dlookr-package: dlookr: Tools for Data Diagnosis, Exploration, Transformation

dlookr-packageR Documentation

dlookr: Tools for Data Diagnosis, Exploration, Transformation

Description

dlookr provides data diagnosis, data exploration and transformation of variables during data analysis.

Details

It has three main goals:

  • When data is acquired, it is possible to judge whether data is erroneous or to select a variable to be corrected or removed through data diagnosis.

  • Understand the distribution of data in the EDA process. It can also understand the relationship between target variables and predictor variables for the prediction model.

  • Imputes missing value and outlier to standardization and resolving skewness. And, To convert a continuous variable to a categorical variable, bin the continuous variables.

To learn more about dlookr, start with the vignettes: 'browseVignettes(package = "dlookr")'

Author(s)

Maintainer: Choonghyun Ryu choonghyun.ryu@gmail.com

See Also

Useful links:


dlookr documentation built on May 29, 2024, 2 a.m.