system-rekomendacyjny-zawodnika/resources/Data_cleaned.csv

1	Country	League	Club	Player Names	Matches_Played	Substitution	Mins	Goals	xG	xG Per Avg Match	Shots	OnTarget	Shots Per Avg Match	On Target Per Avg Match	Year
2	Germany	Bundesliga	(BMG)	Alassane Plea	28	6	2613	12	11.28	0.41	83	41	3.02	1.49	2018
3	Germany	Bundesliga	(BMG)	Alassane Plea	25	2	2252	10	11.62	0.49	77	35	3.25	1.48	2019
4	Portugal	Primeira Liga	None	Alex Telles	28	3	2732	11	8.05	0.28	39	17	1.36	0.59	2019
5	Portugal	Primeira Liga	None	Alex Telles	3	0	280	2	2.36	0.8	9	5	3.05	1.7	2019
6	Germany	Bundesliga	(FCA)	Alfred Finnbogason	22	0	1879	12	11.08	0.56	51	25	2.58	1.26	2017
7	Germany	Bundesliga	(FCA)	Alfred Finnbogason	17	1	1385	10	10.21	0.7	40	18	2.74	1.23	2018
8	Italy	Serie A	(TOR)	Andrea Belotti	29	3	2854	10	11.72	0.39	86	28	2.86	0.93	2017
9	Italy	Serie A	(TOR)	Andrea Belotti	37	0	3533	15	15.99	0.43	125	47	3.36	1.26	2018
10	Italy	Serie A	(TOR)	Andrea Belotti	34	2	3214	16	16.58	0.49	104	41	3.07	1.21	2019
11	Italy	Serie A	(NAP)	Andrea Petagna	35	1	3196	16	12.78	0.38	89	41	2.65	1.22	2018
12	Italy	Serie A	(NAP)	Andrea Petagna	33	3	3263	12	13.74	0.4	110	33	3.2	0.96	2019
13	Germany	Bundesliga	(HOF)	Andrej Kramaric	22	12	2353	13	9.66	0.39	83	35	3.35	1.41	2017
14	Germany	Bundesliga	(HOF)	Andrej Kramaric	28	2	2527	16	19.42	0.73	110	43	4.14	1.62	2018
15	Germany	Bundesliga	(HOF)	Andrej Kramaric	14	5	1502	12	9.33	0.59	43	23	2.72	1.45	2019
16	France	France Ligue 8	(MPE)	Andy Delort	36	0	3263	14	13.05	0.38	119	36	3.46	1.05	2018
17	France	France Ligue 12	(MPE)	Andy Delort	26	0	2409	9	10.9	0.43	84	29	3.31	1.14	2019
18	France	France Ligue 11	(PSG)	Angel Di Maria	28	2	2418	12	10.44	0.41	97	30	3.81	1.18	2018
19	France	France Ligue 18	(PSG)	Angel Di Maria	23	3	2106	8	9.98	0.45	74	24	3.34	1.08	2019
20	Spain	La Liga	(GET)	Angel Rodriguez	26	7	2390	13	11.82	0.47	68	31	2.7	1.23	2017
21	Spain	La Liga	(GET)	Angel Rodriguez	9	23	1611	10	8.14	0.48	53	23	3.13	1.36	2019
22	Germany	Bundesliga	(ACM)	Ante Rebic	23	5	2075	11	9.17	0.42	61	28	2.79	1.28	2018
23	Italy	Serie A	(ACM)	Ante Rebic	15	11	1514	11	6.85	0.43	42	20	2.64	1.25	2019
24	England	Premier League	(MNU)	Anthony Martial	31	1	2788	17	11.74	0.4	80	39	2.73	1.33	2019
25	Spain	La Liga	(BAR)	Antoine Griezmann	30	2	2596	19	15.58	0.57	72	40	2.63	1.46	2017
26	Spain	La Liga	(BAR)	Antoine Griezmann	37	0	3349	15	14.45	0.41	113	45	3.21	1.28	2018
27	Italy	Serie A	(NAP)	Arkadiusz Milik	27	8	2560	17	12.4	0.46	111	51	4.12	1.89	2018
