Update Jan before matchday 20
This commit is contained in:
Giuseppe Musicco
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"cells": [
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{
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"cell_type": "markdown",
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"id": "5c9991b1",
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"metadata": {},
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"source": [
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"Generate player votes database, containing votes for Serie A matchday and player.\n",
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"\n",
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"Votes data is manually downloaded from https://www.fantacalcio.it/voti-fantacalcio-serie-a\n",
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"\n",
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"Serie A calendar is loaded from another file, to add information not containing in votes files: home/away, team opponent."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "b63beb69",
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"metadata": {},
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"outputs": [],
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"source": [
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"import pandas as pd\n",
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"import numpy as np"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "a3c39376",
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"metadata": {},
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"outputs": [],
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"source": [
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"cal = np.array(pd.read_excel('fantacalcio/seriea_calendar.xlsx', header = None))\n",
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"\n",
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"cal_df = pd.DataFrame(columns = ['matchday', 'team1', 'team2'])\n",
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"\n",
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"matchday = 0\n",
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"\n",
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"for i in range(cal.shape[0]):\n",
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" if(cal[i, 0][0].isnumeric()):\n",
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" matchday = matchday + 1\n",
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" continue\n",
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" \n",
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" teams = cal[i, 0].split('-')\n",
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" \n",
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" frame = pd.DataFrame([[matchday, teams[0], teams[1]]], columns = cal_df.columns)\n",
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"\n",
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" cal_df = pd.concat([cal_df, frame], ignore_index = True)\n",
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" "
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"id": "92d3c6fb",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" }\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>matchday</th>\n",
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" <th>team1</th>\n",
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" <th>team2</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>0</th>\n",
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" <td>1</td>\n",
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" <td>Fiorentina</td>\n",
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" <td>Cremonese</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>1</th>\n",
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" <td>1</td>\n",
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" <td>Verona</td>\n",
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" <td>Napoli</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2</th>\n",
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" <td>1</td>\n",
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" <td>Juventus</td>\n",
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" <td>Sassuolo</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>3</th>\n",
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" <td>1</td>\n",
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" <td>Lazio</td>\n",
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" <td>Bologna</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <td>1</td>\n",
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" <td>Lecce</td>\n",
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" <td>Inter</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>...</th>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>375</th>\n",
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" <td>38</td>\n",
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" <td>Lecce</td>\n",
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" <td>Bologna</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>376</th>\n",
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" <td>38</td>\n",
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" <td>Sassuolo</td>\n",
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" <td>Fiorentina</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>377</th>\n",
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" <td>38</td>\n",
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" <td>Milan</td>\n",
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" <td>Verona</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>378</th>\n",
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" <td>38</td>\n",
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" <td>Torino</td>\n",
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" <td>Inter</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>379</th>\n",
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" <td>38</td>\n",
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" <td>Udinese</td>\n",
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" <td>Juventus</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"<p>380 rows × 3 columns</p>\n",
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"</div>"
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],
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"text/plain": [
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" matchday team1 team2\n",
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"0 1 Fiorentina Cremonese\n",
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"1 1 Verona Napoli\n",
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"2 1 Juventus Sassuolo\n",
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"3 1 Lazio Bologna\n",
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"4 1 Lecce Inter\n",
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".. ... ... ...\n",
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"375 38 Lecce Bologna\n",
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"376 38 Sassuolo Fiorentina\n",
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"377 38 Milan Verona\n",
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"378 38 Torino Inter\n",
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"379 38 Udinese Juventus\n",
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"\n",
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"[380 rows x 3 columns]"
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]
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},
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"execution_count": 3,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"cal_df"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"id": "0d4a330d",
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"metadata": {},
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"outputs": [],
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"source": [
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"df = pd.DataFrame(columns = ['matchday', 'player', 'team', 'oppteam', 'home', 'vote', 'goals', 'assists', 'cards_malus', 'fantavote'])\n",
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"\n",
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"LAST_MATCH = 19\n",
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"\n",
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"for matchday in range(1, LAST_MATCH + 1):\n",
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" \n",
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" votes_file = 'fantacalcio/voti/Voti_Fantacalcio_Stagione_2022_23_Giornata_' + str(matchday) + '.xlsx'\n",
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"\n",
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"\n",
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"\n",
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"\n",
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" rx = np.array(pd.read_excel(votes_file, header = None))\n",
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"\n",
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" read = 0\n",
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" for i in range(rx.shape[0]):\n",
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" if(rx[i, 0] == \"Cod.\"):\n",
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" read = 1\n",
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" team = rx[i-1, 0];\n",
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" continue\n",
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"\n",
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" if(read):\n",
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" if(isinstance(rx[i, 0], int)):\n",
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" if((isinstance(rx[i, 3], float) or isinstance(rx[i, 3], int)) and rx[i, 1] != \"ALL\") :\n",
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" player = rx[i, 2];\n",
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" vote = float(rx[i, 3])\n",
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" goals = rx[i, 4] + rx[i, 8] - rx[i, 5]\n",
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" assists = rx[i, 12]\n",
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" cards_malus = rx[i, 10] * 0.5 + rx[i, 11]\n",
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" \n",
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" oppteam = ''\n",
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" home = 0\n",
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" for j in range(cal_df.shape[0]):\n",
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" if(cal_df['matchday'][j] == matchday):\n",
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" if(cal_df['team1'][j] == team):\n",
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" oppteam = cal_df['team2'][j] \n",
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" home = 1\n",
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" elif(cal_df['team2'][j] == team):\n",
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" oppteam = cal_df['team1'][j] \n",
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" home = 0\n",
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"\n",
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" goals_gen = goals * 3;\n",
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" if(goals < 0):\n",
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" goals_gen = goals\n",
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" \n",
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" fantavote = vote + goals_gen + assists - cards_malus \n",
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" \n",
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" frame = pd.DataFrame([[matchday, player, team, oppteam, home, vote, goals, assists, cards_malus, fantavote]], columns = df.columns)\n",
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"\n",
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" df = pd.concat([df, frame], axis = 0, ignore_index = True)\n",
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" else:\n",
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" read = 0\n",
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" continue\n",
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"\n",
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" df"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"id": "6ade957d",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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|
"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" }\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>matchday</th>\n",
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" <th>player</th>\n",
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" <th>team</th>\n",
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" <th>oppteam</th>\n",
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" <th>home</th>\n",
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" <th>vote</th>\n",
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" <th>goals</th>\n",
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" <th>assists</th>\n",
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" <th>cards_malus</th>\n",
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" <th>fantavote</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>0</th>\n",
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" <td>1</td>\n",
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" <td>Musso</td>\n",
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" <td>Atalanta</td>\n",
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" <td>Sampdoria</td>\n",
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" <td>0</td>\n",
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" <td>6.0</td>\n",
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" <td>0</td>\n",
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" <td>0</td>\n",
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" <td>0.5</td>\n",
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" <td>5.5</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>1</th>\n",
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" <td>1</td>\n",
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" <td>Toloi</td>\n",
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" <td>Atalanta</td>\n",
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" <td>Sampdoria</td>\n",
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" <td>0</td>\n",
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" <td>7.0</td>\n",
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" <td>1</td>\n",
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" <td>0</td>\n",
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" <td>0.0</td>\n",
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" <td>10.0</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2</th>\n",
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" <td>1</td>\n",
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" <td>Djimsiti</td>\n",
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" <td>Atalanta</td>\n",
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" <td>Sampdoria</td>\n",
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" <td>0</td>\n",
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" <td>6.0</td>\n",
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" <td>0</td>\n",
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" <td>0</td>\n",
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" <td>0.0</td>\n",
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" <td>6.0</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>3</th>\n",
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" <td>1</td>\n",
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" <td>Hateboer</td>\n",
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" <td>Atalanta</td>\n",
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" <td>Sampdoria</td>\n",
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" <td>0</td>\n",
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" <td>6.0</td>\n",
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" <td>0</td>\n",
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" <td>0</td>\n",
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" <td>0.5</td>\n",
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" <td>5.5</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <td>1</td>\n",
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" <td>Okoli</td>\n",
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" <td>Atalanta</td>\n",
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" <td>Sampdoria</td>\n",
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" <td>0</td>\n",
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" <td>5.5</td>\n",
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" <td>0</td>\n",
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" <td>0</td>\n",
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" <td>0.5</td>\n",
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" <td>5.0</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>...</th>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>5423</th>\n",
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" <td>19</td>\n",
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||||||
|
" <td>Ilic</td>\n",
|
||||||
|
" <td>Verona</td>\n",
|
||||||
|
" <td>Lecce</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>7.0</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>0.0</td>\n",
|
||||||
|
" <td>8.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>5424</th>\n",
|
||||||
|
" <td>19</td>\n",
|
||||||
|
" <td>Sulemana I.</td>\n",
|
||||||
|
" <td>Verona</td>\n",
|
||||||
|
" <td>Lecce</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>6.0</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>0.0</td>\n",
|
||||||
|
" <td>6.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>5425</th>\n",
|
||||||
|
" <td>19</td>\n",
|
||||||
|
" <td>Lasagna</td>\n",
|
||||||
|
" <td>Verona</td>\n",
|
||||||
|
" <td>Lecce</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>5.5</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>0.0</td>\n",
|
||||||
|
" <td>5.5</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>5426</th>\n",
|
||||||
|
" <td>19</td>\n",
|
||||||
|
" <td>Kallon</td>\n",
|
||||||
|
" <td>Verona</td>\n",
|
||||||
|
" <td>Lecce</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>6.0</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>0.0</td>\n",
|
||||||
|
" <td>6.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>5427</th>\n",
|
||||||
|
" <td>19</td>\n",
|
||||||
|
" <td>Djuric</td>\n",
|
||||||
|
" <td>Verona</td>\n",
|
||||||
|
" <td>Lecce</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>6.0</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>0.0</td>\n",
|
||||||
|
" <td>6.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" </tbody>\n",
|
||||||
|
"</table>\n",
|
||||||
|
"<p>5428 rows × 10 columns</p>\n",
|
||||||
|
"</div>"
|
||||||
|
],
|
||||||
|
"text/plain": [
|
||||||
|
" matchday player team oppteam home vote goals assists \\\n",
|
||||||
|
"0 1 Musso Atalanta Sampdoria 0 6.0 0 0 \n",
|
||||||
|
"1 1 Toloi Atalanta Sampdoria 0 7.0 1 0 \n",
|
||||||
|
"2 1 Djimsiti Atalanta Sampdoria 0 6.0 0 0 \n",
|
||||||
|
"3 1 Hateboer Atalanta Sampdoria 0 6.0 0 0 \n",
|
||||||
|
"4 1 Okoli Atalanta Sampdoria 0 5.5 0 0 \n",
|
||||||
|
"... ... ... ... ... ... ... ... ... \n",
|
||||||
|
"5423 19 Ilic Verona Lecce 1 7.0 0 1 \n",
|
||||||
|
"5424 19 Sulemana I. Verona Lecce 1 6.0 0 0 \n",
|
||||||
|
"5425 19 Lasagna Verona Lecce 1 5.5 0 0 \n",
|
||||||
|
"5426 19 Kallon Verona Lecce 1 6.0 0 0 \n",
|
||||||
|
"5427 19 Djuric Verona Lecce 1 6.0 0 0 \n",
|
||||||
|
"\n",
|
||||||
|
" cards_malus fantavote \n",
|
||||||
|
"0 0.5 5.5 \n",
|
||||||
|
"1 0.0 10.0 \n",
|
||||||
|
"2 0.0 6.0 \n",
|
||||||
|
"3 0.5 5.5 \n",
|
||||||
|
"4 0.5 5.0 \n",
|
||||||
|
"... ... ... \n",
|
||||||
|
"5423 0.0 8.0 \n",
|
||||||
|
"5424 0.0 6.0 \n",
|
||||||
|
"5425 0.0 5.5 \n",
|
||||||
|
"5426 0.0 6.0 \n",
|
||||||
|
"5427 0.0 6.0 \n",
|
||||||
|
"\n",
|
||||||
|
"[5428 rows x 10 columns]"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"execution_count": 5,
|
||||||
|
"metadata": {},
|
||||||
|
"output_type": "execute_result"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"source": [
|
||||||
|
"df"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 6,
|
||||||
|
"id": "230213fe",
|
||||||
|
"metadata": {},
|
||||||
|
"outputs": [],
|
||||||
|
"source": [
|
||||||
|
"df.to_excel('mid_outputs/players_votes.xlsx')"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "markdown",
|
||||||
|
"id": "ef91ece3",
|
||||||
|
"metadata": {},
|
||||||
|
"source": [
|
||||||
|
"Elaborate data for past seasons.\n",
|
||||||
|
"\n",
|
||||||
|
"Do not repeat if data is already present."
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 7,
|
||||||
|
"id": "da35bdf9",
|
||||||
|
"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>matchday</th>\n",
|
||||||
|
" <th>team1</th>\n",
|
||||||
|
" <th>team2</th>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" </thead>\n",
|
||||||
|
" <tbody>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>0</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>Verona</td>\n",
|
||||||
|
" <td>Sassuolo</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>1</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>Inter</td>\n",
|
||||||
|
" <td>Genoa</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>2</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>Empoli</td>\n",
|
||||||
|
" <td>Lazio</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>3</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>Torino</td>\n",
|
||||||
|
" <td>Atalanta</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>4</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>Bologna</td>\n",
|
||||||
|
" <td>Salernitana</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>...</th>\n",
|
||||||
|
" <td>...</td>\n",
|
||||||
|
" <td>...</td>\n",
|
||||||
|
" <td>...</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>375</th>\n",
|
||||||
|
" <td>38</td>\n",
|
||||||
|
" <td>Spezia</td>\n",
|
||||||
|
" <td>Napoli</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>376</th>\n",
|
||||||
|
" <td>38</td>\n",
|
||||||
|
" <td>Sassuolo</td>\n",
|
||||||
|
" <td>Milan</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>377</th>\n",
|
||||||
|
" <td>38</td>\n",
|
||||||
|
" <td>Inter</td>\n",
|
||||||
|
" <td>Sampdoria</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>378</th>\n",
|
||||||
|
" <td>38</td>\n",
|
||||||
|
" <td>Salernitana</td>\n",
|
||||||
|
" <td>Udinese</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>379</th>\n",
|
||||||
|
" <td>38</td>\n",
|
||||||
|
" <td>Venezia</td>\n",
|
||||||
|
" <td>Cagliari</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" </tbody>\n",
|
||||||
|
"</table>\n",
|
||||||
|
"<p>380 rows × 3 columns</p>\n",
|
||||||
|
"</div>"
|
||||||
|
],
|
||||||
|
"text/plain": [
|
||||||
|
" matchday team1 team2\n",
|
||||||
|
"0 1 Verona Sassuolo\n",
|
||||||
|
"1 1 Inter Genoa\n",
|
||||||
|
"2 1 Empoli Lazio\n",
|
||||||
|
"3 1 Torino Atalanta\n",
|
||||||
|
"4 1 Bologna Salernitana\n",
|
||||||
|
".. ... ... ...\n",
|
||||||
|
"375 38 Spezia Napoli\n",
|
||||||
|
"376 38 Sassuolo Milan\n",
|
||||||
|
"377 38 Inter Sampdoria\n",
|
||||||
|
"378 38 Salernitana Udinese\n",
|
||||||
|
"379 38 Venezia Cagliari\n",
|
||||||
|
"\n",
|
||||||
|
"[380 rows x 3 columns]"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"execution_count": 7,
|
||||||
|
"metadata": {},
|
||||||
|
"output_type": "execute_result"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"source": [
|
||||||
|
"cal_df = pd.read_excel('fantacalcio/season2122/seriea_calendar.xlsx')\n",
|
||||||
|
"\n",
|
||||||
|
"to_drop = list()\n",
|
||||||
|
"\n",
|
||||||
|
"for i in range(cal_df.shape[0]):\n",
|
||||||
|
" if(not isinstance(cal_df['matchday'][i], int)):\n",
|
||||||
|
" to_drop.append(i)\n",
|
||||||
|
" \n",
|
||||||
|
"cal_df = cal_df.drop(to_drop)\n",
|
||||||
|
"\n",
|
||||||
|
"cal_df = cal_df.reset_index(drop = True)\n",
|
||||||
|
"\n",
|
||||||
|
"cal_df"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 8,
|
||||||
|
"id": "0313a0f4",
|
||||||
|
"metadata": {},
|
||||||
|
"outputs": [],
|
||||||
|
"source": [
|
||||||
|
"df = pd.DataFrame(columns = ['matchday', 'player', 'team', 'oppteam', 'home', 'vote', 'goals', 'assists', 'cards_malus', 'fantavote'])\n",
|
||||||
|
"\n",
|
||||||
|
"LAST_MATCH = 38\n",
|
||||||
|
"\n",
|
||||||
|
"for matchday in range(1, LAST_MATCH + 1):\n",
|
||||||
|
" \n",
|
||||||
|
" votes_file = 'fantacalcio/season2122/voti/Voti_Fantacalcio_Stagione_2021_22_Giornata_' + str(matchday) + '.xlsx'\n",
|
||||||
|
"\n",
|
||||||
|
"\n",
|
||||||
|
"\n",
|
||||||
|
"\n",
|
||||||
|
" rx = np.array(pd.read_excel(votes_file, header = None))\n",
|
||||||
|
"\n",
|
||||||
|
" read = 0\n",
|
||||||
|
" for i in range(rx.shape[0]):\n",
|
||||||
|
" if(rx[i, 0] == \"Cod.\"):\n",
|
||||||
|
" read = 1\n",
|
||||||
|
" team = rx[i-1, 0];\n",
|
||||||
|
" continue\n",
|
||||||
|
"\n",
|
||||||
|
" if(read):\n",
|
||||||
|
" if(isinstance(rx[i, 0], int)):\n",
|
||||||
|
" if((isinstance(rx[i, 3], float) or isinstance(rx[i, 3], int)) and rx[i, 1] != \"ALL\") :\n",
|
||||||
|
" player = rx[i, 2];\n",
|
||||||
|
" vote = float(rx[i, 3])\n",
|
||||||
|
" goals = rx[i, 4] + rx[i, 8] - rx[i, 5]\n",
|
||||||
|
" assists = rx[i, 12]\n",
|
||||||
|
" cards_malus = rx[i, 10] * 0.5 + rx[i, 11]\n",
|
||||||
|
" \n",
|
||||||
|
" oppteam = ''\n",
|
||||||
|
" home = 0\n",
|
||||||
|
