Statistics Pro

Descriptive stats, hypothesis testing, linear regression, and probability distributions.

Data (comma-separated)

n = 10 values

Sample Mean

53.70

n = 10 · σ = 27.07 · Symmetric

Median

50.50

Std Dev

27.07

Min

12

Max

90

Quartile Breakdown

Q1

34.00

Q2 (Med)

50.50

Q3

78.00

IQR

44.00

12← IQR range · white = mean →90

Distribution Shape

Skewness

-0.017

Symmetric

Kurtosis

-1.190

Platykurtic (light tails)

Range

78.00

Mode

12, 23, 34, 43, 45, 56, 67, 78, 89, 90

Insights

⚖️

Symmetric Distribution

Skewness of -0.017 indicates data is fairly symmetric around the mean.

📊

High Variability

CV = 50.4%. Data has high relative variability compared to its mean.

Quick Reference

p-value: Probability of observing data if H₀ is true. p < α → reject H₀

R²: Proportion of variance explained by the model. Closer to 1 = better fit.

Skewness: 0 = symmetric · >0 = right tail · <0 = left tail

IQR: Q3 − Q1. Robust spread measure, resistant to outliers.

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