data.table - Extension of `data.frame`

Fast aggregation of large data (e.g. 100GB in RAM), fast ordered joins, fast add/modify/delete of columns by group using no copies at all, list columns, friendly and fast character-separated-value read/write. Offers a natural and flexible syntax, for faster development.

Last updated 1 days ago

23.52 score 3.7k stars 4.6k dependents 230k scripts 997k downloads

sf - Simple Features for R

Support for simple feature access, a standardized way to encode and analyze spatial vector data. Binds to 'GDAL' <doi: 10.5281/zenodo.5884351> for reading and writing data, to 'GEOS' <doi: 10.5281/zenodo.11396894> for geometrical operations, and to 'PROJ' <doi: 10.5281/zenodo.5884394> for projection conversions and datum transformations. Uses by default the 's2' package for geometry operations on geodetic (long/lat degree) coordinates.

Last updated 13 days ago

gdalgeosprojspatialcpp

22.40 score 1.4k stars 1.2k dependents 117k scripts 436k downloads

jsonlite - A Simple and Robust JSON Parser and Generator for R

A reasonably fast JSON parser and generator, optimized for statistical data and the web. Offers simple, flexible tools for working with JSON in R, and is particularly powerful for building pipelines and interacting with a web API. The implementation is based on the mapping described in the vignette (Ooms, 2014). In addition to converting JSON data from/to R objects, 'jsonlite' contains functions to stream, validate, and prettify JSON data. The unit tests included with the package verify that all edge cases are encoded and decoded consistently for use with dynamic data in systems and applications.

Last updated 19 days ago

jsonparser

21.09 score 384 stars 8.6k dependents 26k scripts 1.4M downloads

DBI - R Database Interface

A database interface definition for communication between R and relational database management systems. All classes in this package are virtual and need to be extended by the various R/DBMS implementations.

Last updated 3 months ago

databaseinterface

20.92 score 301 stars 2.8k dependents 22k scripts 699k downloads

tidyverse - Easily Install and Load the 'Tidyverse'

The 'tidyverse' is a set of packages that work in harmony because they share common data representations and 'API' design. This package is designed to make it easy to install and load multiple 'tidyverse' packages in a single step. Learn more about the 'tidyverse' at <https://www.tidyverse.org>.

Last updated 5 months ago

data-sciencetidyverse

20.26 score 1.7k stars 125 dependents 664k scripts 1.2M downloads

curl - A Modern and Flexible Web Client for R

Bindings to 'libcurl' <https://curl.se/libcurl/> for performing fully configurable HTTP/FTP requests where responses can be processed in memory, on disk, or streaming via the callback or connection interfaces. Some knowledge of 'libcurl' is recommended; for a more-user-friendly web client see the 'httr2' package which builds on this package with http specific tools and logic.

Last updated 20 days ago

curl

19.97 score 225 stars 5.8k dependents 4.0k scripts 1.2M downloads

scales - Scale Functions for Visualization

Graphical scales map data to aesthetics, and provide methods for automatically determining breaks and labels for axes and legends.

Last updated 4 months ago

ggplot2

19.86 score 415 stars 7.9k dependents 90k scripts 1.0M downloads

patchwork - The Composer of Plots

The 'ggplot2' package provides a strong API for sequentially building up a plot, but does not concern itself with composition of multiple plots. 'patchwork' is a package that expands the API to allow for arbitrarily complex composition of plots by, among others, providing mathematical operators for combining multiple plots. Other packages that try to address this need (but with a different approach) are 'gridExtra' and 'cowplot'.

Last updated 6 months ago

ggplot-extensionggplot2visualization

19.68 score 2.5k stars 641 dependents 82k scripts 205k downloads

devtools - Tools to Make Developing R Packages Easier

Collection of package development tools.

Last updated 6 months ago

package-creation

19.62 score 2.4k stars 148 dependents 51k scripts 303k downloads

janitor - Simple Tools for Examining and Cleaning Dirty Data

The main janitor functions can: perfectly format data.frame column names; provide quick counts of variable combinations (i.e., frequency tables and crosstabs); and explore duplicate records. Other janitor functions nicely format the tabulation results. These tabulate-and-report functions approximate popular features of SPSS and Microsoft Excel. This package follows the principles of the "tidyverse" and works well with the pipe function %>%. janitor was built with beginning-to-intermediate R users in mind and is optimized for user-friendliness.

Last updated 3 months ago

data-analysisdata-cleaningdata-sciencedirty-dataexcelpivot-tablesspsstabulationstidyverse

19.19 score 1.4k stars 231 dependents 35k scripts 179k downloads

DT - A Wrapper of the JavaScript Library 'DataTables'

Data objects in R can be rendered as HTML tables using the JavaScript library 'DataTables' (typically via R Markdown or Shiny). The 'DataTables' library has been included in this R package. The package name 'DT' is an abbreviation of 'DataTables'.

Last updated 3 months ago

datatableshtmlwidgetsjavascriptshiny

19.15 score 604 stars 673 dependents 38k scripts 348k downloads

openxlsx - Read, Write and Edit xlsx Files

Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, styling and editing worksheets. Through the use of 'Rcpp', read/write times are comparable to the 'xlsx' and 'XLConnect' packages with the added benefit of removing the dependency on Java.

Last updated 2 months ago

xlsxcpp

18.98 score 232 stars 270 dependents 20k scripts 357k downloads

RSQLite - SQLite Interface for R

Embeds the SQLite database engine in R and provides an interface compliant with the DBI package. The source for the SQLite engine and for various extensions in a recent version is included. System libraries will never be consulted because this package relies on static linking for the plugins it includes; this also ensures a consistent experience across all installations.

Last updated 22 days ago

databasesqlite3cpp

18.73 score 327 stars 1.1k dependents 8.1k scripts 139k downloads

gt - Easily Create Presentation-Ready Display Tables

Build display tables from tabular data with an easy-to-use set of functions. With its progressive approach, we can construct display tables with a cohesive set of table parts. Table values can be formatted using any of the included formatting functions. Footnotes and cell styles can be precisely added through a location targeting system. The way in which 'gt' handles things for you means that you don't often have to worry about the fine details.

Last updated 8 days ago

docxeasy-to-usehtmllatexrtfsummary-tables

18.36 score 2.1k stars 112 dependents 20k scripts 257k downloads

plotly - Create Interactive Web Graphics via 'plotly.js'

Create interactive web graphics from 'ggplot2' graphs and/or a custom interface to the (MIT-licensed) JavaScript library 'plotly.js' inspired by the grammar of graphics.

