adf marginals:
                 educ        empinc        intinc        divinc
count  100000.000000  1.000000e+05  1.000000e+05  1.000000e+05
mean       15.498420  5.889883e+04  6.629566e+03  1.546541e+04
std         2.873468  1.957317e+05  1.399234e+04  2.859471e+04
min        11.000000  0.000000e+00  0.000000e+00  0.000000e+00
1%         11.000000  0.000000e+00  0.000000e+00  0.000000e+00
5%         11.000000  1.223000e+03  0.000000e+00  0.000000e+00
10%        12.000000  2.046000e+03  0.000000e+00  0.000000e+00
25%        13.000000  5.191000e+03  1.244000e+03  0.000000e+00
50%        15.000000  1.622350e+04  2.956000e+03  8.080000e+03
75%        18.000000  5.089000e+04  7.070000e+03  1.800325e+04
90%        20.000000  1.331247e+05  1.552430e+04  3.721200e+04
95%        20.000000  2.290055e+05  2.445810e+04  5.704860e+04
99%        20.000000  6.521817e+05  5.736125e+04  1.287127e+05
max        20.000000  2.414245e+07  1.196056e+06  1.078641e+06
adf correlations:
             educ    empinc    intinc    divinc
educ    1.000000  0.279289  0.266338  0.172499
empinc  0.279289  1.000000  0.328406  0.159347
intinc  0.266338  0.328406  1.000000  0.356430
divinc  0.172499  0.159347  0.356430  1.000000
missing_percent= 80.0730
idf marginals:
                 educ        empinc        intinc        divinc
count  100000.000000  1.000000e+05  1.000000e+05  1.000000e+05
mean       15.498420  5.889883e+04  6.639223e+03  1.547068e+04
std         2.873468  1.957317e+05  1.425402e+04  2.873864e+04
min        11.000000  0.000000e+00  0.000000e+00  0.000000e+00
1%         11.000000  0.000000e+00  0.000000e+00  0.000000e+00
5%         11.000000  1.223000e+03  0.000000e+00  0.000000e+00
10%        12.000000  2.046000e+03  0.000000e+00  0.000000e+00
25%        13.000000  5.191000e+03  1.145700e+03  0.000000e+00
50%        15.000000  1.622350e+04  2.803800e+03  8.508562e+03
75%        18.000000  5.089000e+04  6.863700e+03  1.591437e+04
90%        20.000000  1.331247e+05  1.571646e+04  3.868560e+04
95%        20.000000  2.290055e+05  2.581600e+04  5.796040e+04
99%        20.000000  6.521817e+05  5.908723e+04  1.292640e+05
max        20.000000  2.414245e+07  1.196056e+06  1.078641e+06
idf correlations:
             educ    empinc    intinc    divinc
educ    1.000000  0.279289  0.270511  0.149410
empinc  0.279289  1.000000  0.332998  0.154500
intinc  0.270511  0.332998  1.000000  0.340683
divinc  0.149410  0.154500  0.340683  1.000000
all_agg_missing_intinc= 0.276
imp_agg_missing_intinc= 0.277
all_zer_missing_intinc= 19644
imp_zer_missing_intinc= 19640
all_agg_missing_divinc= 0.541
imp_agg_missing_divinc= 0.542
all_zer_missing_divinc= 34060
imp_zer_missing_divinc= 34456
