Statistics · Data Analysis · 20 Problems

Master
Data & Statistics

Core concepts. Common traps. Built for self-study — from histograms to standard deviation.

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Quick Reference — Key Concepts
MEAN

Arithmetic Mean

Sum of all values ÷ count. Sensitive to outliers.

MEDIAN

Middle Value

Middle value when sorted. Robust to outliers.

MODE

Most Frequent

Value that appears most often. Can be multiple.

RANGE

Spread

Max − Min. Simple measure of spread.

IQR

Interquartile Range

Q3 − Q1. Middle 50% spread. Outlier-resistant.

OUTLIER

Extreme Value

Below Q1 − 1.5×IQR or above Q3 + 1.5×IQR.