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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

BaseballPlayerDevelopment

tags: hitting skills, pitching performance, career longevity

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'BaseballPlayerDevelopment' dataset focuses on the progression of baseball players with respect to their hitting skills, pitching performance, and career longevity. It contains various features that track the player's performance over time, which could be used for machine learning models predicting player development and success in the sport.

CSV Content Preview:

player_id,birth_year,birth_state,career_start_year,career_end_year,hitting_accuracy,pitching_wins,pitching_strikeouts,career_length_years,hit_streak_average,home_runs,team_positions
P12345,1980,California,1999,2015,0.287,150,1800,16,0.32,150,1B/DH
P12346,1975,Texas,1992,2008,0.310,130,1500,16,0.25,210,2B/SS
P12347,1982,New York,2000,2018,0.290,180,2200,18,0.35,170,OF/3B
P12348,1978,Florida,1995,2010,0.270,140,1200,15,0.28,120,C/1B
P12349,1985,California,2002,2019,0.265,160,1700,17,0.30,100,SS/3B

In this CSV preview, each row represents a baseball player with their relevant data, including the player's ID, birth year, birth state, career start and end years, hitting accuracy (a measure of the player's hitting skills), pitching wins and strikeouts (a measure of the player's pitching performance), career length in years, average hit streak, total home runs, and the positions the player has played throughout their career. The 'label' column can be used to group players into categories such as 'elite hitters', 'top pitchers', 'career longevity', etc., based on their performance metrics.

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'sports':

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