Smile Cards

Variable NameAttribute NameTime Period
core_{morning|afternoon|evening|late_night}_txn_amt_{period}Total transaction value during the stated time of day1, 3, 6, 12 Months
core_{morning|afternoon|evening|late_night}_txn_cnt_{period}Number of transactions during the stated time of day1, 3, 6, 12 Months
core_avg_ticket_size_{period}Average Ticket Size1, 3, 6, 12 Months
core_txn_amt_{period}Total Spend1, 3, 6, 12 Months
core_txn_cnt_{period}Number of transactions1, 3, 6, 12 Months
core_days_since_first_txnNumber of days activeNot applicable
core_lastseen_dateLast approved/declined transaction date24 Months
core_months_on_bookCustomer tenure (Months on Book)Not applicable
core_distinct_ind_cnt_{period}Number of distinct industries1 Week, 1, 3, 6, 12 Months
core_distinct_mer_cnt_{period}Number of distinct merchants1 Week, 1, 3, 6, 12 Months
core_cum_txn_amt_70pct_ind_cnt_{period}Number of top industries with cumulative spend greater than 70%1 Week, 1, 3, 6, 12 Months
core_ind_std_dev_txn_amt_pct_{period}Standard deviation of spend percentages across all industries1 Week, 1, 3, 6, 12 Months
core_{cnp|cp}_distinct_mer_cnt_{period}Number of distinct Card Not Present / Card Present merchants1 Week, 1, 3, 6, 12 Months
core_cnp_to_cp_txn_amt_ratio_{period}Card Not Present to Card Present spend ratio1, 3, 6, 12 Months
core_cnp_to_cp_txn_cnt_ratio_{period}Card Not Present to Card Present transaction-count ratio1, 3, 6, 12 Months
core_{cnp|cp}_txn_amt_pct_{period}Card Not Present / Card Present spend percentage1, 3, 6, 12 Months
core_{cnp|cp}_txn_cnt_pct_{period}Card Not Present / Card Present transaction percentage1, 3, 6, 12 Months
core_nfc_avg_txn_cnt_{period}Monthly average number of contactless transactions3, 6, 12 Months
core_nfc_txn_amt_{period} / core_nfc_txn_cnt_{period}Total amount / count of contactless transactions1, 3, 6, 12 Months
core_onl_avg_txn_cnt_{period}Monthly average number of online transactions3, 6, 12 Months
core_onl_txn_amt_{period} / core_onl_txn_cnt_{period}Total amount / count of online transactions1, 3, 6, 12 Months
core_pos_avg_txn_cnt_{period}Monthly average number of POS transactions3, 6, 12 Months
core_pos_txn_amt_{period} / core_pos_txn_cnt_{period}Total amount / count of POS transactions1, 3, 6, 12 Months
core_tkn_avg_txn_cnt_{period}Monthly average number of tokenized transactions3, 6, 12 Months
core_tkn_txn_amt_{period} / core_tkn_txn_cnt_{period}Total amount / count of tokenized transactions1, 3, 6, 12 Months
core_recur_txn_amt_{period} / core_recur_txn_cnt_{period}Total amount / count of recurring transactions1, 3, 6, 12 Months
core_cash_advance_txn_amt_pct_{period}Cash Advance spend as a percentage of total spend1, 3, 6, 12 Months
core_cash_advance_txn_cnt_{period}Number of cash-advance transactions1, 3, 6, 12 Months
core_cash_advance_txn_cnt_pct_{period}Cash Advance transactions as a percentage of total transaction count1, 3, 6, 12 Months
core_dom_max_txn_amt_{period}Highest domestic spend1 Week, 1, 3, 6, 12 Months
core_dom_txn_amt_{period} / core_dom_txn_cnt_{period}Total domestic spend / transaction count1, 3, 6, 12 Months