28	Italy	Serie A	(NAP)	Arkadiusz Milik	19	7	1870	11	9.45	0.48	68	29	3.45	1.47	2019
29	Portugal	Primeira Liga	(VGU)	Bruno Duarte	6	1	509	2	1.77	0.33	13	3	2.43	0.56	2019
30	Portugal	Primeira Liga	(VGU)	Bruno Duarte	18	6	1684	8	5.5	0.31	42	16	2.37	0.9	2019
31	Brazil	Campeonato Brasileiro Série A	(FLA)	Bruno Henrique	28	0	2136	8	10.57	0.47	52	24	2.31	1.07	2017
32	Brazil	Campeonato Brasileiro Série A	(FLA)	Bruno Henrique	29	4	2822	21	21.09	0.71	98	46	3.3	1.55	2019
33	Italy	Serie A	(LAZ)	Ciro Immobile	33	0	2799	29	19.15	0.65	110	53	3.73	1.8	2017
34	Italy	Serie A	(LAZ)	Ciro Immobile	31	5	3046	15	15.71	0.49	124	49	3.87	1.53	2018
35	Italy	Serie A	(LAZ)	Ciro Immobile	36	1	3371	36	26.61	0.75	142	71	4	2	2019
36	Spain	La Liga	(GIR)	Cristhian Stuani	32	1	2785	21	20.52	0.7	74	37	2.52	1.26	2017
37	Spain	La Liga	(GIR)	Cristhian Stuani	30	2	2897	19	16.47	0.54	77	39	2.53	1.28	2018
38	Spain	La Liga	(JUV)	Cristiano Ronaldo	27	0	2375	26	29	1.16	178	76	7.12	3.04	2017
39	Italy	Serie A	(JUV)	Cristiano Ronaldo	30	1	2857	21	21.65	0.72	177	68	5.89	2.26	2018
40	Italy	Serie A	(JUV)	Cristiano Ronaldo	33	0	3127	31	27.32	0.83	208	79	6.32	2.4	2019
41	Brazil	Campeonato Brasileiro Série A	(GRE)	Diego Souza	26	1	1953	11	11.72	0.57	74	30	3.6	1.46	2017
42	Brazil	Campeonato Brasileiro Série A	(GRE)	Diego Souza	32	0	4177	11	11.43	0.26	51	21	1.16	0.48	2018
43	Portugal	Primeira Liga	(FER)	Douglas Tanque	23	6	2054	11	7.57	0.35	72	24	3.33	1.11	2019
44	Portugal	Primeira Liga	(FER)	Douglas Tanque	7	0	644	2	2.51	0.37	25	9	3.69	1.33	2019
45	Italy	Serie A	(NAP)	Dries Mertens	35	3	3133	18	16.16	0.49	128	47	3.88	1.43	2017
46	Italy	Serie A	(NAP)	Dries Mertens	23	12	2416	16	10.43	0.41	89	39	3.5	1.53	2018
47	Brazil	Campeonato Brasileiro Série A	None	Dudu	23	3	1751	10	6.82	0.37	45	23	2.44	1.25	2017
48	Brazil	Campeonato Brasileiro Série A	None	Dudu	34	2	3313	9	9.42	0.27	95	38	2.72	1.09	2019
49	Italy	Serie A	(ATA)	Duvan Zapata	24	7	2229	11	9.39	0.4	57	22	2.43	0.94	2017
50	Italy	Serie A	(ATA)	Duvan Zapata	32	5	3064	23	18.38	0.57	118	50	3.66	1.55	2018
51	Italy	Serie A	(ATA)	Duvan Zapata	25	3	2143	18	15.11	0.67	89	37	3.95	1.64	2019
52	Italy	Serie A	(ROM)	Edin Dzeko	33	3	3177	16	16.39	0.49	152	56	4.55	1.67	2017
53	Italy	Serie A	(ROM)	Edin Dzeko	28	5	2741	9	13.56	0.47	131	50	4.54	1.73	2018
54	Italy	Serie A	(ROM)	Edin Dzeko	31	4	3075	16	19.74	0.61	122	46	3.77	1.42	2019
55	Brazil	Campeonato Brasileiro Série A	(BEN)	Everton	14	18	1224	8	9.53	0.74	54	30	4.19	2.33	2017
