      <td>20030724</td>\n",
       "      <td>18.9</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23582</th>\n",
       "      <td>20030725</td>\n",
       "      <td>19.2</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23583</th>\n",
       "      <td>20030726</td>\n",
       "      <td>19.1</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23584</th>\n",
       "      <td>20030727</td>\n",
       "      <td>19.9</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23585</th>\n",
       "      <td>20030728</td>\n",
       "      <td>17.8</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23586</th>\n",
       "      <td>20030729</td>\n",
       "      <td>20.0</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23587</th>\n",
       "      <td>20030730</td>\n",
       "      <td>18.8</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23588</th>\n",
       "      <td>20030731</td>\n",
       "      <td>19.9</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23589</th>\n",
       "      <td>20030801</td>\n",
       "      <td>22.8</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23590</th>\n",
       "      <td>20030802</td>\n",
       "      <td>24.0</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23591</th>\n",
       "      <td>20030803</td>\n",
       "      <td>23.6</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23592</th>\n",
       "      <td>20030804</td>\n",
       "      <td>24.2</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23593</th>\n",
       "      <td>20030805</td>\n",
       "      <td>24.5</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23594</th>\n",
       "      <td>20030806</td>\n",
       "      <td>25.6</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23595</th>\n",
       "      <td>20030807</td>\n",
       "      <td>29.0</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23596</th>\n",
       "      <td>20030808</td>\n",
       "      <td>29.1</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23597</th>\n",
       "      <td>20030809</td>\n",
       "      <td>25.1</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23598</th>\n",
       "      <td>20030810</td>\n",
       "      <td>23.3</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23599</th>\n",
       "      <td>20030811</td>\n",
       "      <td>26.3</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23600</th>\n",
       "      <td>20030812</td>\n",
       "      <td>28.5</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23601</th>\n",
       "      <td>20030813</td>\n",
       "      <td>23.7</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23602</th>\n",
       "      <td>20030814</td>\n",
       "      <td>19.7</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23603</th>\n",
       "      <td>20030815</td>\n",
       "      <td>17.3</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23604</th>\n",
       "      <td>20030816</td>\n",
       "      <td>17.8</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23605</th>\n",
       "      <td>20030817</td>\n",
       "      <td>18.3</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23606</th>\n",
       "      <td>20030818</td>\n",
       "      <td>18.7</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23607</th>\n",
       "      <td>20030819</td>\n",
       "      <td>18.5</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23608</th>\n",
       "      <td>20030820</td>\n",
       "      <td>17.8</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23609</th>\n",
       "      <td>20030821</td>\n",
       "      <td>18.5</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23610</th>\n",
       "      <td>20030822</td>\n",
       "      <td>17.9</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23611</th>\n",
       "      <td>20030823</td>\n",
       "      <td>19.5</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23612</th>\n",
       "      <td>20030824</td>\n",
       "      <td>16.2</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23613</th>\n",
       "      <td>20030825</td>\n",
       "      <td>18.3</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23614</th>\n",
       "      <td>20030826</td>\n",
       "      <td>18.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23615</th>\n",
       "      <td>20030827</td>\n",
       "      <td>15.7</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23616</th>\n",
       "      <td>20030828</td>\n",
       "      <td>16.0</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23617</th>\n",
       "      <td>20030829</td>\n",
       "      <td>13.4</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23618</th>\n",
       "      <td>20030830</td>\n",
       "      <td>14.5</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23619</th>\n",
