Statistics Explainer with AI

Objectives

• Calculate descriptive statistics (mean, median, std dev, skewness, kurtosis)
• Visualize data distributions with histograms and box plots
• Run basic hypothesis tests (t-test, chi-square) and display results
• Compute correlation matrices and render heatmaps
• Use AI to explain every statistical result in beginner-friendly language

Hints

• Use simple-statistics or mathjs for statistical calculations
• Have the AI tailor explanations to the specific dataset context, not generic definitions
• Include interactive examples that let users tweak values and see how stats change

Resources

• simplestatistics.org
• mathjs.org/docs/reference/functions.html

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