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baseball players by ethnicity, 1947 - 2016
Raw
data.csv
year of_players ethnicity of_war
1947 0.983 White 0.999
1948 0.985 White 0.976
1957 0.881 White 0.828
1977 0.179 African American 0.272
1978 0.174 African American 0.242
1979 0.179 African American 0.242
1980 0.174 African American 0.264
1981 0.187 African American 0.26
1982 0.179 African American 0.221
1983 0.18 African American 0.258
1984 0.184 African American 0.229
1985 0.183 African American 0.242
1986 0.183 African American 0.228
1958 0.867 White 0.799
1987 0.177 African American 0.206
1988 0.173 African American 0.202
1989 0.165 African American 0.224
1990 0.166 African American 0.24
1991 0.17 African American 0.224
1992 0.167 African American 0.238
1993 0.168 African American 0.212
1994 0.172 African American 0.22
1995 0.161 African American 0.18
1996 0.16 African American 0.188
1959 0.848 White 0.78
1997 0.15 African American 0.167
1998 0.143 African American 0.199
1999 0.136 African American 0.158
2000 0.128 African American 0.139
2001 0.121 African American 0.127
2002 0.108 African American 0.124
2003 0.104 African American 0.117
2004 0.101 African American 0.109
2005 0.091 African American 0.113
2006 0.09 African American 0.097
1960 0.823 White 0.795
2007 0.085 African American 0.116
2008 0.082 African American 0.103
2009 0.071 African American 0.118
2010 0.078 African American 0.111
2011 0.079 African American 0.129
2012 0.072 African American 0.114
2013 0.067 African American 0.077
2014 0.067 African American 0.11
2015 0.072 African American 0.116
2016 0.067 African American 0.083
1961 0.826 White 0.746
1947 0.007 Latino -0.003
1948 0.007 Latino -0.002
1949 0.019 Latino 0.007
1950 0.03 Latino 0.017
1951 0.028 Latino 0.045
1952 0.027 Latino 0.042
1953 0.03 Latino 0.054
1954 0.037 Latino 0.063
1955 0.05 Latino 0.05
1956 0.051 Latino 0.037
1962 0.819 White 0.713
1957 0.052 Latino 0.057
1958 0.059 Latino 0.063
1959 0.065 Latino 0.066
1960 0.089 Latino 0.067
1961 0.077 Latino 0.08
1962 0.08 Latino 0.094
1963 0.082 Latino 0.099
1964 0.089 Latino 0.101
1965 0.088 Latino 0.112
1966 0.097 Latino 0.124
1963 0.801 White 0.704
1967 0.107 Latino 0.124
1968 0.108 Latino 0.135
1969 0.111 Latino 0.124
1970 0.117 Latino 0.097
1971 0.106 Latino 0.095
1972 0.109 Latino 0.102
1973 0.11 Latino 0.085
1974 0.115 Latino 0.089
1975 0.102 Latino 0.101
1976 0.115 Latino 0.097
1964 0.793 White 0.686
1977 0.114 Latino 0.104
1978 0.113 Latino 0.08
1979 0.107 Latino 0.079
1980 0.116 Latino 0.07
1981 0.111 Latino 0.073
1982 0.117 Latino 0.113
1983 0.116 Latino 0.092
1984 0.12 Latino 0.102
1985 0.113 Latino 0.089
1986 0.118 Latino 0.077
1965 0.783 White 0.644
1987 0.123 Latino 0.116
1988 0.145 Latino 0.111
1989 0.132 Latino 0.123
1990 0.148 Latino 0.116
1991 0.161 Latino 0.159
1992 0.156 Latino 0.166
1993 0.169 Latino 0.143
1994 0.178 Latino 0.189
1995 0.192 Latino 0.155
1996 0.204 Latino 0.218
1966 0.769 White 0.636
1997 0.235 Latino 0.194
