I've added density plots to the stemgraphic package. Demo notebook, using the classic Titanic dataset:
Version 0.6.1
- back-to-back stem-and-leaf plots can use predefined axes (secondary ax added)
- added quantize function (basically a round trip number->stem-and-leaf->number))
- density_plot added for numerical values with stem-and-leaf quantization and sampling
- density_plot also support multiple secondary plots like box, violin, rug, strip
- notebook demoing density_plot
- notebook demoing comparison of violin, box and stem-and-leaf for certain distributions
Demo notebook, using the classic Titanic dataset:
https://github.com/fdion/stemgraphic/blob/master/notebooks/density_plot.ipynbAnd demo notebook comparing violin plots, box-and-whisker plots and stem-and-leaf plots:
fdion/stemgraphic
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Francois Dion
Chief Data Scientist
Dion Research LLC
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