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 9 days ago

data-visualisationvisualisation

25.03 score 6.5k stars 7.3k packages 604k scripts 1.8M 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 22 days ago

ggplot2

20.19 score 402 stars 7.6k packages 82k scripts 1.3M 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 2 months ago

ggplot-extensionggplot2visualization

19.92 score 2.5k stars 604 packages 80k scripts 299k downloads

gtable - Arrange 'Grobs' in Tables

Tools to make it easier to work with "tables" of 'grobs'. The 'gtable' package defines a 'gtable' grob class that specifies a grid along with a list of grobs and their placement in the grid. Further the package makes it easy to manipulate and combine 'gtable' objects so that complex compositions can be built up sequentially.

Last updated 26 days ago

18.07 score 88 stars 7.3k packages 4.0k scripts 1.0M downloads

ggraph - An Implementation of Grammar of Graphics for Graphs and Networks

The grammar of graphics as implemented in ggplot2 is a poor fit for graph and network visualizations due to its reliance on tabular data input. ggraph is an extension of the ggplot2 API tailored to graph visualizations and provides the same flexible approach to building up plots layer by layer.

Last updated 9 months ago

ggplot-extensionggplot2graph-visualizationnetwork-visualizationvisualization

17.48 score 1.1k stars 114 packages 8.6k scripts 61k 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 9 months ago

ggplot-extensionggplot2visualization

16.50 score 916 stars 285 packages 9.5k scripts 83k downloads

svglite - An 'SVG' Graphics Device

A graphics device for R that produces 'Scalable Vector Graphics'. 'svglite' is a fork of the older 'RSvgDevice' package.

Last updated 29 days ago

svg

15.80 score 180 stars 209 packages 4.8k scripts 114k downloads

gganimate - A Grammar of Animated Graphics

The grammar of graphics as implemented in the 'ggplot2' package has been successful in providing a powerful API for creating static visualisation. In order to extend the API for animated graphics this package provides a completely new set of grammar, fully compatible with 'ggplot2' for specifying transitions and animations in a flexible and extensible way.

Last updated 9 months ago

animationdata-visualizationggplot-extensionggplot2transition

15.77 score 1.9k stars 23 packages 13k scripts 20k downloads

tidygraph - A Tidy API for Graph Manipulation

A graph, while not "tidy" in itself, can be thought of as two tidy data frames describing node and edge data respectively. 'tidygraph' provides an approach to manipulate these two virtual data frames using the API defined in the 'dplyr' package, as well as provides tidy interfaces to a lot of common graph algorithms.

Last updated 10 months ago

graph-algorithmsgraph-manipulationigraphnetwork-analysistidyverse

15.75 score 547 stars 172 packages 4.0k scripts 62k downloads

systemfonts - System Native Font Finding

Provides system native access to the font catalogue. As font handling varies between systems it is difficult to correctly locate installed fonts across different operating systems. The 'systemfonts' package provides bindings to the native libraries on Windows, macOS and Linux for finding font files that can then be used further by e.g. graphic devices. The main use is intended to be from compiled code but 'systemfonts' also provides access from R.

Last updated 5 months ago

fonts

15.60 score 95 stars 933 packages 484 scripts 859k downloads

ragg - Graphic Devices Based on AGG

Anti-Grain Geometry (AGG) is a high-quality and high-performance 2D drawing library. The 'ragg' package provides a set of graphic devices based on AGG to use as alternative to the raster devices provided through the 'grDevices' package.

Last updated 2 months ago

drawinggraphicsvector-graphics

15.37 score 173 stars 456 packages 1.6k scripts 1.2M downloads

farver - High Performance Colour Space Manipulation

The encoding of colour can be handled in many different ways, using different colour spaces. As different colour spaces have different uses, efficient conversion between these representations are important. The 'farver' package provides a set of functions that gives access to very fast colour space conversion and comparisons implemented in C++, and offers speed improvements over the 'convertColor' function in the 'grDevices' package.

Last updated 6 months ago

color-conversion

14.18 score 133 stars 7.7k packages 149 scripts 1.1M downloads

textshaping - Bindings to the 'HarfBuzz' and 'Fribidi' Libraries for Text Shaping

Provides access to the text shaping functionality in the 'HarfBuzz' library and the bidirectional algorithm in the 'Fribidi' library. 'textshaping' is a low-level utility package mainly for graphic devices that expands upon the font tool-set provided by the 'systemfonts' package.

Last updated 6 months ago

13.09 score 17 stars 455 packages 37 scripts 820k downloads

tweenr - Interpolate Data for Smooth Animations

In order to create smooth animation between states of data, tweening is necessary. This package provides a range of functions for creating tweened data that can be used as basis for animation. Furthermore it adds a number of vectorized interpolaters for common R data types such as numeric, date and colour.

Last updated 9 months ago

animationplottingtransitiontweening

12.76 score 398 stars 300 packages 404 scripts 79k downloads

shinyFiles - A Server-Side File System Viewer for Shiny

Provides functionality for client-side navigation of the server side file system in shiny apps. In case the app is running locally this gives the user direct access to the file system without the need to "download" files to a temporary location. Both file and folder selection as well as file saving is available.

Last updated 1 years ago

filemanagershinyui-components

11.64 score 195 stars 54 packages 756 scripts 7.0k downloads

lime - Local Interpretable Model-Agnostic Explanations

When building complex models, it is often difficult to explain why the model should be trusted. While global measures such as accuracy are useful, they cannot be used for explaining why a model made a specific prediction. 'lime' (a port of the 'lime' 'Python' package) is a method for explaining the outcome of black box models by fitting a local model around the point in question an perturbations of this point. The approach is described in more detail in the article by Ribeiro et al. (2016) <arXiv:1602.04938>.