       "      <td>20030831</td>\n",
       "      <td>12.9</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23620</th>\n",
       "      <td>20030901</td>\n",
       "      <td>12.1</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23621</th>\n",
       "      <td>20030902</td>\n",
       "      <td>12.6</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23622</th>\n",
       "      <td>20030903</td>\n",
       "      <td>14.3</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23623</th>\n",
       "      <td>20030904</td>\n",
       "      <td>16.3</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23624</th>\n",
       "      <td>20030905</td>\n",
       "      <td>18.8</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23625</th>\n",
       "      <td>20030906</td>\n",
       "      <td>17.7</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23626</th>\n",
       "      <td>20030907</td>\n",
       "      <td>16.3</td>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23627</th>\n",
       "      <td>20030908</td>\n",
       "      <td>14.1</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23628</th>\n",
       "      <td>20030909</td>\n",
       "      <td>14.5</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23629</th>\n",
       "      <td>20030910</td>\n",
       "      <td>12.3</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23630</th>\n",
       "      <td>20030911</td>\n",
       "      <td>13.5</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23631</th>\n",
       "      <td>20030912</td>\n",
       "      <td>14.2</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23632</th>\n",
       "      <td>20030913</td>\n",
       "      <td>14.1</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23633</th>\n",
       "      <td>20030914</td>\n",
       "      <td>15.1</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23634</th>\n",
       "      <td>20030915</td>\n",
       "      <td>17.0</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23635</th>\n",
       "      <td>20030916</td>\n",
       "      <td>17.4</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23636</th>\n",
       "      <td>20030917</td>\n",
       "      <td>18.5</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23637</th>\n",
       "      <td>20030918</td>\n",
       "      <td>20.2</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23638</th>\n",
       "      <td>20030919</td>\n",
       "      <td>21.1</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23639</th>\n",
       "      <td>20030920</td>\n",
       "      <td>22.8</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23640</th>\n",
       "      <td>20030921</td>\n",
       "      <td>21.0</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23641</th>\n",
       "      <td>20030922</td>\n",
       "      <td>21.7</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23642</th>\n",
       "      <td>20030923</td>\n",
       "      <td>10.3</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23643</th>\n",
       "      <td>20030924</td>\n",
       "      <td>9.7</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23644</th>\n",
       "      <td>20030925</td>\n",
       "      <td>12.1</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23645</th>\n",
       "      <td>20030926</td>\n",
       "      <td>14.3</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23646</th>\n",
       "      <td>20030927</td>\n",
       "      <td>12.7</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23647</th>\n",
       "      <td>20030928</td>\n",
       "      <td>13.2</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23648</th>\n",
       "      <td>20030929</td>\n",
       "      <td>11.1</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23649</th>\n",
       "      <td>20030930</td>\n",
       "      <td>11.8</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23650</th>\n",
       "      <td>20031001</td>\n",
       "      <td>11.4</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23651</th>\n",
       "      <td>20031002</td>\n",
       "      <td>13.5</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23652</th>\n",
       "      <td>20031003</td>\n",
       "      <td>13.9</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23653</th>\n",
       "      <td>20031004</td>\n",
       "      <td>10.7</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23654</th>\n",
       "      <td>20031005</td>\n",
       "      <td>8.4</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23655</th>\n",
       "      <td>20031006</td>\n",
       "      <td>7.2</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23656</th>\n",
       "      <td>20031007</td>\n",
