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nhl-skaters-dataset

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train · 946k rows

game_id int64 2B 2.02B	player_id int64 8.44M 8.48M	team_id int64 1 90	timeOnIce int64 0 4.32k	assists int64 0 5	goals int64 0 5	shots int64 0 16	hits int64 0 15 ⌀	powerPlayGoals int64 0 4	powerPlayAssists int64 0 5	penaltyMinutes int64 0 57	faceOffWins int64 0 31	faceoffTaken int64 0 46	takeaways int64 0 8 ⌀	giveaways int64 0 8 ⌀	blocked int64 0 15 ⌀	plusMinus int64 -7 7	evenTimeOnIce int64 0 3.41k	shortHandedTimeOnIce int64 0 908	powerPlayTimeOnIce int64 0 1.21k
2,016,020,205	8,476,473	53	1,453	0	0	1	5	0	0	0	0	0	3	1	1	-1	1,293	130	30
2,016,020,205	8,475,171	53	1,337	0	0	2	3	0	0	0	0	0	0	1	2	0	1,197	50	90
2,016,020,205	8,477,460	53	656	0	0	3	2	0	0	0	3	5	1	0	0	0	560	96	0
2,016,020,205	8,462,038	53	893	1	0	0	0	0	0	0	1	2	0	0	0	0	893	0	0
2,016,020,246	8,471,218	52	1,188	0	1	4	2	0	0	0	2	3	0	0	3	1	1,085	48	55
2,016,020,246	8,470,834	52	1,552	0	1	3	1	0	0	0	0	0	0	0	3	-1	1,410	63	79
2,016,020,246	8,470,828	52	1,236	0	0	2	0	0	0	0	0	0	0	1	2	-2	1,138	57	41
2,016,020,246	8,477,429	52	737	0	0	2	0	0	0	0	0	1	1	0	0	-1	676	61	0
2,016,020,246	8,475,769	52	632	0	0	2	2	0	0	0	0	0	1	0	0	0	617	0	15
2,016,020,246	8,477,448	52	938	1	0	1	2	0	0	0	0	2	1	1	0	0	888	0	50
2,016,020,246	8,479,339	52	1,101	0	0	2	1	0	0	0	0	0	0	0	2	-4	1,046	0	55
2,016,020,246	8,475,788	52	663	0	0	0	2	0	0	0	1	5	0	0	1	0	598	50	15
2,016,020,246	8,477,504	52	1,267	0	0	2	5	0	0	0	0	0	0	0	4	0	1,258	0	9
2,016,020,246	8,474,074	52	771	0	0	0	3	0	0	0	0	0	0	1	0	0	771	0	0
2,016,020,246	8,475,279	52	862	0	0	0	2	0	0	0	0	0	1	0	1	0	799	63	0
2,016,020,246	8,476,885	52	1,427	0	0	2	2	0	0	0	0	0	1	2	1	-2	1,314	57	56
2,016,020,246	8,477,940	52	1,214	1	0	4	1	0	0	0	0	0	0	0	1	-2	1,159	0	55
2,016,020,246	8,476,460	52	1,279	1	0	3	0	0	0	0	9	18	3	0	1	-2	1,176	48	55
2,016,020,246	8,477,464	52	1,047	1	0	1	0	0	0	0	2	9	1	0	0	0	997	0	50
2,016,020,246	8,476,392	52	712	0	0	1	2	0	0	0	10	16	0	0	0	-2	651	11	50
2,016,020,246	8,469,501	52	613	0	0	2	4	0	0	2	0	0	0	0	1	0	598	0	15
2,016,020,246	8,479,293	52	719	0	0	1	3	0	0	0	0	0	2	1	1	-1	697	22	0
2,016,020,246	8,474,668	4	814	0	0	2	1	0	0	0	0	0	1	1	1	0	814	0	0
2,016,020,246	8,473,512	4	901	1	0	2	2	0	0	0	13	19	0	0	0	1	837	5	59
2,016,020,246	8,471,762	4	684	0	0	0	1	0	0	0	3	4	0	0	0	0	620	64	0
