A python package for calculating summary stats on censored data (data that contains < and > symbols).
Project description
censoredsummarystats
A repository that contains functions for calculating summary stats on censored data.
Functions
Current functions include maximum, minimum, average, percentile, median (same as 50th percentile).
All functions require a dataframe that contains a column of results. This package is only useful when the results are written as strings that cannot be directly converted to a numeric datatype due to the presence of symbols that indicate the result is potentially above or below a particular value. The accepted censorship symbols include (<,≤,≥,>).
Additional table columns can be provided as a list so that the statistical functions obtain results for groups of results.
More options are available and described within each function.
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