Features (India)

Returns features for Indian customers.

To retrieve a subset of features, provide a list of feature names in the features query parameter. To retrieve all features, omit the features query parameter.

To retrieve average loan balances and depository balances for a specified institution provide one or a list of institution ids in the institutions query parameter. The list of institution ids for a specific user can be found in the Institutions by user id endpoint

To retrieve the features in a year set all_time parameter to True or Yes, case sensitive

The user is identified by providing one of user_uuid, phone_number, or external_id.

The features are:

  • average_end_of_day_depository_balance
  • average_end_of_day_loan_balance
  • count_betting_and_lottery_events
  • count_insufficient_funds_events
  • count_loan_declined_events
  • count_loan_defaulted_events
  • count_loan_missed_payment_events
  • count_loan_opened_events
  • count_loan_repayment_events
  • count_of_currencies
  • count_of_institutions
  • count_overdraft_events
  • count_transactions_depository
  • count_user_shared_device_ids
  • count_user_shared_phone_numbers
  • daily_average_of_stacked_loan_alerts
  • daily_average_of_stacked_loan_fes
  • difference_count_of_loans_opened_to_loans_delinquent
  • difference_count_of_loans_opened_to_loans_repaid
  • loan_sharks_alert_institutions_ratio
  • loan_sharks_fes_ratio
  • median_depository_credit
  • median_depository_debit
  • median_end_of_day_depository_balance
  • median_end_of_day_loan_balance
  • min_end_of_day_depository_balance
  • net_cash_flow
  • primary_currency
  • slope_end_of_day_depository_balance
  • slope_end_of_day_loan_balance
  • stdev_end_of_day_depository_balance
  • sum_of_atm_credits
  • sum_of_atm_debits
  • sum_of_betting_and_lottery_debits
  • sum_of_credits
  • sum_of_debits
  • sum_of_depository_balances_latest
  • sum_of_depository_transactions_between_user_accounts
  • sum_of_loan_debits
  • sum_of_loan_repayments
  • sum_of_non_mpesa_credits
  • sum_of_non_mpesa_debits
  • sum_of_pos_credits
  • sum_of_pos_debits

More features can be found in the Feature Grouping section

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Query Params
string
Defaults to 25412345678X

Phone number including the country code. This should match the phone number passed to the mobile SDK. If given, external_id and user_uuid must not be specified.

string

Identifies the user using a key external to Pngme's systems. This should match the external_id passed to the mobile SDK. If given, phone_number and user_uuid must not be specified.

string

Unique identifier generated when a user is created by your mobile app. If given external_id and phone_number must not be specified.

date-time
Defaults to 2023-11-17T00:00:00

Represents the timestamp until which all the fields of the report will be calculated. If not specified, the request instant will be used as timestamp.

features
array of strings

Optional comma delimited set of features to be included in the response.

features
string

Optional Institutions ids to filter features, one or more can be provided. When provided, only end of day loan balance and end of day depository balance features related to the specified institutions will be returned.

string

Boolean value, when set to True, returns all the features but in a period of one year instead of the periods 0-30, 0-90 and 31-90.

Responses

400

Invalid parameters or unable to find the user

401

Not authenticated

403

Not authorized

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