[ { "name": "amt", "label": "Amount", "description": "Transaction amount.", "unit": "USD" }, { "name": "log_amt", "label": "Log amount", "description": "Natural log of (1 + transaction amount).", "unit": "" }, { "name": "category", "label": "Merchant category", "description": "Merchant category of the purchase.", "unit": "" }, { "name": "hour", "label": "Hour of day", "description": "Hour of the transaction (0-23).", "unit": "" }, { "name": "day_of_week", "label": "Day of week", "description": "ISO day of week (1 = Monday, 7 = Sunday).", "unit": "" }, { "name": "is_night", "label": "Night-time", "description": "1 if the transaction is between 22:00 and 05:59.", "unit": "" }, { "name": "age_at_txn", "label": "Customer age", "description": "Cardholder's age in whole years.", "unit": "years" }, { "name": "log_city_pop", "label": "Log city population", "description": "Natural log of (1 + population of the cardholder's city).", "unit": "" }, { "name": "distance_km", "label": "Distance to merchant", "description": "Great-circle distance between the cardholder's home and the merchant.", "unit": "km" }, { "name": "card_txn_count_1h", "label": "Card transactions, last hour", "description": "Number of earlier transactions on this card in the previous hour.", "unit": "" }, { "name": "card_txn_count_24h", "label": "Card transactions, last 24h", "description": "Number of earlier transactions on this card in the previous 24 hours.", "unit": "" }, { "name": "card_txn_count_7d", "label": "Card transactions, last 7 days", "description": "Number of earlier transactions on this card in the previous 7 days.", "unit": "" }, { "name": "card_amt_sum_24h", "label": "Card spend, last 24h", "description": "Total amount spent on this card in the previous 24 hours.", "unit": "USD" }, { "name": "card_avg_amt_prior", "label": "Card average amount", "description": "Average amount of all earlier transactions on this card (empty if none).", "unit": "USD" }, { "name": "amt_to_card_avg_ratio", "label": "Amount vs card average", "description": "This amount divided by the card's earlier average amount (empty if no history).", "unit": "x" }, { "name": "secs_since_last_txn", "label": "Time since last transaction", "description": "Seconds since the card's previous transaction (empty if none).", "unit": "s" }, { "name": "is_new_category_for_card", "label": "New category for card", "description": "1 if this card has never been used in this merchant category before.", "unit": "" }, { "name": "card_txn_number", "label": "Card history depth", "description": "Number of earlier transactions on this card (all time).", "unit": "" } ]