A growing directory of R packages with at least one RLadies+ member among the authors or maintainers. The list lives in its own GitHub repository — contributions are welcome. Click any package below to open its documentation site or source repository.
- airports airports by Mine Çetinkaya-Rundel. Geographic, use, and property related data on airports.
aperol by Ella Kaye, Kelly Bodwin, Collin Schwantes. This is a joke package, which generates praise using the praise package, then garbles it, as if being delivered by someone tipsy or drunk.
artpack by Meghan Harris. Create data that displays generative art when mapped into a 'ggplot2' plot. Functionality includes specialized data frame creation for geometric shapes, tools that define artistic color palettes, tools for geometrically transforming data, and other miscellaneous tools that are helpful when using 'ggplot2' for generative art.- arttools arttools by Danielle Navarro. A personal-use package for managing generative art workflows.
ARUtools by David Hope, Steffi LaZerte. Parse Autonomous Recording Unit (ARU) data and for sub-sampling recordings. Extract Metadata from your recordings, select a subset of recordings for interpretation, and prepare files for processing on the 'WildTrax' <https://wildtrax.ca/> platform. Read and process metadata from recordings collected using the SongMeter and BAR-LT types of ARUs.- asciify asciify by Danielle Navarro. Takes an arbitrary image as input and constructs an text-based approximation to the image using the imager package.
bakeoff by Alison Hill, Chester Ismay, Richard Iannone. Data about the bakers, challenges, and ratings for "The Great British Bake Off", from Wikipedia <https://en.wikipedia.org/wiki/The_Great_British_Bake_Off>.
basepenguins by Ella Kaye, Heather Turner. From 'R' 4.5.0, the 'datasets' package includes the penguins and penguins_raw data sets popularised in the 'palmerpenguins' package. 'basepenguins' takes files that use the 'palmerpenguins' package and converts them to work with the versions from 'datasets' ('R' >= 4.5.0). It does this by removing calls to library(palmerpenguins) and making the necessary changes to column names. Additionally, it provides helper functions to define new files paths for saving the output and a directory of example files to experiment with.
BayesERtools by Kenta Yoshida, François Mercier, Danielle Navarro + 1 more. Suite of tools that facilitate exposure-response analysis using Bayesian methods. The package provides a streamlined workflow for fitting types of models that are commonly used in exposure-response analysis - linear and Emax for continuous endpoints, logistic linear and logistic Emax for binary endpoints, as well as performing simulation and visualization. Learn more about the workflow at <https://genentech.github.io/BayesERbook/>.- bayesrules bayesrules by Mine Dogucu, Alicia Johnson, Miles Ott. Provides datasets and functions used for analysis and visualizations in the Bayes Rules! book (<https://www.bayesrulesbook.com>). The package contains a set of functions that summarize and plot Bayesian models from some conjugate families and another set of functions for evaluation of some Bayesian models.
- bcaquiferdata bcaquiferdata by Steffi LaZerte, Christine Bieber. Set of tools for processing BC Aquifer lithology and yield data.
- bcgwcat bcgwcat by Steffi LaZerte, Andarge Baye. Set of tools for working with groundwater chemstry data from the BC Government Environmental Monitoring System (EMS). Download EMS data and a) export for use in AquaChem, b) view water quality summaries, c) create piper and stiff plots.
- bcgwlreports bcgwlreports by Steffi LaZerte, Jon Goetz. Fetch data, calculate historical percentiles and create reports of BC groundwater levels for set dates.
- BradleyTerryScalable BradleyTerryScalable by Ella Kaye, David Firth. Facilities are provided for fitting the simple, unstructured Bradley-Terry model to networks of binary comparisons. The implemented methods are designed to scale well to large, potentially sparse, networks. A fairly high degree of scalability is achieved through the use of EM and MM algorithms, which are relatively undemanding in terms of memory usage (relative to some other commonly used methods such as iterative weighted least squares, for example). Both maximum likelihood and Bayesian MAP estimation methods are implemented. The package provides various standard methods for a newly defined 'btfit' model class, such as the extraction and summarisation of model parameters and the simulation of new datasets from a fitted model. Tools are also provided for reshaping data into the newly defined "btdata" class, and for analysing the comparison network, prior to fitting the Bradley-Terry model. This package complements, rather than replaces, the existing 'BradleyTerry2' package. (BradleyTerry2 has rather different aims, which are mainly the specification and fitting of "structured" Bradley-Terry models in which the strength parameters depend on covariates.)