       "      <td>7.3</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23657</th>\n",
       "      <td>20031008</td>\n",
       "      <td>9.1</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23658</th>\n",
       "      <td>20031009</td>\n",
       "      <td>10.7</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23659</th>\n",
       "      <td>20031010</td>\n",
       "      <td>12.6</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23660</th>\n",
       "      <td>20031011</td>\n",
       "      <td>11.3</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23661</th>\n",
       "      <td>20031012</td>\n",
       "      <td>9.2</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23662</th>\n",
       "      <td>20031013</td>\n",
       "      <td>8.5</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23663</th>\n",
       "      <td>20031014</td>\n",
       "      <td>7.2</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23664</th>\n",
       "      <td>20031015</td>\n",
       "      <td>6.2</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23665</th>\n",
       "      <td>20031016</td>\n",
       "      <td>6.1</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23666</th>\n",
       "      <td>20031017</td>\n",
       "      <td>5.3</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23667</th>\n",
       "      <td>20031018</td>\n",
       "      <td>5.6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23668</th>\n",
       "      <td>20031019</td>\n",
       "      <td>5.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23669</th>\n",
       "      <td>20031020</td>\n",
       "      <td>4.4</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23670</th>\n",
       "      <td>20031021</td>\n",
       "      <td>4.7</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23671</th>\n",
       "      <td>20031022</td>\n",
       "      <td>3.7</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23672</th>\n",
       "      <td>20031023</td>\n",
       "      <td>1.7</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23673</th>\n",
       "      <td>20031024</td>\n",
       "      <td>-0.4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23674</th>\n",
       "      <td>20031025</td>\n",
       "      <td>4.2</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23675</th>\n",
       "      <td>20031026</td>\n",
       "      <td>5.1</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23676</th>\n",
       "      <td>20031027</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23677</th>\n",
       "      <td>20031028</td>\n",
       "      <td>4.2</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23678</th>\n",
       "      <td>20031029</td>\n",
       "      <td>5.1</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23679</th>\n",
       "      <td>20031030</td>\n",
       "      <td>5.8</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23680</th>\n",
       "      <td>20031031</td>\n",
       "      <td>7.8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23681</th>\n",
       "      <td>20031101</td>\n",
       "      <td>8.5</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23682</th>\n",
       "      <td>20031102</td>\n",
       "      <td>8.7</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23683</th>\n",
       "      <td>20031103</td>\n",
       "      <td>10.9</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23684</th>\n",
       "      <td>20031104</td>\n",
       "      <td>9.1</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23685</th>\n",
       "      <td>20031105</td>\n",
       "      <td>9.8</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23686</th>\n",
       "      <td>20031106</td>\n",
       "      <td>10.9</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23687</th>\n",
       "      <td>20031107</td>\n",
       "      <td>5.6</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23688</th>\n",
       "      <td>20031108</td>\n",
       "      <td>6.2</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23689</th>\n",
       "      <td>20031109</td>\n",
       "      <td>8.4</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23690</th>\n",
       "      <td>20031110</td>\n",
       "      <td>9.8</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23691</th>\n",
       "      <td>20031111</td>\n",
       "      <td>3.4</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23692</th>\n",
       "      <td>20031112</td>\n",
       "      <td>4.2</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23693</th>\n",
       "      <td>20031113</td>\n",
       "      <td>8.4</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23694</th>\n",
       "      <td>20031114</td>\n",
