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BaseballPlayerDevelopment

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Split (1)

train · 91 rows

idx int64 0 99	player_id stringclasses 15 values	birth_year int64 1.96k 1.99k	birth_state stringclasses 7 values	career_start_year int64 1.98k 2.01k	career_end_year int64 1.99k 2.02k	hitting_accuracy float64 0.24 0.33	pitching_wins int64 10 230	pitching_strikeouts int64 500 2.5k	career_length_years int64 10 22	hit_streak_average float64 0.2 0.38	home_runs int64 60 250	team_positions stringlengths 1 5
0	P12345	1,980	California	1,999	2,015	0.287	150	1,800	16	0.32	150	1B/DH
1	P12346	1,975	Texas	1,992	2,008	0.31	130	1,500	16	0.25	210	2B/SS
2	P12347	1,982	New York	2,000	2,018	0.29	180	2,200	18	0.35	170	OF/3B
3	P12348	1,978	Florida	1,995	2,010	0.27	140	1,200	15	0.28	120	C/1B
4	P12349	1,985	California	2,002	2,019	0.265	160	1,700	17	0.3	100	SS/3B
5	P12350	1,980	California	1,998	2,016	0.295	165	1,900	18	0.33	160	1B/3B
6	P12350	1,967	Texas	1,985	2,005	0.26	120	1,100	20	0.31	220	OF/3B
7	P12350	1,976	Ohio	1,993	2,008	0.295	100	1,100	15	0.31	130	1B
8	P12350	1,987	New York	2,003	2,017	0.25	90	1,100	14	0.22	90	OF
9	P12350	1,990	California	2,008	2,020	0.295	10	500	12	0.28	140	2B/3B
10	P12350	1,967	Texas	1,985	2,005	0.26	170	1,900	20	0.31	220	OF/3B
11	P12350	1,979	Florida	1,997	2,015	0.255	170	1,900	18	0.33	140	1B/DH
12	P12350	1,965	Florida	1,984	1,999	0.3	110	1,300	15	0.34	220	OF
13	P12350	1,965	Illinois	1,984	1,999	0.25	200	1,000	15	0.2	80	2B/OF
15	P12351	1,975	Texas	1,991	2,007	0.32	120	1,100	16	0.29	220	OF/DH
16	P12351	1,979	New York	1,996	2,015	0.32	145	1,350	19	0.27	230	1B/DH
17	P12351	1,981	Texas	1,996	2,011	0.325	160	1,400	15	0.29	180	OF/3B
18	P12351	1,984	California	1,999	2,015	0.26	200	1,600	16	0.3	180	P
19	P12351	1,984	Texas	1,999	2,015	0.28	200	1,600	16	0.33	180	OF
20	P12351	1,979	New York	1,994	2,015	0.32	210	2,300	21	0.38	230	1B/DH
21	P12351	1,984	California	2,001	2,019	0.26	140	1,100	18	0.3	90	OF/3B
22	P12351	1,973	New York	1,991	2,004	0.315	140	1,400	13	0.31	200	3B
23	P12351	1,970	New York	1,989	2,004	0.33	170	1,900	15	0.3	130	OF/1B
25	P12352	1,982	New York	2,000	2,018	0.305	200	2,400	18	0.31	180	OF/SS
26	P12352	1,981	Florida	1,998	2,013	0.295	165	1,600	15	0.33	200	C/1B
27	P12352	1,979	California	1,991	2,013	0.275	120	1,300	12	0.27	90	C
28	P12352	1,991	Florida	2,006	2,019	0.24	120	1,400	13	0.23	130	1B/DH
29	P12352	1,979	New York	1,995	2,011	0.3	220	1,900	16	0.37	200	P
30	P12352	1,981	Florida	1,998	2,013	0.295	160	1,600	15	0.3	130	C/1B
31	P12352	1,973	Texas	1,991	2,008	0.24	130	1,300	17	0.29	80	2B/SS
32	P12352	1,969	California	1,986	1,999	0.295	120	1,100	13	0.29	190	OF/DH
33	P12352	1,980	Texas	1,995	2,010	0.29	160	1,300	15	0.35	110	3B/SS
35	P12353	1,978	Florida	1,995	2,010	0.28	130	1,000	15	0.27	110	C/1B
36	P12353	1,983	California	2,000	2,017	0.275	155	1,450	17	0.3	180	SS/3B
37	P12353	1,983	Florida	2,000	2,016	0.3	180	1,600	16	0.33	160	OF/3B
38	P12353	1,976	Texas	1,991	2,006	0.275	170	1,300	15	0.33	160	C/1B
39	P12353	1,992	Florida	2,009	2,019	0.275	120	1,100	10	0.31	130	SS/3B
40	P12353	1,983	California	2,000	2,017	0.275	180	1,700	17	0.33	120	SS/3B
41	P12353	1,987	New York	2,004	2,021	0.28	150	1,600	17	0.32	130	OF/3B
42	P12353	1,977	Texas	1,988	2,010	0.32	155	1,600	22	0.37	180	C/1B
43	P12353	1,978	California	1,990	2,006	0.27	140	1,100	16	0.27	100	C/1B
45	P12354	1,985	California	2,002	2,019	0.275	150	1,300	17	0.28	90	SS/3B