- bs4cards bs4cards by Danielle Navarro. Allows the user to generate bootstrap cards within R markdown documents. Intended for use in conjunction with R markdown HTML outputs and other formats that support the bootstrap 4 library.
- bundle bundle by Julia Silge, Simon Couch, Qiushi Yan + 2 more. Typically, models in 'R' exist in memory and can be saved via regular 'R' serialization. However, some models store information in locations that cannot be saved using 'R' serialization alone. The goal of 'bundle' is to provide a common interface to capture this information, situate it within a portable object, and restore it for use in new settings.
butcher by Joyce Cahoon, Davis Vaughan, Max Kuhn + 3 more. Provides a set of S3 generics to axe components of fitted model objects and help reduce the size of model objects saved to disk.- capesData capesData by Leonardo Biazoli, Mine Çetinkaya-Rundel, Eric Fernandes de Mello Araujo + 1 more. Information on activities to promote scholarships in Brazil and abroad for international mobility programs, recorded in Capes' computerized payment systems. The CAPES database refers to international mobility programs for the period from 2010 to 2019 <https://dadosabertos.capes.gov.br/dataset/>.
- cereal cereal by Julia Silge, Davis Vaughan, Posit Software. The 'vctrs' package provides a concept of vector prototype that can be especially useful when deploying models and code. Serialize these object prototypes to 'JSON' so they can be used to check and coerce data in production systems, and deserialize 'JSON' back to the correct object prototypes.
- cherryblossom cherryblossom by Mine Çetinkaya-Rundel. Race results of the Cherry Blossom Run, which is an annual road race that takes place in Washington, DC.
- codemeta codemeta by Carl Boettiger, Maëlle Salmon. The 'Codemeta' Project defines a 'JSON-LD' format for describing software metadata, as detailed at <https://codemeta.github.io>. This package provides core utilities to generate this metadata with a minimum of dependencies.
codemetar by Carl Boettiger, Maëlle Salmon. The 'Codemeta' Project defines a 'JSON-LD' format for describing software metadata, as detailed at <https://codemeta.github.io>. This package provides utilities to generate, parse, and modify 'codemeta.json' files automatically for R packages, as well as tools and examples for working with 'codemeta.json' 'JSON-LD' more generally.- colorhex colorhex by Athanasia Mo Mowinckel. The website <https://www.color-hex.com> is a great resource of hex colour codes and palettes. This package allows you to retrieve palettes and colour information from the website directly from R. There are also custom scale-functions for 'ggplot2'.
- cransays cransays by Hugo Gruson, Maëlle Salmon, Stephanie Locke + 2 more. It scrapes the CRAN incoming FTP folder to find where each submission is.
- dados dados by Riva Quiroga, Sara Mortara, Beatriz Milz + 7 more. Este pacote traduz os seguintes conjuntos de dados: 'airlines', 'airports', 'ames_raw', 'AwardsManagers', 'babynames', 'Batting', 'diamonds', 'faithful', 'fueleconomy', 'Fielding', 'flights', 'gapminder', 'gss_cat', 'iris', 'Managers', 'mpg', 'mtcars', 'atmos', 'penguins', 'People, 'Pitching', 'pixarfilms','planes', 'presidential', 'table1', 'table2', 'table3', 'table4a', 'table4b', 'table5', 'vehicles', 'weather', 'who'. English: It provides a Portuguese translated version of the datasets listed above.
- dataspice dataspice by Carl Boettiger, Scott Chamberlain, Auriel Fournier + 6 more. The goal of 'dataspice' is to make it easier for researchers to create basic, lightweight, and concise metadata files for their datasets. These basic files can then be used to make useful information available during analysis, create a helpful dataset "README" webpage, and produce more complex metadata formats to aid dataset discovery. Metadata fields are based on the 'Schema.org' and 'Ecological Metadata Language' standards.
emodnet.wfs by Joana Beja, Anna Krystalli, Salvador Fernández-Bejarano + 1 more. Access and interrogate 'EMODnet' (European Marine Observation and Data Network) Web Feature Service data <https://emodnet.ec.europa.eu/en/emodnet-web-service-documentation#data-download-services>. This includes listing existing data sources, and getting data from each of them.- flametree flametree by Danielle Navarro. A generative art system for producing tree-like images using an L-system to create the structures. The package includes tools for generating the data structures and visualise them in a variety of styles.
