cleanepi
R package to clean and standardize epidemiological data
Science Score: 67.0%
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○Scientific vocabulary similarity
Low similarity (17.9%) to scientific vocabulary
Keywords
data-cleaning
epidemiology
epiverse
r
r-package
Last synced: 6 months ago
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JSON representation
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Repository
R package to clean and standardize epidemiological data
Basic Info
- Host: GitHub
- Owner: epiverse-trace
- License: other
- Language: R
- Default Branch: main
- Homepage: https://epiverse-trace.github.io/cleanepi/
- Size: 18.2 MB
Statistics
- Stars: 8
- Watchers: 3
- Forks: 3
- Open Issues: 20
- Releases: 4
Topics
data-cleaning
epidemiology
epiverse
r
r-package
Created almost 3 years ago
· Last pushed 6 months ago
Metadata Files
Readme
Changelog
License
Citation
README.Rmd
---
output: github_document
always_allow_html: true
editor_options:
markdown:
wrap: 72
---
```{r, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = file.path("man", "figures", "README-"),
out.width = "100%"
)
```
# {{ packagename }}: Clean and standardize epidemiological data 
[](https://opensource.org/licenses/MIT)
[](https://github.com/epiverse-trace/cleanepi/actions/workflows/R-CMD-check.yaml)
[](https://app.codecov.io/gh/epiverse-trace/cleanepi?branch=main)
[](https://www.reconverse.org/lifecycle.html#experimental)
[](https://zenodo.org/doi/10.5281/zenodo.11473984)
**{{ packagename }}** is an R package designed for cleaning, curating, and standardizing epidemiological data. It streamlines various data cleaning tasks that are typically expected when working with datasets in epidemiology.
Key functionalities of **{{ packagename }}** include:
1. **Removing irregularities**: It removes duplicated and empty rows and columns, as well as columns with constant values.
2. **Handling missing values**: It replaces missing values with the standard `NA` format, ensuring consistency and ease of analysis.
3. **Ensuring data integrity**: It ensures the uniqueness of uniquely identified columns, thus maintaining data integrity and preventing duplicates.
4. **Date conversion**: It offers functionality to convert character columns to Date format under specific conditions, enhancing data uniformity and facilitating temporal analysis. It also offers conversion of numeric values written in letters into numbers.
5. **Standardizing entries**: It can standardize column entries into specified formats, promoting consistency across the dataset.
6. **Time span calculation**: It calculates the time span between two elements of type `Date`, providing valuable demographic insights for epidemiological analysis.
**{{ packagename }}** operates on data frames or similar structures like tibbles, as well as linelist objects commonly used in epidemiological research. It returns the processed data in the same format, ensuring seamless integration into existing workflows. Additionally, it generates a comprehensive report detailing the outcomes of each cleaning task.
**{{ packagename }}** is developed by the [Epiverse-TRACE](https://data.org/initiatives/epiverse/) team at the [Medical Research Council The Gambia unit at the London School of Hygiene and Tropical Medicine](https://www.lshtm.ac.uk/research/units/mrc-gambia).
## Installation
**{{ packagename }}** can be installed from CRAN using
```{r message=FALSE, eval=FALSE}
install.packages("cleanepi")
```
The latest development version of **{{ packagename }}** can be installed from [GitHub](https://epiverse-trace.github.io/cleanepi/).
```{r message=FALSE}
if (!require("pak")) install.packages("pak")
pak::pak("{{ gh_repo }}")
library(cleanepi)
```
## Quick start
The main function in **{{ packagename }}** is `clean_data(),` which internally makes call of almost all standard data cleaning functions, such as removal of empty and duplicated rows and columns, replacement of missing values, etc. However, each function can also be called independently to perform a specific task. This mechanism is explained in details in the **vignette**. Below is typical example of how to use the `clean_data()` function.
