TRAK Data - Full US Consumer Finance Data - Household Income, Wealth, Investments, Credit Card Behaviors, Insurance, Mortgage, Spending Habits

No other variable consistently pops in models than household income. That is because a person's financial profile tells a great deal about what other choices and behaviors they will exhibit in the future. This is especially true for products or services that come at a high cost, or that position themselves as an affordable options. TRAK Data's Finance, Wealth and Investments Dataset is a robust set of variables that tells a consumer's financial story in a highly predictive, yet privacy compliant manner. Attributes include: ✔ Household Income ✔ Net Worth ✔ Credit Card Usage and frequency across all major card providers ✔ Credit Card Types (Bank, Gas, Travel, Premium, Luxury Brands, etc) ✔ Current Investment Types ✔ Home Equity ✔ Economic Stability Scores ✔ In-Market for New Home Loan ✔ In-Market for Mortgage Refinancing ✔ Home Value and Current Loan Information ✔ Life Insurance Variables And much more...

搜集汇总

背景与挑战

背景概述

该数据集涵盖美国家庭收入、净资产、信用卡使用、投资类型等综合财务指标，通过高预测性变量反映消费者金融行为。包含家庭经济稳定性评分、房贷需求、保险状况等20余项核心字段，适用于高价值金融产品分析。