ggauto by Nicola Rennie. Automatically choose an appropriate chart type based on the types and values in the data. Apply more accessible default styling and colours to 'ggplot2' charts.
ggflowchart by Nicola Rennie. Flowcharts can be a useful way to visualise complex processes. This package uses the layered grammar of graphics of 'ggplot2' to create simple flowcharts.- ggPMX ggPMX by Amine Gassem, Bruno Bieth, Irina Baltcheva + 10 more. At Novartis, we aimed at standardizing the set of diagnostic plots used for modeling activities in order to reduce the overall effort required for generating such plots. For this, we developed a guidance that proposes an adequate set of diagnostics and a toolbox, called 'ggPMX' to execute them. 'ggPMX' is a toolbox that can generate all diagnostic plots at a quality sufficient for publication and submissions using few lines of code. This package focuses on plots recommended by ISoP <doi:10.1002/psp4.12161>. While not required, you can get/install the 'R' 'lixoftConnectors' package in the 'Monolix' installation, as described at the following url <https://monolixsuite.slp-software.com/r-functions/2024R1/installation-and-initialization>. When 'lixoftConnectors' is available, 'R' can use 'Monolix' directly to create the required Chart Data instead of exporting it from the 'Monolix' gui.
- ghclass ghclass by Colin Rundel, Mine Cetinkaya-Rundel. Interface for the GitHub API that enables efficient management of courses on GitHub. It has a functionality for managing organizations, teams, repositories, and users on GitHub and helps automate most of the tedious and repetitive tasks around creating and distributing assignments.
glitter by Lise Vaudor, Maëlle Salmon. This package aims at writing and sending SPARQL queries. It makes the exploration and use of Linked Open Data (Wikidata in particular) easier for those who do not know SPARQL.
gtreg by Shannon Pileggi, Daniel D. Sjoberg. Creates tables suitable for regulatory agency submission by leveraging the 'gtsummary' package as the back end. Tables can be exported to HTML, Word, PDF and more. Highly customized outputs are available by utilizing existing styling functions from 'gtsummary' as well as custom options designed for regulatory tables.
hellodatascience by Mine Dogucu, Catalina Medina, Alma Castro. Provides datasets used for analysis and visualizations in the open-access Hello Data Science book.- hexify hexify by Danielle Navarro. Allows the user to create hex stickers from images.
hmsidwR by Federica Gazzelloni. A collection of datasets and supporting functions accompanying Health Metrics and the Spread of Infectious Diseases by Federica Gazzelloni (2024). This package provides data for health metrics calculations, including Disability-Adjusted Life Years (DALYs), Years of Life Lost (YLLs), and Years Lived with Disability (YLDs), as well as additional tools for analyzing and visualizing health data. Federica Gazzelloni (2024) <doi:10.5281/zenodo.10818338>.
igraph by Gábor Csárdi, Tamás Nepusz, Vincent Traag + 6 more. Routines for simple graphs and network analysis. It can handle large graphs very well and provides functions for generating random and regular graphs, graph visualization, centrality methods and much more.
infer by Andrew Bray, Chester Ismay, Evgeni Chasnovski + 3 more. The objective of this package is to perform inference using an expressive statistical grammar that coheres with the tidy design framework.- janeaustenr janeaustenr by Julia Silge. Full texts for Jane Austen's 6 completed novels, ready for text analysis. These novels are "Sense and Sensibility", "Pride and Prejudice", "Mansfield Park", "Emma", "Northanger Abbey", and "Persuasion".
- jasmines jasmines by Danielle Navarro. It doesn't do much, really.
- jaysire jaysire by Danielle Navarro, Danielle Navarro. The jaysire package allows the user to build browser based behavioral experiments within R by providing an interface to the jsPsych javascript library.
- learnres learnres by Yanina Bellini Saibene. Contains templates and themeing files.
- LITAP LITAP by Steffi LaZerte, Sheng Li. Terrain analysis and landscape and hydrology models built on terrain attributes. A major component of LITAP is founded on R. A. (Bob) MacMillan's LandMapR suite of programs for flow topology and landform segmentation analyses with extended new parameters and methodologies, as well as with new calculations and uses of directional terrain attributes.
