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Visual Guides/Data Distributions
DATA & ANALYSIS

Data Distributions: Shape, Spread & Skew

Most real-world data doesn't fall from the sky in perfect bell curves. Explore Normal, Uniform, Exponential, and Poisson distributions. Adjust parameters and watch the shape change in real time.

Distributions explored: 1/4
Parameters adjusted
Random samples drawn

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Select distribution

Normal Distribution

N(50.0, 10.0²)

Theoretical probability density

0.0%2.3%4.6%6.8%9.1%1030507090

Parameters

Mean μ = 5050
0100
Std Dev σ = 1010
0.530

N(μ=50, σ²=100.0)

Sample Simulator

Draw random samples from the Normal distribution and overlay the empirical histogram on the theoretical curve.

Sample size:

Distribution Statistics

Formula

N(50.0, 10.0²)

Mean

50.00

Median

50.00

Std Dev (σ)

10.00

Plot window

10.0 – 90.0

Skewness

0.00

Symmetric

Kurtosis

3.00

Normal (Mesokurtic)

Normal-weight tails

Distributions explored

Normal
Uniform
Exponential
Poisson

Explore all 4, adjust sliders & draw samples to complete

← Percentiles & Box PlotsVisualizing Data →