2,016,020,246	8,478,439	4	722	1	0	0	1	0	0	2	0	0	0	0	0	0	722	0	0
2,016,020,246	8,478,500	4	1,192	1	0	1	2	0	0	0	0	0	0	1	4	1	1,073	58	61
2,016,020,246	8,475,430	4	1,253	0	1	2	1	0	0	0	0	0	0	1	2	2	1,191	62	0
2,016,020,246	8,474,584	4	1,230	0	0	4	4	0	0	0	0	0	0	0	2	0	1,166	5	59
2,016,020,246	8,477,930	4	915	0	0	2	5	0	0	0	5	9	0	0	1	2	857	58	0
2,016,020,246	8,474,161	4	1,142	0	0	1	2	0	0	0	0	0	1	0	0	0	1,081	0	61
2,016,020,246	8,476,461	4	1,180	0	1	1	0	0	0	0	8	19	1	1	0	1	1,062	57	61
2,016,020,246	8,473,584	4	1,227	1	0	0	2	0	0	0	0	0	1	1	3	0	1,109	57	61
2,016,020,246	8,475,462	4	1,211	2	0	1	6	0	0	0	0	0	0	1	3	2	1,158	53	0
2,016,020,246	8,476,177	4	957	1	0	1	3	0	0	0	0	0	1	0	0	2	891	5	61
2,016,020,246	8,475,170	4	894	1	0	0	1	0	0	0	1	1	1	0	0	1	835	0	59
2,016,020,246	8,476,393	4	717	0	0	1	0	0	0	0	0	2	2	0	1	0	717	0	0
2,016,020,246	8,468,309	4	1,087	0	1	1	0	0	0	0	0	0	0	1	0	1	1,023	5	59
2,016,020,246	8,477,290	4	882	0	1	2	1	0	0	0	0	0	2	2	2	1	882	0	0
2,016,020,246	8,474,190	4	872	0	1	1	0	0	0	0	0	0	0	2	1	1	762	51	59
2,016,020,107	8,466,148	16	1,011	0	1	4	1	1	0	0	1	1	1	0	0	-1	694	142	175
2,016,020,107	8,471,769	16	1,312	0	0	1	0	0	0	0	0	0	0	0	2	-1	1,040	272	0
2,016,020,107	8,465,058	16	869	0	0	1	4	0	0	0	0	0	0	0	1	0	679	190	0
2,016,020,107	8,477,929	16	695	0	0	1	2	0	0	0	1	1	0	0	0	0	521	174	0
2,016,020,107	8,466,285	16	1,261	0	0	1	1	0	0	0	0	0	0	1	1	-1	1,068	13	180
2,016,020,107	8,470,607	16	1,401	1	0	0	3	0	1	0	0	0	1	1	0	0	845	266	290
2,016,020,107	8,475,209	16	1,027	1	0	0	3	0	1	0	0	0	1	0	0	-1	852	0	175
2,016,020,107	8,473,604	16	1,368	1	0	2	0	0	1	0	17	26	0	1	0	0	952	197	219
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2,016,020,107	8,474,141	16	1,414	1	0	5	1	0	1	2	0	0	0	0	0	0	1,100	5	309
2,016,020,107	8,477,951	16	518	0	0	0	0	0	0	0	2	4	0	0	0	0	378	0	140
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2,016,020,107	8,473,573	16	1,094	0	1	3	1	0	0	0	8	16	1	0	0	0	821	28	245
2,016,020,107	8,478,550	16	1,090	1	1	4	1	1	0	0	0	0	0	1	0	1	793	8	289
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2,016,020,107	8,476,923	1	1,115	0	0	2	1	0	0	2	0	0	0	2	1	0	882	32	201
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2,016,020,107	8,471,233	1	1,175	0	0	1	2	0	0	0	9	25	0	0	0	0	783	172	220
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2,016,020,107	8,472,382	1	1,258	0	0	1	0	0	0	0	0	0	0	1	1	0	977	281	0
