Keener Example

from ratingslib.datasets.filenames import dataset_path, FILENAME_EPL_2018_2019_20_GAMES
from ratingslib.ratings.keener import Keener
filename = dataset_path(FILENAME_EPL_2018_2019_20_GAMES)
Keener(normalization=False).rate_from_file(filename)

	Item	rating	ranking
0	Arsenal	0.047220	17
1	Bournemouth	0.052874	4
2	Brighton	0.049183	11
3	Burnley	0.048576	14
4	Cardiff	0.048243	16
5	Chelsea	0.052800	5
6	Crystal Palace	0.049870	10
7	Everton	0.051214	7
8	Fulham	0.046829	18
9	Huddersfield	0.046068	20
10	Leicester	0.050701	8
11	Liverpool	0.053796	1
12	Man City	0.053511	2
13	Man United	0.050322	9
14	Newcastle	0.048939	13
15	Southampton	0.048969	12
16	Tottenham	0.052569	6
17	Watford	0.053265	3
18	West Ham	0.046730	19
19	Wolves	0.048320	15