daiquiri

data-quality initial-data-analysis r r-package reproducible-research rstats temporal-data time-series

Score: 11.71610301564356

Last synced: about 10 hours ago
JSON representation

Repository metadata:

Data quality reporting for temporal datasets.

Host: GitHub
URL: https://github.com/ropensci/daiquiri
Owner: ropensci
License: gpl-3.0
Created: 2021-11-08T15:21:56.000Z (over 4 years ago)
Default Branch: master
Last Pushed: 2025-10-27T20:38:11.000Z (8 months ago)
Last Synced: 2026-05-16T18:49:41.108Z (about 1 month ago)
Topics: data-quality, initial-data-analysis, r, r-package, reproducible-research, rstats, temporal-data, time-series
Language: R
Homepage: https://ropensci.github.io/daiquiri/
Size: 31.1 MB
Stars: 40
Watchers: 2
Forks: 4
Open Issues: 7
Metadata Files:
- Readme: README.Rmd
- Changelog: NEWS.md
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE.md
- Codemeta: codemeta.json

CodeMeta metadata:

@context: https://doi.org/10.5063/schema/codemeta-2.0
@type: SoftwareSourceCode
Identifier: daiquiri
Description: Generate reports that enable quick visual review of temporal shifts in record-level data. Time series plots showing aggregated values are automatically created for each data field (column) depending on its contents (e.g. min/max/mean values for numeric data, no. of distinct values for categorical data), as well as overviews for missing values, non-conformant values, and duplicated rows. The resulting reports are shareable and can contribute to forming a transparent record of the entire analysis process. It is designed with Electronic Health Records in mind, but can be used for any type of record-level temporal data (i.e. tabular data where each row represents a single "event", one column contains the "event date", and other columns contain any associated values for the event).
Name: daiquiri: Data Quality Reporting for Temporal Datasets
Related link:
- https://ropensci.github.io/daiquiri/
- https://CRAN.R-project.org/package=daiquiri
Code repository: https://github.com/ropensci/daiquiri
Issue tracker: https://github.com/ropensci/daiquiri/issues
License: https://spdx.org/licenses/GPL-3.0
Version: 1.1.1.9000
Programming language:
- @type: ComputerLanguage
- Name: R
- Url: https://r-project.org
Runtime platform: R version 4.4.2 (2024-10-31 ucrt)
Provider:
- @id: https://cran.r-project.org
- @type: Organization
- Name: Comprehensive R Archive Network (CRAN)
- Url: https://cran.r-project.org
Author:
- - @type: Person
  - Given name:
    - T.
    - Phuong
  - Family name: Quan
  - Email: phuong.quan@ndm.ox.ac.uk
  - @id: https://orcid.org/0000-0001-8566-1817
Contributor:
- - @type: Person
  - Given name: Jack
  - Family name: Cregan
Copyright holder:
- - @type: Organization
  - Name: University of Oxford
Funder:
- - @type: Organization
  - Name: National Institute for Health Research (NIHR)
Maintainer:
- - @type: Person
  - Given name:
    - T.
    - Phuong
  - Family name: Quan
  - Email: phuong.quan@ndm.ox.ac.uk
  - @id: https://orcid.org/0000-0001-8566-1817
Software suggestions:
- - @type: SoftwareApplication
  - Identifier: covr
  - Name: covr
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=covr
- - @type: SoftwareApplication
  - Identifier: knitr
  - Name: knitr
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=knitr
- - @type: SoftwareApplication
  - Identifier: testthat
  - Name: testthat
  - Version: >= 3.0.0
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=testthat
- - @type: SoftwareApplication
  - Identifier: codemetar
  - Name: codemetar
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=codemetar
Software requirements:
- 1:
  - @type: SoftwareApplication
  - Identifier: data.table
  - Name: data.table
  - Version: >= 1.12.8
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=data.table
- 2:
  - @type: SoftwareApplication
  - Identifier: readr
  - Name: readr
  - Version: >= 2.0.0
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=readr
- 3:
  - @type: SoftwareApplication
  - Identifier: ggplot2
  - Name: ggplot2
  - Version: >= 3.1.0
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=ggplot2
- 4:
  - @type: SoftwareApplication
  - Identifier: scales
  - Name: scales
  - Version: >= 1.1.0
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=scales
- 5:
  - @type: SoftwareApplication
  - Identifier: cowplot
  - Name: cowplot
  - Version: >= 0.9.3
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=cowplot
- 6:
  - @type: SoftwareApplication
  - Identifier: rmarkdown
  - Name: rmarkdown
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=rmarkdown
- 7:
  - @type: SoftwareApplication
  - Identifier: reactable
  - Name: reactable
  - Version: >= 0.2.3
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=reactable
- 8:
  - @type: SoftwareApplication
  - Identifier: utils
  - Name: utils
- 9:
  - @type: SoftwareApplication
  - Identifier: stats
  - Name: stats
- 10:
  - @type: SoftwareApplication
  - Identifier: xfun
  - Name: xfun
  - Version: >= 0.15
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=xfun
- System requirements:
File size: 1653.474KB
Citation:
- - @type: ScholarlyArticle
  - Date published: 2022
  - Author:
    - - @type: Person
      - Given name:
        T.
        Phuong
      - Family name: Quan
  - Name: daiquiri: Data Quality Reporting for Temporal Datasets
  - Identifier: 10.21105/joss.05034
  - Pagination: 5034
  - @id: https://doi.org/10.21105/joss.05034
  - Same as: https://doi.org/10.21105/joss.05034
  - Is part of:
    - @type: PublicationIssue
    - Issue number: 80
    - Date published: 2022
    - Is part of:
      - @type:
        PublicationVolume
        Periodical
      - Volume number: 7
      - Name: Journal of Open Source Software
Release notes: https://github.com/ropensci/daiquiri/blob/master/NEWS.md
Readme: https://github.com/ropensci/daiquiri/blob/master/README.md
Cont integration:
- https://github.com/ropensci/daiquiri/actions/workflows/R-CMD-check.yaml
- https://app.codecov.io/gh/ropensci/daiquiri?branch=master
Development status: https://www.repostatus.org/#active
Review:
- @type: Review
- Url: https://github.com/ropensci/software-review/issues/535
- Provider: https://ropensci.org
Keywords:
- data-quality
- initial-data-analysis
- r
- r-package
- reproducible-research
- rstats
- temporal-data
- time-series

