Data exploration process for data analysis and model building, so that users could focus on understanding data and extracting insights. The package automatically scans through each variable and does data profiling. Typical graphical techniques will be performed for both discrete and continuous features.

Documentation

Manual: DataExplorer.pdf
Vignette: Introduction to DataExplorer

Maintainer: Boxuan Cui <boxuancui at gmail.com>

Author(s): Boxuan Cui*

Install package and any missing dependencies by running this line in your R console:

install.packages("DataExplorer")

Depends R (>= 3.3.0)
Imports data.table(>=1.10.0), reshape2(>=1.4.2), ggplot2(>=2.2.0), scales(>=0.4.1), gridExtra(>=2.2.1), rmarkdown(>=1.2), networkD3(>=0.2.13), stats, utils
Suggests testthat, covr, knitr, jsonlite, nycflights13
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Package DataExplorer
Materials
URL https://github.com/boxuancui/DataExplorer
Task Views
Version 0.4.0
Published 2017-01-26
License GPL-2
BugReports https://github.com/boxuancui/DataExplorer/issues
SystemRequirements pandoc (>= 1.12.3) - http://pandoc.org
NeedsCompilation no
Citation
CRAN checks DataExplorer check results
Package source DataExplorer_0.4.0.tar.gz