rOpenSci | Use Cases

Use Cases

If you’re looking for examples of how our R packages or resources have been used, search no more! We collect use cases in our public forum and we created a template there to help you share yours. Below is a random subset as well as a searchable archive of all use cases. Browse them, and report your own use case(s) to our forum. For more illustrations of our packages' use, also see the citations page.

Linking phylogenetic and geographic data using rotl and rgbifrotl, rgbif2019-03-22
weathercan: Exploring extreme weather events in my neighbourhoodweathercan2019-03-27
rBiodiversidatarredlist, taxize2019-03-28
taxize: Understanding how seafood mislabelling misrepresents the conservation status of the fish on your platetaxize2019-03-29
rgbif: get a little or a*lot* of occurrence datargbif2019-04-02
Get tweet status ID from CrossRef Event Data with creventscrevents2019-04-12
qualtRics: the Stack Overflow Developer SurveyqualtRics2019-05-01
Using drake to power a new soil respiration databasedrake2019-05-04
Can rainfall be a useful predictor of epidemic risk across temporal and...nasapower2019-05-10
rcrossref for #TidyTuesdayrcrossref2019-05-17
Using bib2df to parse the R Journal archivesbib2df2019-05-29
osmdata use case: Bicycle network analysis of Aucklandosmdata2019-05-30
get_clean_obs R Function (searching, pulling and cleaning citizen science records from iNaturalist and GBIF)spocc, rgbif2019-06-06
Using bomrang to correlate weather conditions to sorghum stalk rot (charcoal rot)bomrang2019-07-01
Promoting R and rOpenSci packages in UK local governmentropenaq2019-07-17
Using fingertipsR for public health data in UK local governmentfingertipsR by Sebastian Fox2019-07-17
Querying linked data to improve public servicesghql2019-07-17
Teaching how to create high quality R packagesrOpenSci package development guide book2019-08-05
Use of R package review guidelines in independent manuscript reviewrOpenSci package development guide book2019-08-08
Using rorcid to generate a website CVrorcid: GitHub - ropensci-archive/rorcid: ARCHIVED A programmatic interface the API2019-08-20
Using pdftools, tabulizer, and writexl to simplify business information handling workflowpdftools, tabulizer, writexl2019-08-27
Converting MedDRA Terminology to Linked Data using rdflibrdflib2019-09-06
Use rnaturalearth to get a background map in sf format for plotting with ggplotrnaturalearth2019-09-10
drake use case involving fires!drake2019-09-27
Can {drake} RAP? Promoting {drake} for pipeline management in UK government{drake}2019-10-02
Academic CV using {vitae}, {scholar} to pull papers, and {tic} for building on Travis.{vitae} and {tic} - both rOpenSci Labs (and excellent)2019-10-03
tidyhydat and weathercan webinartidyhydat, weathercan, hydrology task view2019-10-29
Reproducible CV using rorcidrorcid2019-11-02
ERDDAP servers use case: tidync and rerddaprerddap and tidync2019-11-07
Analyzing invoice data from Elsevier relative to hybrid open accessrcrossref, crminer, tabulizer2019-11-25
Batch image manipulation using magickmagick2019-11-26
mapping the location of biogeography researchers with `refsplitr`package refsplitr2020-01-28
Accessing, wrangling and plotting global weather data (for free!)rnoaa, lawn2020-01-30
tabulizer for parsing block-text from .pdftabulizer2020-02-01
osmdata use case: Wall Artosmdata2020-02-06
pdftools for parsing .pdf from a URL - public data miningpdftools2020-02-15
Searching Microsoft Academic & extracting the metadatamicrodemic2020-03-27
pdftools for parsing tables from many .pdfspdftools2020-03-31
{Magick}ally Visualize Historical Google Maps Traffic Datamagick2020-04-10
Use of crul's retry sub-routine in an API packagecrul2020-04-16
Animated generative art with magickmagick2020-04-21
Using taxadb to query taxonomic information in ecology projectstaxadb2020-04-27
{drake} at Queensland Fire and Emergency Servicesdrake2020-05-04
Visualize covid19 cases using rnaturalearth packagernaturalearth2020-05-05
Package for downloading shapefiles using piggybackpiggyback2020-05-11
bomrang with a third party package, stationaRy, to get hourly weather data and clifro to plot wind rosesbomrang, clifro2020-05-17
Using {drake} for machine learningdrake2020-05-22
Detecting the Effects of Sustained Glacier Wastage on Streamflow in Variably Glacierized Catchments (Using tidyhydat)tidyhydat2020-05-25
Create a time-lapse video using av packageav2020-06-08
Scrape an image from DeepZoom with R and magick, recomposing a single image from multiple tilesmagick2020-06-08
US lawmakers on Twitter during a pandemic: some corpus linguistics methodsrtweet2020-06-09
Testing an API wrapper with webmockr and vcrwebmockr and vcr with the HTTP testing book. This question on ROpenSci helped me discover the tools2020-06-09
Using DataPackageR to create data package Pandemic Papers with Chris KnoxDataPackageR2020-06-17
Using qualtRics to study the effect of COVID-19 on scientistsqualtRics2020-06-21
Filtering pdfs using RegEx in their bodypdftools2020-06-25
Extraindo tabelas de documentos pdf em R com TabulizerTabulizer2020-07-20
