R Observatory: Metrics for crunch version 1.31.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

crunch

1.31.3Package record

Crunch.io Data Tools

0packages depend

7.7Kdownloads / year

90.7%test coverage

13/13flavors OK

Overview

About

Maintained by Greg Freedman EllisCRAN page ↗GitHub ↗Website ↗Issues ↗

The Crunch.io service https://crunch.io/ provides a cloud-based data store and analytic engine, as well as an intuitive web interface. Using this package, analysts can interact with and manipulate Crunch datasets from within R. Importantly, this allows technical researchers to collaborate naturally with team members, managers, and clients who prefer a point-and-click interface.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("crunch", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("Crunch-io/rcrunch")

Development version from Crunch-io/rcrunch. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-crunch

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-crunch

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-crunch

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 12.6 min · r-oldrel-macos-x86_64

Status changes

OK13 OKNow
OK12 OK2026-08-05
NOTE11 OK, 1 NOTE2026-08-01
OK9 OK2026-07-29
ERROR9 OK, 4 ERROR2026-07-11
OK13 OK2026-06-09

Show 2 earlier changesHide 2 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.31.3

README· In the repository, left out of the releaseVignettesYes · 14 · dynamicNEWS· In the repository, left out of the releaseCitation fileNoWebsiteYes

Help pages: 251 (69 internal)includes a package overview page
Examples that run: 9%7 run in a plain check · 69 never run
Exported functions with examples: 39%
Documented parameters: 95%
Return-value docs: 88%
Help pages citing references: 0%

Vignettes (14)

Show 4 moreHide 4 vignettes

How these are measured

Downloads

7.7K

CRAN downloads in the past year

Rank #4,003 · ~21/day · ~640/mo

Releases R versions

Daily download trend is not available in this view yet.

1K30 days

2.3K90 days

7.7K1 year

Compare downloads with other packages →

Also on163 r2u8 autocran184 c2d4u

How downloads are counted

Repository

crunch-io/rcrunch ↗Organization: Crunch-io

10Stars

15Forks

73Open issues

20Open PRs

25Releases

4,937Commits

48Commit identities

License file reads as LGPL-3.0 · 4,937 commits · Last activity 2026-09-07

Responsiveness

How these are sampled

PRs merged (all time): 89%
Median days to close, 50 most recently updated closed issues: 69
Median days to close, 50 most recently updated closed PRs: 2

Stars over time

2025-03-21 · 102026-07-07 · 10

How these are measured

PracticesBeta

12 development-tooling and community-health practices detected across 7 families in the upstream repository

Checks run against github.com/crunch-io/rcrunch on 2026-10-22.

Continuous integration (4)

GitHub ActionsR CMD check workflowTravis CI (config file)AppVeyor

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (1)

Contributing guide

Docs source (1)

pkgdown

Coverage (1)

Coverage reporting

Show all practicesHide 3 practices

Reproducibility and dev environment (2)

data-raw/Makefile

CRAN release process (1)

cran-comments.md

Lint, format, editor (2)

lintrLint workflow

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Installing crunch adds 12 packages (7 with compiled code, 3.3 MB of source tarballs). Heaviest: openssl 1.1 MB, jsonlite 1.0 MB, curl 714 KB.

Depends (1)

R >= 3.0.0

Imports (8)

abind crayon curlgrDeviceshttr httpcache (>= 0.1.4)jsonlitemethods

LinkingTo (0)

none

Suggests (14)

base64enc covr devtools haven httptest knitr lintr magrittr mime rmarkdown rstudioapi spelling testthat withr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (6)

Greg Freedman Ellis

Author, Maintainer since 1.26.2 (2020) · added in 1.26.2

Jonathan Keane

Author · added in 1.17.0

Mike Malecki

Author · added in 1.26.1

Neal Richardson

Author

Gordon Shotwell

Author · added in 1.18.0

Aljaž Sluga

Author · added in 1.30.2

Previously maintained by Mike Malecki (1.26.1) and Jonathan Keane (1.26.0).

