rstudio/pointblank

Data quality assessment and metadata reporting for data frames and database tables

ROtherdata-validationtesting-toolsschema-validationdata-managementyaml-configurationdata-qualitydata-framesdata-verificationeasy-to-understandreporting-tooldatabase-tablesdata-assertionsdata-checkerdata-inferencedata-profilerdata-dictionaries
This is stars and forks stats for /rstudio/pointblank repository. As of 28 Apr, 2024 this repository has 774 stars and 49 forks.

With the pointblank package it’s really easy to methodically validate your data whether in the form of data frames or as database tables. On top of the validation toolset, the package gives you the means to provide and keep up-to-date with the information that defines your tables. For table validation, the agent object works with a large collection of simple (yet powerful!) validation functions. We can enable much more sophisticated validation checks by using custom expressions, segmenting the data,...
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