rugbypy 0.0.3

Repository for rugby data analytics

rugbypy

rugbypy is a Python package that aims to make rugby data more available to aid in the development of rugby analytics.

Requirements

python version 3.8

Install

pip install rugbypy

conda install -c seanyboi rugbypy

How to use

Match Stats

You can fetch all the matches that occured on a particular date with:

matches = fetch_matches(date="20230101")
matches

Fetching matches on date:20230101...

	match_id	competition_id	home_team_id	away_team_id	date
0	595735	267979	25907	25901	20230101

Then using that match id you can feed it into the match details function:

match_details = fetch_match_details(match_id="595735")
match_details

Fetching match details for match_id:595735...

	match_id	date	competition_id	competition	venue_id	venue	city_played	home_team	away_team	home_team_id	away_team_id	completed	is_tournament	played_on_grass	attendance	home_team_form	away_team_form
0	595735	20230101	267979	Premiership Rugby	26070	cinch Stadium at Franklin's Gardens	Northampton	Northampton Saints	Harlequins	25907	25901	True	True	True	None	LLWWL	WLWLL

Team Stats

You can then fetch the team stats for a particular team on a particular dates with:

team_stats = fetch_team_stats(team_id="25901", date="20230108")
team_stats

Fetching team stats for team_id:25901 on date:20230108...

	team	game_date	team_id	team_vs	team_vs_id	clean_breaks	conversion_goals	defenders_beaten	kick_percent_success	kicks	...	scrums_total	scrums_won	tackles	territory	total_free_kicks_conceded	total_lineouts	tries	turnover_knock_on	turnovers_conceded	yellow_cards
0	Harlequins	20230108	25901	Sale Sharks	25908	3.0	0.0	24.0	0.5	0.0	...	7.0	5.0	125.0	0.41	0.0	11.0	2.0	8.0	17.0	0.0

1 rows × 40 columns

Player Stats

We can also fetch the player stats for any player using their player_ids. In this example we fetch Billy Twelvetrees in game stats:

player_stats = fetch_player_stats(player_id="102049")
player_stats

Fetching all player stats for player_id:102049...

	player_id	game_date	name	team	team_id	competition_id	competition	team_vs	team_vs_id	weight	...	rucks_won	runs	tackles	total_free_kicks_conceded	total_lineouts	tries	try_assists	turnover_knock_on	turnovers_conceded	yellow_cards
0	102049	20230106	Billy Twelvetrees	Gloucester Rugby	25900	267979	Premiership Rugby	25909	Saracens	101.0	...	0.0	0.0	2.0	0.0	0.0	0.0	0.0	1.0	1.0	0.0
0	102049	20230128	Billy Twelvetrees	Gloucester Rugby	25900	267979	Premiership Rugby	116227	Exeter Chiefs	101.0	...	3.0	2.0	15.0	0.0	0.0	0.0	0.0	0.0	1.0	0.0
0	102049	20230225	Billy Twelvetrees	Gloucester Rugby	25900	267979	Premiership Rugby	25907	Northampton Saints	101.0	...	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	0.0
0	102049	20230312	Billy Twelvetrees	Gloucester Rugby	25900	267979	Premiership Rugby	25903	Leicester Tigers	101.0	...	0.0	0.0	4.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
0	102049	20230324	Billy Twelvetrees	Gloucester Rugby	25900	267979	Premiership Rugby	25906	Newcastle Falcons	101.0	...	0.0	0.0	4.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
0	102049	20230414	Billy Twelvetrees	Gloucester Rugby	25900	267979	Premiership Rugby	25898	Bath Rugby	101.0	...	1.0	2.0	9.0	0.0	0.0	0.0	0.0	1.0	2.0	0.0
0	102049	20230422	Billy Twelvetrees	Gloucester Rugby	25900	267979	Premiership Rugby	25908	Sale Sharks	101.0	...	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1.0	1.0	0.0
0	102049	20230506	Billy Twelvetrees	Gloucester Rugby	25900	267979	Premiership Rugby	25899	Bristol Rugby	101.0	...	0.0	1.0	5.0	0.0	0.0	0.0	0.0	2.0	1.0	0.0

8 rows × 40 columns