Releases (47)

Pick two releases to compare their code metrics.

unarchivedReturned to CRAN
2026-07-29
1.31.3Latest
record
2026-07-28 · current release · diff ↗
archivedRemoved from CRAN
2026-07-25
issues were not corrected in time
1.31.2
record
2026-06-16 · diff ↗ ·
removed 2 exports
ownerNames, owners
R
R 4.6.0 released · 2026-04-24
1.31.1
record
2025-08-19 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.31.0
record
2025-03-18 · diff ↗ ·
removed 1 export
makeArrayGadget
R
R 4.4.0 released · 2024-04-24
1.30.4
record
2024-01-17 · diff ↗
1.30.3
record
2023-08-30 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.30.2
record
2023-03-22 · diff ↗
1.30.1
record
2022-11-16 · diff ↗ ·
added 1 export
Subvariables
1.30.0
record
2022-05-02 · diff ↗
R
R 4.2.0 released · 2022-04-22

Show 46 earlier eventsHide 46 earlier events

1.29.1
record
2022-04-07 · diff ↗
1.29.0
record
2022-01-27 · diff ↗ ·
added 3 exports
crunch_sitrep, set_crunch_opts, setupCrunchAuth
1.28.2
record
2021-11-10 · diff ↗ ·
added 4 exports
slideMarkdown<-, markdownSlideImage, newMarkdownSlide, slideMarkdown
1.28.1
record
2021-08-13 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.28.0
record
2021-04-05 · diff ↗ ·
added 6 exports
vizSpecs<-, defaultPalette, forceVariableCatalog, makeDimTransform, palettes, vizSpecs
1.27.7
record
2021-02-02 · diff ↗ ·
added 5 exports
NumericArrayVariable, cubeMeasureType, formulaToSlideQuery, is.NumericArray, slideQueryEnv
1.27.5
record
2020-09-15 · diff ↗ ·
removed 1 export
expropriateUser

added 29 exports
%ornm%, alterArrayExpr, alterCategoriesExpr, arraySelections, arraySubsetExpr, asSelected, caseExpr, caseWhenExpr, crunchBetween, crunchDifftime, crunchdbFunc, dates, datetimeFromCols, is.script, is.valid, makeCaseWhenVariable, makeFrame, reassignUser, rowAll, rowAllNA, rowAny, rowAnyNA, rowCount, runCrunchAutomation, selectCategories, selectedDepth, showScriptErrors, trim, undoScript
1.27.0
record
2020-07-22 · diff ↗ ·
removed 3 exports
icon<-, icon, importMultitable

added 10 exports
privateVariables<-, deprivatise, deprivatiseVariables, deprivatizeVariables, privateVariables, privatise, privatiseVariables, privatizeVariables, rowDistinct, straightlineResponse
R
R 4.0.0 released · 2020-04-24
1.26.3
record
2020-03-12 · diff ↗ ·
added 3 exports
is.VarDef, is.VariableDefinition, slideCategories
1.26.2
record
2020-02-10 · diff ↗ ·
added 5 exports
decks<-, filter<-, slides<-, copyFolders, filter
1.26.1
record
2019-06-07 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.26.0
record
2019-04-03 · diff ↗ ·
added 9 exports
pk<-, resolution<-, rollupResolution<-, combineCategories, combineResponses, newExampleDataset, permissions, pk, resolution
1.25.0
record
2019-01-10 · diff ↗ ·
removed 5 exports
moveToGroup<-, dedupeOrder, locateEntity, moveToGroup, updateDatasetList

added 33 exports
analysis<-, displaySettings<-, query<-, streaming<-, subtitle<-, subtitles<-, team<-, titles<-, TransformsList, analyses, analysis, compareCols, compareColsPairwise, compareDims, compareDimsPairwise, compareRows, compareRowsPairwise, crunch_user_agent, cube, cubes, decks, displaySettings, exportDeck, newDeck, newSlide, rstandard, set_crunch_config, slides, streaming, subtitle and 3 more
1.24.0
record
2018-09-12 · diff ↗ ·
added 3 exports
setName, setNames, variables
1.23.0
record
2018-06-22 · diff ↗ ·
added 3 exports
datasetReference, getDimTypes, makeArrayGadget
1.22.0
record
2018-05-02 · diff ↗ ·
added 12 exports
SummaryStat, addSummaryStat, are.SummaryStats, cd, index.table, is.SummaryStat, makeMRFromText, notifyIfNewVersion, pollProgress, rmdir, rollupResolution, setOrder
R
R 3.5.0 released · 2018-04-23
1.20.0
record
2018-02-02 · diff ↗ ·
added 15 exports
AbstractCategories, AbstractCategory, Heading, Insertion, Insertions, Subtotal, Transforms, applyTransforms, are.Headings, are.Subtotals, is.Heading, is.Subtotal, noTransforms, subtypeInsertion, subtypeInsertions
1.19.0
record
2017-11-14 · diff ↗ ·
added 6 exports
CrunchBox, collapseCategories, conditionalTransform, folder, mkdir, mv
1.18.4
record
2017-10-12 · diff ↗ ·
removed 2 exports
catalogToDataFrame, newDatasetByCSV

