colopendata
ColOpenData is a package that acquires and wrangles Colombian socioeconomic, geospatial and climate data
Science Score: 44.0%
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Low similarity (20.1%) to scientific vocabulary
Keywords
climate
colombia
data-package
demographics
maps
r
r-package
Last synced: 6 months ago
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Repository
ColOpenData is a package that acquires and wrangles Colombian socioeconomic, geospatial and climate data
Basic Info
- Host: GitHub
- Owner: epiverse-trace
- License: other
- Language: R
- Default Branch: main
- Homepage: https://epiverse-trace.github.io/ColOpenData/
- Size: 22.9 MB
Statistics
- Stars: 11
- Watchers: 4
- Forks: 1
- Open Issues: 4
- Releases: 0
Topics
climate
colombia
data-package
demographics
maps
r
r-package
Created over 2 years ago
· Last pushed 12 months ago
Metadata Files
Readme
Changelog
License
Citation
README.Rmd
---
output: github_document
---
```{r, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "man/figures/README-",
out.width = "100%"
)
```
# **ColOpenData** 
[](https://opensource.org/license/mit) [](https://github.com/epiverse-trace/ColOpenData/actions/workflows/R-CMD-check.yaml)
[](https://app.codecov.io/gh/epiverse-trace/ColOpenData?branch=main)
[](https://lifecycle.r-lib.org/articles/stages.html#stable)
[](https://CRAN.R-project.org/package=ColOpenData)
[](https://cran.r-project.org/package=ColOpenData)
**ColOpenData** is a package designed to access curated and wrangled Colombian demographic, geospatial, climate and population projections data, retrieved from various open Colombian data sources. The package addresses the challenge of scattered Colombian data across multiple web sources by providing functions that enable users to select and load desired datasets without the need for extensive data acquisition processes. Additionally, the tidy data structure offered for demographic and climate data facilitates analysis and visualization.
ColOpenData is developed at [Universidad de Los Andes](https://www.uniandes.edu.co:443/es) as part of the [Epiverse-TRACE program](https://data.org/initiatives/epiverse/).
## Installation
You can install the CRAN version of ColOpenData with:
```{r eval=FALSE, include=TRUE}
install.packages("ColOpenData")
```
You can also install the development version of ColOpenData from [GitHub](https://github.com/) with:
```{r eval=FALSE, include=TRUE}
# install.packages("pak")
pak::pak("epiverse-trace/ColOpenData")
```
## Quick Overview
**ColOpenData** contains data from two public data sources: Departamento Administrativo Nacional de Estadística (DANE), and Instituto de Hidrología, Meteorología y Estudios Ambientales (IDEAM). The available data is divided in four categories:
- **Demographic:** Demographic and Socioeconomic data presents information from the National Population and Dwelling Census (CNPV) of 2018. The CNPV data corresponds to the most recent census available to date and the information is presented as an answer to three questions: How many are we?, Where are we? and How do we live?
- **Geospatial:** This data is retrieved from the National Geostatistical Framework (MGN), which includes maps and a summarized version of the 2018 CNPV, aggregated to spatial geometries. The data is available at different aggregation levels including: Blocks, Urban and Rural Sections, Urban and Rural Sectors, Urban Areas, Municipalities and Departments.
- **Climate:** Climate data is recovered from backup information provided by IDEAM, containing historical data from the first station in the country (January 1st 1920) until May 31st 2023. This backup includes temperature, precipitation, sunshine duration, wind direction, among others.
- **Population projections:** Population Projections data contains the population projections and back projections from 1950 to 2070, considering the post COVID-19 update, which was calculated based on the results of 2018 CNPV.
Documentation and vignettes are available for the modules in the [user vignettes](https://epiverse-trace.github.io/ColOpenData/).
### Similar R Packages
Similar R packages are offered for international communities, allowing the user to download census, geospatial and climate data.
- [cancensus](https://mountainmath.github.io/cancensus/): Canada
- [censobr](https://ipeagit.github.io/censobr/): Brazil
- [chilemapas](https://github.com/pachadotdev/chilemapas/): Chile
- [geobr](https://ipeagit.github.io/geobr/) : Brazil
- [georAr](https://github.com/PoliticaArgentina/geoAr): Argentina
- [geouy](https://github.com/RichDeto/geouy): Uruguay
- [tidycensus](https://walker-data.com/tidycensus/): US
- [geofi](https://ropengov.github.io/geofi/): Finland
- [climate](https://bczernecki.github.io/climate/)
### Disclaimer
ColOpenData stores and distributes open data originally obtained from Departamento Administrativo Nacional de Estadística (DANE), and Instituto de Hidrología, Meteorología y Estudios Ambientales (IDEAM). It is important to note that the data retrieved from these sources has been processed, transformed, and adapted to meet the functional requirements of this package. These modifications may result in changes to the structure, format, or content of the original data, and as such, the data provided by this package does not represent the official datasets as maintained by IDEAM or DANE.