56	Brazil	Campeonato Brasileiro Série A	(BEN)	Everton	24	3	2175	9	12.59	0.55	88	38	3.84	1.66	2018
57	Portugal	Primeira Liga	(BEN)	Everton	8	0	622	2	1.05	0.16	11	7	1.68	1.07	2019
58	Brazil	Campeonato Brasileiro Série A	(BEN)	Everton	23	7	2498	11	9.2	0.35	83	32	3.16	1.22	2019
59	Italy	Serie A	(SAM)	Fabio Quagliarella	33	2	2864	19	17.79	0.59	113	46	3.75	1.53	2017
60	Italy	Serie A	(SAM)	Fabio Quagliarella	37	0	3269	26	23.06	0.67	141	57	4.1	1.66	2018
61	Italy	Serie A	(SAM)	Fabio Quagliarella	26	2	2413	11	13.72	0.54	102	35	4.02	1.38	2019
62	Italy	Serie A	(SAS)	Francesco Caputo	38	0	3641	16	16.1	0.42	96	43	2.5	1.12	2018
63	Italy	Serie A	(Sassuolo )	Francesco Caputo	33	3	3125	21	13.82	0.42	73	35	2.22	1.06	2019
64	Brazil	Campeonato Brasileiro Série A	(FLA)	Gabriel Barbosa	34	1	3140	18	19.17	0.58	94	40	2.84	1.21	2018
65	Brazil	Campeonato Brasileiro Série A	(FLA)	Gabriel Barbosa	29	0	2716	25	24.59	0.86	117	62	4.09	2.17	2019
66	Spain	La Liga	(VIL)	Gerard Moreno	38	0	3555	16	17.96	0.48	105	47	2.81	1.26	2017
67	Spain	La Liga	(VIL)	Gerard Moreno	33	2	2831	18	16.09	0.54	89	34	2.99	1.14	2019
68	Brazil	Campeonato Brasileiro Série A	(BAH)	Gilberto	18	3	1623	8	7	0.41	52	17	3.04	1	2018
69	Brazil	Campeonato Brasileiro Série A	(BAH)	Gilberto	27	5	2524	14	15.94	0.6	80	31	3.01	1.17	2019
70	Italy	Serie A	(CAG)	Giovanni Simeone	36	2	3157	14	13.29	0.4	107	37	3.22	1.11	2017
71	Italy	Serie A	(CAG)	Giovanni Simeone	34	3	3115	12	11.8	0.36	87	30	2.65	0.91	2019
72	England	Premier League	(TOT)	Harry Kane	27	1	2580	17	15.48	0.57	102	46	3.76	1.69	2018
73	England	Premier League	(TOT)	Harry Kane	29	0	2801	18	12.97	0.44	81	37	2.75	1.25	2019
74	Brazil	Campeonato Brasileiro Série A	Bruno	Henrique	27	6	2595	9	4.37	0.16	46	15	1.68	0.55	2018
75	Brazil	Campeonato Brasileiro Série A	Bruno	Henrique	33	1	3149	10	4.97	0.15	58	22	1.75	0.66	2019
76	Spain	La Liga	(CEL)	Iago Aspas	33	1	3053	22	19.92	0.62	94	43	2.92	1.34	2017
77	Spain	La Liga	(CEL)	Iago Aspas	26	1	2369	20	12.47	0.5	69	32	2.77	1.28	2018
78	Spain	La Liga	(CEL)	Iago Aspas	37	0	3474	14	15.72	0.43	84	39	2.3	1.07	2019
79	Germany	Bundesliga	(DOR)	Jadon Sancho	26	8	2602	13	6.85	0.25	40	21	1.46	0.77	2018
80	Germany	Bundesliga	(DOR)	Jadon Sancho	25	7	2387	17	9.8	0.39	52	28	2.07	1.11	2019
81	Spain	La Liga	(GET)	Jaime Mata	27	7	2569	14	12.44	0.46	59	25	2.18	0.92	2018
82	Spain	La Liga	(GET)	Jaime Mata	33	1	2923	11	12	0.39	58	23	1.89	0.75	2019
83	England	Premier League	(LEI)	Jamie Vardy	30	4	2886	18	17.62	0.58	79	38	2.6	1.25	2018
