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 6 months ago

data-visualisationvisualisation

24.67 score 6.5k stars 7.1k packages 567k scripts 1.7M 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 11 months ago

data-manipulationgrammar

24.18 score 4.8k stars 7.4k packages 516k scripts 1.6M 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 9 months ago

tidy-data

22.39 score 1.4k stars 5.2k packages 130k scripts 991k downloads

broom - Convert Statistical Objects into Tidy Tibbles

Summarizes key information about statistical objects in tidy tibbles. This makes it easy to report results, create plots and consistently work with large numbers of models at once. Broom provides three verbs that each provide different types of information about a model. tidy() summarizes information about model components such as coefficients of a regression. glance() reports information about an entire model, such as goodness of fit measures like AIC and BIC. augment() adds information about individual observations to a dataset, such as fitted values or influence measures.

Last updated 1 days ago

modelingtidy-data

21.54 score 1.4k stars 1.4k packages 30k scripts 706k 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 years ago

tidy-data

21.50 score 669 stars 11k packages 45k scripts 1.4M 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 10 months ago

csvfwfparsing

21.34 score 1.0k stars 1.9k packages 100k scripts 836k downloads

purrr - Functional Programming Tools

A complete and consistent functional programming toolkit for R.

Last updated 1 years ago

functional-programming

21.15 score 1.3k stars 6.5k packages 56k scripts 1.0M 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 3 years ago

pipe

20.99 score 958 stars 13k packages 74k 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 2 years ago

datedate-time

20.22 score 731 stars 1.8k packages 123k scripts 767k 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 1 months ago

ggplot-extensionggplot2visualization

19.84 score 2.5k stars 593 packages 78k scripts 268k 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 11 months ago

sasspssstata

18.76 score 423 stars 673 packages 14k scripts 605k downloads

cowplot - Streamlined Plot Theme and Plot Annotations for 'ggplot2'

Provides various features that help with creating publication-quality figures with 'ggplot2', such as a set of themes, functions to align plots and arrange them into complex compound figures, and functions that make it easy to annotate plots and or mix plots with images. The package was originally written for internal use in the Wilke lab, hence the name (Claus O. Wilke's plot package). It has also been used extensively in the book Fundamentals of Data Visualization.

Last updated 10 months ago

18.62 score 703 stars 1.3k packages 55k scripts 336k downloads

renv - Project Environments

A dependency management toolkit for R. Using 'renv', you can create and manage project-local R libraries, save the state of these libraries to a 'lockfile', and later restore your library as required. Together, these tools can help make your projects more isolated, portable, and reproducible.

Last updated 11 days ago

18.18 score 1.0k stars 107 packages 1.3k scripts 255k 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 18 days ago

docxeasy-to-usehtmllatexrtfsummary-tables

17.97 score 2.0k stars 99 packages 15k scripts 143k downloads

ggforce - Accelerating 'ggplot2'

The aim of 'ggplot2' is to aid in visual data investigations. This focus has led to a lack of facilities for composing specialised plots. 'ggforce' aims to be a collection of mainly new stats and geoms that fills this gap. All additional functionality is aimed to come through the official extension system so using 'ggforce' should be a stable experience.

Last updated 8 months ago

ggplot-extensionggplot2visualization

15.81 score 916 stars 276 packages 8.9k scripts 73k 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 8 months ago

fontgraphicsgraphics-devicer-graphics

12.77 score 478 stars 32 packages 11k scripts 24k 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 days ago

arrowpolarsrust

11.96 score 470 stars 2 packages 1.0k scripts 10 downloads

sysfonts - Loading Fonts into R

Loading system fonts and Google Fonts <https://fonts.google.com/> into R, in order to support other packages such as 'R2SWF' and 'showtext'.

Last updated 8 months ago

9.22 score 22 stars 38 packages 1.4k scripts 23k downloads

ganttrify - Create beautiful Gantt charts with ggplot2

'ganttrify' facilitates the creation of nice-looking Gantt charts, commonly used in project proposals and project management.

Last updated 8 months ago

gantt-chartsggplot2

5.59 score 655 stars 30 scripts

simdistr - Assessment of Data Trial Distributions According to the Carlisle-Stouffer Method

Assessment of the distributions of baseline continuous and categorical variables in randomised trials. This method is based on the Carlisle-Stouffer method with Monte Carlo simulations. It calculates p-values for each trial baseline variable, as well as combined p-values for each trial - these p-values measure how compatible are distributions of trials baseline variables with random sampling. This package also allows for graphically plotting the cumulative frequencies of computed p-values. Please note that code was partly adapted from Carlisle JB, Loadsman JA. (2017) <doi:10.1111/anae.13650>.

Last updated 5 years ago

1.00 score 2 scripts 111 downloads