Correlation Explorer

Analyze correlations between variables in CSV/Excel datasets.

Features

• Correlation Matrix: Compute all pairwise correlations
• Heatmap Visualization: Color-coded correlation display
• Significance Testing: P-values for correlations
• Multiple Methods: Pearson, Spearman, Kendall
• Strong Correlations: Find highly correlated pairs
• Target Analysis: Correlations with specific variable

Quick Start

from correlation_explorer import CorrelationExplorer

explorer = CorrelationExplorer()