- lsr lsr by Danielle Navarro. A collection of tools intended to make introductory statistics easier to teach, including wrappers for common hypothesis tests and basic data manipulation. It accompanies Navarro, D. J. (2015). Learning Statistics with R: A Tutorial for Psychology Students and Other Beginners, Version 0.6.
meetupr by Athanasia Mo Mowinckel, Erin LeDell, Olga Mierzwa-Sulima + 2 more. Provides programmatic access to the 'Meetup' 'GraphQL' API (<https://www.meetup.com/graphql/>), enabling users to retrieve information about groups, events, and members from 'Meetup' (<https://www.meetup.com/>). Supports authentication via 'OAuth2' and includes functions for common queries and data manipulation tasks.
messy by Nicola Rennie. For the purposes of teaching, it is often desirable to show examples of working with messy data and how to clean it. This R package creates messy data from clean, tidy data frames so that students have a clean example to work towards.- MLDataR MLDataR by Gary Hutson, Asif Laldin, Isabella Velásquez. Contains a collection of datasets for working with machine learning tasks. It will contain datasets for supervised machine learning Jiang (2020)<doi:10.1016/j.beth.2020.05.002> and will include datasets for classification and regression. The aim of this package is to use data generated around health and other domains.
- monochromeR monochromeR by Cara Thompson. Generate a monochrome palette from a starting colour for a specified number of colours. The package can also be used to display colour palettes in the plot window, with or without hex codes and colour labels.
MSUthemes by Emilio Xavier Esposito, Nicola Rennie. Defines colour palettes and themes for Michigan State University (MSU) publications and presentations. Palettes and themes are supported in both base R and 'ggplot2' graphics, and are intended to provide consistency between those creating documents and presentations.- namer namer by Colin Gillespie, Steph Locke, Maëlle Salmon. It names the 'R Markdown' chunks of files based on the filename.
- naturecounts naturecounts by Steffi LaZerte, Denis Lepage. Access and download data on plant and animal populations from various databases through NatureCounts, a service managed by Bird Studies Canada.
odbr by Haydee Svab, Beatriz Milz, Diego Rabatone Oliveira + 1 more. Download data from Brazil's Origin Destination Surveys. The package covers both data from household travel surveys, dictionaries of variables, and the spatial geometries of surveys conducted in different years and across various urban areas in Brazil. For some cities, the package will include enhanced versions of the data sets with variables "harmonized" across different years.
opencage by Daniel Possenriede, Jesse Sadler, Maëlle Salmon. Geocode with the OpenCage API, either from place name to longitude and latitude (forward geocoding) or from longitude and latitude to the name and address of a location (reverse geocoding), see <https://opencagedata.com/>.
openintro by Mine Çetinkaya-Rundel, David Diez, Andrew Bray + 5 more. Supplemental functions and data for 'OpenIntro' resources, which includes open-source textbooks and resources for introductory statistics (<https://www.openintro.org/>). The package contains datasets used in our open-source textbooks along with custom plotting functions for reproducing book figures. Note that many functions and examples include color transparency; some plotting elements may not show up properly (or at all) when run in some versions of Windows operating system.
osmdata by Joan Maspons, Mark Padgham, Bob Rudis + 2 more. Download and import of 'OpenStreetMap' ('OSM') data as 'sf' or 'sp' objects. 'OSM' data are extracted from the 'Overpass' web server (<https://overpass-api.de/>) and processed with very fast 'C++' routines for return to 'R'.- overviewR overviewR by Cosima Meyer, Dennis Hammerschmidt. Makes it easy to display descriptive information on a data set. Getting an easy overview of a data set by displaying and visualizing sample information in different tables (e.g., time and scope conditions). The package also provides publishable 'LaTeX' code to present the sample information.
palmerpenguins by Allison Horst, Alison Hill, Kristen Gorman. Size measurements, clutch observations, and blood isotope ratios for adult foraging Adélie, Chinstrap, and Gentoo penguins observed on islands in the Palmer Archipelago near Palmer Station, Antarctica. Data were collected and made available by Dr. Kristen Gorman and the Palmer Station Long Term Ecological Research (LTER) Program.- parmsurvfit parmsurvfit by Ashley Jacobson, Victor Wilson, Shannon Pileggi. Executes simple parametric models for right-censored survival data. Functionality emulates capabilities in 'Minitab', including fitting right-censored data, assessing fit, plotting survival functions, and summary statistics and probabilities.