Last updated 3 months ago

d3jsdata-visualizationggplot2javascriptplotlyshinywebgl

18.36 score 2.6k stars 783 dependents 93k scripts 193k downloads

tidyselect - Select from a Set of Strings

A backend for the selecting functions of the 'tidyverse'. It makes it easy to implement select-like functions in your own packages in a way that is consistent with other 'tidyverse' interfaces for selection.

Last updated 3 months ago

18.31 score 130 stars 8.2k dependents 1.9k scripts 1.1M downloads

future - Unified Parallel and Distributed Processing in R for Everyone

The purpose of this package is to provide a lightweight and unified Future API for sequential and parallel processing of R expression via futures. The simplest way to evaluate an expression in parallel is to use `x %<-% { expression }` with `plan(multisession)`. This package implements sequential, multicore, multisession, and cluster futures. With these, R expressions can be evaluated on the local machine, in parallel a set of local machines, or distributed on a mix of local and remote machines. Extensions to this package implement additional backends for processing futures via compute cluster schedulers, etc. Because of its unified API, there is no need to modify any code in order switch from sequential on the local machine to, say, distributed processing on a remote compute cluster. Another strength of this package is that global variables and functions are automatically identified and exported as needed, making it straightforward to tweak existing code to make use of futures.

Last updated 18 hours ago

asynchronousdistributed-computingfutureshpchpc-clustersparallel-computingparallel-processingparallelizationprogrammingpromises

18.19 score 973 stars 1.2k dependents 15k scripts 254k downloads

tinytex - Helper Functions to Install and Maintain TeX Live, and Compile LaTeX Documents

Helper functions to install and maintain the 'LaTeX' distribution named 'TinyTeX' (<https://yihui.org/tinytex/>), a lightweight, cross-platform, portable, and easy-to-maintain version of 'TeX Live'. This package also contains helper functions to compile 'LaTeX' documents, and install missing 'LaTeX' packages automatically.

Last updated 8 hours ago

latextexlive

17.90 score 1.0k stars 3.7k dependents 2.5k scripts 1.1M downloads

httr2 - Perform HTTP Requests and Process the Responses

Tools for creating and modifying HTTP requests, then performing them and processing the results. 'httr2' is a modern re-imagining of 'httr' that uses a pipe-based interface and solves more of the problems that API wrapping packages face.

Last updated 5 days ago

http

17.66 score 246 stars 1.1k dependents 1.9k scripts 396k downloads

gridExtra - Miscellaneous Functions for "Grid" Graphics

Provides a number of user-level functions to work with "grid" graphics, notably to arrange multiple grid-based plots on a page, and draw tables.

Last updated 4 years ago

17.36 score 15 stars 2.6k dependents 87k scripts 374k downloads

magick - Advanced Graphics and Image-Processing in R

Bindings to 'ImageMagick': the most comprehensive open-source image processing library available. Supports many common formats (png, jpeg, tiff, pdf, etc) and manipulations (rotate, scale, crop, trim, flip, blur, etc). All operations are vectorized via the Magick++ STL meaning they operate either on a single frame or a series of frames for working with layers, collages, or animation. In RStudio images are automatically previewed when printed to the console, resulting in an interactive editing environment. The latest version of the package includes a native graphics device for creating in-memory graphics or drawing onto images using pixel coordinates.

Last updated 17 days ago

image-manipulationimage-processingimagemagickcpp

17.31 score 468 stars 256 dependents 9.0k scripts 75k downloads

remotes - R Package Installation from Remote Repositories, Including 'GitHub'

Download and install R packages stored in 'GitHub', 'GitLab', 'Bitbucket', 'Bioconductor', or plain 'subversion' or 'git' repositories. This package provides the 'install_*' functions in 'devtools'. Indeed most of the code was copied over from 'devtools'.

Last updated 16 days ago

17.30 score 341 stars 248 dependents 5.8k scripts 469k downloads

flextable - Functions for Tabular Reporting

Use a grammar for creating and customizing pretty tables. The following formats are supported: 'HTML', 'PDF', 'RTF', 'Microsoft Word', 'Microsoft PowerPoint' and R 'Grid Graphics'. 'R Markdown', 'Quarto' and the package 'officer' can be used to produce the result files. The syntax is the same for the user regardless of the type of output to be produced. A set of functions allows the creation, definition of cell arrangement, addition of headers or footers, formatting and definition of cell content with text and or images. The package also offers a set of high-level functions that allow tabular reporting of statistical models and the creation of complex cross tabulations.

Last updated 1 months ago

docxhtml5ms-office-documentsrmarkdowntable

17.04 score 583 stars 119 dependents 7.3k scripts 67k downloads

gtsummary - Presentation-Ready Data Summary and Analytic Result Tables

Creates presentation-ready tables summarizing data sets, regression models, and more. The code to create the tables is concise and highly customizable. Data frames can be summarized with any function, e.g. mean(), median(), even user-written functions. Regression models are summarized and include the reference rows for categorical variables. Common regression models, such as logistic regression and Cox proportional hazards regression, are automatically identified and the tables are pre-filled with appropriate column headers.

Last updated 1 days ago

easy-to-usegthtml5regression-modelsreproducibilityreproducible-researchstatisticssummary-statisticssummary-tablestable1tableone

16.98 score 1.1k stars 15 dependents 8.2k scripts 47k downloads

tmap - Thematic Maps

Thematic maps are geographical maps in which spatial data distributions are visualized. This package offers a flexible, layer-based, and easy to use approach to create thematic maps, such as choropleths and bubble maps.

Last updated 2 days ago

choropleth-mapsmapsspatialthematic-mapsvisualisation

16.73 score 880 stars 24 dependents 13k scripts 100k downloads

skimr - Compact and Flexible Summaries of Data

A simple to use summary function that can be used with pipes and displays nicely in the console. The default summary statistics may be modified by the user as can the default formatting. Support for data frames and vectors is included, and users can implement their own skim methods for specific object types as described in a vignette. Default summaries include support for inline spark graphs. Instructions for managing these on specific operating systems are given in the "Using skimr" vignette and the README.

Last updated 1 months ago

peer-reviewedropenscisummary-statisticsunconfunconf17

16.71 score 1.1k stars 14 dependents 15k scripts 49k downloads

collapse - Advanced and Fast Data Transformation

A C/C++ based package for advanced data transformation and statistical computing in R that is extremely fast, class-agnostic, robust and programmer friendly. Core functionality includes a rich set of S3 generic grouped and weighted statistical functions for vectors, matrices and data frames, which provide efficient low-level vectorizations, OpenMP multithreading, and skip missing values by default. These are integrated with fast grouping and ordering algorithms (also callable from C), and efficient data manipulation functions. The package also provides a flexible and rigorous approach to time series and panel data in R. It further includes fast functions for common statistical procedures, detailed (grouped, weighted) summary statistics, powerful tools to work with nested data, fast data object conversions, functions for memory efficient R programming, and helpers to effectively deal with variable labels, attributes, and missing data. It is well integrated with base R classes, 'dplyr'/'tibble', 'data.table', 'sf', 'units', 'plm' (panel-series and data frames), and 'xts'/'zoo'.