The development of this package is completely independent of these institutions,
and neither IDEAM, DANE, nor any other Colombian government body endorses,
sponsors, or is involved in the creation or maintenance of this package.
Consequently, they bear no responsibility for the data as presented within this
package. Furthermore, the authors of the ColOpenData assume no liability for any
outcomes resulting from the use or misuse of the data provided. The user is
solely responsible for how they utilize the data, and any conclusions drawn,
analyses performed, or actions taken based on this data are the user's
responsibility. This package and its authors make no claims to represent or act
on behalf of IDEAM, DANE, or any other official entity.
### Lifecycle
This package is currently *stable*, as defined by the [RECON software lifecycle](https://www.reconverse.org/lifecycle.html). Therefore, this is a functional package and it is documented and tested. However, it still may change over time.
### Contributions
Contributions are welcome via [pull requests](https://github.com/epiverse-trace/ColOpenData/pulls).
### Code of Conduct
Please note that the ColOpenData 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.
### Funding
This work is part of the TRACE-LAC research project funded by the International Research Centre (IDRC) Ottawa, Canada.[109848-001-].
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 "ColOpenData" in publications use:'
type: software
license: MIT
title: 'ColOpenData: Download Colombian Demographic, Climate and Geospatial Data'
version: 0.3.0
abstract: Downloads wrangled Colombian socioeconomic, geospatial, population and climate
data from DANE and IDEAM. It solves the problem of Colombian data being issued in
different web pages and sources by using functions that allow the user to select
the desired database and download it without having to do the exhausting acquisition
process.
authors:
- family-names: Tavera-Cifuentes
given-names: Maria Camila
email: mc.tavera@uniandes.edu.co
orcid: https://orcid.org/0009-0007-1610-4583
- family-names: Otero
given-names: Julian
email: jd.otero10@uniandes.edu.co
orcid: https://orcid.org/0009-0006-0429-7747
repository-code: https://github.com/epiverse-trace/ColOpenData
url: https://epiverse-trace.github.io/ColOpenData/
contact:
- family-names: Tavera-Cifuentes
given-names: Maria Camila
email: mc.tavera@uniandes.edu.co
orcid: https://orcid.org/0009-0007-1610-4583
keywords:
- climate
- colombia
- data-package
- demographics
- maps
- r
- r-package
references:
- type: software
title: 'R: A Language and Environment for Statistical Computing'
notes: Depends
url: https://www.R-project.org/
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institution:
name: R Foundation for Statistical Computing
address: Vienna, Austria
year: '2024'
version: '>= 3.3.0'
- 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: '2024'
doi: 10.32614/CRAN.package.checkmate
- type: software
title: config
abstract: 'config: Manage Environment Specific Configuration Values'
notes: Imports
url: https://rstudio.github.io/config/
repository: https://CRAN.R-project.org/package=config
authors:
- family-names: Allaire
given-names: JJ
email: jj@rstudio.com
year: '2024'
doi: 10.32614/CRAN.package.config
- 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: '2024'
doi: 10.32614/CRAN.package.dplyr
- 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: '2024'
doi: 10.32614/CRAN.package.magrittr
- 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: '2024'
doi: 10.32614/CRAN.package.rlang
- type: software
title: sf
abstract: 'sf: Simple Features for R'
notes: Imports
url: https://r-spatial.github.io/sf/
repository: https://CRAN.R-project.org/package=sf
authors:
- family-names: Pebesma
given-names: Edzer
email: edzer.pebesma@uni-muenster.de
orcid: https://orcid.org/0000-0001-8049-7069
year: '2024'
doi: 10.32614/CRAN.package.sf
- type: software
title: stringdist
abstract: 'stringdist: Approximate String Matching, Fuzzy Text Search, and String
Distance Functions'
notes: Imports
url: https://github.com/markvanderloo/stringdist
repository: https://CRAN.R-project.org/package=stringdist
authors:
- family-names: Loo
given-names: Mark
name-particle: van der
email: mark.vanderloo@gmail.com
orcid: https://orcid.org/0000-0002-9807-4686
year: '2024'
doi: 10.32614/CRAN.package.stringdist
- type: software
title: tidyr
abstract: 'tidyr: Tidy Messy Data'
notes: Imports