Creating a self-updating GitHub README using rtweet and GitHub Actionsrtweet2020-07-21
Spanish and English blogs on how to use rtweet and magickrtweet, magick2020-08-01
Basic manipulation of GIF frames with magickmagick2020-08-13
Bar chart portraits with magickmagick2020-08-23 using europepmc and rAltmetriceuropepmc, rAltmetric2020-09-08
Kontarion - a stack extending rocker/ml-verse for Bibliometric analyticsoai, rentrez, fulltext, europepmc, refsplitr, rcrossref, citecorp, roadoi2020-09-15
Mapping scientific collaboration about the Anthropoce with refsplitrPackage refsplitr2020-09-15
Processing Web of Science records with refsplitr to study author gender and geographyPackage refsplitr2020-09-15
A Twitter bot with rtweet, Mapbox and GitHub Actionsrtweet2020-09-25
osmdata: Rail transport network of the three largest cities in Spainosmdata2020-10-27
osmdata, rnaturalearth and magick for #TidyTuesdayosmdata, rnaturalearth, magick2020-11-06
Use stplanr to find and plot major streets of a citystplanr package2020-11-18
Handling vegetation-plot information using vegtable and taxlisttaxlist2020-11-21
Using av to convert audio files for compatibility with an electronic storytellerav2020-12-10
Scraping liked posts on Twitter using rtweetrtweet2021-01-03
Using ghql to analyze all my 2020 GitHub commitsghql2021-01-16
Getting and plotting weather and climate dataweathercan2021-01-21
Using dittodb to test database queriesdittodb2021-01-25
Shiny apps to search #rstudioglobal or #rstats tweets with rtweetrtweet2021-01-25
pdftools for extracting complex (e.g. text-wrapped/multiline) tables from pdfspdftools2021-01-26
Use gert to scan all git repos in a directorygert2021-02-01
Mapping collaborations in Neotropical Taxonomy with refsplitrrefsplitr2021-02-06
Using terrainr to retrieve spatial data and make 3D landscape visualizationsterrainr2021-03-01
Teaching an introduction to workflow management using drakedrake2021-03-25
Using RSelenium to scrape a paginated HTML tableRSelenium2021-04-12
Scraping Google Play Reviews with RSeleniumRSelenium2021-05-11
Easily analyzing tweets using rtweetrtweet2021-05-12
Most tweeted words each month: a year snapshotrtweet2021-05-17
Using tabulizer to extract tabular data from daily COVID-19 reportstabulizer2021-06-07
Using rotl to create phylogenetic treesrotl2021-06-12
Mapping Asian elephant observations with rgbifrgbif2021-06-23
Environment Canada air temperature using weathercanweathercan2021-07-02
Historical dataviz recreations with a sprinkle of magickmagick2021-07-04
pdftools + tesseract para extraer texto en españolpdftoolstesseract2021-07-15
pdftools + map to download & read multiple pdfspdftools2021-07-15
Investigating the drought in the Canadian prairiesweathercan2021-07-26
targets pipeline with RMarkdown to download and visualize USGS datatargets2021-07-26
Answering 'what colour is London?' with magick and rtweetrtweet magick2021-07-27
Informal package review using rOpenSci review templateReview template from the package development guide2021-08-04
Bayesian Regression Analysis with Rstanarm (with GSODR for supporting data)GSODR2021-09-02
Slicing an image with magick for artistic effectmagick2021-09-07
Using stplanr to find shortest road network distance to a TB treatment clinic from a TB patients' household.stplanr2021-09-20
Using jsonvalidate to validate the packages.json file from your personal universejsonvalidate (and R-universe)2021-10-05
Creating historical Congressional maps with USABoundariesUSAboundaries2021-10-10
Predizendo volume de eucalipto com tidymodels, XGBoost e targetstargets2021-10-13
Evaluating semi-parametric nowcasts of COVID-19 hospital admissions in Germanytargets, piggyback2021-11-30
Calculating US Residential Segregation Indices in A Reproducible Pipelinetargets2022-02-11
Use rtweet to manage lists and who you followrtweet2022-02-22
Using vcr for HTTP testing of a package for Kobotoolboxvcr the excellent http testing in r book2022-03-24
Estimating leaf temperatures worldwidenasapower2022-04-21
Analyze your Twitter timeline with rtweet and lubridatertweet2022-05-14
Extração de dados sobre heróis negros e negras da Marvel e DCtabulizer [pt-br]2022-05-30
Map of linguae francae of Dagestan, Russialingtypology2022-06-02
Using taxize and highcharter in R to extract and visualize taxonomic datataxize2022-09-13
Using handlr to convert bibtex citation to cffhandlr2022-09-16
Using a targets pipeline to query data from the Water Quality PortaltargetsdataRetrieval2022-10-03
Backing up GitHub organisation with gitcellargitcellar blog post: Safeguards and Backups for GitHub Organizations2022-10-12
Adding missing EXIF data to wildlife trail camera imagesmagick2022-11-10
Delete all your tweets using rtweetrtweet2022-11-22
Using targets for an omics analysis and report / manuscripttargets2023-06-26
A toolkit workflow for climate-sensitive infectious disease modellingtargets, tarchetypes2023-10-05
Targets and other tools to make college comparison websiteThe {targets} R package user manual for the targets and tarchetypes packages2023-11-01
Unlock R functions with QR codesThe opencv package2023-11-02

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