Credit Card Transaction Data (Orion)

Predict revenue surprises, track market share, and compare performance metrics for thousands of companies based on anonymized credit and debit card data of millions of US households.

Orion data is sourced from a variety of US financial institutions with broad geographic and demographic representation, combined to create one of the most comprehensive and accurate views of the consumer economy.

USES
-Customer lifetime value
-Earnings predictions
-Income
-Macroeconomic trends
-Market share
-Performance benchmarking
-Share of wallet
-Subscription Trends

SAMPLE TABLES AND FIELDS (Not comprehensive)
-machine_data_daily: time period, ticker, credit amount and transaction count, debit amount and transaction amount, subscriber gross adds, subscriber churn, subscriber count, subscriber sales
-performance_data: ticker, method, quarter, days into quarter, reported metric, consensus estimate, probability to beat
-ticker_to_merchant_mapping_mdde: ticker, parent merchant, merchant
-customer_metrics: parent merchant, merchant, channel, geography, time period, transactions, sales, unique shoppers
-merchant_income_brackets: parent merchant, merchant, category, subcategory, income_bracket, time period, sales, transactions
-earnest_opinions: opinion, direction, opinion issued date, ticker, quarter, consensus estimate, earnings report date

搜集汇总

背景与挑战

背景概述

该数据集整合了美国多金融机构的匿名信用卡交易数据，提供消费者经济的全面视图，支持收益预测、市场份额追踪等分析。包含机器数据、绩效数据、商户映射等多维度表，涵盖交易金额、用户指标等关键字段。