```{r eval=TRUE}
# READING IN THE TEST DATASET
test_data <- readRDS(
system.file("extdata", "test_df.RDS", package = "cleanepi")
)
```
```{r echo=FALSE, eval=TRUE}
test_data %>%
kableExtra::kbl() %>%
kableExtra::kable_paper("striped", font_size = 14, full_width = TRUE) %>%
kableExtra::scroll_box(height = "200px", width = "100%",
box_css = "border: 1px solid #ddd; padding: 5px; ",
extra_css = NULL,
fixed_thead = TRUE)
```
```{r eval=TRUE}
# READING IN THE DATA DICTIONARY
test_dictionary <- readRDS(
system.file("extdata", "test_dictionary.RDS", package = "cleanepi")
)
```
```{r echo=FALSE, eval=TRUE}
test_dictionary %>%
kableExtra::kbl() %>%
kableExtra::kable_paper("striped", font_size = 14, full_width = TRUE)
```
```{r eval=TRUE}
# DEFINING THE CLEANING PARAMETERS
replace_missing_values <- list(target_columns = NULL, na_strings = "-99")
remove_duplicates <- list(target_columns = NULL)
standardize_dates <- list(
target_columns = NULL,
error_tolerance = 0.4,
format = NULL,
timeframe = as.Date(c("1973-05-29", "2023-05-29")),
orders = list(
world_named_months = c("Ybd", "dby"),
world_digit_months = c("dmy", "Ymd"),
US_formats = c("Omdy", "YOmd")
)
)
standardize_subject_ids <- list(
target_columns = "study_id",
prefix = "PS",
suffix = "P2",
range = c(1, 100),
nchar = 7
)
remove_constants <- list(cutoff = 1)
standardize_column_names <- list(
keep = "date.of.admission",
rename = c(DOB = "dateOfBirth")
)
to_numeric <- list(target_columns = "sex", lang = "en")
```
```{r eval=TRUE}
# PERFORMING THE DATA CLEANING
cleaned_data <- clean_data(
data = test_data,
standardize_column_names = standardize_column_names,
remove_constants = remove_constants,
replace_missing_values = replace_missing_values,
remove_duplicates = remove_duplicates,
standardize_dates = standardize_dates,
standardize_subject_ids = standardize_subject_ids,
to_numeric = to_numeric,
dictionary = test_dictionary,
check_date_sequence = NULL
)
```
```{r echo=FALSE, eval=TRUE}
# VISUALISE THE CLEANED DATASET
cleaned_data %>%
kableExtra::kbl() %>%
kableExtra::kable_paper("striped", font_size = 14, full_width = FALSE) %>%
kableExtra::scroll_box(height = "200px", width = "100%",
box_css = "border: 1px solid #ddd; padding: 5px; ",
extra_css = NULL,
fixed_thead = TRUE)
```
```{r eval=TRUE}
# EXTRACT THE DATA CLEANING REPORT
report <- attr(cleaned_data, "report")
```
```{r eval=FALSE}
# DISPLAY THE DATA CLEANING REPORT
print_report(report)
```
## Vignette
```{r eval=FALSE}
browseVignettes("cleanepi")
```
### Lifecycle
This package is currently an *experimental*, as defined by the [RECON software
lifecycle](https://www.reconverse.org/lifecycle.html). This means that it is
functional, but interfaces and functionalities may change over time, testing and documentation may be lacking.
### Contributions
Contributions are welcome via [pull
requests](https://github.com/{{ gh_repo }}/pulls).
### Code of Conduct
Please note that the {{ packagename }} project is released with a [Contributor
Code of
Conduct](https://github.com/epiverse-trace/.github/blob/main/CODE_OF_CONDUCT.md).
By contributing to this project, you agree to abide by its terms.
## Citing this package
```{r message=FALSE, warning=FALSE}
citation("cleanepi")
```
Owner
- Name: Epiverse-TRACE
- Login: epiverse-trace
- Kind: organization
- Website: https://epiverse.org
- Repositories: 17
- Profile: https://github.com/epiverse-trace
Citation (CITATION.cff)
# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
cff-version: 1.2.0
message: 'To cite package "cleanepi" in publications use:'
type: software
license: MIT
title: 'cleanepi: Clean and Standardize Epidemiological Data'
version: 1.1.1.9000
doi: 10.5281/zenodo.11473985
identifiers:
- type: doi
value: 10.32614/CRAN.package.cleanepi
abstract: Cleaning and standardizing tabular data package, tailored specifically for
curating epidemiological data. It streamlines various data cleaning tasks that are
typically expected when working with datasets in epidemiology. It returns the processed
data in the same format, and generates a comprehensive report detailing the outcomes
of each cleaning task.
