README.md

In tidylab/tidylab.dqa: Data Quality Assurance Activities for Inconsistencies Discovery and Data Cleansing

tidylab.dqa

Data Quality Assurance Activities for Inconsistencies Discovery and Data Cleansing

Overview

The package contains classes for performing data quality assurance: 1. Profile the data with DataQualityProfiler to discover inconsistencies and other anomalies in the data. 2. Perform data cleansing activities (e.g. removing outliers, missing data interpolation) with DataQualityOperations to improve the data quality.

Installation

tidylab.dqa is part of tidylab. The easiest way to install it, is by installing tidylab:

# Install all tidylab packages
# install.packages("devtools")
devtools::install_github("tidylab/tidylab")

Alternativly, you can install only tidylab.dqa by using:

# Install only tidylab.dqa
# install.packages("devtools")
devtools::install_github("tidylab/tidylab.dqa")

tidylab/tidylab.dqa documentation built on June 21, 2019, 7 p.m.