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