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 10 days ago
data-visualisationvisualisation
25.04 score 6.5k stars 7.3k packages 596k scripts 1.9M downloadsdplyr - 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 20 days ago
data-manipulationgrammar
24.69 score 4.8k stars 7.5k packages 520k scripts 1.8M downloadstibble - Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the traditional data frame.
Last updated 1 days ago
tidy-data
22.80 score 679 stars 11k packages 44k scripts 1.5M downloadstidyr - 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 29 days ago
tidy-data
22.77 score 1.4k stars 5.3k packages 135k scripts 1.1M downloadsstringr - 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 downloadsglue - 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 2 months ago
string-interpolationstrings
21.96 score 726 stars 14k packages 58k scripts 1.7M downloadspurrr - Functional Programming Tools
A complete and consistent functional programming toolkit for R.
Last updated 3 months ago
functional-programming
21.79 score 1.3k stars 6.6k packages 55k scripts 1.1M downloadsmagrittr - 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
21.06 score 960 stars 13k packages 78k scripts 1.4M downloadslubridate - 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 4 months ago
datedate-time
20.79 score 731 stars 1.8k packages 139k scripts 835k downloadsreadxl - 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 3 months ago
excelspreadsheetxlsxlsx
20.42 score 731 stars 775 packages 125k scripts 1.1M downloadstidyverse - 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 1 months ago
data-sciencetidyverse
20.28 score 1.7k stars 124 packages 602k scripts 1.4M downloadsreadr - 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 4 months ago
csvfwfparsing
20.26 score 1.0k stars 1.9k packages 115k scripts 930k downloadsrvest - 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 28 days ago
htmlweb-scraping
20.11 score 1.5k stars 538 packages 26k scripts 669k downloadsdbplyr - 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 10 days ago
database
19.90 score 478 stars 715 packages 5.0k scripts 658k downloadshaven - 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 1 months ago
sasspssstata
18.95 score 424 stars 564 packages 21k scripts 761k downloadsforcats - 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 downloadsvroom - 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 3 months ago
csvcsv-parserfixed-width-texttsvtsv-parser
18.29 score 621 stars 2.0k packages 4.7k scripts 787k downloadshms - Pretty Time of Day
Implements an S3 class for storing and formatting time-of-day values, based on the 'difftime' class.
Last updated 2 days ago
hmstime
16.48 score 138 stars 3.1k packages 1.3k scripts 957k downloadsdtplyr - 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 3 months ago
datatabledplyr
16.43 score 669 stars 141 packages 2.5k scripts 585k downloadsmodelr - 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 downloadsreprex - 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
15.84 score 741 stars 125 packages 502 scripts 564k downloadsgoogledrive - An Interface to Google Drive
Manage Google Drive files from R.
Last updated 4 months ago
google-drive
15.31 score 322 stars 160 packages 2.2k scripts 612k downloadsgooglesheets4 - 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 downloadsblob - 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 1 days ago
database
13.81 score 45 stars 1.4k packages 155 scripts 641k downloadsnycflights13 - 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
11.53 score 126 stars 5 packages 6.5k scripts 51k downloadsmultidplyr - A Multi-Process 'dplyr' Backend
Partition a data frame across multiple worker processes to provide simple multicore parallelism.
Last updated 4 months ago
dplyrmultiprocess
10.58 score 641 stars 2 packages 444 scripts 647 downloadsduckplyr - 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 1 days ago
analyticsdataframedplyrduckdbperformance
8.88 score 287 stars 132 scripts 1.3k downloads