Last updated 3 days ago

data-aggregationdata-analysisdata-manipulationdata-processingdata-sciencedata-transformationeconometricshigh-performancepanel-datascientific-computingstatisticstime-seriesweightedweightscppopenmp

16.63 score 672 stars 97 dependents 708 scripts 34k downloads

tidymodels - Easily Install and Load the 'Tidymodels' Packages

The tidy modeling "verse" is a collection of packages for modeling and statistical analysis that share the underlying design philosophy, grammar, and data structures of the tidyverse.

Last updated 20 days ago

16.34 score 780 stars 15 dependents 66k scripts 32k downloads

spatstat - Spatial Point Pattern Analysis, Model-Fitting, Simulation, Tests

Comprehensive open-source toolbox for analysing Spatial Point Patterns. Focused mainly on two-dimensional point patterns, including multitype/marked points, in any spatial region. Also supports three-dimensional point patterns, space-time point patterns in any number of dimensions, point patterns on a linear network, and patterns of other geometrical objects. Supports spatial covariate data such as pixel images. Contains over 3000 functions for plotting spatial data, exploratory data analysis, model-fitting, simulation, spatial sampling, model diagnostics, and formal inference. Data types include point patterns, line segment patterns, spatial windows, pixel images, tessellations, and linear networks. Exploratory methods include quadrat counts, K-functions and their simulation envelopes, nearest neighbour distance and empty space statistics, Fry plots, pair correlation function, kernel smoothed intensity, relative risk estimation with cross-validated bandwidth selection, mark correlation functions, segregation indices, mark dependence diagnostics, and kernel estimates of covariate effects. Formal hypothesis tests of random pattern (chi-squared, Kolmogorov-Smirnov, Monte Carlo, Diggle-Cressie-Loosmore-Ford, Dao-Genton, two-stage Monte Carlo) and tests for covariate effects (Cox-Berman-Waller-Lawson, Kolmogorov-Smirnov, ANOVA) are also supported. Parametric models can be fitted to point pattern data using the functions ppm(), kppm(), slrm(), dppm() similar to glm(). Types of models include Poisson, Gibbs and Cox point processes, Neyman-Scott cluster processes, and determinantal point processes. Models may involve dependence on covariates, inter-point interaction, cluster formation and dependence on marks. Models are fitted by maximum likelihood, logistic regression, minimum contrast, and composite likelihood methods. A model can be fitted to a list of point patterns (replicated point pattern data) using the function mppm(). The model can include random effects and fixed effects depending on the experimental design, in addition to all the features listed above. Fitted point process models can be simulated, automatically. Formal hypothesis tests of a fitted model are supported (likelihood ratio test, analysis of deviance, Monte Carlo tests) along with basic tools for model selection (stepwise(), AIC()) and variable selection (sdr). Tools for validating the fitted model include simulation envelopes, residuals, residual plots and Q-Q plots, leverage and influence diagnostics, partial residuals, and added variable plots.

Last updated 2 months ago

cluster-processcox-point-processgibbs-processkernel-densitynetwork-analysispoint-processpoisson-processspatial-analysisspatial-dataspatial-data-analysisspatial-statisticsspatstatstatistical-methodsstatistical-modelsstatistical-testsstatistics

16.32 score 200 stars 41 dependents 5.5k scripts 25k downloads

odbc - Connect to ODBC Compatible Databases (using the DBI Interface)

A DBI-compatible interface to ODBC databases.

Last updated 10 days ago

databaseodbcunixodbccpp

16.22 score 396 stars 22 dependents 2.9k scripts 58k downloads

styler - Non-Invasive Pretty Printing of R Code

Pretty-prints R code without changing the user's formatting intent.

Last updated 30 days ago

pretty-print

16.15 score 754 stars 62 dependents 940 scripts 45k downloads

ggthemes - Extra Themes, Scales and Geoms for 'ggplot2'

Some extra themes, geoms, and scales for 'ggplot2'. Provides 'ggplot2' themes and scales that replicate the look of plots by Edward Tufte, Stephen Few, 'Fivethirtyeight', 'The Economist', 'Stata', 'Excel', and 'The Wall Street Journal', among others. Provides 'geoms' for Tufte's box plot and range frame.

Last updated 1 years ago

data-visualisationggplot2ggplot2-themesplotplottingthemevisualization

16.14 score 1.3k stars 102 dependents 39k scripts 67k downloads

sjPlot - Data Visualization for Statistics in Social Science

Collection of plotting and table output functions for data visualization. Results of various statistical analyses (that are commonly used in social sciences) can be visualized using this package, including simple and cross tabulated frequencies, histograms, box plots, (generalized) linear models, mixed effects models, principal component analysis and correlation matrices, cluster analyses, scatter plots, stacked scales, effects plots of regression models (including interaction terms) and much more. This package supports labelled data.

Last updated 3 months ago

data-visualizationplottingsocial-sciencesstatistics

15.89 score 620 stars 3 dependents 7.4k scripts 31k downloads

officer - Manipulation of Microsoft Word and PowerPoint Documents

Access and manipulate 'Microsoft Word', 'RTF' and 'Microsoft PowerPoint' documents from R. The package focuses on tabular and graphical reporting from R; it also provides two functions that let users get document content into data objects. A set of functions lets add and remove images, tables and paragraphs of text in new or existing documents. The package does not require any installation of Microsoft products to be able to write Microsoft files.

Last updated 1 months ago

ms-office-documentspowerpointword

15.79 score 630 stars 137 dependents 4.1k scripts 73k downloads

parameters - Processing of Model Parameters

Utilities for processing the parameters of various statistical models. Beyond computing p values, CIs, and other indices for a wide variety of models (see list of supported models using the function 'insight::supported_models()'), this package implements features like bootstrapping or simulating of parameters and models, feature reduction (feature extraction and variable selection) as well as functions to describe data and variable characteristics (e.g. skewness, kurtosis, smoothness or distribution).