46	P12354	1,974	California	1,989	2,004	0.285	130	1,250	15	0.29	190	OF/2B
47	P12354	1,977	New York	1,995	2,010	0.285	90	1,000	15	0.26	80	2B
48	P12354	1,990	New York	2,007	2,017	0.28	110	900	10	0.26	110	P
49	P12354	1,983	California	1,997	2,014	0.285	180	1,400	17	0.32	160	1B/DH
50	P12354	1,974	California	1,989	2,009	0.28	150	1,400	10	0.27	110	OF/2B
51	P12354	1,980	Florida	1,999	2,017	0.25	120	1,000	18	0.27	70	C/1B
52	P12354	1,971	New York	1,989	2,011	0.275	100	900	22	0.22	160	2B/SS
53	P12354	1,983	Ohio	1,998	2,013	0.28	190	2,000	15	0.25	140	OF/DH
55	P12355	1,979	Texas	1,994	2,011	0.265	140	1,200	17	0.27	100	1B/DH
56	P12355	1,985	Texas	1,994	2,010	0.29	140	1,400	16	0.28	200	C/1B
57	P12355	1,980	Texas	1,998	2,015	0.31	150	1,700	17	0.31	170	OF/SS
58	P12355	1,988	Florida	1,998	2,012	0.29	150	1,400	14	0.31	120	OF
59	P12355	1,986	Texas	2,004	2,018	0.29	150	1,300	14	0.29	170	OF
60	P12355	1,986	Texas	1,997	2,016	0.305	190	2,000	19	0.34	200	1B/DH
61	P12355	1,982	California	2,003	2,018	0.295	160	1,500	15	0.34	110	2B/SS
62	P12355	1,962	California	1,978	1,994	0.33	180	1,900	16	0.35	250	1B/DH
63	P12355	1,976	Pennsylvania	1,992	2,007	0.31	180	1,600	15	0.32	120	1B/C
65	P12356	1,981	Florida	1,999	2,017	0.31	180	2,300	18	0.32	170	OF/DH
66	P12356	1,977	New York	1,991	2,009	0.31	155	1,300	18	0.25	240	2B/SS
67	P12356	1,982	Ohio	1,999	2,013	0.29	130	1,400	14	0.3	120	1B
68	P12356	1,982	California	1,997	2,011	0.27	130	1,200	14	0.28	100	2B/SS
69	P12356	1,987	New York	2,000	2,017	0.31	190	1,800	17	0.34	220	2B/SS
70	P12356	1,970	New York	1,985	2,005	0.255	130	1,200	20	0.25	100	C/1B
71	P12356	1,975	Texas	1,993	2,011	0.265	140	1,100	18	0.28	85	C/1B
72	P12356	1,976	Florida	1,990	2,007	0.28	145	1,350	17	0.28	150	SS/3B
73	P12356	1,981	California	2,000	2,015	0.26	150	1,400	15	0.28	90	3B/2B
75	P12357	1,977	New York	2,001	2,019	0.29	190	2,500	18	0.3	200	C/1B
76	P12357	1,982	Florida	2,002	2,016	0.28	170	1,800	14	0.32	160	OF/3B
77	P12357	1,978	California	1,994	2,017	0.27	110	1,200	13	0.25	70	C/1B
78	P12357	1,979	Texas	1,995	2,009	0.265	140	1,100	14	0.27	130	P
79	P12357	1,978	Florida	1,996	2,012	0.27	110	900	16	0.27	100	C/1B
80	P12357	1,984	Florida	1,999	2,014	0.285	170	1,800	15	0.32	140	SS/3B
81	P12357	1,985	New York	2,002	2,020	0.27	170	1,700	18	0.31	120	OF/3B
82	P12357	1,967	New York	1,982	1,997	0.31	160	1,800	15	0.33	210	C/1B
83	P12357	1,977	New York	1,991	2,006	0.3	210	2,300	15	0.33	160	SS/3B
85	P12358	1,983	California	2,003	2,019	0.285	160	1,400	16	0.29	120	2B/SS
86	P12358	1,976	California	1,992	2,008	0.27	135	1,550	16	0.26	210	1B/DH
87	P12358	1,984	Florida	2,001	2,017	0.32	190	1,800	16	0.34	200	OF/3B
88	P12358	1,985	New York	2,000	2,015	0.28	200	1,500	15	0.32	170	SS/3B
89	P12358	1,993	California	2,010	2,022	0.28	230	2,000	12	0.31	210	P
90	P12358	1,976	California	2,001	2,018	0.29	150	1,500	17	0.31	130	C/1B
91	P12358	1,977	Florida	1,995	2,012	0.245	110	900	17	0.26	65	C/1B
92	P12358	1,970	Texas	1,985	2,000	0.305	150	1,200	15	0.31	230	2B/SS
93	P12358	1,979	Florida	1,993	2,008	0.28	170	1,800	15	0.31	130	1B/OF
95	P12359	1,976	Texas	1,992	2,010	0.3	170	1,600	18	0.31	130	OF/3B
96	P12359	1,988	Texas	1,999	2,014	0.305	175	1,900	15	0.34	190	SS/3B
97	P12359	1,975	New York	1,992	2,010	0.26	140	1,100	18	0.28	60	SS/3B
98	P12359	1,981	Florida	1,996	2,011	0.255	100	800	15	0.24	140	OF
99	P12359	1,981	Texas	1,998	2,013	0.275	140	1,200	15	0.3	150	SS/3B

Subsets and Splits