Documentation: paygo_snapshots_ts

Time series data containing daily snapshots of paygo-type accounts (e.g. Paygops, Angaza), containing both internally calculated and CRM-sourced fields.
To import data in this format you can use our API. -> Api Documentation
Rate limit: 300 requests per minute. Once the limit is exceeded, any further requests will result in a 429 (Too Many Requests) response.
You can also supply us with files in xlsx, csv or json format. -> Example CSV
Row Name Type Example

snapshot_date *

Day for which the snapshot is calculated.

  • * required
date

2021-05-03

account_external_id *

ID for the specific account (e.g. paygo loan) associated with the device.

  • * required
string

C11223344

data_origin

Origin of the data, generic or name of the api

  • auto-generated
string

generic

days_elapsed_installment_calculated

Days elapsed since start of installment period.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

92

days_elapsed_payment_plan_source

Days elapsed since loan start date.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

112

days_elapsed_payment_plan_calculated

Days elapsed since loan start date.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

112

days_to_cutoff_source

Days until system will switch off, -N if locked for N days.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

200

days_to_cutoff_calculated

Days until system will switch off, -N if locked for N days.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

200

days_delays_cumulative_source

Cumulative number of manual delay days applied.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

20

days_delays_cumulative_calculated

Cumulative number of manual delay days applied.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

20

days_delays_daily_source

Manual delay days applied, on day of snapshot.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

15.5

days_delays_daily_calculated

Manual delay days applied, on day of snapshot.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

15.5

days_arrears_historical_source

Cumulative historical days in arrears (cannot decrease).

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

55

days_arrears_historical_nf_calculated

Cumulative historical days in arrears (cannot decrease), non-forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

55

days_arrears_historical_f_calculated

Cumulative historical days in arrears (cannot decrease), forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

55

days_par_status_source

days_arrears_consecutive_source grouped into ranges.

string

1-7

days_par_status_nf_calculated

days_arrears_consecutive_nf grouped into ranges.

string

1-7

days_par_status_f_calculated

days_arrears_consecutive_f grouped into ranges.

string

1-7

days_arrears_consecutive_source

The count of consecutive days in arrears (credit from payments, discounts, delays < 0).

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

45

days_arrears_consecutive_nf_calculated

The count of consecutive days in arrears (credit from payments, discounts, delays < 0), non-forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

45

days_arrears_consecutive_f_calculated

The count of consecutive days in arrears (credit from payments, discounts, delays < 0), forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

45

days_arrears_cumulative_source

Cumulative days late on repayment.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

54

days_arrears_cumulative_nf_calculated

Cumulative days late on repayment, non-forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

54

days_arrears_cumulative_f_calculated

Cumulative days late on repayment, forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

54

amt_arrears_consecutive_source

Amount due from consecutive days late on repayment on a daily basis.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12000.0

amt_arrears_consecutive_nf_calculated

Amount due from consecutive days late on repayment on a daily basis, non-forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12000.0

amt_arrears_consecutive_f_calculated

Amount due from consecutive days late on repayment on a daily basis, forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12000.0

custom

Saves additional imported data out of standard structure

  • auto-generated
jsonb

{ "some": "key" }

organization_id

References Organization of data

  • auto-generated
integer

1

source_id

References Source of data

  • auto-generated
integer

1

updated_at

Timestamp when row was updated

  • auto-generated
datetime

2021-05-03 6:23:55

created_at

Timestamp when row was inserted

  • auto-generated
datetime

2021-05-03 6:23:55

repayment_rate_source

Percentage of installments ever paid.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

repayment_rate_nf_calculated

Percentage of installments ever paid, non-forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

repayment_rate_f_calculated

Percentage of installments ever paid, forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

percent_paid_vs_plan_source

Percentage of expected cumulative amount that is paid.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

percent_paid_vs_plan_calculated

Percentage of expected cumulative amount that is paid.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

percent_paid_vs_financed_source

Percentage of financed amount that is paid.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

percent_paid_vs_financed_calculated

Percentage of financed amount that is paid.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

percent_paid_on_time_source

Percentage of installments paid on time.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

percent_paid_on_time_nf_calculated

Percentage of installments paid on time, non-forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

percent_paid_on_time_f_calculated

Percentage of installments paid on time, forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

percent_elapsed_payment_plan_source

Percentage of loan duration elapsed, independent of payments.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

percent_elapsed_payment_plan_calculated

Percentage of loan duration elapsed, independent of payments.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

percent_elapsed_installments_source

Percentage of installment period elapsed, independent of payments.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

percent_elapsed_installments_calculated

Percentage of installment period elapsed, independent of payments.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12.5

num_expected_repayments_source

The total number of repayments expected, taking into account add-ons and delays.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

20

num_expected_repayments_calculated

The total number of repayments expected, taking into account add-ons and delays.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

20

days_expected_loan_duration_source

Expected loan duration in days, adjusted for offer changes and add-ons, excluding delays.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

120.4

days_expected_loan_duration_calculated

Expected loan duration in days, adjusted for offer changes and add-ons, excluding delays.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

120.4

days_elapsed_installment_source

Days elapsed since start of installment period.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

92

amt_arrears_cumulative_source

Cumulative amount due but not yet paid since installment start. Derived from repayment rate.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12000.5

amt_expected_payment_plan_cumulative_calculated

Expected cumulative payments against receivable balance (principal + interest), net of refunds/reversals, excluding deposits.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_remaining_installment_source

