dlookr
Tools for Data Diagnosis, Exploration, Transformation
Description
A collection of tools that support data diagnosis, exploration, and transformation. Data diagnostics provides information and visualization of missing values, outliers, and unique and negative values to help you understand the distribution and quality of your data. Data exploration provides information and visualization of the descriptive statistics of univariate variables, normality tests and outliers, correlation of two variables, and the relationship between the target variable and predictor. Data transformation supports binning for categorizing continuous variables, imputes missing values and outliers, and resolves skewness. And it creates automated reports that support these three tasks.
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CRAN Check Status
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 28, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 16, 2026
re-building of vignette outputs
Error(s) in re-building vignettes: ... --- re-building ‘EDA.Rmd’ using rmarkdown *** caught segfault *** address (nil), cause 'memory not mapped' Traceback: 1: grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, resolveHJust(x$j ...[truncated]... 28b4d17c9b0632.rds") An irrecoverable exception occurred. R is aborting now ... Segmentation fault SUMMARY: processing the following files failed: ‘EDA.Rmd’ ‘diagonosis.Rmd’ ‘transformation.Rmd’ Error: Vignette re-building failed. Execution halted