[1]:
import pandas as pd
pd.set_option('display.max_columns', None)
[2]:
%env SOCCERDATA_LOGLEVEL=ERROR
%env SOCCERDATA_NOCACHE=True
%env SOCCERDATA_NOSTORE=True
env: SOCCERDATA_LOGLEVEL=ERROR
env: SOCCERDATA_NOCACHE=True
env: SOCCERDATA_NOSTORE=True
[3]:
import soccerdata as sd
Sofascore¶
[4]:
sofascore = sd.Sofascore(leagues='ESP-La Liga', seasons='2022/2023')
print(sofascore.__doc__)
Provides pd.DataFrames from data available at http://www.sofascore.com.
Data will be downloaded as necessary and cached locally in
``~/soccerdata/data/Sofascore``.
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 = sofascore.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 | Atlético 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¶
[8]:
schedule = sofascore.read_schedule()
schedule.head()
[8]:
| round | week | date | home_team | away_team | home_score | away_score | game_id | |||
|---|---|---|---|---|---|---|---|---|---|---|
| league | season | game | ||||||||
| ESP-La Liga | 2223 | 2022-08-12 Osasuna-Sevilla | None | 1 | 2022-08-12 15:00:00 | Osasuna | Sevilla | 2 | 1 | 10408559 |
| 2022-08-13 Barcelona-Rayo Vallecano | None | 1 | 2022-08-13 15:00:00 | Barcelona | Rayo Vallecano | 0 | 0 | 10408557 | ||
| 2022-08-13 Celta Vigo-Espanyol | None | 1 | 2022-08-13 11:00:00 | Celta Vigo | Espanyol | 2 | 2 | 10408645 | ||
| 2022-08-13 Real Valladolid-Villarreal | None | 1 | 2022-08-13 13:00:00 | Real Valladolid | Villarreal | 0 | 3 | 10408563 | ||
| 2022-08-14 Almería-Real Madrid | None | 1 | 2022-08-14 16:00:00 | Almería | Real Madrid | 1 | 2 | 10408712 |
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