core_dom_txn_amt_pct_{period} / core_dom_txn_cnt_pct_{period}Domestic spend / transaction-count percentage1, 3, 6, 12 Months
core_dom_cp_max_txn_amt_{period}Highest Cardholder Present domestic spend1 Week, 1, 3, 6, 12 Months
core_dom_cp_txn_amt_{period} / core_dom_cp_txn_cnt_{period}Total Cardholder Present domestic spend / transaction count1, 3, 6, 12 Months
core_xb_max_txn_amt_{period}Highest cross-border spend1 Week, 1, 3, 6, 12 Months
core_xb_txn_amt_{period} / core_xb_txn_cnt_{period}Total cross-border spend / transaction count1, 3, 6, 12 Months
core_xb_txn_amt_pct_{period} / core_xb_txn_cnt_pct_{period}Cross-border spend / transaction-count percentage1, 3, 6, 12 Months
core_xb_cp_max_txn_amt_{period}Highest Cardholder Present cross-border spend1 Week, 1, 3, 6, 12 Months
core_xb_cp_txn_amt_{period} / core_xb_cp_txn_cnt_{period}Total Cardholder Present cross-border spend / transaction count1, 3, 6, 12 Months
core_weekend_weekday_txn_amt_ratio_{period}Weekend-to-weekday spend ratio1, 3, 6, 12 Months
core_weekend_weekday_txn_cnt_ratio_{period}Weekend-to-weekday transaction ratio1, 3, 6, 12 Months
core_{category}_max_txn_amt_{period}Highest spend in the stated category or industry1 Week, 1, 3, 6, 12 Months
core_{category}_txn_amt_pct_{period}Stated category or industry spend percentage1, 3, 6, 12 Months
core_{category}_txn_cnt_{period}Number of transactions in the stated category or industry1, 3, 6, 12 Months
core_{cas|fai|lux|nic|ris|trv}_max_to_avg_txn_amt_ratio_{period}Highest-to-average transaction-spend ratio in the stated category1 Week, 1, 3, 6, 12 Months
core_{lux|nag|nic}_to_nec_txn_amt_ratio_{period}Luxury / Now & Again / Niche to Necessity spend ratio1, 3, 6, 12 Months
diag_avg_ticket_size_chng_pct_{hoh|mom|qoq|yoy}Percentage change in average ticket size6, 1, 3, 12 Months
diag_txn_amt_chng_pct_{hoh|mom|qoq|yoy}Percentage change in total spend6, 1, 3, 12 Months
diag_txn_chng_amt_{hoh|mom|qoq|yoy}Change in total spend amount6, 1, 3, 12 Months
diag_txn_cnt_chng_pct_{hoh|mom|qoq|yoy}Percentage change in total transactions6, 1, 3, 12 Months
diag_distinct_mer_cnt_chng_pct_{hoh|mom|qoq|yoy}Percentage change in distinct merchant count6, 1, 3, 12 Months
diag_{category}_lastseen_txn_days_cntDays since the last transaction in the stated category or industry24 Months
diag_{category}_txn_amt_chng_pct_{hoh|mom|qoq|yoy}Percentage change in stated-category spend6, 1, 3, 12 Months
diag_{category}_txn_chng_amt_{hoh|mom|qoq|yoy}Change in stated-category spend amount6, 1, 3, 12 Months
diag_{cnp|cp}_distinct_mer_cnt_chng_pct_{hoh|mom|qoq|yoy}Percentage change in distinct CNP / CP merchants6, 1, 3, 12 Months
diag_{cnp|cp}_txn_amt_chng_pct_{hoh|mom|qoq|yoy}Percentage change in CNP / CP spend6, 1, 3, 12 Months
diag_{cnp|cp}_txn_amt_pct_share_chng_{hoh|mom|qoq|yoy}Change in CNP / CP spend percentage6, 1, 3, 12 Months
diag_{cnp|cp}_txn_chng_amt_{hoh|mom|qoq|yoy}Change in CNP / CP spend amount6, 1, 3, 12 Months
diag_{cnp|cp}_txn_cnt_chng_pct_{hoh|mom|qoq|yoy}Percentage change in CNP / CP transactions6, 1, 3, 12 Months
diag_{cnp|cp}_txn_cnt_pct_share_chng_{hoh|mom|qoq|yoy}Change in CNP / CP transaction percentage6, 1, 3, 12 Months
