action_taken (target) | nominal | 6 unique values 0 missing | |
agency_code | numeric | 6 unique values 0 missing | |
applicant_ethnicity | numeric | 4 unique values 0 missing | |
applicant_income_000s | numeric | 1186 unique values 6212 missing | |
applicant_race_1 | numeric | 7 unique values 0 missing | |
applicant_sex | numeric | 4 unique values 0 missing | |
application_date_indicator | numeric | 2 unique values 0 missing | |
census_tract_number | numeric | 2597 unique values 190 missing | |
co_applicant_ethnicity | numeric | 5 unique values 0 missing | |
co_applicant_race_1 | numeric | 8 unique values 0 missing | |
co_applicant_sex | numeric | 5 unique values 0 missing | |
county_code | numeric | 62 unique values 131 missing | |
denial_reason_1 | numeric | 9 unique values 38157 missing | |
hoepa_status | numeric | 2 unique values 0 missing | |
lien_status | numeric | 4 unique values 0 missing | |
loan_purpose | numeric | 3 unique values 0 missing | |
loan_type | numeric | 4 unique values 0 missing | |
msamd | numeric | 14 unique values 3645 missing | |
owner_occupancy | numeric | 3 unique values 0 missing | |
preapproval | numeric | 3 unique values 0 missing | |
property_type | numeric | 3 unique values 0 missing | |
purchaser_type | numeric | 9 unique values 0 missing | |
sequence_number | numeric | 28134 unique values 0 missing | |
hud_median_family_income | numeric | 15 unique values 190 missing | |
loan_amount_000s | numeric | 1627 unique values 0 missing | |
number_of_1_to_4_family_units | numeric | 2133 unique values 254 missing | |
number_of_owner_occupied_units | numeric | 1831 unique values 235 missing | |
minority_population | numeric | 3230 unique values 193 missing | |
population | numeric | 3242 unique values 193 missing | |
tract_to_msamd_income | numeric | 3805 unique values 205 missing | |