authors:
- family-names: Mané
given-names: Karim
email: karim.mane@lshtm.ac.uk
orcid: https://orcid.org/0000-0002-9892-2999
- family-names: Degoot
given-names: Abdoelnaser
email: abdoelnaser-mahmood.degoot@lshtm.ac.uk
orcid: https://orcid.org/0000-0001-8788-2496
- family-names: Ahadzie
given-names: Bankolé
email: Bankole.Ahadzie@lshtm.ac.uk
- family-names: Mohammed
given-names: Nuredin
email: Nuredin.Mohammed@lshtm.ac.uk
- family-names: Bah
given-names: Bubacarr
email: Bubacarr.Bah1@lshtm.ac.uk
orcid: https://orcid.org/0000-0003-3318-6668
preferred-citation:
type: manual
title: 'cleanepi: Clean and Standardize Epidemiological Data'
authors:
- family-names: Mané
given-names: Karim
email: karim.mane@lshtm.ac.uk
orcid: https://orcid.org/0000-0002-9892-2999
- family-names: Degoot
given-names: Abdoelnaser
email: abdoelnaser-mahmood.degoot@lshtm.ac.uk
orcid: https://orcid.org/0000-0001-8788-2496
- family-names: Ahadzie
given-names: Bankolé
email: Bankole.Ahadzie@lshtm.ac.uk
- family-names: Mohammed
given-names: Nuredin
email: Nuredin.Mohammed@lshtm.ac.uk
- family-names: Bah
given-names: Bubacarr
email: Bubacarr.Bah1@lshtm.ac.uk
orcid: https://orcid.org/0000-0003-3318-6668
year: '2025'
doi: 10.5281/zenodo.11473985
url: https://epiverse-trace.github.io/cleanepi/
repository: https://CRAN.R-project.org/package=cleanepi
repository-code: https://github.com/epiverse-trace/cleanepi
url: https://epiverse-trace.github.io/cleanepi/
contact:
- family-names: Mané
given-names: Karim
email: karim.mane@lshtm.ac.uk
orcid: https://orcid.org/0000-0002-9892-2999
keywords:
- data-cleaning
- epidemiology
- epiverse
- r
- r-package
references:
- type: software
title: 'R: A Language and Environment for Statistical Computing'
notes: Depends
url: https://www.R-project.org/
authors:
- name: R Core Team
institution:
name: R Foundation for Statistical Computing
address: Vienna, Austria
year: '2025'
version: '>= 4.0.0'
- type: software
title: checkmate
abstract: 'checkmate: Fast and Versatile Argument Checks'
notes: Imports
url: https://mllg.github.io/checkmate/
repository: https://CRAN.R-project.org/package=checkmate
authors:
- family-names: Lang
given-names: Michel
email: michellang@gmail.com
orcid: https://orcid.org/0000-0001-9754-0393
year: '2025'
doi: 10.32614/CRAN.package.checkmate
- type: software
title: cli
abstract: 'cli: Helpers for Developing Command Line Interfaces'
notes: Imports
url: https://cli.r-lib.org
repository: https://CRAN.R-project.org/package=cli
authors:
- family-names: Csárdi
given-names: Gábor
email: gabor@posit.co
year: '2025'
doi: 10.32614/CRAN.package.cli
- type: software
title: dplyr
abstract: 'dplyr: A Grammar of Data Manipulation'
notes: Imports
url: https://dplyr.tidyverse.org
repository: https://CRAN.R-project.org/package=dplyr
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
orcid: https://orcid.org/0000-0003-4757-117X
- family-names: François
given-names: Romain
orcid: https://orcid.org/0000-0002-2444-4226
- family-names: Henry
given-names: Lionel
- family-names: Müller
given-names: Kirill
orcid: https://orcid.org/0000-0002-1416-3412
- family-names: Vaughan
given-names: Davis
email: davis@posit.co
orcid: https://orcid.org/0000-0003-4777-038X
year: '2025'
doi: 10.32614/CRAN.package.dplyr
- type: software
title: janitor
abstract: 'janitor: Simple Tools for Examining and Cleaning Dirty Data'
notes: Imports
url: https://sfirke.github.io/janitor/
repository: https://CRAN.R-project.org/package=janitor
authors:
- family-names: Firke
given-names: Sam
email: samuel.firke@gmail.com
year: '2025'
doi: 10.32614/CRAN.package.janitor
- type: software
title: linelist
abstract: 'linelist: Tagging and Validating Epidemiological Data'
notes: Imports
url: https://epiverse-trace.github.io/linelist/
