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DataExplorer

Automate Data Exploration and Treatment

v0.9.0 · Mar 7, 2026 · MIT + file LICENSE

Description

Automated data exploration process for analytic tasks and predictive modeling, so that users could focus on understanding data and extracting insights. The package scans and analyzes each variable, and visualizes them with typical graphical techniques. Common data processing methods are also available to treat and format data.

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CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
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 History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (3)

suggests

Dependency Network

Dependencies Reverse dependencies data.table reshape2 scales (>= 1.1.0) ggplot2 gridExtra rmarkdown networkD3 (>= 0.4) htmltools glioblastomaEHRsData BioMonTools HVT DataExplorer

Version History

new 0.9.0 Mar 10, 2026
updated 0.9.0 ← 0.8.4 diff Mar 7, 2026
updated 0.8.4 ← 0.8.3 diff Jul 24, 2025
updated 0.8.3 ← 0.8.2 diff Jan 23, 2024
updated 0.8.2 ← 0.8.1 diff Dec 15, 2020
updated 0.8.1 ← 0.8.0 diff Jan 6, 2020
updated 0.8.0 ← 0.7.0 diff Mar 16, 2019
updated 0.7.0 ← 0.6.0 diff Oct 18, 2018
updated 0.6.0 ← 0.5.0 diff May 29, 2018
updated 0.5.0 ← 0.4.0 diff Jan 9, 2018
updated 0.4.0 ← 0.3.0 diff Jan 25, 2017
updated 0.3.0 ← 0.2.6 diff Nov 18, 2016
updated 0.2.6 ← 0.2.4 diff May 7, 2016
updated 0.2.4 ← 0.2.3 diff Mar 1, 2016
new 0.2.3 Feb 29, 2016