Consumer Perceptions and Loyalty Survey for Luxury Products Dataset

This dataset captures consumer perceptions of luxury products, including shopping frequency, satisfaction levels, service quality, and loyalty behaviors, offering valuable insights into purchasing motivations and brand loyalty in the luxury sector.

Dataset Overview
• Total responses: 272
• Number of features: 11
• Focus: Customer satisfaction and loyalty in luxury products
• Captures: Shopping frequency, product/service satisfaction, issues, and loyalty intentions
• Goal: Understand consumer behavior, satisfaction drivers, and loyalty patterns in the luxury market

Data Collection
• Method: Online survey
• Format: 11 columns, mix of categorical and ordinal data
• Prepared for: Statistical analysis and machine learning applications

Key Features
• Age group
• Gender
• Frequency of luxury shopping
• Main reason for choosing luxury products
• Satisfaction with product quality
• Shopping experience rating
• Delivery service rating
• Satisfaction with customer service support
• Issues faced with luxury shop services
• Likelihood of recommending luxury products to others
• Plans to shop again at a luxury shop

Potential Applications
• Identify drivers of customer loyalty
• Segment customers based on satisfaction and demographics
• Analyze shopping frequency and consumer behavior
• Study motivations behind luxury purchases
• Predict likelihood of repeat purchases
• Predict recommendation behavior
• Detect service pain points
• Design targeted loyalty and retention programs