Last updated 9 days ago

betabootstrapciconfidence-intervalsdata-reductioneasystatsfafeature-extractionfeature-reductionhacktoberfestparameterspcapvaluesregression-modelsrobust-statisticsstandardizestandardized-estimatesstatistical-models

15.58 score 451 stars 56 dependents 1.8k scripts 70k downloads

stringdist - Approximate String Matching, Fuzzy Text Search, and String Distance Functions

Implements an approximate string matching version of R's native 'match' function. Also offers fuzzy text search based on various string distance measures. Can calculate various string distances based on edits (Damerau-Levenshtein, Hamming, Levenshtein, optimal sting alignment), qgrams (q- gram, cosine, jaccard distance) or heuristic metrics (Jaro, Jaro-Winkler). An implementation of soundex is provided as well. Distances can be computed between character vectors while taking proper care of encoding or between integer vectors representing generic sequences. This package is built for speed and runs in parallel by using 'openMP'. An API for C or C++ is exposed as well. Reference: MPJ van der Loo (2014) <doi:10.32614/RJ-2014-011>.

Last updated 3 months ago

openmp

15.54 score 327 stars 179 dependents 2.0k scripts 67k downloads

zip - Cross-Platform 'zip' Compression

Cross-Platform 'zip' Compression Library. A replacement for the 'zip' function, that does not require any additional external tools on any platform.

Last updated 1 months ago

15.37 score 86 stars 888 dependents 924 scripts 451k downloads

formatR - Format R Code Automatically

Provides a function tidy_source() to format R source code. Spaces and indent will be added to the code automatically, and comments will be preserved under certain conditions, so that R code will be more human-readable and tidy. There is also a Shiny app as a user interface in this package (see tidy_app()).

Last updated 1 years ago

code-formatter

15.20 score 259 stars 1.2k dependents 1.6k scripts 86k downloads

RPostgres - C++ Interface to PostgreSQL

Fully DBI-compliant C++-backed interface to PostgreSQL <https://www.postgresql.org/>, an open-source relational database.

Last updated 17 days ago

databasepostgrespostgresqlcpp

14.72 score 336 stars 31 dependents 1.6k scripts 31k downloads

ggstatsplot - 'ggplot2' Based Plots with Statistical Details

Extension of 'ggplot2', 'ggstatsplot' creates graphics with details from statistical tests included in the plots themselves. It provides an easier syntax to generate information-rich plots for statistical analysis of continuous (violin plots, scatterplots, histograms, dot plots, dot-and-whisker plots) or categorical (pie and bar charts) data. Currently, it supports the most common types of statistical approaches and tests: parametric, nonparametric, robust, and Bayesian versions of t-test/ANOVA, correlation analyses, contingency table analysis, meta-analysis, and regression analyses. References: Patil (2021) <doi:10.21105/joss.03236>.

Last updated 17 days ago

bayes-factorsdatasciencedatavizeffect-sizeggplot-extensionhypothesis-testingnon-parametric-statisticsregression-modelsstatistical-analysis

14.49 score 2.1k stars 1 dependents 3.0k scripts 9.1k downloads

RColorBrewer - ColorBrewer Palettes

Provides color schemes for maps (and other graphics) designed by Cynthia Brewer as described at http://colorbrewer2.org.

Last updated 3 years ago

14.37 score 9 stars 8.2k dependents 109k scripts 964k downloads

mapview - Interactive Viewing of Spatial Data in R

Quickly and conveniently create interactive visualisations of spatial data with or without background maps. Attributes of displayed features are fully queryable via pop-up windows. Additional functionality includes methods to visualise true- and false-color raster images and bounding boxes.

Last updated 3 months ago

gisleafletmapsspatialvisualizationweb-mapping

14.28 score 525 stars 25 dependents 7.3k scripts 17k downloads

tidycensus - Load US Census Boundary and Attribute Data as 'tidyverse' and 'sf'-Ready Data Frames

An integrated R interface to several United States Census Bureau APIs (<https://www.census.gov/data/developers/data-sets.html>) and the US Census Bureau's geographic boundary files. Allows R users to return Census and ACS data as tidyverse-ready data frames, and optionally returns a list-column with feature geometry for mapping and spatial analysis.

Last updated 1 months ago

14.27 score 647 stars 10 dependents 7.5k scripts 14k downloads

pacman - Package Management Tool

Tools to more conveniently perform tasks associated with add-on packages. pacman conveniently wraps library and package related functions and names them in an intuitive and consistent fashion. It seeks to combine functionality from lower level functions which can speed up workflow.

Last updated 5 years ago

githubpackage-managementpackages

14.20 score 315 stars 10 dependents 13k scripts 286k downloads

extrafont - Tools for Using Fonts

Tools to using fonts other than the standard PostScript fonts. This package makes it easy to use system TrueType fonts and with PDF or PostScript output files, and with bitmap output files in Windows. extrafont can also be used with fonts packaged specifically to be used with, such as the fontcm package, which has Computer Modern PostScript fonts with math symbols.

Last updated 2 years ago

14.09 score 323 stars 51 dependents 13k scripts 39k downloads

hrbrthemes - Additional Themes, Theme Components and Utilities for 'ggplot2'

A compilation of extra 'ggplot2' themes, scales and utilities, including a spell check function for plot label fields and an overall emphasis on typography. A copy of the 'Google' font 'Roboto Condensed' is also included.

Last updated 2 months ago

data-visualizationdatavisualizationggplot-extensionggplot2ggplot2-scalesggplot2-themesvisualization

13.83 score 1.3k stars 15 dependents 13k scripts 17k downloads

duckdb - DBI Package for the DuckDB Database Management System

The DuckDB project is an embedded analytical data management system with support for the Structured Query Language (SQL). This package includes all of DuckDB and an R Database Interface (DBI) connector.

Last updated 7 hours ago

databaseduckdbolapcpp

13.80 score 157 stars 46 dependents 1.7k scripts 30k downloads

openxlsx2 - Read, Write and Edit 'xlsx' Files

Simplifies the creation of 'xlsx' files by providing a high level interface to writing, styling and editing worksheets.

Last updated 6 hours ago

xlsxcpp

13.66 score 137 stars 11 dependents 194 scripts 7.7k downloads

paletteer - Comprehensive Collection of Color Palettes

The choices of color palettes in R can be quite overwhelming with palettes spread over many packages with many different API's. This packages aims to collect all color palettes across the R ecosystem under the same package with a streamlined API.

Last updated 9 months ago

color-palettepalettes

13.49 score 958 stars 23 dependents 6.8k scripts 174k downloads

esquisse - Explore and Visualize Your Data Interactively

A 'shiny' gadget to create 'ggplot2' figures interactively with drag-and-drop to map your variables to different aesthetics. You can quickly visualize your data accordingly to their type, export in various formats, and retrieve the code to reproduce the plot.