url: https://tidyr.tidyverse.org
repository: https://CRAN.R-project.org/package=tidyr
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
- family-names: Vaughan
given-names: Davis
email: davis@posit.co
- family-names: Girlich
given-names: Maximilian
year: '2024'
doi: 10.32614/CRAN.package.tidyr
- type: software
title: utils
abstract: 'R: A Language and Environment for Statistical Computing'
notes: Imports
authors:
- name: R Core Team
institution:
name: R Foundation for Statistical Computing
address: Vienna, Austria
year: '2024'
- type: software
title: ggplot2
abstract: 'ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics'
notes: Suggests
url: https://ggplot2.tidyverse.org
repository: https://CRAN.R-project.org/package=ggplot2
authors:
- family-names: Wickham
given-names: Hadley
email: hadley@posit.co
orcid: https://orcid.org/0000-0003-4757-117X
- family-names: Chang
given-names: Winston
orcid: https://orcid.org/0000-0002-1576-2126
- family-names: Henry
given-names: Lionel
- family-names: Pedersen
given-names: Thomas Lin
email: thomas.pedersen@posit.co
orcid: https://orcid.org/0000-0002-5147-4711
- family-names: Takahashi
given-names: Kohske
- family-names: Wilke
given-names: Claus
orcid: https://orcid.org/0000-0002-7470-9261
- family-names: Woo
given-names: Kara
orcid: https://orcid.org/0000-0002-5125-4188
- family-names: Yutani
given-names: Hiroaki
orcid: https://orcid.org/0000-0002-3385-7233
- family-names: Dunnington
given-names: Dewey
orcid: https://orcid.org/0000-0002-9415-4582
- family-names: Brand
given-names: Teun
name-particle: van den
orcid: https://orcid.org/0000-0002-9335-7468
year: '2024'
doi: 10.32614/CRAN.package.ggplot2
- 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: '2024'
doi: 10.32614/CRAN.package.knitr
- type: software
title: leaflet
abstract: 'leaflet: Create Interactive Web Maps with the JavaScript ''Leaflet''
Library'
notes: Suggests
url: https://rstudio.github.io/leaflet/
repository: https://CRAN.R-project.org/package=leaflet
authors:
- family-names: Cheng
given-names: Joe
email: joe@posit.co
- family-names: Schloerke
given-names: Barret
email: barret@posit.co
orcid: https://orcid.org/0000-0001-9986-114X
- family-names: Karambelkar
given-names: Bhaskar
- family-names: Xie
given-names: Yihui
year: '2024'
doi: 10.32614/CRAN.package.leaflet
- 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: '2024'
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: jeroen@berkeley.edu
orcid: https://orcid.org/0000-0002-4035-0289
- family-names: Hester
given-names: Jim
email: james.hester@rstudio.com
year: '2024'
doi: 10.32614/CRAN.package.spelling
- 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: '2024'
doi: 10.32614/CRAN.package.testthat
version: '>= 3.0.0'
GitHub Events
Total
- Issues event: 7
- Watch event: 4
- Delete event: 6
- Issue comment event: 6
- Push event: 41
- Pull request review comment event: 1
- Pull request review event: 6
- Pull request event: 11
- Create event: 7
Last Year
- Issues event: 7
- Watch event: 4
- Delete event: 6
- Issue comment event: 6
- Push event: 41
- Pull request review comment event: 1
- Pull request review event: 6
- Pull request event: 11
- Create event: 7
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| jd-otero | j****o@o****m | 110 |
| jd-otero | B****n@2****9 | 43 |
| M. Camila Tavera-Cifuentes | 8****i | 31 |
| GitHub Action | a****n@g****m | 12 |
| Chris Hartgerink | c****s@l****g | 1 |
Committer Domains (Top 20 + Academic)
libscie.org: 1
github.com: 1
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 60
- Total pull requests: 81
- Average time to close issues: 2 months
- Average time to close pull requests: 6 days
- Total issue authors: 3
- Total pull request authors: 2
- Average comments per issue: 0.28
- Average comments per pull request: 0.09
- Merged pull requests: 78
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 1
- Pull requests: 13
- Average time to close issues: N/A
- Average time to close pull requests: 23 days
- Issue authors: 1
- Pull request authors: 2
- Average comments per issue: 0.0
- Average comments per pull request: 0.0
- Merged pull requests: 12
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- jd-otero (45)
- macataci (18)
- jfberner (1)
Pull Request Authors
- jd-otero (87)
- macataci (63)
- chartgerink (1)
Top Labels
Issue Labels
enhancement (40)
documentation (22)
bug (2)
question (2)
Pull Request Labels
enhancement (42)
documentation (21)
bug (6)
review (5)