dplyr - A Grammar of Data Manipulation
A fast, consistent tool for working with data frame like objects, both in memory and out of memory.
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data-manipulationgrammarcpp
25.24 score 5.1k stars 9.8k dependents 838k scripts 1.8M downloads
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.
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data-visualisationvisualisationquarto
24.91 score 7.0k stars 9.0k dependents 780k scripts 2.0M 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).
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tidy-datacpp
23.13 score 1.4k stars 7.1k dependents 319k scripts 1.2M downloads
purrr - Functional Programming Tools
A complete and consistent functional programming toolkit for R.
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functional-programming
22.67 score 1.4k stars 8.6k dependents 84k scripts 1.3M downloads
tibble - Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the traditional data frame.
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tidy-data
22.59 score 763 stars 11k dependents 72k scripts 1.7M 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.
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csvfwfparsingcpp
22.16 score 1.0k stars 2.4k dependents 178k scripts 800k 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."
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pipe
21.82 score 971 stars 15k dependents 103k scripts 1.7M 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.
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modelingtidy-data
21.68 score 1.5k stars 1.7k dependents 69k scripts 597k 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.
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datedate-time
21.17 score 805 stars 2.2k dependents 180k scripts 644k 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'.
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ggplot-extensionggplot2visualization
19.45 score 2.6k stars 979 dependents 133k scripts 345k 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>.
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sasspssstatazlibcpp
18.98 score 455 stars 808 dependents 38k scripts 502k 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.
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18.92 score 759 stars 1.7k dependents 81k scripts 342k 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.
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docxeasy-to-usehtmllatexrtfsummary-tables
18.41 score 2.2k stars 216 dependents 34k scripts 122k downloadsggridges - Ridgeline Plots in 'ggplot2'
Ridgeline plots provide a convenient way of visualizing changes in distributions over time or space. This package enables the creation of such plots in 'ggplot2'.
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17.87 score 425 stars 367 dependents 20k scripts 292k downloads
viridis - Colorblind-Friendly Color Maps for R
Color maps designed to improve graph readability for readers with common forms of color blindness and/or color vision deficiency. The color maps are also perceptually-uniform, both in regular form and also when converted to black-and-white for printing. This package also contains 'ggplot2' bindings for discrete and continuous color and fill scales. A lean version of the package called 'viridisLite' that does not include the 'ggplot2' bindings can be found at <https://cran.r-project.org/package=viridisLite>.
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color-blindnesscolor-scheme
17.67 score 311 stars 658 dependents 70k scripts 183k 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.
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ggplot-extensionggplot2visualizationcpp
16.33 score 956 stars 393 dependents 13k scripts 103k downloadsshowtext - 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.
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fontgraphicsgraphics-devicer-graphicsfreetype
14.39 score 502 stars 175 dependents 19k scripts 97k downloadshrbrthemes - Additional Themes, Theme Components and Utilities for 'ggplot2'
A compilation of extra 'ggplot2' themes, scales and utilities, including a spell check function for plot label fields and an overall emphasis on typography. A copy of the 'Google' font 'Roboto Condensed' <https://github.com/google/roboto/> is also included along with a copy of the 'IBM' 'Plex Sans' <https://github.com/IBM/type>, 'Titillium Web' <https://fonts.google.com/specimen/Titillium+Web>, and 'Public Sans' <https://github.com/uswds/public-sans/> fonts are also included to support their respective typography-oriented themes.
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data-visualizationdatavisualizationggplot-extensionggplot2ggplot2-scalesggplot2-themesvisualization
12.42 score 1.4k stars 2 dependents 9.8k scripts 11k downloadsgridtext - Improved Text Rendering Support for 'Grid' Graphics
Provides support for rendering of formatted text using 'grid' graphics. Text can be formatted via a minimal subset of 'Markdown', 'HTML', and inline 'CSS' directives, and it can be rendered both with and without word wrap.
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cpp
11.99 score 99 stars 253 dependents 537 scripts 81k downloadspolars - R Bindings for the 'polars' Rust 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.
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arrowpolarsrust
11.42 score 575 stars 2 dependents 2.2k scripts 24 downloadssysfonts - 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'.
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freetype
10.76 score 24 stars 182 dependents 2.4k scripts 91k downloadsganttrify - Create beautiful Gantt charts with ggplot2
'ganttrify' facilitates the creation of nice-looking Gantt charts, commonly used in project proposals and project management.
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gantt-chartsggplot2
5.48 score 722 stars 42 scripts