84	England	Premier League	(LEI)	Jamie Vardy	34	1	3271	23	19.28	0.56	89	42	2.58	1.22	2019
85	Italy	Serie A	(ATA)	Josip Ilicic	21	10	2115	11	8.24	0.37	89	36	4	1.62	2017
86	Italy	Serie A	(ATA)	Josip Ilicic	23	8	2262	12	9.29	0.39	101	38	4.24	1.6	2018
87	Italy	Serie A	(ATA)	Josip Ilicic	21	5	1786	15	9.78	0.52	81	36	4.31	1.91	2019
88	Germany	Bundesliga	(CHE)	Kai Havertz	33	1	3033	16	11.17	0.35	87	42	2.73	1.32	2018
89	Germany	Bundesliga	(CHE)	Kai Havertz	29	1	2586	12	9.53	0.35	59	26	2.17	0.96	2019
90	Spain	La Liga	(RMA)	Karim Benzema	35	1	3072	21	17.46	0.54	104	44	3.22	1.36	2018
91	Spain	La Liga	(RMA)	Karim Benzema	36	1	3207	21	21.61	0.64	124	59	3.67	1.75	2019
92	Germany	Bundesliga	(MON)	Kevin Volland	30	1	2693	14	8.79	0.31	55	28	1.94	0.99	2017
93	Germany	Bundesliga	(MON)	Kevin Volland	32	2	2945	14	12.4	0.4	87	43	2.81	1.39	2018
94	Germany	Bundesliga	(MON)	Kevin Volland	24	3	2159	10	11.59	0.51	78	32	3.43	1.41	2019
95	France	France Ligue 1	(PSG)	Kylian Mbappe-Lottin	24	5	2488	33	31.17	1.19	125	70	4.77	2.67	2018
96	France	France Ligue 1	(PSG)	Kylian Mbappe-Lottin	17	3	1611	18	17.98	1.06	87	49	5.13	2.89	2019
97	Italy	Serie A	(CAG)	Leonardo Pavoletti	31	2	2897	11	11.28	0.37	87	34	2.85	1.11	2017
98	Italy	Serie A	(CAG)	Leonardo Pavoletti	31	1	2903	16	11	0.36	84	33	2.75	1.08	2018
99	Spain	La Liga	(BAR)	Lionel Messi	32	4	3123	33	32.54	0.99	197	95	5.99	2.89	2017
100	Spain	La Liga	(BAR)	Lionel Messi	29	5	2849	36	25.49	0.85	170	87	5.67	2.9	2018
101	Spain	La Liga	(BAR)	Lionel Messi	32	1	3067	25	21.63	0.67	159	68	4.93	2.11	2019
102	Spain	La Liga	(ATL)	Luis Suarez	32	1	3008	25	25.65	0.81	121	55	3.82	1.74	2017
103	Spain	La Liga	(ATL)	Luis Suarez	31	2	2954	21	24.88	0.8	112	58	3.6	1.87	2018
104	Spain	La Liga	(ATL)	Luis Suarez	22	6	2126	16	14.32	0.64	79	42	3.53	1.88	2019
105	Brazil	Campeonato Brasileiro Série A	None	Luiz Fernando	21	7	1792	9	6.04	0.32	54	22	2.86	1.17	2017
106	Brazil	Campeonato Brasileiro Série A	(GRE)	Luiz Fernando	21	12	1769	9	5.96	0.32	42	16	2.26	0.86	2017
107	France	France Ligue 15	(REN)	M'Baye Niang	19	10	1911	11	7.44	0.37	64	25	3.18	1.24	2018
108	France	France Ligue 11	(REN)	M'Baye Niang	24	2	2276	10	8.15	0.34	66	30	2.75	1.25	2019
109	Germany	Bundesliga	(DOR)	Marco Reus	27	0	2432	17	13.31	0.52	69	33	2.7	1.29	2018
110	Germany	Bundesliga	(DOR)	Marco Reus	18	1	1561	11	8.54	0.52	47	24	2.86	1.46	2019
111	Italy	Serie A	(PSG)	Mauro Icardi	34	0	3096	29	23.14	0.71	101	53	3.1	1.63	2017
112	Italy	Serie A	(PSG)	Mauro Icardi	24	5	2314	11	14.86	0.61	73	29	3	1.19	2018