2,016,020,107	8,478,401	1	954	0	0	3	0	0	0	2	3	8	0	0	0	0	673	61	220
2,016,020,107	8,478,566	1	800	0	0	1	3	0	0	0	0	0	0	0	2	0	575	225	0
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2,016,020,107	8,474,641	1	1,260	0	0	1	0	0	0	0	8	16	1	0	2	0	800	211	249
2,016,020,107	8,475,151	1	998	1	0	3	1	0	0	0	0	0	0	0	1	1	741	44	213
2,016,020,107	8,475,186	1	1,177	0	1	1	2	0	0	0	0	0	0	1	2	1	997	180	0
2,016,020,107	8,475,791	1	1,201	1	0	4	1	0	0	0	0	0	1	0	2	0	949	32	220
2,016,020,107	8,479,483	1	1,068	1	0	4	1	0	1	0	0	0	0	1	0	-1	800	0	268
2,016,020,107	8,479,250	1	430	0	0	1	1	0	0	0	0	0	1	0	0	0	430	0	0
2,016,020,107	8,469,500	1	865	0	0	1	0	0	0	0	1	1	2	0	0	0	616	0	249
2,016,021,020	8,474,602	5	1,634	0	0	3	1	0	0	0	0	0	0	2	0	1	1,305	0	329
2,016,021,020	8,475,208	5	1,555	0	0	4	0	0	0	0	0	0	0	0	1	0	1,330	169	56
2,016,021,020	8,471,675	5	1,571	1	1	4	0	0	0	0	17	27	1	1	1	2	1,176	24	371
2,016,021,020	8,477,839	5	1,194	1	1	7	1	0	0	0	0	0	0	0	0	2	1,106	0	88
2,016,021,020	8,468,493	5	1,186	0	0	0	0	0	0	2	0	0	0	1	2	-1	1,067	115	4
2,016,021,020	8,476,897	5	361	0	0	1	0	0	0	0	0	1	0	0	0	-1	270	91	0
2,016,021,020	8,477,404	5	1,243	2	0	3	0	0	0	0	0	0	0	2	0	2	1,155	0	88
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2,016,021,020	8,473,548	5	1,355	1	0	3	0	0	1	2	0	0	1	2	2	0	1,046	0	309
2,016,021,020	8,474,009	5	973	0	0	0	0	0	0	0	6	18	0	0	2	-1	769	162	42
2,016,021,020	8,470,543	5	1,125	1	0	1	2	0	1	0	0	0	0	1	1	0	912	24	189
2,016,021,020	8,475,832	5	613	0	0	0	1	0	0	0	0	0	0	0	0	-1	456	157	0
2,016,021,020	8,471,215	5	1,374	0	1	5	0	1	0	0	10	18	1	0	2	0	1,065	0	309
2,016,021,020	8,474,013	5	1,370	0	0	1	0	0	0	0	0	0	0	0	2	0	1,219	147	4
2,016,021,020	8,477,244	5	1,278	0	0	1	0	0	0	0	0	0	0	1	2	0	1,115	75	88
2,016,021,020	8,476,293	5	787	0	0	1	3	0	0	2	0	0	0	0	0	-1	783	0	4
2,016,021,020	8,477,240	5	315	0	0	0	0	0	0	0	1	2	0	0	1	-1	229	86	0
2,016,021,020	8,468,309	5	308	0	0	0	0	0	0	0	0	0	0	0	1	0	270	38	0
2,016,021,020	8,470,966	20	1,375	0	0	3	0	0	0	4	0	0	1	0	1	-1	1,173	100	102
2,016,021,020	8,474,749	20	938	0	0	0	3	0	0	0	0	0	0	1	0	1	894	44	0
2,016,021,020	8,468,674	20	1,483	0	1	3	2	0	0	0	0	0	0	0	1	0	1,171	312	0
2,016,021,020	8,475,907	20	1,028	0	0	1	2	0	0	0	0	0	0	1	4	0	1,021	7	0
2,016,021,020	8,477,935	20	892	1	0	1	2	0	0	0	5	12	0	1	1	1	815	77	0
2,016,021,020	8,473,564	20	1,131	0	0	2	1	0	0	2	0	1	1	0	1	-2	958	60	113