" for j in range(cal_df.shape[0]):\n",
|
||||||
|
" if(cal_df['matchday'][j] == matchday):\n",
|
||||||
|
" if(cal_df['team1'][j] == team):\n",
|
||||||
|
" oppteam = cal_df['team2'][j] \n",
|
||||||
|
" home = 1\n",
|
||||||
|
" elif(cal_df['team2'][j] == team):\n",
|
||||||
|
" oppteam = cal_df['team1'][j] \n",
|
||||||
|
" home = 0\n",
|
||||||
|
"\n",
|
||||||
|
" goals_gen = goals * 3;\n",
|
||||||
|
" if(goals < 0):\n",
|
||||||
|
" goals_gen = goals\n",
|
||||||
|
" \n",
|
||||||
|
" fantavote = vote + goals_gen + assists - cards_malus \n",
|
||||||
|
" \n",
|
||||||
|
" frame = pd.DataFrame([[matchday, player, team, oppteam, home, vote, goals, assists, cards_malus, fantavote]], columns = df.columns)\n",
|
||||||
|
"\n",
|
||||||
|
" df = pd.concat([df, frame], axis = 0, ignore_index = True)\n",
|
||||||
|
" else:\n",
|
||||||
|
" read = 0\n",
|
||||||
|
" continue\n",
|
||||||
|
"\n",
|
||||||
|
" df"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 9,
|
||||||
|
"id": "82b1cfc8",
|
||||||
|
"metadata": {},
|
||||||
|
"outputs": [],
|
||||||
|
"source": [
|
||||||
|
"df.to_excel('mid_outputs/season2122/players_votes.xlsx')"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 10,
|
||||||
|
"id": "d1fca3ba",
|
||||||
|
"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>matchday</th>\n",
|
||||||
|
" <th>team1</th>\n",
|
||||||
|
" <th>team2</th>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" </thead>\n",
|
||||||
|
" <tbody>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>0</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>Fiorentina</td>\n",
|
||||||
|
" <td>Torino</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>1</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>Verona</td>\n",
|
||||||
|
" <td>Roma</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>2</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>Parma</td>\n",
|
||||||
|
" <td>Napoli</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>3</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>Genoa</td>\n",
|
||||||
|
" <td>Crotone</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>4</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>Sassuolo</td>\n",
|
||||||
|
" <td>Cagliari</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>...</th>\n",
|
||||||
|
" <td>...</td>\n",
|
||||||
|
" <td>...</td>\n",
|
||||||
|
" <td>...</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>375</th>\n",
|
||||||
|
" <td>38</td>\n",
|
||||||
|
" <td>Sassuolo</td>\n",
|
||||||
|
" <td>Lazio</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>376</th>\n",
|
||||||
|
" <td>38</td>\n",
|
||||||
|
" <td>Atalanta</td>\n",
|
||||||
|
" <td>Milan</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>377</th>\n",
|
||||||
|
" <td>38</td>\n",
|
||||||
|
" <td>Torino</td>\n",
|
||||||
|
" <td>Benevento</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>378</th>\n",
|
||||||
|
" <td>38</td>\n",
|
||||||
|
" <td>Bologna</td>\n",
|
||||||
|
" <td>Juventus</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>379</th>\n",
|
||||||
|
" <td>38</td>\n",
|
||||||
|
" <td>Napoli</td>\n",
|
||||||
|
" <td>Verona</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" </tbody>\n",
|
||||||
|
"</table>\n",
|
||||||
|
"<p>380 rows × 3 columns</p>\n",
|
||||||
|
"</div>"
|
||||||
|
],
|
||||||
|
"text/plain": [
|
||||||
|
" matchday team1 team2\n",
|
||||||
|
"0 1 Fiorentina Torino\n",
|
||||||
|
"1 1 Verona Roma\n",
|
||||||
|
"2 1 Parma Napoli\n",
|
||||||
|
"3 1 Genoa Crotone\n",
|
||||||
|
"4 1 Sassuolo Cagliari\n",
|
||||||
|
".. ... ... ...\n",
|
||||||
|
"375 38 Sassuolo Lazio\n",
|
||||||
|
"376 38 Atalanta Milan\n",
|
||||||
|
"377 38 Torino Benevento\n",
|
||||||
|
"378 38 Bologna Juventus\n",
|
||||||
|
"379 38 Napoli Verona\n",
|
||||||
|
"\n",
|
||||||
|
"[380 rows x 3 columns]"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"execution_count": 10,
|
||||||
|
"metadata": {},
|
||||||
|
"output_type": "execute_result"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"source": [
|
||||||
|
"cal_df = pd.read_excel('fantacalcio/season2021/seriea_calendar.xlsx')\n",
|
||||||
|
"\n",
|
||||||
|
"to_drop = list()\n",
|
||||||
|
"\n",
|
||||||
|
"for i in range(cal_df.shape[0]):\n",
|
||||||
|
" if(not isinstance(cal_df['matchday'][i], int)):\n",
|
||||||
|
" to_drop.append(i)\n",
|
||||||
|
" \n",
|
||||||
|
"cal_df = cal_df.drop(to_drop)\n",
|
||||||
|
"\n",
|
||||||
|
"cal_df = cal_df.reset_index(drop = True)\n",
|
||||||
|
"\n",
|
||||||
|
"cal_df"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 11,
|
||||||
|
"id": "6d5d4101",
|
||||||
|
"metadata": {},
|
||||||
|
"outputs": [],
|
||||||
|
"source": [
|
||||||
|
"df = pd.DataFrame(columns = ['matchday', 'player', 'team', 'oppteam', 'home', 'vote', 'goals', 'assists', 'cards_malus', 'fantavote'])\n",
|
||||||
|
"\n",
|
||||||
|
"LAST_MATCH = 38\n",
|
||||||
|
"\n",
|
||||||
|
"for matchday in range(1, LAST_MATCH + 1):\n",
|
||||||
|
" \n",
|
||||||
|
" votes_file = 'fantacalcio/season2021/voti/Voti_Fantacalcio_Stagione_2020_21_Giornata_' + str(matchday) + '.xlsx'\n",
|
||||||
|
"\n",
|
||||||
|
"\n",
|
||||||
|
"\n",
|
||||||
|
"\n",
|
||||||
|
" rx = np.array(pd.read_excel(votes_file, header = None))\n",
|
||||||
|
"\n",
|
||||||
|
" read = 0\n",
|
||||||
|
" for i in range(rx.shape[0]):\n",
|
||||||
|
" if(rx[i, 0] == \"Cod.\"):\n",
|
||||||
|
" read = 1\n",
|
||||||
|
" team = rx[i-1, 0];\n",
|
||||||
|
" continue\n",
|
||||||
|
"\n",
|
||||||
|
" if(read):\n",
|
||||||
|
" if(isinstance(rx[i, 0], int)):\n",
|
||||||
|
" if((isinstance(rx[i, 3], float) or isinstance(rx[i, 3], int)) and rx[i, 1] != \"ALL\") :\n",
|
||||||
|
" player = rx[i, 2];\n",
|
||||||
|
" vote = float(rx[i, 3])\n",
|
||||||
|
" goals = rx[i, 4] + rx[i, 8] - rx[i, 5]\n",
|
||||||
|
" assists = rx[i, 12]\n",
|
||||||
|
" cards_malus = rx[i, 10] * 0.5 + rx[i, 11]\n",
|
||||||
|
" \n",
|
||||||
|
" oppteam = ''\n",
|
||||||
|
" home = 0\n",
|
||||||
|
" for j in range(cal_df.shape[0]):\n",
|
||||||
|
" if(cal_df['matchday'][j] == matchday):\n",
|
||||||
|
" if(cal_df['team1'][j] == team):\n",
|
||||||
|
" oppteam = cal_df['team2'][j] \n",
|
||||||
|
" home = 1\n",
|
||||||
|
" elif(cal_df['team2'][j] == team):\n",
|
||||||
|
" oppteam = cal_df['team1'][j] \n",
|
||||||
|
" home = 0\n",
|
||||||
|
"\n",
|
||||||
|
" goals_gen = goals * 3;\n",
|
||||||
|
" if(goals < 0):\n",
|
||||||
|
" goals_gen = goals\n",
|
||||||
|
" \n",
|
||||||
|
" fantavote = vote + goals_gen + assists - cards_malus \n",
|
||||||
|
" \n",
|
||||||
|
" frame = pd.DataFrame([[matchday, player, team, oppteam, home, vote, goals, assists, cards_malus, fantavote]], columns = df.columns)\n",
|
||||||
|
"\n",
|
||||||
|
" df = pd.concat([df, frame], axis = 0, ignore_index = True)\n",
|
||||||
|
" else:\n",
|
||||||
|
" read = 0\n",
|
||||||
|
" continue\n",
|
||||||
|
"\n",
|
||||||
|
" df"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 12,
|
||||||
|
"id": "0a4bbffd",
|
||||||
|
"metadata": {},
|
||||||
|
"outputs": [],
|
||||||
|
"source": [
|
||||||
|
"df.to_excel('mid_outputs/season2021/players_votes.xlsx')"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": null,
|
||||||
|
"id": "48a341c2",
|
||||||
|
"metadata": {},
|
||||||
|
"outputs": [],
|
||||||
|
"source": []
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"metadata": {
|
||||||
|
"kernelspec": {
|
||||||
|
"display_name": "Python 3 (ipykernel)",
|
||||||
|
"language": "python",
|
||||||
|
"name": "python3"
|
||||||
|
},
|
||||||
|
"language_info": {
|
||||||
|
"codemirror_mode": {
|
||||||
|
"name": "ipython",
|
||||||
|
"version": 3
|
||||||
|
},
|
||||||
|
"file_extension": ".py",
|
||||||
|
"mimetype": "text/x-python",
|
||||||
|
"name": "python",
|
||||||
|
"nbconvert_exporter": "python",
|
||||||
|
"pygments_lexer": "ipython3",
|
||||||
|
"version": "3.9.13"
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"nbformat": 4,
|
||||||
|
"nbformat_minor": 5
|
||||||
|
}
|
||||||
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@@ -0,0 +1,762 @@
|
|||||||
|
{
|
||||||
|
"cells": [
|
||||||
|
{
|
||||||
|
"cell_type": "markdown",
|
||||||
|
"id": "fd8a6cb9",
|
||||||
|
"metadata": {},
|
||||||
|
"source": [
|
||||||
|
"Scraping for playing probability for the current Serie A matchday.\n",
|
||||||
|
"\n",
|
||||||
|
"Data from http://fantacalcio.it"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 1,
|
||||||
|
"id": "4c7b7d26",
|
||||||
|
"metadata": {},
|
||||||
|
"outputs": [],
|
||||||
|
"source": [
|
||||||
|
"import requests\n",
|
||||||
|
"from bs4 import BeautifulSoup\n",
|
||||||
|
"import pandas as pd\n",
|
||||||
|
"import numpy as np\n",
|
||||||
|
"import re\n",
|
||||||
|
"import sys, getopt\n",
|
||||||
|
"import csv\n"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 2,
|
||||||
|
"id": "91897dbb",
|
||||||
|
"metadata": {},
|
||||||
|
"outputs": [],
|
||||||
|
"source": [
|
||||||
|
"res = requests.get('https://www.fantacalcio.it/probabili-formazioni-serie-a')"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 3,
|
||||||
|
"id": "7ba89027",
|
||||||
|
"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>player</th>\n",
|
||||||
|
" <th>starter</th>\n",
|
||||||
|
" <th>percentage</th>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" </thead>\n",
|
||||||
|
" <tbody>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>0</th>\n",
|
||||||
|
" <td>Skorupski</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>100.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>1</th>\n",
|
||||||
|
" <td>Posch</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>100.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>2</th>\n",
|
||||||
|
" <td>Soumaoro</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>100.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>3</th>\n",
|
||||||
|
" <td>Lucumi'</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>100.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>4</th>\n",
|
||||||
|
" <td>Cambiaso</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>100.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>...</th>\n",
|
||||||
|
" <td>...</td>\n",
|
||||||
|
" <td>...</td>\n",
|
||||||
|
" <td>...</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>435</th>\n",
|
||||||
|
" <td>Verdi</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>436</th>\n",
|
||||||
|
" <td>Kallon</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>437</th>\n",
|
||||||
|
" <td>Piccoli</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>438</th>\n",
|
||||||
|
" <td>Ngonge</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>25.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>439</th>\n",
|
||||||
|
" <td>Braaf</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>40.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" </tbody>\n",
|
||||||
|
"</table>\n",
|
||||||
|
"<p>440 rows × 3 columns</p>\n",
|
||||||
|
"</div>"
|
||||||
|
],
|
||||||
|
"text/plain": [
|
||||||
|
" player starter percentage\n",
|
||||||
|
"0 Skorupski 1 100.0\n",
|
||||||
|
"1 Posch 1 100.0\n",
|
||||||
|
"2 Soumaoro 1 100.0\n",
|
||||||
|
"3 Lucumi' 1 100.0\n",
|
||||||
|
"4 Cambiaso 1 100.0\n",
|
||||||
|
".. ... ... ...\n",
|
||||||
|
"435 Verdi 0 55.0\n",
|
||||||
|
"436 Kallon 0 55.0\n",
|
||||||
|
"437 Piccoli 0 55.0\n",
|
||||||
|
"438 Ngonge 0 25.0\n",
|
||||||
|
"439 Braaf 0 40.0\n",
|
||||||
|
"\n",
|
||||||
|
"[440 rows x 3 columns]"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"execution_count": 3,
|
||||||
|
"metadata": {},
|
||||||
|
"output_type": "execute_result"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"source": [
|
||||||
|
"soup = BeautifulSoup(res.text)\n",
|
||||||
|
"\n",
|
||||||
|
"groups = soup.findAll('ul', attrs = {'class' : 'player-list'})\n",
|
||||||
|
"\n",
|
||||||
|
"probables = pd.DataFrame(columns = ['player', 'starter', 'percentage'])\n",
|
||||||
|
"\n",
|
||||||
|
"for i in range (len(groups)):\n",
|
||||||
|
" players = groups[i].findAll('a', attrs = {'class' : 'player-name'})\n",
|
||||||
|
" bars = groups[i].findAll('div', attrs = {'class' : 'progress-bar'})\n",
|
||||||
|
" \n",
|
||||||
|
" starter_string = groups[i]['class'][1]\n",
|
||||||
|
" if(starter_string == 'starters'):\n",
|
||||||
|
" starter = 1\n",
|
||||||
|
" else:\n",
|
||||||
|
" starter = 0\n",
|
||||||
|
" \n",
|
||||||
|
" for j in range(len(players)):\n",
|
||||||
|
" player = players[j].contents[0].replace('\\n \\n ', '')\n",
|
||||||
|
" perc = float(bars[j]['aria-valuenow'])\n",
|
||||||
|
" \n",
|
||||||
|
" row_df = pd.DataFrame([[player, starter, perc]], columns = probables.columns)\n",
|
||||||
|
" \n",
|
||||||
|
" probables = pd.concat([probables, row_df], ignore_index = True)\n",
|
||||||
|
" \n",
|
||||||
|
"probables "
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 4,
|
||||||
|
"id": "29e5b389",
|
||||||
|
"metadata": {},
|
||||||
|
"outputs": [],
|
||||||
|
"source": [
|
||||||
|
"probables = probables.set_index('player')"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 5,
|
||||||
|
"id": "d711726e",
|
||||||
|
"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>player1</th>\n",
|
||||||
|
" <th>player2</th>\n",
|
||||||
|
" <th>percentage</th>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" </thead>\n",
|
||||||
|
" <tbody>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>0</th>\n",
|
||||||
|
" <td>Colombo</td>\n",
|
||||||
|
" <td>Ceesay</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>1</th>\n",
|
||||||
|
" <td>Pezzella Giu.</td>\n",
|
||||||
|
" <td>Gallo</td>\n",
|
||||||
|
" <td>65.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>2</th>\n",
|
||||||
|
" <td>Banda</td>\n",
|
||||||
|
" <td>Di Francesco F.</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>3</th>\n",
|
||||||
|
" <td>Lovato</td>\n",
|
||||||
|
" <td>Bronn</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>4</th>\n",
|
||||||
|
" <td>Nicolussi Caviglia</td>\n",
|
||||||
|
" <td>Bohinen</td>\n",
|
||||||
|
" <td>65.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>5</th>\n",
|
||||||
|
" <td>Dia</td>\n",
|
||||||
|
" <td>Bonazzoli</td>\n",
|
||||||
|
" <td>65.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>6</th>\n",
|
||||||
|
" <td>Haas</td>\n",
|
||||||
|
" <td>Akpa Akpro</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>7</th>\n",
|
||||||
|
" <td>Satriano</td>\n",
|
||||||
|
" <td>Bajrami</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>8</th>\n",
|
||||||
|
" <td>Ebuehi</td>\n",
|
||||||
|
" <td>Stojanovic</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>9</th>\n",
|
||||||
|
" <td>Buongiorno</td>\n",
|
||||||
|
" <td>Adopo</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>10</th>\n",
|
||||||
|
" <td>Linetty</td>\n",
|
||||||
|
" <td>Lukic</td>\n",
|
||||||
|
" <td>65.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>11</th>\n",
|
||||||
|
" <td>Sanabria</td>\n",
|
||||||
|
" <td>Seck</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>12</th>\n",
|
||||||
|
" <td>Sanabria</td>\n",
|
||||||
|
" <td>Radonjic</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>13</th>\n",
|
||||||
|
" <td>Dessers</td>\n",
|
||||||
|
" <td>Ciofani D.</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>14</th>\n",
|
||||||
|
" <td>Chiriches</td>\n",
|
||||||
|
" <td>Bianchetti</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>15</th>\n",
|
||||||
|
" <td>Asllani</td>\n",
|
||||||
|
" <td>Gagliardini</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>16</th>\n",
|
||||||
|
" <td>Darmian</td>\n",
|
||||||
|
" <td>D'ambrosio</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>17</th>\n",
|
||||||
|
" <td>Dumfries</td>\n",
|
||||||
|
" <td>D'ambrosio</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>18</th>\n",
|
||||||
|
" <td>Maehle</td>\n",
|
||||||
|
" <td>Ruggeri</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>19</th>\n",
|
||||||
|
" <td>Boga</td>\n",
|
||||||
|
" <td>Pasalic</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>20</th>\n",
|
||||||
|
" <td>Rincon</td>\n",
|
||||||
|
" <td>Vieira</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>21</th>\n",
|
||||||
|
" <td>Gabbiadini</td>\n",
|
||||||
|
" <td>Quagliarella</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>22</th>\n",
|
||||||
|
" <td>Giroud</td>\n",
|
||||||
|
" <td>Origi</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>23</th>\n",
|
||||||
|
" <td>De Ketelaere</td>\n",
|
||||||
|
" <td>Diaz B.</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>24</th>\n",
|
||||||
|
" <td>Saelemaekers</td>\n",
|
||||||
|
" <td>Messias</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>25</th>\n",
|
||||||
|
" <td>Lopez M.</td>\n",
|
||||||
|
" <td>Obiang</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>26</th>\n",
|
||||||
|
" <td>Defrel</td>\n",
|
||||||
|
" <td>Alvarez A.</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>27</th>\n",
|
||||||
|
" <td>Traore' Hj.</td>\n",
|
||||||
|
" <td>Thorstvedt</td>\n",
|
||||||
|
" <td>65.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>28</th>\n",
|
||||||
|
" <td>Mckennie</td>\n",
|
||||||
|
" <td>Chiesa</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>29</th>\n",
|
||||||
|
" <td>Kean</td>\n",
|
||||||
|
" <td>Milik</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>30</th>\n",
|
||||||
|
" <td>Fagioli</td>\n",
|
||||||
|
" <td>Miretti</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>31</th>\n",
|
||||||
|
" <td>Rovella</td>\n",
|
||||||
|
" <td>Machin</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>32</th>\n",
|
||||||
|
" <td>Mari'</td>\n",
|
||||||
|
" <td>Caldirola</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>33</th>\n",
|
||||||
|
" <td>Petagna</td>\n",
|
||||||
|
" <td>Mota</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>34</th>\n",
|
||||||
|
" <td>Marusic</td>\n",
|
||||||
|
" <td>Hysaj</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>35</th>\n",
|
||||||
|
" <td>Cataldi</td>\n",
|
||||||
|
" <td>Marcos Antonio</td>\n",
|
||||||
|
" <td>65.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>36</th>\n",
|
||||||
|
" <td>Igor</td>\n",
|
||||||
|
" <td>Martinez Quarta</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>37</th>\n",
|
||||||
|
" <td>Kouame'</td>\n",
|
||||||
|
" <td>Jovic</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>38</th>\n",
|
||||||
|
" <td>Gonzalez N.</td>\n",
|
||||||
|
" <td>Saponara</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>39</th>\n",
|
||||||
|
" <td>Elmas</td>\n",
|
||||||
|
" <td>Lozano</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>40</th>\n",
|
||||||
|
" <td>Elmas</td>\n",
|
||||||
|
" <td>Politano</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>41</th>\n",
|
||||||
|
" <td>Mario Rui</td>\n",
|
||||||
|
" <td>Olivera</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>42</th>\n",
|
||||||
|
" <td>Spinazzola</td>\n",
|
||||||
|
" <td>El Shaarawy</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>43</th>\n",
|
||||||
|
" <td>Matic</td>\n",
|
||||||
|
" <td>Bove</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>44</th>\n",
|
||||||
|
" <td>Arslan</td>\n",
|
||||||
|
" <td>Makengo</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>45</th>\n",
|
||||||
|
" <td>Samardzic</td>\n",
|
||||||
|
" <td>Lovric</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>46</th>\n",
|
||||||
|
" <td>Lasagna</td>\n",
|
||||||
|
" <td>Kallon</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" </tbody>\n",
|
||||||
|
"</table>\n",
|
||||||
|
"</div>"
|
||||||
|
],
|
||||||
|
"text/plain": [
|
||||||
|
" player1 player2 percentage\n",
|
||||||
|
"0 Colombo Ceesay 55.0\n",
|
||||||
|
"1 Pezzella Giu. Gallo 65.0\n",
|
||||||
|
"2 Banda Di Francesco F. 60.0\n",
|
||||||
|
"3 Lovato Bronn 55.0\n",
|
||||||
|
"4 Nicolussi Caviglia Bohinen 65.0\n",
|
||||||
|
"5 Dia Bonazzoli 65.0\n",
|
||||||
|
"6 Haas Akpa Akpro 60.0\n",
|
||||||
|
"7 Satriano Bajrami 55.0\n",
|
||||||
|
"8 Ebuehi Stojanovic 60.0\n",
|
||||||
|
"9 Buongiorno Adopo 60.0\n",
|
||||||
|
"10 Linetty Lukic 65.0\n",
|
||||||
|
"11 Sanabria Seck 55.0\n",
|
||||||
|
"12 Sanabria Radonjic 55.0\n",
|
||||||
|
"13 Dessers Ciofani D. 55.0\n",
|
||||||
|
"14 Chiriches Bianchetti 60.0\n",
|
||||||
|
"15 Asllani Gagliardini 55.0\n",
|
||||||
|
"16 Darmian D'ambrosio 60.0\n",
|
||||||
|
"17 Dumfries D'ambrosio 55.0\n",
|
||||||
|
"18 Maehle Ruggeri 60.0\n",
|
||||||
|
"19 Boga Pasalic 55.0\n",
|
||||||
|
"20 Rincon Vieira 55.0\n",
|
||||||
|
"21 Gabbiadini Quagliarella 55.0\n",
|
||||||
|
"22 Giroud Origi 60.0\n",
|
||||||
|
"23 De Ketelaere Diaz B. 55.0\n",
|
||||||
|
"24 Saelemaekers Messias 60.0\n",
|
||||||
|
"25 Lopez M. Obiang 55.0\n",
|
||||||
|
"26 Defrel Alvarez A. 60.0\n",
|
||||||
|
"27 Traore' Hj. Thorstvedt 65.0\n",
|
||||||
|
"28 Mckennie Chiesa 60.0\n",
|
||||||
|
"29 Kean Milik 60.0\n",
|
||||||
|
"30 Fagioli Miretti 55.0\n",
|
||||||
|
"31 Rovella Machin 55.0\n",
|
||||||
|
"32 Mari' Caldirola 60.0\n",
|
||||||
|
"33 Petagna Mota 60.0\n",
|
||||||
|
"34 Marusic Hysaj 60.0\n",
|
||||||
|
"35 Cataldi Marcos Antonio 65.0\n",
|
||||||
|
"36 Igor Martinez Quarta 60.0\n",
|
||||||
|
"37 Kouame' Jovic 55.0\n",
|
||||||
|
"38 Gonzalez N. Saponara 55.0\n",
|
||||||
|
"39 Elmas Lozano 55.0\n",
|
||||||
|
"40 Elmas Politano 55.0\n",
|
||||||
|
"41 Mario Rui Olivera 55.0\n",
|
||||||
|
"42 Spinazzola El Shaarawy 60.0\n",
|
||||||
|
"43 Matic Bove 55.0\n",
|
||||||
|
"44 Arslan Makengo 60.0\n",
|
||||||
|
"45 Samardzic Lovric 55.0\n",
|
||||||
|
"46 Lasagna Kallon 60.0"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"execution_count": 5,
|
||||||
|
"metadata": {},
|
||||||
|
"output_type": "execute_result"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"source": [
|
||||||
|
"groups = soup.findAll('ul', attrs = {'class' : 'ballot-list'})\n",
|
||||||
|
"\n",
|
||||||
|
"ballots = pd.DataFrame(columns = ['player1', 'player2', 'percentage'])\n",
|
||||||
|
"for i in range (len(groups)):\n",
|
||||||
|
" players = groups[i].findAll('a', attrs = {'class' : 'player-name'})\n",
|
||||||
|
" percs = groups[i].findAll('strong', attrs = {'class' : 'percentage'})\n",
|
||||||
|
" \n",
|
||||||
|
" player1 = players[0].contents[0].replace('\\n \\n ', '')\n",
|
||||||
|
" player2 = players[1].contents[0].replace('\\n \\n ', '')\n",
|
||||||
|
" perc = float(percs[0].contents[0].replace('%', ''))\n",
|
||||||
|
" \n",
|
||||||
|
" row_df = pd.DataFrame([[player1, player2, perc]], columns = ballots.columns)\n",
|
||||||
|
" \n",
|
||||||
|
" ballots = pd.concat([ballots, row_df], ignore_index = True)\n",
|
||||||
|
" \n",
|
||||||
|
"ballots"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 6,
|
||||||
|
"id": "0171c61d",
|
||||||
|
"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>starter</th>\n",
|
||||||
|
" <th>percentage</th>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>player</th>\n",
|
||||||
|
" <th></th>\n",
|
||||||
|
" <th></th>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" </thead>\n",
|
||||||
|
" <tbody>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Skorupski</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>100.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Posch</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>100.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Soumaoro</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>100.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Lucumi'</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>100.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Cambiaso</th>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>100.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>...</th>\n",
|
||||||
|
" <td>...</td>\n",
|
||||||
|
" <td>...</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Verdi</th>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Kallon</th>\n",
|
||||||
|
" <td>0.4</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Piccoli</th>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Ngonge</th>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>25.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Braaf</th>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>40.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" </tbody>\n",
|
||||||
|
"</table>\n",
|
||||||
|
"<p>440 rows × 2 columns</p>\n",
|
||||||
|
"</div>"
|
||||||
|
],
|
||||||
|
"text/plain": [
|
||||||
|
" starter percentage\n",
|
||||||
|
"player \n",
|
||||||
|
"Skorupski 1 100.0\n",
|
||||||
|
"Posch 1 100.0\n",
|
||||||
|
"Soumaoro 1 100.0\n",
|
||||||
|
"Lucumi' 1 100.0\n",
|
||||||
|
"Cambiaso 1 100.0\n",
|
||||||
|
"... ... ...\n",
|
||||||
|
"Verdi 0 55.0\n",
|
||||||
|
"Kallon 0.4 55.0\n",
|
||||||
|
"Piccoli 0 55.0\n",
|
||||||
|
"Ngonge 0 25.0\n",
|
||||||
|
"Braaf 0 40.0\n",
|
||||||
|
"\n",
|
||||||
|
"[440 rows x 2 columns]"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"execution_count": 6,
|
||||||
|
"metadata": {},
|
||||||
|
"output_type": "execute_result"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"source": [
|
||||||
|
"for i in range(ballots.shape[0]):\n",
|
||||||
|
" p1 = ballots['player1'][i]\n",
|
||||||
|
" p2 = ballots['player2'][i]\n",
|
||||||
|
" \n",
|
||||||
|
" perc = float(ballots['percentage'][i])\n",
|
||||||
|
" \n",
|
||||||
|
" probables.at[p1, 'starter'] = perc/100\n",
|
||||||
|
" probables.at[p2, 'starter'] = 1 - perc/100\n",
|
||||||
|
" \n",
|
||||||
|
"probables"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"cell_type": "code",
|
||||||
|
"execution_count": 7,
|
||||||
|
"id": "8b5468aa",
|
||||||
|
"metadata": {},
|
||||||
|
"outputs": [],
|
||||||
|
"source": [
|
||||||
|
"probables.to_excel('mid_outputs/match_probable_players.xlsx') "
|
||||||
|
]
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"metadata": {
|
||||||
|
"kernelspec": {
|
||||||
|
"display_name": "Python 3 (ipykernel)",
|
||||||
|
"language": "python",
|
||||||
|
"name": "python3"
|
||||||
|
},
|
||||||
|
"language_info": {
|
||||||
|
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|
||||||