1998 0.228 Latino 0.239
1999 0.235 Latino 0.282
2000 0.247 Latino 0.277
2001 0.26 Latino 0.29
2002 0.265 Latino 0.293
2003 0.268 Latino 0.317
2004 0.277 Latino 0.329
2005 0.278 Latino 0.284
2006 0.279 Latino 0.284
1949 0.966 White 0.939
1967 0.756 White 0.674
2007 0.261 Latino 0.277
2008 0.273 Latino 0.269
2009 0.285 Latino 0.251
2010 0.272 Latino 0.296
2011 0.269 Latino 0.29
2012 0.269 Latino 0.28
2013 0.277 Latino 0.307
2014 0.277 Latino 0.273
2015 0.277 Latino 0.28
2016 0.274 Latino 0.292
1968 0.738 White 0.645
1947 0 Asian 0
1948 0 Asian 0
1949 0 Asian 0
1950 0 Asian 0
1951 0 Asian 0
1952 0 Asian 0
1953 0 Asian 0
1954 0 Asian 0
1955 0 Asian 0
1956 0 Asian 0
1969 0.744 White 0.632
1957 0 Asian 0
1958 0 Asian 0
1959 0 Asian 0
1960 0 Asian 0
1961 0 Asian 0
1962 0 Asian 0
1963 0 Asian 0
1964 0.001 Asian 0.001
1965 0.001 Asian 0.002
1966 0 Asian 0
1970 0.737 White 0.668
1967 0 Asian 0
1968 0 Asian 0
1969 0 Asian 0
1970 0 Asian 0
1971 0 Asian 0
1972 0 Asian 0
1973 0 Asian 0
1974 0 Asian 0
1975 0 Asian 0
1976 0 Asian 0
1971 0.739 White 0.66
1977 0 Asian 0
1978 0 Asian 0
1979 0 Asian 0
1980 0 Asian 0
1981 0 Asian 0
1982 0 Asian 0
1983 0 Asian 0
1984 0 Asian 0
1985 0 Asian 0
1986 0 Asian 0
1972 0.729 White 0.649
1987 0 Asian 0
1988 0 Asian 0
1989 0 Asian 0
1990 0 Asian 0
1991 0.001 Asian 0
1992 0 Asian 0
1993 0 Asian 0
1994 0.001 Asian 0
1995 0.002 Asian 0.005
1996 0.004 Asian 0.006
1973 0.716 White 0.66
1997 0.005 Asian 0.006
1998 0.008 Asian 0.012
1999 0.012 Asian 0.01
2000 0.013 Asian 0.026
2001 0.012 Asian 0.021
2002 0.019 Asian 0.019
2003 0.018 Asian 0.022
2004 0.018 Asian 0.02
2005 0.023 Asian 0.02
2006 0.019 Asian 0.028
1974 0.711 White 0.668
2007 0.022 Asian 0.034
2008 0.023 Asian 0.041
2009 0.021 Asian 0.032
2010 0.019 Asian 0.023
2011 0.017 Asian 0.013
2012 0.019 Asian 0.022
2013 0.02 Asian 0.043
2014 0.018 Asian 0.027
2015 0.017 Asian 0.023
2016 0.021 Asian 0.025
1975 0.713 White 0.65
1976 0.705 White 0.661
1950 0.953 White 0.91
1977 0.707 White 0.623
1978 0.713 White 0.678
1979 0.714 White 0.679
1980 0.711 White 0.667
1981 0.701 White 0.667
1982 0.704 White 0.666
1983 0.703 White 0.65
1984 0.696 White 0.668
1985 0.703 White 0.669
1986 0.7 White 0.695
1951 0.943 White 0.867
1987 0.699 White 0.678
1988 0.682 White 0.687
1989 0.703 White 0.652
1990 0.686 White 0.644
1991 0.668 White 0.618
1992 0.677 White 0.596
1993 0.663 White 0.645
1994 0.65 White 0.591
1995 0.645 White 0.66
1996 0.632 White 0.588
1952 0.944 White 0.883
1997 0.609 White 0.633
1998 0.62 White 0.55
1999 0.617 White 0.55
2000 0.612 White 0.557
2001 0.607 White 0.562
2002 0.608 White 0.564
2003 0.61 White 0.545
2004 0.603 White 0.543
2005 0.609 White 0.583
2006 0.613 White 0.591
1953 0.933 White 0.873
2007 0.631 White 0.573
2008 0.621 White 0.586
2009 0.622 White 0.598
2010 0.63 White 0.57
2011 0.635 White 0.567
2012 0.639 White 0.583
2013 0.636 White 0.573
2014 0.637 White 0.591
2015 0.634 White 0.581
2016 0.637 White 0.599
1954 0.907 White 0.852
1947 0.009 African American 0.004