diag_dom_lastseen_txn_days_cnt / diag_xb_lastseen_txn_days_cntDays since last domestic / cross-border transaction24 Months
diag_{dom|xb}_txn_amt_chng_pct_{hoh|mom|qoq|yoy}Percentage change in domestic / cross-border spend6, 1, 3, 12 Months
diag_{dom|xb}_txn_chng_amt_{hoh|mom|qoq|yoy}Change in domestic / cross-border spend amount6, 1, 3, 12 Months
diag_{dom|xb}_txn_chng_cnt_{hoh|mom|qoq|yoy}Change in domestic / cross-border transaction count6, 1, 3, 12 Months
diag_{dom|xb}_txn_cnt_chng_pct_{hoh|mom|qoq|yoy}Percentage change in domestic / cross-border transactions6, 1, 3, 12 Months
diag_cash_advance_amt_chng_pct_{hoh|mom|qoq|wow|yoy}Percentage change in cash-advance amount6, 1, 3, 1 Week, 12 Months
diag_cash_advance_chng_amt_{hoh|mom|qoq|yoy}Change in cash-advance amount6, 1, 3, 12 Months
diag_cash_advance_txn_cnt_chng_pct_{hoh|mom|qoq|wow|yoy}Percentage change in cash-advance transaction count6, 1, 3, 1 Week, 12 Months
diag_recur_txn_cnt_chng_pct_{hoh|mom|qoq|yoy}Percentage change in recurring transaction count6, 1, 3, 12 Months
diag_recur_txn_amt_chng_pct_{hoh|mom|qoq|yoy} / diag_recur_txn_chng_amt_{hoh|mom|qoq|yoy}Percentage / amount change in recurring transactions6, 1, 3, 12 Months
diag_spd_stability_{cash_advance|declined_od|rc51}_pct_{1d|1w|1m}Spend stability for cash advance / overdraft decline / RC 51 decline24 Months, 1 Week, 1 Month
diag_spd_stability_pct_{1d|1w|1m}Spend stability24 Months, 1 Week, 1 Month
diag_spd_stability_mer_max_avg_txn_{amt|cnt}_ratio_{1w|1m}Stability of maximum-to-average transaction amount / count per merchant1 Week, 1 Month
oper_auth_decl_txn_cnt_{period}Total number of declined transactions1 Week, 1, 3, 6, 12 Months
oper_auth_decl_txn_cnt_pct_{period}Declined transactions as a percentage of total transactions1 Week, 1, 3, 6, 12 Months
oper_auth_decl_txn_amt_chng_pct_{hoh|mom|qoq|wow|yoy}Percentage change in total declined amount6, 1, 3, 1 Week, 12 Months
oper_auth_decl_txn_chng_amt_{hoh|mom|qoq|wow|yoy}Change in total declined amount6, 1, 3, 1 Week, 12 Months
oper_auth_decl_txn_cnt_chng_pct_{hoh|mom|qoq|wow|yoy}Percentage change in declined transaction count6, 1, 3, 1 Week, 12 Months
oper_auth_od_decl_txn_amt_{period} / oper_auth_od_decl_txn_cnt_{period}Total amount / count of overdraft-declined transactions1 Week, 1, 3, 6, 12 Months
oper_auth_od_decl_txn_amt_chng_pct_{hoh|mom|qoq|wow|yoy}Percentage change in overdraft-declined amount6, 1, 3, 1 Week, 12 Months
oper_auth_od_decl_txn_cnt_chng_pct_{hoh|mom|qoq|wow|yoy}Percentage change in overdraft-declined transaction count6, 1, 3, 1 Week, 12 Months
oper_auth_rc51_decl_cnt_chng_pct_{hoh|mom|qoq|wow|yoy}Percentage change in declines due to insufficient funds (RC 51)6, 1, 3, 1 Week, 12 Months
oper_auth_rc51_decl_txn_amt_chng_pct_{hoh|mom|qoq|wow|yoy}Percentage change in declined amount due to insufficient funds (RC 51)6, 1, 3, 1 Week, 12 Months
oper_auth_rc51_decl_txn_chng_amt_{hoh|mom|qoq|wow|yoy}Change in declined amount due to insufficient funds (RC 51)6, 1, 3, 1 Week, 12 Months
oper_auth_rc51_decl_txn_cnt_pct_{period}Percentage of declines due to insufficient funds (RC 51)1 Week, 1, 3, 6, 12 Months