|
"name": "ipython",
|
||||||
|
"version": 3
|
||||||
|
},
|
||||||
|
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|
||||||
|
"mimetype": "text/x-python",
|
||||||
|
"name": "python",
|
||||||
|
"nbconvert_exporter": "python",
|
||||||
|
"pygments_lexer": "ipython3",
|
||||||
|
"version": "3.9.13"
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"nbformat": 4,
|
||||||
|
"nbformat_minor": 5
|
||||||
|
}
|
||||||
File diff suppressed because one or more lines are too long
+1542
-1452
File diff suppressed because it is too large
Load Diff
@@ -14,7 +14,7 @@
|
|||||||
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|
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|
||||||
{
|
{
|
||||||
"cell_type": "code",
|
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|
||||||
"execution_count": 11,
|
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|
||||||
"id": "b63beb69",
|
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|
||||||
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|
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|
||||||
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|
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|
||||||
@@ -25,7 +25,7 @@
|
|||||||
},
|
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|
||||||
{
|
{
|
||||||
"cell_type": "code",
|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
@@ -51,7 +51,7 @@
|
|||||||
},
|
},
|
||||||
{
|
{
|
||||||
"cell_type": "code",
|
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|
||||||
"execution_count": 13,
|
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|
||||||
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|
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|
||||||
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|
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|
||||||
"outputs": [
|
"outputs": [
|
||||||
@@ -121,32 +121,32 @@
|
|||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>375</th>\n",
|
" <th>375</th>\n",
|
||||||
" <td>38</td>\n",
|
" <td>38</td>\n",
|
||||||
" <td>Milan</td>\n",
|
" <td>Lecce</td>\n",
|
||||||
" <td>Lazio</td>\n",
|
" <td>Bologna</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>376</th>\n",
|
" <th>376</th>\n",
|
||||||
" <td>38</td>\n",
|
" <td>38</td>\n",
|
||||||
" <td>Sassuolo</td>\n",
|
" <td>Sassuolo</td>\n",
|
||||||
" <td>Monza</td>\n",
|
" <td>Fiorentina</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>377</th>\n",
|
" <th>377</th>\n",
|
||||||
" <td>38</td>\n",
|
" <td>38</td>\n",
|
||||||
" <td>Napoli</td>\n",
|
" <td>Milan</td>\n",
|
||||||
" <td>Salernitana</td>\n",
|
" <td>Verona</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>378</th>\n",
|
" <th>378</th>\n",
|
||||||
" <td>38</td>\n",
|
" <td>38</td>\n",
|
||||||
" <td>Udinese</td>\n",
|
" <td>Torino</td>\n",
|
||||||
" <td>Sampdoria</td>\n",
|
" <td>Inter</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>379</th>\n",
|
" <th>379</th>\n",
|
||||||
" <td>38</td>\n",
|
" <td>38</td>\n",
|
||||||
" <td>Roma</td>\n",
|
" <td>Udinese</td>\n",
|
||||||
" <td>Spezia</td>\n",
|
" <td>Juventus</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" </tbody>\n",
|
" </tbody>\n",
|
||||||
"</table>\n",
|
"</table>\n",
|
||||||
@@ -154,23 +154,23 @@
|
|||||||
"</div>"
|
"</div>"
|
||||||
],
|
],
|
||||||
"text/plain": [
|
"text/plain": [
|
||||||
" matchday team1 team2\n",
|
" matchday team1 team2\n",
|
||||||
"0 1 Fiorentina Cremonese\n",
|
"0 1 Fiorentina Cremonese\n",
|
||||||
"1 1 Verona Napoli\n",
|
"1 1 Verona Napoli\n",
|
||||||
"2 1 Juventus Sassuolo\n",
|
"2 1 Juventus Sassuolo\n",
|
||||||
"3 1 Lazio Bologna\n",
|
"3 1 Lazio Bologna\n",
|
||||||
"4 1 Lecce Inter\n",
|
"4 1 Lecce Inter\n",
|
||||||
".. ... ... ...\n",
|
".. ... ... ...\n",
|
||||||
"375 38 Milan Lazio\n",
|
"375 38 Lecce Bologna\n",
|
||||||
"376 38 Sassuolo Monza\n",
|
"376 38 Sassuolo Fiorentina\n",
|
||||||
"377 38 Napoli Salernitana\n",
|
"377 38 Milan Verona\n",
|
||||||
"378 38 Udinese Sampdoria\n",
|
"378 38 Torino Inter\n",
|
||||||
"379 38 Roma Spezia\n",
|
"379 38 Udinese Juventus\n",
|
||||||
"\n",
|
"\n",
|
||||||
"[380 rows x 3 columns]"
|
"[380 rows x 3 columns]"
|
||||||
]
|
]
|
||||||
},
|
},
|
||||||
"execution_count": 13,
|
"execution_count": 3,
|
||||||
"metadata": {},
|
"metadata": {},
|
||||||
"output_type": "execute_result"
|
"output_type": "execute_result"
|
||||||
}
|
}
|
||||||
@@ -181,14 +181,14 @@
|
|||||||
},
|
},
|
||||||
{
|
{
|
||||||
"cell_type": "code",
|
"cell_type": "code",
|
||||||
"execution_count": 14,
|
"execution_count": 4,
|
||||||
"id": "0d4a330d",
|
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|
||||||
"metadata": {},
|
"metadata": {},
|
||||||
"outputs": [],
|
"outputs": [],
|
||||||
"source": [
|
"source": [
|
||||||
"df = pd.DataFrame(columns = ['matchday', 'player', 'team', 'oppteam', 'home', 'vote', 'goals', 'assists', 'cards_malus', 'fantavote'])\n",
|
"df = pd.DataFrame(columns = ['matchday', 'player', 'team', 'oppteam', 'home', 'vote', 'goals', 'assists', 'cards_malus', 'fantavote'])\n",
|
||||||
"\n",
|
"\n",
|
||||||
"LAST_MATCH = 14\n",
|
"LAST_MATCH = 19\n",
|
||||||
"\n",
|
"\n",
|
||||||
"for matchday in range(1, LAST_MATCH + 1):\n",
|
"for matchday in range(1, LAST_MATCH + 1):\n",
|
||||||
" \n",
|
" \n",
|
||||||
@@ -244,7 +244,7 @@
|
|||||||
},
|
},
|
||||||
{
|
{
|
||||||
"cell_type": "code",
|
"cell_type": "code",
|
||||||
"execution_count": 15,
|
"execution_count": 5,
|
||||||
"id": "6ade957d",
|
"id": "6ade957d",
|
||||||
"metadata": {},
|
"metadata": {},
|
||||||
"outputs": [
|
"outputs": [
|
||||||
@@ -361,11 +361,24 @@
|
|||||||
" <td>...</td>\n",
|
" <td>...</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>4010</th>\n",
|
" <th>5423</th>\n",
|
||||||
" <td>14</td>\n",
|
" <td>19</td>\n",
|
||||||
|
" <td>Ilic</td>\n",
|
||||||
|
" <td>Verona</td>\n",
|
||||||
|
" <td>Lecce</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>7.0</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>1</td>\n",
|
||||||
|
" <td>0.0</td>\n",
|
||||||
|
" <td>8.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>5424</th>\n",
|
||||||
|
" <td>19</td>\n",
|
||||||
" <td>Sulemana I.</td>\n",
|
" <td>Sulemana I.</td>\n",
|
||||||
" <td>Verona</td>\n",
|
" <td>Verona</td>\n",
|
||||||
" <td>Juventus</td>\n",
|
" <td>Lecce</td>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>6.0</td>\n",
|
" <td>6.0</td>\n",
|
||||||
" <td>0</td>\n",
|
" <td>0</td>\n",
|
||||||
@@ -374,60 +387,47 @@
|
|||||||
" <td>6.0</td>\n",
|
" <td>6.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>4011</th>\n",
|
" <th>5425</th>\n",
|
||||||
" <td>14</td>\n",
|
" <td>19</td>\n",
|
||||||
" <td>Lasagna</td>\n",
|
" <td>Lasagna</td>\n",
|
||||||
" <td>Verona</td>\n",
|
" <td>Verona</td>\n",
|
||||||
" <td>Juventus</td>\n",
|
" <td>Lecce</td>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>6.0</td>\n",
|
" <td>5.5</td>\n",
|
||||||
" <td>0</td>\n",
|
" <td>0</td>\n",
|
||||||
" <td>0</td>\n",
|
" <td>0</td>\n",
|
||||||
" <td>0.0</td>\n",
|
" <td>0.0</td>\n",
|
||||||
" <td>6.0</td>\n",
|
" <td>5.5</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>4012</th>\n",
|
" <th>5426</th>\n",
|
||||||
" <td>14</td>\n",
|
" <td>19</td>\n",
|
||||||
" <td>Kallon</td>\n",
|
" <td>Kallon</td>\n",
|
||||||
" <td>Verona</td>\n",
|
" <td>Verona</td>\n",
|
||||||
" <td>Juventus</td>\n",
|
" <td>Lecce</td>\n",
|
||||||
" <td>1</td>\n",
|
|
||||||
" <td>5.5</td>\n",
|
|
||||||
" <td>0</td>\n",
|
|
||||||
" <td>0</td>\n",
|
|
||||||
" <td>0.0</td>\n",
|
|
||||||
" <td>5.5</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>4013</th>\n",
|
|
||||||
" <td>14</td>\n",
|
|
||||||
" <td>Djuric</td>\n",
|
|
||||||
" <td>Verona</td>\n",
|
|
||||||
" <td>Juventus</td>\n",
|
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>6.0</td>\n",
|
" <td>6.0</td>\n",
|
||||||
" <td>0</td>\n",
|
" <td>0</td>\n",
|
||||||
" <td>0</td>\n",
|
" <td>0</td>\n",
|
||||||
" <td>0.5</td>\n",
|
" <td>0.0</td>\n",
|
||||||
" <td>5.5</td>\n",
|
" <td>6.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>4014</th>\n",
|
" <th>5427</th>\n",
|
||||||
" <td>14</td>\n",
|
" <td>19</td>\n",
|
||||||
" <td>Henry</td>\n",
|
" <td>Djuric</td>\n",
|
||||||
" <td>Verona</td>\n",
|
" <td>Verona</td>\n",
|
||||||
" <td>Juventus</td>\n",
|
" <td>Lecce</td>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>6.5</td>\n",
|
" <td>6.0</td>\n",
|
||||||
" <td>0</td>\n",
|
" <td>0</td>\n",
|
||||||
" <td>0</td>\n",
|
" <td>0</td>\n",
|
||||||
" <td>0.0</td>\n",
|
" <td>0.0</td>\n",
|
||||||
" <td>6.5</td>\n",
|
" <td>6.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" </tbody>\n",
|
" </tbody>\n",
|
||||||
"</table>\n",
|
"</table>\n",
|
||||||
"<p>4015 rows × 10 columns</p>\n",
|
"<p>5428 rows × 10 columns</p>\n",
|
||||||
"</div>"
|
"</div>"
|
||||||
],
|
],
|
||||||
"text/plain": [
|
"text/plain": [
|
||||||
@@ -438,11 +438,11 @@
|
|||||||
"3 1 Hateboer Atalanta Sampdoria 0 6.0 0 0 \n",
|
"3 1 Hateboer Atalanta Sampdoria 0 6.0 0 0 \n",
|
||||||
"4 1 Okoli Atalanta Sampdoria 0 5.5 0 0 \n",
|
"4 1 Okoli Atalanta Sampdoria 0 5.5 0 0 \n",
|
||||||
"... ... ... ... ... ... ... ... ... \n",
|
"... ... ... ... ... ... ... ... ... \n",
|
||||||
"4010 14 Sulemana I. Verona Juventus 1 6.0 0 0 \n",
|
"5423 19 Ilic Verona Lecce 1 7.0 0 1 \n",
|
||||||
"4011 14 Lasagna Verona Juventus 1 6.0 0 0 \n",
|
"5424 19 Sulemana I. Verona Lecce 1 6.0 0 0 \n",
|
||||||
"4012 14 Kallon Verona Juventus 1 5.5 0 0 \n",
|
"5425 19 Lasagna Verona Lecce 1 5.5 0 0 \n",
|
||||||
"4013 14 Djuric Verona Juventus 1 6.0 0 0 \n",
|
"5426 19 Kallon Verona Lecce 1 6.0 0 0 \n",
|
||||||
"4014 14 Henry Verona Juventus 1 6.5 0 0 \n",
|
"5427 19 Djuric Verona Lecce 1 6.0 0 0 \n",
|
||||||
"\n",
|
"\n",
|
||||||
" cards_malus fantavote \n",
|
" cards_malus fantavote \n",
|
||||||
"0 0.5 5.5 \n",
|
"0 0.5 5.5 \n",
|
||||||
@@ -451,16 +451,16 @@
|
|||||||
"3 0.5 5.5 \n",
|
"3 0.5 5.5 \n",
|
||||||
"4 0.5 5.0 \n",
|
"4 0.5 5.0 \n",
|
||||||
"... ... ... \n",
|
"... ... ... \n",
|
||||||
"4010 0.0 6.0 \n",
|
"5423 0.0 8.0 \n",
|
||||||
"4011 0.0 6.0 \n",
|
"5424 0.0 6.0 \n",
|
||||||
"4012 0.0 5.5 \n",
|
"5425 0.0 5.5 \n",
|
||||||
"4013 0.5 5.5 \n",
|
"5426 0.0 6.0 \n",
|
||||||
"4014 0.0 6.5 \n",
|
"5427 0.0 6.0 \n",
|
||||||
"\n",
|
"\n",
|
||||||
"[4015 rows x 10 columns]"
|
"[5428 rows x 10 columns]"
|
||||||
]
|
]
|
||||||
},
|
},
|
||||||
"execution_count": 15,
|
"execution_count": 5,
|
||||||
"metadata": {},
|
"metadata": {},
|
||||||
"output_type": "execute_result"
|
"output_type": "execute_result"
|
||||||
}
|
}
|
||||||
@@ -471,7 +471,7 @@
|
|||||||
},
|
},
|
||||||
{
|
{
|
||||||
"cell_type": "code",
|
"cell_type": "code",
|
||||||
"execution_count": 16,
|
"execution_count": 6,
|
||||||
"id": "230213fe",
|
"id": "230213fe",
|
||||||
"metadata": {},
|
"metadata": {},
|
||||||
"outputs": [],
|
"outputs": [],
|
||||||
|
|||||||
+1576
-1556
File diff suppressed because it is too large
Load Diff
+2015
-1196
File diff suppressed because it is too large
Load Diff
@@ -71,31 +71,31 @@
|
|||||||
" <tbody>\n",
|
" <tbody>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>0</th>\n",
|
" <th>0</th>\n",
|
||||||
" <td>Vicario</td>\n",
|
" <td>Skorupski</td>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>100.0</td>\n",
|
" <td>100.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>1</th>\n",
|
" <th>1</th>\n",
|
||||||
" <td>Ebuehi</td>\n",
|
" <td>Posch</td>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>100.0</td>\n",
|
" <td>100.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>2</th>\n",
|
" <th>2</th>\n",
|
||||||
" <td>Ismajli</td>\n",
|
" <td>Soumaoro</td>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>100.0</td>\n",
|
" <td>100.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>3</th>\n",
|
" <th>3</th>\n",
|
||||||
" <td>Walukiewicz</td>\n",
|
" <td>Lucumi'</td>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>100.0</td>\n",
|
" <td>100.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>4</th>\n",
|
" <th>4</th>\n",
|
||||||
" <td>Parisi</td>\n",
|
" <td>Cambiaso</td>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>100.0</td>\n",
|
" <td>100.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
@@ -106,55 +106,55 @@
|
|||||||
" <td>...</td>\n",
|
" <td>...</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>444</th>\n",
|
" <th>435</th>\n",
|
||||||
" <td>Basic</td>\n",
|
" <td>Verdi</td>\n",
|
||||||
" <td>0</td>\n",
|
" <td>0</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>445</th>\n",
|
" <th>436</th>\n",
|
||||||
" <td>Bertini</td>\n",
|
" <td>Kallon</td>\n",
|
||||||
" <td>0</td>\n",
|
|
||||||
" <td>10.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>446</th>\n",
|
|
||||||
" <td>Marcos Antonio</td>\n",
|
|
||||||
" <td>0</td>\n",
|
|
||||||
" <td>50.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>447</th>\n",
|
|
||||||
" <td>Romero L.</td>\n",
|
|
||||||
" <td>0</td>\n",
|
|
||||||
" <td>50.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>448</th>\n",
|
|
||||||
" <td>Cancellieri</td>\n",
|
|
||||||
" <td>0</td>\n",
|
" <td>0</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>437</th>\n",
|
||||||
|
" <td>Piccoli</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>438</th>\n",
|
||||||
|
" <td>Ngonge</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>25.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>439</th>\n",
|
||||||
|
" <td>Braaf</td>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>40.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
" </tbody>\n",
|
" </tbody>\n",
|
||||||
"</table>\n",
|
"</table>\n",
|
||||||
"<p>449 rows × 3 columns</p>\n",
|
"<p>440 rows × 3 columns</p>\n",
|
||||||
"</div>"
|
"</div>"
|
||||||
],
|
],
|
||||||
"text/plain": [
|
"text/plain": [
|
||||||
" player starter percentage\n",
|
" player starter percentage\n",
|
||||||
"0 Vicario 1 100.0\n",
|
"0 Skorupski 1 100.0\n",
|
||||||
"1 Ebuehi 1 100.0\n",
|
"1 Posch 1 100.0\n",
|
||||||
"2 Ismajli 1 100.0\n",
|
"2 Soumaoro 1 100.0\n",
|
||||||
"3 Walukiewicz 1 100.0\n",
|
"3 Lucumi' 1 100.0\n",
|
||||||
"4 Parisi 1 100.0\n",
|
"4 Cambiaso 1 100.0\n",
|
||||||
".. ... ... ...\n",
|
".. ... ... ...\n",
|
||||||
"444 Basic 0 55.0\n",
|
"435 Verdi 0 55.0\n",
|
||||||
"445 Bertini 0 10.0\n",
|
"436 Kallon 0 55.0\n",
|
||||||
"446 Marcos Antonio 0 50.0\n",
|
"437 Piccoli 0 55.0\n",
|
||||||
"447 Romero L. 0 50.0\n",
|
"438 Ngonge 0 25.0\n",
|
||||||
"448 Cancellieri 0 55.0\n",
|
"439 Braaf 0 40.0\n",
|
||||||
"\n",
|
"\n",
|
||||||
"[449 rows x 3 columns]"
|
"[440 rows x 3 columns]"
|
||||||
]
|
]
|
||||||
},
|
},
|
||||||
"execution_count": 3,
|
"execution_count": 3,
|
||||||
@@ -235,395 +235,339 @@
|
|||||||
" <tbody>\n",
|
" <tbody>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>0</th>\n",
|
" <th>0</th>\n",
|
||||||
" <td>Lozano</td>\n",
|
|
||||||
" <td>Politano</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>1</th>\n",
|
|
||||||
" <td>Zambo Anguissa</td>\n",
|
|
||||||
" <td>Ndombele'</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>2</th>\n",
|
|
||||||
" <td>Mario Rui</td>\n",
|
|
||||||
" <td>Olivera</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>3</th>\n",
|
|
||||||
" <td>Elmas</td>\n",
|
|
||||||
" <td>Raspadori</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>4</th>\n",
|
|
||||||
" <td>Beto</td>\n",
|
|
||||||
" <td>Success</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>5</th>\n",
|
|
||||||
" <td>Lovric</td>\n",
|
|
||||||
" <td>Samardzic</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>6</th>\n",
|
|
||||||
" <td>Ehizibue</td>\n",
|
|
||||||
" <td>Nuytinck</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>7</th>\n",
|
|
||||||
" <td>Rincon</td>\n",
|
|
||||||
" <td>Vieira</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>8</th>\n",
|
|
||||||
" <td>Augello</td>\n",
|
|
||||||
" <td>Murru</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>9</th>\n",
|
|
||||||
" <td>Djuricic</td>\n",
|
|
||||||
" <td>Leris</td>\n",
|
|
||||||
" <td>65.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>10</th>\n",
|
|
||||||
" <td>Caputo</td>\n",
|
|
||||||
" <td>Montevago</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>11</th>\n",
|
|
||||||
" <td>Di Francesco F.</td>\n",
|
|
||||||
" <td>Banda</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>12</th>\n",
|
|
||||||
" <td>Colombo</td>\n",
|
" <td>Colombo</td>\n",
|
||||||
" <td>Ceesay</td>\n",
|
" <td>Ceesay</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>13</th>\n",
|
" <th>1</th>\n",
|
||||||
" <td>Gonzalez J.</td>\n",
|
" <td>Pezzella Giu.</td>\n",
|
||||||
" <td>Bistrovic</td>\n",
|
" <td>Gallo</td>\n",
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>14</th>\n",
|
|
||||||
" <td>Lykogiannis</td>\n",
|
|
||||||
" <td>Cambiaso</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>15</th>\n",
|
|
||||||
" <td>Barrow</td>\n",
|
|
||||||
" <td>Orsolini</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>16</th>\n",
|
|
||||||
" <td>Ferguson</td>\n",
|
|
||||||
" <td>Schouten</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>17</th>\n",
|
|
||||||
" <td>Traore' Hj.</td>\n",
|
|
||||||
" <td>Berardi</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>18</th>\n",
|
|
||||||
" <td>Rogerio</td>\n",
|
|
||||||
" <td>Kyriakopoulos</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>19</th>\n",
|
|
||||||
" <td>Djimsiti</td>\n",
|
|
||||||
" <td>Scalvini</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>20</th>\n",
|
|
||||||
" <td>Zapata D.</td>\n",
|
|
||||||
" <td>Hojlund</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>21</th>\n",
|
|
||||||
" <td>Pasalic</td>\n",
|
|
||||||
" <td>Malinovskyi</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>22</th>\n",
|
|
||||||
" <td>Bastoni</td>\n",
|
|
||||||
" <td>Acerbi</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>23</th>\n",
|
|
||||||
" <td>Brozovic</td>\n",
|
|
||||||
" <td>Mkhitaryan</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>24</th>\n",
|
|
||||||
" <td>Skriniar</td>\n",
|
|
||||||
" <td>D'ambrosio</td>\n",
|
|
||||||
" <td>65.0</td>\n",
|
" <td>65.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>25</th>\n",
|
" <th>2</th>\n",
|
||||||
" <td>Lazovic</td>\n",
|
" <td>Banda</td>\n",
|
||||||
" <td>Depaoli</td>\n",
|
" <td>Di Francesco F.</td>\n",
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>26</th>\n",
|
|
||||||
" <td>Verdi</td>\n",
|
|
||||||
" <td>Hongla</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
" <td>60.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>27</th>\n",
|
" <th>3</th>\n",
|
||||||
" <td>Dawidowicz</td>\n",
|
|
||||||
" <td>Hien</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>28</th>\n",
|
|
||||||
" <td>Verde</td>\n",
|
|
||||||
" <td>Gyasi</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>29</th>\n",
|
|
||||||
" <td>Bastoni S.</td>\n",
|
|
||||||
" <td>Amian</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>30</th>\n",
|
|
||||||
" <td>Carlos Augusto</td>\n",
|
|
||||||
" <td>D'alessandro</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>31</th>\n",
|
|
||||||
" <td>Birindelli</td>\n",
|
|
||||||
" <td>Ciurria</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>32</th>\n",
|
|
||||||
" <td>Petagna</td>\n",
|
|
||||||
" <td>Gytkjaer</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>33</th>\n",
|
|
||||||
" <td>Caldirola</td>\n",
|
|
||||||
" <td>Carboni</td>\n",
|
|
||||||
" <td>65.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>34</th>\n",
|
|
||||||
" <td>Lovato</td>\n",
|
" <td>Lovato</td>\n",
|
||||||
" <td>Bronn</td>\n",
|
" <td>Bronn</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>35</th>\n",
|
" <th>4</th>\n",
|
||||||
" <td>Piatek</td>\n",
|
" <td>Nicolussi Caviglia</td>\n",
|
||||||
|
" <td>Bohinen</td>\n",
|
||||||
|
" <td>65.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>5</th>\n",
|
||||||
|
" <td>Dia</td>\n",
|
||||||
" <td>Bonazzoli</td>\n",
|
" <td>Bonazzoli</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>65.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>36</th>\n",
|
" <th>6</th>\n",
|
||||||
" <td>Candreva</td>\n",
|
" <td>Haas</td>\n",
|
||||||
" <td>Bradaric</td>\n",
|
" <td>Akpa Akpro</td>\n",
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>37</th>\n",
|
|
||||||
" <td>Zalewski</td>\n",
|
|
||||||
" <td>El Shaarawy</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
" <td>60.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>38</th>\n",
|
" <th>7</th>\n",
|
||||||
" <td>Volpato</td>\n",
|
" <td>Satriano</td>\n",
|
||||||
" <td>Dybala</td>\n",
|
" <td>Bajrami</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>39</th>\n",
|
" <th>8</th>\n",
|
||||||
" <td>Matic</td>\n",
|
" <td>Ebuehi</td>\n",
|
||||||
" <td>Camara Ma.</td>\n",
|
" <td>Stojanovic</td>\n",
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>40</th>\n",
|
|
||||||
" <td>Vojvoda</td>\n",
|
|
||||||
" <td>Singo</td>\n",
|
|
||||||
" <td>60.0</td>\n",
|
" <td>60.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>41</th>\n",
|
" <th>9</th>\n",
|
||||||
|
" <td>Buongiorno</td>\n",
|
||||||
|
" <td>Adopo</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>10</th>\n",
|
||||||
|
" <td>Linetty</td>\n",
|
||||||
|
" <td>Lukic</td>\n",
|
||||||
|
" <td>65.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>11</th>\n",
|
||||||
" <td>Sanabria</td>\n",
|
" <td>Sanabria</td>\n",
|
||||||
" <td>Pellegri</td>\n",
|
" <td>Seck</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>42</th>\n",
|
" <th>12</th>\n",
|
||||||
" <td>Miranchuk</td>\n",
|
" <td>Sanabria</td>\n",
|
||||||
" <td>Radonjic</td>\n",
|
" <td>Radonjic</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>43</th>\n",
|
" <th>13</th>\n",
|
||||||
" <td>Kjaer</td>\n",
|
" <td>Dessers</td>\n",
|
||||||
" <td>Gabbia</td>\n",
|
" <td>Ciofani D.</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>44</th>\n",
|
" <th>14</th>\n",
|
||||||
|
" <td>Chiriches</td>\n",
|
||||||
|
" <td>Bianchetti</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>15</th>\n",
|
||||||
|
" <td>Asllani</td>\n",
|
||||||
|
" <td>Gagliardini</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>16</th>\n",
|
||||||
|
" <td>Darmian</td>\n",
|
||||||
|
" <td>D'ambrosio</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>17</th>\n",
|
||||||
|
" <td>Dumfries</td>\n",
|
||||||
|
" <td>D'ambrosio</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>18</th>\n",
|
||||||
|
" <td>Maehle</td>\n",
|
||||||
|
" <td>Ruggeri</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>19</th>\n",
|
||||||
|
" <td>Boga</td>\n",
|
||||||
|
" <td>Pasalic</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>20</th>\n",
|
||||||
|
" <td>Rincon</td>\n",
|
||||||
|
" <td>Vieira</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>21</th>\n",
|
||||||
|
" <td>Gabbiadini</td>\n",
|
||||||
|
" <td>Quagliarella</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>22</th>\n",
|
||||||
|
" <td>Giroud</td>\n",
|
||||||
|
" <td>Origi</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>23</th>\n",
|
||||||
" <td>De Ketelaere</td>\n",
|
" <td>De Ketelaere</td>\n",
|
||||||
" <td>Diaz B.</td>\n",
|
" <td>Diaz B.</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>45</th>\n",
|
" <th>24</th>\n",
|
||||||
" <td>Bennacer</td>\n",
|
" <td>Saelemaekers</td>\n",
|
||||||
" <td>Pobega</td>\n",
|
" <td>Messias</td>\n",
|
||||||
" <td>60.0</td>\n",
|
" <td>60.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>46</th>\n",
|
" <th>25</th>\n",
|
||||||
" <td>Martinez Quarta</td>\n",
|
" <td>Lopez M.</td>\n",
|
||||||
|
" <td>Obiang</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>26</th>\n",
|
||||||
|
" <td>Defrel</td>\n",
|
||||||
|
" <td>Alvarez A.</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>27</th>\n",
|
||||||
|
" <td>Traore' Hj.</td>\n",
|
||||||
|
" <td>Thorstvedt</td>\n",
|
||||||
|
" <td>65.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>28</th>\n",
|
||||||
|
" <td>Mckennie</td>\n",
|
||||||
|
" <td>Chiesa</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>29</th>\n",
|
||||||
|
" <td>Kean</td>\n",
|
||||||
|
" <td>Milik</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>30</th>\n",
|
||||||
|
" <td>Fagioli</td>\n",
|
||||||
|
" <td>Miretti</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>31</th>\n",
|
||||||
|
" <td>Rovella</td>\n",
|
||||||
|
" <td>Machin</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>32</th>\n",
|
||||||
|
" <td>Mari'</td>\n",
|
||||||
|
" <td>Caldirola</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>33</th>\n",
|
||||||
|
" <td>Petagna</td>\n",
|
||||||
|
" <td>Mota</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>34</th>\n",
|
||||||
|
" <td>Marusic</td>\n",
|
||||||
|
" <td>Hysaj</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>35</th>\n",
|
||||||
|
" <td>Cataldi</td>\n",
|
||||||
|
" <td>Marcos Antonio</td>\n",
|
||||||
|
" <td>65.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>36</th>\n",
|
||||||
" <td>Igor</td>\n",
|
" <td>Igor</td>\n",
|
||||||
|
" <td>Martinez Quarta</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>37</th>\n",
|
||||||
|
" <td>Kouame'</td>\n",
|
||||||
|
" <td>Jovic</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>47</th>\n",
|
" <th>38</th>\n",
|
||||||
" <td>Bonaventura</td>\n",
|
" <td>Gonzalez N.</td>\n",
|
||||||
" <td>Mandragora</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>48</th>\n",
|
|
||||||
" <td>Dodo'</td>\n",
|
|
||||||
" <td>Venuti</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>49</th>\n",
|
|
||||||
" <td>Ikone'</td>\n",
|
|
||||||
" <td>Saponara</td>\n",
|
" <td>Saponara</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>50</th>\n",
|
" <th>39</th>\n",
|
||||||
" <td>Locatelli</td>\n",
|
" <td>Elmas</td>\n",
|
||||||
" <td>Paredes</td>\n",
|
" <td>Lozano</td>\n",
|
||||||
" <td>60.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>51</th>\n",
|
|
||||||
" <td>Milik</td>\n",
|
|
||||||
" <td>Vlahovic</td>\n",
|
|
||||||
" <td>65.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>52</th>\n",