Last updated 21 days ago

addindata-visualizationggplot2rstudio-addinvisualization

13.23 score 1.8k stars 1 dependents 1.1k scripts 7.7k downloads

pdftools - Text Extraction, Rendering and Converting of PDF Documents

Utilities based on 'libpoppler' <https://poppler.freedesktop.org> for extracting text, fonts, attachments and metadata from a PDF file. Also supports high quality rendering of PDF documents into PNG, JPEG, TIFF format, or into raw bitmap vectors for further processing in R.

Last updated 10 days ago

pdf-filespdf-formatpdftoolspopplerpoppler-librarytext-extractioncpp

13.10 score 529 stars 47 dependents 3.3k scripts 29k downloads

pak - Another Approach to Package Installation

The goal of 'pak' is to make package installation faster and more reliable. In particular, it performs all HTTP operations in parallel, so metadata resolution and package downloads are fast. Metadata and package files are cached on the local disk as well. 'pak' has a dependency solver, so it finds version conflicts before performing the installation. This version of 'pak' supports CRAN, 'Bioconductor' and 'GitHub' packages as well.

Last updated 3 days ago

13.03 score 715 stars 17 dependents 277 scripts 22k downloads

showtext - Using Fonts More Easily in R Graphs

Making it easy to use various types of fonts ('TrueType', 'OpenType', Type 1, web fonts, etc.) in R graphs, and supporting most output formats of R graphics including PNG, PDF and SVG. Text glyphs will be converted into polygons or raster images, hence after the plot has been created, it no longer relies on the font files. No external software such as 'Ghostscript' is needed to use this package.

Last updated 1 years ago

fontgraphicsgraphics-devicer-graphicsfreetype

12.89 score 488 stars 34 dependents 12k scripts 27k downloads

tigris - Load Census TIGER/Line Shapefiles

Download TIGER/Line shapefiles from the United States Census Bureau (<https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html>) and load into R as 'sf' objects.

Last updated 4 months ago

12.87 score 331 stars 16 dependents 5.3k scripts 12k downloads

stplanr - Sustainable Transport Planning

Tools for transport planning with an emphasis on spatial transport data and non-motorized modes. The package was originally developed to support the 'Propensity to Cycle Tool', a publicly available strategic cycle network planning tool (Lovelace et al. 2017) <doi:10.5198/jtlu.2016.862>, but has since been extended to support public transport routing and accessibility analysis (Moreno-Monroy et al. 2017) <doi:10.1016/j.jtrangeo.2017.08.012> and routing with locally hosted routing engines such as 'OSRM' (Lowans et al. 2023) <doi:10.1016/j.enconman.2023.117337>. The main functions are for creating and manipulating geographic "desire lines" from origin-destination (OD) data (building on the 'od' package); calculating routes on the transport network locally and via interfaces to routing services such as <https://cyclestreets.net/> (Desjardins et al. 2021) <doi:10.1007/s11116-021-10197-1>; and calculating route segment attributes such as bearing. The package implements the 'travel flow aggregration' method described in Morgan and Lovelace (2020) <doi:10.1177/2399808320942779> and the 'OD jittering' method described in Lovelace et al. (2022) <doi:10.32866/001c.33873>. Further information on the package's aim and scope can be found in the vignettes and in a paper in the R Journal (Lovelace and Ellison 2018) <doi:10.32614/RJ-2018-053>, and in a paper outlining the landscape of open source software for geographic methods in transport planning (Lovelace, 2021) <doi:10.1007/s10109-020-00342-2>.

Last updated 7 months ago

cyclecyclingdesire-linesorigin-destinationpeer-reviewedpubic-transportroute-networkroutesroutingspatialtransporttransport-planningtransportationwalking

12.11 score 425 stars 2 dependents 692 scripts 1.7k downloads

polars - Lightning-Fast 'DataFrame' Library

Lightning-fast 'DataFrame' library written in 'Rust'. Convert R data to 'Polars' data and vice versa. Perform fast, lazy, larger-than-memory and optimized data queries. 'Polars' is interoperable with the package 'arrow', as both are based on the 'Apache Arrow' Columnar Format.

Last updated 6 hours ago

arrowpolarsrust

12.01 score 499 stars 2 dependents 1.0k scripts 17 downloads

archive - Multi-Format Archive and Compression Support

Bindings to 'libarchive' <http://www.libarchive.org> the Multi-format archive and compression library. Offers R connections and direct extraction for many archive formats including 'tar', 'ZIP', '7-zip', 'RAR', 'CAB' and compression formats including 'gzip', 'bzip2', 'compress', 'lzma' and 'xz'.

Last updated 1 months ago

compressionconnectionslibarchivecpp

11.77 score 145 stars 27 dependents 494 scripts 13k downloads

foreign - Read Data Stored by 'Minitab', 'S', 'SAS', 'SPSS', 'Stata', 'Systat', 'Weka', 'dBase', ...

Reading and writing data stored by some versions of 'Epi Info', 'Minitab', 'S', 'SAS', 'SPSS', 'Stata', 'Systat', 'Weka', and for reading and writing some 'dBase' files.

Last updated 2 months ago

11.77 score 6 stars 914 dependents 15k scripts 120k downloads

tmaptools - Thematic Map Tools

Set of tools for reading and processing spatial data. The aim is to supply the workflow to create thematic maps. This package also facilitates 'tmap', the package for visualizing thematic maps.

Last updated 2 months ago

11.61 score 42 stars 25 dependents 1.8k scripts 24k downloads

rayshader - Create Maps and Visualize Data in 2D and 3D

Uses a combination of raytracing and multiple hill shading methods to produce 2D and 3D data visualizations and maps. Includes water detection and layering functions, programmable color palette generation, several built-in textures for hill shading, 2D and 3D plotting options, a built-in path tracer, 'Wavefront' OBJ file export, and the ability to save 3D visualizations to a 3D printable format.

Last updated 1 months ago

cpp

11.51 score 2.1k stars 5 dependents 1.5k scripts 2.2k downloads

gtExtras - Extending 'gt' for Beautiful HTML Tables

Provides additional functions for creating beautiful tables with 'gt'. The functions are generally wrappers around boilerplate or adding opinionated niche capabilities and helpers functions.

Last updated 11 months ago

data-sciencedata-visualizationdatascienceggplot2gtplotssparklinesparkline-graphssparklinestables

11.45 score 199 stars 3 dependents 2.4k scripts 161k downloads

tidytable - Tidy Interface to 'data.table'

A tidy interface to 'data.table', giving users the speed of 'data.table' while using tidyverse-like syntax.

