Outlier Detective

Detect anomalies and outliers in numeric data using multiple methods.

Features

• Statistical Methods: Z-score, IQR, Modified Z-score
• ML Methods: Isolation Forest, LOF, DBSCAN
• Visualization: Box plots, scatter plots
• Multi-Column: Analyze multiple variables
• Reports: Detailed outlier reports
• Flexible Thresholds: Configurable sensitivity

Quick Start

from outlier_detective import OutlierDetective