|
|
||||||
" <td>Miretti</td>\n",
|
|
||||||
" <td>Di Maria</td>\n",
|
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>53</th>\n",
|
" <th>40</th>\n",
|
||||||
" <td>Immobile</td>\n",
|
" <td>Elmas</td>\n",
|
||||||
" <td>Cancellieri</td>\n",
|
" <td>Politano</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>41</th>\n",
|
||||||
|
" <td>Mario Rui</td>\n",
|
||||||
|
" <td>Olivera</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>42</th>\n",
|
||||||
|
" <td>Spinazzola</td>\n",
|
||||||
|
" <td>El Shaarawy</td>\n",
|
||||||
" <td>60.0</td>\n",
|
" <td>60.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>54</th>\n",
|
" <th>43</th>\n",
|
||||||
" <td>Vecino</td>\n",
|
" <td>Matic</td>\n",
|
||||||
" <td>Luis Alberto</td>\n",
|
" <td>Bove</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>44</th>\n",
|
||||||
|
" <td>Arslan</td>\n",
|
||||||
|
" <td>Makengo</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>45</th>\n",
|
||||||
|
" <td>Samardzic</td>\n",
|
||||||
|
" <td>Lovric</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>46</th>\n",
|
||||||
|
" <td>Lasagna</td>\n",
|
||||||
|
" <td>Kallon</td>\n",
|
||||||
|
" <td>60.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
" </tbody>\n",
|
" </tbody>\n",
|
||||||
"</table>\n",
|
"</table>\n",
|
||||||
"</div>"
|
"</div>"
|
||||||
],
|
],
|
||||||
"text/plain": [
|
"text/plain": [
|
||||||
" player1 player2 percentage\n",
|
" player1 player2 percentage\n",
|
||||||
"0 Lozano Politano 60.0\n",
|
"0 Colombo Ceesay 55.0\n",
|
||||||
"1 Zambo Anguissa Ndombele' 60.0\n",
|
"1 Pezzella Giu. Gallo 65.0\n",
|
||||||
"2 Mario Rui Olivera 55.0\n",
|
"2 Banda Di Francesco F. 60.0\n",
|
||||||
"3 Elmas Raspadori 55.0\n",
|
"3 Lovato Bronn 55.0\n",
|
||||||
"4 Beto Success 60.0\n",
|
"4 Nicolussi Caviglia Bohinen 65.0\n",
|
||||||
"5 Lovric Samardzic 55.0\n",
|
"5 Dia Bonazzoli 65.0\n",
|
||||||
"6 Ehizibue Nuytinck 60.0\n",
|
"6 Haas Akpa Akpro 60.0\n",
|
||||||
"7 Rincon Vieira 60.0\n",
|
"7 Satriano Bajrami 55.0\n",
|
||||||
"8 Augello Murru 55.0\n",
|
"8 Ebuehi Stojanovic 60.0\n",
|
||||||
"9 Djuricic Leris 65.0\n",
|
"9 Buongiorno Adopo 60.0\n",
|
||||||
"10 Caputo Montevago 60.0\n",
|
"10 Linetty Lukic 65.0\n",
|
||||||
"11 Di Francesco F. Banda 55.0\n",
|
"11 Sanabria Seck 55.0\n",
|
||||||
"12 Colombo Ceesay 55.0\n",
|
"12 Sanabria Radonjic 55.0\n",
|
||||||
"13 Gonzalez J. Bistrovic 60.0\n",
|
"13 Dessers Ciofani D. 55.0\n",
|
||||||
"14 Lykogiannis Cambiaso 55.0\n",
|
"14 Chiriches Bianchetti 60.0\n",
|
||||||
"15 Barrow Orsolini 55.0\n",
|
"15 Asllani Gagliardini 55.0\n",
|
||||||
"16 Ferguson Schouten 55.0\n",
|
"16 Darmian D'ambrosio 60.0\n",
|
||||||
"17 Traore' Hj. Berardi 55.0\n",
|
"17 Dumfries D'ambrosio 55.0\n",
|
||||||
"18 Rogerio Kyriakopoulos 60.0\n",
|
"18 Maehle Ruggeri 60.0\n",
|
||||||
"19 Djimsiti Scalvini 60.0\n",
|
"19 Boga Pasalic 55.0\n",
|
||||||
"20 Zapata D. Hojlund 60.0\n",
|
"20 Rincon Vieira 55.0\n",
|
||||||
"21 Pasalic Malinovskyi 55.0\n",
|
"21 Gabbiadini Quagliarella 55.0\n",
|
||||||
"22 Bastoni Acerbi 55.0\n",
|
"22 Giroud Origi 60.0\n",
|
||||||
"23 Brozovic Mkhitaryan 55.0\n",
|
"23 De Ketelaere Diaz B. 55.0\n",
|
||||||
"24 Skriniar D'ambrosio 65.0\n",
|
"24 Saelemaekers Messias 60.0\n",
|
||||||
"25 Lazovic Depaoli 55.0\n",
|
"25 Lopez M. Obiang 55.0\n",
|
||||||
"26 Verdi Hongla 60.0\n",
|
"26 Defrel Alvarez A. 60.0\n",
|
||||||
"27 Dawidowicz Hien 60.0\n",
|
"27 Traore' Hj. Thorstvedt 65.0\n",
|
||||||
"28 Verde Gyasi 55.0\n",
|
"28 Mckennie Chiesa 60.0\n",
|
||||||
"29 Bastoni S. Amian 55.0\n",
|
"29 Kean Milik 60.0\n",
|
||||||
"30 Carlos Augusto D'alessandro 60.0\n",
|
"30 Fagioli Miretti 55.0\n",
|
||||||
"31 Birindelli Ciurria 60.0\n",
|
"31 Rovella Machin 55.0\n",
|
||||||
"32 Petagna Gytkjaer 55.0\n",
|
"32 Mari' Caldirola 60.0\n",
|
||||||
"33 Caldirola Carboni 65.0\n",
|
"33 Petagna Mota 60.0\n",
|
||||||
"34 Lovato Bronn 55.0\n",
|
"34 Marusic Hysaj 60.0\n",
|
||||||
"35 Piatek Bonazzoli 55.0\n",
|
"35 Cataldi Marcos Antonio 65.0\n",
|
||||||
"36 Candreva Bradaric 55.0\n",
|
"36 Igor Martinez Quarta 60.0\n",
|
||||||
"37 Zalewski El Shaarawy 60.0\n",
|
"37 Kouame' Jovic 55.0\n",
|
||||||
"38 Volpato Dybala 55.0\n",
|
"38 Gonzalez N. Saponara 55.0\n",
|
||||||
"39 Matic Camara Ma. 55.0\n",
|
"39 Elmas Lozano 55.0\n",
|
||||||
"40 Vojvoda Singo 60.0\n",
|
"40 Elmas Politano 55.0\n",
|
||||||
"41 Sanabria Pellegri 55.0\n",
|
"41 Mario Rui Olivera 55.0\n",
|
||||||
"42 Miranchuk Radonjic 55.0\n",
|
"42 Spinazzola El Shaarawy 60.0\n",
|
||||||
"43 Kjaer Gabbia 55.0\n",
|
"43 Matic Bove 55.0\n",
|
||||||
"44 De Ketelaere Diaz B. 55.0\n",
|
"44 Arslan Makengo 60.0\n",
|
||||||
"45 Bennacer Pobega 60.0\n",
|
"45 Samardzic Lovric 55.0\n",
|
||||||
"46 Martinez Quarta Igor 55.0\n",
|
"46 Lasagna Kallon 60.0"
|
||||||
"47 Bonaventura Mandragora 55.0\n",
|
|
||||||
"48 Dodo' Venuti 55.0\n",
|
|
||||||
"49 Ikone' Saponara 55.0\n",
|
|
||||||
"50 Locatelli Paredes 60.0\n",
|
|
||||||
"51 Milik Vlahovic 65.0\n",
|
|
||||||
"52 Miretti Di Maria 55.0\n",
|
|
||||||
"53 Immobile Cancellieri 60.0\n",
|
|
||||||
"54 Vecino Luis Alberto 55.0"
|
|
||||||
]
|
]
|
||||||
},
|
},
|
||||||
"execution_count": 5,
|
"execution_count": 5,
|
||||||
@@ -688,27 +632,27 @@
|
|||||||
" </thead>\n",
|
" </thead>\n",
|
||||||
" <tbody>\n",
|
" <tbody>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>Vicario</th>\n",
|
" <th>Skorupski</th>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>100.0</td>\n",
|
" <td>100.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>Ebuehi</th>\n",
|
" <th>Posch</th>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>100.0</td>\n",
|
" <td>100.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>Ismajli</th>\n",
|
" <th>Soumaoro</th>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>100.0</td>\n",
|
" <td>100.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>Walukiewicz</th>\n",
|
" <th>Lucumi'</th>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>100.0</td>\n",
|
" <td>100.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>Parisi</th>\n",
|
" <th>Cambiaso</th>\n",
|
||||||
" <td>1</td>\n",
|
" <td>1</td>\n",
|
||||||
" <td>100.0</td>\n",
|
" <td>100.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
@@ -718,51 +662,51 @@
|
|||||||
" <td>...</td>\n",
|
" <td>...</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>Basic</th>\n",
|
" <th>Verdi</th>\n",
|
||||||
" <td>0</td>\n",
|
" <td>0</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
" <tr>\n",
|
" <tr>\n",
|
||||||
" <th>Bertini</th>\n",
|
" <th>Kallon</th>\n",
|
||||||
" <td>0</td>\n",
|
|
||||||
" <td>10.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>Marcos Antonio</th>\n",
|
|
||||||
" <td>0</td>\n",
|
|
||||||
" <td>50.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>Romero L.</th>\n",
|
|
||||||
" <td>0</td>\n",
|
|
||||||
" <td>50.0</td>\n",
|
|
||||||
" </tr>\n",
|
|
||||||
" <tr>\n",
|
|
||||||
" <th>Cancellieri</th>\n",
|
|
||||||
" <td>0.4</td>\n",
|
" <td>0.4</td>\n",
|
||||||
" <td>55.0</td>\n",
|
" <td>55.0</td>\n",
|
||||||
" </tr>\n",
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Piccoli</th>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>55.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Ngonge</th>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>25.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
|
" <tr>\n",
|
||||||
|
" <th>Braaf</th>\n",
|
||||||
|
" <td>0</td>\n",
|
||||||
|
" <td>40.0</td>\n",
|
||||||
|
" </tr>\n",
|
||||||
" </tbody>\n",
|
" </tbody>\n",
|
||||||
"</table>\n",
|
"</table>\n",
|
||||||
"<p>449 rows × 2 columns</p>\n",
|
"<p>440 rows × 2 columns</p>\n",
|
||||||
"</div>"
|
"</div>"
|
||||||
],
|
],
|
||||||
"text/plain": [
|
"text/plain": [
|
||||||
" starter percentage\n",
|
" starter percentage\n",
|
||||||
"player \n",
|
"player \n",
|
||||||
"Vicario 1 100.0\n",
|
"Skorupski 1 100.0\n",
|
||||||
"Ebuehi 1 100.0\n",
|
"Posch 1 100.0\n",
|
||||||
"Ismajli 1 100.0\n",
|
"Soumaoro 1 100.0\n",
|
||||||
"Walukiewicz 1 100.0\n",
|
"Lucumi' 1 100.0\n",
|
||||||
"Parisi 1 100.0\n",
|
"Cambiaso 1 100.0\n",
|
||||||
"... ... ...\n",
|
"... ... ...\n",
|
||||||
"Basic 0 55.0\n",
|
"Verdi 0 55.0\n",
|
||||||
"Bertini 0 10.0\n",
|
"Kallon 0.4 55.0\n",
|
||||||
"Marcos Antonio 0 50.0\n",
|
"Piccoli 0 55.0\n",
|
||||||
"Romero L. 0 50.0\n",
|
"Ngonge 0 25.0\n",
|
||||||
"Cancellieri 0.4 55.0\n",
|
"Braaf 0 40.0\n",
|
||||||
"\n",
|
"\n",
|
||||||
"[449 rows x 2 columns]"
|
"[440 rows x 2 columns]"
|
||||||
]
|
]
|
||||||
},
|
},
|
||||||
"execution_count": 6,
|
"execution_count": 6,
|
||||||
@@ -792,14 +736,6 @@
|
|||||||
"source": [
|
"source": [
|
||||||
"probables.to_excel('mid_outputs/match_probable_players.xlsx') "
|
"probables.to_excel('mid_outputs/match_probable_players.xlsx') "
|
||||||
]
|
]
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "code",
|
|
||||||
"execution_count": null,
|
|
||||||
"id": "cf992051",
|
|
||||||
"metadata": {},
|
|
||||||
"outputs": [],
|
|
||||||
"source": []
|
|
||||||
}
|
}
|
||||||
],
|
],
|
||||||
"metadata": {
|
"metadata": {
|
||||||
|
|||||||
+5568
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|
|||||||
player,nationality,position,team,age,birth_year,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions
|
player,nationality,position,team,age,birth_year,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions
|
||||||
Emil Audero,it ITA,GK,Sampdoria,25-297,1997,14.0,14.0,1260.0,25.0,1.79,68.0,44.0,66.2,1.0,3.0,10.0,2.0,14.3,3.0,2.0,1.0,0.0,14.0,0.0,2.0,2.0,18.7,0.24,-4.3,-0.31,65.0,210.0,31.0,402.0,68.0,40.0,37.9,91.0,53.8,43.3,181.0,9.0,5.0,12.0,0.86,15.0
|
Emil Audero,it ITA,GK,Sampdoria,26-010,1997,19.0,19.0,1710.0,32.0,1.68,93.0,61.0,69.9,2.0,3.0,14.0,2.0,10.5,6.0,4.0,2.0,0.0,19.0,0.0,3.0,2.0,26.3,0.22,-3.7,-0.2,112.0,320.0,35.0,543.0,83.0,43.8,38.8,142.0,57.7,44.5,243.0,15.0,6.2,20.0,1.05,15.4
|
||||||
Marco Carnesecchi,it ITA,GK,Cremonese,22-133,2000,5.0,5.0,450.0,5.0,1.0,20.0,15.0,75.0,0.0,4.0,1.0,2.0,40.0,0.0,0.0,0.0,0.0,5.0,0.0,1.0,0.0,6.1,0.31,1.1,0.22,22.0,73.0,30.1,116.0,26.0,49.1,42.2,28.0,57.1,50.8,54.0,5.0,9.3,1.0,0.2,7.1
|
Marco Carnesecchi,it ITA,GK,Cremonese,22-211,2000,10.0,10.0,900.0,14.0,1.4,49.0,36.0,73.5,0.0,5.0,5.0,2.0,20.0,1.0,1.0,0.0,0.0,10.0,1.0,1.0,1.0,15.9,0.31,2.9,0.29,44.0,153.0,28.8,241.0,56.0,47.3,40.0,66.0,59.1,49.3,108.0,10.0,9.3,7.0,0.7,13.0
|
||||||
Andrea Consigli,it ITA,GK,Sassuolo,35-288,1987,14.0,14.0,1260.0,19.0,1.36,41.0,22.0,58.5,4.0,4.0,6.0,5.0,35.7,2.0,2.0,0.0,0.0,14.0,0.0,2.0,0.0,16.6,0.37,-2.4,-0.17,84.0,205.0,41.0,523.0,77.0,31.0,34.7,134.0,32.1,33.7,189.0,13.0,6.9,9.0,0.64,14.1
|
Andrea Consigli,it ITA,GK,Sassuolo,36-001,1987,17.0,17.0,1530.0,26.0,1.53,53.0,27.0,56.6,4.0,4.0,9.0,5.0,29.4,3.0,3.0,0.0,0.0,17.0,0.0,3.0,0.0,21.6,0.37,-4.4,-0.26,100.0,242.0,41.3,621.0,87.0,30.9,34.4,157.0,31.8,33.3,220.0,13.0,5.9,15.0,0.88,14.5
|
||||||
Michele Di Gregorio,it ITA,GK,Monza,25-107,1997,14.0,14.0,1260.0,22.0,1.57,59.0,38.0,62.7,4.0,1.0,9.0,4.0,28.6,0.0,0.0,0.0,0.0,14.0,0.0,2.0,1.0,22.1,0.39,1.1,0.08,53.0,154.0,34.4,468.0,94.0,29.1,32.3,79.0,22.8,28.2,169.0,7.0,4.1,10.0,0.71,13.8
|
Michele Di Gregorio,it ITA,GK,Monza,25-185,1997,19.0,19.0,1710.0,28.0,1.47,76.0,49.0,63.2,6.0,4.0,9.0,5.0,26.3,0.0,0.0,0.0,0.0,19.0,0.0,3.0,1.0,26.0,0.35,-1.0,-0.05,77.0,232.0,33.2,633.0,117.0,31.0,33.0,115.0,31.3,31.3,246.0,10.0,4.1,12.0,0.63,13.4
|
||||||
Bartłomiej Drągowski,pl POL,GK,Spezia,25-084,1997,13.0,13.0,1170.0,24.0,1.85,77.0,53.0,68.8,2.0,3.0,8.0,1.0,7.7,1.0,0.0,0.0,1.0,13.0,1.0,3.0,0.0,21.1,0.28,-2.9,-0.22,61.0,190.0,32.1,361.0,70.0,37.4,34.0,82.0,67.1,50.6,179.0,8.0,4.5,18.0,1.38,15.6
|
Bartłomiej Drągowski,pl POL,GK,Spezia,25-162,1997,18.0,18.0,1572.0,29.0,1.66,95.0,66.0,69.5,3.0,4.0,10.0,3.0,16.7,1.0,0.0,0.0,1.0,17.5,1.0,4.0,0.0,26.0,0.28,-3.0,-0.17,85.0,255.0,33.3,479.0,87.0,39.2,34.4,106.0,63.2,47.9,235.0,9.0,3.8,24.0,1.37,15.6
|
||||||
Wladimiro Falcone,it ITA,GK,Lecce,27-213,1995,14.0,14.0,1260.0,17.0,1.21,65.0,49.0,78.5,2.0,6.0,6.0,0.0,0.0,3.0,3.0,0.0,0.0,14.0,1.0,4.0,1.0,18.0,0.23,2.0,0.14,67.0,246.0,27.2,360.0,66.0,47.5,38.9,106.0,70.8,49.8,223.0,10.0,4.5,11.0,0.79,11.2
|
Wladimiro Falcone,it ITA,GK,Lecce,27-291,1995,20.0,20.0,1800.0,24.0,1.2,86.0,63.0,75.6,4.0,8.0,8.0,2.0,10.0,3.0,3.0,0.0,0.0,20.0,1.0,4.0,1.0,23.4,0.24,0.4,0.02,96.0,377.0,25.5,483.0,80.0,53.8,40.9,156.0,75.0,51.4,304.0,13.0,4.3,20.0,1.0,12.5
|
||||||
Pierluigi Gollini,it ITA,GK,Fiorentina,27-238,1995,3.0,3.0,270.0,2.0,0.67,8.0,6.0,75.0,1.0,2.0,0.0,2.0,66.7,0.0,0.0,0.0,0.0,3.0,0.0,1.0,0.0,1.7,0.21,-0.3,-0.1,13.0,38.0,34.2,115.0,17.0,27.0,32.4,11.0,63.6,49.3,24.0,1.0,4.2,0.0,0.0,9.3
|
Pierluigi Gollini,it ITA,GK,Fiorentina,27-316,1995,3.0,3.0,270.0,2.0,0.67,8.0,6.0,75.0,1.0,2.0,0.0,2.0,66.7,0.0,0.0,0.0,0.0,3.0,0.0,1.0,0.0,1.7,0.21,-0.3,-0.1,13.0,38.0,34.2,115.0,17.0,27.0,32.4,11.0,63.6,49.3,24.0,1.0,4.2,0.0,0.0,9.3
|
||||||
Samir Handanović,si SVN,GK,Inter,38-120,1984,8.0,8.0,720.0,13.0,1.62,36.0,24.0,63.9,4.0,0.0,4.0,2.0,25.0,0.0,0.0,0.0,0.0,8.0,0.0,1.0,1.0,10.6,0.3,-1.4,-0.17,27.0,52.0,51.9,266.0,46.0,18.8,26.1,45.0,4.4,24.0,79.0,2.0,2.5,5.0,0.63,14.6
|
Samir Handanović,si SVN,GK,Inter,38-198,1984,8.0,8.0,720.0,13.0,1.62,36.0,24.0,63.9,4.0,0.0,4.0,2.0,25.0,0.0,0.0,0.0,0.0,8.0,0.0,1.0,1.0,10.6,0.3,-1.4,-0.17,27.0,52.0,51.9,266.0,46.0,18.8,26.1,45.0,4.4,24.0,79.0,2.0,2.5,5.0,0.63,14.6
|
||||||
Mike Maignan,fr FRA,GK,Milan,27-131,1995,7.0,7.0,630.0,8.0,1.14,22.0,13.0,68.2,4.0,2.0,1.0,2.0,28.6,2.0,1.0,1.0,0.0,7.0,0.0,1.0,0.0,8.2,0.29,0.2,0.03,29.0,74.0,39.2,220.0,32.0,30.5,33.5,18.0,38.9,40.4,65.0,5.0,7.7,6.0,0.86,12.9
|
Mike Maignan,fr FRA,GK,Milan,27-209,1995,7.0,7.0,630.0,8.0,1.14,22.0,13.0,68.2,4.0,2.0,1.0,2.0,28.6,2.0,1.0,1.0,0.0,7.0,0.0,1.0,0.0,8.2,0.29,0.2,0.03,29.0,74.0,39.2,220.0,32.0,30.5,33.5,18.0,38.9,40.4,65.0,5.0,7.7,6.0,0.86,12.9
|
||||||
Luís Maximiano,pt POR,GK,Lazio,23-310,1999,1.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,3.0,66.7,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,19.0
|
Luís Maximiano,pt POR,GK,Lazio,24-023,1999,1.0,1.0,5.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.1,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0,3.0,66.7,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,19.0
|
||||||
Alex Meret,it ITA,GK,Napoli,25-234,1997,14.0,14.0,1260.0,10.0,0.71,39.0,28.0,76.9,12.0,2.0,0.0,6.0,42.9,2.0,1.0,1.0,0.0,14.0,0.0,1.0,0.0,13.2,0.29,3.2,0.23,23.0,67.0,34.3,307.0,52.0,16.0,26.9,92.0,19.6,26.6,142.0,6.0,4.2,10.0,0.71,15.1
|
Alex Meret,it ITA,GK,Napoli,25-312,1997,19.0,19.0,1710.0,14.0,0.74,50.0,35.0,74.0,16.0,2.0,1.0,8.0,42.1,2.0,1.0,1.0,0.0,19.0,0.0,1.0,0.0,15.6,0.27,1.6,0.08,34.0,92.0,37.0,425.0,69.0,16.2,26.6,114.0,20.2,27.1,197.0,6.0,3.0,23.0,1.21,17.2
|
||||||
Vanja Milinković-Savić,rs SRB,GK,Torino,25-264,1997,14.0,14.0,1260.0,16.0,1.14,55.0,39.0,74.5,6.0,2.0,6.0,3.0,21.4,2.0,2.0,0.0,0.0,14.0,0.0,1.0,0.0,16.8,0.27,0.8,0.06,97.0,335.0,29.0,507.0,55.0,46.9,40.2,102.0,95.1,73.0,160.0,11.0,6.9,24.0,1.71,17.7
|
Vanja Milinković-Savić,rs SRB,GK,Torino,25-342,1997,19.0,19.0,1710.0,20.0,1.05,75.0,55.0,77.3,7.0,5.0,7.0,4.0,21.1,4.0,3.0,0.0,1.0,19.0,0.0,2.0,0.0,20.3,0.24,0.3,0.02,138.0,493.0,28.0,746.0,85.0,48.1,40.8,142.0,94.4,72.1,232.0,18.0,7.8,33.0,1.74,16.5
|
||||||
Lorenzo Montipò,it ITA,GK,Hellas Verona,26-264,1996,14.0,14.0,1260.0,27.0,1.93,75.0,48.0,64.0,1.0,2.0,11.0,0.0,0.0,1.0,0.0,1.0,0.0,14.0,0.0,1.0,1.0,19.7,0.25,-6.3,-0.45,109.0,241.0,45.2,329.0,47.0,56.2,42.2,116.0,48.3,40.1,177.0,6.0,3.4,36.0,2.57,17.7
|
Lorenzo Montipò,it ITA,GK,Hellas Verona,26-342,1996,19.0,19.0,1710.0,31.0,1.63,98.0,67.0,68.4,3.0,3.0,13.0,2.0,10.5,1.0,0.0,1.0,0.0,19.0,0.0,2.0,1.0,25.2,0.25,-4.8,-0.25,176.0,358.0,49.2,447.0,62.0,60.2,43.5,153.0,58.2,44.8,261.0,10.0,3.8,46.0,2.42,17.8
|
||||||
Juan Musso,ar ARG,GK,Atalanta,28-189,1994,9.0,9.0,727.0,5.0,0.62,27.0,22.0,81.5,5.0,2.0,1.0,4.0,44.4,0.0,0.0,0.0,0.0,8.1,0.0,1.0,0.0,5.9,0.22,0.9,0.11,59.0,126.0,46.8,222.0,62.0,39.2,35.0,55.0,70.9,51.6,98.0,3.0,3.1,7.0,0.87,16.5
|
Juan Musso,ar ARG,GK,Atalanta,28-267,1994,13.0,13.0,1087.0,14.0,1.16,43.0,30.0,69.8,7.0,3.0,2.0,4.0,30.8,1.0,1.0,0.0,0.0,12.1,0.0,1.0,1.0,10.4,0.22,-2.6,-0.22,78.0,167.0,46.7,321.0,93.0,34.6,33.0,86.0,65.1,49.4,147.0,8.0,5.4,10.0,0.83,14.6
|
||||||
André Onana,cm CMR,GK,Inter,26-223,1996,6.0,6.0,540.0,7.0,1.17,19.0,12.0,68.4,5.0,0.0,1.0,2.0,33.3,1.0,1.0,0.0,0.0,6.0,0.0,1.0,0.0,5.0,0.21,-2.0,-0.33,23.0,64.0,35.9,176.0,31.0,27.3,29.6,48.0,33.3,36.9,81.0,5.0,6.2,2.0,0.33,14.0
|
Guillermo Ochoa,mx MEX,GK,Salernitana,37-199,1985,5.0,5.0,450.0,14.0,2.8,39.0,24.0,66.7,1.0,1.0,3.0,0.0,0.0,2.0,1.0,1.0,0.0,5.0,0.0,1.0,0.0,13.7,0.3,-0.3,-0.05,42.0,125.0,33.6,131.0,13.0,64.1,43.3,52.0,78.8,54.7,78.0,2.0,2.6,4.0,0.8,16.5
|
||||||
Rui Patrício,pt POR,GK,Roma,34-269,1988,14.0,14.0,1260.0,13.0,0.93,42.0,29.0,69.0,8.0,2.0,4.0,4.0,28.6,0.0,0.0,0.0,0.0,14.0,1.0,2.0,0.0,9.1,0.22,-3.9,-0.28,43.0,102.0,42.2,255.0,52.0,29.4,30.2,104.0,26.0,30.8,175.0,6.0,3.4,8.0,0.57,13.0
|
André Onana,cm CMR,GK,Inter,26-301,1996,11.0,11.0,990.0,12.0,1.09,41.0,30.0,75.6,8.0,1.0,2.0,4.0,36.4,2.0,2.0,0.0,0.0,11.0,0.0,2.0,1.0,9.6,0.19,-1.4,-0.13,56.0,142.0,39.4,381.0,54.0,29.9,31.0,79.0,35.4,37.9,150.0,6.0,4.0,3.0,0.27,13.0
|
||||||
Mattia Perin,it ITA,GK,Juventus,30-001,1992,7.0,6.0,588.0,4.0,0.61,24.0,19.0,87.5,2.0,3.0,1.0,4.0,66.7,2.0,1.0,1.0,0.0,6.5,0.0,0.0,0.0,7.9,0.25,3.9,0.59,24.0,71.0,33.8,198.0,36.0,27.8,30.3,41.0,39.0,35.4,99.0,2.0,2.0,9.0,1.38,17.8
|
Rui Patrício,pt POR,GK,Roma,34-347,1988,19.0,19.0,1710.0,16.0,0.84,52.0,36.0,69.2,11.0,4.0,4.0,7.0,36.8,0.0,0.0,0.0,0.0,19.0,1.0,3.0,0.0,10.9,0.21,-5.1,-0.27,62.0,154.0,40.3,349.0,68.0,32.1,31.4,139.0,30.2,32.8,221.0,6.0,2.7,13.0,0.68,13.8
|
||||||
Ivan Provedel,it ITA,GK,Lazio,28-239,1994,14.0,13.0,1253.0,8.0,0.57,39.0,31.0,82.1,8.0,3.0,2.0,9.0,69.2,1.0,1.0,0.0,0.0,13.9,0.0,3.0,0.0,10.1,0.24,2.1,0.15,64.0,165.0,38.8,443.0,63.0,29.3,33.1,94.0,37.2,36.6,201.0,5.0,2.5,29.0,2.08,17.6
|
Gianluca Pegolo,it ITA,GK,Sassuolo,41-309,1981,2.0,2.0,180.0,3.0,1.5,6.0,3.0,66.7,0.0,1.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,2.0,0.0,0.0,0.0,3.2,0.38,0.2,0.12,9.0,18.0,50.0,61.0,10.0,21.3,29.7,16.0,31.3,28.3,28.0,2.0,7.1,0.0,0.0,9.0
|
||||||
Ionuț Radu,ro ROU,GK,Cremonese,25-167,1997,9.0,9.0,810.0,19.0,2.11,64.0,45.0,75.0,0.0,3.0,6.0,1.0,11.1,3.0,3.0,0.0,0.0,9.0,0.0,3.0,0.0,21.0,0.29,2.0,0.22,38.0,143.0,26.6,265.0,34.0,41.1,37.3,67.0,50.7,46.3,107.0,6.0,5.6,9.0,1.0,14.5
|
Mattia Perin,it ITA,GK,Juventus,30-079,1992,7.0,6.0,588.0,4.0,0.61,24.0,19.0,87.5,2.0,3.0,1.0,4.0,66.7,2.0,1.0,1.0,0.0,6.5,0.0,0.0,0.0,7.9,0.25,3.9,0.6,24.0,71.0,33.8,198.0,36.0,27.8,30.3,41.0,39.0,35.3,99.0,2.0,2.0,9.0,1.38,17.8
|
||||||
Luigi Sepe,it ITA,GK,Salernitana,31-187,1991,14.0,14.0,1260.0,21.0,1.5,69.0,46.0,72.5,4.0,5.0,5.0,3.0,21.4,4.0,2.0,2.0,0.0,14.0,0.0,0.0,0.0,24.1,0.29,3.1,0.22,55.0,223.0,24.7,387.0,69.0,41.6,36.6,128.0,48.4,41.7,187.0,14.0,7.5,9.0,0.64,13.7
|
Ivan Provedel,it ITA,GK,Lazio,28-317,1994,19.0,18.0,1703.0,15.0,0.79,59.0,44.0,76.3,10.0,4.0,4.0,11.0,61.1,1.0,1.0,0.0,0.0,18.9,0.0,4.0,0.0,14.4,0.23,-0.6,-0.03,82.0,201.0,40.8,576.0,86.0,28.0,32.5,115.0,34.8,34.8,256.0,7.0,2.7,37.0,1.96,18.1
|
||||||
Marco Silvestri,it ITA,GK,Udinese,31-254,1991,14.0,14.0,1260.0,14.0,1.0,51.0,37.0,76.5,6.0,6.0,2.0,5.0,35.7,2.0,2.0,0.0,0.0,14.0,1.0,0.0,0.0,16.0,0.28,2.0,0.14,59.0,148.0,39.9,287.0,57.0,35.9,34.4,110.0,40.9,38.2,194.0,4.0,2.1,5.0,0.36,11.3
|
Ionuț Radu,ro ROU,GK,Cremonese,25-245,1997,9.0,9.0,810.0,19.0,2.11,64.0,45.0,75.0,0.0,3.0,6.0,1.0,11.1,3.0,3.0,0.0,0.0,9.0,0.0,3.0,0.0,21.0,0.29,2.0,0.22,38.0,143.0,26.6,265.0,34.0,41.1,37.3,67.0,50.7,46.3,107.0,6.0,5.6,9.0,1.0,14.5
|
||||||
Łukasz Skorupski,pl POL,GK,Bologna,31-190,1991,14.0,14.0,1260.0,25.0,1.79,68.0,45.0,67.6,4.0,4.0,6.0,1.0,7.1,3.0,3.0,0.0,0.0,14.0,1.0,4.0,2.0,21.0,0.27,-2.0,-0.14,62.0,162.0,38.3,408.0,81.0,31.1,32.1,104.0,33.7,31.2,203.0,10.0,4.9,13.0,0.93,14.0
|
Luigi Sepe,it ITA,GK,Salernitana,31-265,1991,15.0,15.0,1350.0,24.0,1.6,76.0,50.0,72.4,4.0,5.0,6.0,3.0,20.0,5.0,3.0,2.0,0.0,15.0,0.0,0.0,0.0,26.0,0.28,2.0,0.14,57.0,227.0,25.1,414.0,72.0,39.9,36.1,134.0,46.3,40.6,199.0,15.0,7.5,11.0,0.73,14.2
|
||||||
Marco Sportiello,it ITA,GK,Atalanta,30-185,1992,6.0,5.0,533.0,7.0,1.18,23.0,16.0,69.6,2.0,1.0,2.0,2.0,40.0,0.0,0.0,0.0,0.0,5.9,1.0,2.0,0.0,6.4,0.28,-0.6,-0.1,29.0,73.0,39.7,158.0,41.0,20.3,28.6,55.0,74.5,51.3,77.0,6.0,7.8,11.0,1.86,18.9
|
Marco Silvestri,it ITA,GK,Udinese,31-332,1991,19.0,19.0,1710.0,21.0,1.11,64.0,43.0,70.3,7.0,7.0,5.0,6.0,31.6,2.0,2.0,0.0,0.0,19.0,1.0,2.0,0.0,22.1,0.32,1.1,0.06,76.0,200.0,38.0,406.0,72.0,34.2,33.5,153.0,39.9,36.8,253.0,4.0,1.6,9.0,0.47,13.5
|
||||||
Wojciech Szczęsny,pl POL,GK,Juventus,32-207,1990,8.0,8.0,672.0,3.0,0.4,18.0,15.0,83.3,5.0,1.0,1.0,5.0,62.5,0.0,0.0,0.0,0.0,7.5,0.0,2.0,0.0,4.6,0.26,1.6,0.22,32.0,86.0,37.2,185.0,30.0,36.8,36.5,36.0,50.0,43.0,97.0,2.0,2.1,6.0,0.8,15.9
|
Łukasz Skorupski,pl POL,GK,Bologna,31-268,1991,20.0,20.0,1800.0,30.0,1.5,88.0,60.0,71.6,7.0,5.0,8.0,3.0,15.0,5.0,5.0,0.0,0.0,20.0,1.0,4.0,2.0,28.7,0.28,0.7,0.04,87.0,219.0,39.7,545.0,116.0,30.5,32.1,141.0,37.6,33.9,280.0,18.0,6.4,17.0,0.85,14.2
|
||||||
Ciprian Tătărușanu,ro ROU,GK,Milan,36-275,1986,7.0,7.0,630.0,6.0,0.86,27.0,21.0,77.8,5.0,1.0,1.0,2.0,28.6,0.0,0.0,0.0,0.0,7.0,2.0,0.0,0.0,5.5,0.2,-0.5,-0.08,44.0,85.0,51.8,198.0,28.0,35.4,34.4,33.0,45.5,41.5,64.0,1.0,1.6,7.0,1.0,18.1
|
Marco Sportiello,it ITA,GK,Atalanta,30-263,1992,7.0,6.0,623.0,9.0,1.3,26.0,17.0,65.4,2.0,2.0,2.0,2.0,33.3,0.0,0.0,0.0,0.0,6.9,1.0,2.0,0.0,7.8,0.3,-1.2,-0.17,31.0,77.0,40.3,181.0,45.0,19.3,28.5,61.0,68.9,48.9,86.0,7.0,8.1,14.0,2.02,19.9
|
||||||
Pietro Terracciano,it ITA,GK,Fiorentina,32-248,1990,11.0,11.0,990.0,16.0,1.45,38.0,22.0,60.5,4.0,2.0,5.0,2.0,18.2,1.0,1.0,0.0,0.0,11.0,0.0,1.0,0.0,13.6,0.33,-2.4,-0.21,43.0,121.0,35.5,299.0,40.0,33.1,34.2,69.0,31.9,35.6,104.0,5.0,4.8,25.0,2.27,19.3
|
Wojciech Szczęsny,pl POL,GK,Juventus,32-285,1990,13.0,13.0,1122.0,11.0,0.88,41.0,30.0,73.2,8.0,2.0,2.0,8.0,61.5,0.0,0.0,0.0,0.0,12.5,0.0,3.0,0.0,11.0,0.27,0.0,0.0,54.0,134.0,40.3,297.0,56.0,36.7,36.1,61.0,41.0,39.2,155.0,4.0,2.6,7.0,0.56,14.2
|
||||||
Guglielmo Vicario,it ITA,GK,Empoli,26-035,1996,14.0,14.0,1260.0,19.0,1.36,62.0,42.0,71.0,3.0,5.0,6.0,4.0,28.6,3.0,1.0,1.0,1.0,14.0,0.0,3.0,0.0,20.4,0.3,1.4,0.1,68.0,213.0,31.9,505.0,85.0,35.2,34.4,76.0,46.1,42.4,285.0,20.0,7.0,8.0,0.57,11.1
|
Ciprian Tătărușanu,ro ROU,GK,Milan,36-353,1986,12.0,12.0,1080.0,16.0,1.33,43.0,28.0,65.1,7.0,3.0,2.0,2.0,16.7,1.0,1.0,0.0,0.0,12.0,2.0,2.0,1.0,12.5,0.27,-2.5,-0.21,62.0,135.0,45.9,375.0,59.0,31.2,32.7,51.0,35.3,34.9,125.0,8.0,6.4,10.0,0.83,15.1
|
||||||
Jeroen Zoet,nl NED,GK,Spezia,31-309,1991,1.0,1.0,90.0,1.0,1.0,2.0,1.0,50.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.2,0.08,-0.8,-0.83,4.0,15.0,26.7,29.0,3.0,48.3,35.6,2.0,50.0,34.5,8.0,0.0,0.0,1.0,1.0,13.5
|
Pietro Terracciano,it ITA,GK,Fiorentina,32-326,1990,16.0,16.0,1440.0,23.0,1.44,54.0,32.0,61.1,5.0,3.0,8.0,2.0,12.5,2.0,2.0,0.0,0.0,16.0,0.0,1.0,1.0,18.8,0.31,-3.2,-0.2,78.0,197.0,39.6,462.0,63.0,33.1,33.3,101.0,43.6,39.7,149.0,7.0,4.7,30.0,1.88,18.7
|
||||||
|
Guglielmo Vicario,it ITA,GK,Empoli,26-113,1996,19.0,19.0,1710.0,22.0,1.16,82.0,59.0,74.4,6.0,7.0,6.0,7.0,36.8,3.0,1.0,1.0,1.0,19.0,0.0,4.0,0.0,24.0,0.27,2.0,0.11,88.0,277.0,31.8,690.0,108.0,33.3,33.9,103.0,45.6,41.8,399.0,25.0,6.3,8.0,0.42,10.5
|
||||||
|
Jeroen Zoet,nl NED,GK,Spezia,32-022,1991,3.0,2.0,154.0,1.0,0.58,6.0,5.0,83.3,0.0,2.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.7,0.0,0.0,0.0,0.7,0.11,-0.3,-0.19,15.0,43.0,34.9,57.0,5.0,63.2,41.7,8.0,87.5,56.6,24.0,1.0,4.2,3.0,1.74,15.7
|
||||||
|
Petar Zovko,ba BIH,GK,Spezia,20-309,2002,1.0,0.0,74.0,2.0,2.43,3.0,1.0,33.3,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.8,0.0,0.0,0.0,1.7,0.55,-0.3,-0.42,7.0,21.0,33.3,23.0,3.0,47.8,35.1,13.0,76.9,51.1,24.0,1.0,4.2,2.0,2.47,17.0
|
||||||
|
|||||||
|
+519
-492
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Load Diff
@@ -1,21 +1,21 @@
|
|||||||
team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_dribbles,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_dribbles,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,dribble_tackles,dribbles_vs,dribble_tackles_pct,dribbled_past,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,dribbles_completed,dribbles,dribbles_completed_pct,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
|
team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_dribbles,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_dribbles,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,dribble_tackles,dribbles_vs,dribble_tackles_pct,dribbled_past,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,dribbles_completed,dribbles,dribbles_completed_pct,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
|
||||||
Atalanta,32.0,55.0,38.0,418.0,3420.0,62.0,48.0,5.0,6.0,87.0,2.0,1.63,1.26,2.89,1.5,2.76,71.2,66.9,1.87,1.76,38.0,38.0,3419.0,48.0,1.26,139.0,94.0,69.1,16.0,11.0,10.0,10.0,26.3,6.0,5.0,0.0,1.0,38.0,0.0,3.0,3.0,44.2,0.29,-0.8,-0.02,157.0,387.0,40.6,863.0,203.0,26.0,30.7,240.0,67.9,49.2,356.0,29.0,8.1,43.0,1.13,16.2,167.0,16.0,27.9,4.39,0.1,0.34,0.12,-9.2,-9.9,17108.0,21262.0,80.5,290904.0,103696.0,8272.0,9367.0,88.3,6741.0,7835.0,86.0,1583.0,2760.0,57.4,479.0,1384.0,425.0,81.0,1351.0,19318.0,1876.0,539.0,36.0,192.0,661.0,229.0,114.0,84.0,1.0,782.0,68.0,383.0,1076.0,28.32,761.0,97.0,68.0,86.0,32.0,109.0,2.87,86.0,2.0,8.0,8.0,3.0,2.0,630.0,341.0,252.0,271.0,107.0,299.0,635.0,47.1,336.0,436.0,96.0,340.0,441.0,483.0,6.0,25438.0,1873.0,6726.0,11546.0,7434.0,1124.0,25432.0,372.0,679.0,54.8,16888.0,696.0,376.0,1.0,513.0,454.0,68.0,3.0,6.0,3.0,2292.0,685.0,518.0,56.9
|
Atalanta,32.0,55.0,38.0,418.0,3420.0,62.0,48.0,5.0,6.0,87.0,2.0,1.63,1.26,2.89,1.5,2.76,71.2,66.9,1.87,1.76,38.0,38.0,3419.0,48.0,1.26,139.0,94.0,69.1,16.0,11.0,10.0,10.0,26.3,6.0,5.0,0.0,1.0,38.0,0.0,3.0,3.0,44.2,0.29,-0.8,-0.02,157.0,387.0,40.6,863.0,203.0,26.0,30.7,240.0,67.9,49.2,356.0,29.0,8.1,43.0,1.13,16.2,167.0,16.0,27.9,4.39,0.1,0.34,0.12,-9.2,-9.9,17108.0,21262.0,80.5,290904.0,103696.0,8272.0,9367.0,88.3,6741.0,7835.0,86.0,1583.0,2760.0,57.4,479.0,1384.0,425.0,81.0,1351.0,19318.0,1876.0,539.0,36.0,192.0,661.0,229.0,114.0,84.0,1.0,782.0,68.0,383.0,1070.0,28.16,770.0,98.0,69.0,86.0,32.0,110.0,2.89,88.0,2.0,8.0,8.0,3.0,1.0,630.0,341.0,252.0,271.0,107.0,299.0,635.0,47.1,336.0,436.0,96.0,340.0,441.0,483.0,6.0,25437.0,1873.0,6726.0,11547.0,7432.0,1125.0,25431.0,372.0,679.0,54.8,16893.0,696.0,376.0,1.0,513.0,454.0,68.0,3.0,6.0,3.0,2292.0,685.0,518.0,56.9