pins by Julia Silge, Hadley Wickham, Javier Luraschi + 1 more. Publish data sets, models, and other R objects, making it easy to share them across projects and with your colleagues. You can pin objects to a variety of "boards", including local folders (to share on a networked drive or with 'DropBox'), 'Posit Connect', 'AWS S3', and more.
pkgdown by Hadley Wickham, Jay Hesselberth, Maëlle Salmon + 3 more. Generate an attractive and useful website from a source package. 'pkgdown' converts your documentation, vignettes, 'README', and more to 'HTML' making it easy to share information about your package online.- pkgsearch pkgsearch by Gábor Csárdi, Maëlle Salmon. Search CRAN metadata about packages by keyword, popularity, recent activity, package name and more. Uses the 'R-hub' search server, see <https://r-pkg.org> and the CRAN metadata database, that contains information about CRAN packages. Note that this is _not_ a CRAN project.
pregnancy by Ella Kaye. Provides functionality for calculating pregnancy-related dates and tracking medications during pregnancy and fertility treatment. Calculates due dates from various starting points including last menstrual period and IVF (In Vitro Fertilisation) transfer dates, determines pregnancy progress on any given date, and identifies when specific pregnancy weeks are reached. Includes medication tracking capabilities for individuals undergoing fertility treatment or during pregnancy, allowing users to monitor remaining doses and quantities needed over specified time periods. Designed for those tracking their own pregnancies or supporting partners through the process, making use of options to personalise output messages. For details on due date calculations, see <https://www.acog.org/clinical/clinical-guidance/committee-opinion/articles/2017/05/methods-for-estimating-the-due-date>.
PrettyCols by Nicola Rennie. Defines aesthetically pleasing colour palettes.
projmgr by Emily Riederer. Provides programmatic access to 'GitHub' API with a focus on project management. Key functionality includes setting up issues and milestones from R objects or 'YAML' configurations, querying outstanding or completed tasks, and generating progress updates in tables, charts, and RMarkdown reports. Useful for those using 'GitHub' in personal, professional, or academic settings with an emphasis on streamlining the workflow of data analysis projects.
quadkeyr by Florencia D'Andrea, Pilar Fernandez, Paul G. Allen School for Global Health. A set of functions of increasing complexity allows users to (1) convert QuadKey-identified datasets, based on 'Microsoft's Bing Maps Tile System', into Simple Features data frames, (2) transform Simple Features data frames into rasters, and (3) process multiple 'Meta' ('Facebook') QuadKey-identified human mobility files directly into raster files. For more details, see D’Andrea et al. (2024) <doi:10.21105/joss.06500>.
qualtRics by Jasper Ginn, Joseph O'Brien, Julia Silge. Provides functions to access survey results directly into R using the 'Qualtrics' API. 'Qualtrics' <https://www.qualtrics.com/about/> is an online survey and data collection software platform. See <https://api.qualtrics.com/> for more information about the 'Qualtrics' API. This package is community-maintained and is not officially supported by 'Qualtrics'.- quartose quartose by Danielle Navarro. Provides helper functions to work programmatically within a quarto document. It allows the user to create section headers, tabsets, divs, and spans, and formats these objects into quarto syntax when printed into a document.
- queue queue by Danielle Navarro. Implements a simple multi-threaded task queue using R6 classes.
- rainbowr rainbowr by Danielle Navarro. Generates a variety of LGBT flags (e.g., rainbow, transgender) overlaid with the R logo, using the magick package. Also generates hex stickers based on LGBT flags and tilings thereof.
rhub by Gábor Csárdi, Maëlle Salmon. R-hub v2 uses GitHub Actions to run 'R CMD check' and similar package checks. The 'rhub' package helps you set up R-hub v2 for your R package, and start running checks.
riem by Maëlle Salmon, Jonathan Elchison. Allows to get weather data from Automated Surface Observing System (ASOS) stations (airports) in the whole world thanks to the Iowa Environment Mesonet website.
roblog by Maëlle Salmon, Stefanie Butland. It provides templates for roweb2 blogging and help for a GitHub forking workflow.
rsample by Hannah Frick, Fanny Chow, Max Kuhn + 4 more. Classes and functions to create and summarize different types of resampling objects (e.g. bootstrap, cross-validation).- RSSthemes RSSthemes by Nicola Rennie. Defines colour palettes and themes for Royal Statistical Society (RSS) publications, including Significance magazine. Palettes and themes are supported in both base R and 'ggplot2' graphics, and are intended to be used by authors submitting to RSS publications.
