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[1]:

import pandas as pd
pd.set_option('display.max_columns', None)

[3]:

import soccerdata as sd

FotMob¶

[4]:

fotmob = sd.FotMob(leagues='ESP-La Liga', seasons='2022/2023')
print(fotmob.__doc__)

Provides pd.DataFrames from data available at http://www.fotmob.com.

    Data will be downloaded as necessary and cached locally in
    ``~/soccerdata/data/FotMob``.

    Parameters
    ----------
    leagues : string or iterable, optional
        IDs of Leagues to include.
    seasons : string, int or list, optional
        Seasons to include. Supports multiple formats.
        Examples: '16-17'; 2016; '2016-17'; [14, 15, 16]
    proxy : 'tor' or dict or list(dict) or callable, optional
        Use a proxy to hide your IP address. Valid options are:
            - 'tor': Uses the Tor network. Tor should be running in
              the background on port 9050.
            - dict: A dictionary with the proxy to use. The dict should be
              a mapping of supported protocols to proxy addresses. For example::

                  {
                      'http': 'http://10.10.1.10:3128',
                      'https': 'http://10.10.1.10:1080',
                  }

            - list(dict): A list of proxies to choose from. A different proxy will
              be selected from this list after failed requests, allowing rotating
              proxies.
            - callable: A function that returns a valid proxy. This function will
              be called after failed requests, allowing rotating proxies.
    no_cache : bool
        If True, will not use cached data.
    no_store : bool
        If True, will not store downloaded data.
    data_dir : Path
        Path to directory where data will be cached.

Read league table¶

[5]:

league_table = fotmob.read_league_table()
league_table.head()

[5]:

		team	MP	W	D	L	GF	GA	GD	Pts
league	season
ESP-La Liga	2223	Barcelona	38	28	4	6	70	20	50	88
	2223	Real Madrid	38	24	6	8	75	36	39	78
	2223	Atletico Madrid	38	23	8	7	70	33	37	77
	2223	Real Sociedad	38	21	8	9	51	35	16	71
	2223	Villarreal	38	19	7	12	59	40	19	64

Read schedule¶

[6]:

schedule = fotmob.read_schedule()
schedule.head()

[6]:

			round	week	date	home_team	away_team	home_score	away_score	status	game_id	url
league	season	game
ESP-La Liga	2223	2022-08-12 Osasuna-Sevilla	None	None	2022-08-12 19:00:00+00:00	Osasuna	Sevilla	2	1	FT	3918013	https://fotmob.com/matches/sevilla-vs-osasuna/...
		2022-08-13 Barcelona-Rayo Vallecano	None	None	2022-08-13 19:00:00+00:00	Barcelona	Rayo Vallecano	0	0	FT	3918009	https://fotmob.com/matches/rayo-vallecano-vs-b...
		2022-08-13 Celta Vigo-Espanyol	None	None	2022-08-13 15:00:00+00:00	Celta Vigo	Espanyol	2	2	FT	3918011	https://fotmob.com/matches/espanyol-vs-celta-v...
		2022-08-13 Real Valladolid-Villarreal	None	None	2022-08-13 17:00:00+00:00	Real Valladolid	Villarreal	0	3	FT	3918016	https://fotmob.com/matches/villarreal-vs-real-...
		2022-08-14 Almeria-Real Madrid	None	None	2022-08-14 20:00:00+00:00	Almeria	Real Madrid	1	2	FT	3918014	https://fotmob.com/matches/real-madrid-vs-alme...

Read team match stats¶

[7]:

match_stats = fotmob.read_team_match_stats(opponent_stats=False, team='Valencia')
match_stats.head()

[7]:

				Accurate passes	Ball possession	Big chances	Big chances missed	Corners	Expected goals (xG)	Fouls committed	Shots on target	Total shots	Accurate passes (%)
league	season	game	team
ESP-La Liga	2223	2022-08-14 Valencia-Girona	Valencia	285	46	2	1	4	1.62	18	2	17	0.81
		2022-08-21 Athletic Club-Valencia	Valencia	432	63	1	1	3	0.73	15	0	10	0.85
		2022-08-29 Valencia-Atletico Madrid	Valencia	513	70	0	0	6	0.51	15	2	12	0.88
		2022-09-04 Valencia-Getafe	Valencia	482	70	4	1	9	2.30	11	9	24	0.88
		2022-09-10 Rayo Vallecano-Valencia	Valencia	266	54	3	2	7	1.80	11	4	17	0.77