|
||||||
Bologna,36.0,50.6,38.0,418.0,3420.0,43.0,34.0,4.0,5.0,92.0,7.0,1.13,0.89,2.03,1.03,1.92,48.1,44.2,1.26,1.16,38.0,38.0,3420.0,55.0,1.45,184.0,130.0,74.5,11.0,10.0,16.0,13.0,34.2,9.0,8.0,1.0,0.0,38.0,1.0,3.0,2.0,56.2,0.26,3.2,0.08,198.0,482.0,41.1,994.0,170.0,39.3,34.1,308.0,29.5,27.0,525.0,29.0,5.5,14.0,0.37,11.2,143.0,14.0,32.9,3.76,0.09,0.27,0.1,-5.1,-5.2,14442.0,18249.0,79.1,246736.0,95014.0,6960.0,7925.0,87.8,5408.0,6436.0,84.0,1536.0,2702.0,56.8,343.0,1024.0,299.0,89.0,913.0,16283.0,1910.0,590.0,58.0,109.0,601.0,183.0,103.0,21.0,1.0,730.0,56.0,317.0,780.0,20.53,594.0,70.0,26.0,41.0,34.0,78.0,2.05,59.0,7.0,2.0,5.0,3.0,2.0,530.0,298.0,261.0,202.0,67.0,216.0,528.0,40.9,312.0,384.0,127.0,257.0,371.0,678.0,5.0,22039.0,2583.0,7500.0,9871.0,4881.0,627.0,22034.0,326.0,598.0,54.5,14225.0,563.0,302.0,4.0,443.0,497.0,56.0,3.0,9.0,2.0,1972.0,492.0,520.0,48.6
|
Bologna,36.0,50.6,38.0,418.0,3420.0,43.0,34.0,4.0,5.0,92.0,7.0,1.13,0.89,2.03,1.03,1.92,48.1,44.2,1.26,1.16,38.0,38.0,3420.0,55.0,1.45,184.0,130.0,74.5,11.0,10.0,16.0,13.0,34.2,9.0,8.0,1.0,0.0,38.0,1.0,3.0,2.0,56.2,0.26,3.2,0.08,198.0,482.0,41.1,994.0,170.0,39.3,34.1,308.0,29.5,27.0,525.0,29.0,5.5,14.0,0.37,11.2,143.0,14.0,32.9,3.76,0.09,0.27,0.1,-5.1,-5.2,14442.0,18249.0,79.1,246735.0,94978.0,6960.0,7925.0,87.8,5408.0,6437.0,84.0,1536.0,2701.0,56.9,343.0,1024.0,299.0,89.0,913.0,16283.0,1910.0,590.0,58.0,109.0,601.0,183.0,103.0,21.0,1.0,730.0,56.0,317.0,777.0,20.45,599.0,71.0,26.0,41.0,34.0,76.0,2.0,59.0,7.0,2.0,5.0,3.0,0.0,530.0,298.0,261.0,202.0,67.0,216.0,528.0,40.9,312.0,384.0,127.0,257.0,371.0,678.0,5.0,22039.0,2583.0,7500.0,9871.0,4881.0,627.0,22034.0,326.0,598.0,54.5,14225.0,563.0,302.0,4.0,443.0,497.0,56.0,3.0,9.0,2.0,1972.0,492.0,520.0,48.6
|
||||||
Cagliari,33.0,44.5,38.0,418.0,3420.0,34.0,26.0,3.0,4.0,96.0,5.0,0.89,0.68,1.58,0.82,1.5,42.9,40.2,1.13,1.06,38.0,38.0,3420.0,68.0,1.79,185.0,115.0,67.0,6.0,12.0,20.0,3.0,7.9,10.0,7.0,3.0,0.0,38.0,5.0,10.0,1.0,58.8,0.28,-8.2,-0.22,343.0,765.0,44.8,962.0,122.0,53.0,39.5,344.0,74.1,48.4,526.0,23.0,4.4,34.0,0.89,14.9,117.0,17.0,27.9,3.08,0.07,0.26,0.1,-8.9,-9.2,11503.0,15761.0,73.0,221216.0,88891.0,4745.0,5714.0,83.0,4799.0,5957.0,80.6,1656.0,3147.0,52.6,317.0,853.0,226.0,93.0,784.0,13729.0,1962.0,574.0,16.0,119.0,675.0,143.0,48.0,71.0,2.0,791.0,70.0,315.0,754.0,19.84,517.0,85.0,24.0,63.0,34.0,63.0,1.66,43.0,5.0,2.0,5.0,5.0,3.0,557.0,303.0,263.0,229.0,65.0,230.0,544.0,42.3,314.0,406.0,128.0,278.0,397.0,747.0,5.0,19741.0,2389.0,6897.0,8677.0,4382.0,634.0,19737.0,252.0,479.0,52.6,11299.0,572.0,261.0,3.0,549.0,490.0,70.0,3.0,10.0,1.0,1995.0,696.0,742.0,48.4
|
Cagliari,33.0,44.5,38.0,418.0,3420.0,34.0,26.0,3.0,4.0,96.0,5.0,0.89,0.68,1.58,0.82,1.5,42.9,40.2,1.13,1.06,38.0,38.0,3420.0,68.0,1.79,185.0,115.0,67.0,6.0,12.0,20.0,3.0,7.9,10.0,7.0,3.0,0.0,38.0,5.0,10.0,1.0,58.8,0.28,-8.2,-0.22,343.0,765.0,44.8,962.0,122.0,53.0,39.5,344.0,74.1,48.4,526.0,23.0,4.4,34.0,0.89,14.9,117.0,17.0,27.9,3.08,0.07,0.26,0.1,-8.9,-9.2,11503.0,15761.0,73.0,221216.0,88891.0,4745.0,5714.0,83.0,4799.0,5957.0,80.6,1656.0,3147.0,52.6,317.0,853.0,226.0,93.0,784.0,13729.0,1962.0,574.0,16.0,119.0,675.0,143.0,48.0,71.0,2.0,791.0,70.0,315.0,740.0,19.47,520.0,86.0,24.0,63.0,34.0,61.0,1.61,43.0,5.0,2.0,5.0,5.0,1.0,557.0,303.0,263.0,229.0,65.0,230.0,544.0,42.3,314.0,406.0,128.0,278.0,397.0,747.0,5.0,19741.0,2389.0,6897.0,8677.0,4382.0,634.0,19737.0,252.0,479.0,52.6,11299.0,572.0,261.0,3.0,549.0,490.0,70.0,3.0,10.0,1.0,1995.0,696.0,742.0,48.4
|
||||||
Empoli,28.0,47.4,38.0,418.0,3420.0,47.0,27.0,7.0,7.0,87.0,5.0,1.24,0.71,1.95,1.05,1.76,49.4,44.4,1.3,1.17,38.0,38.0,3420.0,70.0,1.84,216.0,150.0,69.9,10.0,11.0,17.0,7.0,18.4,10.0,5.0,2.0,3.0,38.0,1.0,5.0,6.0,65.2,0.28,1.2,0.03,133.0,386.0,34.5,1066.0,215.0,26.2,29.5,257.0,41.6,37.5,602.0,35.0,5.8,38.0,1.0,13.9,151.0,16.0,30.8,3.97,0.08,0.26,0.09,-2.4,-4.4,12796.0,16700.0,76.6,227800.0,91049.0,5530.0,6362.0,86.9,5584.0,6695.0,83.4,1315.0,2560.0,51.4,343.0,1013.0,337.0,72.0,1106.0,14627.0,1990.0,528.0,36.0,76.0,704.0,189.0,63.0,87.0,0.0,827.0,83.0,347.0,830.0,21.84,608.0,67.0,40.0,51.0,42.0,84.0,2.21,58.0,6.0,5.0,8.0,6.0,1.0,568.0,327.0,268.0,208.0,92.0,273.0,606.0,45.0,333.0,451.0,177.0,274.0,352.0,772.0,10.0,20728.0,2793.0,7095.0,8699.0,5162.0,786.0,20721.0,291.0,547.0,53.2,12596.0,584.0,335.0,3.0,506.0,463.0,83.0,6.0,10.0,6.0,1998.0,427.0,549.0,43.8
|
Empoli,28.0,47.4,38.0,418.0,3420.0,47.0,27.0,7.0,7.0,87.0,5.0,1.24,0.71,1.95,1.05,1.76,49.4,44.4,1.3,1.17,38.0,38.0,3420.0,70.0,1.84,216.0,150.0,69.9,10.0,11.0,17.0,7.0,18.4,10.0,5.0,2.0,3.0,38.0,1.0,5.0,6.0,65.2,0.28,1.2,0.03,133.0,386.0,34.5,1066.0,215.0,26.2,29.5,257.0,41.6,37.5,602.0,35.0,5.8,38.0,1.0,13.9,151.0,16.0,30.8,3.97,0.08,0.26,0.09,-2.4,-4.4,12796.0,16700.0,76.6,227800.0,91049.0,5530.0,6362.0,86.9,5584.0,6695.0,83.4,1315.0,2560.0,51.4,343.0,1013.0,337.0,72.0,1106.0,14627.0,1990.0,528.0,36.0,76.0,704.0,189.0,63.0,87.0,0.0,827.0,83.0,347.0,835.0,21.97,622.0,67.0,40.0,51.0,42.0,84.0,2.21,59.0,6.0,5.0,8.0,6.0,0.0,568.0,327.0,268.0,208.0,92.0,273.0,606.0,45.0,333.0,451.0,177.0,274.0,352.0,772.0,10.0,20728.0,2793.0,7095.0,8699.0,5162.0,786.0,20721.0,291.0,547.0,53.2,12596.0,584.0,335.0,3.0,506.0,463.0,83.0,6.0,10.0,6.0,1998.0,427.0,549.0,43.8
|
||||||
Fiorentina,28.0,57.7,38.0,418.0,3420.0,59.0,33.0,9.0,12.0,89.0,8.0,1.55,0.87,2.42,1.32,2.18,65.6,56.4,1.73,1.48,38.0,38.0,3418.0,51.0,1.34,126.0,75.0,61.9,19.0,5.0,13.0,11.0,28.9,5.0,3.0,2.0,0.0,38.0,0.0,3.0,2.0,39.8,0.28,-9.2,-0.24,240.0,561.0,42.8,1660.0,164.0,29.2,31.9,209.0,36.8,34.9,352.0,24.0,6.8,71.0,1.87,17.7,172.0,25.0,34.3,4.53,0.1,0.29,0.12,-6.6,-6.4,17418.0,20910.0,83.3,337614.0,110284.0,6638.0,7448.0,89.1,8158.0,9133.0,89.3,2366.0,3482.0,67.9,386.0,1211.0,346.0,105.0,1108.0,19005.0,1848.0,664.0,37.0,246.0,776.0,195.0,23.0,129.0,0.0,693.0,57.0,331.0,916.0,24.11,651.0,85.0,38.0,60.0,59.0,99.0,2.61,66.0,3.0,3.0,13.0,9.0,5.0,508.0,301.0,232.0,203.0,73.0,268.0,540.0,49.6,272.0,357.0,91.0,266.0,244.0,407.0,15.0,24274.0,2416.0,8040.0,10772.0,5703.0,908.0,24262.0,301.0,542.0,55.5,17197.0,618.0,275.0,6.0,464.0,565.0,57.0,8.0,5.0,2.0,1885.0,469.0,456.0,50.7
|
Fiorentina,28.0,57.7,38.0,418.0,3420.0,59.0,33.0,9.0,12.0,89.0,8.0,1.55,0.87,2.42,1.32,2.18,65.6,56.4,1.73,1.48,38.0,38.0,3418.0,51.0,1.34,126.0,75.0,61.9,19.0,5.0,13.0,11.0,28.9,5.0,3.0,2.0,0.0,38.0,0.0,3.0,2.0,39.8,0.28,-9.2,-0.24,240.0,561.0,42.8,1660.0,164.0,29.2,31.9,209.0,36.8,34.9,352.0,24.0,6.8,71.0,1.87,17.7,172.0,25.0,34.3,4.53,0.1,0.29,0.12,-6.6,-6.4,17418.0,20910.0,83.3,337614.0,110293.0,6638.0,7448.0,89.1,8158.0,9133.0,89.3,2366.0,3482.0,67.9,386.0,1211.0,346.0,105.0,1107.0,19005.0,1848.0,664.0,37.0,246.0,776.0,195.0,23.0,129.0,0.0,693.0,57.0,331.0,908.0,23.89,655.0,85.0,40.0,60.0,59.0,99.0,2.61,67.0,3.0,4.0,13.0,9.0,3.0,508.0,301.0,232.0,203.0,73.0,268.0,540.0,49.6,272.0,357.0,91.0,266.0,244.0,407.0,15.0,24275.0,2416.0,8038.0,10773.0,5705.0,908.0,24263.0,301.0,542.0,55.5,17200.0,618.0,275.0,6.0,464.0,565.0,57.0,8.0,5.0,2.0,1885.0,469.0,456.0,50.7
|
||||||
Genoa,40.0,43.9,38.0,418.0,3420.0,26.0,19.0,6.0,7.0,92.0,3.0,0.68,0.5,1.18,0.53,1.03,41.9,36.5,1.1,0.96,38.0,38.0,3420.0,60.0,1.58,184.0,125.0,69.6,4.0,16.0,18.0,10.0,26.3,5.0,4.0,1.0,0.0,38.0,3.0,7.0,2.0,51.6,0.26,-6.4,-0.17,263.0,626.0,42.0,946.0,103.0,46.4,36.7,270.0,69.3,46.1,490.0,16.0,3.3,20.0,0.53,12.8,106.0,12.0,26.7,2.79,0.05,0.19,0.09,-15.9,-16.5,11185.0,15587.0,71.8,198766.0,81745.0,5122.0,6154.0,83.2,4391.0,5630.0,78.0,1298.0,2719.0,47.7,281.0,829.0,211.0,74.0,858.0,13605.0,1910.0,559.0,29.0,74.0,661.0,155.0,57.0,76.0,1.0,777.0,72.0,365.0,684.0,18.0,453.0,74.0,35.0,39.0,53.0,50.0,1.32,33.0,4.0,5.0,0.0,5.0,3.0,739.0,416.0,324.0,302.0,113.0,349.0,727.0,48.0,378.0,487.0,134.0,353.0,449.0,751.0,15.0,20108.0,2408.0,6892.0,8994.0,4459.0,692.0,20101.0,302.0,581.0,52.0,11002.0,732.0,373.0,2.0,566.0,499.0,72.0,4.0,5.0,2.0,2228.0,635.0,743.0,46.1
|
Genoa,40.0,43.9,38.0,418.0,3420.0,26.0,19.0,6.0,7.0,92.0,3.0,0.68,0.5,1.18,0.53,1.03,41.9,36.5,1.1,0.96,38.0,38.0,3420.0,60.0,1.58,184.0,125.0,69.6,4.0,16.0,18.0,10.0,26.3,5.0,4.0,1.0,0.0,38.0,3.0,7.0,2.0,51.6,0.26,-6.4,-0.17,263.0,626.0,42.0,946.0,103.0,46.4,36.7,270.0,69.3,46.1,490.0,16.0,3.3,20.0,0.53,12.8,106.0,12.0,26.7,2.79,0.05,0.19,0.09,-15.9,-16.5,11185.0,15587.0,71.8,198766.0,81748.0,5122.0,6154.0,83.2,4391.0,5630.0,78.0,1298.0,2719.0,47.7,281.0,829.0,211.0,74.0,858.0,13605.0,1910.0,559.0,29.0,74.0,661.0,155.0,57.0,76.0,1.0,777.0,72.0,365.0,683.0,17.97,462.0,75.0,35.0,40.0,53.0,48.0,1.26,33.0,4.0,5.0,0.0,5.0,1.0,739.0,416.0,324.0,302.0,113.0,349.0,727.0,48.0,378.0,487.0,134.0,353.0,449.0,751.0,15.0,20108.0,2408.0,6892.0,8994.0,4459.0,692.0,20101.0,302.0,581.0,52.0,11002.0,732.0,373.0,2.0,566.0,499.0,72.0,4.0,5.0,2.0,2228.0,635.0,743.0,46.1
|
||||||
Hellas Verona,31.0,50.6,38.0,418.0,3420.0,63.0,44.0,7.0,8.0,100.0,7.0,1.66,1.16,2.82,1.47,2.63,57.6,51.3,1.52,1.35,38.0,38.0,3420.0,59.0,1.55,159.0,101.0,64.8,14.0,11.0,13.0,4.0,10.5,4.0,3.0,1.0,0.0,38.0,2.0,8.0,2.0,48.7,0.29,-8.3,-0.22,208.0,622.0,33.4,809.0,133.0,55.5,41.6,253.0,68.4,46.3,529.0,22.0,4.2,24.0,0.63,13.0,152.0,15.0,33.4,4.0,0.12,0.37,0.11,5.4,4.7,13047.0,17398.0,75.0,226861.0,89360.0,6087.0,7199.0,84.6,5057.0,6178.0,81.9,1410.0,2728.0,51.7,333.0,1046.0,350.0,71.0,1121.0,15513.0,1788.0,467.0,36.0,101.0,593.0,166.0,75.0,43.0,0.0,777.0,97.0,347.0,794.0,20.89,599.0,63.0,34.0,42.0,32.0,106.0,2.79,88.0,3.0,5.0,4.0,5.0,1.0,534.0,308.0,248.0,214.0,72.0,238.0,557.0,42.7,319.0,414.0,107.0,307.0,392.0,779.0,9.0,21609.0,2173.0,6466.0,10020.0,5375.0,860.0,21601.0,313.0,590.0,53.1,12835.0,683.0,383.0,5.0,560.0,429.0,97.0,6.0,4.0,2.0,2413.0,689.0,733.0,48.5
|
Hellas Verona,31.0,50.6,38.0,418.0,3420.0,63.0,44.0,7.0,8.0,100.0,7.0,1.66,1.16,2.82,1.47,2.63,57.6,51.3,1.52,1.35,38.0,38.0,3420.0,59.0,1.55,159.0,101.0,64.8,14.0,11.0,13.0,4.0,10.5,4.0,3.0,1.0,0.0,38.0,2.0,8.0,2.0,48.7,0.29,-8.3,-0.22,208.0,622.0,33.4,809.0,133.0,55.5,41.6,253.0,68.4,46.3,529.0,22.0,4.2,24.0,0.63,13.0,152.0,15.0,33.4,4.0,0.12,0.37,0.11,5.4,4.7,13047.0,17398.0,75.0,226861.0,89360.0,6087.0,7199.0,84.6,5057.0,6178.0,81.9,1410.0,2728.0,51.7,333.0,1046.0,350.0,71.0,1121.0,15513.0,1788.0,467.0,36.0,101.0,593.0,166.0,75.0,43.0,0.0,777.0,97.0,347.0,794.0,20.89,605.0,64.0,35.0,42.0,32.0,106.0,2.79,89.0,3.0,5.0,4.0,5.0,0.0,534.0,308.0,248.0,214.0,72.0,238.0,557.0,42.7,319.0,414.0,107.0,307.0,392.0,779.0,9.0,21609.0,2173.0,6466.0,10020.0,5375.0,860.0,21601.0,313.0,590.0,53.1,12835.0,683.0,383.0,5.0,560.0,429.0,97.0,6.0,4.0,2.0,2413.0,689.0,733.0,48.5
|
||||||
Inter,27.0,56.5,38.0,418.0,3420.0,83.0,57.0,7.0,11.0,71.0,0.0,2.18,1.5,3.68,2.0,3.5,88.4,80.5,2.33,2.12,38.0,38.0,3420.0,32.0,0.84,127.0,96.0,78.0,25.0,9.0,4.0,15.0,39.5,4.0,4.0,0.0,0.0,38.0,0.0,3.0,1.0,34.8,0.25,3.8,0.1,143.0,309.0,46.3,1137.0,178.0,24.5,28.2,146.0,20.5,26.6,397.0,15.0,3.8,11.0,0.29,11.3,239.0,13.0,35.8,6.29,0.11,0.32,0.12,-5.4,-4.5,18367.0,21832.0,84.1,329949.0,112128.0,8090.0,8994.0,89.9,7784.0,8750.0,89.0,2046.0,3033.0,67.5,503.0,1453.0,451.0,128.0,1305.0,20151.0,1624.0,448.0,54.0,207.0,809.0,252.0,73.0,141.0,2.0,630.0,57.0,339.0,1173.0,30.87,870.0,103.0,43.0,92.0,36.0,146.0,3.84,111.0,12.0,4.0,14.0,5.0,0.0,588.0,332.0,265.0,240.0,83.0,247.0,545.0,45.3,298.0,360.0,110.0,250.0,332.0,485.0,11.0,25529.0,2563.0,8069.0,11192.0,6499.0,1172.0,25518.0,255.0,471.0,54.1,18081.0,544.0,245.0,0.0,466.0,412.0,57.0,7.0,4.0,1.0,2004.0,549.0,476.0,53.6
|
Inter,27.0,56.5,38.0,418.0,3420.0,83.0,57.0,7.0,11.0,71.0,0.0,2.18,1.5,3.68,2.0,3.5,88.4,80.5,2.33,2.12,38.0,38.0,3420.0,32.0,0.84,127.0,96.0,78.0,25.0,9.0,4.0,15.0,39.5,4.0,4.0,0.0,0.0,38.0,0.0,3.0,1.0,34.8,0.25,3.8,0.1,143.0,309.0,46.3,1137.0,178.0,24.5,28.2,146.0,20.5,26.6,397.0,15.0,3.8,11.0,0.29,11.3,239.0,13.0,35.8,6.29,0.11,0.32,0.12,-5.4,-4.5,18367.0,21832.0,84.1,329949.0,112120.0,8090.0,8994.0,89.9,7784.0,8750.0,89.0,2046.0,3033.0,67.5,503.0,1453.0,451.0,128.0,1305.0,20151.0,1624.0,448.0,54.0,207.0,809.0,252.0,73.0,141.0,2.0,630.0,57.0,339.0,1181.0,31.08,884.0,103.0,43.0,92.0,37.0,149.0,3.92,114.0,12.0,4.0,14.0,5.0,0.0,588.0,332.0,265.0,240.0,83.0,247.0,545.0,45.3,298.0,360.0,110.0,250.0,332.0,485.0,11.0,25529.0,2563.0,8069.0,11192.0,6499.0,1172.0,25518.0,255.0,471.0,54.1,18081.0,544.0,245.0,0.0,466.0,412.0,57.0,7.0,4.0,1.0,2004.0,549.0,476.0,53.6
|
||||||
Juventus,32.0,51.5,38.0,418.0,3420.0,56.0,37.0,5.0,6.0,77.0,2.0,1.47,0.97,2.45,1.34,2.32,57.3,52.6,1.51,1.38,38.0,38.0,3420.0,37.0,0.97,123.0,84.0,73.2,20.0,10.0,7.0,13.0,34.2,7.0,4.0,3.0,0.0,38.0,2.0,6.0,1.0,37.1,0.25,1.1,0.03,138.0,308.0,44.8,954.0,176.0,26.3,30.6,199.0,28.6,31.2,570.0,25.0,4.4,29.0,0.76,13.4,166.0,18.0,32.1,4.37,0.1,0.31,0.1,-1.3,-1.6,16459.0,19835.0,83.0,307159.0,106137.0,6680.0,7513.0,88.9,7417.0,8335.0,89.0,2015.0,3048.0,66.1,388.0,1266.0,305.0,79.0,1087.0,18065.0,1696.0,533.0,41.0,193.0,550.0,169.0,72.0,66.0,2.0,662.0,74.0,297.0,912.0,24.0,662.0,60.0,63.0,57.0,49.0,100.0,2.63,72.0,5.0,9.0,7.0,5.0,2.0,555.0,316.0,260.0,217.0,78.0,236.0,529.0,44.6,293.0,392.0,134.0,258.0,332.0,677.0,9.0,23769.0,2489.0,7776.0,11002.0,5243.0,875.0,23762.0,367.0,637.0,57.6,16253.0,607.0,312.0,1.0,508.0,503.0,74.0,5.0,7.0,1.0,2008.0,550.0,440.0,55.6
|
Juventus,32.0,51.5,38.0,418.0,3420.0,56.0,37.0,5.0,6.0,77.0,2.0,1.47,0.97,2.45,1.34,2.32,57.3,52.6,1.51,1.38,38.0,38.0,3420.0,37.0,0.97,123.0,84.0,73.2,20.0,10.0,7.0,13.0,34.2,7.0,4.0,3.0,0.0,38.0,2.0,6.0,1.0,37.1,0.25,1.1,0.03,138.0,308.0,44.8,954.0,176.0,26.3,30.6,199.0,28.6,31.2,570.0,25.0,4.4,29.0,0.76,13.4,166.0,18.0,32.1,4.37,0.1,0.31,0.1,-1.3,-1.6,16459.0,19835.0,83.0,307159.0,106119.0,6680.0,7513.0,88.9,7417.0,8335.0,89.0,2015.0,3048.0,66.1,388.0,1266.0,305.0,79.0,1087.0,18065.0,1696.0,533.0,41.0,193.0,550.0,169.0,72.0,66.0,2.0,662.0,74.0,297.0,915.0,24.08,675.0,60.0,63.0,57.0,49.0,99.0,2.61,73.0,5.0,9.0,7.0,5.0,0.0,555.0,316.0,260.0,217.0,78.0,236.0,529.0,44.6,293.0,392.0,134.0,258.0,332.0,677.0,9.0,23769.0,2489.0,7776.0,11002.0,5243.0,875.0,23762.0,367.0,637.0,57.6,16253.0,607.0,312.0,1.0,508.0,503.0,74.0,5.0,7.0,1.0,2008.0,550.0,440.0,55.6
|
||||||
Lazio,27.0,55.4,38.0,418.0,3420.0,74.0,48.0,7.0,9.0,88.0,5.0,1.95,1.26,3.21,1.76,3.03,60.2,53.2,1.58,1.4,38.0,38.0,3420.0,58.0,1.53,146.0,89.0,63.7,18.0,10.0,10.0,9.0,23.7,6.0,5.0,0.0,1.0,38.0,1.0,5.0,1.0,52.2,0.33,-4.8,-0.13,145.0,294.0,49.3,1047.0,165.0,23.0,29.1,218.0,24.3,26.5,469.0,21.0,4.5,26.0,0.68,14.3,185.0,14.0,41.6,4.87,0.15,0.36,0.12,13.8,13.8,19632.0,23041.0,85.2,320294.0,109225.0,9873.0,10872.0,90.8,7249.0,8150.0,88.9,1711.0,2620.0,65.3,346.0,1399.0,309.0,53.0,1063.0,21310.0,1687.0,520.0,54.0,137.0,574.0,176.0,74.0,71.0,0.0,663.0,44.0,296.0,805.0,21.18,599.0,55.0,40.0,42.0,41.0,129.0,3.39,80.0,11.0,12.0,12.0,9.0,5.0,578.0,339.0,246.0,255.0,77.0,238.0,621.0,38.3,383.0,416.0,144.0,272.0,315.0,565.0,10.0,26713.0,2493.0,8028.0,13267.0,5670.0,794.0,26704.0,334.0,610.0,54.8,19417.0,555.0,273.0,3.0,441.0,450.0,44.0,6.0,6.0,1.0,1941.0,411.0,427.0,49.0
|
Lazio,27.0,55.4,38.0,418.0,3420.0,74.0,48.0,7.0,9.0,88.0,5.0,1.95,1.26,3.21,1.76,3.03,60.2,53.2,1.58,1.4,38.0,38.0,3420.0,58.0,1.53,146.0,89.0,63.7,18.0,10.0,10.0,9.0,23.7,6.0,5.0,0.0,1.0,38.0,1.0,5.0,1.0,52.2,0.33,-4.8,-0.13,145.0,294.0,49.3,1047.0,165.0,23.0,29.1,218.0,24.3,26.5,469.0,21.0,4.5,26.0,0.68,14.3,185.0,14.0,41.6,4.87,0.15,0.36,0.12,13.8,13.8,19632.0,23041.0,85.2,320297.0,109254.0,9873.0,10872.0,90.8,7249.0,8150.0,88.9,1711.0,2620.0,65.3,346.0,1399.0,309.0,53.0,1063.0,21310.0,1687.0,520.0,54.0,137.0,574.0,176.0,74.0,71.0,0.0,663.0,44.0,296.0,798.0,21.0,610.0,55.0,40.0,42.0,41.0,128.0,3.37,82.0,11.0,12.0,12.0,9.0,2.0,578.0,339.0,246.0,255.0,77.0,238.0,621.0,38.3,383.0,416.0,144.0,272.0,315.0,565.0,10.0,26713.0,2493.0,8028.0,13267.0,5670.0,794.0,26704.0,334.0,610.0,54.8,19417.0,555.0,273.0,3.0,441.0,450.0,44.0,6.0,6.0,1.0,1941.0,411.0,427.0,49.0
|
||||||
Milan,28.0,54.0,38.0,418.0,3420.0,66.0,39.0,5.0,8.0,76.0,3.0,1.74,1.03,2.76,1.61,2.63,68.2,62.6,1.79,1.65,38.0,38.0,3420.0,31.0,0.82,125.0,95.0,78.4,26.0,8.0,4.0,18.0,47.4,5.0,4.0,1.0,0.0,38.0,0.0,5.0,2.0,33.2,0.23,4.2,0.11,190.0,448.0,42.4,1173.0,178.0,32.1,33.1,185.0,38.4,36.2,429.0,31.0,7.2,48.0,1.26,16.1,187.0,23.0,31.6,4.92,0.1,0.33,0.11,-2.2,-1.6,15719.0,19320.0,81.4,283819.0,100437.0,6814.0,7777.0,87.6,6719.0,7647.0,87.9,1787.0,2874.0,62.2,436.0,1202.0,371.0,95.0,1147.0,17512.0,1728.0,564.0,45.0,122.0,672.0,195.0,61.0,86.0,0.0,653.0,80.0,297.0,1026.0,27.0,707.0,75.0,70.0,85.0,58.0,105.0,2.76,75.0,2.0,7.0,14.0,5.0,2.0,697.0,421.0,304.0,288.0,105.0,281.0,583.0,48.2,302.0,371.0,110.0,261.0,355.0,477.0,12.0,23360.0,2061.0,6810.0,10882.0,5979.0,977.0,23352.0,456.0,779.0,58.5,15462.0,627.0,312.0,1.0,465.0,513.0,80.0,5.0,5.0,2.0,2167.0,521.0,517.0,50.2
|
Milan,28.0,54.0,38.0,418.0,3420.0,66.0,39.0,5.0,8.0,76.0,3.0,1.74,1.03,2.76,1.61,2.63,68.2,62.6,1.79,1.65,38.0,38.0,3420.0,31.0,0.82,125.0,95.0,78.4,26.0,8.0,4.0,18.0,47.4,5.0,4.0,1.0,0.0,38.0,0.0,5.0,2.0,33.2,0.23,4.2,0.11,190.0,448.0,42.4,1173.0,178.0,32.1,33.1,185.0,38.4,36.2,429.0,31.0,7.2,48.0,1.26,16.1,187.0,23.0,31.6,4.92,0.1,0.33,0.11,-2.2,-1.6,15719.0,19320.0,81.4,283819.0,100444.0,6814.0,7777.0,87.6,6719.0,7647.0,87.9,1787.0,2874.0,62.2,436.0,1202.0,371.0,95.0,1147.0,17512.0,1728.0,564.0,45.0,122.0,672.0,195.0,61.0,86.0,0.0,653.0,80.0,297.0,1024.0,26.95,717.0,75.0,70.0,85.0,58.0,105.0,2.76,75.0,2.0,7.0,14.0,5.0,2.0,697.0,421.0,304.0,288.0,105.0,281.0,583.0,48.2,302.0,371.0,110.0,261.0,355.0,477.0,12.0,23360.0,2061.0,6810.0,10882.0,5979.0,977.0,23352.0,456.0,779.0,58.5,15462.0,627.0,312.0,1.0,465.0,513.0,80.0,5.0,5.0,2.0,2167.0,521.0,517.0,50.2
|
||||||
Napoli,27.0,58.3,38.0,418.0,3420.0,74.0,46.0,10.0,14.0,63.0,2.0,1.95,1.21,3.16,1.68,2.89,66.3,55.9,1.75,1.47,38.0,38.0,3420.0,31.0,0.82,136.0,106.0,77.9,23.0,7.0,7.0,16.0,42.1,1.0,1.0,0.0,0.0,38.0,0.0,3.0,1.0,34.1,0.25,4.1,0.11,86.0,222.0,38.7,1003.0,170.0,19.3,28.0,171.0,16.4,23.4,443.0,21.0,4.7,36.0,0.95,16.7,186.0,25.0,32.9,4.89,0.11,0.34,0.1,7.7,8.1,19572.0,22921.0,85.4,313472.0,105525.0,10332.0,11215.0,92.1,6928.0,7820.0,88.6,1611.0,2509.0,64.2,450.0,1389.0,366.0,57.0,1169.0,21114.0,1740.0,536.0,45.0,199.0,553.0,197.0,85.0,51.0,0.0,693.0,67.0,337.0,1026.0,27.0,770.0,63.0,56.0,53.0,48.0,126.0,3.32,88.0,9.0,3.0,11.0,10.0,5.0,550.0,327.0,246.0,227.0,77.0,268.0,617.0,43.4,349.0,371.0,108.0,263.0,296.0,510.0,8.0,26424.0,2261.0,7378.0,12962.0,6320.0,960.0,26411.0,357.0,595.0,60.0,19354.0,525.0,294.0,0.0,460.0,482.0,67.0,9.0,1.0,1.0,1981.0,393.0,403.0,49.4
|
Napoli,27.0,58.3,38.0,418.0,3420.0,74.0,46.0,10.0,14.0,63.0,2.0,1.95,1.21,3.16,1.68,2.89,66.3,55.9,1.75,1.47,38.0,38.0,3420.0,31.0,0.82,136.0,106.0,77.9,23.0,7.0,7.0,16.0,42.1,1.0,1.0,0.0,0.0,38.0,0.0,3.0,1.0,34.1,0.25,4.1,0.11,86.0,222.0,38.7,1003.0,170.0,19.3,28.0,171.0,16.4,23.4,443.0,21.0,4.7,36.0,0.95,16.7,186.0,25.0,32.9,4.89,0.11,0.34,0.1,7.7,8.1,19572.0,22921.0,85.4,313472.0,105507.0,10332.0,11215.0,92.1,6928.0,7820.0,88.6,1611.0,2509.0,64.2,450.0,1389.0,366.0,57.0,1168.0,21114.0,1740.0,536.0,45.0,199.0,553.0,197.0,85.0,51.0,0.0,693.0,67.0,337.0,1019.0,26.82,778.0,63.0,57.0,53.0,48.0,126.0,3.32,89.0,9.0,3.0,11.0,10.0,4.0,550.0,327.0,246.0,227.0,77.0,268.0,617.0,43.4,349.0,371.0,108.0,263.0,296.0,510.0,8.0,26435.0,2263.0,7382.0,12965.0,6322.0,961.0,26422.0,357.0,595.0,60.0,19356.0,525.0,294.0,0.0,460.0,482.0,67.0,9.0,1.0,1.0,1981.0,393.0,403.0,49.4
|
||||||
Roma,29.0,51.4,38.0,418.0,3420.0,58.0,31.0,7.0,9.0,111.0,8.0,1.53,0.82,2.34,1.34,2.16,70.3,63.3,1.85,1.67,38.0,38.0,3420.0,43.0,1.13,146.0,104.0,74.0,18.0,9.0,11.0,15.0,39.5,6.0,5.0,1.0,0.0,38.0,2.0,5.0,2.0,42.2,0.25,1.2,0.03,174.0,393.0,44.3,854.0,141.0,37.7,34.2,222.0,32.0,31.5,393.0,12.0,3.1,26.0,0.68,14.3,184.0,21.0,31.1,4.84,0.09,0.28,0.11,-12.3,-12.3,15221.0,18828.0,80.8,286185.0,100429.0,6118.0,7018.0,87.2,6937.0,7898.0,87.8,1874.0,3044.0,61.6,434.0,1200.0,332.0,70.0,1200.0,16921.0,1847.0,548.0,45.0,136.0,735.0,238.0,130.0,95.0,0.0,748.0,60.0,292.0,1030.0,27.11,684.0,110.0,58.0,93.0,56.0,93.0,2.45,52.0,9.0,9.0,13.0,9.0,1.0,613.0,362.0,282.0,253.0,78.0,283.0,622.0,45.5,339.0,383.0,82.0,301.0,385.0,552.0,9.0,22758.0,2040.0,7023.0,10707.0,5283.0,936.0,22749.0,331.0,631.0,52.5,15009.0,615.0,287.0,6.0,500.0,474.0,60.0,5.0,6.0,2.0,1980.0,524.0,441.0,54.3
|
Roma,29.0,51.4,38.0,418.0,3420.0,58.0,31.0,7.0,9.0,111.0,8.0,1.53,0.82,2.34,1.34,2.16,70.3,63.3,1.85,1.67,38.0,38.0,3420.0,43.0,1.13,146.0,104.0,74.0,18.0,9.0,11.0,15.0,39.5,6.0,5.0,1.0,0.0,38.0,2.0,5.0,2.0,42.2,0.25,1.2,0.03,174.0,393.0,44.3,854.0,141.0,37.7,34.2,222.0,32.0,31.5,393.0,12.0,3.1,26.0,0.68,14.3,184.0,21.0,31.1,4.84,0.09,0.28,0.11,-12.3,-12.3,15221.0,18828.0,80.8,286185.0,100427.0,6118.0,7018.0,87.2,6937.0,7898.0,87.8,1874.0,3044.0,61.6,434.0,1200.0,332.0,70.0,1200.0,16921.0,1847.0,548.0,45.0,136.0,735.0,238.0,130.0,95.0,0.0,748.0,60.0,292.0,1028.0,27.05,693.0,110.0,60.0,93.0,56.0,94.0,2.47,54.0,9.0,9.0,13.0,9.0,0.0,613.0,362.0,282.0,253.0,78.0,283.0,622.0,45.5,339.0,383.0,82.0,301.0,385.0,552.0,9.0,22758.0,2039.0,7022.0,10705.0,5285.0,936.0,22749.0,331.0,631.0,52.5,15010.0,615.0,287.0,6.0,500.0,474.0,60.0,5.0,6.0,2.0,1980.0,524.0,441.0,54.3
|
||||||
Salernitana,42.0,41.2,38.0,418.0,3420.0,32.0,19.0,4.0,5.0,94.0,5.0,0.84,0.5,1.34,0.74,1.24,42.2,38.6,1.11,1.02,38.0,38.0,3420.0,78.0,2.05,221.0,144.0,67.4,5.0,10.0,21.0,2.0,5.3,8.0,6.0,1.0,1.0,38.0,0.0,6.0,2.0,68.1,0.28,-7.9,-0.21,324.0,676.0,47.9,844.0,125.0,53.3,40.1,324.0,69.8,48.5,580.0,22.0,3.8,27.0,0.71,14.1,130.0,20.0,30.5,3.42,0.07,0.22,0.09,-10.2,-10.6,10679.0,14460.0,73.9,195781.0,85345.0,4825.0,5744.0,84.0,4093.0,5155.0,79.4,1387.0,2552.0,54.3,305.0,841.0,222.0,99.0,750.0,12520.0,1899.0,576.0,12.0,90.0,698.0,185.0,56.0,111.0,1.0,695.0,41.0,320.0,736.0,19.37,489.0,84.0,34.0,54.0,54.0,60.0,1.58,33.0,6.0,3.0,8.0,7.0,3.0,541.0,321.0,274.0,208.0,59.0,277.0,579.0,47.8,302.0,394.0,146.0,248.0,353.0,777.0,3.0,18535.0,2351.0,6219.0,8206.0,4354.0,674.0,18530.0,314.0,586.0,53.6,10517.0,616.0,330.0,3.0,494.0,522.0,41.0,4.0,8.0,2.0,1849.0,657.0,506.0,56.5
|
Salernitana,42.0,41.2,38.0,418.0,3420.0,32.0,19.0,4.0,5.0,94.0,5.0,0.84,0.5,1.34,0.74,1.24,42.2,38.6,1.11,1.02,38.0,38.0,3420.0,78.0,2.05,221.0,144.0,67.4,5.0,10.0,21.0,2.0,5.3,8.0,6.0,1.0,1.0,38.0,0.0,6.0,2.0,68.1,0.28,-7.9,-0.21,324.0,676.0,47.9,844.0,125.0,53.3,40.1,324.0,69.8,48.5,580.0,22.0,3.8,27.0,0.71,14.1,130.0,20.0,30.5,3.42,0.07,0.22,0.09,-10.2,-10.6,10679.0,14460.0,73.9,195781.0,85345.0,4825.0,5744.0,84.0,4093.0,5155.0,79.4,1387.0,2552.0,54.3,305.0,841.0,222.0,99.0,750.0,12520.0,1899.0,576.0,12.0,90.0,698.0,185.0,56.0,111.0,1.0,695.0,41.0,320.0,736.0,19.37,500.0,85.0,35.0,54.0,54.0,58.0,1.53,33.0,7.0,3.0,8.0,7.0,0.0,541.0,321.0,274.0,208.0,59.0,277.0,579.0,47.8,302.0,394.0,146.0,248.0,353.0,777.0,3.0,18535.0,2351.0,6219.0,8206.0,4354.0,674.0,18530.0,314.0,586.0,53.6,10517.0,616.0,330.0,3.0,494.0,522.0,41.0,4.0,8.0,2.0,1849.0,657.0,506.0,56.5
|
||||||
Sampdoria,34.0,46.1,38.0,418.0,3420.0,42.0,29.0,2.0,4.0,94.0,4.0,1.11,0.76,1.87,1.05,1.82,41.2,37.9,1.09,1.0,38.0,38.0,3420.0,63.0,1.66,185.0,123.0,67.6,9.0,6.0,21.0,7.0,18.4,4.0,3.0,1.0,0.0,38.0,1.0,4.0,2.0,55.8,0.28,-5.2,-0.14,268.0,626.0,42.8,1072.0,162.0,39.9,35.5,288.0,68.8,47.0,583.0,29.0,5.0,27.0,0.71,12.8,118.0,12.0,30.6,3.11,0.1,0.34,0.1,0.8,2.1,12901.0,17022.0,75.8,235384.0,91604.0,5582.0,6565.0,85.0,5317.0,6436.0,82.6,1566.0,2904.0,53.9,295.0,921.0,266.0,89.0,934.0,15064.0,1876.0,582.0,35.0,151.0,645.0,143.0,33.0,73.0,0.0,726.0,82.0,339.0,683.0,17.97,491.0,65.0,33.0,41.0,35.0,69.0,1.82,45.0,6.0,3.0,7.0,5.0,3.0,562.0,327.0,277.0,217.0,68.0,288.0,629.0,45.8,341.0,383.0,134.0,249.0,442.0,723.0,11.0,20845.0,2664.0,7600.0,9107.0,4331.0,632.0,20842.0,228.0,422.0,54.0,12705.0,543.0,270.0,1.0,495.0,513.0,82.0,3.0,4.0,2.0,2044.0,609.0,506.0,54.6
|
Sampdoria,34.0,46.1,38.0,418.0,3420.0,42.0,29.0,2.0,4.0,94.0,4.0,1.11,0.76,1.87,1.05,1.82,41.2,37.9,1.09,1.0,38.0,38.0,3420.0,63.0,1.66,185.0,123.0,67.6,9.0,6.0,21.0,7.0,18.4,4.0,3.0,1.0,0.0,38.0,1.0,4.0,2.0,55.8,0.28,-5.2,-0.14,268.0,626.0,42.8,1072.0,162.0,39.9,35.5,288.0,68.8,47.0,583.0,29.0,5.0,27.0,0.71,12.8,118.0,12.0,30.6,3.11,0.1,0.34,0.1,0.8,2.1,12901.0,17022.0,75.8,235384.0,91604.0,5582.0,6565.0,85.0,5317.0,6436.0,82.6,1566.0,2904.0,53.9,295.0,921.0,266.0,89.0,934.0,15064.0,1876.0,582.0,35.0,151.0,645.0,143.0,33.0,73.0,0.0,726.0,82.0,339.0,680.0,17.89,494.0,67.0,33.0,41.0,35.0,69.0,1.82,47.0,6.0,3.0,7.0,5.0,1.0,562.0,327.0,277.0,217.0,68.0,288.0,629.0,45.8,341.0,383.0,134.0,249.0,442.0,723.0,11.0,20845.0,2664.0,7600.0,9107.0,4331.0,632.0,20842.0,228.0,422.0,54.0,12705.0,543.0,270.0,1.0,495.0,513.0,82.0,3.0,4.0,2.0,2044.0,609.0,506.0,54.6
|
||||||
Sassuolo,29.0,54.9,38.0,418.0,3420.0,60.0,39.0,7.0,7.0,92.0,4.0,1.58,1.03,2.61,1.39,2.42,62.0,56.6,1.63,1.49,38.0,38.0,3420.0,66.0,1.74,177.0,111.0,67.2,13.0,11.0,13.0,3.0,7.9,9.0,8.0,1.0,0.0,38.0,0.0,11.0,1.0,58.5,0.28,-6.5,-0.17,188.0,436.0,43.1,1245.0,178.0,28.7,30.8,255.0,31.0,28.4,500.0,22.0,4.4,30.0,0.79,13.2,204.0,14.0,35.9,5.37,0.09,0.26,0.1,-2.0,-3.6,17027.0,20327.0,83.8,290091.0,104126.0,8123.0,8959.0,90.7,6598.0,7443.0,88.6,1724.0,2681.0,64.3,431.0,1178.0,316.0,55.0,1162.0,18421.0,1863.0,629.0,59.0,179.0,541.0,198.0,96.0,62.0,1.0,612.0,43.0,315.0,1018.0,26.79,784.0,56.0,72.0,37.0,38.0,103.0,2.71,78.0,4.0,10.0,2.0,8.0,1.0,482.0,271.0,252.0,163.0,67.0,236.0,574.0,41.1,338.0,422.0,127.0,295.0,314.0,664.0,19.0,24243.0,2658.0,8119.0,11128.0,5259.0,786.0,24236.0,403.0,678.0,59.4,16785.0,601.0,386.0,2.0,461.0,479.0,43.0,6.0,9.0,1.0,1926.0,343.0,404.0,45.9
|
Sassuolo,29.0,54.9,38.0,418.0,3420.0,60.0,39.0,7.0,7.0,92.0,4.0,1.58,1.03,2.61,1.39,2.42,62.0,56.6,1.63,1.49,38.0,38.0,3420.0,66.0,1.74,177.0,111.0,67.2,13.0,11.0,13.0,3.0,7.9,9.0,8.0,1.0,0.0,38.0,0.0,11.0,1.0,58.5,0.28,-6.5,-0.17,188.0,436.0,43.1,1245.0,178.0,28.7,30.8,255.0,31.0,28.4,500.0,22.0,4.4,30.0,0.79,13.2,204.0,14.0,35.9,5.37,0.09,0.26,0.1,-2.0,-3.6,17027.0,20327.0,83.8,290090.0,104109.0,8123.0,8959.0,90.7,6598.0,7443.0,88.6,1724.0,2681.0,64.3,431.0,1178.0,316.0,55.0,1162.0,18421.0,1863.0,629.0,59.0,179.0,541.0,198.0,96.0,62.0,1.0,612.0,43.0,315.0,1010.0,26.58,795.0,56.0,72.0,37.0,38.0,104.0,2.74,80.0,4.0,10.0,2.0,8.0,0.0,482.0,271.0,252.0,163.0,67.0,236.0,574.0,41.1,338.0,422.0,127.0,295.0,314.0,664.0,19.0,24244.0,2658.0,8120.0,11128.0,5260.0,786.0,24237.0,403.0,678.0,59.4,16785.0,601.0,386.0,2.0,461.0,479.0,43.0,6.0,9.0,1.0,1926.0,343.0,404.0,45.9
