DataExplorer: Data Explorer

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.

Author
Boxuan Cui [aut, cre]
Date of publication
2016-11-19 10:11:58
Maintainer
Boxuan Cui <boxuancui@gmail.com>
License
GPL-2
Version
0.3.0
URLs

View on CRAN

Man pages

BarDiscrete
Create bar charts for discrete features
CollapseCategory
Collapse categories for discrete features
CorrelationContinuous
Create correlation heatmap for continuous features
CorrelationDiscrete
Create correlation heatmap for discrete features
DataExplorer-package
Data Explorer
DensityContinuous
Visualize density estimates for continuous features
DropVar
Drop selected variables
GenerateReport
GenerateReport Function
HistogramContinuous
Create histogram for continuous features
PlotMissing
Plot missing values
SetNaTo
Set missing numerical values to an indicated value
SplitColType
Split data into discrete and continuous

Files in this package

DataExplorer
DataExplorer/inst
DataExplorer/inst/rmd_template
DataExplorer/inst/rmd_template/report.rmd
DataExplorer/tests
DataExplorer/tests/testthat.R
DataExplorer/tests/testthat
DataExplorer/tests/testthat/test-plot-missing.r
DataExplorer/tests/testthat/test-set-na-to.r
DataExplorer/tests/testthat/test-generate-report.r
DataExplorer/tests/testthat/test-split-col-type.r
DataExplorer/tests/testthat/test-drop-var.r
DataExplorer/tests/testthat/test-collapse-category.r
DataExplorer/NAMESPACE
DataExplorer/NEWS.md
DataExplorer/R
DataExplorer/R/DataExplorer-package.r
DataExplorer/R/BarDiscrete.r
DataExplorer/R/SetNaTo.r
DataExplorer/R/CorrelationContinuous.r
DataExplorer/R/CorrelationDiscrete.r
DataExplorer/R/HistogramContinuous.r
DataExplorer/R/GenerateReport.r
DataExplorer/R/DensityContinuous.r
DataExplorer/R/CollapseCategory.r
DataExplorer/R/SplitColType.r
DataExplorer/R/DropVar.r
DataExplorer/R/PlotMissing.r
DataExplorer/README.md
DataExplorer/MD5
DataExplorer/DESCRIPTION
DataExplorer/man
DataExplorer/man/HistogramContinuous.Rd
DataExplorer/man/GenerateReport.Rd
DataExplorer/man/CorrelationContinuous.Rd
DataExplorer/man/BarDiscrete.Rd
DataExplorer/man/SetNaTo.Rd
DataExplorer/man/DropVar.Rd
DataExplorer/man/DataExplorer-package.Rd
DataExplorer/man/PlotMissing.Rd
DataExplorer/man/SplitColType.Rd
DataExplorer/man/CorrelationDiscrete.Rd
DataExplorer/man/CollapseCategory.Rd
DataExplorer/man/DensityContinuous.Rd