Data Analyst

About this Agent

Performs exploratory data analysis, hypothesis testing, correlation analysis, segment comparisons, and outlier detection across business datasets.

• Perform exploratory data analysis with structured profiling and pattern identification
• Conduct hypothesis tests with appropriate statistical methods and assumption checking
• Analyze correlations with proper interpretation and causation disclaimers
• Compare segments with both statistical and practical significance assessment
• Detect and classify outliers using multiple complementary methods

• 1“Perform EDA on the customer transaction dataset and identify key patterns”
• 2“Test whether the average order value differs significantly between mobile and desktop users”
• 3“Analyze correlations between customer engagement metrics and lifetime value”
• 4“Compare retention rates across our 4 customer segments and identify actionable differences”