|
||||||
Spezia,30.0,42.7,38.0,418.0,3420.0,38.0,25.0,3.0,5.0,88.0,4.0,1.0,0.66,1.66,0.92,1.58,42.3,38.5,1.11,1.01,38.0,38.0,3420.0,71.0,1.87,208.0,139.0,70.7,10.0,6.0,21.0,7.0,18.4,13.0,10.0,1.0,2.0,38.0,3.0,7.0,3.0,60.8,0.24,-7.2,-0.19,227.0,689.0,32.9,1147.0,177.0,44.4,38.6,285.0,63.2,48.8,575.0,30.0,5.2,33.0,0.87,12.5,127.0,17.0,33.3,3.34,0.09,0.28,0.1,-4.3,-3.5,11650.0,15503.0,75.1,210448.0,83595.0,5218.0,6112.0,85.4,4666.0,5591.0,83.5,1421.0,2833.0,50.2,280.0,827.0,209.0,60.0,745.0,13609.0,1817.0,509.0,32.0,92.0,534.0,152.0,76.0,58.0,2.0,731.0,77.0,318.0,668.0,17.58,457.0,59.0,44.0,40.0,38.0,63.0,1.66,38.0,4.0,3.0,9.0,3.0,6.0,580.0,343.0,301.0,205.0,74.0,266.0,585.0,45.5,319.0,465.0,176.0,289.0,372.0,736.0,8.0,19562.0,2655.0,7650.0,8022.0,4121.0,581.0,19557.0,292.0,546.0,53.5,11427.0,649.0,353.0,1.0,508.0,439.0,77.0,4.0,13.0,3.0,1994.0,530.0,589.0,47.4
|
Spezia,30.0,42.7,38.0,418.0,3420.0,38.0,25.0,3.0,5.0,88.0,4.0,1.0,0.66,1.66,0.92,1.58,42.3,38.5,1.11,1.01,38.0,38.0,3420.0,71.0,1.87,208.0,139.0,70.7,10.0,6.0,21.0,7.0,18.4,13.0,10.0,1.0,2.0,38.0,3.0,7.0,3.0,60.8,0.24,-7.2,-0.19,227.0,689.0,32.9,1147.0,177.0,44.4,38.6,285.0,63.2,48.8,575.0,30.0,5.2,33.0,0.87,12.5,127.0,17.0,33.3,3.34,0.09,0.28,0.1,-4.3,-3.5,11650.0,15503.0,75.1,210448.0,83575.0,5218.0,6112.0,85.4,4666.0,5591.0,83.5,1421.0,2833.0,50.2,280.0,827.0,209.0,60.0,745.0,13609.0,1817.0,509.0,32.0,92.0,534.0,152.0,76.0,58.0,2.0,731.0,77.0,318.0,664.0,17.47,469.0,59.0,45.0,40.0,38.0,61.0,1.61,39.0,4.0,3.0,9.0,3.0,3.0,580.0,343.0,301.0,205.0,74.0,266.0,585.0,45.5,319.0,465.0,176.0,289.0,372.0,736.0,8.0,19570.0,2655.0,7649.0,8026.0,4124.0,582.0,19565.0,292.0,546.0,53.5,11430.0,649.0,353.0,1.0,508.0,439.0,77.0,4.0,13.0,3.0,1994.0,530.0,589.0,47.4
|
||||||
Torino,31.0,53.3,38.0,418.0,3420.0,43.0,27.0,6.0,6.0,89.0,3.0,1.13,0.71,1.84,0.97,1.68,53.1,48.5,1.4,1.28,38.0,38.0,3420.0,41.0,1.08,124.0,81.0,74.2,13.0,11.0,14.0,9.0,23.7,11.0,9.0,2.0,0.0,38.0,2.0,4.0,0.0,37.1,0.21,-3.9,-0.1,251.0,871.0,28.8,1120.0,135.0,57.7,43.4,250.0,90.0,63.8,448.0,25.0,5.6,33.0,0.87,14.4,142.0,16.0,30.2,3.74,0.08,0.26,0.11,-10.1,-11.5,13943.0,18082.0,77.1,249442.0,87680.0,6255.0,7220.0,86.6,5904.0,6933.0,85.2,1434.0,2885.0,49.7,364.0,1153.0,271.0,95.0,910.0,16280.0,1718.0,519.0,28.0,118.0,663.0,168.0,80.0,55.0,0.0,699.0,84.0,331.0,825.0,21.71,576.0,92.0,34.0,61.0,42.0,72.0,1.89,48.0,3.0,6.0,9.0,5.0,1.0,531.0,314.0,223.0,234.0,74.0,228.0,440.0,51.8,212.0,375.0,108.0,267.0,423.0,651.0,4.0,22075.0,1989.0,6321.0,10339.0,5633.0,730.0,22069.0,295.0,512.0,57.6,13708.0,643.0,286.0,2.0,636.0,460.0,84.0,4.0,11.0,0.0,2113.0,781.0,891.0,46.7
|
Torino,31.0,53.3,38.0,418.0,3420.0,43.0,27.0,6.0,6.0,89.0,3.0,1.13,0.71,1.84,0.97,1.68,53.1,48.5,1.4,1.28,38.0,38.0,3420.0,41.0,1.08,124.0,81.0,74.2,13.0,11.0,14.0,9.0,23.7,11.0,9.0,2.0,0.0,38.0,2.0,4.0,0.0,37.1,0.21,-3.9,-0.1,251.0,871.0,28.8,1120.0,135.0,57.7,43.4,250.0,90.0,63.8,448.0,25.0,5.6,33.0,0.87,14.4,142.0,16.0,30.2,3.74,0.08,0.26,0.11,-10.1,-11.5,13943.0,18082.0,77.1,249442.0,87682.0,6255.0,7220.0,86.6,5904.0,6933.0,85.2,1434.0,2885.0,49.7,364.0,1153.0,271.0,95.0,911.0,16280.0,1718.0,519.0,28.0,118.0,663.0,168.0,80.0,55.0,0.0,699.0,84.0,331.0,827.0,21.76,588.0,92.0,35.0,61.0,42.0,74.0,1.95,50.0,3.0,6.0,9.0,5.0,1.0,531.0,314.0,223.0,234.0,74.0,228.0,440.0,51.8,212.0,375.0,108.0,267.0,423.0,651.0,4.0,22075.0,1989.0,6321.0,10339.0,5633.0,730.0,22069.0,295.0,512.0,57.6,13708.0,643.0,286.0,2.0,636.0,460.0,84.0,4.0,11.0,0.0,2113.0,781.0,891.0,46.7
|
||||||
Udinese,29.0,42.7,38.0,418.0,3420.0,58.0,36.0,3.0,4.0,95.0,6.0,1.53,0.95,2.47,1.45,2.39,58.2,55.1,1.53,1.45,38.0,38.0,3420.0,58.0,1.53,162.0,105.0,67.3,11.0,14.0,13.0,8.0,21.1,7.0,5.0,0.0,2.0,38.0,0.0,4.0,1.0,52.5,0.29,-4.5,-0.12,179.0,472.0,37.9,766.0,125.0,44.8,35.9,274.0,47.1,38.6,518.0,17.0,3.3,12.0,0.32,11.3,181.0,19.0,35.8,4.76,0.11,0.3,0.11,-0.2,-0.1,11650.0,15251.0,76.4,201058.0,80592.0,5511.0,6357.0,86.7,4617.0,5570.0,82.9,1128.0,2322.0,48.6,375.0,905.0,280.0,54.0,872.0,13384.0,1789.0,523.0,37.0,80.0,519.0,187.0,64.0,75.0,1.0,688.0,78.0,297.0,857.0,22.55,572.0,88.0,57.0,68.0,51.0,92.0,2.42,53.0,8.0,8.0,13.0,8.0,2.0,622.0,350.0,282.0,271.0,69.0,284.0,643.0,44.2,359.0,432.0,122.0,310.0,351.0,671.0,12.0,19463.0,2297.0,6561.0,8377.0,4780.0,839.0,19459.0,363.0,680.0,53.4,11455.0,653.0,334.0,3.0,564.0,461.0,78.0,4.0,7.0,1.0,2027.0,453.0,534.0,45.9
|
Udinese,29.0,42.7,38.0,418.0,3420.0,58.0,36.0,3.0,4.0,95.0,6.0,1.53,0.95,2.47,1.45,2.39,58.2,55.1,1.53,1.45,38.0,38.0,3420.0,58.0,1.53,162.0,105.0,67.3,11.0,14.0,13.0,8.0,21.1,7.0,5.0,0.0,2.0,38.0,0.0,4.0,1.0,52.5,0.29,-4.5,-0.12,179.0,472.0,37.9,766.0,125.0,44.8,35.9,274.0,47.1,38.6,518.0,17.0,3.3,12.0,0.32,11.3,181.0,19.0,35.8,4.76,0.11,0.3,0.11,-0.2,-0.1,11650.0,15251.0,76.4,201058.0,80592.0,5511.0,6357.0,86.7,4617.0,5570.0,82.9,1128.0,2322.0,48.6,375.0,905.0,280.0,54.0,872.0,13384.0,1789.0,523.0,37.0,80.0,519.0,187.0,64.0,75.0,1.0,688.0,78.0,297.0,859.0,22.61,581.0,88.0,58.0,68.0,51.0,92.0,2.42,54.0,8.0,8.0,13.0,8.0,1.0,622.0,350.0,282.0,271.0,69.0,284.0,643.0,44.2,359.0,432.0,122.0,310.0,351.0,671.0,12.0,19463.0,2297.0,6561.0,8377.0,4780.0,839.0,19459.0,363.0,680.0,53.4,11455.0,653.0,334.0,3.0,564.0,461.0,78.0,4.0,7.0,1.0,2027.0,453.0,534.0,45.9
|
||||||
Venezia,39.0,42.3,38.0,418.0,3420.0,34.0,23.0,3.0,5.0,110.0,9.0,0.89,0.61,1.5,0.82,1.42,40.1,36.0,1.05,0.95,38.0,38.0,3420.0,69.0,1.82,228.0,161.0,74.6,5.0,9.0,23.0,4.0,10.5,12.0,11.0,0.0,1.0,38.0,0.0,5.0,2.0,68.0,0.26,1.0,0.03,182.0,516.0,35.3,977.0,213.0,38.9,34.5,329.0,41.3,36.3,640.0,22.0,3.4,24.0,0.63,11.5,113.0,22.0,32.4,2.97,0.09,0.27,0.11,-6.1,-5.0,11575.0,15320.0,75.6,214514.0,84874.0,4947.0,5783.0,85.5,4826.0,5800.0,83.2,1487.0,2780.0,53.5,250.0,802.0,215.0,77.0,789.0,13487.0,1772.0,493.0,27.0,113.0,585.0,123.0,57.0,54.0,0.0,714.0,61.0,335.0,615.0,16.18,428.0,55.0,30.0,30.0,46.0,59.0,1.55,41.0,4.0,1.0,5.0,6.0,2.0,613.0,352.0,325.0,217.0,71.0,273.0,626.0,43.6,353.0,495.0,202.0,293.0,388.0,865.0,13.0,19554.0,2980.0,8129.0,7767.0,3885.0,543.0,19550.0,300.0,577.0,52.0,11389.0,609.0,313.0,2.0,522.0,457.0,61.0,5.0,12.0,2.0,1942.0,564.0,583.0,49.2
|
Venezia,39.0,42.3,38.0,418.0,3420.0,34.0,23.0,3.0,5.0,110.0,9.0,0.89,0.61,1.5,0.82,1.42,40.1,36.0,1.05,0.95,38.0,38.0,3420.0,69.0,1.82,228.0,161.0,74.6,5.0,9.0,23.0,4.0,10.5,12.0,11.0,0.0,1.0,38.0,0.0,5.0,2.0,68.0,0.26,1.0,0.03,182.0,516.0,35.3,977.0,213.0,38.9,34.5,329.0,41.3,36.3,640.0,22.0,3.4,24.0,0.63,11.5,113.0,22.0,32.4,2.97,0.09,0.27,0.11,-6.1,-5.0,11575.0,15320.0,75.6,214514.0,84877.0,4947.0,5783.0,85.5,4826.0,5800.0,83.2,1487.0,2780.0,53.5,250.0,802.0,215.0,77.0,789.0,13487.0,1772.0,493.0,27.0,113.0,585.0,123.0,57.0,54.0,0.0,714.0,61.0,335.0,616.0,16.21,440.0,56.0,30.0,30.0,46.0,57.0,1.5,41.0,4.0,1.0,5.0,6.0,0.0,613.0,352.0,325.0,217.0,71.0,273.0,626.0,43.6,353.0,495.0,202.0,293.0,388.0,865.0,13.0,19556.0,2980.0,8131.0,7767.0,3885.0,543.0,19552.0,300.0,577.0,52.0,11390.0,609.0,313.0,2.0,522.0,457.0,61.0,5.0,12.0,2.0,1942.0,564.0,583.0,49.2
|
||||||
|
|||||||
|
+20
-20
@@ -1,21 +1,21 @@
|
|||||||
team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_dribbles,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_dribbles,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,dribble_tackles,dribbles_vs,dribble_tackles_pct,dribbled_past,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,dribbles_completed,dribbles,dribbles_completed_pct,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
|
team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_dribbles,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_dribbles,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,dribble_tackles,dribbles_vs,dribble_tackles_pct,dribbled_past,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,dribbles_completed,dribbles,dribbles_completed_pct,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
|
||||||
Atalanta,23.0,46.4,14.0,154.0,1260.0,19.0,14.0,4.0,5.0,43.0,1.0,1.36,1.0,2.36,1.07,2.07,22.4,18.5,1.6,1.32,14.0,14.0,1260.0,12.0,0.86,50.0,38.0,76.0,7.0,3.0,3.0,6.0,42.9,0.0,0.0,0.0,0.0,14.0,1.0,3.0,0.0,12.3,0.25,0.3,0.02,88.0,199.0,44.2,380.0,103.0,31.3,32.3,110.0,72.7,51.5,175.0,9.0,5.1,18.0,1.29,17.8,53.0,5.0,32.5,3.79,0.09,0.28,0.12,-3.4,-3.5,4822.0,6319.0,76.3,87263.0,35083.0,2209.0,2571.0,85.9,1883.0,2290.0,82.2,587.0,1081.0,54.3,138.0,348.0,140.0,26.0,404.0,5598.0,698.0,157.0,22.0,80.0,196.0,54.0,23.0,16.0,0.0,319.0,23.0,110.0,302.0,21.57,229.0,23.0,12.0,16.0,16.0,34.0,2.43,24.0,2.0,0.0,3.0,5.0,0.0,247.0,140.0,109.0,109.0,29.0,128.0,236.0,54.2,108.0,160.0,35.0,125.0,155.0,231.0,5.0,7857.0,907.0,2769.0,3187.0,1991.0,312.0,7852.0,81.0,225.0,36.0,4755.0,225.0,133.0,1.0,179.0,142.0,23.0,3.0,0.0,0.0,793.0,211.0,181.0,53.8
|
Atalanta,24.0,48.4,19.0,209.0,1710.0,36.0,25.0,6.0,8.0,51.0,1.0,1.89,1.32,3.21,1.58,2.89,30.7,24.3,1.62,1.28,19.0,19.0,1710.0,23.0,1.21,69.0,47.0,68.1,9.0,5.0,4.0,6.0,31.6,1.0,1.0,0.0,0.0,19.0,1.0,3.0,1.0,18.2,0.25,-3.8,-0.2,109.0,244.0,44.7,502.0,138.0,29.1,31.4,147.0,66.7,49.2,233.0,15.0,6.4,24.0,1.26,17.0,80.0,6.0,33.8,4.21,0.13,0.38,0.1,5.3,5.7,7096.0,9133.0,77.7,126171.0,49246.0,3245.0,3751.0,86.5,2837.0,3411.0,83.2,797.0,1439.0,55.4,200.0,534.0,194.0,40.0,586.0,8171.0,935.0,218.0,25.0,95.0,292.0,76.0,29.0,31.0,0.0,420.0,27.0,156.0,443.0,23.32,337.0,36.0,18.0,25.0,20.0,65.0,3.42,47.0,4.0,0.0,6.0,7.0,1.0,333.0,186.0,146.0,145.0,42.0,166.0,295.0,56.3,129.0,205.0,43.0,162.0,221.0,309.0,7.0,11218.0,1194.0,3758.0,4697.0,2876.0,448.0,11210.0,110.0,307.0,35.8,7018.0,307.0,194.0,1.0,231.0,196.0,27.0,6.0,1.0,1.0,1117.0,279.0,239.0,53.9
|
||||||
Bologna,23.0,51.1,14.0,154.0,1260.0,17.0,12.0,3.0,3.0,38.0,2.0,1.21,0.86,2.07,1.0,1.86,16.0,13.6,1.14,0.97,14.0,14.0,1260.0,25.0,1.79,68.0,45.0,67.6,4.0,4.0,6.0,1.0,7.1,3.0,3.0,0.0,0.0,14.0,1.0,4.0,2.0,21.0,0.27,-2.0,-0.14,62.0,162.0,38.3,408.0,81.0,31.1,32.1,104.0,33.7,31.2,203.0,10.0,4.9,13.0,0.93,14.0,48.0,6.0,30.4,3.43,0.09,0.29,0.09,1.0,0.4,5126.0,6545.0,78.3,91806.0,34743.0,2286.0,2602.0,87.9,2101.0,2463.0,85.3,580.0,1061.0,54.7,127.0,350.0,78.0,28.0,296.0,5813.0,705.0,196.0,25.0,66.0,212.0,57.0,26.0,21.0,0.0,300.0,27.0,158.0,293.0,20.93,217.0,26.0,13.0,12.0,17.0,29.0,2.07,19.0,2.0,1.0,3.0,3.0,1.0,222.0,133.0,120.0,78.0,24.0,94.0,178.0,52.8,84.0,156.0,59.0,97.0,123.0,258.0,3.0,7962.0,986.0,3025.0,3478.0,1534.0,190.0,7959.0,65.0,171.0,38.0,5049.0,219.0,110.0,1.0,168.0,175.0,27.0,3.0,3.0,2.0,734.0,123.0,165.0,42.7
|
Bologna,24.0,52.6,20.0,220.0,1800.0,25.0,19.0,3.0,3.0,52.0,2.0,1.25,0.95,2.2,1.1,2.05,22.9,20.6,1.15,1.03,20.0,20.0,1800.0,30.0,1.5,88.0,60.0,71.6,7.0,5.0,8.0,3.0,15.0,5.0,5.0,0.0,0.0,20.0,1.0,4.0,2.0,28.7,0.28,0.7,0.04,87.0,219.0,39.7,545.0,116.0,30.5,32.1,141.0,37.6,33.9,280.0,18.0,6.4,17.0,0.85,14.2,72.0,8.0,29.6,3.6,0.09,0.31,0.09,2.1,1.4,7902.0,9998.0,79.0,140056.0,51590.0,3579.0,4070.0,87.9,3201.0,3763.0,85.1,868.0,1534.0,56.6,190.0,551.0,122.0,39.0,505.0,8959.0,998.0,273.0,34.0,100.0,301.0,81.0,40.0,30.0,0.0,441.0,41.0,208.0,434.0,21.7,326.0,38.0,21.0,23.0,21.0,43.0,2.15,33.0,3.0,1.0,3.0,3.0,0.0,340.0,206.0,173.0,125.0,42.0,151.0,265.0,57.0,114.0,226.0,77.0,149.0,179.0,363.0,5.0,12063.0,1346.0,4264.0,5470.0,2438.0,303.0,12060.0,92.0,233.0,39.5,7800.0,312.0,163.0,1.0,242.0,238.0,41.0,3.0,5.0,2.0,1104.0,180.0,224.0,44.6
|
||||||
Cremonese,27.0,43.2,14.0,154.0,1260.0,11.0,5.0,1.0,3.0,29.0,1.0,0.79,0.36,1.14,0.71,1.07,15.3,12.9,1.1,0.92,14.0,14.0,1260.0,24.0,1.71,84.0,60.0,75.0,0.0,7.0,7.0,3.0,21.4,3.0,3.0,0.0,0.0,14.0,0.0,4.0,0.0,27.1,0.3,3.1,0.22,60.0,216.0,27.8,381.0,60.0,43.6,38.8,95.0,52.6,47.6,161.0,11.0,6.8,10.0,0.71,12.2,42.0,9.0,22.5,3.0,0.05,0.24,0.07,-4.3,-2.9,3835.0,5397.0,71.1,69476.0,29285.0,1715.0,2055.0,83.5,1600.0,2025.0,79.0,423.0,980.0,43.2,125.0,362.0,119.0,46.0,317.0,4700.0,663.0,152.0,9.0,28.0,275.0,69.0,23.0,38.0,0.0,290.0,34.0,114.0,324.0,23.14,211.0,29.0,12.0,31.0,20.0,16.0,1.14,10.0,0.0,0.0,5.0,1.0,0.0,299.0,155.0,172.0,94.0,33.0,156.0,256.0,60.9,100.0,172.0,56.0,116.0,150.0,258.0,7.0,6965.0,891.0,2609.0,2755.0,1686.0,289.0,6963.0,67.0,174.0,38.5,3758.0,196.0,106.0,0.0,195.0,136.0,34.0,3.0,3.0,0.0,757.0,184.0,242.0,43.2
|
Cremonese,29.0,44.0,19.0,209.0,1710.0,14.0,6.0,2.0,4.0,47.0,1.0,0.74,0.32,1.05,0.63,0.95,20.7,17.6,1.09,0.92,19.0,19.0,1710.0,33.0,1.74,113.0,81.0,74.3,0.0,8.0,11.0,3.0,15.8,4.0,4.0,0.0,0.0,19.0,1.0,4.0,1.0,36.9,0.3,4.9,0.26,82.0,296.0,27.7,506.0,90.0,44.1,38.6,133.0,54.9,47.8,215.0,16.0,7.4,16.0,0.84,13.8,63.0,10.0,24.9,3.32,0.05,0.19,0.07,-6.7,-5.6,5347.0,7552.0,70.8,96850.0,40854.0,2360.0,2846.0,82.9,2275.0,2894.0,78.6,581.0,1346.0,43.2,172.0,513.0,166.0,61.0,461.0,6561.0,947.0,220.0,10.0,43.0,389.0,91.0,30.0,50.0,0.0,424.0,44.0,169.0,428.0,22.53,295.0,46.0,14.0,35.0,27.0,19.0,1.0,12.0,1.0,0.0,5.0,1.0,0.0,393.0,207.0,227.0,126.0,40.0,199.0,332.0,59.9,133.0,223.0,66.0,157.0,197.0,337.0,7.0,9695.0,1183.0,3465.0,3918.0,2433.0,403.0,9692.0,84.0,244.0,34.4,5255.0,288.0,162.0,0.0,257.0,194.0,44.0,3.0,4.0,1.0,1042.0,267.0,348.0,43.4
|
||||||
Empoli,25.0,46.0,14.0,154.0,1260.0,10.0,5.0,0.0,0.0,36.0,3.0,0.71,0.36,1.07,0.71,1.07,12.2,12.2,0.87,0.87,14.0,14.0,1260.0,19.0,1.36,62.0,42.0,71.0,3.0,5.0,6.0,4.0,28.6,3.0,1.0,1.0,1.0,14.0,0.0,3.0,0.0,20.4,0.3,1.4,0.1,68.0,213.0,31.9,505.0,85.0,35.2,34.4,76.0,46.1,42.4,285.0,20.0,7.0,8.0,0.57,11.1,47.0,7.0,27.5,3.36,0.06,0.21,0.07,-2.2,-2.2,4417.0,5799.0,76.2,78558.0,31656.0,1951.0,2267.0,86.1,1872.0,2244.0,83.4,465.0,922.0,50.4,126.0,265.0,93.0,36.0,282.0,5042.0,737.0,194.0,11.0,32.0,228.0,59.0,22.0,23.0,0.0,320.0,20.0,136.0,294.0,21.0,211.0,29.0,12.0,17.0,18.0,18.0,1.29,14.0,1.0,0.0,1.0,1.0,1.0,252.0,141.0,132.0,86.0,34.0,106.0,178.0,59.6,72.0,152.0,71.0,81.0,112.0,316.0,2.0,7355.0,1124.0,2920.0,2871.0,1647.0,229.0,7355.0,78.0,215.0,36.3,4337.0,206.0,142.0,1.0,158.0,167.0,20.0,0.0,3.0,0.0,649.0,135.0,163.0,45.3
|
Empoli,26.0,46.3,19.0,209.0,1710.0,17.0,9.0,0.0,0.0,49.0,4.0,0.89,0.47,1.37,0.89,1.37,17.8,17.8,0.93,0.93,19.0,19.0,1710.0,22.0,1.16,82.0,59.0,74.4,6.0,7.0,6.0,7.0,36.8,3.0,1.0,1.0,1.0,19.0,0.0,4.0,0.0,24.0,0.27,2.0,0.11,88.0,277.0,31.8,690.0,108.0,33.3,33.9,103.0,45.6,41.8,399.0,25.0,6.3,8.0,0.42,10.5,69.0,9.0,30.8,3.63,0.08,0.25,0.08,-0.8,-0.8,6376.0,8192.0,77.8,112596.0,44961.0,2827.0,3231.0,87.5,2701.0,3190.0,84.7,650.0,1247.0,52.1,167.0,372.0,129.0,45.0,414.0,7193.0,973.0,270.0,12.0,44.0,278.0,73.0,28.0,28.0,0.0,408.0,26.0,192.0,390.0,20.53,287.0,38.0,15.0,22.0,22.0,30.0,1.58,22.0,3.0,2.0,2.0,1.0,0.0,342.0,199.0,182.0,120.0,40.0,143.0,231.0,61.9,88.0,223.0,105.0,118.0,141.0,466.0,3.0,10374.0,1562.0,4164.0,4168.0,2156.0,318.0,10374.0,101.0,297.0,34.0,6261.0,286.0,201.0,2.0,222.0,237.0,26.0,0.0,3.0,0.0,907.0,189.0,217.0,46.6
|
||||||
Fiorentina,25.0,58.7,14.0,154.0,1260.0,17.0,15.0,1.0,3.0,33.0,1.0,1.21,1.07,2.29,1.14,2.21,20.3,18.0,1.45,1.28,14.0,14.0,1260.0,18.0,1.29,46.0,28.0,63.0,5.0,4.0,5.0,4.0,28.6,1.0,1.0,0.0,0.0,14.0,0.0,2.0,0.0,15.4,0.31,-2.6,-0.19,56.0,159.0,35.2,414.0,57.0,31.4,33.7,80.0,36.3,37.5,128.0,6.0,4.7,25.0,1.79,18.0,65.0,6.0,29.3,4.64,0.07,0.25,0.08,-3.3,-2.0,6047.0,7429.0,81.4,117816.0,38126.0,2352.0,2617.0,89.9,2736.0,3143.0,87.1,845.0,1329.0,63.6,179.0,486.0,136.0,44.0,458.0,6702.0,709.0,211.0,10.0,84.0,329.0,90.0,31.0,42.0,0.0,296.0,18.0,126.0,401.0,28.64,285.0,43.0,16.0,28.0,18.0,33.0,2.36,23.0,4.0,1.0,1.0,1.0,3.0,232.0,123.0,94.0,100.0,38.0,118.0,185.0,63.8,67.0,124.0,31.0,93.0,110.0,175.0,4.0,8865.0,708.0,2420.0,3989.0,2540.0,379.0,8862.0,83.0,235.0,35.3,5962.0,237.0,120.0,1.0,187.0,180.0,18.0,2.0,1.0,0.0,740.0,224.0,193.0,53.7
|
Fiorentina,27.0,57.2,19.0,209.0,1710.0,21.0,17.0,2.0,4.0,48.0,2.0,1.11,0.89,2.0,1.0,1.89,26.3,23.5,1.38,1.24,19.0,19.0,1710.0,25.0,1.32,62.0,38.0,62.9,6.0,5.0,8.0,4.0,21.1,2.0,2.0,0.0,0.0,19.0,0.0,2.0,1.0,20.5,0.3,-3.5,-0.18,91.0,235.0,38.7,577.0,80.0,31.9,33.1,112.0,45.5,40.6,173.0,8.0,4.6,30.0,1.58,17.7,85.0,9.0,28.8,4.47,0.06,0.22,0.08,-5.3,-4.5,7993.0,9876.0,80.9,153814.0,51229.0,3202.0,3585.0,89.3,3532.0,4070.0,86.8,1104.0,1770.0,62.4,238.0,654.0,194.0,62.0,609.0,8884.0,967.0,296.0,12.0,101.0,441.0,126.0,49.0,53.0,0.0,389.0,25.0,159.0,534.0,28.11,389.0,59.0,22.0,37.0,23.0,37.0,1.95,29.0,4.0,1.0,2.0,1.0,0.0,304.0,165.0,126.0,132.0,46.0,151.0,239.0,63.2,88.0,172.0,48.0,124.0,138.0,228.0,7.0,11768.0,976.0,3219.0,5335.0,3327.0,507.0,11764.0,110.0,298.0,36.9,7888.0,312.0,183.0,2.0,244.0,249.0,25.0,2.0,2.0,1.0,1002.0,289.0,249.0,53.7
|
||||||
Hellas Verona,29.0,43.9,14.0,154.0,1260.0,10.0,7.0,0.0,0.0,42.0,3.0,0.71,0.5,1.21,0.71,1.21,14.2,14.2,1.01,1.01,14.0,14.0,1260.0,27.0,1.93,75.0,48.0,64.0,1.0,2.0,11.0,0.0,0.0,1.0,0.0,1.0,0.0,14.0,0.0,1.0,1.0,19.7,0.25,-6.3,-0.45,109.0,241.0,45.2,329.0,47.0,56.2,42.2,116.0,48.3,40.1,177.0,6.0,3.4,36.0,2.57,17.7,42.0,3.0,26.3,3.0,0.06,0.24,0.09,-4.2,-4.2,3544.0,5116.0,69.3,68753.0,30881.0,1436.0,1813.0,79.2,1488.0,1902.0,78.2,507.0,1038.0,48.8,120.0,328.0,91.0,31.0,341.0,4432.0,650.0,145.0,6.0,35.0,283.0,77.0,34.0,33.0,1.0,267.0,34.0,127.0,267.0,19.07,179.0,36.0,13.0,18.0,9.0,17.0,1.21,12.0,0.0,2.0,3.0,0.0,0.0,209.0,111.0,107.0,76.0,26.0,98.0,169.0,58.0,71.0,158.0,55.0,103.0,119.0,237.0,5.0,6546.0,809.0,2159.0,2772.0,1708.0,263.0,6546.0,70.0,202.0,34.7,3462.0,217.0,133.0,0.0,211.0,128.0,34.0,0.0,1.0,1.0,828.0,229.0,240.0,48.8
|
Hellas Verona,29.0,43.4,19.0,209.0,1710.0,16.0,13.0,0.0,0.0,54.0,3.0,0.84,0.68,1.53,0.84,1.53,19.3,19.3,1.02,1.02,19.0,19.0,1710.0,31.0,1.63,98.0,67.0,68.4,3.0,3.0,13.0,2.0,10.5,1.0,0.0,1.0,0.0,19.0,0.0,2.0,1.0,25.2,0.25,-4.8,-0.25,176.0,358.0,49.2,447.0,62.0,60.2,43.5,153.0,58.2,44.8,261.0,10.0,3.8,46.0,2.42,17.8,58.0,5.0,27.1,3.05,0.07,0.28,0.09,-3.3,-3.3,4825.0,7020.0,68.7,94360.0,44138.0,1960.0,2509.0,78.1,1987.0,2575.0,77.2,724.0,1434.0,50.5,161.0,451.0,125.0,46.0,448.0,6086.0,891.0,208.0,10.0,42.0,363.0,94.0,45.0,35.0,1.0,380.0,43.0,171.0,362.0,19.05,252.0,50.0,16.0,21.0,14.0,28.0,1.47,20.0,1.0,3.0,3.0,0.0,1.0,292.0,159.0,154.0,102.0,36.0,131.0,224.0,58.5,93.0,211.0,70.0,141.0,168.0,365.0,5.0,9085.0,1103.0,3047.0,3865.0,2295.0,343.0,9085.0,94.0,292.0,32.2,4715.0,315.0,173.0,0.0,285.0,185.0,43.0,0.0,1.0,1.0,1142.0,388.0,345.0,52.9
|
||||||
Inter,23.0,54.6,14.0,154.0,1260.0,31.0,22.0,2.0,2.0,24.0,0.0,2.21,1.57,3.79,2.07,3.64,25.4,24.0,1.82,1.72,14.0,14.0,1260.0,20.0,1.43,55.0,36.0,65.5,9.0,0.0,5.0,4.0,28.6,1.0,1.0,0.0,0.0,14.0,0.0,2.0,1.0,15.7,0.27,-3.3,-0.24,50.0,116.0,43.1,442.0,77.0,22.2,27.5,93.0,19.4,30.6,160.0,7.0,4.4,7.0,0.5,14.4,79.0,11.0,35.9,5.64,0.13,0.37,0.11,5.6,5.0,6200.0,7482.0,82.9,111629.0,38291.0,2669.0,2968.0,89.9,2719.0,3076.0,88.4,649.0,1069.0,60.7,166.0,425.0,125.0,36.0,417.0,6818.0,639.0,182.0,23.0,76.0,294.0,76.0,17.0,52.0,0.0,241.0,25.0,91.0,381.0,27.21,269.0,47.0,8.0,25.0,25.0,55.0,3.93,38.0,3.0,4.0,4.0,5.0,1.0,182.0,104.0,72.0,87.0,23.0,79.0,138.0,57.2,59.0,137.0,38.0,99.0,114.0,193.0,5.0,8778.0,929.0,2898.0,3976.0,1988.0,338.0,8776.0,57.0,174.0,32.8,6099.0,190.0,94.0,0.0,166.0,169.0,25.0,1.0,1.0,1.0,673.0,172.0,126.0,57.7
|
Inter,23.0,52.9,19.0,209.0,1710.0,37.0,25.0,2.0,2.0,37.0,1.0,1.95,1.32,3.26,1.84,3.16,32.8,31.4,1.73,1.65,19.0,19.0,1710.0,25.0,1.32,77.0,54.0,70.1,12.0,1.0,6.0,6.0,31.6,2.0,2.0,0.0,0.0,19.0,0.0,3.0,2.0,20.2,0.24,-2.8,-0.15,83.0,194.0,42.8,647.0,100.0,25.3,29.0,124.0,24.2,32.9,229.0,8.0,3.5,8.0,0.42,13.7,90.0,13.0,32.4,4.74,0.13,0.39,0.12,4.2,3.6,8140.0,9922.0,82.0,148827.0,52136.0,3415.0,3822.0,89.4,3675.0,4181.0,87.9,864.0,1465.0,59.0,204.0,564.0,167.0,55.0,574.0,9025.0,865.0,242.0,26.0,101.0,401.0,95.0,27.0,59.0,0.0,340.0,32.0,124.0,482.0,25.37,354.0,53.0,10.0,30.0,29.0,65.0,3.42,46.0,3.0,4.0,5.0,5.0,2.0,276.0,147.0,114.0,122.0,40.0,121.0,209.0,57.9,88.0,201.0,52.0,149.0,151.0,282.0,5.0,11779.0,1321.0,4036.0,5199.0,2649.0,435.0,11777.0,69.0,218.0,31.7,8011.0,273.0,134.0,1.0,233.0,229.0,32.0,1.0,2.0,2.0,960.0,232.0,198.0,54.0
|
||||||
Juventus,26.0,50.5,14.0,154.0,1260.0,21.0,17.0,1.0,2.0,27.0,4.0,1.5,1.21,2.71,1.43,2.64,18.7,17.0,1.33,1.22,14.0,14.0,1260.0,7.0,0.5,42.0,34.0,85.7,7.0,4.0,2.0,9.0,64.3,2.0,1.0,1.0,0.0,14.0,0.0,2.0,0.0,12.5,0.25,5.5,0.39,56.0,157.0,35.7,383.0,66.0,32.1,33.3,77.0,44.2,39.0,196.0,4.0,2.0,15.0,1.07,16.9,57.0,7.0,31.3,4.07,0.11,0.35,0.1,2.3,3.0,5637.0,6884.0,81.9,106998.0,36352.0,2229.0,2509.0,88.8,2574.0,2904.0,88.6,731.0,1177.0,62.1,144.0,399.0,109.0,38.0,370.0,6247.0,618.0,170.0,11.0,68.0,243.0,61.0,21.0,38.0,0.0,238.0,19.0,103.0,317.0,22.64,232.0,29.0,12.0,24.0,12.0,33.0,2.36,24.0,2.0,0.0,3.0,3.0,1.0,201.0,112.0,96.0,81.0,24.0,95.0,162.0,58.6,67.0,151.0,53.0,98.0,131.0,245.0,4.0,8331.0,959.0,2824.0,3822.0,1754.0,273.0,8329.0,71.0,175.0,40.6,5561.0,226.0,115.0,1.0,171.0,153.0,19.0,2.0,2.0,0.0,692.0,166.0,184.0,47.4
|
Juventus,26.0,49.5,19.0,209.0,1710.0,30.0,23.0,2.0,3.0,35.0,4.0,1.58,1.21,2.79,1.47,2.68,27.5,25.0,1.45,1.32,19.0,19.0,1710.0,15.0,0.79,65.0,49.0,78.5,10.0,5.0,3.0,12.0,63.2,2.0,1.0,1.0,0.0,19.0,0.0,3.0,0.0,18.9,0.26,3.9,0.21,78.0,205.0,38.0,495.0,92.0,33.1,33.8,102.0,40.2,37.7,254.0,6.0,2.4,16.0,0.84,15.8,87.0,8.0,34.4,4.58,0.11,0.32,0.1,2.5,3.0,7590.0,9313.0,81.5,143578.0,49265.0,3073.0,3474.0,88.5,3391.0,3844.0,88.2,985.0,1578.0,62.4,199.0,559.0,140.0,48.0,504.0,8436.0,850.0,220.0,19.0,98.0,337.0,88.0,27.0,53.0,0.0,344.0,27.0,153.0,437.0,23.0,314.0,41.0,21.0,35.0,17.0,48.0,2.53,33.0,3.0,1.0,4.0,6.0,1.0,309.0,175.0,148.0,119.0,42.0,143.0,234.0,61.1,91.0,216.0,75.0,141.0,169.0,333.0,7.0,11324.0,1262.0,3839.0,5155.0,2429.0,373.0,11321.0,104.0,257.0,40.5,7492.0,303.0,165.0,1.0,227.0,199.0,27.0,3.0,2.0,0.0,965.0,230.0,230.0,50.0
|
||||||
Lazio,21.0,50.0,14.0,154.0,1260.0,25.0,20.0,1.0,2.0,30.0,1.0,1.79,1.43,3.21,1.71,3.14,18.0,16.5,1.29,1.18,14.0,14.0,1258.0,8.0,0.57,39.0,31.0,82.1,8.0,3.0,2.0,9.0,64.3,1.0,1.0,0.0,0.0,14.0,0.0,3.0,0.0,10.1,0.24,2.1,0.15,66.0,168.0,39.3,447.0,64.0,29.8,33.1,94.0,37.2,36.6,201.0,5.0,2.5,29.0,2.07,17.6,65.0,2.0,43.9,4.64,0.16,0.37,0.11,7.0,7.5,5970.0,7213.0,82.8,98762.0,36478.0,3062.0,3388.0,90.4,2063.0,2386.0,86.5,621.0,1016.0,61.1,113.0,358.0,105.0,11.0,333.0,6514.0,682.0,227.0,23.0,57.0,168.0,60.0,19.0,30.0,0.0,236.0,17.0,108.0,264.0,18.86,199.0,22.0,16.0,11.0,10.0,44.0,3.14,37.0,1.0,1.0,4.0,0.0,1.0,212.0,119.0,88.0,93.0,31.0,106.0,199.0,53.3,93.0,142.0,46.0,96.0,106.0,250.0,2.0,8595.0,1016.0,3013.0,3971.0,1689.0,292.0,8593.0,83.0,196.0,42.3,5906.0,210.0,112.0,0.0,132.0,189.0,17.0,1.0,1.0,0.0,677.0,126.0,151.0,45.5
|
Lazio,21.0,51.2,19.0,209.0,1710.0,34.0,25.0,3.0,4.0,41.0,1.0,1.79,1.32,3.11,1.63,2.95,25.8,22.9,1.36,1.2,19.0,19.0,1708.0,15.0,0.79,59.0,44.0,76.3,10.0,4.0,4.0,11.0,57.9,1.0,1.0,0.0,0.0,19.0,0.0,4.0,0.0,14.4,0.23,-0.6,-0.03,84.0,204.0,41.2,580.0,87.0,28.3,32.6,115.0,34.8,34.8,256.0,7.0,2.7,37.0,1.95,18.1,80.0,4.0,39.2,4.21,0.15,0.39,0.11,8.2,8.1,8566.0,10291.0,83.2,139472.0,51144.0,4508.0,4987.0,90.4,2922.0,3377.0,86.5,837.0,1347.0,62.1,157.0,520.0,133.0,14.0,479.0,9365.0,900.0,294.0,33.0,77.0,229.0,85.0,33.0,40.0,0.0,325.0,26.0,142.0,361.0,19.0,272.0,33.0,19.0,21.0,15.0,59.0,3.11,45.0,2.0,3.0,8.0,1.0,0.0,310.0,178.0,141.0,127.0,42.0,143.0,263.0,54.4,120.0,202.0,61.0,141.0,158.0,321.0,3.0,12193.0,1326.0,4108.0,5755.0,2436.0,398.0,12189.0,106.0,262.0,40.5,8476.0,282.0,166.0,0.0,194.0,252.0,26.0,2.0,1.0,0.0,972.0,181.0,183.0,49.7
|
||||||
Lecce,24.0,40.7,14.0,154.0,1260.0,12.0,8.0,1.0,2.0,35.0,2.0,0.86,0.57,1.43,0.79,1.36,10.7,9.1,0.76,0.65,14.0,14.0,1260.0,17.0,1.21,65.0,49.0,78.5,2.0,6.0,6.0,0.0,0.0,3.0,3.0,0.0,0.0,14.0,1.0,4.0,1.0,18.0,0.23,2.0,0.14,67.0,246.0,27.2,360.0,66.0,47.5,38.9,106.0,70.8,49.8,223.0,10.0,4.5,11.0,0.79,11.2,35.0,7.0,28.5,2.5,0.09,0.31,0.07,1.3,1.9,3677.0,5152.0,71.4,70499.0,27599.0,1462.0,1790.0,81.7,1567.0,1967.0,79.7,534.0,1080.0,49.4,89.0,333.0,62.0,20.0,285.0,4420.0,708.0,201.0,7.0,54.0,226.0,58.0,27.0,21.0,0.0,305.0,24.0,98.0,215.0,15.36,145.0,19.0,19.0,7.0,16.0,19.0,1.36,14.0,1.0,2.0,1.0,1.0,0.0,256.0,142.0,141.0,80.0,35.0,103.0,198.0,52.0,95.0,175.0,48.0,127.0,143.0,324.0,1.0,6759.0,888.0,2573.0,2766.0,1511.0,195.0,6757.0,76.0,191.0,39.8,3603.0,238.0,126.0,1.0,196.0,178.0,24.0,2.0,3.0,1.0,702.0,188.0,216.0,46.5
|
Lecce,26.0,42.5,20.0,220.0,1800.0,18.0,12.0,1.0,2.0,45.0,2.0,0.9,0.6,1.5,0.85,1.45,17.5,15.9,0.87,0.79,20.0,20.0,1800.0,24.0,1.2,86.0,63.0,75.6,4.0,8.0,8.0,2.0,10.0,3.0,3.0,0.0,0.0,20.0,1.0,4.0,1.0,23.4,0.24,0.4,0.02,96.0,377.0,25.5,483.0,80.0,53.8,40.9,156.0,75.0,51.4,304.0,13.0,4.3,20.0,1.0,12.5,56.0,9.0,27.9,2.8,0.08,0.3,0.08,0.5,1.1,5433.0,7697.0,70.6,101322.0,40188.0,2308.0,2806.0,82.3,2225.0,2822.0,78.8,733.0,1584.0,46.3,148.0,505.0,104.0,34.0,483.0,6625.0,1036.0,293.0,10.0,85.0,351.0,85.0,33.0,24.0,0.0,451.0,36.0,153.0,335.0,16.75,242.0,32.0,20.0,16.0,22.0,29.0,1.45,23.0,1.0,2.0,2.0,1.0,0.0,377.0,216.0,186.0,136.0,55.0,150.0,267.0,56.2,117.0,260.0,61.0,199.0,211.0,457.0,2.0,10088.0,1210.0,3584.0,4255.0,2365.0,304.0,10086.0,95.0,276.0,34.4,5335.0,331.0,191.0,1.0,283.0,254.0,36.0,2.0,3.0,1.0,1097.0,294.0,373.0,44.1
|
||||||
Milan,27.0,53.9,14.0,154.0,1260.0,26.0,21.0,2.0,2.0,37.0,2.0,1.86,1.5,3.36,1.71,3.21,22.5,21.1,1.61,1.51,14.0,14.0,1260.0,14.0,1.0,49.0,34.0,73.5,9.0,3.0,2.0,4.0,28.6,2.0,1.0,1.0,0.0,14.0,2.0,1.0,0.0,13.7,0.24,-0.3,-0.02,73.0,159.0,45.9,418.0,60.0,32.8,33.9,51.0,43.1,41.1,129.0,6.0,4.7,13.0,0.93,14.9,71.0,10.0,30.0,5.07,0.1,0.34,0.09,3.5,2.9,5377.0,6746.0,79.7,101861.0,36237.0,2151.0,2499.0,86.1,2374.0,2715.0,87.4,729.0,1195.0,61.0,184.0,457.0,140.0,31.0,449.0,6073.0,655.0,167.0,23.0,49.0,235.0,68.0,14.0,45.0,0.0,295.0,18.0,123.0,414.0,29.57,283.0,40.0,24.0,29.0,25.0,44.0,3.14,31.0,2.0,4.0,4.0,1.0,2.0,249.0,134.0,119.0,104.0,26.0,110.0,168.0,65.5,58.0,138.0,49.0,89.0,110.0,161.0,2.0,8189.0,747.0,2505.0,3777.0,2016.0,339.0,8187.0,110.0,250.0,44.0,5276.0,221.0,110.0,2.0,168.0,156.0,18.0,1.0,2.0,0.0,759.0,205.0,168.0,55.0
|
