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DataExplorer (version 0.2.4)

Data Explorer

Description

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.

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Install

install.packages('DataExplorer')

Monthly Downloads

10,475

Version

0.2.4

License

GPL-2

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Maintainer

Boxuan Cui

Last Published

March 2nd, 2016

Functions in DataExplorer (0.2.4)

CollapseCategory

Collapse categories for discrete features
DensityContinuous

Visualize density estimates for continuous features
BarDiscrete

Create bar charts for discrete features
SplitColType

Split data into discrete and continuous
HistogramContinuous

Create histogram for continuous features
PlotMissing

Plot missing values
CorrelationContinuous

Create correlation heatmap for continuous features
DataExplorer-package

Data Explorer
CorrelationDiscrete

Create correlation heatmap for discrete features
GenerateReport

GenerateReport Function