Pngme Feature Library is no longer supported, as of February 17, 2023. Please consider using Pngme's /decision APIs instead:
A collection of code examples which generate modelling features for a mobile phone user using Pngme's Python Client for Pngme's REST APIs.
| Name | Description |
|---|---|
| average_end_of_day_depository_balance | average end-of-day balance total across all depository accounts |
| average_end_of_day_loan_balance | average end-of-day balance total across all loan accounts |
| count_betting_and_lottery_events | count of betting and lottery events across all accounts |
| count_insufficient_funds_events | count of insufficient funds events across all accounts |
| count_loan_declined_events | count of loan declined events across all accounts |
| count_loan_defaulted_events | count of loan defaulted events across all accounts |
| count_loan_repaid_events | count of loan fully repaid events across all accounts |
| count_loan_repayment_events | count of loan repayment events across all accounts |
| count_missed_payment_events | count of missed scheduled payment events across all accounts |
| count_opened_loans | count of institutions with one or more opened loans over a time period |
| count_overdraft_events | count of overdraft events across all accounts |
| count_transactions_depository | count of depository transactions across all accounts |
| count_user_shared_device_ids | count of user shared device ids |
| daily_average_of_stacked_loan_alerts | daily average of open loans for a given period using labels as source |
| data_recency_minutes | Returns the time in minutes between utc_endtime and the most recent financial event or alert |
| debt_to_income_ratio_latest | ratio between the sum of balances across all loan accounts and sum of credit transactions across all depository accounts |
| median_end_of_day_depository_balance | median end-of-day balance total across all depository accounts |
| net_cash_flow | net cash flow (inflow minus outflow) across all depository accounts |
| standard_deviation_of_week_to_week_sum_of_credits_0_84 | proxy for income consistency. standard deviation f week-to-week sum of credit across all depository accounts over 0-84 days |
| sum_of_credits | proxy for income. sum of credit transactions across all depository accounts |
| sum_of_debits | proxy for expense. sum of debit transactions across all depository accounts |
| sum_of_depository_balances_latest | current balance summed across all depository accounts |
| sum_of_loan_balances_latest | current balance summed across all loan accounts |
| sum_of_loan_repayments | sum of loan repayments |