During a session of dnd a friend of mine complained that he only ever rolled low numbers. I did not feel as if he rolled particularly poorly and decided to investigate his and the rest of our groups dice result over the course of the entire campaign1.
This tool requires that matplotlib, numpy, pandas, and seaborn are present. You can use pip to install them.
pip install matplotlib numpy pandas seabornTo see a full overview of available options and what they do, use:
python diceroll_visualization.py -hFootnotes
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It turned out that my intuition was wrong and he did in fact roll a bit worse than average. ↩