python setup.py sdist bdist_wheel

twine upload --skip-existing dist/*

In [1]:

import pandas as pd
import ScraperFC as sfc
import traceback

In [2]:

scraper = sfc.FBRef()
try:
    per90, perc = scraper.scrape_complete_scouting_reports(year=2022, league='EPL', goalkeepers=True)
#     comp, per90, perc = scraper.complete_report_from_player_link('https://fbref.com/en/players/92e7e919/Son-Heung-min')
except:
    traceback.print_exc()
finally:
    scraper.close()

10/29

In [3]:

per90

Out[3]:

	Standard Stats										...	Advanced Goalkeeping							Player	Position	Minutes
	Goals Against	Shots on Target Against	Saves	Save%	Wins	Draws	Losses	Clean Sheets	Clean Sheet Percentage	Penalty Kicks Attempted	...	Launch% (Goal Kicks)	Avg. Length of Goal Kicks	Crosses Faced	Crosses Stopped	Crosses Stopped %	Def. Actions Outside Pen. Area	Avg. Distance of Def. Actions
0	1.00	3.41	2.46	72.6	0.52	0.26	0.22	0.39	39.1	0.11	...	38.2	37.7	6.85	0.72	10.5	1.39	17.7	Alisson	Goalkeepers	4140
1	0.55	2.18	1.82	83.3	0.36	0.36	0.18	0.55	60.0	0.18	...	22.2	22.6	4.73	0.36	7.7	1.27	20.3	Kepa Arrizabalaga	Goalkeepers	495
2	1.75	4.42	2.92	64.2	0.17	0.25	0.58	0.13	12.5	0.17	...	81.8	59.2	9.38	0.79	8.4	0.33	13.2	Karl Darlow	Goalkeepers	2160
3	0.69	2.08	1.50	70.4	0.73	0.10	0.17	0.54	53.8	0.10	...	34.8	36.1	4.46	0.31	6.9	0.81	16.3	Ederson	Goalkeepers	4680
4	1.21	3.90	2.77	70.4	0.56	0.21	0.23	0.28	28.2	0.10	...	79.2	56.6	9.79	0.74	7.6	0.23	12.1	Lukasz Fabianski	Goalkeepers	3510
5	1.54	4.21	2.79	66.3	0.21	0.21	0.58	0.21	20.8	0.13	...	40.7	39.0	8.42	0.46	5.4	0.75	16.0	Alvaro Fernandez	Goalkeepers	2160
6	1.71	4.43	2.71	61.3	0.29	0.14	0.57	0.00	0.0	0.14	...	85.7	63.2	9.86	0.57	5.8	1.14	17.0	Ben Foster	Goalkeepers	630
7	1.31	4.02	2.77	67.9	0.48	0.29	0.24	0.29	28.6	0.05	...	36.7	33.8	7.12	0.36	5.0	0.36	14.1	David de Gea	Goalkeepers	3765

8 rows × 40 columns

In [4]:

perc

Out[4]:

	Standard Stats										...	Advanced Goalkeeping							Player	Position	Minutes
	Goals Against	Shots on Target Against	Saves	Save%	Wins	Draws	Losses	Clean Sheets	Clean Sheet Percentage	Penalty Kicks Attempted	...	Launch% (Goal Kicks)	Avg. Length of Goal Kicks	Crosses Faced	Crosses Stopped	Crosses Stopped %	Def. Actions Outside Pen. Area	Avg. Distance of Def. Actions
0	87	26	34	77	79	46	16	90	90	23	...	21	23	11	68	95	95	96	Alisson	Goalkeepers	4140
1	99	2	3	99	54	85	10	98	99	57	...	2	1	1	5	55	94	99	Kepa Arrizabalaga	Goalkeepers	495
2	12	72	65	20	10	43	93	5	5	50	...	93	90	73	84	71	7	16	Karl Darlow	Goalkeepers	2160
3	98	1	1	60	98	4	9	98	98	16	...	15	21	1	3	43	74	90	Ederson	Goalkeepers	4680
4	67	49	54	60	85	21	20	64	63	18	...	89	87	82	77	53	1	4	Lukasz Fabianski	Goalkeepers	3510
5	34	65	57	33	14	23	93	38	39	28	...	24	29	51	21	14	66	87	Alvaro Fernandez	Goalkeepers	2160
6	13	73	51	7	33	7	90	1	1	36	...	93	95	83	39	21	93	95	Ben Foster	Goalkeepers	630
7	58	55	55	43	76	57	22	66	65	4	...	19	17	15	5	10	9	39	David de Gea	Goalkeepers	3765

8 rows × 40 columns