Last updated 2 months ago

11.41 score 458 stars 10 dependents 732 scripts 4.0k downloads

mapsf - Thematic Cartography

Create and integrate thematic maps in your workflow. This package helps to design various cartographic representations such as proportional symbols, choropleth or typology maps. It also offers several functions to display layout elements that improve the graphic presentation of maps (e.g. scale bar, north arrow, title, labels). 'mapsf' maps 'sf' objects on 'base' graphics.

Last updated 1 days ago

cartographymapspatialspatial-analysis

11.28 score 228 stars 11 dependents 414 scripts 2.4k downloads

ipumsr - An R Interface for Downloading, Reading, and Handling IPUMS Data

An easy way to work with census, survey, and geographic data provided by IPUMS in R. Generate and download data through the IPUMS API and load IPUMS files into R with their associated metadata to make analysis easier. IPUMS data describing 1.4 billion individuals drawn from over 750 censuses and surveys is available free of charge from the IPUMS website <https://www.ipums.org>.

Last updated 16 days ago

11.07 score 28 stars 2 dependents 720 scripts 3.1k downloads

dlookr - Tools for Data Diagnosis, Exploration, Transformation

A collection of tools that support data diagnosis, exploration, and transformation. Data diagnostics provides information and visualization of missing values, outliers, and unique and negative values to help you understand the distribution and quality of your data. Data exploration provides information and visualization of the descriptive statistics of univariate variables, normality tests and outliers, correlation of two variables, and the relationship between the target variable and predictor. Data transformation supports binning for categorizing continuous variables, imputes missing values and outliers, and resolves skewness. And it creates automated reports that support these three tasks.

Last updated 9 months ago

11.05 score 212 stars 2 dependents 744 scripts 2.9k downloads

officedown - Enhanced 'R Markdown' Format for 'Word' and 'PowerPoint'

Allows production of 'Microsoft' corporate documents from 'R Markdown' by reusing formatting defined in 'Microsoft Word' documents. You can reuse table styles, list styles but also add column sections, landscape oriented pages. Table and image captions as well as cross-references are transformed into 'Microsoft Word' fields, allowing documents edition and merging without issue with references; the syntax conforms to the 'bookdown' cross-reference definition. Objects generated by the 'officer' package are also supported in the 'knitr' chunks. 'Microsoft PowerPoint' presentations also benefit from this as well as the ability to produce editable vector graphics in 'PowerPoint' and also to define placeholder where content is to be added.

Last updated 5 months ago

10.91 score 371 stars 7 dependents 342 scripts 3.4k downloads

stargazer - Well-Formatted Regression and Summary Statistics Tables

Produces LaTeX code, HTML/CSS code and ASCII text for well-formatted tables that hold regression analysis results from several models side-by-side, as well as summary statistics.

Last updated 3 years ago

10.85 score 35 stars 10 dependents 12k scripts 57k downloads

sfheaders - Converts Between R Objects and Simple Feature Objects

Converts between R and Simple Feature 'sf' objects, without depending on the Simple Feature library. Conversion functions are available at both the R level, and through 'Rcpp'.

Last updated 8 months ago

rcppsimple-featurescpp

10.68 score 74 stars 150 dependents 384 scripts 38k downloads

tidytransit - Read, Validate, Analyze, and Map GTFS Feeds

Read General Transit Feed Specification (GTFS) zipfiles into a list of R dataframes. Perform validation of the data structure against the specification. Analyze the headways and frequencies at routes and stops. Create maps and perform spatial analysis on the routes and stops. Please see the GTFS documentation here for more detail: <https://gtfs.org/>.

Last updated 28 days ago

gtfspublicpublic-transporttidyversetransittransit-datatransporttransportation

10.49 score 151 stars 1 dependents 272 scripts 905 downloads

datapasta - R Tools for Data Copy-Pasta

RStudio addins and R functions that make copy-pasting vectors and tables to text painless.

Last updated 3 years ago

addinclipboardcopypasteexceltibble

10.33 score 899 stars 2 dependents 285 scripts 1.4k downloads

tictoc - Functions for Timing R Scripts, as Well as Implementations of "Stack" and "StackList" Structures

Code execution timing functions 'tic' and 'toc' that can be nested. One can record all timings while a complex script is running, and examine the values later. It is also possible to instrument the timing calls with custom callbacks. In addition, this package provides class 'Stack', implemented as a vector, and class 'StackList', which is a stack implemented as a list, both of which support operations 'push', 'pop', 'first_element', 'last_element' and 'clear'.

Last updated 12 months ago

10.33 score 8 stars 46 dependents 12k scripts 17k downloads

duckplyr - A 'DuckDB'-Backed Version of 'dplyr'

A drop-in replacement for 'dplyr', powered by 'DuckDB' for performance. Offers convenient utilities for working with in-memory and larger-than-memory data while retaining full 'dplyr' compatibility.

Last updated 2 days ago

analyticsdataframedplyrduckdbperformance

10.33 score 309 stars 220 scripts 2.1k downloads

rvg - R Graphics Devices for 'Office' Vector Graphics Output

Vector Graphics devices for 'Microsoft PowerPoint' and 'Microsoft Excel'. Functions extending package 'officer' are provided to embed 'DrawingML' graphics into 'Microsoft PowerPoint' presentations and 'Microsoft Excel' workbooks.

Last updated 4 months ago

libpngcpp

9.93 score 131 stars 21 dependents 258 scripts 13k downloads

nanoparquet - Read and Write 'Parquet' Files

Self-sufficient reader and writer for flat 'Parquet' files. Can read most 'Parquet' data types. Can write many 'R' data types, including factors and temporal types. See docs for limitations.

Last updated 19 days ago

parquetcpp

9.78 score 60 stars 8 dependents 99 scripts 7.9k downloads

censusapi - Retrieve Data from the Census APIs

A wrapper for the U.S. Census Bureau APIs that returns data frames of Census data and metadata. Available datasets include the Decennial Census, American Community Survey, Small Area Health Insurance Estimates, Small Area Income and Poverty Estimates, Population Estimates and Projections, and more.

Last updated 8 days ago

censuscensus-apicensus-datademographicsopen-data

9.76 score 174 stars 6 dependents 704 scripts 1.3k downloads

r5r - Rapid Realistic Routing with 'R5'

Rapid realistic routing on multimodal transport networks (walk, bike, public transport and car) using 'R5', the Rapid Realistic Routing on Real-world and Reimagined networks engine <https://github.com/conveyal/r5>. The package allows users to generate detailed routing analysis or calculate travel time and monetary cost matrices using seamless parallel computing on top of the R5 Java machine. While R5 is developed by Conveyal, the package r5r is independently developed by a team at the Institute for Applied Economic Research (Ipea) with contributions from collaborators. Apart from the documentation in this package, users will find additional information on R5 documentation at <https://docs.conveyal.com/>. Although we try to keep new releases of r5r in synchrony with R5, the development of R5 follows Conveyal's independent update process. Hence, users should confirm the R5 version implied by the Conveyal user manual (see <https://docs.conveyal.com/changelog>) corresponds with the R5 version that r5r depends on. This version of r5r depends on R5 v7.1.