Milan,27.0,54.5,19.0,209.0,1710.0,33.0,28.0,2.0,2.0,47.0,2.0,1.74,1.47,3.21,1.63,3.11,30.8,29.4,1.62,1.55,19.0,19.0,1710.0,24.0,1.26,65.0,41.0,66.2,11.0,5.0,3.0,4.0,21.1,3.0,2.0,1.0,0.0,19.0,2.0,3.0,1.0,20.7,0.28,-2.3,-0.12,91.0,209.0,43.5,595.0,91.0,30.9,33.0,69.0,36.2,36.4,190.0,13.0,6.8,16.0,0.84,14.1,96.0,13.0,32.1,5.05,0.1,0.32,0.1,2.2,1.6,7418.0,9287.0,79.9,139320.0,49089.0,2968.0,3441.0,86.3,3308.0,3768.0,87.8,965.0,1592.0,60.6,236.0,593.0,178.0,41.0,605.0,8344.0,913.0,239.0,29.0,67.0,305.0,86.0,19.0,55.0,0.0,416.0,30.0,168.0,523.0,27.53,363.0,52.0,30.0,38.0,32.0,57.0,3.0,39.0,4.0,5.0,7.0,1.0,1.0,353.0,193.0,167.0,155.0,31.0,149.0,231.0,64.5,82.0,182.0,69.0,113.0,161.0,228.0,3.0,11304.0,1102.0,3625.0,5171.0,2654.0,459.0,11302.0,145.0,347.0,41.8,7293.0,297.0,168.0,2.0,236.0,223.0,30.0,1.0,3.0,1.0,1015.0,275.0,224.0,55.1
|
||||||
Monza,29.0,55.5,14.0,154.0,1260.0,13.0,8.0,1.0,1.0,31.0,1.0,0.93,0.57,1.5,0.86,1.43,14.6,13.8,1.04,0.99,14.0,14.0,1260.0,22.0,1.57,59.0,38.0,62.7,4.0,1.0,9.0,4.0,28.6,0.0,0.0,0.0,0.0,14.0,0.0,2.0,1.0,22.1,0.39,1.1,0.08,53.0,154.0,34.4,468.0,94.0,29.1,32.3,79.0,22.8,28.2,169.0,7.0,4.1,10.0,0.71,13.8,44.0,6.0,28.8,3.14,0.08,0.27,0.09,-1.6,-1.8,6257.0,7525.0,83.1,110985.0,38543.0,2880.0,3187.0,90.4,2642.0,3001.0,88.0,631.0,1031.0,61.2,114.0,471.0,96.0,29.0,350.0,6807.0,693.0,224.0,7.0,65.0,244.0,57.0,8.0,38.0,0.0,271.0,25.0,100.0,256.0,18.29,204.0,20.0,4.0,11.0,14.0,26.0,1.86,21.0,1.0,0.0,1.0,3.0,0.0,233.0,128.0,123.0,83.0,27.0,96.0,179.0,53.6,83.0,126.0,38.0,88.0,125.0,193.0,6.0,8852.0,893.0,2993.0,3997.0,1951.0,227.0,8851.0,75.0,181.0,41.4,6171.0,214.0,120.0,0.0,183.0,196.0,25.0,1.0,0.0,1.0,647.0,160.0,141.0,53.2
|
Monza,29.0,55.1,19.0,209.0,1710.0,22.0,13.0,3.0,3.0,40.0,1.0,1.16,0.68,1.84,1.0,1.68,23.9,21.5,1.26,1.13,19.0,19.0,1710.0,28.0,1.47,76.0,49.0,63.2,6.0,4.0,9.0,5.0,26.3,0.0,0.0,0.0,0.0,19.0,0.0,3.0,1.0,26.0,0.35,-1.0,-0.05,77.0,232.0,33.2,633.0,117.0,31.0,33.0,115.0,31.3,31.3,246.0,10.0,4.1,12.0,0.63,13.4,62.0,7.0,28.8,3.26,0.09,0.31,0.1,-1.9,-2.5,8350.0,10132.0,82.4,148402.0,51585.0,3779.0,4202.0,89.9,3521.0,4025.0,87.5,866.0,1415.0,61.2,168.0,623.0,150.0,43.0,492.0,9141.0,953.0,303.0,14.0,88.0,331.0,79.0,11.0,56.0,0.0,378.0,38.0,155.0,374.0,19.68,299.0,30.0,8.0,18.0,17.0,42.0,2.21,32.0,2.0,0.0,3.0,5.0,0.0,308.0,176.0,162.0,112.0,34.0,130.0,240.0,54.2,110.0,185.0,51.0,134.0,171.0,286.0,7.0,11992.0,1244.0,4089.0,5362.0,2649.0,356.0,11989.0,110.0,266.0,41.4,8248.0,294.0,165.0,0.0,248.0,262.0,38.0,3.0,0.0,1.0,906.0,215.0,197.0,52.2
|
||||||
Napoli,24.0,59.8,14.0,154.0,1260.0,34.0,28.0,3.0,3.0,18.0,0.0,2.43,2.0,4.43,2.21,4.21,27.8,25.4,1.98,1.82,14.0,14.0,1260.0,10.0,0.71,39.0,28.0,76.9,12.0,2.0,0.0,6.0,42.9,2.0,1.0,1.0,0.0,14.0,0.0,1.0,0.0,13.2,0.29,3.2,0.23,23.0,67.0,34.3,307.0,52.0,16.0,26.9,92.0,19.6,26.6,142.0,6.0,4.2,10.0,0.71,15.1,84.0,6.0,33.1,6.0,0.12,0.37,0.1,6.2,5.6,7106.0,8329.0,85.3,119276.0,40668.0,3456.0,3759.0,91.9,2762.0,3092.0,89.3,653.0,1000.0,65.3,212.0,517.0,154.0,33.0,460.0,7598.0,708.0,203.0,12.0,87.0,242.0,83.0,40.0,25.0,0.0,306.0,23.0,116.0,462.0,33.0,338.0,39.0,26.0,33.0,16.0,62.0,4.43,47.0,3.0,1.0,7.0,3.0,1.0,216.0,109.0,92.0,84.0,40.0,91.0,165.0,55.2,74.0,143.0,43.0,100.0,94.0,211.0,4.0,9775.0,816.0,2727.0,4618.0,2528.0,416.0,9772.0,98.0,273.0,35.9,7007.0,220.0,142.0,0.0,123.0,182.0,23.0,3.0,2.0,0.0,740.0,181.0,142.0,56.0
|
Napoli,24.0,61.3,19.0,209.0,1710.0,46.0,37.0,4.0,5.0,26.0,0.0,2.42,1.95,4.37,2.21,4.16,37.2,33.3,1.96,1.75,19.0,19.0,1710.0,14.0,0.74,50.0,35.0,74.0,16.0,2.0,1.0,8.0,42.1,2.0,1.0,1.0,0.0,19.0,0.0,1.0,0.0,15.6,0.27,1.6,0.08,34.0,92.0,37.0,425.0,69.0,16.2,26.6,114.0,20.2,27.1,197.0,6.0,3.0,23.0,1.21,17.2,111.0,7.0,34.4,5.84,0.13,0.38,0.1,8.8,8.7,10136.0,11813.0,85.8,169860.0,55779.0,4965.0,5377.0,92.3,3922.0,4373.0,89.7,926.0,1392.0,66.5,266.0,772.0,209.0,44.0,640.0,10851.0,929.0,272.0,13.0,117.0,325.0,103.0,51.0,31.0,0.0,405.0,33.0,168.0,591.0,31.11,442.0,49.0,30.0,41.0,21.0,83.0,4.37,63.0,4.0,2.0,10.0,3.0,1.0,297.0,153.0,129.0,114.0,54.0,123.0,216.0,56.9,93.0,190.0,55.0,135.0,131.0,275.0,6.0,13775.0,1066.0,3655.0,6713.0,3537.0,565.0,13770.0,135.0,371.0,36.4,10020.0,292.0,187.0,0.0,179.0,240.0,33.0,4.0,2.0,0.0,1012.0,231.0,201.0,53.5
|
||||||
Roma,23.0,50.8,14.0,154.0,1260.0,17.0,11.0,2.0,3.0,24.0,0.0,1.21,0.79,2.0,1.07,1.86,25.1,22.7,1.79,1.62,14.0,14.0,1260.0,13.0,0.93,42.0,29.0,69.0,8.0,2.0,4.0,4.0,28.6,0.0,0.0,0.0,0.0,14.0,1.0,2.0,0.0,9.1,0.22,-3.9,-0.28,43.0,102.0,42.2,255.0,52.0,29.4,30.2,104.0,26.0,30.8,175.0,6.0,3.4,8.0,0.57,13.0,63.0,4.0,33.3,4.5,0.08,0.24,0.12,-8.1,-7.7,5454.0,6714.0,81.2,100649.0,34086.0,2258.0,2527.0,89.4,2421.0,2780.0,87.1,662.0,1085.0,61.0,142.0,403.0,109.0,22.0,369.0,6000.0,688.0,197.0,23.0,75.0,211.0,66.0,28.0,34.0,0.0,293.0,26.0,99.0,328.0,23.43,227.0,38.0,13.0,25.0,15.0,29.0,2.07,16.0,4.0,3.0,4.0,2.0,0.0,258.0,131.0,117.0,109.0,32.0,112.0,187.0,59.9,75.0,144.0,42.0,102.0,141.0,237.0,4.0,8199.0,821.0,2759.0,3864.0,1692.0,303.0,8196.0,92.0,246.0,37.4,5369.0,213.0,117.0,0.0,167.0,184.0,26.0,2.0,0.0,0.0,723.0,159.0,142.0,52.8
|
Roma,25.0,49.4,19.0,209.0,1710.0,25.0,16.0,3.0,5.0,39.0,0.0,1.32,0.84,2.16,1.16,2.0,32.5,28.5,1.71,1.5,19.0,19.0,1710.0,16.0,0.84,52.0,36.0,69.2,11.0,4.0,4.0,7.0,36.8,0.0,0.0,0.0,0.0,19.0,1.0,3.0,0.0,10.9,0.21,-5.1,-0.27,62.0,154.0,40.3,349.0,68.0,32.1,31.4,139.0,30.2,32.8,221.0,6.0,2.7,13.0,0.68,13.8,80.0,5.0,32.1,4.21,0.09,0.28,0.12,-7.5,-6.5,7237.0,8972.0,80.7,131756.0,44850.0,3071.0,3448.0,89.1,3135.0,3621.0,86.6,852.0,1443.0,59.0,186.0,502.0,131.0,25.0,460.0,8017.0,923.0,264.0,29.0,97.0,271.0,85.0,36.0,44.0,0.0,398.0,32.0,138.0,436.0,22.95,302.0,53.0,17.0,35.0,21.0,42.0,2.21,23.0,6.0,4.0,6.0,3.0,0.0,333.0,170.0,154.0,141.0,38.0,149.0,242.0,61.6,93.0,202.0,59.0,143.0,191.0,318.0,5.0,10967.0,1082.0,3730.0,5204.0,2174.0,383.0,10962.0,108.0,312.0,34.6,7127.0,281.0,173.0,0.0,229.0,250.0,32.0,4.0,0.0,0.0,1001.0,225.0,184.0,55.0
|
||||||
Salernitana,24.0,47.1,14.0,154.0,1260.0,18.0,12.0,1.0,1.0,31.0,2.0,1.29,0.86,2.14,1.21,2.07,16.0,15.4,1.15,1.1,14.0,14.0,1260.0,21.0,1.5,69.0,46.0,72.5,4.0,5.0,5.0,3.0,21.4,4.0,2.0,2.0,0.0,14.0,0.0,0.0,0.0,24.1,0.29,3.1,0.22,55.0,223.0,24.7,387.0,69.0,41.6,36.6,128.0,48.4,41.7,187.0,14.0,7.5,9.0,0.64,13.7,51.0,5.0,31.7,3.64,0.11,0.33,0.1,2.0,1.6,4922.0,6295.0,78.2,89155.0,33482.0,2102.0,2381.0,88.3,2159.0,2486.0,86.8,530.0,1060.0,50.0,122.0,376.0,88.0,27.0,382.0,5609.0,655.0,179.0,15.0,84.0,229.0,57.0,3.0,39.0,0.0,255.0,31.0,121.0,286.0,20.43,210.0,26.0,8.0,20.0,15.0,33.0,2.36,28.0,1.0,2.0,2.0,0.0,0.0,221.0,119.0,112.0,88.0,21.0,94.0,199.0,47.2,105.0,130.0,48.0,82.0,117.0,264.0,6.0,7736.0,947.0,2740.0,3453.0,1618.0,203.0,7735.0,82.0,213.0,38.5,4843.0,217.0,116.0,0.0,163.0,134.0,31.0,0.0,4.0,0.0,728.0,175.0,169.0,50.9
|
Salernitana,28.0,44.8,20.0,220.0,1800.0,24.0,16.0,1.0,1.0,45.0,3.0,1.2,0.8,2.0,1.15,1.95,19.9,19.2,1.0,0.96,20.0,20.0,1800.0,38.0,1.9,115.0,74.0,70.4,5.0,6.0,9.0,3.0,15.0,7.0,4.0,3.0,0.0,20.0,0.0,1.0,0.0,39.8,0.29,1.8,0.09,99.0,352.0,28.1,545.0,85.0,45.7,37.8,186.0,55.4,44.6,277.0,17.0,6.1,15.0,0.75,14.6,66.0,8.0,31.9,3.3,0.11,0.35,0.09,4.1,3.8,6595.0,8582.0,76.8,119778.0,46015.0,2826.0,3226.0,87.6,2824.0,3320.0,85.1,743.0,1493.0,49.8,155.0,488.0,119.0,37.0,504.0,7583.0,957.0,265.0,18.0,99.0,311.0,79.0,10.0,43.0,0.0,369.0,42.0,175.0,360.0,18.0,270.0,32.0,10.0,24.0,20.0,41.0,2.05,36.0,1.0,2.0,2.0,0.0,0.0,323.0,176.0,171.0,120.0,32.0,141.0,273.0,51.6,132.0,200.0,77.0,123.0,168.0,385.0,8.0,10641.0,1363.0,3859.0,4735.0,2163.0,263.0,10640.0,98.0,274.0,35.8,6494.0,308.0,167.0,1.0,242.0,207.0,42.0,0.0,7.0,0.0,1034.0,240.0,257.0,48.3
|
||||||
Sampdoria,24.0,50.8,14.0,154.0,1260.0,6.0,6.0,0.0,0.0,44.0,0.0,0.43,0.43,0.86,0.43,0.86,10.9,10.9,0.78,0.78,14.0,14.0,1260.0,25.0,1.79,68.0,44.0,66.2,1.0,3.0,10.0,2.0,14.3,3.0,2.0,1.0,0.0,14.0,0.0,2.0,2.0,18.7,0.24,-4.3,-0.31,65.0,210.0,31.0,402.0,68.0,40.0,37.9,91.0,53.8,43.3,181.0,9.0,5.0,12.0,0.86,15.0,40.0,8.0,28.2,2.86,0.04,0.15,0.08,-4.9,-4.9,5018.0,6550.0,76.6,91503.0,33780.0,2134.0,2464.0,86.6,2151.0,2596.0,82.9,588.0,1097.0,53.6,96.0,418.0,111.0,28.0,381.0,5767.0,760.0,254.0,10.0,46.0,234.0,46.0,8.0,31.0,0.0,324.0,23.0,135.0,234.0,16.71,166.0,16.0,7.0,20.0,19.0,12.0,0.86,9.0,0.0,0.0,1.0,0.0,2.0,210.0,122.0,94.0,88.0,28.0,96.0,177.0,54.2,81.0,139.0,34.0,105.0,128.0,198.0,3.0,7900.0,796.0,2499.0,3616.0,1868.0,231.0,7900.0,70.0,195.0,35.9,4941.0,236.0,141.0,0.0,199.0,217.0,23.0,0.0,3.0,2.0,708.0,217.0,215.0,50.2
|
Sampdoria,29.0,49.4,19.0,209.0,1710.0,8.0,7.0,0.0,0.0,61.0,1.0,0.42,0.37,0.79,0.42,0.79,15.5,15.5,0.82,0.82,19.0,19.0,1710.0,32.0,1.68,93.0,61.0,69.9,2.0,3.0,14.0,2.0,10.5,6.0,4.0,2.0,0.0,19.0,0.0,3.0,2.0,26.3,0.22,-3.7,-0.2,112.0,320.0,35.0,543.0,83.0,43.8,38.8,142.0,57.7,44.5,243.0,15.0,6.2,20.0,1.05,15.4,56.0,8.0,28.6,2.95,0.04,0.14,0.08,-7.5,-7.5,6497.0,8582.0,75.7,119777.0,45559.0,2728.0,3170.0,86.1,2800.0,3404.0,82.3,789.0,1475.0,53.5,139.0,497.0,137.0,41.0,475.0,7511.0,1032.0,344.0,16.0,51.0,332.0,67.0,17.0,42.0,0.0,422.0,39.0,189.0,326.0,17.16,240.0,22.0,7.0,26.0,21.0,12.0,0.63,9.0,0.0,0.0,2.0,0.0,1.0,311.0,177.0,148.0,126.0,37.0,140.0,251.0,55.8,111.0,214.0,55.0,159.0,170.0,277.0,6.0,10484.0,1123.0,3430.0,4759.0,2405.0,307.0,10484.0,80.0,242.0,33.1,6402.0,313.0,193.0,0.0,278.0,293.0,39.0,0.0,5.0,2.0,968.0,318.0,300.0,51.5
|
||||||
Sassuolo,26.0,48.1,14.0,154.0,1260.0,15.0,12.0,1.0,2.0,34.0,2.0,1.07,0.86,1.93,1.0,1.86,17.4,15.8,1.24,1.13,14.0,14.0,1260.0,19.0,1.36,41.0,22.0,58.5,4.0,4.0,6.0,5.0,35.7,2.0,2.0,0.0,0.0,14.0,0.0,2.0,0.0,16.6,0.37,-2.4,-0.17,84.0,205.0,41.0,523.0,77.0,31.0,34.7,134.0,32.1,33.7,189.0,13.0,6.9,9.0,0.64,14.1,69.0,8.0,37.9,4.93,0.08,0.2,0.09,-2.4,-1.8,5324.0,6590.0,80.8,101118.0,36887.0,2208.0,2494.0,88.5,2194.0,2537.0,86.5,801.0,1241.0,64.5,149.0,400.0,127.0,40.0,395.0,5820.0,757.0,213.0,18.0,80.0,208.0,55.0,24.0,14.0,0.0,303.0,13.0,121.0,331.0,23.64,263.0,16.0,13.0,15.0,14.0,28.0,2.0,22.0,0.0,2.0,2.0,1.0,1.0,178.0,91.0,82.0,73.0,23.0,79.0,156.0,50.6,77.0,133.0,41.0,92.0,99.0,224.0,4.0,7891.0,942.0,2795.0,3332.0,1853.0,285.0,7889.0,86.0,210.0,41.0,5245.0,179.0,143.0,1.0,133.0,167.0,13.0,2.0,2.0,0.0,608.0,130.0,146.0,47.1
|
Sassuolo,27.0,48.7,19.0,209.0,1710.0,18.0,13.0,3.0,4.0,46.0,2.0,0.95,0.68,1.63,0.79,1.47,23.7,20.7,1.25,1.09,19.0,19.0,1710.0,29.0,1.53,59.0,30.0,57.6,4.0,5.0,10.0,5.0,26.3,4.0,4.0,0.0,0.0,19.0,0.0,3.0,0.0,24.9,0.37,-4.1,-0.22,109.0,260.0,41.9,682.0,97.0,30.1,33.9,173.0,31.8,32.8,248.0,15.0,6.0,15.0,0.79,14.0,81.0,10.0,32.9,4.26,0.06,0.19,0.09,-5.7,-5.7,7277.0,9046.0,80.4,137410.0,49998.0,3015.0,3417.0,88.2,3025.0,3504.0,86.3,1054.0,1655.0,63.7,198.0,546.0,166.0,48.0,550.0,7982.0,1048.0,296.0,20.0,109.0,288.0,84.0,40.0,21.0,0.0,419.0,16.0,173.0,449.0,23.63,358.0,24.0,19.0,24.0,17.0,32.0,1.68,24.0,1.0,2.0,3.0,2.0,0.0,264.0,140.0,124.0,105.0,35.0,106.0,211.0,50.2,105.0,179.0,55.0,124.0,138.0,312.0,7.0,10853.0,1253.0,3826.0,4668.0,2477.0,378.0,10849.0,117.0,283.0,41.3,7180.0,253.0,202.0,1.0,199.0,236.0,16.0,3.0,4.0,0.0,868.0,173.0,216.0,44.5
|
||||||
Spezia,24.0,46.9,14.0,154.0,1260.0,10.0,6.0,1.0,1.0,38.0,2.0,0.71,0.43,1.14,0.64,1.07,13.2,12.4,0.94,0.89,14.0,14.0,1260.0,25.0,1.79,79.0,54.0,68.4,2.0,4.0,8.0,1.0,7.1,1.0,0.0,0.0,1.0,14.0,1.0,3.0,0.0,21.3,0.27,-3.7,-0.26,65.0,205.0,31.7,390.0,73.0,38.2,34.2,84.0,66.7,50.2,187.0,8.0,4.3,19.0,1.36,15.5,39.0,4.0,25.3,2.79,0.06,0.23,0.08,-3.2,-3.4,4455.0,5968.0,74.6,78592.0,30226.0,2087.0,2438.0,85.6,1811.0,2203.0,82.2,458.0,1000.0,45.8,111.0,330.0,95.0,28.0,318.0,5195.0,741.0,162.0,12.0,49.0,240.0,75.0,42.0,25.0,0.0,338.0,32.0,122.0,260.0,18.57,187.0,25.0,9.0,16.0,13.0,14.0,1.0,11.0,0.0,0.0,1.0,2.0,0.0,241.0,133.0,103.0,98.0,40.0,93.0,201.0,46.3,108.0,177.0,73.0,104.0,114.0,277.0,3.0,7510.0,977.0,2807.0,3082.0,1711.0,260.0,7509.0,75.0,201.0,37.3,4388.0,217.0,154.0,1.0,190.0,127.0,32.0,1.0,1.0,0.0,748.0,179.0,212.0,45.8
|
Spezia,30.0,46.7,20.0,220.0,1800.0,15.0,10.0,2.0,2.0,53.0,2.0,0.75,0.5,1.25,0.65,1.15,18.6,17.0,0.93,0.85,20.0,20.0,1800.0,32.0,1.6,104.0,72.0,69.2,3.0,6.0,10.0,3.0,15.0,1.0,0.0,0.0,1.0,20.0,1.0,4.0,0.0,28.4,0.28,-3.6,-0.18,107.0,319.0,33.5,559.0,95.0,42.0,35.2,127.0,66.1,48.8,283.0,11.0,3.9,29.0,1.45,15.7,61.0,6.0,28.6,3.05,0.06,0.21,0.08,-3.6,-4.0,6299.0,8583.0,73.4,110840.0,43943.0,2919.0,3468.0,84.2,2556.0,3164.0,80.8,655.0,1441.0,45.5,146.0,472.0,130.0,44.0,472.0,7467.0,1079.0,243.0,13.0,59.0,334.0,104.0,62.0,32.0,0.0,495.0,37.0,189.0,356.0,17.8,266.0,30.0,10.0,24.0,16.0,25.0,1.25,20.0,1.0,0.0,2.0,2.0,0.0,353.0,194.0,158.0,140.0,55.0,131.0,263.0,49.8,132.0,255.0,99.0,156.0,162.0,410.0,4.0,10880.0,1392.0,4035.0,4493.0,2472.0,367.0,10878.0,92.0,271.0,33.9,6216.0,348.0,204.0,1.0,281.0,193.0,37.0,1.0,1.0,0.0,1136.0,281.0,322.0,46.6
|
||||||
Torino,23.0,51.3,14.0,154.0,1260.0,15.0,10.0,1.0,1.0,35.0,0.0,1.07,0.71,1.79,1.0,1.71,15.0,14.2,1.07,1.01,14.0,14.0,1260.0,16.0,1.14,55.0,39.0,74.5,6.0,2.0,6.0,3.0,21.4,2.0,2.0,0.0,0.0,14.0,0.0,1.0,0.0,16.8,0.27,0.8,0.06,97.0,335.0,29.0,507.0,55.0,46.9,40.2,102.0,95.1,73.0,160.0,11.0,6.9,24.0,1.71,17.7,56.0,3.0,34.1,4.0,0.09,0.25,0.09,0.0,-0.2,5211.0,6644.0,78.4,95007.0,32240.0,2282.0,2606.0,87.6,2223.0,2580.0,86.2,565.0,1089.0,51.9,136.0,416.0,95.0,30.0,322.0,5987.0,624.0,159.0,9.0,54.0,212.0,59.0,22.0,23.0,0.0,268.0,33.0,114.0,307.0,21.93,238.0,18.0,15.0,16.0,8.0,25.0,1.79,18.0,1.0,2.0,2.0,2.0,0.0,190.0,105.0,88.0,73.0,29.0,80.0,120.0,66.7,40.0,135.0,40.0,95.0,129.0,216.0,3.0,8078.0,812.0,2486.0,3657.0,2020.0,269.0,8077.0,92.0,227.0,40.5,5144.0,235.0,139.0,0.0,209.0,137.0,33.0,1.0,2.0,0.0,735.0,215.0,228.0,48.5
|
Torino,23.0,52.8,19.0,209.0,1710.0,19.0,14.0,1.0,1.0,46.0,0.0,1.0,0.74,1.74,0.95,1.68,20.0,19.2,1.05,1.01,19.0,19.0,1710.0,20.0,1.05,75.0,55.0,77.3,7.0,5.0,7.0,4.0,21.1,4.0,3.0,0.0,1.0,19.0,0.0,2.0,0.0,20.3,0.24,0.3,0.02,138.0,493.0,28.0,746.0,85.0,48.1,40.8,142.0,94.4,72.1,232.0,18.0,7.8,33.0,1.74,16.5,76.0,3.0,33.6,4.0,0.08,0.24,0.09,-1.0,-1.2,7357.0,9405.0,78.2,133404.0,45409.0,3177.0,3630.0,87.5,3230.0,3745.0,86.2,748.0,1506.0,49.7,187.0,581.0,130.0,41.0,446.0,8486.0,873.0,224.0,11.0,67.0,302.0,82.0,29.0,34.0,1.0,380.0,46.0,160.0,413.0,21.74,329.0,28.0,18.0,20.0,10.0,33.0,1.74,26.0,1.0,2.0,2.0,2.0,0.0,248.0,140.0,117.0,98.0,33.0,103.0,154.0,66.9,51.0,173.0,57.0,116.0,163.0,298.0,6.0,11338.0,1119.0,3483.0,5183.0,2781.0,371.0,11337.0,110.0,290.0,37.9,7263.0,323.0,181.0,0.0,277.0,195.0,46.0,1.0,4.0,0.0,1002.0,295.0,323.0,47.7
|
||||||
Udinese,22.0,50.6,14.0,154.0,1260.0,21.0,19.0,0.0,0.0,34.0,1.0,1.5,1.36,2.86,1.5,2.86,18.5,18.5,1.32,1.32,14.0,14.0,1260.0,14.0,1.0,51.0,37.0,76.5,6.0,6.0,2.0,5.0,35.7,2.0,2.0,0.0,0.0,14.0,1.0,0.0,0.0,16.0,0.28,2.0,0.14,59.0,148.0,39.9,287.0,57.0,35.9,34.4,110.0,40.9,38.2,194.0,4.0,2.1,5.0,0.36,11.3,54.0,11.0,28.1,3.86,0.11,0.39,0.1,2.5,2.5,5141.0,6454.0,79.7,92683.0,35189.0,2257.0,2582.0,87.4,2107.0,2461.0,85.6,602.0,1011.0,59.5,147.0,411.0,127.0,16.0,425.0,5739.0,687.0,181.0,10.0,76.0,177.0,62.0,31.0,13.0,0.0,305.0,28.0,116.0,333.0,23.79,244.0,27.0,18.0,14.0,22.0,36.0,2.57,29.0,3.0,1.0,0.0,3.0,0.0,242.0,143.0,130.0,92.0,20.0,115.0,200.0,57.5,85.0,143.0,46.0,97.0,120.0,266.0,2.0,8045.0,836.0,2632.0,3449.0,2057.0,358.0,8045.0,91.0,248.0,36.7,5060.0,248.0,128.0,0.0,166.0,166.0,28.0,0.0,2.0,0.0,735.0,187.0,142.0,56.8
|
Udinese,22.0,50.1,19.0,209.0,1710.0,26.0,22.0,0.0,0.0,43.0,1.0,1.37,1.16,2.53,1.37,2.53,24.9,24.9,1.31,1.31,19.0,19.0,1710.0,21.0,1.11,64.0,43.0,70.3,7.0,7.0,5.0,6.0,31.6,2.0,2.0,0.0,0.0,19.0,1.0,2.0,0.0,22.1,0.32,1.1,0.06,76.0,200.0,38.0,406.0,72.0,34.2,33.5,153.0,39.9,36.8,253.0,4.0,1.6,9.0,0.47,13.5,73.0,15.0,27.2,3.84,0.1,0.36,0.09,1.1,1.1,6944.0,8719.0,79.6,125991.0,47852.0,3041.0,3468.0,87.7,2853.0,3330.0,85.7,829.0,1397.0,59.3,200.0,562.0,163.0,28.0,572.0,7742.0,944.0,262.0,15.0,114.0,286.0,89.0,40.0,25.0,0.0,399.0,33.0,168.0,469.0,24.68,340.0,41.0,26.0,24.0,32.0,45.0,2.37,37.0,3.0,1.0,0.0,3.0,1.0,323.0,188.0,175.0,118.0,30.0,158.0,266.0,59.4,108.0,206.0,64.0,142.0,151.0,368.0,2.0,10898.0,1148.0,3535.0,4680.0,2793.0,476.0,10898.0,118.0,341.0,34.6,6845.0,318.0,188.0,0.0,234.0,238.0,33.0,0.0,2.0,0.0,989.0,237.0,189.0,55.6
|
||||||
|
|||||||
|
+20
-20
@@ -1,21 +1,21 @@
|
|||||||
team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_dribbles,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_dribbles,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,dribble_tackles,dribbles_vs,dribble_tackles_pct,dribbled_past,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,dribbles_completed,dribbles,dribbles_completed_pct,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
|
team,players_used,possession,games,games_starts,minutes,goals,assists,pens_made,pens_att,cards_yellow,cards_red,goals_per90,assists_per90,goals_assists_per90,goals_pens_per90,goals_assists_pens_per90,xg,npxg,xg_per90,npxg_per90,gk_games,gk_games_starts,gk_minutes,gk_goals_against,gk_goals_against_per90,gk_shots_on_target_against,gk_saves,gk_save_pct,gk_wins,gk_ties,gk_losses,gk_clean_sheets,gk_clean_sheets_pct,gk_pens_att,gk_pens_allowed,gk_pens_saved,gk_pens_missed,minutes_90s,gk_free_kick_goals_against,gk_corner_kick_goals_against,gk_own_goals_against,gk_psxg,gk_psnpxg_per_shot_on_target_against,gk_psxg_net,gk_psxg_net_per90,gk_passes_completed_launched,gk_passes_launched,gk_passes_pct_launched,gk_passes,gk_passes_throws,gk_pct_passes_launched,gk_passes_length_avg,gk_goal_kicks,gk_pct_goal_kicks_launched,gk_goal_kick_length_avg,gk_crosses,gk_crosses_stopped,gk_crosses_stopped_pct,gk_def_actions_outside_pen_area,gk_def_actions_outside_pen_area_per90,gk_avg_distance_def_actions,shots_on_target,shots_free_kicks,shots_on_target_pct,shots_on_target_per90,goals_per_shot,goals_per_shot_on_target,npxg_per_shot,xg_net,npxg_net,passes_completed,passes,passes_pct,passes_total_distance,passes_progressive_distance,passes_completed_short,passes_short,passes_pct_short,passes_completed_medium,passes_medium,passes_pct_medium,passes_completed_long,passes_long,passes_pct_long,assisted_shots,passes_into_final_third,passes_into_penalty_area,crosses_into_penalty_area,progressive_passes,passes_live,passes_dead,passes_free_kicks,through_balls,passes_switches,crosses,corner_kicks,corner_kicks_in,corner_kicks_out,corner_kicks_straight,throw_ins,passes_offsides,passes_blocked,sca,sca_per90,sca_passes_live,sca_passes_dead,sca_dribbles,sca_shots,sca_fouled,gca,gca_per90,gca_passes_live,gca_passes_dead,gca_dribbles,gca_shots,gca_fouled,gca_defense,tackles,tackles_won,tackles_def_3rd,tackles_mid_3rd,tackles_att_3rd,dribble_tackles,dribbles_vs,dribble_tackles_pct,dribbled_past,blocks,blocked_shots,blocked_passes,interceptions,clearances,errors,touches,touches_def_pen_area,touches_def_3rd,touches_mid_3rd,touches_att_3rd,touches_att_pen_area,touches_live_ball,dribbles_completed,dribbles,dribbles_completed_pct,passes_received,miscontrols,dispossessed,cards_yellow_red,fouls,fouled,offsides,pens_won,pens_conceded,own_goals,ball_recoveries,aerials_won,aerials_lost,aerials_won_pct
|
||||||
vs Atalanta,23.0,53.6,14.0,154.0,1260.0,12.0,9.0,0.0,0.0,33.0,0.0,0.86,0.64,1.5,0.86,1.5,13.4,13.4,0.95,0.95,14.0,14.0,1260.0,20.0,1.43,58.0,38.0,72.4,3.0,3.0,8.0,1.0,7.1,5.0,4.0,1.0,0.0,14.0,0.0,0.0,1.0,20.2,0.27,1.2,0.09,62.0,199.0,31.2,513.0,73.0,33.7,34.5,88.0,29.5,33.6,150.0,8.0,5.3,20.0,1.43,15.1,50.0,5.0,28.9,3.57,0.07,0.24,0.08,-1.4,-1.4,5794.0,7320.0,79.2,102160.0,37519.0,2565.0,2902.0,88.4,2383.0,2805.0,85.0,641.0,1155.0,55.5,131.0,402.0,114.0,26.0,405.0,6566.0,735.0,197.0,12.0,47.0,224.0,64.0,10.0,31.0,0.0,332.0,19.0,131.0,309.0,22.07,233.0,28.0,13.0,12.0,13.0,23.0,1.64,15.0,1.0,2.0,2.0,1.0,2.0,246.0,141.0,128.0,83.0,35.0,113.0,194.0,58.2,81.0,146.0,47.0,99.0,147.0,204.0,2.0,8856.0,910.0,2972.0,4029.0,1957.0,293.0,8856.0,108.0,264.0,40.9,5682.0,255.0,119.0,0.0,150.0,168.0,19.0,0.0,5.0,1.0,834.0,181.0,211.0,46.2
|
vs Atalanta,24.0,51.6,19.0,209.0,1710.0,22.0,16.0,1.0,1.0,43.0,0.0,1.16,0.84,2.0,1.11,1.95,20.5,19.7,1.08,1.04,19.0,19.0,1710.0,37.0,1.95,88.0,50.0,64.8,4.0,5.0,10.0,1.0,5.3,8.0,6.0,2.0,0.0,19.0,0.0,2.0,1.0,32.4,0.28,-3.6,-0.19,94.0,289.0,32.5,681.0,96.0,35.5,34.7,129.0,36.4,36.3,226.0,10.0,4.4,26.0,1.37,15.5,68.0,6.0,30.0,3.58,0.09,0.31,0.09,1.5,1.3,7636.0,9720.0,78.6,135321.0,50211.0,3381.0,3844.0,88.0,3141.0,3722.0,84.4,848.0,1546.0,54.9,173.0,554.0,147.0,39.0,528.0,8718.0,977.0,251.0,15.0,60.0,307.0,83.0,18.0,35.0,0.0,435.0,25.0,176.0,403.0,21.21,309.0,34.0,16.0,18.0,19.0,40.0,2.11,30.0,2.0,3.0,2.0,3.0,0.0,345.0,205.0,186.0,118.0,41.0,151.0,261.0,57.9,110.0,211.0,70.0,141.0,192.0,309.0,4.0,11842.0,1296.0,4092.0,5295.0,2589.0,375.0,11841.0,129.0,332.0,38.9,7497.0,343.0,167.0,0.0,209.0,218.0,25.0,1.0,8.0,1.0,1165.0,239.0,279.0,46.1
|
||||||
vs Bologna,23.0,48.9,14.0,154.0,1260.0,23.0,13.0,3.0,3.0,33.0,2.0,1.64,0.93,2.57,1.43,2.36,19.9,17.7,1.42,1.26,14.0,14.0,1258.0,17.0,1.22,51.0,34.0,72.5,5.0,4.0,4.0,3.0,21.4,3.0,3.0,0.0,0.0,14.0,0.0,1.0,0.0,15.6,0.25,-1.4,-0.1,68.0,195.0,34.9,347.0,64.0,40.3,35.9,91.0,60.4,48.8,164.0,9.0,5.5,21.0,1.5,17.5,65.0,1.0,32.8,4.64,0.1,0.31,0.09,3.1,2.3,4885.0,6297.0,77.6,87148.0,33009.0,2212.0,2538.0,87.2,1957.0,2347.0,83.4,567.0,1011.0,56.1,156.0,418.0,114.0,33.0,369.0,5559.0,714.0,187.0,14.0,53.0,273.0,73.0,21.0,42.0,0.0,309.0,24.0,123.0,342.0,24.43,237.0,37.0,18.0,28.0,10.0,37.0,2.64,24.0,1.0,1.0,5.0,3.0,3.0,197.0,107.0,77.0,84.0,36.0,87.0,152.0,57.2,65.0,177.0,31.0,146.0,107.0,202.0,5.0,7703.0,715.0,2125.0,3498.0,2157.0,325.0,7700.0,84.0,212.0,39.6,4822.0,235.0,128.0,1.0,182.0,158.0,24.0,2.0,3.0,0.0,731.0,165.0,123.0,57.3
|
vs Bologna,24.0,47.4,20.0,220.0,1800.0,28.0,16.0,5.0,5.0,45.0,2.0,1.4,0.8,2.2,1.15,1.95,26.6,22.9,1.33,1.14,20.0,20.0,1798.0,26.0,1.3,75.0,50.0,69.3,7.0,5.0,7.0,4.0,20.0,3.0,3.0,0.0,0.0,20.0,0.0,3.0,1.0,21.4,0.25,-3.6,-0.18,105.0,296.0,35.5,499.0,94.0,41.7,35.9,149.0,59.1,46.9,234.0,14.0,6.0,29.0,1.45,16.6,83.0,3.0,31.8,4.15,0.09,0.28,0.09,1.4,0.1,6903.0,8977.0,76.9,122577.0,46614.0,3119.0,3607.0,86.5,2762.0,3317.0,83.3,785.0,1450.0,54.1,197.0,572.0,146.0,45.0,526.0,7914.0,1030.0,271.0,19.0,71.0,371.0,94.0,31.0,53.0,0.0,445.0,33.0,182.0,451.0,22.55,323.0,44.0,23.0,37.0,17.0,45.0,2.25,33.0,1.0,1.0,5.0,4.0,1.0,281.0,157.0,127.0,113.0,41.0,118.0,210.0,56.2,92.0,248.0,54.0,194.0,170.0,314.0,7.0,11029.0,1085.0,3284.0,4961.0,2897.0,420.0,11024.0,114.0,311.0,36.7,6820.0,317.0,189.0,1.0,252.0,229.0,33.0,3.0,3.0,1.0,1081.0,224.0,180.0,55.4
|
||||||
vs Cremonese,27.0,56.8,14.0,154.0,1260.0,24.0,16.0,3.0,3.0,22.0,0.0,1.71,1.14,2.86,1.5,2.64,25.2,22.9,1.8,1.63,14.0,14.0,1260.0,11.0,0.79,45.0,32.0,77.8,7.0,7.0,0.0,6.0,42.9,3.0,1.0,2.0,0.0,14.0,0.0,2.0,0.0,12.7,0.22,1.7,0.12,57.0,151.0,37.7,400.0,77.0,28.3,32.8,125.0,30.4,33.8,212.0,12.0,5.7,15.0,1.07,14.0,81.0,10.0,37.2,5.79,0.1,0.26,0.11,-1.2,-1.9,5698.0,7173.0,79.4,105943.0,39843.0,2473.0,2859.0,86.5,2327.0,2756.0,84.4,771.0,1218.0,63.3,163.0,421.0,125.0,26.0,462.0,6425.0,729.0,215.0,15.0,76.0,220.0,56.0,21.0,28.0,0.0,294.0,19.0,128.0,383.0,27.36,261.0,41.0,17.0,32.0,24.0,44.0,3.14,29.0,2.0,4.0,6.0,3.0,0.0,187.0,107.0,87.0,73.0,27.0,81.0,148.0,54.7,67.0,155.0,51.0,104.0,121.0,279.0,7.0,8755.0,945.0,2887.0,3745.0,2222.0,341.0,8752.0,100.0,288.0,34.7,5618.0,220.0,143.0,0.0,145.0,188.0,19.0,2.0,3.0,0.0,744.0,242.0,184.0,56.8
|
vs Cremonese,29.0,56.0,19.0,209.0,1710.0,32.0,20.0,4.0,4.0,35.0,0.0,1.68,1.05,2.74,1.47,2.53,33.8,30.7,1.78,1.62,19.0,19.0,1710.0,14.0,0.74,67.0,51.0,82.1,11.0,8.0,0.0,9.0,47.4,4.0,2.0,2.0,0.0,19.0,0.0,2.0,0.0,17.1,0.2,3.1,0.16,81.0,214.0,37.9,500.0,97.0,31.6,34.3,161.0,34.8,35.6,298.0,18.0,6.0,19.0,1.0,14.0,109.0,15.0,38.0,5.74,0.1,0.26,0.11,-1.8,-2.7,7664.0,9712.0,78.9,141538.0,53610.0,3364.0,3889.0,86.5,3104.0,3700.0,83.9,1005.0,1625.0,61.8,216.0,574.0,152.0,35.0,606.0,8686.0,997.0,281.0,18.0,102.0,290.0,77.0,29.0,39.0,0.0,430.0,29.0,176.0,518.0,27.26,354.0,55.0,27.0,39.0,32.0,57.0,3.0,35.0,3.0,5.0,8.0,5.0,1.0,283.0,167.0,144.0,99.0,40.0,121.0,205.0,59.0,84.0,216.0,70.0,146.0,166.0,432.0,8.0,11968.0,1282.0,3998.0,5141.0,2954.0,429.0,11964.0,133.0,377.0,35.3,7567.0,321.0,194.0,0.0,205.0,247.0,29.0,3.0,4.0,0.0,1052.0,348.0,267.0,56.6
|
||||||
vs Empoli,25.0,54.0,14.0,154.0,1260.0,19.0,14.0,1.0,3.0,27.0,1.0,1.36,1.0,2.36,1.29,2.29,23.7,21.3,1.69,1.52,14.0,14.0,1260.0,10.0,0.71,47.0,37.0,78.7,6.0,5.0,3.0,5.0,35.7,0.0,0.0,0.0,0.0,14.0,1.0,0.0,0.0,9.7,0.22,-0.3,-0.02,61.0,137.0,44.5,355.0,62.0,29.3,33.3,83.0,39.8,37.3,174.0,4.0,2.3,10.0,0.71,14.8,60.0,10.0,27.6,4.29,0.08,0.3,0.1,-4.7,-3.3,5426.0,6801.0,79.8,101512.0,35508.0,2389.0,2717.0,87.9,2088.0,2501.0,83.5,795.0,1218.0,65.3,160.0,457.0,149.0,50.0,411.0,6064.0,709.0,164.0,11.0,127.0,360.0,87.0,23.0,41.0,1.0,337.0,28.0,107.0,379.0,27.07,277.0,32.0,10.0,24.0,20.0,33.0,2.36,27.0,3.0,1.0,1.0,1.0,0.0,256.0,136.0,109.0,112.0,35.0,114.0,192.0,59.4,78.0,173.0,54.0,119.0,125.0,220.0,4.0,8321.0,757.0,2420.0,3470.0,2515.0,369.0,8318.0,72.0,216.0,33.3,5366.0,222.0,146.0,0.0,176.0,151.0,28.0,2.0,0.0,0.0,723.0,163.0,135.0,54.7
|
vs Empoli,26.0,53.7,19.0,209.0,1710.0,22.0,16.0,1.0,3.0,45.0,2.0,1.16,0.84,2.0,1.11,1.95,30.2,27.8,1.59,1.46,19.0,19.0,1710.0,17.0,0.89,69.0,52.0,75.4,6.0,7.0,6.0,5.0,26.3,0.0,0.0,0.0,0.0,19.0,1.0,2.0,0.0,14.7,0.22,-2.3,-0.12,80.0,185.0,43.2,501.0,90.0,29.1,32.7,115.0,33.9,35.2,209.0,6.0,2.9,13.0,0.68,14.7,80.0,12.0,26.0,4.21,0.07,0.26,0.09,-8.2,-6.8,7580.0,9462.0,80.1,140545.0,49669.0,3342.0,3791.0,88.2,2987.0,3542.0,84.3,1053.0,1637.0,64.3,224.0,609.0,198.0,70.0,601.0,8487.0,944.0,232.0,14.0,168.0,511.0,119.0,38.0,52.0,1.0,428.0,31.0,161.0,534.0,28.11,402.0,46.0,12.0,37.0,25.0,39.0,2.05,29.0,5.0,1.0,3.0,1.0,0.0,361.0,195.0,155.0,153.0,53.0,160.0,261.0,61.3,101.0,237.0,67.0,170.0,163.0,271.0,6.0,11509.0,1020.0,3312.0,4929.0,3372.0,506.0,11506.0,88.0,279.0,31.5,7496.0,296.0,199.0,1.0,251.0,214.0,31.0,2.0,0.0,0.0,999.0,217.0,189.0,53.4
|
||||||
vs Fiorentina,25.0,41.3,14.0,154.0,1260.0,18.0,13.0,1.0,1.0,34.0,4.0,1.29,0.93,2.21,1.21,2.14,15.5,14.7,1.11,1.05,14.0,14.0,1260.0,17.0,1.21,68.0,49.0,76.5,5.0,4.0,5.0,5.0,35.7,3.0,1.0,2.0,0.0,14.0,0.0,4.0,0.0,17.8,0.22,0.8,0.06,97.0,298.0,32.6,477.0,68.0,45.3,37.9,115.0,71.3,53.4,248.0,12.0,4.8,12.0,0.86,13.9,45.0,4.0,36.6,3.21,0.14,0.38,0.12,2.5,2.3,3836.0,5199.0,73.8,72163.0,29778.0,1589.0,1871.0,84.9,1658.0,2010.0,82.5,472.0,978.0,48.3,94.0,255.0,80.0,23.0,273.0,4489.0,675.0,200.0,22.0,44.0,171.0,41.0,15.0,21.0,0.0,270.0,35.0,105.0,216.0,15.43,154.0,21.0,15.0,8.0,11.0,28.0,2.0,21.0,1.0,1.0,2.0,2.0,1.0,233.0,121.0,128.0,82.0,23.0,113.0,196.0,57.7,83.0,167.0,67.0,100.0,123.0,303.0,3.0,6696.0,1101.0,2982.0,2515.0,1304.0,227.0,6695.0,67.0,212.0,31.6,3749.0,216.0,114.0,1.0,186.0,176.0,35.0,1.0,3.0,0.0,694.0,193.0,224.0,46.3
|