Owner metadata:

Name: rOpenSci
Login: ropensci
Email: info@ropensci.org
Kind: organization
Description:
Website: https://ropensci.org/
Location: Berkeley, CA
Twitter: rOpenSci
Company:
Icon url: https://avatars.githubusercontent.com/u/1200269?v=4
Repositories: 307
Last Synced at: 2023-03-10T20:30:59.242Z
Profile URL: https://github.com/ropensci

GitHub Events

Total

Create event: 1
Issue comment event: 2
Issues event: 2
Push event: 5
Release event: 1
Watch event: 1
Total: 12

Last Year

Create event: 1
Issue comment event: 2
Issues event: 2
Push event: 5
Release event: 1
Watch event: 1
Total: 12

Committers metadata

Last synced: 8 months ago

Total Commits: 298
Total Committers: 3
Avg Commits per committer: 99.333
Development Distribution Score (DDS): 0.017

Commits in past year: 10
Committers in past year: 1
Avg Commits per committer in past year: 10.0
Development Distribution Score (DDS) in past year: 0.0

Name	Email	Commits
Phuong Quan	p**n@n**k	293
Maëlle Salmon	m**n@y**e	3
Phuong Quan	p**q@n**k	2

Issue and Pull Request metadata

Last synced: 9 months ago

Total issues: 20
Total pull requests: 4
Average time to close issues: 3 months
Average time to close pull requests: 11 days
Total issue authors: 7
Total pull request authors: 2
Average comments per issue: 0.95
Average comments per pull request: 0.0
Merged pull request: 4
Bot issues: 0
Bot pull requests: 0

Past year issues: 2
Past year pull requests: 1
Past year average time to close issues: about 3 hours
Past year average time to close pull requests: about 2 months
Past year issue authors: 2
Past year pull request authors: 1
Past year average comments per issue: 1.0
Past year average comments per pull request: 0.0
Past year merged pull request: 1
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/ropensci/daiquiri

Top Issue Authors

phuongquan (11)
fkohrt (4)
teunbrand (2)
leppott (1)
eveliseb (1)
Analect (1)
louisaslett (1)

Top Pull Request Authors

maelle (3)
phuongquan (3)

Top Issue Labels

enhancement (6)
bug (6)

Top Pull Request Labels

Package metadata

Total packages: 1
Total downloads:
- cran: 868 last-month
Total dependent packages: 0
Total dependent repositories: 0
Total versions: 6
Total maintainers: 1

cran.r-project.org: daiquiri

Data Quality Reporting for Temporal Datasets

Homepage: https://github.com/ropensci/daiquiri
Documentation: http://cran.r-project.org/web/packages/daiquiri/daiquiri.pdf
Licenses: GPL (≥ 3)
Latest release: 1.2.1 (published 8 months ago)
Last Synced: 2025-10-30T04:38:18.040Z (8 months ago)
Versions: 6
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 868 Last month
Rankings:
- Stargazers count: 10.259%
- Forks count: 21.888%
- Average: 25.384%
- Downloads: 29.522%
- Dependent packages count: 29.797%
- Dependent repos count: 35.455%
Maintainers (1)
- phuongquan567@outlook.com

Dependencies

DESCRIPTION cran

cowplot >= 0.9.3 imports
data.table >= 1.12.8 imports
ggplot2 >= 3.1.0 imports
reactable >= 0.2.3 imports
readr >= 1.3.1 imports
rmarkdown * imports
scales >= 1.1.0 imports
stats * imports
utils * imports
codemetar * suggests
covr * suggests
knitr * suggests
testthat >= 3.0.0 suggests

.github/workflows/R-CMD-check.yaml actions

actions/checkout v2 composite
r-lib/actions/check-r-package v2 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/test-coverage.yaml actions

actions/checkout v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

ecosyste.ms

Data

Tools

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Applications

Experiments

Summary