ggplot2 - Create Elegant Data Visualisations Using the Grammar of Graphics

A system for 'declaratively' creating graphics, based on "The Grammar of Graphics". You provide the data, tell 'ggplot2' how to map variables to aesthetics, what graphical primitives to use, and it takes care of the details.

Last updated 3 days ago

data-visualisationvisualisation

24.92 score 6.6k stars 7.4k dependents 633k scripts 1.3M downloads

dplyr - A Grammar of Data Manipulation

A fast, consistent tool for working with data frame like objects, both in memory and out of memory.

Last updated 3 months ago

data-manipulationgrammarcpp

24.55 score 4.8k stars 7.7k dependents 657k scripts 1.4M downloads

tibble - Simple Data Frames

Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the traditional data frame.

Last updated 2 months ago

tidy-data

22.69 score 689 stars 11k dependents 47k scripts 936k downloads

tidyr - Tidy Messy Data

Tools to help to create tidy data, where each column is a variable, each row is an observation, and each cell contains a single value. 'tidyr' contains tools for changing the shape (pivoting) and hierarchy (nesting and 'unnesting') of a dataset, turning deeply nested lists into rectangular data frames ('rectangling'), and extracting values out of string columns. It also includes tools for working with missing values (both implicit and explicit).

Last updated 3 months ago

tidy-datacpp

22.67 score 1.4k stars 5.4k dependents 169k scripts 829k downloads

purrr - Functional Programming Tools

A complete and consistent functional programming toolkit for R.

Last updated 3 days ago

functional-programming

21.91 score 1.3k stars 6.7k dependents 59k scripts 890k downloads

stringr - Simple, Consistent Wrappers for Common String Operations

A consistent, simple and easy to use set of wrappers around the fantastic 'stringi' package. All function and argument names (and positions) are consistent, all functions deal with "NA"'s and zero length vectors in the same way, and the output from one function is easy to feed into the input of another.

Last updated 5 months ago

regular-expressionstrings

21.86 score 617 stars 8.1k dependents 163k scripts 872k downloads

glue - Interpreted String Literals

An implementation of interpreted string literals, inspired by Python's Literal String Interpolation <https://www.python.org/dev/peps/pep-0498/> and Docstrings <https://www.python.org/dev/peps/pep-0257/> and Julia's Triple-Quoted String Literals <https://docs.julialang.org/en/v1.3/manual/strings/#Triple-Quoted-String-Literals-1>.

Last updated 4 months ago

string-interpolationstrings

21.71 score 727 stars 14k dependents 57k scripts 1.2M downloads

lubridate - Make Dealing with Dates a Little Easier

Functions to work with date-times and time-spans: fast and user friendly parsing of date-time data, extraction and updating of components of a date-time (years, months, days, hours, minutes, and seconds), algebraic manipulation on date-time and time-span objects. The 'lubridate' package has a consistent and memorable syntax that makes working with dates easy and fun.

Last updated 2 months ago

datedate-time

20.95 score 743 stars 1.9k dependents 135k scripts 586k downloads

magrittr - A Forward-Pipe Operator for R

Provides a mechanism for chaining commands with a new forward-pipe operator, %>%. This operator will forward a value, or the result of an expression, into the next function call/expression. There is flexible support for the type of right-hand side expressions. For more information, see package vignette. To quote Rene Magritte, "Ceci n'est pas un pipe."

Last updated 2 years ago

pipe

20.94 score 960 stars 14k dependents 82k scripts 977k downloads

readr - Read Rectangular Text Data

The goal of 'readr' is to provide a fast and friendly way to read rectangular data (like 'csv', 'tsv', and 'fwf'). It is designed to flexibly parse many types of data found in the wild, while still cleanly failing when data unexpectedly changes.

Last updated 6 months ago

csvfwfparsingcpp

20.92 score 1.0k stars 2.0k dependents 122k scripts 752k downloads

readxl - Read Excel Files

Import excel files into R. Supports '.xls' via the embedded 'libxls' C library <https://github.com/libxls/libxls> and '.xlsx' via the embedded 'RapidXML' C++ library <https://rapidxml.sourceforge.net/>. Works on Windows, Mac and Linux without external dependencies.

Last updated 5 months ago

excelspreadsheetxlsxlsxcpp

20.33 score 731 stars 784 dependents 154k scripts 721k 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 3 months ago

data-sciencetidyverse

20.10 score 1.7k stars 122 dependents 647k scripts 897k downloads

rvest - Easily Harvest (Scrape) Web Pages

Wrappers around the 'xml2' and 'httr' packages to make it easy to download, then manipulate, HTML and XML.

Last updated 3 months ago

htmlweb-scraping

20.01 score 1.5k stars 534 dependents 29k scripts 545k downloads

dbplyr - A 'dplyr' Back End for Databases

A 'dplyr' back end for databases that allows you to work with remote database tables as if they are in-memory data frames. Basic features works with any database that has a 'DBI' back end; more advanced features require 'SQL' translation to be provided by the package author.

