CRAN/E | SmartEDA

SmartEDA

Summarize and Explore the Data

Installation

About

Exploratory analysis on any input data describing the structure and the relationships present in the data. The package automatically select the variable and does related descriptive statistics. Analyzing information value, weight of evidence, custom tables, summary statistics, graphical techniques will be performed for both numeric and categorical predictors.

daya6489.github.io/SmartEDA/
Bug report File report

Key Metrics

Version 0.3.10
R ≥ 3.3.0
Published 2024-01-30 58 days ago
Needs compilation? no
License MIT
License File
CRAN checks SmartEDA results

Downloads

Yesterday 1.136 0%
Last 7 days 6.173 -39%
Last 30 days 34.958 -8%
Last 90 days 88.402 +40%
Last 365 days 282.414 -39%

Maintainer

Maintainer

Dayanand Ubrangala

daya6489@gmail.com

Authors

Dayan
Ubrangala

aut / cre

Kiran R

aut / ctb

Ravi Prasad Kondapalli

aut / ctb

Sayan Putatunda

aut / ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Custom summary statistics
Vignette Title Subtitle
Two independent plots side by side

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SmartEDA archive

Depends

R ≥ 3.3.0

Imports

ggplot2
sampling
scales
rmarkdown
ISLR ≥ 1.0
data.table
gridExtra
GGally
qpdf

Suggests

testthat
knitr
covr
psych