repository: https://CRAN.R-project.org/package=linelist
authors:
- family-names: Gruson
given-names: Hugo
orcid: https://orcid.org/0000-0002-4094-1476
- family-names: Jombart
given-names: Thibaut
year: '2025'
doi: 10.32614/CRAN.package.linelist
version: '>= 1.0.0'
- type: software
title: lubridate
abstract: 'lubridate: Make Dealing with Dates a Little Easier'
notes: Imports
url: https://lubridate.tidyverse.org
repository: https://CRAN.R-project.org/package=lubridate
authors:
- family-names: Spinu
given-names: Vitalie
email: spinuvit@gmail.com
- family-names: Grolemund
given-names: Garrett
- family-names: Wickham
given-names: Hadley
year: '2025'
doi: 10.32614/CRAN.package.lubridate
- type: software
title: magrittr
abstract: 'magrittr: A Forward-Pipe Operator for R'
notes: Imports
url: https://magrittr.tidyverse.org
repository: https://CRAN.R-project.org/package=magrittr
authors:
- family-names: Bache
given-names: Stefan Milton
email: stefan@stefanbache.dk
- family-names: Wickham
given-names: Hadley
email: hadley@rstudio.com
year: '2025'
doi: 10.32614/CRAN.package.magrittr
- type: software
title: matchmaker
abstract: 'matchmaker: Flexible Dictionary-Based Cleaning'
notes: Imports
url: https://www.repidemicsconsortium.org/matchmaker
repository: https://CRAN.R-project.org/package=matchmaker
authors:
- family-names: Kamvar
given-names: Zhian N.
email: zkamvar@gmail.com
orcid: https://orcid.org/0000-0003-1458-7108
year: '2025'
doi: 10.32614/CRAN.package.matchmaker
- type: software
title: numberize
abstract: 'numberize: Convert Words to Numbers in Multiple Languages'
notes: Imports
url: https://github.com/epiverse-trace/numberize
repository: https://CRAN.R-project.org/package=numberize
authors:
- family-names: Gruson
given-names: Hugo
email: hugo.gruson+R@normalesup.org
orcid: https://orcid.org/0000-0002-4094-1476
- family-names: Ahadzie
given-names: Bankole
email: bankole.ahadzie@lshtm.ac.uk
year: '2025'
doi: 10.32614/CRAN.package.numberize
- type: software
title: readr
abstract: 'readr: Read Rectangular Text Data'
notes: Imports
url: https://readr.tidyverse.org
repository: https://CRAN.R-project.org/package=readr
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
- family-names: Hester
given-names: Jim
- family-names: Bryan
given-names: Jennifer
email: jenny@posit.co
orcid: https://orcid.org/0000-0002-6983-2759
year: '2025'
doi: 10.32614/CRAN.package.readr
- type: software
title: rlang
abstract: 'rlang: Functions for Base Types and Core R and ''Tidyverse'' Features'
notes: Imports
url: https://rlang.r-lib.org
repository: https://CRAN.R-project.org/package=rlang
authors:
- family-names: Henry
given-names: Lionel
email: lionel@posit.co
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
year: '2025'
doi: 10.32614/CRAN.package.rlang
- type: software
title: tibble
abstract: 'tibble: Simple Data Frames'
notes: Imports
url: https://tibble.tidyverse.org/
repository: https://CRAN.R-project.org/package=tibble
authors:
- family-names: Müller
given-names: Kirill
email: kirill@cynkra.com
orcid: https://orcid.org/0000-0002-1416-3412
- family-names: Wickham
given-names: Hadley
email: hadley@rstudio.com
year: '2025'
doi: 10.32614/CRAN.package.tibble
- type: software
title: htmlwidgets
abstract: 'htmlwidgets: HTML Widgets for R'
notes: Suggests
url: https://github.com/ramnathv/htmlwidgets
repository: https://CRAN.R-project.org/package=htmlwidgets
authors:
- family-names: Vaidyanathan
given-names: Ramnath
- family-names: Xie
given-names: Yihui
- family-names: Allaire
given-names: JJ
- family-names: Cheng
given-names: Joe
email: joe@posit.co
- family-names: Sievert
given-names: Carson
email: carson@posit.co
orcid: https://orcid.org/0000-0002-4958-2844
- family-names: Russell
given-names: Kenton
year: '2025'