oper_first_cbk_txn_amt_{period} / oper_first_cbk_txn_cnt_{period}First chargeback amount / count1 Week, 1, 3, 6, 12 Months
oper_first_cbk_txn_amt_pct_{period}Chargeback rate by amount1 Week, 1, 3, 6, 12 Months
oper_second_cbk_txn_amt_{period} / oper_second_cbk_txn_cnt_{period}Second presentment amount / count1 Week, 1, 3, 6, 12 Months
oper_second_cbk_txn_{amt|cnt}_chng_pct_{hoh|mom|qoq|wow|yoy}Percentage change in second-presentment amount / count6, 1, 3, 1 Week, 12 Months
oper_second_first_cbk_txn_cnt_ratio_{period}Representment rate1 Week, 1, 3, 6, 12 Months
oper_fl_second_cbk_txn_amt_3mFlag for cardholder-dispute second-presentment chargebacks for three consecutive months3 Months
oper_spd_stability_second_cbk_txn_amt_pct_{1d|1w|1m}Second-presentment spend stability percentage24 Months, 1 Week, 1 Month
oper_non_fraud_cbk_txn_amt_{period} / oper_non_fraud_cbk_txn_cnt_{period}Non-fraud chargeback amount / count1 Week, 1, 3, 6, 12 Months
oper_fraud_avg_ticket_size_{1w|1m}Fraud average ticket value1 Week, 1 Month
oper_fraud_cbk_txn_amt_{period} / oper_fraud_cbk_txn_cnt_{period}Fraud chargeback amount / count1 Week, 1, 3, 6, 12 Months
oper_fraud_{cnp|cp}_txn_amt_{1w|1m}Card Not Present / Card Present fraud spend amount1 Week, 1 Month
oper_fraud_{cnp|cp}_txn_amt_pct_{1w|1m}Percentage of CNP / CP fraud spend1 Week, 1 Month
oper_fraud_{cnp|cp}_txn_cnt_{1w|1m}Number of CNP / CP fraud transactions1 Week, 1 Month
oper_fraud_{cnp|cp}_txn_cnt_pct_{1w|1m}Percentage of CNP / CP fraud transactions1 Week, 1 Month
oper_fraud_decline_rate_{1w|1m}Fraud decline rate (transaction)1 Week, 1 Month
oper_fraud_declined_{invalid_pin|suspected}_txn_amt_{1w|1m}Declined amount due to invalid PIN / suspected fraud1 Week, 1 Month
oper_fraud_declined_{invalid_pin|suspected}_txn_cnt_{1w|1m}Number of declined transactions due to invalid PIN / suspected fraud1 Week, 1 Month
oper_fraud_{dom|xb}_{cnp|cp}_txn_amt_{1w|1m}Domestic / cross-border CNP / CP fraud amount1 Week, 1 Month
oper_fraud_{dom|xb}_{cnp|cp}_txn_cnt_{1w|1m}Domestic / cross-border CNP / CP fraud count1 Week, 1 Month
oper_fraud_max_txn_amt_{1w|1m}Highest fraud amount1 Week, 1 Month
oper_fraud_onl_txn_amt_{1w|1m} / oper_fraud_onl_txn_cnt_{1w|1m}Total CNP fraud online spend / transaction count1 Week, 1 Month
oper_fraud_onl_txn_amt_pct_{1w|1m} / oper_fraud_onl_txn_cnt_pct_{1w|1m}Online CNP fraud amount / count as a share of CNP fraud1 Week, 1 Month
oper_fraud_txn_amt_{1w|1m} / oper_fraud_txn_cnt_{1w|1m}Total fraud amount / transaction count1 Week, 1 Month
oper_fraud_txn_amt_pct_{1w|1m}Percentage of fraud spend1 Week, 1 Month
pred_approved_txn_active_months_cnt_{6m|9m|12m}Number of months with at least one approved transaction6, 9, 12 Months
pred_approved_txn_cnt_12mCardholder's total approved transaction count12 Months
pred_active_month_12mNumber of active months in the past year12 Months
pred_lastseen_dateDays since last approved/declined transaction24 Months
pred_months_on_bookTenureNot applicable
pred_txn_amt_24m_12m / pred_txn_cnt_24m_12mTotal spend / transaction count in the year before the past year24 Months
pred_cash_txn_cnt_24m_12mCash transaction count in the year before the past year24 Months