       "      <td>6.7</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23695</th>\n",
       "      <td>20031115</td>\n",
       "      <td>7.8</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23696</th>\n",
       "      <td>20031116</td>\n",
       "      <td>5.7</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23697</th>\n",
       "      <td>20031117</td>\n",
       "      <td>6.4</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23698</th>\n",
       "      <td>20031118</td>\n",
       "      <td>9.6</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23699</th>\n",
       "      <td>20031119</td>\n",
       "      <td>11.3</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23700</th>\n",
       "      <td>20031120</td>\n",
       "      <td>9.7</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23701</th>\n",
       "      <td>20031121</td>\n",
       "      <td>9.2</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23702</th>\n",
       "      <td>20031122</td>\n",
       "      <td>12.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23703</th>\n",
       "      <td>20031123</td>\n",
       "      <td>13.4</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23704</th>\n",
       "      <td>20031124</td>\n",
       "      <td>12.8</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23705</th>\n",
       "      <td>20031125</td>\n",
       "      <td>7.6</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23706</th>\n",
       "      <td>20031126</td>\n",
       "      <td>8.7</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23707</th>\n",
       "      <td>20031127</td>\n",
       "      <td>7.1</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23708</th>\n",
       "      <td>20031128</td>\n",
       "      <td>4.2</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23709</th>\n",
       "      <td>20031129</td>\n",
       "      <td>4.5</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23710</th>\n",
       "      <td>20031130</td>\n",
       "      <td>6.4</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23711</th>\n",
       "      <td>20031201</td>\n",
       "      <td>11.0</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23712</th>\n",
       "      <td>20031202</td>\n",
       "      <td>6.8</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23713</th>\n",
       "      <td>20031203</td>\n",
       "      <td>4.8</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23714</th>\n",
       "      <td>20031204</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23715</th>\n",
       "      <td>20031205</td>\n",
       "      <td>3.0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23716</th>\n",
       "      <td>20031206</td>\n",
       "      <td>2.7</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23717</th>\n",
       "      <td>20031207</td>\n",
       "      <td>-1.5</td>\n",
       "      <td>-1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23718</th>\n",
       "      <td>20031208</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       MESS_DATUM   TMK   t\n",
       "23355    20021210  -6.6  -6\n",
       "23356    20021211  -6.6  -6\n",
       "23357    20021212  -4.3  -4\n",
       "23358    20021213  -0.7   0\n",
       "23359    20021214   1.5   1\n",
       "23360    20021215   3.2   3\n",
       "23361    20021216   4.9   4\n",
       "23362    20021217   0.1   0\n",
       "23363    20021218  -0.1   0\n",
       "23364    20021219  -0.1   0\n",
       "23365    20021220   0.8   0\n",
       "23366    20021221   2.9   2\n",
       "23367    20021222   6.7   6\n",
       "23368    20021223   4.3   4\n",
       "23369    20021224   9.6   9\n",
       "23370    20021225  10.1  10\n",
       "23371    20021226   8.8   8\n",
       "23372    20021227  10.6  10\n",
       "23373    20021228   8.9   8\n",
       "23374    20021229   6.9   6\n",
       "23375    20021230   9.2   9\n",
       "23376    20021231  -0.4   0\n",
       "23377    20030101   3.6   3\n",
       "23378    20030102   9.2   9\n",
       "23379    20030103   6.2   6\n",
       "23380    20030104  -1.3  -1\n",
       "23381    20030105  -3.2  -3\n",
       "23382    20030106  -2.6  -2\n",
       "23383    20030107  -5.4  -5\n",
       "23384    20030108  -8.0  -8\n",
       "23385    20030109  -8.7  -8\n",
       "23386    20030110  -6.1  -6\n",
       "23387    20030111  -3.8  -3\n",
       "23388    20030112  -2.6  -2\n",
       "23389    20030113   2.1   2\n",
       "23390    20030114   5.5   5\n",
       "23391    20030115   4.2   4\n",
       "23392    20030116   3.9   3\n",
       "23393    20030117   2.1   2\n",
       "23394    20030118   2.4   2\n",
       "23395    20030119   4.2   4\n",
       "23396    20030120   7.0   7\n",
       "23397    20030121   6.7   6\n",