Last updated 5 days ago

gtfsjavar5routerroutingtransporttransport-networksopenjdk

9.60 score 186 stars 444 scripts 1.1k downloads

jmv - The 'jamovi' Analyses

A suite of common statistical methods such as descriptives, t-tests, ANOVAs, regression, correlation matrices, proportion tests, contingency tables, and factor analysis. This package is also useable from the 'jamovi' statistical spreadsheet (see <https://www.jamovi.org> for more information).

Last updated 11 days ago

9.58 score 59 stars 440 scripts 3.3k downloads

gtfstools - General Transit Feed Specification (GTFS) Editing and Analysing Tools

Utility functions to read, manipulate, analyse and write transit feeds in the General Transit Feed Specification (GTFS) data format.

Last updated 2 months ago

gtfspublic-transportpublictransportcpp

9.31 score 40 stars 3 dependents 126 scripts 918 downloads

rgdal - Bindings for the 'Geospatial' Data Abstraction Library

Provides bindings to the 'Geospatial' Data Abstraction Library ('GDAL') (>= 1.11.4) and access to projection/transformation operations from the 'PROJ' library. Please note that 'rgdal' will be retired during October 2023, plan transition to sf/stars/'terra' functions using 'GDAL' and 'PROJ' at your earliest convenience (see <https://r-spatial.org/r/2023/05/15/evolution4.html> and earlier blogs for guidance). Use is made of classes defined in the 'sp' package. Raster and vector map data can be imported into R, and raster and vector 'sp' objects exported. The 'GDAL' and 'PROJ' libraries are external to the package, and, when installing the package from source, must be correctly installed first; it is important that 'GDAL' < 3 be matched with 'PROJ' < 6. From 'rgdal' 1.5-8, installed with to 'GDAL' >=3, 'PROJ' >=6 and 'sp' >= 1.4, coordinate reference systems use 'WKT2_2019' strings, not 'PROJ' strings. 'Windows' and 'macOS' binaries (including 'GDAL', 'PROJ' and their dependencies) are provided on 'CRAN'.

Last updated 2 years ago

gdalprojcpp

9.11 score 11 stars 1 dependents 33k scripts 3.9k downloads

polite - Be Nice on the Web

Be responsible when scraping data from websites by following polite principles: introduce yourself, ask for permission, take slowly and never ask twice.

Last updated 2 years ago

crawlermemoiserate-limiterrobotstxtrvestscraperwebscraping

8.99 score 327 stars 5 dependents 604 scripts 1.3k downloads

cartogram - Create Cartograms with R

Construct continuous and non-contiguous area cartograms.

Last updated 2 months ago

8.83 score 149 stars 3 dependents 732 scripts 1.7k downloads

areal - Areal Weighted Interpolation

A pipeable, transparent implementation of areal weighted interpolation with support for interpolating multiple variables in a single function call. These tools provide a full-featured workflow for validation and estimation that fits into both modern data management (e.g. tidyverse) and spatial data (e.g. sf) frameworks.

Last updated 3 years ago

8.80 score 92 stars 4 dependents 106 scripts 1.2k downloads

gtfsrouter - Routing with 'GTFS' (General Transit Feed Specification) Data

Use 'GTFS' (General Transit Feed Specification) data for routing from nominated start and end stations, for extracting 'isochrones', and travel times from any nominated start station to all other stations.

Last updated 25 days ago

gtfsgtfsrouterpublic-transportationroutercpp

8.78 score 89 stars 3 dependents 21 scripts 828 downloads

openrouteservice - An 'openrouteservice' API Client

The client streamlines access to the services provided by <https://api.openrouteservice.org>. It allows you to painlessly query for directions, isochrones, time-distance matrices, geocoding, elevation, points of interest, and more.

Last updated 1 months ago

apidirectionsgisgiscienceisochronesopenrouteserviceopenstreetmappoisroutingsdk

7.89 score 108 stars 60 scripts 445 downloads

RSocrata - Download or Upload 'Socrata' Data Sets

Provides easier interaction with 'Socrata' open data portals <https://dev.socrata.com>. Users can provide a 'Socrata' data set resource URL, or a 'Socrata' Open Data API (SODA) web query, or a 'Socrata' "human-friendly" URL, returns an R data frame. Converts dates to 'POSIX' format and manages throttling by 'Socrata'. Users can upload data to 'Socrata' portals directly from R.

Last updated 2 years ago

chicagogovernmentopen-datasocratasoda

7.87 score 237 stars 792 scripts 1.3k downloads

dataMaid - A Suite of Checks for Identification of Potential Errors in a Data Frame as Part of the Data Screening Process

Data screening is an important first step of any statistical analysis. dataMaid auto generates a customizable data report with a thorough summary of the checks and the results that a human can use to identify possible errors. It provides an extendable suite of test for common potential errors in a dataset.

Last updated 3 years ago

data-cleaningdata-screeningreproducible-research

7.53 score 143 stars 236 scripts 961 downloads

gtfsio - Read and Write General Transit Feed Specification (GTFS) Files

Tools for the development of packages related to General Transit Feed Specification (GTFS) files. Establishes a standard for representing GTFS feeds using R data types. Provides fast and flexible functions to read and write GTFS feeds while sticking to this standard. Defines a basic 'gtfs' class which is meant to be extended by packages that depend on it. And offers utility functions that support checking the structure of GTFS objects.

Last updated 3 days ago

gtfs

7.49 score 14 stars 5 dependents 13 scripts 1.1k downloads

ggThemeAssist - Add-in to Customize 'ggplot2' Themes

Rstudio add-in that delivers a graphical interface for editing 'ggplot2' theme elements.

Last updated 6 years ago

7.27 score 493 stars 251 scripts 814 downloads

mschart - Chart Generation for 'Microsoft Word' and 'Microsoft PowerPoint' Documents

Create native charts for 'Microsoft PowerPoint' and 'Microsoft Word' documents. These can then be edited and annotated. Functions are provided to let users create charts, modify and format their content. The chart's underlying data is automatically saved within the 'Word' document or 'PowerPoint' presentation. It extends package 'officer' that does not contain any feature for 'Microsoft' native charts production.

Last updated 11 months ago

ms-office-documentsofficepowerpointword

7.21 score 132 stars 1 dependents 106 scripts 1.3k downloads

pandoc - Manage and Run Universal Converter 'Pandoc' from 'R'

Provides a set of tools to install, manage and run several 'Pandoc' versions.

