Skip to content

dlookr

Tools for Data Diagnosis, Exploration, Transformation

v0.6.5 · Aug 31, 2025 · GPL-2

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.

Downloads

2.5K

Last 30 days

2693rd

7.2K

Last 90 days

42.2K

Last year

Trend: +6.5% (30d vs prior 30d)

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 28, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 16, 2026
ERROR r-devel-linux-x86_64-debian-gcc

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

Reverse Dependencies (3)

Dependency Network

Dependencies Reverse dependencies dplyr showtext sysfonts ggplot2 gridExtra htmltools kableExtra knitr mice pagedown purrr reactable rlang rmarkdown rpart +4 more dependencies alookr gtexture hipecR dlookr

Version History

new 0.6.5 Mar 10, 2026
updated 0.6.5 ← 0.6.4 diff Aug 30, 2025
updated 0.6.4 ← 0.6.3 diff Aug 23, 2025
updated 0.6.3 ← 0.6.2 diff Feb 6, 2024
updated 0.6.2 ← 0.6.1 diff Jun 30, 2023
updated 0.6.1 ← 0.6.0 diff Nov 7, 2022
updated 0.6.0 ← 0.5.6 diff Jun 6, 2022
updated 0.5.6 ← 0.5.5 diff Apr 10, 2022
updated 0.5.5 ← 0.5.4 diff Apr 3, 2022
updated 0.5.4 ← 0.5.3 diff Dec 5, 2021
updated 0.5.3 ← 0.5.2 diff Nov 28, 2021
updated 0.5.2 ← 0.5.1 diff Nov 21, 2021
updated 0.5.1 ← 0.5.0 diff Sep 1, 2021
updated 0.5.0 ← 0.4.5 diff Jul 29, 2021
updated 0.4.5 ← 0.4.4 diff May 28, 2021
updated 0.4.4 ← 0.4.3 diff Mar 20, 2021
updated 0.4.3 ← 0.4.2 diff Mar 11, 2021
updated 0.4.2 ← 0.4.1 diff Feb 11, 2021
updated 0.4.1 ← 0.4.0 diff Feb 4, 2021
updated 0.4.0 ← 0.3.14 diff Jan 26, 2021