dlookr: Tools for Data Diagnosis, Exploration, Transformation

A collection of tools that support data diagnosis, exploration, and transformation. Data diagnostics provides information and visualization of missing values and outliers and unique and negative values to help you understand the distribution and quality of your data. Data exploration provides information and visualization of the descriptive statistics of univariate variables, normality tests and outliers, correlation of two variables, and relationship between target variable and predictor. Data transformation supports binning for categorizing continuous variables, imputates missing values and outliers, resolving skewness. And it creates automated reports that support these three tasks.

Package details

AuthorChoonghyun Ryu [aut, cre]
MaintainerChoonghyun Ryu <[email protected]>
LicenseGPL-2 | file LICENSE
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the dlookr package in your browser

Any scripts or data that you put into this service are public.

dlookr documentation built on March 16, 2019, 9:04 a.m.