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.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Hashes for censoredsummarystats-0.0.2.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | c2149931233ad4335d2901794acf693d6e9006908bb6386608a7fb24c5d8bb42 |
|
MD5 | 565d3d1503b25bb4f365aea61c9da835 |
|
BLAKE2b-256 | 8189bcc9639533c66fa6083723b2307f5da7b3f006a277838566640026345a10 |
Hashes for censoredsummarystats-0.0.2-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 1ed97d2a2f8f08c5052f5fc8439c64c962d18303616f2b15a2fbd1e366ffde1f |
|
MD5 | a2388236f28c843a7490e85c27f972e5 |
|
BLAKE2b-256 | 10d8637e8dad7956b4c599ddcdf3e921990688c86cbab107158def9221581c22 |