       "23398    20030122   6.3   6\n",
       "23399    20030123   5.2   5\n",
       "23400    20030124   2.2   2\n",
       "23401    20030125   1.6   1\n",
       "23402    20030126   3.8   3\n",
       "23403    20030127   7.8   7\n",
       "23404    20030128   4.9   4\n",
       "23405    20030129   2.3   2\n",
       "23406    20030130  -0.2   0\n",
       "23407    20030131  -4.9  -4\n",
       "23408    20030201  -3.8  -3\n",
       "23409    20030202   0.9   0\n",
       "23410    20030203   2.8   2\n",
       "23411    20030204   0.5   0\n",
       "23412    20030205   1.4   1\n",
       "23413    20030206  -0.1   0\n",
       "23414    20030207   1.2   1\n",
       "23415    20030208   3.9   3\n",
       "23416    20030209   3.7   3\n",
       "23417    20030210   0.3   0\n",
       "23418    20030211   0.7   0\n",
       "23419    20030212  -3.3  -3\n",
       "23420    20030213  -2.5  -2\n",
       "23421    20030214  -2.0  -2\n",
       "23422    20030215  -2.9  -2\n",
       "23423    20030216  -2.1  -2\n",
       "23424    20030217  -2.8  -2\n",
       "23425    20030218  -2.5  -2\n",
       "23426    20030219  -1.5  -1\n",
       "23427    20030220   1.2   1\n",
       "23428    20030221   3.2   3\n",
       "23429    20030222   4.1   4\n",
       "23430    20030223   5.9   5\n",
       "23431    20030224   7.2   7\n",
       "23432    20030225   6.3   6\n",
       "23433    20030226   7.4   7\n",
       "23434    20030227   9.9   9\n",
       "23435    20030228   9.6   9\n",
       "23436    20030301   8.9   8\n",
       "23437    20030302   7.8   7\n",
       "23438    20030303   4.6   4\n",
       "23439    20030304   5.1   5\n",
       "23440    20030305   9.9   9\n",
       "23441    20030306   7.6   7\n",
       "23442    20030307   6.2   6\n",
       "23443    20030308   7.5   7\n",
       "23444    20030309   9.5   9\n",
       "23445    20030310  10.1  10\n",
       "23446    20030311   9.7   9\n",
       "23447    20030312   7.2   7\n",
       "23448    20030313   5.0   5\n",
       "23449    20030314   4.0   4\n",
       "23450    20030315   4.4   4\n",
       "23451    20030316   6.0   6\n",
       "23452    20030317   4.9   4\n",
       "23453    20030318   5.7   5\n",
       "23454    20030319   6.1   6\n",
       "23455    20030320   2.7   2\n",
       "23456    20030321   4.2   4\n",
       "23457    20030322   6.3   6\n",
       "23458    20030323  10.7  10\n",
       "23459    20030324  13.5  13\n",
       "23460    20030325  12.1  12\n",
       "23461    20030326  12.0  12\n",
       "23462    20030327  12.8  12\n",
       "23463    20030328  13.1  13\n",
       "23464    20030329  13.7  13\n",
       "23465    20030330  10.9  10\n",
       "23466    20030331   7.1   7\n",
       "23467    20030401   8.9   8\n",
       "23468    20030402   5.0   5\n",
       "23469    20030403   4.0   4\n",
       "23470    20030404   5.4   5\n",
       "23471    20030405   6.4   6\n",
       "23472    20030406   3.9   3\n",
       "23473    20030407   1.7   1\n",
       "23474    20030408   1.6   1\n",
       "23475    20030409   1.4   1\n",
       "23476    20030410   1.5   1\n",
       "23477    20030411   3.8   3\n",
       "23478    20030412   8.4   8\n",
       "23479    20030413  12.3  12\n",
       "23480    20030414  14.3  14\n",
       "23481    20030415  16.9  16\n",
       "23482    20030416  17.5  17\n",
       "23483    20030417  15.3  15\n",
       "23484    20030418  11.3  11\n",
       "23485    20030419   6.1   6\n",
       "23486    20030420  10.2  10\n",
       "23487    20030421  15.5  15\n",
       "23488    20030422  11.8  11\n",
       "23489    20030423  12.6  12\n",
       "23490    20030424  15.9  15\n",
       "23491    20030425  18.3  18\n",
       "23492    20030426  13.3  13\n",
       "23493    20030427  11.6  11\n",
       "23494    20030428  15.3  15\n",
       "23495    20030429  14.8  14\n",
       "23496    20030430  12.5  12\n",
       "23497    20030501  11.1  11\n",
       "23498    20030502  13.5  13\n",
       "23499    20030503  11.9  11\n",
       "23500    20030504  16.3  16\n",
       "23501    20030505  18.7  18\n",
       "23502    20030506  12.1  12\n",
       "23503    20030507  12.7  12\n",
       "23504    20030508  16.0  16\n",
       "23505    20030509  12.4  12\n",
       "23506    20030510  12.7  12\n",
       "23507    20030511  14.4  14\n",
       "23508    20030512  12.8  12\n",
       "23509    20030513   8.5   8\n",
       "23510    20030514   7.6   7\n",
       "23511    20030515   7.5   7\n",
       "23512    20030516  11.2  11\n",
       "23513    20030517  13.5  13\n",
       "23514    20030518  13.8  13\n",
       "23515    20030519  12.0  12\n",
       "23516    20030520  10.9  10\n",
       "23517    20030521  11.2  11\n",
