Package: scrutr 0.3.1

scrutr: Scrutinizing Collections of Structured Datasets

Provides a coherent interface for exploring and transforming multiple related data frames that share a common structure. Complements single-dataset inspection tools by operating across an entire collection at once. Also includes lightweight utilities for related file and folder management tasks.

Authors:Daniel Rakotomalala [aut, cre]

scrutr_0.3.1.tar.gz
scrutr_0.3.1.zip(r-4.7)scrutr_0.3.1.zip(r-4.6)scrutr_0.3.1.zip(r-4.5)
scrutr_0.3.1.tgz(r-4.6-any)scrutr_0.3.1.tgz(r-4.5-any)
scrutr_0.3.1.tar.gz(r-4.7-any)scrutr_0.3.1.tar.gz(r-4.6-any)
scrutr_0.3.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
scrutr/json (API)

# Install 'scrutr' in R:

install.packages('scrutr', repos = c('https://danielrak.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/danielrak/scrutr/issues

On CRAN:

data-analysis data-quality

4.40 score 1 scripts 494 downloads 25 exports 44 dependencies

Last updated from:efa1eabd85. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	141
source / vignettes	OK	177
linux-release-x86_64	OK	137
macos-release-arm64	OK	86
macos-oldrel-arm64	OK	70
windows-devel	OK	73
windows-release	OK	117
windows-oldrel	OK	89
wasm-release	OK	130

Exports:chars_structure chars_structure_general convert_all convert_r detect_chars_structure detect_chars_structure_datasets dupl_show dupl_sources folder_structure_replicate inspect inspect_vars inspect_write ljoin_checks mask_convert_r mask_rename_r path_move rename_r replace_multiple table_prop vars_compclasses vars_compclasses_allsame vars_compclasses_not_allsame vars_detect vars_detect_everywhere vars_detect_not_everywhere

Dependencies:bit bit64 cellranger cli clipr cpp11 crayon curl data.table dplyr forcats foreign generics glue haven hms lifecycle lubridate magrittr pillar pkgconfig prettyunits progress purrr R.methodsS3 R.oo R.utils R6 readr readxl rematch rio rlang stringi stringr tibble tidyselect timechange tzdb utf8 vctrs vroom withr writexl

Getting started with scrutr

Rendered fromgetting-started.Rmdusingknitr::rmarkdown

Last update: 2026-04-12
Started: 2026-04-12

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Get :alpha: / :digit: patterns from each symbol of character vector	chars_structure
Generalized characters structure	chars_structure_general
Convert all datasets within a folder to a given file format	convert_all
Batch dataset format conversion using an Excel mask	convert_r
Detect character structure Detect if values within a character variable match at least one of defined patterns	detect_chars_structure
Detect character structure from datasets	detect_chars_structure_datasets
Show observations of all duplicated values of a variable or a combination of variables	dupl_show
Illustrate sources of all duplicated values of a variable or a combination of variables	dupl_sources
Replicate the folder structure of a given directory	folder_structure_replicate
Inspect a data frame	inspect
Inspect a collection of datasets	inspect_vars
Inspect a data frame and write the output to an Excel file	inspect_write
Perform a classical dplyr::left_join() and add check information related to join	ljoin_checks
Create an excel mask compatible with the convert_r() function	mask_convert_r
Create an excel mask compatible with the rename_r() function.	mask_rename_r
Move through paths	path_move
Industrialized file renaming	rename_r
Replace character vector values using a correspondence approach	replace_multiple
Frequencies and proportions in one output	table_prop
Collection-level variables types comparison	vars_compclasses
Variable class comparison - consistent types across all datasets	vars_compclasses_allsame
Variable class comparison - inconsistent types across datasets	vars_compclasses_not_allsame
Variable detection patterns	vars_detect
Variable detection - presence across all datasets	vars_detect_everywhere
Variable detection - inconsistent patterns	vars_detect_not_everywhere