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SmartEDA

Summarize and Explore the Data

v0.3.10 · Jan 30, 2024 · MIT + file LICENSE

Description

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.

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CRAN Check Status

2 NOTE
12 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘qpdf’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘qpdf’
  All declared Imports should be used.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘qpdf’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘qpdf’
  All declared Imports should be used.

Dependency Network

Dependencies Reverse dependencies ggplot2 sampling scales rmarkdown ISLR data.table gridExtra GGally qpdf SmartEDA

Version History

new 0.3.10 Mar 10, 2026
updated 0.3.10 ← 0.3.9 diff Jan 29, 2024
updated 0.3.9 ← 0.3.8 diff Dec 2, 2022
updated 0.3.8 ← 0.3.7 diff Jun 4, 2021
updated 0.3.7 ← 0.3.6 diff Apr 2, 2021
updated 0.3.6 ← 0.3.5 diff Jul 9, 2020
updated 0.3.5 ← 0.3.4 diff Apr 24, 2020
updated 0.3.4 ← 0.3.3 diff Mar 31, 2020
updated 0.3.3 ← 0.3.2 diff Jan 20, 2020
updated 0.3.2 ← 0.3.1 diff Jul 2, 2019
updated 0.3.1 ← 0.3.0 diff May 3, 2019
updated 0.3.0 ← 0.2.0 diff Jul 24, 2018
updated 0.2.0 ← 0.1.0 diff May 20, 2018
new 0.1.0 Apr 5, 2018