       "23518    20030522  12.4  12\n",
       "23519    20030523  14.6  14\n",
       "23520    20030524  14.7  14\n",
       "23521    20030525  13.6  13\n",
       "23522    20030526  14.3  14\n",
       "23523    20030527  16.7  16\n",
       "23524    20030528  17.9  17\n",
       "23525    20030529  19.3  19\n",
       "23526    20030530  22.0  22\n",
       "23527    20030531  20.8  20\n",
       "23528    20030601  22.1  22\n",
       "23529    20030602  22.7  22\n",
       "23530    20030603  20.9  20\n",
       "23531    20030604  22.9  22\n",
       "23532    20030605  18.0  18\n",
       "23533    20030606  18.6  18\n",
       "23534    20030607  22.1  22\n",
       "23535    20030608  19.9  19\n",
       "23536    20030609  15.4  15\n",
       "23537    20030610  19.4  19\n",
       "23538    20030611  19.3  19\n",
       "23539    20030612  20.4  20\n",
       "23540    20030613  18.9  18\n",
       "23541    20030614  17.4  17\n",
       "23542    20030615  17.8  17\n",
       "23543    20030616  18.4  18\n",
       "23544    20030617  19.9  19\n",
       "23545    20030618  18.0  18\n",
       "23546    20030619  17.8  17\n",
       "23547    20030620  15.9  15\n",
       "23548    20030621  14.8  14\n",
       "23549    20030622  19.3  19\n",
       "23550    20030623  21.6  21\n",
       "23551    20030624  17.4  17\n",
       "23552    20030625  16.6  16\n",
       "23553    20030626  17.5  17\n",
       "23554    20030627  20.6  20\n",
       "23555    20030628  19.1  19\n",
       "23556    20030629  19.6  19\n",
       "23557    20030630  17.8  17\n",
       "23558    20030701  16.3  16\n",
       "23559    20030702  14.4  14\n",
       "23560    20030703  14.0  14\n",
       "23561    20030704  14.4  14\n",
       "23562    20030705  14.6  14\n",
       "23563    20030706  15.2  15\n",
       "23564    20030707  17.3  17\n",
       "23565    20030708  18.6  18\n",
       "23566    20030709  17.8  17\n",
       "23567    20030710  18.6  18\n",
       "23568    20030711  20.4  20\n",
       "23569    20030712  16.7  16\n",
       "23570    20030713  18.5  18\n",
       "23571    20030714  21.1  21\n",
       "23572    20030715  25.0  25\n",
       "23573    20030716  26.3  26\n",
       "23574    20030717  18.0  18\n",
       "23575    20030718  21.4  21\n",
       "23576    20030719  24.5  24\n",
       "23577    20030720  26.0  26\n",
       "23578    20030721  20.7  20\n",
       "23579    20030722  20.7  20\n",
       "23580    20030723  21.3  21\n",
       "23581    20030724  18.9  18\n",
       "23582    20030725  19.2  19\n",
       "23583    20030726  19.1  19\n",
       "23584    20030727  19.9  19\n",
       "23585    20030728  17.8  17\n",
       "23586    20030729  20.0  20\n",
       "23587    20030730  18.8  18\n",
       "23588    20030731  19.9  19\n",
       "23589    20030801  22.8  22\n",
       "23590    20030802  24.0  24\n",
       "23591    20030803  23.6  23\n",
       "23592    20030804  24.2  24\n",
       "23593    20030805  24.5  24\n",
       "23594    20030806  25.6  25\n",
       "23595    20030807  29.0  29\n",
       "23596    20030808  29.1  29\n",
       "23597    20030809  25.1  25\n",
       "23598    20030810  23.3  23\n",
       "23599    20030811  26.3  26\n",
       "23600    20030812  28.5  28\n",
       "23601    20030813  23.7  23\n",
       "23602    20030814  19.7  19\n",
       "23603    20030815  17.3  17\n",
       "23604    20030816  17.8  17\n",
       "23605    20030817  18.3  18\n",
       "23606    20030818  18.7  18\n",
       "23607    20030819  18.5  18\n",
       "23608    20030820  17.8  17\n",
       "23609    20030821  18.5  18\n",
       "23610    20030822  17.9  17\n",
       "23611    20030823  19.5  19\n",
       "23612    20030824  16.2  16\n",
       "23613    20030825  18.3  18\n",
       "23614    20030826  18.0  18\n",
       "23615    20030827  15.7  15\n",
       "23616    20030828  16.0  16\n",
       "23617    20030829  13.4  13\n",
       "23618    20030830  14.5  14\n",
       "23619    20030831  12.9  12\n",
       "23620    20030901  12.1  12\n",
       "23621    20030902  12.6  12\n",
       "23622    20030903  14.3  14\n",
       "23623    20030904  16.3  16\n",
       "23624    20030905  18.8  18\n",
       "23625    20030906  17.7  17\n",
       "23626    20030907  16.3  16\n",
       "23627    20030908  14.1  14\n",
       "23628    20030909  14.5  14\n",
       "23629    20030910  12.3  12\n",
       "23630    20030911  13.5  13\n",
       "23631    20030912  14.2  14\n",
       "23632    20030913  14.1  14\n",
       "23633    20030914  15.1  15\n",
       "23634    20030915  17.0  17\n",
       "23635    20030916  17.4  17\n",
       "23636    20030917  18.5  18\n",
       "23637    20030918  20.2  20\n",
