Examples for Correlation Matrix Generator

Correlation heatmap for customer survey data with Likert scale ratings (1-10). Analyzes relationships between product quality, service, shipping, price value, and overall satisfaction. Demonstrates handling of ordinal survey data with smaller sample sizes.

Analyzing marketing funnel metrics (ad spend, impressions, clicks, conversions, revenue) to identify relationships and multicollinearity issues. Demonstrates full correlation matrix generation with strong correlation identification and variable selection recommendations for regression modeling.

Generating correlation matrix for housing dataset with property features (sqft, bedrooms, bathrooms, lot_size, year_built) and sale price. Shows realistic correlations between size metrics and price, with multicollinearity warnings for regression preparation.