doi: 10.32614/CRAN.package.htmlwidgets
- type: software
title: kableExtra
abstract: 'kableExtra: Construct Complex Table with ''kable'' and Pipe Syntax'
notes: Suggests
url: http://haozhu233.github.io/kableExtra/
repository: https://CRAN.R-project.org/package=kableExtra
authors:
- family-names: Zhu
given-names: Hao
email: haozhu233@gmail.com
orcid: https://orcid.org/0000-0002-3386-6076
year: '2025'
doi: 10.32614/CRAN.package.kableExtra
- type: software
title: knitr
abstract: 'knitr: A General-Purpose Package for Dynamic Report Generation in R'
notes: Suggests
url: https://yihui.org/knitr/
repository: https://CRAN.R-project.org/package=knitr
authors:
- family-names: Xie
given-names: Yihui
email: xie@yihui.name
orcid: https://orcid.org/0000-0003-0645-5666
year: '2025'
doi: 10.32614/CRAN.package.knitr
- type: software
title: lintr
abstract: 'lintr: A ''Linter'' for R Code'
notes: Suggests
url: https://lintr.r-lib.org
repository: https://CRAN.R-project.org/package=lintr
authors:
- family-names: Hester
given-names: Jim
- family-names: Angly
given-names: Florent
- family-names: Hyde
given-names: Russ
- family-names: Chirico
given-names: Michael
email: michaelchirico4@gmail.com
- family-names: Ren
given-names: Kun
- family-names: Rosenstock
given-names: Alexander
- family-names: Patil
given-names: Indrajeet
email: patilindrajeet.science@gmail.com
orcid: https://orcid.org/0000-0003-1995-6531
year: '2025'
doi: 10.32614/CRAN.package.lintr
- type: software
title: markdown
abstract: 'markdown: Render Markdown with ''commonmark'''
notes: Suggests
url: https://github.com/rstudio/markdown
repository: https://CRAN.R-project.org/package=markdown
authors:
- family-names: Xie
given-names: Yihui
email: xie@yihui.name
orcid: https://orcid.org/0000-0003-0645-5666
- family-names: Allaire
given-names: JJ
- family-names: Horner
given-names: Jeffrey
year: '2025'
doi: 10.32614/CRAN.package.markdown
- type: software
title: naniar
abstract: 'naniar: Data Structures, Summaries, and Visualisations for Missing Data'
notes: Suggests
url: http://naniar.njtierney.com/
repository: https://CRAN.R-project.org/package=naniar
authors:
- family-names: Tierney
given-names: Nicholas
email: nicholas.tierney@gmail.com
orcid: https://orcid.org/0000-0003-1460-8722
- family-names: Cook
given-names: Di
email: dicook@monash.edu
orcid: https://orcid.org/0000-0002-3813-7155
- family-names: McBain
given-names: Miles
email: miles.mcbain@gmail.com
orcid: https://orcid.org/0000-0003-2865-2548
- family-names: Fay
given-names: Colin
email: contact@colinfay.me
orcid: https://orcid.org/0000-0001-7343-1846
year: '2025'
doi: 10.32614/CRAN.package.naniar
- type: software
title: reactable
abstract: 'reactable: Interactive Data Tables for R'
notes: Suggests
url: https://glin.github.io/reactable/
repository: https://CRAN.R-project.org/package=reactable
authors:
- family-names: Lin
given-names: Greg
email: glin@glin.io
year: '2025'
doi: 10.32614/CRAN.package.reactable
- type: software
title: rmarkdown
abstract: 'rmarkdown: Dynamic Documents for R'
notes: Suggests
url: https://pkgs.rstudio.com/rmarkdown/
repository: https://CRAN.R-project.org/package=rmarkdown
authors:
- family-names: Allaire
given-names: JJ
email: jj@posit.co
- family-names: Xie
given-names: Yihui
email: xie@yihui.name
orcid: https://orcid.org/0000-0003-0645-5666
- family-names: Dervieux
given-names: Christophe
email: cderv@posit.co
orcid: https://orcid.org/0000-0003-4474-2498
- family-names: McPherson
given-names: Jonathan
email: jonathan@posit.co
- family-names: Luraschi
given-names: Javier
- family-names: Ushey
given-names: Kevin
email: kevin@posit.co
- family-names: Atkins
given-names: Aron
email: aron@posit.co
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
- family-names: Cheng
