dshpy is a Python package which includes a series of tools to assist the early stages of data exploration in a typical data science workflow. dshpy provide users with a comprehenisve collection of intervative visualisation tools, leveraging the power of Pandas and Bokeh to make the initial stages of data exploration easier.
dshpy is in the early development stages. As a result, documentation is currently missing, but is being added periodically while functionality is being expanded.
- Univariate interactive plots
- Bivariate interactive plots
- Interactive scatter matrix capabilities
- A collection of vsiaulisation tools to assist with defining missing data imputation staratiegies
- Interactive grouping capabilities (similar to the
hueparameter in other plotting libraries) - Visualisation of principal components