added 8 exports
envOrOption, expropriateUser, is.weight, is.weightVariable, makeWeight, modifyWeightVariables, setCrunchAPI, weightVariables
1.18.0
record
2017-08-23 · diff ↗ ·
removed 1 export
is.derived

added 21 exports
CrunchGeography, Geodata, addGeoMetadata, appendStream, availableGeodata, availableGeodataFeatures, categoriesFromLevels, copyOrder, fortify.CrunchDataFrame, fortify.CrunchDataset, interactVariables, is.CrunchExpr, is.Expr, is.Geodata, makeCaseVariable, matchCatToFeat, pendingStream, resetPassword, scoreCatToFeat, searchDatasets, webApp
1.17.0
record
2017-06-06 · diff ↗ ·
added 5 exports
dashboard<-, changeCategoryID, dashboard, importMultitable, setDashboardURL
R
R 3.4.0 released · 2017-04-21
1.16.0
record
2017-04-17 · diff ↗ ·
removed 1 export
shojifyMetadata

added 6 exports
CrunchDataset, createWithPreparedData, prepareDataForCrunch, shojifyDatasetMetadata, write.csv.gz, writePreparedData
1.15.2
record
2017-03-23 · diff ↗ ·
added 1 export
is.derived
1.15.0
record
2017-02-23 · diff ↗ ·
added 2 exports
newMultitable, tabBook
1.14.4
record
2017-01-20 · diff ↗ ·
added 3 exports
newFilter, newProject, with_consent
1.14.2
record
2016-11-23 · diff ↗ ·
removed 1 export
prepareBindInputs

added 17 exports
moveToGroup<-, settings<-, addSubvariables, crunchBox, dedupeOrder, deriveArray, duplicated, embedCrunchBox, flattenOrder, flipArrays, joinDatasets, locateEntity, moveToGroup, preCrunchBoxCheck, removeEmptyGroups, settings, tokenAuth
1.12.2
record
2016-08-10 · diff ↗ ·
added 4 exports
cleanseBatches, compareDatasets, extendDataset, projects
1.10.4
record
2016-06-30 · diff ↗ ·
removed 1 export
findVariables

added 12 exports
icon<-, DatasetGroup, DatasetOrder, archive, exportDataset, icon, me, ownerNames, owners, publish, unshare, variableMetadata
R
R 3.3.0 released · 2016-05-03
1.9.4
record
2016-04-07 · diff ↗ ·
removed 2 exports
logMessage, startLog

added 5 exports
datasets<-, combine, datasets, mergeFork, session
1.8.0
record
2016-02-22 · diff ↗ ·
added 6 exports
addSubvariable, batches, catalogToDataFrame, dropRows, forkDataset, shojiURL
1.7.3
record
2015-12-14 · diff ↗ ·
added 1 export
addVariables
1.6.1
record
2015-11-19 · diff ↗ ·
removed 1 export
as.vector

added 21 exports
exclusion<-, Categories, Category, ContextManager, VarDef, VariableDefinition, checkForNewVersion, consent, copy, copyVariable, deleteSubvariable, deleteSubvariables, deleteVariable, deleteVariables, exclusion, lock, logMessage, startLog, temp.option, temp.options, unlock
1.4.2
record
2015-08-04 · diff ↗ ·
removed 2 exports
cloneDataset, graftDataset

added 3 exports
restoreVersion, saveVersion, versions
1.3.2
record
2015-06-18 · diff ↗ ·
added 2 exports
getAccountUserCatalog, getTeams
1.2.1
record
2015-05-26 · diff ↗ ·
added 1 export
share
1.1.1
record
2015-04-20 · diff ↗
1.1.0
record
2015-04-17 · diff ↗ ·
added 2 exports
jsonprep, toJSON
R
R 3.2.0 released · 2015-04-16
1.0.2
record
2015-04-04
R
R 3.1.0 released · 2014-04-10

Package metadata

First published: 2015-04-04
Total releases: 47 / 11 yrs
License: LGPL (>= 3) OSI
Minimum R: ≥ 3.0.0
Bundled data: 51 KB / 2 files
Download size: 1.7 MB

Appears in task views

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Cite

Cite this package

Run in R for the authors' preferred citation:

citation("crunch")

Format

Freedman Ellis, G., Keane, J., Malecki, M., Richardson, N., Shotwell, G., & Sluga, A. (2026). crunch: Crunch.io Data Tools (Version 1.31.3) [Computer software]. https://doi.org/10.32614/CRAN.package.crunch

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for crunch version 1.31.3 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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