Method and system for tracking consumer confidence based on transaction data
First Claim
Patent Images
1. A method comprising:
- identifying a plurality of payment accounts corresponding to respective accountholders associated with a geographic region;
classifying a plurality of card transactions associated with the plurality of payment accounts over a time interval into a luxury set of transactions, an essential set of transactions, or a mixed set of transactions, wherein each card transaction of the plurality of card transactions is associated with a merchant and a merchant category;
generating a merchant average ticket price for each merchant associated with the mixed set of transactions and a first merchant category;
generating an industry average ticket price and an industry ticket price deviation for the first merchant category;
reclassifying one or more card transactions in the mixed set of transactions into either the luxury set of transactions or the essential set of transactions based on the merchant average ticket prices, the industry average ticket price, and the industry ticket price deviation;
determining, for the luxury set of transactions and the essential set of transactions, at least one card transaction-based feature;
evaluating a spending function for each accountholder based on the at least one card transaction-based feature and the transactions corresponding to the accountholder in at least one of the luxury set of transactions or the essential set of transactions;
determining a proportion of the respective accountholders associated with values of the spending function that are trending upward or downward;
generating, based on the determined proportion and a predetermined threshold, a consumer confidence index for the geographic region;
displaying, on a display of a computer system, the consumer confidence index for consumers in the geographic region based on the at least one card transaction-based feature, the luxury set of transactions, and the essential set of transactions; and
displaying, on the display of the computer system, the proportion of the respective accountholders associated with values of the spending function that are trending upward or downward.
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Abstract
A method of generating a more objective consumer confidence and more particularly to tracking consumer confidence objectively based on data regarding past transactions.
3 Citations
18 Claims
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1. A method comprising:
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identifying a plurality of payment accounts corresponding to respective accountholders associated with a geographic region; classifying a plurality of card transactions associated with the plurality of payment accounts over a time interval into a luxury set of transactions, an essential set of transactions, or a mixed set of transactions, wherein each card transaction of the plurality of card transactions is associated with a merchant and a merchant category; generating a merchant average ticket price for each merchant associated with the mixed set of transactions and a first merchant category; generating an industry average ticket price and an industry ticket price deviation for the first merchant category; reclassifying one or more card transactions in the mixed set of transactions into either the luxury set of transactions or the essential set of transactions based on the merchant average ticket prices, the industry average ticket price, and the industry ticket price deviation; determining, for the luxury set of transactions and the essential set of transactions, at least one card transaction-based feature; evaluating a spending function for each accountholder based on the at least one card transaction-based feature and the transactions corresponding to the accountholder in at least one of the luxury set of transactions or the essential set of transactions; determining a proportion of the respective accountholders associated with values of the spending function that are trending upward or downward; generating, based on the determined proportion and a predetermined threshold, a consumer confidence index for the geographic region; displaying, on a display of a computer system, the consumer confidence index for consumers in the geographic region based on the at least one card transaction-based feature, the luxury set of transactions, and the essential set of transactions; and displaying, on the display of the computer system, the proportion of the respective accountholders associated with values of the spending function that are trending upward or downward. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A non-transitory computer readable medium having instructions embodied tangibly thereon, the instructions when executed causing a computer processor to perform the operations of:
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identifying a plurality of payment accounts corresponding to respective accountholders associated with a geographic region; classifying a plurality of card transactions associated with the plurality of payment accounts over a time interval into a luxury set of transactions, an essential set of transactions, or a mixed set of transactions, wherein each card transaction of the plurality of card transactions is associated with a merchant and a merchant category; generating a merchant average ticket price for each merchant associated with the mixed set of transactions and a first merchant category, generating an industry average ticket price and an industry ticket price deviation for the first merchant category; reclassifying one or more card transactions in the mixed set of transactions into either the luxury set of transactions or the essential set of transactions based on the merchant average ticket prices, the industry average ticket price, and the industry ticket price deviation; determining, for the luxury set of transactions and the essential set of transactions, at least one card transaction-based feature; evaluating a spending function for each accountholder based on the at least one card transaction-based feature and the transactions corresponding to the accountholder in at least one of the luxury set of transactions or the essential set of transactions; determining a proportion of the respective accountholders associated with values of the spending function that are trending-upward or downward; generating, based on the determined proportion and a predetermined threshold, a consumer confidence index for the geographic region; displaying, on a display of a computer system, the consumer confidence index for consumers in the geographic region based on the at least one card transaction-based feature, the luxury set of transactions and the essential set of transactions; and displaying, on the display of the computer system, the proportion of the respective accountholders associated with values of the spending function that are trending upward or downward. - View Dependent Claims (10, 11, 12, 13, 14, 15)
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16. A method comprising:
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identifying a plurality of payment accounts corresponding to respective accountholders among a plurality of accountholders associated with a geographic region; classifying a plurality of card transactions associated with the plurality of payment accounts over a time interval into a luxury set of transactions, an essential set of transactions, or a mixed set of transactions, wherein each card transaction of the plurality of card transactions is associated with a merchant and a merchant category; generating a merchant average ticket price for each merchant associated with the mixed set of transactions and a first merchant category, generating an industry average ticket price and an industry ticket price deviation for the first merchant category; reclassifying one or more card transactions in the mixed set of transactions into either the luxury set of transactions or the essential set of transactions based on the merchant average ticket prices, the industry average ticket price, and the industry ticket price deviation; determining, for the luxury set of transactions and the essential set of transactions, at least one card transaction-based feature, wherein each card transaction-based feature is one of a total number of transactions and a total transaction amount; evaluating a spending function for each accountholder based on the at least one card transaction-based feature and the transactions corresponding to the accountholder in at least one of the luxury set of transactions or the essential set of transactions; determining a proportion of the respective accountholders associated with values of the spending function that are trending upward or downward; generating, based on the determined proportion and a predetermined threshold, a consumer confidence index for the geographic region; displaying, on a display of a computer system, the consumer confidence index for consumers in the geographic region based on the at least one card transaction-based feature, the luxury set of transactions, and the essential set of transactions; and displaying, on the display of the computer system, the proportion of the respective accountholders associated with values of the spending function that are trending upward or downward. - View Dependent Claims (17, 18)
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Specification