- rstanemax rstanemax by Kenta Yoshida, Danielle Navarro. Perform sigmoidal Emax model fit using 'Stan' in a formula notation, without writing 'Stan' model code.
- sessioncheck sessioncheck by Danielle Navarro. Provides tools to check variables contained in the user environment, and inspect the currently loaded package namespaces. The intended use is to allow user scripts to throw errors or warnings if unwanted variables exist or if unwanted packages are loaded.
sfnetworks by Lucas van der Meer, Lorena Abad, Andrea Gilardi + 1 more. Provides a tidy approach to spatial network analysis, in the form of classes and functions that enable a seamless interaction between the network analysis package 'tidygraph' and the spatial analysis package 'sf'.
shinyMobile by David Granjon, Veerle van Leemput, Victor Perrier + 1 more. Develop outstanding 'shiny' apps for 'iOS' and 'Android' as well as beautiful 'shiny' gadgets. 'shinyMobile' is built on top of the latest 'Framework7' template <https://framework7.io>. Discover 14 new input widgets (sliders, vertical sliders, stepper, grouped action buttons, toggles, picker, smart select, ...), 2 themes (light and dark), 12 new widgets (expandable cards, badges, chips, timelines, gauges, progress bars, ...) combined with the power of server-side notifications such as alerts, modals, toasts, action sheets, sheets (and more) as well as 3 layouts (single, tabs and split).- shinymodels shinymodels by Max Kuhn, Shisham Adhikari, Julia Silge + 2 more. Launch a 'shiny' application for 'tidymodels' results. For classification or regression models, the app can be used to determine if there is lack of fit or poorly predicted points.
- siga siga by Yanina Bellini Saibene, Elio Campitelli, Paola Corrales + 1 more. Descarga y lee datos del Sistema de Información y Gestión Agrometeorológica del INTA <http://siga.inta.gob.ar/>.
- SISINTAR SISINTAR by Yanina Bellini Saibene, Elio Campitelli, Paola Corrales. Permite descargar y manipular datos de perfiles de suelo disponibles en la plataforma SISINTA.
spatialsample by Michael Mahoney, Julia Silge, Posit Software. Functions and classes for spatial resampling to use with the 'rsample' package, such as spatial cross-validation (Brenning, 2012) <doi:10.1109/IGARSS.2012.6352393>. The scope of 'rsample' and 'spatialsample' is to provide the basic building blocks for creating and analyzing resamples of a spatial data set, but neither package includes functions for modeling or computing statistics. The resampled spatial data sets created by 'spatialsample' do not contain much overhead in memory.- statsr statsr by Colin Rundel, Mine Cetinkaya-Rundel, Merlise Clyde + 1 more. Data and functions to support Bayesian and frequentist inference and decision making for the Coursera Specialization "Statistics with R". See <https://github.com/StatsWithR/statsr> for more information.
- TextMiningTutorial TextMiningTutorial by Yanina Bellini Saibene. Tutorial de introducción a Text Mining
- tidylo tidylo by Tyler Schnoebelen, Julia Silge, Alex Hayes. How can we measure how the usage or frequency of some feature, such as words, differs across some group or set, such as documents? One option is to use the log odds ratio, but the log odds ratio alone does not account for sampling variability; we haven't counted every feature the same number of times so how do we know which differences are meaningful? Enter the weighted log odds, which 'tidylo' provides an implementation for, using tidy data principles. In particular, here we use the method outlined in Monroe, Colaresi, and Quinn (2008) <doi:10.1093/pan/mpn018> to weight the log odds ratio by a prior. By default, the prior is estimated from the data itself, an empirical Bayes approach, but an uninformative prior is also available.
