Datafactory¶

Load local files¶

In [1]:

from kloppy import datafactory

dataset = datafactory.load(
    event_data="../../kloppy/tests/files/datafactory_events.json",
    
    # Optional arguments
    coordinates="datafactory",
    event_types=["shot", "pass"]
)

dataset.to_df().head()

from kloppy import datafactory dataset = datafactory.load( event_data="../../kloppy/tests/files/datafactory_events.json", # Optional arguments coordinates="datafactory", event_types=["shot", "pass"] ) dataset.to_df().head()

Out[1]:

	event_id	event_type	result	success	period_id	timestamp	end_timestamp	ball_state	ball_owning_team	team_id	player_id	coordinates_x	coordinates_y	end_coordinates_x	end_coordinates_y	receiver_player_id	set_piece_type
0	22094464	PASS	COMPLETE	True	1	3	3.0	alive	279	279	40975	0.01	0.01	0.26	-0.05	93357	KICK_OFF
1	22094465	PASS	COMPLETE	True	1	6	6.0	alive	279	279	93357	0.33	-0.13	0.38	-0.29	11458	NaN
2	22094466	PASS	COMPLETE	True	1	8	8.0	alive	279	279	11458	0.45	-0.49	0.44	-0.78	62686	NaN
3	22094467	PASS	COMPLETE	True	1	10	10.0	alive	279	279	62686	0.44	-0.85	0.79	-0.30	41488	NaN
4	22094468	PASS	COMPLETE	True	1	16	16.0	alive	279	279	41488	0.76	-0.31	-0.25	-0.19	40975	NaN