Prosper: US Signals – Retail Economy & Consumer Spending Forecast

Scientifically Gathered Consumer Intent & Human Behaviors Data • 20 years of monthly first party data • ~7,500 per month – Over 1.9 Million to date • Factual in nature • Captures the Human Element • Balanced to US population • Anonymous. CCPA & HIPAA complaint. • Unique, Accurate, & Predictive Prosper US Signals - Retail Economy and Consumer Spending Forecast. Leading indicators and advanced predictive analytics generated from Prosper’s scientifically collected monthly measurement of over 7,500 US consumers covering forward looking spending plans, retail channels, motivations, and economic outlook. Prosper US Signals are excellent training datasets for Machine Learning initiatives and Forecasting applications. Dataset includes: • Consumer Confidence • Prosper Consumer Spending Forecast: US Overall • Prosper Consumer Spending Forecast: Women's Apparel, Men's Apparel • Prosper Consumer Spending Forecast: Softlines, Hardlines • Prosper Consumer Spending Forecast: Discretionary, Staples • Impulsivity Score • 90 Day Spending Intentions for 20 discretionary categories Data is organized by over 100 consumer demographic, geographic, and retailer customer segments including: • US 18+, Men 18+, Women 18+ • Ages 18-34, 35-54, 55+ • Incomes <$50K, $50K+, $75K+, $100K+,Business Owners • Credit Card Users: Amex, Discover, Mastercard, Visa • GenZ. Millennials, GenX, Boomers • Shoppers of 50 leading retailers • Census Regions & Divisions ...relevant quality data that is clean, privacy compliant, accurate and directly from consumer responses …and 3 to 7 weeks ahead of actuals.

搜集汇总

背景与挑战

背景概述

该数据集基于Prosper每月对超过7,500名美国消费者的科学调查，涵盖20年的月度数据，提供匿名的消费者信心、支出预测和消费意图等指标。数据细分包括人口统计、地理和零售商客户群，适用于机器学习和预测应用，并能提前3至7周反映实际趋势。