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 12 hours ago

data-visualisationvisualisation

25.02 score 6.5k stars 7.3k packages 588k scripts 1.8M 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 2 days ago

data-manipulationgrammar

24.69 score 4.8k stars 7.5k packages 520k scripts 1.8M 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 8 days ago

tidy-data

22.79 score 672 stars 11k packages 44k scripts 1.5M 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 10 days ago

tidy-data

22.77 score 1.4k stars 5.3k packages 135k scripts 1.1M 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 3 months ago

regular-expressionstrings

22.23 score 605 stars 7.9k packages 166k scripts 1.2M 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 1 months ago

string-interpolationstrings

21.96 score 726 stars 14k packages 58k scripts 1.7M downloads

purrr - Functional Programming Tools

A complete and consistent functional programming toolkit for R.

Last updated 3 months ago

functional-programming

21.89 score 1.3k stars 6.6k packages 54k scripts 1.2M 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

21.03 score 961 stars 13k packages 76k scripts 1.3M 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 3 months ago

datedate-time

20.79 score 731 stars 1.8k packages 139k scripts 835k 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 14 days ago

data-sciencetidyverse

20.60 score 1.7k stars 123 packages 567k scripts 1.1M 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 2 months ago

excelspreadsheetxlsxlsx

20.40 score 730 stars 758 packages 127k scripts 1.1M 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 3 months ago

csvfwfparsing

20.26 score 1.0k stars 1.9k packages 115k scripts 930k 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 10 days ago

htmlweb-scraping

20.11 score 1.5k stars 538 packages 26k scripts 669k 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 3 days ago

database

19.94 score 477 stars 714 packages 5.1k scripts 671k 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 25 days ago

sasspssstata

19.07 score 424 stars 597 packages 20k scripts 656k 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

18.76 score 555 stars 1.1k packages 21k scripts 685k 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 2 months ago

csvcsv-parserfixed-width-texttsvtsv-parser

18.30 score 620 stars 1.9k packages 4.8k scripts 811k 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 2 months ago

datatabledplyr

16.43 score 669 stars 141 packages 2.5k scripts 585k 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

16.35 score 401 stars 1.0k packages 5.0k scripts 712k 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 8 days ago

hmstime

16.30 score 138 stars 3.1k packages 1.2k scripts 933k 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 2 months ago

githubreproducibilityrmarkdownstackoverflow

15.72 score 739 stars 123 packages 468 scripts 467k downloads

googledrive - An Interface to Google Drive

Manage Google Drive files from R.

Last updated 3 months ago

google-drive

15.23 score 322 stars 159 packages 2.2k scripts 509k 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 4 months ago

google-drivegoogle-sheetsspreadsheet

14.86 score 359 stars 140 packages 6.7k scripts 605k 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 8 days ago

database

13.68 score 45 stars 1.4k packages 155 scripts 606k 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 12 months ago

11.87 score 126 stars 5 packages 6.2k scripts 57k downloads

multidplyr - A Multi-Process 'dplyr' Backend

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

Last updated 3 months ago

dplyrmultiprocess

10.58 score 641 stars 2 packages 444 scripts 647 downloads

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

A drop-in replacement for 'dplyr', powered by 'DuckDB' for performance. Also defines a set of generics that provide a low-level implementer's interface for the high-level user interface of 'dplyr'.

Last updated 3 hours ago

analyticsdataframedplyrduckdbperformance

8.85 score 278 stars 127 scripts 1.3k downloads