       "23638    20030919  21.1  21\n",
       "23639    20030920  22.8  22\n",
       "23640    20030921  21.0  21\n",
       "23641    20030922  21.7  21\n",
       "23642    20030923  10.3  10\n",
       "23643    20030924   9.7   9\n",
       "23644    20030925  12.1  12\n",
       "23645    20030926  14.3  14\n",
       "23646    20030927  12.7  12\n",
       "23647    20030928  13.2  13\n",
       "23648    20030929  11.1  11\n",
       "23649    20030930  11.8  11\n",
       "23650    20031001  11.4  11\n",
       "23651    20031002  13.5  13\n",
       "23652    20031003  13.9  13\n",
       "23653    20031004  10.7  10\n",
       "23654    20031005   8.4   8\n",
       "23655    20031006   7.2   7\n",
       "23656    20031007   7.3   7\n",
       "23657    20031008   9.1   9\n",
       "23658    20031009  10.7  10\n",
       "23659    20031010  12.6  12\n",
       "23660    20031011  11.3  11\n",
       "23661    20031012   9.2   9\n",
       "23662    20031013   8.5   8\n",
       "23663    20031014   7.2   7\n",
       "23664    20031015   6.2   6\n",
       "23665    20031016   6.1   6\n",
       "23666    20031017   5.3   5\n",
       "23667    20031018   5.6   5\n",
       "23668    20031019   5.0   5\n",
       "23669    20031020   4.4   4\n",
       "23670    20031021   4.7   4\n",
       "23671    20031022   3.7   3\n",
       "23672    20031023   1.7   1\n",
       "23673    20031024  -0.4   0\n",
       "23674    20031025   4.2   4\n",
       "23675    20031026   5.1   5\n",
       "23676    20031027   3.4   3\n",
       "23677    20031028   4.2   4\n",
       "23678    20031029   5.1   5\n",
       "23679    20031030   5.8   5\n",
       "23680    20031031   7.8   7\n",
       "23681    20031101   8.5   8\n",
       "23682    20031102   8.7   8\n",
       "23683    20031103  10.9  10\n",
       "23684    20031104   9.1   9\n",
       "23685    20031105   9.8   9\n",
       "23686    20031106  10.9  10\n",
       "23687    20031107   5.6   5\n",
       "23688    20031108   6.2   6\n",
       "23689    20031109   8.4   8\n",
       "23690    20031110   9.8   9\n",
       "23691    20031111   3.4   3\n",
       "23692    20031112   4.2   4\n",
       "23693    20031113   8.4   8\n",
       "23694    20031114   6.7   6\n",
       "23695    20031115   7.8   7\n",
       "23696    20031116   5.7   5\n",
       "23697    20031117   6.4   6\n",
       "23698    20031118   9.6   9\n",
       "23699    20031119  11.3  11\n",
       "23700    20031120   9.7   9\n",
       "23701    20031121   9.2   9\n",
       "23702    20031122  12.0  12\n",
       "23703    20031123  13.4  13\n",
       "23704    20031124  12.8  12\n",
       "23705    20031125   7.6   7\n",
       "23706    20031126   8.7   8\n",
       "23707    20031127   7.1   7\n",
       "23708    20031128   4.2   4\n",
       "23709    20031129   4.5   4\n",
       "23710    20031130   6.4   6\n",
       "23711    20031201  11.0  11\n",
       "23712    20031202   6.8   6\n",
       "23713    20031203   4.8   4\n",
       "23714    20031204   3.9   3\n",
       "23715    20031205   3.0   3\n",
       "23716    20031206   2.7   2\n",
       "23717    20031207  -1.5  -1\n",
       "23718    20031208   0.0   0"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "messwerte['t'] = messwerte[' TMK'].astype(int) \n",
    "messwerte"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "0b842f17",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/vy/d60s0tzx3mn8bfy6ssd27hl00000gn/T/ipykernel_21782/553415448.py:2: FutureWarning: In a future version of pandas all arguments of Series.sort_index will be keyword-only.\n",
      "  h.sort_index(0)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "-8      2\n",
       "-6      3\n",
       "-5      1\n",
       "-4      2\n",
       "-3      4\n",
       "-2      8\n",
       "-1      3\n",
       " 0     14\n",
       " 1     10\n",
       " 2      9\n",
       " 3     14\n",
       " 4     20\n",
       " 5     16\n",
       " 6     19\n",
       " 7     18\n",
       " 8     13\n",
       " 9     17\n",
       " 10    12\n",
       " 11    13\n",
       " 12    22\n",
       " 13    14\n",
       " 14    18\n",
       " 15     9\n",
       " 16    11\n",
       " 17    18\n",
       " 18    21\n",
       " 19    14\n",
       " 20     9\n",
       " 21     7\n",
       " 22     7\n",
       " 23     3\n",
       " 24     4\n",
       " 25     3\n",
       " 26     3\n",
       " 28     1\n",
       " 29     2\n",
       "Name: t, dtype: int64"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "h = messwerte['t'].value_counts().sort_index(0)\n",
    "h.sort_index(0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7cea1c7b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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