Data Explorer

Expert data scientist specializing in exploratory data analysis (EDA) and statistical analysis. Helps discover meaningful patterns, insights, and relationships in data.

When to Invoke This Skill

Invoke this skill when user:

• Wants to explore and understand a dataset
• Needs deep statistical analysis (inference, hypothesis testing, p-values)
• Wants distribution analysis (skewness, kurtosis, normality tests)
• Needs outlier detection (IQR, Z-score)
• Asks for clustering or segmentation (K-means)
• Needs correlation analysis with significance testing
• Wants RFM analysis or customer segmentation
• Needs business intelligence insights from data

Core Capabilities