pred_txn_amt_3mTotal transaction amount spent in the past 3 months3 Months
pred_weekend_txn_amt_12mWeekend spend in the past year12 Months
pred_weekend_weekday_txn_amt_ratio_12mWeekend-to-weekday amount ratio12 Months
pred_3x_stddev_declined_txn_amt_3mThird standard deviation of declined spend in the last 3 months3 Months
pred_min_approved_txn_amt_12m / pred_min_declined_txn_amt_3mMinimum approved / declined transaction amount12 / 3 Months
pred_distinct_industry_cnt_12mNumber of distinct industries with spend12 Months
pred_dom_approved_txn_active_months_cnt_{9m|12m}Number of months with approved domestic transactions9, 12 Months
pred_dom_cash_txn_cnt_24m_12mDomestic cash transaction count in the year before the past year24 Months
pred_dom_declined_txn_amt_12m / pred_dom_declined_txn_cnt_3mDomestic declined spend / transaction count12 / 3 Months
pred_cp_approved_txn_amt_3mTotal approved card-present spend3 Months
pred_cp_approved_txn_cnt_pct_3mCardholder's wallet share of card-present transactions3 Months
pred_cp_declined_txn_active_months_cnt_6mNumber of months with declined card-present transactions6 Months
pred_cp_declined_txn_cnt_12mTotal declined card-present transactions12 Months
pred_cash_advance_approved_txn_active_months_cnt_12mNumber of months with approved ATM transactions12 Months
pred_cash_advance_approved_txn_amt_12m / pred_cash_advance_approved_txn_cnt_12mTotal approved ATM amount / count12 Months
pred_cash_advance_approved_txn_amt_pct_12m / pred_cash_advance_approved_txn_cnt_pct_12mApproved ATM amount / count as a percentage of all approved transactions12 Months
pred_cash_advance_p25_txn_amt_6m25th percentile of ATM transaction amount6 Months
pred_cash_advance_range_txn_cnt_6mMonthly ATM transaction-count range6 Months
pred_declined_invalid_amt_txn_amt_12mTotal declined amount due to invalid amount12 Months
pred_declined_invalid_amt_txn_avg_ticket_size_9mAverage ticket value of transactions declined due to invalid amount9 Months
pred_declined_invalid_pin_txn_amt_12mTotal declined amount due to invalid PIN12 Months
pred_cof_approved_txn_avg_ticket_size_9mAverage ticket value of card-on-file transactions9 Months
pred_cof_declined_txn_active_months_cnt_6m / pred_cof_declined_txn_amt_12mMonths with / total amount of declined card-on-file transactions6 / 12 Months
pred_onl_approved_txn_amt_12mOnline approved spend percentage12 Months
pred_onl_approved_txn_avg_ticket_size_{3m|12m}Average ticket value of approved online transactions3, 12 Months
pred_onl_decline_txn_active_months_cnt_6mMonths with ecommerce declines6 Months
pred_onl_declined_txn_amt_12m / pred_onl_declined_txn_cnt_6mEcommerce declined spend / transaction count12 / 6 Months
pred_onl_max_txn_amt_6mMaximum online purchase amount6 Months
pred_onl_txn_amt_3mTotal online (ecommerce) transaction amount3 Months
pred_pos_eap_lastseen_txn_days_cntDays since POS transaction in eating places24 Months
pred_pos_p75_txn_amt_6m75th percentile of POS purchase amount6 Months
pred_recur_declined_txn_amt_12m / pred_recur_declined_txn_avg_ticket_size_3mRecurring spend declined / average ticket value of declined recurring transactions12 / 3 Months