Last updated 1 years ago

7.12 score 27 stars 3 dependents 183 scripts 5.9k downloads

GWalkR - Interactive Exploratory Data Analysis Tool

Simplify your R data analysis and data visualization workflow by turning your data frame into an interactive 'Tableau'-like interface, leveraging the 'graphic-walker' JavaScript library and the 'htmlwidgets' package.

Last updated 2 months ago

data-visualizationggplot2tableau-alternativevisualization

7.08 score 446 stars 45 scripts 854 downloads

lehdr - Grab Longitudinal Employer-Household Dynamics (LEHD) Flat Files

Designed to query Longitudinal Employer-Household Dynamics (LEHD) workplace/residential association and origin-destination flat files and optionally aggregate Census block-level data to block group, tract, county, or state. Data comes from the LODES FTP server <https://lehd.ces.census.gov/data/lodes/LODES8/>.

Last updated 4 months ago

7.05 score 62 stars 90 scripts 395 downloads

sfdep - Spatial Dependence for Simple Features

An interface to 'spdep' to integrate with 'sf' objects and the 'tidyverse'.

Last updated 6 months ago

r-spatialspatial

7.01 score 130 stars 130 scripts 694 downloads

annotater - Annotate Package Load Calls

Provides non-invasive annotation of package load calls such as \code{library()}, \code{p_load()}, and \code{require()} so that we can have an idea of what the packages we are loading are meant for.

Last updated 5 months ago

6.81 score 102 stars 21 scripts 447 downloads

bbplot - MAKING GGPLOT GRAPHICS IN BBC NEWS STYLE

Helps create and export ggplot2 charts in the style used by the BBC News data team thanks to two useful functions, one for styling and another for exporting ggplot graphics

Last updated 6 years ago

6.45 score 1.6k stars 354 scripts

cransays - Creates an Overview of CRAN Incoming Submissions

It scrapes the CRAN incoming FTP folder to find where each submission is.

Last updated 2 months ago

6.43 score 81 stars

dataReporter - Reproducible Data Screening Checks and Report of Possible Errors

Data screening is an important first step of any statistical analysis. 'dataReporter' auto generates a customizable data report with a thorough summary of the checks and the results that a human can use to identify possible errors. It provides an extendable suite of test for common potential errors in a dataset. See Petersen AH, Ekstrøm CT (2019). "dataMaid: Your Assistant for Documenting Supervised Data Quality Screening in R." _Journal of Statistical Software_, *90*(6), 1-38 <doi:10.18637/jss.v090.i06> for more information.

Last updated 2 years ago

6.16 score 86 stars 34 scripts 411 downloads

overturemapsr - Download Overture Maps Data in R

Overture Maps offers free and open geospatial map data sourced from various providers and standardized to a common schema. This tool allows you to download Overture Maps data for a specific region of interest and convert it to several different file formats. For more information, visit <https://overturemaps.org/download/>.

Last updated 26 days ago

datageospatiallocationopendataosmosmdataoverturemaps

4.80 score 15 stars 14 scripts 230 downloads

tidyqwi - A Convenient API for Accessing United States Census Bureau's Quarterly Workforce Indicator

The purpose of this package is to access the United States Census Bureau's Quarterly Workforce Indicator data. Additionally, the data will be retrieved in a tidy format for further manipulation with full variable descriptions added if desired. Information about the United States Census Bureau's Quarterly Workforce Indicator is available at <https://www.census.gov/data/developers/data-sets/qwi.html>.

Last updated 11 months ago

4.76 score 4 stars 36 scripts 75 downloads

ntdr - Retrieve Data from the National Transit Database

Downloads the latest 'National Transit Database' data, processes it, and returns in a tidy data format.

Last updated 5 months ago

4.48 score 3 stars 7 scripts 672 downloads

glitter - glitter makes SPARQL

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.

Last updated 1 years ago

rstatsparql

4.12 score 47 stars 28 scripts

roblog - rOpenSci's blog guidance

It provides templates for roweb2 blogging and help for a GitHub forking workflow.

Last updated 1 months ago

3.70 score 5 stars 1 scripts

arcgis - ArcGIS Location Services Meta-Package

Provides easy installation and loading of core ArcGIS location services packages 'arcgislayers', 'arcgisutils', 'arcgisgeocode', and 'arcgisplaces'. Enabling developers to interact with spatial data and services from 'ArcGIS Online', 'ArcGIS Enterprise', and 'ArcGIS Platform'. Learn more about the 'arcgis' meta-package at <https://r.esri.com/r-bridge-site/>.

Last updated 9 months ago

3.49 score 11 stars 56 scripts 42 downloads

CTPPr - Census Transportation Planning Products Program (CTPP) API

Download Census Transportation Planning Products Program (CTPP) Tables for analysis in R

Last updated 6 years ago

2.85 score 14 stars 3 scripts

rgeopi - Gather Data from GDOT's GeoPI Database

rGeoPI allows the user to easily interface with GDOT's GeoPI repository. This includes project information, phase years and costs, project geometry, and document information, returned in data frames.

Last updated 1 months ago

2.40 score 1 stars

pukRhelpers - Helper Functions for `pukR` as in My Workflows

This package contains a set of random helper functions that I created to help me with my various data analysis tasks.

Last updated 18 days ago

2.18 score

tidylodes - tidylodes: A package for extracting, processing and 'spatialising' data from the US Census Bureau's LODES database

This package enables users to extract datasets directly from the US Census Bureau's database of Longitudinal Origin-Destination Employment Statistics (LODES). The database contains three different datasets - the first two Workplace Area Characteristics (WAC) and Residential Area Characteristics (RAC) contain estimates of total jobs and jobs in specific sectors (e.g. Retail Trade, Manufacturing). The third dataset, contains OD flows of jobs from residential areas to workplace areas. This package is novel in that it not only cleans these datasets and improves the recording of census geographies within them, but also converts these datasets to spatial formats that enable spatial manipulation/analysis to be carried out.

Last updated 7 months ago

1.70 score 1 stars

numetricApi - Functions to use Numetric's API

Functions for accessing and manipulating datasets and dashboards in Numetric. You need an API key and dataset Ids and dashboard Ids.

Last updated 7 years ago

1.70 score 1 stars

RArcInfo - Functions to import data from Arc/Info V7.x binary coverages

This package uses the functions written by Daniel Morissette <[email protected]> to read geographical information in Arc/Info V 7.x format and E00 files to import the coverages into R variables.

Last updated 13 years ago

1.34 score 22 scripts 347 downloads