Last updated 2 years ago

caretmodel-checkingmodel-evaluationmodeling

11.28 score 484 stars 1 packages 720 scripts 3.0k downloads

scico - Colour Palettes Based on the Scientific Colour-Maps

Colour choice in information visualisation is important in order to avoid being mislead by inherent bias in the used colour palette. The 'scico' package provides access to the perceptually uniform and colour-blindness friendly palettes developed by Fabio Crameri and released under the "Scientific Colour-Maps" moniker. The package contains 24 different palettes and includes both diverging and sequential types.

Last updated 1 years ago

color-palettevisualization

10.66 score 414 stars 6 packages 2.0k scripts 4.2k downloads

transformr - Polygon and Path Transformations

In order to smoothly animate the transformation of polygons and paths, many aspects needs to be taken into account, such as differing number of control points, changing center of rotation, etc. The 'transformr' package provides an extensive framework for manipulating the shapes of polygons and paths and can be seen as the spatial brother to the 'tweenr' package.

Last updated 9 months ago

animationdata-visualizationinterpolationmatching-shapestweening

9.64 score 115 stars 24 packages 668 scripts 16k downloads

ggfx - Pixel Filters for 'ggplot2' and 'grid'

Provides a range of filters that can be applied to layers from the 'ggplot2' package and its extensions, along with other graphic elements such as guides and theme elements. The filters are applied at render time and thus uses the exact pixel dimensions needed.

Last updated 2 years ago

filtersggplot2graphics

9.06 score 170 stars 3 packages 444 scripts 1.1k downloads

ambient - A Generator of Multidimensional Noise

Generation of natural looking noise has many application within simulation, procedural generation, and art, to name a few. The 'ambient' package provides an interface to the 'FastNoise' C++ library and allows for efficient generation of perlin, simplex, worley, cubic, value, and white noise with optional perturbation in either 2, 3, or 4 (in case of simplex and white noise) dimensions.

Last updated 2 years ago

8.03 score 95 stars 2 packages 968 scripts 1.3k downloads

fiery - A Lightweight and Flexible Web Framework

A very flexible framework for building server side logic in R. The framework is unopinionated when it comes to how HTTP requests and WebSocket messages are handled and supports all levels of app complexity; from serving static content to full-blown dynamic web-apps. Fiery does not hold your hand as much as e.g. the shiny package does, but instead sets you free to create your web app the way you want.

Last updated 10 months ago

http-serverhttpuvwebserverwebsocket-server

7.68 score 244 stars 33 scripts 449 downloads

marquee - Markdown Parser and Renderer for R Graphics

Provides the mean to parse and render markdown text with grid along with facilities to define the styling of the text.

Last updated 5 months ago

7.51 score 84 stars 16 scripts 577 downloads

densityClust - Clustering by Fast Search and Find of Density Peaks

An improved implementation (based on k-nearest neighbors) of the density peak clustering algorithm, originally described by Alex Rodriguez and Alessandro Laio (Science, 2014 vol. 344). It can handle large datasets (> 100,000 samples) very efficiently. It was initially implemented by Thomas Lin Pedersen, with inputs from Sean Hughes and later improved by Xiaojie Qiu to handle large datasets with kNNs.

Last updated 10 months ago

7.15 score 151 stars 73 scripts 1.1k downloads

particles - A Graph Based Particle Simulator Based on D3-Force

Simulating particle movement in 2D space has many application. The 'particles' package implements a particle simulator based on the ideas behind the 'd3-force' 'JavaScript' library. 'particles' implements all forces defined in 'd3-force' as well as others such as vector fields, traps, and attractors.

Last updated 2 years ago

d3jsgraph-layoutnetworknetwork-visualizationparticlessimulation

7.18 score 119 stars 42 scripts 185 downloads

routr - A Simple Router for HTTP and WebSocket Requests

In order to make sure that web request ends up in the correct handler function a router is often used. 'routr' is a package implementing a simple but powerful routing functionality for R based servers. It is a fully functional 'fiery' plugin, but can also be used with other 'httpuv' based servers.

Last updated 2 years ago

http-routermiddlewarerouterwebtechnology

5.30 score 56 stars 24 scripts 759 downloads

reqres - Powerful Classes for HTTP Requests and Responses

In order to facilitate parsing of http requests and creating appropriate responses this package provides two classes to handle a lot of the housekeeping involved in working with http exchanges. The infrastructure builds upon the 'rook' specification and is thus well suited to be combined with 'httpuv' based web servers.

Last updated 2 years ago

httphttp-serverrequestresponse

5.29 score 38 stars 2 packages 17 scripts 799 downloads

curry - Partial Function Application and Currying with %<%, %-<%, %><%, and %<!%

Partial application is the process of reducing the arity of a function by fixing one or more arguments, thus creating a new function lacking the fixed arguments. The curry package provides three different ways of performing partial function application by fixing arguments from either end of the argument list (currying and tail currying) or by fixing multiple named arguments (partial application). This package provides this functionality through the %<%, %-<%, and %><% operators which allows for a programming style comparable to modern functional languages. Compared to other implementations such a purrr::partial() the operators in curry composes functions with named arguments, aiding in autocomplete etc.

Last updated 8 years ago

4.61 score 30 stars 27 scripts 188 downloads

devoid - A Graphic Device that Does Nothing

Provides a non-drawing graphic device for benchmarking purpose. In order to properly benchmark graphic drawing code it is necessary to factor out the device implementation itself so that results are not related to the specific graphics device used during benchmarking. The 'devoid' package implements a graphic device that accepts all the required calls from R's graphic engine but performs no action. Apart from benchmarking it is unlikely that this device has any practical use.

Last updated 2 years ago

graphics

4.25 score 22 stars 16 scripts 169 downloads