pred_trv_approved_txn_active_months_cnt_6mMonths with travel-industry transactions6 Months
pred_trv_approved_txn_amt_12mTotal spend in travel industries12 Months
pred_xb_approved_txn_active_months_cnt_6mMonths in which cross-border transactions are observed6 Months
pred_aaf_txn_amt_1mSpend in family apparel industry1 Month
pred_aap_txn_cnt_3mTransaction count in apparel and accessories super industry3 Months
pred_cec_txn_amt_3mSpend in consumer electronics and computers super industry3 Months
pred_everyday_approved_txn_amt_12m / pred_everyday_approved_txn_cnt_6mApproved spend / count in everyday industries12 / 6 Months
pred_everyday_approved_txn_month_cnt_3mMonths with transactions in the everyday category3 Months
pred_fis_kurtosis_txn_cnt_12m / pred_fis_max_txn_amt_12m / pred_fis_std_dev_txn_amt_12mFinance & Insurance transaction-count kurtosis / maximum spend / spend standard deviation12 Months
pred_fsv_kurtosis_txn_cnt_12m / pred_fsv_max_txn_amt_12m / pred_fsv_std_dev_txn_cnt_12mFinancial Services transaction-count kurtosis / maximum spend / transaction-count standard deviation12 Months
pred_fue_p25_txn_amt_6mFuel-spend 25th percentile6 Months
pred_gen_txn_amt_pct_3mGeneral merchandise store spend as a percentage of total spend3 Months
pred_grf_txn_amt_6mSpend in grocery and food stores super industry6 Months
pred_gro_sum_sqrt_monthly_txn_amt_6mMonthly grocery spend (square-root sum amount)6 Months
pred_gro_txn_amt_1mSpend in grocery-stores industry1 Month
pred_hpc_txn_amt_12mSpend in health and personal-care stores super industry12 Months
pred_mov_txn_amt_1mSpend in motor-vehicles super industry1 Month
pred_nag_approved_txn_cnt_9mApproved Now & Again transaction count9 Months
pred_nag_approved_txn_cnt_pct_{6m|12m}Now & Again approved transaction percentage / wallet share6, 12 Months
pred_nag_declined_txn_amt_6mDeclined spend in Now & Again industries6 Months
pred_nec_approved_txn_amt_pct_12mNecessity approved-spend percentage12 Months
pred_nec_approved_txn_avg_ticket_size_12mAverage ticket value in Necessity industries12 Months
pred_nec_declined_txn_amt_3mDeclined spend in Necessity industry3 Months
pred_nic_approved_txn_amt_pct_6mNiche-industry spending wallet share6 Months
pred_nic_approved_txn_cnt_12m / pred_nic_approved_txn_cnt_pct_12mNiche-industry approved transaction count / percentage12 Months
pred_nic_declined_txn_amt_3mNiche-industry declined spend3 Months
pred_non_affluent_approved_txn_amt_6mTotal spend by non-affluent cardholders (not World or World Elite)6 Months
pred_non_affluent_declined_txn_amt_3mDeclined spend by non-affluent cardholders (not World or World Elite)3 Months
pred_fl_active_{1m|2m_3m|4m_5m|6m_8m|9m_11m}Flag for cards active for the stated number of months in the past year1 to 12 Months
pred_fl_contactless_1mFlag for a contactless transaction1 Month
pred_fl_dom_xb_approved_txns_12mFlag for both domestic and cross-border spend12 Months
pred_fl_high_spenders / pred_fl_medium_spendersFlag for high / medium spenders24 Months
pred_fl_non_recur_approved_txns_12mFlag for non-recurring spend12 Months