113	France	France Ligue 6	(PSG)	Mauro Icardi	14	6	1353	12	12.11	0.85	36	20	2.53	1.4	2019
114	Spain	La Liga	(VAL)	Maxi Gomez	35	1	3168	18	18.01	0.54	83	37	2.49	1.11	2017
115	Spain	La Liga	(VAL)	Maxi Gomez	33	2	3148	13	12.92	0.39	82	28	2.47	0.84	2018
116	France	France Ligue 19	(LYO)	Memphis Depay	29	7	2900	10	13.43	0.44	110	39	3.6	1.28	2018
117	France	France Ligue 15	(LYO)	Memphis Depay	12	1	1077	9	4.53	0.4	48	21	4.23	1.85	2019
118	Spain	La Liga	(SOC)	Mikel Oyarzabal	31	4	2864	12	9.35	0.31	65	32	2.16	1.06	2017
119	Spain	La Liga	(SOC)	Mikel Oyarzabal	36	1	3300	13	11.12	0.32	66	28	1.9	0.81	2018
120	Spain	La Liga	(SOC)	Mikel Oyarzabal	36	1	3247	10	8.89	0.26	62	22	1.81	0.64	2019
121	England	Premier League	(LIV)	Mohamed Salah	37	1	3417	22	20.5	0.57	137	63	3.81	1.75	2018
122	England	Premier League	(LIV)	Mohamed Salah	33	1	3045	19	20.51	0.64	132	59	4.12	1.84	2019
123	Spain	La Liga	(LEV)	Morales	35	0	3180	10	10.71	0.32	61	25	1.82	0.75	2017
124	Spain	La Liga	(LEV)	Morales	35	2	3381	12	13.52	0.38	65	33	1.83	0.93	2018
125	France	France Ligue 5	(LYO)	Moussa Dembele	21	12	2154	15	14.74	0.65	90	39	3.97	1.72	2018
126	France	France Ligue 3	(LYO)	Moussa Dembele	24	3	2358	16	11.42	0.46	56	26	2.26	1.05	2019
127	France	France Ligue 6	(PSG)	Neymar	16	1	1517	15	12.62	0.79	54	25	3.38	1.57	2018
128	France	France Ligue 7	(PSG)	Neymar	15	0	1396	12	15.87	1.08	71	36	4.83	2.45	2019
129	Germany	Bundesliga	(SCF)	Nils Petersen	24	8	2362	15	11.93	0.48	63	24	2.53	0.97	2017
130	Germany	Bundesliga	(SCF)	Nils Petersen	24	10	2595	11	8.47	0.31	55	19	2.01	0.7	2019
131	Germany	Bundesliga	(ARS)	Pierre-Emerick Aubameyang	16	0	1480	13	16.36	1.05	58	27	3.72	1.73	2017
132	England	Premier League	(ARS)	Pierre-Emerick Aubameyang	30	6	2905	22	21.71	0.71	94	39	3.07	1.28	2018
133	England	Premier League	(ARS)	Pierre-Emerick Aubameyang	35	1	3392	22	16.07	0.45	93	42	2.6	1.18	2019
134	England	Premier League	(MNC)	Raheem Sterling	31	3	2930	17	14.19	0.46	77	38	2.5	1.23	2018
135	England	Premier League	(MNC)	Raheem Sterling	30	3	2836	20	20.3	0.68	99	38	3.32	1.27	2019
136	England	Premier League	(WOL)	Raul Jimenez	36	2	3285	13	15.91	0.46	111	33	3.21	0.95	2018
137	England	Premier League	(WOL)	Raul Jimenez	37	1	3445	17	18.49	0.51	118	43	3.25	1.19	2019
138	England	Premier League	(EVE)	Richarlison	32	3	2822	14	11.88	0.4	83	28	2.79	0.94	2018
139	England	Premier League	(EVE)	Richarlison	36	0	3289	13	10.73	0.31	90	32	2.6	0.92	2019
