pointblank | Data quality assessment and metadata reporting | Data Visualization library

pointblank is a R library typically used in Analytics, Data Visualization applications. pointblank has no bugs, it has no vulnerabilities and it has low support. However pointblank has a Non-SPDX License. You can download it from GitHub.

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, and by selective mutations of the target table. The suite of validation functions ensures that everything just works no matter whether your table is a data frame or a database table. Sometimes, we want to maintain table information and update it when the table goes through changes. For that, we can use an informant object plus associated functions to help define the metadata entries and present it as data dictionary. Just like we can with validation, pointblank offers easy ways to have the metadata updated so that this important documentation doesn't become stale.