Last updated 2 months ago

database

19.79 score 478 stars 713 dependents 5.2k scripts 499k downloads

forcats - Tools for Working with Categorical Variables (Factors)

Helpers for reordering factor levels (including moving specified levels to front, ordering by first appearance, reversing, and randomly shuffling), and tools for modifying factor levels (including collapsing rare levels into other, 'anonymising', and manually 'recoding').

Last updated 1 years ago

factortidyverse

18.66 score 553 stars 1.2k dependents 20k scripts 511k downloads

haven - Import and Export 'SPSS', 'Stata' and 'SAS' Files

Import foreign statistical formats into R via the embedded 'ReadStat' C library, <https://github.com/WizardMac/ReadStat>.

Last updated 4 months ago

sasspssstatazlibcpp

18.47 score 424 stars 650 dependents 18k scripts 518k downloads

vroom - Read and Write Rectangular Text Data Quickly

The goal of 'vroom' is to read and write data (like 'csv', 'tsv' and 'fwf') quickly. When reading it uses a quick initial indexing step, then reads the values lazily , so only the data you actually use needs to be read. The writer formats the data in parallel and writes to disk asynchronously from formatting.

Last updated 5 months ago

csvcsv-parserfixed-width-texttsvtsv-parsercpp

17.83 score 623 stars 2.0k dependents 5.1k scripts 736k downloads

hms - Pretty Time of Day

Implements an S3 class for storing and formatting time-of-day values, based on the 'difftime' class.

Last updated 2 months ago

hmstime

16.39 score 140 stars 3.1k dependents 1.3k scripts 629k downloads

modelr - Modelling Functions that Work with the Pipe

Functions for modelling that help you seamlessly integrate modelling into a pipeline of data manipulation and visualisation.

Last updated 1 years ago

modelling

16.31 score 401 stars 1.0k dependents 6.4k scripts 512k downloads

dtplyr - Data Table Back-End for 'dplyr'

Provides a data.table backend for 'dplyr'. The goal of 'dtplyr' is to allow you to write 'dplyr' code that is automatically translated to the equivalent, but usually much faster, data.table code.

Last updated 7 days ago

datatabledplyr

16.17 score 671 stars 143 dependents 2.4k scripts 423k downloads

reprex - Prepare Reproducible Example Code via the Clipboard

Convenience wrapper that uses the 'rmarkdown' package to render small snippets of code to target formats that include both code and output. The goal is to encourage the sharing of small, reproducible, and runnable examples on code-oriented websites, such as <https://stackoverflow.com> and <https://github.com>, or in email. The user's clipboard is the default source of input code and the default target for rendered output. 'reprex' also extracts clean, runnable R code from various common formats, such as copy/paste from an R session.

Last updated 5 months ago

githubreproducibilityrmarkdownstackoverflow

15.54 score 743 stars 124 dependents 498 scripts 408k downloads

googledrive - An Interface to Google Drive

Manage Google Drive files from R.

Last updated 6 months ago

google-drive

14.89 score 324 stars 160 dependents 2.4k scripts 418k downloads

googlesheets4 - Access Google Sheets using the Sheets API V4

Interact with Google Sheets through the Sheets API v4 <https://developers.google.com/sheets/api>. "API" is an acronym for "application programming interface"; the Sheets API allows users to interact with Google Sheets programmatically, instead of via a web browser. The "v4" refers to the fact that the Sheets API is currently at version 4. This package can read and write both the metadata and the cell data in a Sheet.

Last updated 6 months ago

google-drivegoogle-sheetsspreadsheet

14.48 score 363 stars 140 dependents 7.0k scripts 478k downloads

blob - A Simple S3 Class for Representing Vectors of Binary Data ('BLOBS')

R's raw vector is useful for storing a single binary object. What if you want to put a vector of them in a data frame? The 'blob' package provides the blob object, a list of raw vectors, suitable for use as a column in data frame.

Last updated 2 months ago

database

13.75 score 45 stars 1.4k dependents 157 scripts 448k downloads

nycflights13 - Flights that Departed NYC in 2013

Airline on-time data for all flights departing NYC in 2013. Also includes useful 'metadata' on airlines, airports, weather, and planes.

Last updated 1 years ago

11.36 score 126 stars 5 dependents 6.9k scripts 32k 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 1 hours ago

analyticsdataframedplyrduckdbperformance

10.86 score 305 stars 192 scripts 899 downloads

multidplyr - A Multi-Process 'dplyr' Backend

Partition a data frame across multiple worker processes to provide simple multicore parallelism.

Last updated 6 months ago

dplyrmultiprocess

10.84 score 644 stars 5 dependents 478 scripts 657 downloads

ellmer - Chat with Large Language Models

Chat with large language models from a range of providers including 'Claude' <https://claude.ai>, 'OpenAI' <https://chatgpt.com>, and more. Supports streaming, asynchronous calls, tool calling, and structured data extraction.

Last updated 3 days ago

10.75 score 295 stars 2 dependents 27 scripts 1.2k downloads