A/B Testing Tool

A simple tool to do basic EDA and calculate several p-values on two datasets.

Just paste numeric data into the fields and hit "Go".

This tool does:

  • Plot a combined boxpot and swarmplot of the provided data.
  • Plot nicely comparable histograms.
  • Calculate summary statistics.
  • Run a bootstrap hypothesis test with the specified number of permutations (as in this document).
  • Run a t-test using scipy.stats.ttest_ind.
  • Run a 1-sample t-test using scipy.stats.ttest_1samp. Calculated by subtracting the two datasets and assuming a null-hypo of 0.
  • Calculate minimum sample size as described in here.