A short compilation of visual methods for comparing two samples.

Visual Tools

1. Box Plots
2. Bee Swarm Plots
3. Violin Plots
4. Histograms
5. Kernel Density Estimation
6. Empirical ROC
7. Empirical Cumulative Distribution Functions

Hypothesis Tests

1. Kolmogorov-Smirnov
2. Anderson-Darling

You can find the Python code below or in this Git Link.