vs Fiorentina,27.0,42.8,19.0,209.0,1710.0,24.0,18.0,2.0,2.0,46.0,4.0,1.26,0.95,2.21,1.16,2.11,21.8,20.3,1.15,1.07,19.0,19.0,1710.0,21.0,1.11,89.0,66.0,78.7,8.0,5.0,6.0,7.0,36.8,4.0,2.0,2.0,0.0,19.0,0.0,4.0,0.0,22.5,0.22,1.5,0.08,126.0,392.0,32.1,651.0,98.0,43.9,37.6,157.0,67.5,50.8,338.0,17.0,5.0,14.0,0.74,12.5,60.0,5.0,33.5,3.16,0.12,0.37,0.12,2.2,1.7,5501.0,7350.0,74.8,103108.0,40808.0,2279.0,2658.0,85.7,2403.0,2889.0,83.2,669.0,1351.0,49.5,137.0,357.0,109.0,29.0,379.0,6397.0,901.0,261.0,24.0,67.0,230.0,58.0,18.0,34.0,0.0,361.0,52.0,140.0,308.0,16.21,224.0,29.0,19.0,19.0,12.0,41.0,2.16,32.0,2.0,1.0,3.0,2.0,1.0,322.0,176.0,178.0,117.0,27.0,139.0,249.0,55.8,110.0,216.0,90.0,126.0,164.0,403.0,6.0,9366.0,1502.0,4106.0,3617.0,1782.0,316.0,9364.0,88.0,277.0,31.8,5389.0,276.0,153.0,1.0,259.0,229.0,52.0,1.0,4.0,0.0,942.0,249.0,289.0,46.3
|
||||||
vs Hellas Verona,29.0,56.1,14.0,154.0,1260.0,26.0,25.0,0.0,1.0,30.0,3.0,1.86,1.79,3.64,1.86,3.64,21.1,20.3,1.51,1.45,14.0,14.0,1260.0,11.0,0.79,42.0,32.0,73.8,11.0,2.0,1.0,5.0,35.7,0.0,0.0,0.0,0.0,14.0,0.0,2.0,1.0,11.6,0.28,1.6,0.12,97.0,279.0,34.8,452.0,53.0,49.6,39.4,94.0,58.5,45.2,205.0,12.0,5.9,13.0,0.93,13.9,74.0,6.0,34.1,5.29,0.12,0.35,0.1,4.9,5.7,5102.0,6623.0,77.0,92728.0,37260.0,2241.0,2593.0,86.4,2132.0,2531.0,84.2,592.0,1148.0,51.6,173.0,419.0,129.0,29.0,390.0,5871.0,734.0,237.0,20.0,39.0,211.0,72.0,26.0,36.0,0.0,273.0,18.0,112.0,372.0,26.57,266.0,38.0,17.0,21.0,21.0,48.0,3.43,40.0,3.0,3.0,1.0,1.0,0.0,242.0,130.0,137.0,83.0,22.0,109.0,179.0,60.9,70.0,140.0,39.0,101.0,125.0,281.0,0.0,8224.0,935.0,2805.0,3601.0,1909.0,330.0,8223.0,71.0,196.0,36.2,4994.0,242.0,111.0,0.0,130.0,205.0,18.0,1.0,0.0,1.0,758.0,240.0,229.0,51.2
|
vs Hellas Verona,29.0,56.6,19.0,209.0,1710.0,30.0,28.0,0.0,1.0,39.0,3.0,1.58,1.47,3.05,1.58,3.05,24.5,23.8,1.29,1.25,19.0,19.0,1710.0,17.0,0.89,58.0,42.0,70.7,12.0,3.0,3.0,6.0,31.6,0.0,0.0,0.0,0.0,19.0,0.0,3.0,1.0,16.2,0.28,0.2,0.01,141.0,411.0,34.3,658.0,69.0,50.3,39.6,124.0,64.5,48.5,266.0,14.0,5.3,22.0,1.16,15.6,97.0,6.0,35.1,5.11,0.11,0.31,0.09,5.5,6.2,7053.0,9245.0,76.3,128810.0,51581.0,3032.0,3532.0,85.8,3029.0,3621.0,83.7,807.0,1608.0,50.2,214.0,582.0,162.0,43.0,544.0,8197.0,1026.0,319.0,21.0,55.0,315.0,100.0,35.0,50.0,0.0,403.0,22.0,157.0,472.0,24.84,344.0,50.0,21.0,27.0,24.0,55.0,2.89,45.0,4.0,3.0,2.0,1.0,0.0,329.0,171.0,182.0,113.0,34.0,156.0,250.0,62.4,94.0,190.0,51.0,139.0,149.0,367.0,0.0,11394.0,1247.0,3826.0,5078.0,2598.0,436.0,11393.0,93.0,266.0,35.0,6917.0,339.0,161.0,0.0,192.0,276.0,22.0,1.0,0.0,1.0,1038.0,345.0,388.0,47.1
|
||||||
vs Inter,23.0,45.4,14.0,154.0,1260.0,19.0,18.0,1.0,1.0,42.0,0.0,1.36,1.29,2.64,1.29,2.57,12.9,12.1,0.92,0.87,14.0,14.0,1260.0,31.0,2.21,81.0,50.0,64.2,5.0,0.0,9.0,1.0,7.1,2.0,2.0,0.0,0.0,14.0,2.0,4.0,0.0,27.5,0.33,-3.5,-0.25,54.0,188.0,28.7,362.0,67.0,33.4,35.7,118.0,56.8,45.7,235.0,14.0,6.0,9.0,0.64,11.5,54.0,10.0,35.3,3.86,0.12,0.33,0.08,6.1,5.9,4992.0,6232.0,80.1,91022.0,31816.0,2159.0,2428.0,88.9,2167.0,2476.0,87.5,563.0,1017.0,55.4,117.0,374.0,92.0,29.0,332.0,5566.0,652.0,178.0,4.0,52.0,195.0,53.0,20.0,26.0,0.0,246.0,14.0,112.0,269.0,19.21,204.0,19.0,7.0,15.0,18.0,34.0,2.43,25.0,5.0,0.0,1.0,3.0,0.0,176.0,92.0,75.0,70.0,31.0,82.0,139.0,59.0,57.0,119.0,46.0,73.0,137.0,266.0,4.0,7545.0,916.0,2602.0,3452.0,1570.0,224.0,7544.0,59.0,159.0,37.1,4925.0,175.0,103.0,0.0,182.0,154.0,14.0,1.0,2.0,0.0,596.0,126.0,172.0,42.3
|
vs Inter,23.0,47.1,19.0,209.0,1710.0,23.0,20.0,2.0,2.0,50.0,0.0,1.21,1.05,2.26,1.11,2.16,18.2,16.6,0.96,0.87,19.0,19.0,1710.0,38.0,2.0,92.0,55.0,60.9,6.0,1.0,12.0,2.0,10.5,2.0,2.0,0.0,0.0,19.0,2.0,4.0,1.0,32.4,0.34,-4.6,-0.24,84.0,254.0,33.1,509.0,87.0,33.0,35.1,155.0,55.5,45.3,316.0,14.0,4.4,13.0,0.68,12.5,75.0,13.0,35.5,3.95,0.1,0.28,0.08,4.8,4.4,7132.0,8879.0,80.3,130397.0,45572.0,3061.0,3438.0,89.0,3111.0,3557.0,87.5,812.0,1419.0,57.2,164.0,525.0,136.0,44.0,475.0,7940.0,921.0,248.0,5.0,74.0,281.0,72.0,28.0,36.0,0.0,372.0,18.0,168.0,376.0,19.79,290.0,29.0,9.0,20.0,22.0,41.0,2.16,30.0,5.0,0.0,2.0,4.0,0.0,241.0,130.0,108.0,95.0,38.0,107.0,176.0,60.8,69.0,156.0,59.0,97.0,174.0,364.0,5.0,10718.0,1250.0,3640.0,4913.0,2265.0,323.0,10716.0,88.0,244.0,36.1,7053.0,263.0,155.0,0.0,242.0,214.0,18.0,2.0,2.0,1.0,869.0,198.0,232.0,46.0
|
||||||
vs Juventus,26.0,49.5,14.0,154.0,1260.0,7.0,5.0,1.0,2.0,33.0,1.0,0.5,0.36,0.86,0.43,0.79,16.1,14.6,1.15,1.04,14.0,14.0,1260.0,21.0,1.5,59.0,37.0,66.1,2.0,4.0,8.0,3.0,21.4,2.0,1.0,1.0,0.0,14.0,2.0,4.0,0.0,17.7,0.27,-3.3,-0.23,67.0,163.0,41.1,314.0,55.0,35.4,33.5,106.0,49.1,42.0,188.0,6.0,3.2,13.0,0.93,15.9,40.0,5.0,22.2,2.86,0.03,0.15,0.08,-9.1,-8.6,5485.0,6779.0,80.9,98239.0,32285.0,2511.0,2797.0,89.8,2255.0,2642.0,85.4,605.0,1007.0,60.1,135.0,448.0,92.0,28.0,336.0,6068.0,690.0,183.0,9.0,61.0,256.0,70.0,24.0,34.0,0.0,290.0,21.0,115.0,310.0,22.14,252.0,18.0,10.0,15.0,9.0,11.0,0.79,6.0,1.0,2.0,2.0,0.0,0.0,191.0,108.0,79.0,82.0,30.0,76.0,147.0,51.7,71.0,120.0,43.0,77.0,126.0,223.0,4.0,8109.0,812.0,2352.0,3806.0,2043.0,232.0,8107.0,67.0,186.0,36.0,5414.0,209.0,106.0,0.0,161.0,156.0,21.0,0.0,2.0,0.0,674.0,184.0,166.0,52.6
|
vs Juventus,26.0,50.5,19.0,209.0,1710.0,15.0,12.0,1.0,2.0,43.0,1.0,0.79,0.63,1.42,0.74,1.37,21.0,19.5,1.11,1.03,19.0,19.0,1710.0,30.0,1.58,90.0,59.0,68.9,3.0,5.0,11.0,3.0,15.8,3.0,2.0,1.0,0.0,19.0,3.0,5.0,0.0,26.4,0.27,-3.6,-0.19,83.0,206.0,40.3,441.0,81.0,32.2,32.7,136.0,47.1,40.6,257.0,6.0,2.3,15.0,0.79,15.9,63.0,6.0,26.0,3.32,0.06,0.22,0.08,-6.0,-5.5,7802.0,9571.0,81.5,136125.0,45549.0,3730.0,4136.0,90.2,3099.0,3637.0,85.2,803.0,1335.0,60.1,182.0,655.0,134.0,35.0,479.0,8625.0,921.0,245.0,12.0,78.0,334.0,89.0,32.0,42.0,0.0,386.0,25.0,160.0,412.0,21.68,333.0,26.0,15.0,22.0,12.0,26.0,1.37,17.0,2.0,2.0,4.0,0.0,1.0,281.0,156.0,130.0,109.0,42.0,116.0,220.0,52.7,104.0,174.0,57.0,117.0,177.0,312.0,6.0,11439.0,1150.0,3325.0,5314.0,2926.0,333.0,11437.0,91.0,272.0,33.5,7712.0,281.0,166.0,0.0,210.0,210.0,25.0,0.0,3.0,0.0,947.0,230.0,230.0,50.0
|
||||||
vs Lazio,21.0,50.0,14.0,154.0,1260.0,8.0,7.0,1.0,1.0,33.0,2.0,0.57,0.5,1.07,0.5,1.0,15.6,14.8,1.11,1.06,14.0,14.0,1260.0,26.0,1.86,66.0,41.0,62.1,2.0,3.0,9.0,2.0,14.3,2.0,1.0,0.0,1.0,14.0,0.0,1.0,1.0,22.0,0.32,-3.0,-0.21,51.0,130.0,39.2,443.0,73.0,24.8,29.8,78.0,25.6,29.8,135.0,7.0,5.2,20.0,1.43,14.5,38.0,3.0,21.5,2.71,0.04,0.18,0.08,-7.6,-7.8,5926.0,7208.0,82.2,111826.0,36426.0,2362.0,2643.0,89.4,2765.0,3086.0,89.6,688.0,1139.0,60.4,133.0,441.0,121.0,38.0,367.0,6557.0,616.0,145.0,13.0,81.0,269.0,73.0,33.0,28.0,0.0,276.0,35.0,124.0,308.0,22.0,223.0,32.0,18.0,15.0,14.0,16.0,1.14,11.0,1.0,0.0,1.0,2.0,1.0,200.0,109.0,81.0,86.0,33.0,88.0,171.0,51.5,83.0,124.0,29.0,95.0,111.0,181.0,7.0,8518.0,972.0,3126.0,3689.0,1809.0,304.0,8517.0,93.0,223.0,41.7,5862.0,216.0,106.0,2.0,197.0,124.0,35.0,1.0,2.0,1.0,746.0,151.0,126.0,54.5
|
vs Lazio,21.0,48.8,19.0,209.0,1710.0,15.0,11.0,1.0,1.0,46.0,2.0,0.79,0.58,1.37,0.74,1.32,20.5,19.7,1.08,1.04,19.0,19.0,1710.0,35.0,1.84,83.0,49.0,61.4,4.0,4.0,11.0,3.0,15.8,4.0,3.0,0.0,1.0,19.0,0.0,2.0,1.0,29.9,0.33,-4.1,-0.21,72.0,188.0,38.3,608.0,92.0,25.2,29.9,111.0,31.5,32.2,180.0,9.0,5.0,27.0,1.42,14.7,58.0,4.0,25.4,3.05,0.06,0.24,0.09,-5.5,-5.7,8019.0,9787.0,81.9,150347.0,49072.0,3230.0,3615.0,89.3,3688.0,4131.0,89.3,943.0,1557.0,60.6,171.0,567.0,158.0,48.0,495.0,8886.0,859.0,215.0,17.0,109.0,342.0,93.0,41.0,31.0,0.0,377.0,42.0,175.0,394.0,20.74,282.0,42.0,24.0,21.0,17.0,27.0,1.42,18.0,2.0,1.0,3.0,2.0,1.0,288.0,154.0,111.0,132.0,45.0,122.0,228.0,53.5,106.0,170.0,46.0,124.0,168.0,243.0,8.0,11597.0,1314.0,4299.0,5022.0,2403.0,387.0,11596.0,120.0,301.0,39.9,7937.0,278.0,167.0,2.0,261.0,185.0,42.0,1.0,4.0,1.0,1021.0,183.0,181.0,50.3
|
||||||
vs Lecce,24.0,59.3,14.0,154.0,1260.0,16.0,10.0,3.0,3.0,37.0,0.0,1.14,0.71,1.86,0.93,1.64,18.1,15.7,1.29,1.12,14.0,14.0,1260.0,12.0,0.86,37.0,24.0,70.3,6.0,6.0,2.0,4.0,28.6,2.0,1.0,1.0,0.0,14.0,0.0,2.0,0.0,12.2,0.28,0.2,0.02,55.0,153.0,35.9,408.0,81.0,28.2,31.5,89.0,42.7,39.4,172.0,14.0,8.1,10.0,0.71,14.6,62.0,5.0,36.0,4.43,0.08,0.21,0.09,-2.1,-2.7,5990.0,7540.0,79.4,108888.0,38010.0,2551.0,2924.0,87.2,2652.0,3040.0,87.2,637.0,1154.0,55.2,133.0,491.0,120.0,33.0,410.0,6713.0,800.0,212.0,21.0,61.0,289.0,88.0,25.0,52.0,0.0,366.0,27.0,146.0,304.0,21.71,228.0,22.0,10.0,20.0,14.0,27.0,1.93,17.0,1.0,1.0,3.0,4.0,1.0,210.0,120.0,98.0,89.0,23.0,84.0,160.0,52.5,76.0,110.0,31.0,79.0,118.0,245.0,2.0,8968.0,789.0,2703.0,4205.0,2149.0,308.0,8965.0,95.0,223.0,42.6,5897.0,244.0,153.0,0.0,184.0,184.0,27.0,3.0,2.0,0.0,703.0,216.0,188.0,53.5
|
vs Lecce,26.0,57.6,20.0,220.0,1800.0,23.0,16.0,3.0,3.0,50.0,0.0,1.15,0.8,1.95,1.0,1.8,23.1,20.7,1.15,1.04,20.0,20.0,1800.0,19.0,0.95,58.0,39.0,69.0,8.0,8.0,4.0,6.0,30.0,2.0,1.0,1.0,0.0,20.0,0.0,3.0,1.0,17.4,0.27,-0.6,-0.03,107.0,277.0,38.6,588.0,105.0,35.0,33.9,130.0,54.6,43.8,264.0,19.0,7.2,20.0,1.0,15.7,83.0,7.0,35.5,4.15,0.09,0.24,0.09,-0.1,-0.7,8073.0,10453.0,77.2,145325.0,53783.0,3514.0,4114.0,85.4,3453.0,4060.0,85.0,868.0,1613.0,53.8,179.0,623.0,158.0,47.0,552.0,9226.0,1184.0,306.0,27.0,72.0,391.0,118.0,37.0,65.0,0.0,557.0,43.0,227.0,407.0,20.35,314.0,31.0,12.0,25.0,20.0,36.0,1.8,26.0,1.0,1.0,4.0,4.0,0.0,330.0,176.0,165.0,125.0,40.0,138.0,233.0,59.2,95.0,183.0,56.0,127.0,175.0,359.0,4.0,12590.0,1172.0,3970.0,5820.0,2930.0,432.0,12587.0,117.0,299.0,39.1,7949.0,354.0,227.0,0.0,263.0,265.0,43.0,3.0,2.0,1.0,1072.0,373.0,294.0,55.9
|
||||||
vs Milan,27.0,46.1,14.0,154.0,1260.0,14.0,11.0,1.0,2.0,47.0,0.0,1.0,0.79,1.79,0.93,1.71,14.0,12.4,1.0,0.89,14.0,14.0,1260.0,27.0,1.93,73.0,47.0,65.8,2.0,3.0,9.0,2.0,14.3,2.0,2.0,0.0,0.0,14.0,0.0,1.0,1.0,25.9,0.33,-0.1,-0.01,79.0,209.0,37.8,362.0,88.0,43.9,37.7,117.0,42.7,39.1,187.0,9.0,4.8,23.0,1.64,16.6,47.0,7.0,30.1,3.36,0.08,0.28,0.08,0.0,0.6,4459.0,5776.0,77.2,80029.0,33278.0,2033.0,2346.0,86.7,1759.0,2121.0,82.9,536.0,986.0,54.4,122.0,332.0,95.0,25.0,322.0,5089.0,672.0,174.0,8.0,77.0,170.0,51.0,21.0,24.0,0.0,273.0,15.0,104.0,279.0,19.93,196.0,29.0,4.0,21.0,22.0,25.0,1.79,17.0,2.0,0.0,1.0,4.0,1.0,212.0,115.0,116.0,78.0,18.0,102.0,212.0,48.1,110.0,169.0,63.0,106.0,106.0,265.0,6.0,7260.0,955.0,2668.0,3071.0,1599.0,213.0,7258.0,58.0,198.0,29.3,4400.0,249.0,139.0,0.0,164.0,161.0,15.0,2.0,2.0,1.0,690.0,168.0,205.0,45.0
|
vs Milan,27.0,45.5,19.0,209.0,1710.0,23.0,17.0,2.0,3.0,63.0,0.0,1.21,0.89,2.11,1.11,2.0,21.2,18.9,1.12,0.99,19.0,19.0,1710.0,35.0,1.84,98.0,65.0,66.3,3.0,5.0,11.0,3.0,15.8,2.0,2.0,0.0,0.0,19.0,0.0,2.0,2.0,33.7,0.33,0.7,0.04,100.0,281.0,35.6,477.0,108.0,43.6,37.4,148.0,49.3,41.8,244.0,12.0,4.9,28.0,1.47,15.8,62.0,9.0,29.1,3.26,0.1,0.34,0.09,1.8,2.1,5973.0,7766.0,76.9,106273.0,44050.0,2792.0,3223.0,86.6,2301.0,2791.0,82.4,706.0,1323.0,53.4,172.0,454.0,126.0,33.0,465.0,6841.0,905.0,250.0,12.0,102.0,249.0,79.0,38.0,27.0,0.0,357.0,20.0,131.0,385.0,20.26,287.0,37.0,7.0,25.0,26.0,41.0,2.16,29.0,4.0,0.0,3.0,5.0,0.0,316.0,179.0,168.0,119.0,29.0,148.0,293.0,50.5,145.0,229.0,82.0,147.0,156.0,353.0,8.0,9828.0,1241.0,3472.0,4251.0,2212.0,301.0,9825.0,82.0,271.0,30.3,5896.0,331.0,204.0,0.0,234.0,226.0,20.0,3.0,2.0,2.0,964.0,224.0,275.0,44.9
|
||||||
vs Monza,29.0,44.5,14.0,154.0,1260.0,21.0,17.0,0.0,0.0,26.0,2.0,1.5,1.21,2.71,1.5,2.71,18.0,18.0,1.28,1.28,14.0,14.0,1260.0,13.0,0.93,45.0,32.0,73.3,9.0,1.0,4.0,5.0,35.7,1.0,1.0,0.0,0.0,14.0,2.0,1.0,0.0,12.6,0.26,-0.4,-0.03,65.0,165.0,39.4,354.0,62.0,33.9,34.1,101.0,44.6,41.2,192.0,8.0,4.2,16.0,1.14,15.6,59.0,6.0,36.9,4.21,0.13,0.36,0.12,3.0,3.0,4767.0,6008.0,79.3,86283.0,33028.0,2155.0,2428.0,88.8,1889.0,2225.0,84.9,601.0,1023.0,58.7,133.0,367.0,100.0,23.0,342.0,5301.0,683.0,200.0,15.0,78.0,222.0,70.0,33.0,27.0,0.0,266.0,24.0,102.0,282.0,20.14,204.0,30.0,15.0,17.0,12.0,38.0,2.71,29.0,2.0,2.0,5.0,0.0,0.0,206.0,113.0,101.0,74.0,31.0,86.0,161.0,53.4,75.0,125.0,38.0,87.0,131.0,207.0,3.0,7360.0,828.0,2377.0,3330.0,1729.0,292.0,7360.0,83.0,201.0,41.3,4686.0,213.0,137.0,0.0,207.0,178.0,24.0,0.0,1.0,0.0,692.0,141.0,160.0,46.8
|
vs Monza,29.0,44.9,19.0,209.0,1710.0,27.0,21.0,0.0,0.0,36.0,3.0,1.42,1.11,2.53,1.42,2.53,23.6,23.6,1.24,1.24,19.0,19.0,1710.0,23.0,1.21,65.0,43.0,69.2,9.0,4.0,6.0,5.0,26.3,3.0,3.0,0.0,0.0,19.0,2.0,1.0,1.0,20.3,0.27,-1.7,-0.09,85.0,212.0,40.1,480.0,82.0,32.5,33.4,131.0,42.7,40.4,257.0,11.0,4.3,24.0,1.26,17.0,76.0,9.0,34.2,4.0,0.12,0.36,0.11,3.4,3.4,6483.0,8225.0,78.8,118198.0,45066.0,2870.0,3259.0,88.1,2627.0,3113.0,84.4,818.0,1395.0,58.6,182.0,529.0,145.0,37.0,476.0,7248.0,943.0,274.0,15.0,99.0,321.0,93.0,43.0,36.0,0.0,377.0,34.0,154.0,399.0,21.0,292.0,42.0,19.0,23.0,18.0,48.0,2.53,36.0,4.0,2.0,5.0,0.0,1.0,288.0,160.0,143.0,103.0,42.0,123.0,233.0,52.8,110.0,191.0,57.0,134.0,173.0,296.0,4.0,10152.0,1114.0,3223.0,4591.0,2437.0,388.0,10152.0,110.0,271.0,40.6,6382.0,315.0,178.0,1.0,279.0,242.0,34.0,0.0,3.0,1.0,958.0,197.0,215.0,47.8
|
||||||
vs Napoli,24.0,40.2,14.0,154.0,1260.0,10.0,6.0,1.0,2.0,44.0,2.0,0.71,0.43,1.14,0.64,1.07,11.6,10.1,0.83,0.72,14.0,14.0,1260.0,34.0,2.43,87.0,53.0,64.4,0.0,2.0,12.0,1.0,7.1,3.0,3.0,0.0,0.0,14.0,0.0,9.0,0.0,26.6,0.28,-7.4,-0.53,76.0,254.0,29.9,444.0,72.0,42.8,36.5,99.0,64.6,49.6,189.0,3.0,1.6,16.0,1.14,16.5,37.0,3.0,24.8,2.64,0.06,0.24,0.07,-1.6,-1.1,4383.0,5644.0,77.7,78102.0,28008.0,1974.0,2235.0,88.3,1866.0,2167.0,86.1,440.0,946.0,46.5,117.0,311.0,86.0,21.0,285.0,5006.0,620.0,141.0,10.0,36.0,184.0,60.0,33.0,21.0,0.0,237.0,18.0,119.0,266.0,19.0,192.0,28.0,8.0,18.0,9.0,16.0,1.14,11.0,0.0,1.0,4.0,0.0,0.0,282.0,165.0,152.0,103.0,27.0,140.0,238.0,58.8,98.0,167.0,76.0,91.0,116.0,242.0,1.0,7139.0,1034.0,2826.0,2871.0,1511.0,236.0,7137.0,74.0,190.0,38.9,4329.0,210.0,125.0,2.0,195.0,116.0,18.0,1.0,3.0,0.0,687.0,142.0,181.0,44.0
|
vs Napoli,24.0,38.7,19.0,209.0,1710.0,14.0,9.0,1.0,2.0,56.0,3.0,0.74,0.47,1.21,0.68,1.16,17.1,15.5,0.9,0.82,19.0,19.0,1710.0,46.0,2.42,116.0,69.0,63.8,1.0,2.0,16.0,2.0,10.5,5.0,4.0,1.0,0.0,19.0,0.0,10.0,0.0,36.9,0.28,-9.1,-0.48,116.0,345.0,33.6,564.0,91.0,45.4,37.1,142.0,62.7,47.5,254.0,6.0,2.4,16.0,0.84,15.5,48.0,4.0,25.3,2.53,0.07,0.27,0.08,-3.1,-2.5,5782.0,7494.0,77.2,103977.0,38529.0,2601.0,2971.0,87.5,2434.0,2856.0,85.2,615.0,1264.0,48.7,144.0,414.0,118.0,32.0,378.0,6616.0,851.0,206.0,12.0,59.0,251.0,78.0,41.0,27.0,0.0,325.0,27.0,157.0,331.0,17.42,245.0,33.0,12.0,20.0,11.0,24.0,1.26,18.0,0.0,1.0,4.0,0.0,1.0,376.0,218.0,199.0,132.0,45.0,189.0,324.0,58.3,135.0,227.0,91.0,136.0,161.0,341.0,2.0,9532.0,1377.0,3755.0,3899.0,1977.0,306.0,9530.0,93.0,249.0,37.3,5713.0,275.0,174.0,2.0,258.0,167.0,27.0,1.0,4.0,0.0,933.0,201.0,231.0,46.5
|
||||||
vs Roma,23.0,49.2,14.0,154.0,1260.0,13.0,9.0,0.0,0.0,48.0,3.0,0.93,0.64,1.57,0.93,1.57,9.7,9.7,0.69,0.69,14.0,14.0,1260.0,17.0,1.21,65.0,48.0,76.9,3.0,2.0,8.0,4.0,28.6,3.0,2.0,0.0,1.0,14.0,0.0,4.0,0.0,20.3,0.28,3.3,0.24,66.0,158.0,41.8,387.0,73.0,28.9,32.7,95.0,48.4,40.8,166.0,6.0,3.6,23.0,1.64,16.8,42.0,12.0,26.8,3.0,0.08,0.31,0.06,3.3,3.3,5228.0,6533.0,80.0,92085.0,35008.0,2382.0,2683.0,88.8,2128.0,2498.0,85.2,557.0,976.0,57.1,125.0,403.0,83.0,29.0,373.0,5880.0,646.0,180.0,4.0,52.0,227.0,53.0,21.0,21.0,0.0,269.0,7.0,122.0,288.0,20.57,205.0,32.0,9.0,10.0,22.0,19.0,1.36,17.0,0.0,0.0,1.0,1.0,0.0,244.0,145.0,117.0,92.0,35.0,127.0,219.0,58.0,92.0,142.0,51.0,91.0,121.0,203.0,5.0,7906.0,860.0,2478.0,3620.0,1887.0,196.0,7906.0,75.0,210.0,35.7,5157.0,186.0,146.0,0.0,198.0,157.0,7.0,0.0,3.0,0.0,709.0,142.0,159.0,47.2
|
vs Roma,25.0,50.6,19.0,209.0,1710.0,16.0,12.0,0.0,0.0,64.0,4.0,0.84,0.63,1.47,0.84,1.47,12.8,12.8,0.67,0.67,19.0,19.0,1710.0,25.0,1.32,83.0,58.0,73.5,3.0,4.0,11.0,4.0,21.1,5.0,3.0,0.0,2.0,19.0,0.0,5.0,0.0,27.1,0.29,2.1,0.11,82.0,225.0,36.4,550.0,93.0,29.1,32.9,123.0,52.8,42.8,209.0,10.0,4.8,29.0,1.53,16.4,52.0,14.0,25.4,2.74,0.08,0.31,0.06,3.2,3.2,7458.0,9256.0,80.6,131347.0,47149.0,3353.0,3787.0,88.5,3117.0,3619.0,86.1,767.0,1349.0,56.9,166.0,549.0,107.0,35.0,508.0,8362.0,884.0,246.0,7.0,73.0,292.0,72.0,29.0,30.0,0.0,375.0,10.0,170.0,366.0,19.26,270.0,43.0,10.0,15.0,25.0,25.0,1.32,21.0,1.0,0.0,2.0,1.0,0.0,339.0,205.0,146.0,143.0,50.0,166.0,274.0,60.6,108.0,194.0,69.0,125.0,154.0,271.0,9.0,11149.0,1156.0,3415.0,5310.0,2528.0,259.0,11149.0,93.0,273.0,34.1,7363.0,274.0,184.0,1.0,266.0,214.0,10.0,0.0,5.0,0.0,981.0,184.0,225.0,45.0
|
||||||
vs Salernitana,24.0,52.9,14.0,154.0,1260.0,21.0,13.0,2.0,4.0,31.0,4.0,1.5,0.93,2.43,1.36,2.29,24.5,21.2,1.75,1.51,14.0,14.0,1260.0,19.0,1.36,52.0,34.0,65.4,5.0,5.0,4.0,4.0,28.6,1.0,1.0,0.0,0.0,14.0,0.0,2.0,1.0,19.6,0.36,1.6,0.12,39.0,122.0,32.0,346.0,64.0,28.3,31.8,83.0,28.9,30.0,174.0,7.0,4.0,12.0,0.86,16.9,65.0,5.0,31.3,4.64,0.09,0.29,0.1,-3.5,-2.2,5684.0,7050.0,80.6,100431.0,35872.0,2561.0,2874.0,89.1,2345.0,2720.0,86.2,627.0,1084.0,57.8,151.0,430.0,125.0,24.0,427.0,6350.0,666.0,184.0,26.0,67.0,239.0,62.0,34.0,27.0,0.0,282.0,34.0,106.0,361.0,25.79,265.0,24.0,25.0,20.0,18.0,37.0,2.64,28.0,0.0,3.0,4.0,2.0,0.0,224.0,119.0,84.0,103.0,37.0,108.0,190.0,56.8,82.0,139.0,42.0,97.0,106.0,222.0,2.0,8463.0,828.0,2615.0,3905.0,2038.0,327.0,8460.0,105.0,230.0,45.7,5600.0,199.0,127.0,1.0,150.0,157.0,34.0,4.0,1.0,1.0,750.0,169.0,175.0,49.1
|
vs Salernitana,28.0,55.3,20.0,220.0,1800.0,38.0,23.0,4.0,7.0,40.0,4.0,1.9,1.15,3.05,1.7,2.85,37.9,32.0,1.89,1.6,20.0,20.0,1800.0,25.0,1.25,67.0,43.0,64.2,9.0,6.0,5.0,6.0,30.0,1.0,1.0,0.0,0.0,20.0,0.0,2.0,1.0,23.0,0.33,-1.0,-0.05,51.0,176.0,29.0,505.0,100.0,28.3,31.9,113.0,29.2,31.1,242.0,14.0,5.8,17.0,0.85,16.3,108.0,7.0,35.3,5.4,0.11,0.31,0.11,0.1,2.0,8689.0,10651.0,81.6,152334.0,53080.0,3937.0,4386.0,89.8,3615.0,4168.0,86.7,899.0,1539.0,58.4,231.0,687.0,194.0,38.0,666.0,9672.0,930.0,269.0,33.0,86.0,357.0,90.0,44.0,42.0,1.0,388.0,49.0,155.0,541.0,27.05,407.0,37.0,30.0,33.0,27.0,66.0,3.3,48.0,1.0,4.0,8.0,4.0,1.0,310.0,174.0,116.0,147.0,47.0,143.0,241.0,59.3,98.0,199.0,52.0,147.0,157.0,291.0,4.0,12687.0,1116.0,3674.0,6052.0,3089.0,515.0,12681.0,132.0,327.0,40.4,8577.0,294.0,181.0,1.0,226.0,233.0,49.0,7.0,1.0,1.0,1084.0,257.0,240.0,51.7
|
||||||
vs Sampdoria,24.0,49.2,14.0,154.0,1260.0,23.0,18.0,2.0,3.0,32.0,1.0,1.64,1.29,2.93,1.5,2.79,20.4,18.2,1.45,1.3,14.0,14.0,1260.0,6.0,0.43,40.0,34.0,85.0,10.0,3.0,1.0,8.0,57.1,0.0,0.0,0.0,0.0,14.0,0.0,0.0,0.0,8.6,0.22,2.6,0.19,65.0,199.0,32.7,405.0,70.0,39.3,36.0,103.0,38.8,39.9,187.0,8.0,4.3,8.0,0.57,14.4,65.0,6.0,41.4,4.64,0.13,0.32,0.12,2.6,2.8,4885.0,6364.0,76.8,88738.0,32080.0,2058.0,2394.0,86.0,2080.0,2465.0,84.4,575.0,1093.0,52.6,123.0,331.0,110.0,30.0,330.0,5655.0,667.0,213.0,16.0,70.0,229.0,58.0,16.0,28.0,0.0,267.0,42.0,120.0,286.0,20.43,195.0,30.0,15.0,18.0,18.0,37.0,2.64,30.0,3.0,0.0,3.0,1.0,0.0,243.0,146.0,115.0,100.0,28.0,102.0,172.0,59.3,70.0,154.0,37.0,117.0,132.0,262.0,1.0,7821.0,905.0,2944.0,3234.0,1731.0,264.0,7818.0,81.0,207.0,39.1,4811.0,190.0,114.0,1.0,220.0,192.0,42.0,1.0,0.0,0.0,742.0,215.0,217.0,49.8
|
vs Sampdoria,29.0,50.6,19.0,209.0,1710.0,30.0,21.0,4.0,6.0,45.0,1.0,1.58,1.11,2.68,1.37,2.47,28.7,24.2,1.51,1.28,19.0,19.0,1710.0,8.0,0.42,56.0,48.0,85.7,14.0,3.0,2.0,12.0,63.2,0.0,0.0,0.0,0.0,19.0,0.0,1.0,0.0,11.7,0.21,3.7,0.19,86.0,258.0,33.3,544.0,84.0,37.7,35.5,131.0,40.5,40.4,262.0,10.0,3.8,12.0,0.63,14.4,87.0,8.0,37.0,4.58,0.11,0.3,0.1,1.3,1.8,6865.0,8860.0,77.5,124177.0,45432.0,2948.0,3402.0,86.7,2864.0,3378.0,84.8,810.0,1487.0,54.5,183.0,506.0,160.0,38.0,508.0,7886.0,919.0,303.0,19.0,96.0,306.0,81.0,28.0,33.0,0.0,365.0,55.0,178.0,424.0,22.32,303.0,44.0,19.0,29.0,26.0,47.0,2.47,38.0,4.0,0.0,3.0,2.0,0.0,326.0,195.0,152.0,135.0,39.0,133.0,213.0,62.4,80.0,208.0,50.0,158.0,166.0,360.0,3.0,10896.0,1182.0,3900.0,4610.0,2507.0,401.0,10890.0,111.0,292.0,38.0,6767.0,259.0,171.0,1.0,299.0,266.0,55.0,3.0,0.0,0.0,1017.0,300.0,318.0,48.5
|
||||||
vs Sassuolo,26.0,51.9,14.0,154.0,1260.0,19.0,15.0,2.0,2.0,26.0,1.0,1.36,1.07,2.43,1.21,2.29,18.2,16.7,1.3,1.19,14.0,14.0,1260.0,15.0,1.07,71.0,55.0,80.3,6.0,4.0,4.0,5.0,35.7,2.0,1.0,1.0,0.0,14.0,0.0,1.0,0.0,18.8,0.24,3.8,0.27,61.0,160.0,38.1,449.0,84.0,28.1,30.1,85.0,40.0,38.4,163.0,4.0,2.5,10.0,0.71,14.4,39.0,9.0,22.5,2.79,0.1,0.44,0.1,0.8,0.3,5804.0,7083.0,81.9,106047.0,37460.0,2425.0,2702.0,89.7,2638.0,2956.0,89.2,623.0,1075.0,58.0,139.0,428.0,144.0,43.0,419.0,6432.0,604.0,135.0,16.0,69.0,247.0,60.0,19.0,23.0,0.0,270.0,47.0,114.0,316.0,22.57,247.0,24.0,9.0,11.0,13.0,30.0,2.14,24.0,1.0,1.0,2.0,2.0,0.0,244.0,123.0,116.0,96.0,32.0,101.0,187.0,54.0,86.0,153.0,50.0,103.0,117.0,222.0,4.0,8453.0,969.0,3010.0,3599.0,1931.0,313.0,8451.0,77.0,178.0,43.3,5715.0,198.0,99.0,1.0,177.0,120.0,47.0,2.0,2.0,0.0,710.0,146.0,130.0,52.9
|
vs Sassuolo,27.0,51.3,19.0,209.0,1710.0,29.0,20.0,4.0,4.0,39.0,1.0,1.53,1.05,2.58,1.32,2.37,26.7,24.0,1.4,1.27,19.0,19.0,1710.0,18.0,0.95,85.0,66.0,82.4,10.0,5.0,4.0,7.0,36.8,4.0,3.0,1.0,0.0,19.0,0.0,2.0,0.0,23.1,0.23,5.1,0.27,105.0,245.0,42.9,590.0,98.0,31.5,31.1,129.0,45.7,39.4,225.0,7.0,3.1,17.0,0.89,15.3,55.0,11.0,24.0,2.89,0.11,0.45,0.11,2.3,1.0,7741.0,9524.0,81.3,139385.0,50191.0,3312.0,3704.0,89.4,3380.0,3829.0,88.3,834.0,1448.0,57.6,180.0,557.0,182.0,54.0,527.0,8616.0,846.0,199.0,28.0,85.0,327.0,84.0,26.0,37.0,0.0,372.0,62.0,154.0,415.0,21.84,321.0,38.0,12.0,20.0,16.0,46.0,2.42,35.0,1.0,3.0,5.0,2.0,0.0,334.0,177.0,162.0,131.0,41.0,132.0,249.0,53.0,117.0,219.0,69.0,150.0,169.0,305.0,5.0,11422.0,1285.0,3975.0,4912.0,2648.0,413.0,11418.0,105.0,241.0,43.6,7636.0,260.0,158.0,1.0,249.0,182.0,62.0,2.0,4.0,0.0,986.0,216.0,173.0,55.5
|
||||||
vs Spezia,24.0,53.1,14.0,154.0,1260.0,25.0,20.0,0.0,1.0,26.0,1.0,1.79,1.43,3.21,1.79,3.21,22.2,21.4,1.59,1.53,14.0,14.0,1260.0,12.0,0.86,40.0,30.0,72.5,7.0,4.0,2.0,6.0,42.9,1.0,1.0,0.0,0.0,14.0,0.0,1.0,2.0,10.5,0.24,0.5,0.03,45.0,134.0,33.6,364.0,55.0,29.4,33.8,85.0,31.8,35.2,185.0,12.0,6.5,18.0,1.29,14.7,79.0,5.0,32.2,5.64,0.1,0.32,0.09,2.8,3.6,5412.0,6858.0,78.9,98793.0,35398.0,2322.0,2690.0,86.3,2251.0,2638.0,85.3,669.0,1119.0,59.8,189.0,375.0,137.0,32.0,401.0,6092.0,734.0,216.0,29.0,68.0,232.0,71.0,26.0,33.0,0.0,323.0,32.0,119.0,434.0,31.0,302.0,30.0,31.0,38.0,17.0,48.0,3.43,35.0,3.0,3.0,4.0,1.0,2.0,257.0,141.0,125.0,102.0,30.0,103.0,178.0,57.9,75.0,151.0,52.0,99.0,140.0,268.0,4.0,8515.0,841.0,2822.0,3792.0,1988.0,353.0,8514.0,108.0,229.0,47.2,5320.0,232.0,148.0,1.0,136.0,177.0,32.0,1.0,1.0,2.0,776.0,212.0,179.0,54.2
|
vs Spezia,30.0,53.4,20.0,220.0,1800.0,32.0,27.0,0.0,1.0,38.0,1.0,1.6,1.35,2.95,1.6,2.95,32.2,31.4,1.61,1.57,20.0,20.0,1800.0,17.0,0.85,63.0,48.0,76.2,9.0,6.0,4.0,9.0,45.0,2.0,2.0,0.0,0.0,20.0,0.0,2.0,2.0,16.5,0.24,1.5,0.08,78.0,236.0,33.1,522.0,82.0,34.3,35.2,130.0,43.8,40.8,263.0,17.0,6.5,28.0,1.4,15.7,104.0,7.0,30.7,5.2,0.09,0.31,0.1,-0.2,0.6,7774.0,9996.0,77.8,141743.0,51836.0,3293.0,3867.0,85.2,3326.0,3915.0,85.0,927.0,1625.0,57.0,265.0,558.0,188.0,49.0,598.0,8887.0,1063.0,310.0,39.0,86.0,355.0,100.0,36.0,46.0,0.0,473.0,46.0,177.0,591.0,29.55,412.0,54.0,38.0,52.0,24.0,59.0,2.95,45.0,3.0,5.0,5.0,1.0,0.0,351.0,192.0,169.0,142.0,40.0,147.0,239.0,61.5,92.0,223.0,63.0,160.0,208.0,381.0,4.0,12389.0,1185.0,4090.0,5520.0,2891.0,509.0,12388.0,132.0,308.0,42.9,7652.0,336.0,222.0,1.0,207.0,261.0,46.0,1.0,2.0,2.0,1182.0,322.0,281.0,53.4
|
||||||
vs Torino,23.0,48.7,14.0,154.0,1260.0,16.0,11.0,2.0,2.0,24.0,0.0,1.14,0.79,1.93,1.0,1.79,17.6,16.0,1.26,1.14,14.0,14.0,1260.0,15.0,1.07,57.0,42.0,75.4,6.0,2.0,6.0,4.0,28.6,1.0,1.0,0.0,0.0,14.0,0.0,0.0,0.0,18.1,0.3,3.1,0.22,79.0,226.0,35.0,493.0,66.0,37.7,35.4,79.0,50.6,40.9,161.0,7.0,4.3,7.0,0.5,12.8,53.0,6.0,32.1,3.79,0.08,0.26,0.1,-1.6,-2.0,4778.0,6277.0,76.1,87983.0,34215.0,2030.0,2357.0,86.1,2054.0,2467.0,83.3,565.0,1110.0,50.9,133.0,323.0,85.0,27.0,313.0,5549.0,711.0,232.0,7.0,34.0,212.0,54.0,21.0,20.0,0.0,281.0,17.0,111.0,278.0,19.86,202.0,26.0,9.0,21.0,15.0,29.0,2.07,22.0,1.0,0.0,2.0,3.0,1.0,244.0,123.0,130.0,96.0,18.0,105.0,197.0,53.3,92.0,143.0,46.0,97.0,116.0,223.0,3.0,7722.0,921.0,2961.0,3315.0,1527.0,239.0,7720.0,40.0,148.0,27.0,4664.0,219.0,110.0,0.0,148.0,199.0,17.0,2.0,1.0,0.0,710.0,228.0,215.0,51.5
|
vs Torino,23.0,47.2,19.0,209.0,1710.0,20.0,12.0,3.0,4.0,35.0,0.0,1.05,0.63,1.68,0.89,1.53,23.7,20.6,1.25,1.08,19.0,19.0,1710.0,19.0,1.0,77.0,58.0,76.6,7.0,5.0,7.0,5.0,26.3,1.0,1.0,0.0,0.0,19.0,0.0,0.0,0.0,22.7,0.28,3.7,0.2,125.0,324.0,38.6,625.0,87.0,41.1,36.3,117.0,57.3,44.1,232.0,11.0,4.7,9.0,0.47,12.5,72.0,7.0,31.4,3.79,0.07,0.24,0.09,-3.7,-3.6,6295.0,8367.0,75.2,115975.0,46453.0,2698.0,3151.0,85.6,2660.0,3240.0,82.1,761.0,1523.0,50.0,181.0,452.0,127.0,42.0,446.0,7399.0,947.0,307.0,10.0,44.0,302.0,77.0,30.0,27.0,0.0,369.0,21.0,139.0,394.0,20.74,292.0,37.0,12.0,29.0,19.0,32.0,1.68,23.0,2.0,0.0,4.0,3.0,0.0,317.0,160.0,162.0,131.0,24.0,136.0,246.0,55.3,110.0,200.0,65.0,135.0,159.0,328.0,3.0,10383.0,1250.0,3879.0,4499.0,2120.0,338.0,10379.0,51.0,189.0,27.0,6162.0,317.0,145.0,0.0,209.0,265.0,21.0,3.0,1.0,0.0,998.0,323.0,295.0,52.3
|
||||||
vs Udinese,22.0,49.4,14.0,154.0,1260.0,14.0,8.0,2.0,2.0,35.0,1.0,1.0,0.57,1.57,0.86,1.43,16.6,15.1,1.19,1.08,14.0,14.0,1260.0,22.0,1.57,54.0,33.0,59.3,2.0,6.0,6.0,3.0,21.4,0.0,0.0,0.0,0.0,14.0,1.0,3.0,1.0,15.5,0.29,-5.5,-0.4,55.0,165.0,33.3,318.0,56.0,36.8,36.4,92.0,52.2,44.7,135.0,10.0,7.4,15.0,1.07,13.4,49.0,10.0,29.9,3.5,0.07,0.24,0.1,-2.6,-3.1,5006.0,6386.0,78.4,92269.0,34031.0,2194.0,2536.0,86.5,2053.0,2400.0,85.5,637.0,1105.0,57.6,113.0,427.0,99.0,31.0,387.0,5649.0,720.0,181.0,14.0,53.0,256.0,73.0,21.0,38.0,0.0,309.0,17.0,118.0,287.0,20.5,194.0,27.0,10.0,24.0,22.0,27.0,1.93,19.0,0.0,1.0,2.0,3.0,2.0,256.0,134.0,136.0,88.0,32.0,128.0,219.0,58.4,91.0,161.0,53.0,108.0,115.0,216.0,8.0,7854.0,811.0,2478.0,3685.0,1786.0,265.0,7852.0,85.0,232.0,36.6,4925.0,234.0,127.0,0.0,176.0,162.0,17.0,2.0,0.0,1.0,707.0,142.0,187.0,43.2
|
vs Udinese,22.0,49.9,19.0,209.0,1710.0,21.0,15.0,2.0,2.0,47.0,2.0,1.11,0.79,1.89,1.0,1.79,24.2,22.7,1.27,1.19,19.0,19.0,1710.0,27.0,1.42,73.0,47.0,63.0,5.0,7.0,7.0,4.0,21.1,0.0,0.0,0.0,0.0,19.0,1.0,3.0,1.0,20.1,0.28,-5.9,-0.31,78.0,226.0,34.5,462.0,81.0,35.9,35.7,115.0,52.2,44.0,218.0,16.0,7.3,29.0,1.53,15.0,62.0,10.0,27.8,3.26,0.09,0.31,0.1,-3.2,-3.7,6955.0,8820.0,78.9,126082.0,46575.0,3110.0,3554.0,87.5,2819.0,3296.0,85.5,840.0,1459.0,57.6,156.0,535.0,140.0,43.0,522.0,7826.0,965.0,253.0,22.0,68.0,335.0,95.0,34.0,44.0,0.0,408.0,29.0,173.0,382.0,20.11,273.0,36.0,14.0,28.0,25.0,40.0,2.11,31.0,1.0,2.0,2.0,3.0,1.0,371.0,198.0,199.0,126.0,46.0,183.0,301.0,60.8,118.0,234.0,81.0,153.0,138.0,318.0,9.0,10829.0,1151.0,3516.0,5051.0,2384.0,370.0,10827.0,108.0,302.0,35.8,6854.0,307.0,165.0,1.0,250.0,227.0,29.0,2.0,0.0,1.0,950.0,189.0,237.0,44.4
|
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|
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Reference in New Issue
Block a user