| action_taken (target) | nominal | 7 unique values
0 missing | |
| agency_code | numeric | 6 unique values
0 missing | |
| applicant_ethnicity | numeric | 4 unique values
0 missing | |
| applicant_income_000s | numeric | 1459 unique values
12344 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 | 2625 unique values
351 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
247 missing | |
| denial_reason_1 | numeric | 9 unique values
76281 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
7170 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 | 10 unique values
0 missing | |
| sequence_number | numeric | 49497 unique values
0 missing | |
| hud_median_family_income | numeric | 15 unique values
351 missing | |
| loan_amount_000s | numeric | 2000 unique values
0 missing | |
| number_of_1_to_4_family_units | numeric | 2156 unique values
459 missing | |
| number_of_owner_occupied_units | numeric | 1842 unique values
418 missing | |
| minority_population | numeric | 3307 unique values
355 missing | |
| population | numeric | 3304 unique values
355 missing | |
| tract_to_msamd_income | numeric | 3904 unique values
373 missing | |