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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.
| Version: | 0.8.3 |
| Depends: | R (≥ 3.6) |
| Imports: | data.table (≥ 1.13.4), reshape2 (≥ 1.4.3), scales (≥ 1.1.0), ggplot2, gridExtra, rmarkdown (≥ 2.5), networkD3 (≥ 0.4), stats, utils, tools, parallel |
| Suggests: | testthat, covr, knitr, jsonlite, nycflights13 |
| Published: | 2024-01-24 |
| DOI: | 10.32614/CRAN.package.DataExplorer |
| Author: | Boxuan Cui [aut, cre] |
| Maintainer: | Boxuan Cui <boxuancui at gmail.com> |
| BugReports: | https://github.com/boxuancui/DataExplorer/issues |
| License: | MIT + file LICENSE |
| URL: | http://boxuancui.github.io/DataExplorer/ |
| NeedsCompilation: | no |
| SystemRequirements: | pandoc (>= 1.12.3) - http://pandoc.org |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | DataExplorer results |
| Reference manual: | DataExplorer.pdf |
| Vignettes: |
Introduction to DataExplorer |
| Package source: | DataExplorer_0.8.3.tar.gz |
| Windows binaries: | r-devel: DataExplorer_0.8.3.zip, r-release: DataExplorer_0.8.3.zip, r-oldrel: DataExplorer_0.8.3.zip |
| macOS binaries: | r-release (arm64): DataExplorer_0.8.3.tgz, r-oldrel (arm64): DataExplorer_0.8.3.tgz, r-release (x86_64): DataExplorer_0.8.3.tgz, r-oldrel (x86_64): DataExplorer_0.8.3.tgz |
| Old sources: | DataExplorer archive |
| Reverse suggests: | HVT |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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