pred_fl_recur_non_recur_approved_txns_12mFlag for both recurring and non-recurring spend12 Months
pred_fl_txn_small_businessFlag for a transaction at a small business24 Months
pred_fl_xb_approved_txns_12mFlag for cross-border spend12 Months
pred_fl_{brick_mortar|non_store_mixed|credit|pin_present|xb}_txn_recent_200txn_12mFlag for stated merchant channel, transaction type, PIN presence, or cross-border transactionRecent 200 transactions in the last 12 months, or those available
pred_ts_acquirer_name_recent_200txn_12mAcquirer nameRecent 200 transactions in the last 12 months, or those available
pred_ts_aggregate_merchant_id_recent_200txn_12m / pred_ts_aggregate_merchant_name_recent_200txn_12mAggregated merchant ID / nameRecent 200 transactions in the last 12 months, or those available
pred_ts_cleansed_merchant_name_recent_200txn_12mCleansed merchant nameRecent 200 transactions in the last 12 months, or those available
pred_ts_{cardholder_txn_types|channel_code|city_name|product_group_name|industry|mcc|product_code}_recent_200txn_12mTransaction type / channel / city / product group / industry code / MCC / product codeRecent 200 transactions in the last 12 months, or those available
pred_ts_alt_txn_amt_diff_recent_200txn_12m / pred_ts_alt_txn_days_diff_recent_200txn_12mAmount / day difference between alternating transactionsRecent 200 transactions in the last 12 months, or those available
pred_ts_cons_txn_amt_diff_recent_200txn_12m / pred_ts_days_diff_cons_txn_recent_200txn_12mAmount / day difference between consecutive transactionsRecent 200 transactions in the last 12 months, or those available
pred_ts_{fl_biz_card|fl_credit_txn|fl_pin_present|fl_reversed_txn|fl_tkn|fl_txn_more_than_mean|fl_xb_txn}_recent_200txn_12mFlag for business card / credit / PIN present / reversed / tokenized / above-mean / cross-border transactionRecent 200 transactions in the last 12 months, or those available
pred_ts_txn_weekday_recent_200txn_12mTransaction dayRecent 200 transactions in the last 12 months, or those available
pred_ts_txn_amt_recent_200txn_12mTransaction amount for each of the last 200 transactionsRecent 200 transactions in the last 12 months, or those available
pred_ts_txn_month_recent_200txn_12mTransaction monthRecent 200 transactions in the last 12 months, or those available
pred_ts_txn_month_x_tenure_recent_200txn_12mTransaction month × tenureRecent 200 transactions in the last 12 months, or those available
pred_ts_txn_months_x_txn_amount_recent_200txn_12mTransaction month × transaction amountRecent 200 transactions in the last 12 months, or those available
pred_ts_txn_time_recent_200txn_12mTransaction timeRecent 200 transactions in the last 12 months, or those available
pred_txn_amt_recent_200txn_12mTotal transaction amount in recent transactionsRecent 200 transactions in the last 12 months, or those available
pred_max_txn_amt_recent_200txn_12m / pred_median_txn_amt_recent_200txn_12mMaximum / median transaction amountRecent 200 transactions in the last 12 months, or those available
pred_unique_product_cnt_recent_200txn_12mUnique product countRecent 200 transactions in the last 12 months, or those available