Difference between cumulative amount financed and cumulative amount paid.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_remaining_installment_calculated

Difference between cumulative amount financed and cumulative amount paid.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_lump_sum_add_ons_source

Cumulative amount of lump-sum add-ons sold with the contract.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_lump_sum_add_ons_calculated

Cumulative amount of lump-sum add-ons sold with the contract.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_paid_deposits_cumulative_source

Cumulative amount paid toward deposit, captures partial payments.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

200.0

amt_paid_deposits_cumulative_calculated

Cumulative amount paid toward deposit, captures partial payments.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

200.0

amt_paid_installments_cumulative_source

Cumulative amount paid on receivable balance (principal + interest), net of refunds/reversals. Includes pre-loan, arrears, and prepayments; excludes deposit.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

1200.0

amt_paid_installments_cumulative_calculated

Cumulative amount paid on receivable balance (principal + interest), net of refunds/reversals. Includes pre-loan, arrears, and prepayments; excludes deposit.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

1200.0

amt_paid_payment_plan_cumulative_source

Cumulative amount paid by customer (cash purchases, deposits, installments), net of refunds/reversals.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

1400.0

amt_paid_payment_plan_cumulative_calculated

Cumulative amount paid by customer (cash purchases, deposits, installments), net of refunds/reversals.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

1400.0

amt_payments_daily_source

Amount paid towards the account, on day of snapshot.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_payments_daily_calculated

Amount paid towards the account, on day of snapshot.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_contract_value_without_discounts_source

The total value of the contract without discounts given (i.e. expected amount repaid at the end of the contract).

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

20000.0

amt_contract_value_without_discounts_calculated

The total value of the contract without discounts given (i.e. expected amount repaid at the end of the contract)

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

20000.0

next_payment_due_at_source

The time at which the next payment is due.

datetime

2021-05-03 0:00:00

next_payment_due_at_calculated

The time at which the next payment is due.

datetime

2021-05-03 0:00:00

installment_period_source

The corresponding installment period the snapshot_date belongs to.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

5

installment_period_calculated

The corresponding installment period the snapshot_date belongs to.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

integer

5

actual_maturity_date_source

Actual contract end date, including offer changes, add-ons, delays, and payment lateness.

date

2021-05-03

actual_maturity_date_calculated

Actual contract end date, including offer changes, add-ons, delays, and payment lateness.

date

2021-05-03

expected_maturity_date_source

Expected contract end date, adjusted for offer changes and add-ons, excluding delays.

date

2021-05-03

expected_maturity_date_calculated

Expected contract end date, adjusted for offer changes and add-ons, excluding delays.

date

2021-05-03

account_uid

organization_id + data_origin + account_external_id

  • auto-generated
string

1_crm_C11223344

amt_arrears_cumulative_nf_calculated

Cumulative amount due but not yet paid since installment start, non-forgiving. Derived from repayment rate.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12000.5

amt_arrears_cumulative_f_calculated

Cumulative amount due but not yet paid since installment start, forgiving. Derived from repayment rate

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

12000.5

amt_credit_daily_source

Credit given by amt_refunds_daily_source.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

15.5

amt_credit_daily_nf_calculated

Credit given by amt_refunds_daily_calculated, non-forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

15.5

amt_credit_daily_f_calculated

Credit given by amt_refunds_daily_calculated, forgiving.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

15.5

amt_refunds_cumulative_source

Cumulative refund amount applied.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

20000.0

amt_refunds_cumulative_calculated

Cumulative refund amount applied.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

20000.0

amt_refunds_daily_source

Amount refunded from account, on day of snapshot.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

90.0

amt_refunds_daily_calculated

Amount refunded from account, on day of snapshot.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

90.0

amt_penalties_cumulative_source

Cumulative penalty amount applied.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

10000.0

amt_penalties_cumulative_calculated

Cumulative penalty amount applied.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

10000.0

amt_penalties_daily_source

Penalty amount applied, on day of snapshot.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_penalties_daily_calculated

Penalty amount applied, on day of snapshot.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_discounts_cumulative_source

Cumulative discount amount applied.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_discounts_cumulative_calculated

Cumulative discount amount applied.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_discounts_daily_source

Discount amount applied on day of snapshot.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_discounts_daily_calculated

Discount amount applied on day of snapshot.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_expected_deposits_cumulative_source

Cumulative expected deposits amount.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

200.0

amt_expected_deposits_cumulative_calculated

Cumulative expected deposits amount.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

200.0

amt_expected_installments_cumulative_source

Cumulative expected installment amount, given all payments on-time.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_expected_installments_cumulative_calculated

Cumulative expected installment amount, given all payments on-time.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0

amt_expected_installments_daily_cumulative_source

Expected installment amount, given all payments on-time, standardized over a day.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

13000.0

amt_expected_installments_daily_cumulative_calculated

Expected installment amount, given all payments on-time, standardized over a day.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

13000.0

amt_expected_payment_plan_cumulative_source

Expected cumulative payments against receivable balance (principal + interest), net of refunds/reversals, excluding deposits.

Only period (.) decimal delimiters are supported. Do not use commas (,) — they will cause an error.

float

30000.0