blocks-transformer/data_dictionary_updated_T.csv
Ankur Malik d94d65ed2d
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Add pd v3 pre processing block
2025-12-04 10:50:08 -05:00

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1var_namedescriptiondata_typevalid_minvalid_maxcap_min_typecap_min_valuecap_max_typecap_max_valuedefault_treatment_typedefault_treatment_valuemissing_treatment_typemissing_treatment_valuescaling_typeencoding_typeis_categoryis_predictoris_idis_targetmonotonicforceignoreobserved_cap_min_valueobserved_cap_max_valueobserved_default_treatment_valueobserved_missing_treatment_value
2US34SUtilization for open unsecured installment loans verified in past 12 monthsint0999fixed0percentile0.99unk11000142
3US28STotal loan amount of open unsecured installment loans verified in past 12 monthsint0999999999fixed20percentile0.99unk1-1002034594
4US101STotal balance of all unsecured installment loans verified in past 12 monthsint0999999999fixed0percentile0.99unk1-100029848
5US01SNumber of unsecured installment loansint0999fixed0percentile0.99unk11000103
6TRV10The number of months with at least one nonmortgage account balance decrease over the last 12 months. If multiple accounts have a balanceint012fixed0fixed12unk1100012
7TRV06The number of months with at least one nonmortgage account balance increase over the last 12 months. If multiple accounts have a balance increaseint012fixed0fixed12unk1-100012
8SE21CDMonths since most recent unpaid secured installment 120+ dpd or worse trade reported as closedint0999fixed0percentile0.99unk1-1000999
9SE20SMonths since oldest secured installment loan openedint0999fixed0percentile0.99unk1-1000204
10SE09SNumber of secured installment loans opened in past 24 monthsint0999fixed0percentile0.99unk110009
11SE06SNumber of secured installment loans opened in past 6 monthsint0999fixed0percentile0.99unk110003
12SE02SNumber of open secured installment loansint0999fixed0percentile0.99unk110003
13RLE907Months since most recent over-payment on a real estate accountint0999fixed0percentile0.99unk1-1000999
14PER253Average aggregate excess payment for personal loans over the past 6 monthsint0999999999fixed0percentile0.99unk1-10001276
15PER225Average payment ratio for personal loans over the past 24 monthsfloat050fixed0percentile0.99unk1-10006
16PER223Average payment ratio for personal loans over the past 6 monthsfloat050fixed0percentile0.99unk1-10007
17PER205Total payment ratio for personal loans over the past 24 monthsfloat050fixed0percentile0.99unk1-10006
18PER204Total payment ratio for personal loans over the past 12 monthsfloat050fixed0percentile0.99unk1-10006
19PER203Total payment ratio for personal loans over the past 6 monthsfloat050fixed0percentile0.99unk1-10007
20PER201Total payment ratio for personal loans over the past monthfloat050fixed0percentile0.99unk1-10007
21PDMAG01The past due magnitude algorithm measures the degree of aggregate non-mortgage past due amount change over the last 24 months by considering the past due amount patterns. High indexes indicate a high degree of past due amount growth.int0600fixed0percentile0.99unk11000600
22PAYMNT06The ratio of the sum of all payments to the sum of all the minimum monthly obligations reported in the last 6 months for installment accounts.float050fixed0percentile0.99unk110007
23INAP01Total scheduled monthly payment for open installment loans verified in past 12 months. Note: If monthly payment amount is missing, it will be imputedint0999999999fixed0percentile0.99unk110002849
24FI32SMaximum current balance owed on open finance installment loans verified in past 12 monthsint0999999999fixed-4percentile0.99unk1100-452864
25FI28STotal loan amount of open finance installment loans verified in past 12 monthsint0999999999fixed25percentile0.99unk1-1002597005
26CV26The percentage of accounts that went from active (balance > $0) to inactive ($0 balance) at any time within the past 12 months.float0100fixed0percentile0.99unk1-100060
27CTA17Number of instances where a non-mortgage account was utilized more than 90% since the most recent account was openedint0999fixed0percentile0.99unk1100059
28AUT201Total payment ratio (payment made/minimum payment due) for auto loans over the past 1 monthfloat050fixed0percentile0.99unk1-100025
29AT35BAverage balance of open trades verified in past 12 months (excluding mortgage and home equity)int0999999999fixed0percentile0.99unk1100023594
30AEPMAG05The aggregate excess payment magnitude algorithm measures the degree of aggregate personal loan aggregate excess payment change over the last 24 months by considering the aggregate excess payment patterns. High indexes indicate a high degree of aggregate excess payment growth.int0600fixed23percentile0.99unk1-10023374
31tuseqno_accidUnique Applicant ID string0100
32is_model_A_popis_model_A_pop flag int010100