1948 0.007 African American 0.026
1949 0.015 African American 0.054
1950 0.017 African American 0.072
1951 0.029 African American 0.088
1952 0.029 African American 0.075
1953 0.037 African American 0.074
1954 0.056 African American 0.085
1955 0.052 African American 0.127
1956 0.067 African American 0.145
1955 0.898 White 0.822
1957 0.067 African American 0.115
1958 0.074 African American 0.137
1959 0.088 African American 0.154
1960 0.089 African American 0.138
1961 0.097 African American 0.174
1962 0.101 African American 0.193
1963 0.117 African American 0.197
1964 0.117 African American 0.212
1965 0.127 African American 0.242
1966 0.134 African American 0.24
1956 0.882 White 0.818
1967 0.136 African American 0.202
1968 0.154 African American 0.22
1969 0.145 African American 0.244
1970 0.146 African American 0.235
1971 0.155 African American 0.246
1972 0.161 African American 0.249
1973 0.174 African American 0.255
1974 0.174 African American 0.243
1975 0.185 African American 0.25
1976 0.18 African American 0.243
Raw
pivot.csv
year White Asian Latino African American
1947 0.983 0 0.007 0.009
1948 0.985 0 0.007 0.007
1949 0.966 0 0.019 0.015
1950 0.953 0 0.03 0.017
1951 0.943 0 0.028 0.029
1952 0.944 0 0.027 0.029
1953 0.933 0 0.03 0.037
1954 0.907 0 0.037 0.056
1955 0.898 0 0.05 0.052
1956 0.882 0 0.051 0.067
1957 0.881 0 0.052 0.067
1958 0.867 0 0.059 0.074
1959 0.848 0 0.065 0.088
1960 0.823 0 0.089 0.089
1961 0.826 0 0.077 0.097
1962 0.819 0 0.08 0.101
1963 0.801 0 0.082 0.117
1964 0.793 0.001 0.089 0.117
1965 0.783 0.001 0.088 0.127
1966 0.769 0 0.097 0.134
1967 0.756 0 0.107 0.136
1968 0.738 0 0.108 0.154
1969 0.744 0 0.111 0.145
1970 0.737 0 0.117 0.146
1971 0.739 0 0.106 0.155
1972 0.729 0 0.109 0.161
1973 0.716 0 0.11 0.174
1974 0.711 0 0.115 0.174
1975 0.713 0 0.102 0.185
1976 0.705 0 0.115 0.18
1977 0.707 0 0.114 0.179
1978 0.713 0 0.113 0.174
1979 0.714 0 0.107 0.179
1980 0.711 0 0.116 0.174
1981 0.701 0 0.111 0.187
1982 0.704 0 0.117 0.179
1983 0.703 0 0.116 0.18
1984 0.696 0 0.12 0.184
1985 0.703 0 0.113 0.183
1986 0.7 0 0.118 0.183
1987 0.699 0 0.123 0.177
1988 0.682 0 0.145 0.173
1989 0.703 0 0.132 0.165
1990 0.686 0 0.148 0.166
1991 0.668 0.001 0.161 0.17
1992 0.677 0 0.156 0.167
1993 0.663 0 0.169 0.168
1994 0.65 0.001 0.178 0.172
1995 0.645 0.002 0.192 0.161
1996 0.632 0.004 0.204 0.16
1997 0.609 0.005 0.235 0.15
1998 0.62 0.008 0.228 0.143
1999 0.617 0.012 0.235 0.136
2000 0.612 0.013 0.247 0.128
2001 0.607 0.012 0.26 0.121
2002 0.608 0.019 0.265 0.108
2003 0.61 0.018 0.268 0.104
2004 0.603 0.018 0.277 0.101
2005 0.609 0.023 0.278 0.091
2006 0.613 0.019 0.279 0.09
2007 0.631 0.022 0.261 0.085
2008 0.621 0.023 0.273 0.082
2009 0.622 0.021 0.285 0.071
2010 0.63 0.019 0.272 0.078
2011 0.635 0.017 0.269 0.079
2012 0.639 0.019 0.269 0.072
2013 0.636 0.02 0.277 0.067
2014 0.637 0.018 0.277 0.067
2015 0.634 0.017 0.277 0.072
2016 0.637 0.021 0.274 0.067
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