140	Germany	Bundesliga	(BAY)	Robert Lewandowski	24	6	2247	29	26.49	1.12	127	54	5.37	2.28	2017
141	Germany	Bundesliga	(BAY)	Robert Lewandowski	33	0	3090	22	29.27	0.9	144	51	4.43	1.57	2018
142	Germany	Bundesliga	(BAY)	Robert Lewandowski	31	0	2783	34	31.05	1.06	138	67	4.71	2.29	2019
143	Italy	Serie A	(PAR)	Roberto Inglese	33	1	2914	12	9.82	0.32	76	37	2.48	1.21	2017
144	Italy	Serie A	(PAR)	Roberto Inglese	23	2	2075	9	7.86	0.36	47	21	2.15	0.96	2018
145	Brazil	Campeonato Brasileiro Série A	(OPE)	Roger	19	1	1465	11	8.64	0.56	47	20	3.05	1.3	2017
146	Spain	La Liga	(LEV)	Roger	23	8	1999	13	14.1	0.67	71	30	3.37	1.43	2018
147	Spain	La Liga	(LEV)	Roger	26	10	2436	11	11.54	0.45	57	24	2.22	0.94	2019
148	England	Premier League	(LIV)	Sadio Mane	35	1	3236	22	15.33	0.45	87	42	2.55	1.23	2018
149	England	Premier League	(LIV)	Sadio Mane	31	4	2933	18	14.51	0.47	77	36	2.49	1.17	2019
150	Germany	Bundesliga	(BAY)	Serge Gnabry	20	2	1555	10	5.57	0.34	49	23	2.99	1.41	2017
151	Germany	Bundesliga	(BAY)	Serge Gnabry	26	5	2216	12	13.3	0.57	95	40	4.07	1.71	2019
152	England	Premier League	(MNC)	Sergio Aguero	31	2	2566	21	19.45	0.72	118	43	4.37	1.59	2018
153	England	Premier League	(MNC)	Sergio Aguero	18	6	1566	16	15.5	0.94	76	27	4.61	1.64	2019
154	England	Premier League	(TOT)	Son Heung-Min	23	8	2152	12	7.02	0.31	74	29	3.27	1.28	2018
155	England	Premier League	(TOT)	Son Heung-Min	28	2	2663	11	9.25	0.33	81	38	2.89	1.36	2019
156	Germany	Bundesliga	(CHE)	Timo Werner	28	4	2596	13	13.39	0.49	95	40	3.48	1.46	2017
157	Germany	Bundesliga	(CHE)	Timo Werner	29	1	2582	16	15.49	0.57	107	39	3.94	1.43	2018
158	Germany	Bundesliga	(CHE)	Timo Werner	33	1	2744	28	20.8	0.72	123	63	4.26	2.18	2019
159	Brazil	Campeonato Brasileiro Série A	(FOR)	Wellington Paulista	30	3	2278	9	9.35	0.39	63	30	2.63	1.25	2017
160	Brazil	Campeonato Brasileiro Série A	(FOR)	Wellington Paulista	28	3	2650	13	13.67	0.49	66	29	2.37	1.04	2019
161	Spain	La Liga	(SOC)	Willian Jose	32	2	2869	15	13.89	0.46	89	29	2.95	0.96	2017
162	Spain	La Liga	(SOC)	Willian Jose	28	3	2471	12	11.7	0.45	55	26	2.11	1	2018
163	Spain	La Liga	(SOC)	Willian Jose	24	13	2171	11	13.03	0.57	59	19	2.58	0.83	2019
164	Spain	La Liga	(MON)	Wissam Ben Yedder	31	4	2975	18	17.22	0.55	76	36	2.43	1.15	2018
165	France	France Ligue 2	(MON)	Wissam Ben Yedder	25	1	2321	18	12.95	0.53	64	36	2.62	1.47	2019
166	Germany	Bundesliga	(WOB)	Wout Weghorst	33	1	3061	17	16.11	0.5	73	34	2.27	1.06	2018
167	Germany	Bundesliga	(WOB)	Wout Weghorst	30	2	2893	16	18.27	0.6	85	38	2.79	1.25	2019