given-names: Joe
email: joe@posit.co
- family-names: Chang
given-names: Winston
email: winston@posit.co
- family-names: Iannone
given-names: Richard
email: rich@posit.co
orcid: https://orcid.org/0000-0003-3925-190X
year: '2025'
doi: 10.32614/CRAN.package.rmarkdown
- type: software
title: spelling
abstract: 'spelling: Tools for Spell Checking in R'
notes: Suggests
url: https://ropensci.r-universe.dev/spelling
repository: https://CRAN.R-project.org/package=spelling
authors:
- family-names: Ooms
given-names: Jeroen
email: jeroenooms@gmail.com
orcid: https://orcid.org/0000-0002-4035-0289
- family-names: Hester
given-names: Jim
email: james.hester@rstudio.com
year: '2025'
doi: 10.32614/CRAN.package.spelling
- type: software
title: systemfonts
abstract: 'systemfonts: System Native Font Finding'
notes: Suggests
url: https://systemfonts.r-lib.org
repository: https://CRAN.R-project.org/package=systemfonts
authors:
- family-names: Pedersen
given-names: Thomas Lin
email: thomas.pedersen@posit.co
orcid: https://orcid.org/0000-0002-5147-4711
- family-names: Ooms
given-names: Jeroen
email: jeroen@berkeley.edu
orcid: https://orcid.org/0000-0002-4035-0289
- family-names: Govett
given-names: Devon
year: '2025'
doi: 10.32614/CRAN.package.systemfonts
- type: software
title: testthat
abstract: 'testthat: Unit Testing for R'
notes: Suggests
url: https://testthat.r-lib.org
repository: https://CRAN.R-project.org/package=testthat
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
year: '2025'
doi: 10.32614/CRAN.package.testthat
version: '>= 3.0.0'
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- Create event: 42
- Release event: 1
- Issues event: 40
- Watch event: 1
- Delete event: 29
- Issue comment event: 78
- Push event: 298
- Pull request review comment event: 102
- Pull request review event: 105
- Pull request event: 83
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 75
- Total pull requests: 120
- Average time to close issues: 3 months
- Average time to close pull requests: 19 days
- Total issue authors: 11
- Total pull request authors: 10
- Average comments per issue: 0.68
- Average comments per pull request: 1.01
- Merged pull requests: 83
- Bot issues: 0
- Bot pull requests: 16
Past Year
- Issues: 19
- Pull requests: 60
- Average time to close issues: 25 days
- Average time to close pull requests: 9 days
- Issue authors: 6
- Pull request authors: 5
- Average comments per issue: 0.26
- Average comments per pull request: 1.5
- Merged pull requests: 42
- Bot issues: 0
- Bot pull requests: 14
Top Authors
Issue Authors
- Karim-Mane (38)
- avallecam (14)
- Degoot-AM (13)
- Bisaloo (8)
- joshwlambert (8)
- bahadzie (4)
- bbah74 (2)
- jamesmbaazam (2)
- chartgerink (1)
- LloydChapman (1)
- CarmenTamayo (1)
Pull Request Authors
- Karim-Mane (105)
- github-actions[bot] (29)
- Bisaloo (22)
- Degoot-AM (18)
- bahadzie (14)
- joshwlambert (4)
- chogis (2)
- chartgerink (2)
- pratikunterwegs (2)
- bbah74 (1)
- avallecam (1)
- jamesmbaazam (1)
Top Labels
Issue Labels
enhancement (16)
dev_day (9)
bug (7)
documentation (4)
help wanted (3)
wontfix (1)
upkeep (1)
Pull Request Labels
enhancement (44)
documentation (18)
bug (7)
dev_day (2)
cran submission (2)
Packages
- Total packages: 1
-
Total downloads:
- cran 582 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 3
- Total maintainers: 1
cran.r-project.org: cleanepi
Clean and Standardize Epidemiological Data
- Homepage: https://epiverse-trace.github.io/cleanepi/
- Documentation: http://cran.r-project.org/web/packages/cleanepi/cleanepi.pdf
- License: MIT + file LICENSE
-
Latest release: 1.1.1
published 7 months ago
Rankings
Dependent packages count: 28.7%
Dependent repos count: 35.4%
Average: 50.1%
Downloads: 86.2%
Maintainers (1)
Last synced:
6 months ago