Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Pandera | 2,807 | 97 | 2 months ago | 79 | December 08, 2023 | 321 | mit | Python | ||
A light-weight, flexible, and expressive statistical data testing library | ||||||||||
Pandasschema | 186 | 2 | 10 | a year ago | 10 | February 18, 2022 | 35 | gpl-3.0 | Python | |
A validation library for Pandas data frames using user-friendly schemas | ||||||||||
Hydrotools | 47 | 3 | 2 months ago | 8 | October 30, 2023 | 13 | other | Python | ||
Suite of tools for retrieving USGS NWIS observations and evaluating National Water Model (NWM) data. | ||||||||||
Pandas Validator | 43 | 6 years ago | 8 | mit | Python | |||||
Validation Library for pandas' DataFrame and Series. | ||||||||||
Validada | 27 | 1 | 5 years ago | 1 | July 10, 2015 | 1 | other | Python | ||
Another library for defensive data analysis. | ||||||||||
Pandas Validation | 20 | 5 years ago | 8 | June 13, 2019 | 2 | mit | Python | |||
A small Python library for validating data with pandas | ||||||||||
Mds Provider | 16 | 4 years ago | 8 | mit | Python | |||||
Python tools for working with MDS Provider data | ||||||||||
Table_enforcer | 13 | 1 | 6 years ago | 11 | February 15, 2018 | 1 | mit | Python | ||
Table Enforcer is my attempt to apply a sort of "test driven development" workflow to data cleaning and validation. A python package to facilitate the iterative process of developing and using schema-like representations of DataFrames in pandas for recoding and validating instances of these data. | ||||||||||
Daffy | 13 | 4 months ago | 9 | April 23, 2021 | mit | Python | ||||
Function decorators for Pandas Dataframe column name and data type validation | ||||||||||
Csv Metadata Quality | 12 | 3 months ago | 1 | gpl-3.0 | Python | |||||
A simple but opinionated metadata quality checker and fixer designed to work with CSVs in the DSpace ecosystem |