- tidyquintro tidyquintro by Athanasia Mo Mowinckel. A 4 hour workshop with quick introduction to tidyverse.
tidytext by David Robinson, Julia Silge. Using tidy data principles can make many text mining tasks easier, more effective, and consistent with tools already in wide use. Much of the infrastructure needed for text mining with tidy data frames already exists in packages like 'dplyr', 'broom', 'tidyr', and 'ggplot2'. In this package, we provide functions and supporting data sets to allow conversion of text to and from tidy formats, and to switch seamlessly between tidy tools and existing text mining packages.
tinkr by Maëlle Salmon, Zhian N. Kamvar, Jeroen Ooms. Parsing '(R)Markdown' files with numerous regular expressions can be fraught with peril, but it does not have to be this way. Converting '(R)Markdown' files to 'XML' using the 'commonmark' package allows in-memory editing via of 'markdown' elements via 'XPath' through the extensible 'R6' class called 'yarn'. These modified 'XML' representations can be written to '(R)Markdown' documents via an 'xslt' stylesheet which implements an extended version of 'GitHub'-flavoured 'markdown' so that you can tinker to your hearts content.- traudem traudem by Luca Carraro, Maëlle Salmon, Wael Sadek + 1 more. Simple trustworthy utility functions to use TauDEM (Terrain Analysis Using Digital Elevation Models <https://hydrology.usu.edu/taudem/taudem5/>) command-line interface. This package provides a guide to installation of TauDEM and its dependencies GDAL (Geopatial Data Abstraction Library) and MPI (Message Passing Interface) for different operating systems. Moreover, it checks that TauDEM and its dependencies are correctly installed and included to the PATH, and it provides wrapper commands for calling TauDEM methods from R.
- TutorialgRaficosFN TutorialgRaficosFN by Yanina Bellini Saibene, Yanina Bellini Saibene. Tutorial para generar gráficos en R festejando a Florence Nightingale
- TutorialIterar TutorialIterar by Yanina Bellini Saibene. este paquete contiene dos turoriales de learnr para aprender for loops y map.
typeR by Federica Gazzelloni. Simulates typing of R script files for presentations and demonstrations. Provides character-by-character animation with optional live code execution. Supports R scripts (.R), R Markdown (.Rmd), and Quarto (.qmd) documents.- uiothemes uiothemes by Athanasia Mo Mowinckel. Contains templates, themeing files and functions. Made specifically for branding purposes for the University of Oslo.
- ukbabynames ukbabynames by Mine Çetinkaya-Rundel, Thomas J. Leeper, Nicholas Goguen-Compagnoni + 1 more. Full listing of UK baby names occurring more than three times per year between 1974 and 2020, and rankings of baby name popularity by decade from 1904 to 1994.
usdata by Mine Çetinkaya-Rundel, David Diez, Leah Dorazio. Demographic data on the United States at the county and state levels spanning multiple years.- vcr vcr by Scott Chamberlain, Aaron Wolen, Maëlle Salmon + 2 more. Record test suite 'HTTP' requests and replays them during future runs. A port of the Ruby gem of the same name (<https://github.com/vcr/vcr/>). Works by recording real 'HTTP' requests/responses on disk in 'cassettes', and then replaying matching responses on subsequent requests.
- verbaliseR verbaliseR by Cara Thompson. Turn R analysis outputs into full sentences, by writing vectors into in-sentence lists, pluralising words conditionally, spelling out numbers if they are at the start of sentences, writing out dates in full following US or UK style, and managing capitalisations in tidy data.
- vetiver vetiver by Julia Silge, Posit Software. The goal of 'vetiver' is to provide fluent tooling to version, share, deploy, and monitor a trained model. Functions handle both recording and checking the model's input data prototype, and predicting from a remote API endpoint. The 'vetiver' package is extensible, with generics that can support many kinds of models.
washi by Jadey Ryan, Molly McIlquham, Dani Gelardi. Create plots and tables in a consistent style with WaSHI (Washington Soil Health Initiative) branding. Use 'washi' to easily style your 'ggplot2' plots and 'flextable' tables.
weathercan by Steffi LaZerte. Provides means for downloading historical weather data from the Environment and Climate Change Canada website (<https://climate.weather.gc.ca/historical_data/search_historic_data_e.html>). Data can be downloaded from multiple stations and over large date ranges and automatically processed into a single dataset. Tools are also provided to identify stations either by name or proximity to a location.- widyr widyr by David Robinson, Julia Silge. Encapsulates the pattern of untidying data into a wide matrix, performing some processing, then turning it back into a tidy form. This is useful for several operations such as co-occurrence counts, correlations, or clustering that are mathematically convenient on wide matrices.
worrrd by Anthony Pileggi, Shannon Pileggi. Generate wordsearch and crossword puzzles using custom lists of words (and clues). Make them easy or hard, and print them to solve offline with paper and pencil!