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Welcome | R for Data Science

This book will teach you how to do data science with R: You’ll learn how to get your data into R, get it into the most useful structure, transform it, visualise it and model it. In this book, you will find a practicum of skills for data science. Just as a chemist learns how to clean test tubes and stock a lab, you’ll learn how to clean data and draw plots—and many other things besides. These are the skills that allow data science to happen, and here you will find the best practices for doing each of these things with R. You’ll learn how to use the grammar of graphics, literate programming, and reproducible research to save time. You’ll also learn how to manage cognitive resources to facilitate discoveries when wrangling, visualising, and exploring data.

Welcome | R for Data Science

No Context is Avilable

R Programming Resources

are all listed below.

R Interface for Bokeh

~/hafen.github.io

Read Excel Files

~/readxl.tidyverse.org

Arrow R Package

~/arrow.apache.org

Export Data Frames to Excel xlsx Format

~/docs.ropensci.org

Visual Studio Code - Code Editing. Redefined

~/code.visualstudio.com

Manipulation of Microsoft Word and PowerPoint Documents

~/davidgohel.github.io

Functions for Tabular Reporting

~/davidgohel.github.io

Dynamic Function-Oriented Make-Like Declarative Pipelines

~/docs.ropensci.org

Bokeh documentation

~/bokeh.pydata.org

R - Visual Studio Marketplace

~/marketplace.visualstudio.com

GitHub - Rcpp11/Rcpp11: R and C++11

Data Apps for Production | Plotly

GitHub - tsieger/idendro: Interactive Dendrograms

GitHub - datastorm-open/visNetwork: R package, using vis.js library for network visualization

GitHub - Lchiffon/wordcloud2: R interface to wordcloud for data visualization.

GitHub - REditorSupport/sublime-ide-r: R-IDE: Make Sublime Text a perfect IDE for R

File not found · apache/mxnet

GitHub - sinhrks/ggfortify: Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.

GitHub - RevolutionAnalytics/checkpoint: Install R packages from snapshots on checkpoint-server

GitHub - wesm/feather: Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow

GitHub - kaneplusplus/bigmemory

GitHub - IRkernel/IRkernel: R kernel for Jupyter

GitHub - yihui/animation: A gallery of animations in statistics and utilities to create animations

GitHub - rstudio/ggvis: Interactive grammar of graphics for R

GitHub - nexr/RHive: RHive is an R extension facilitating distributed computing via Apache Hive.

GitHub - textmate/r.tmbundle: TextMate support for R

GitHub - renkun-ken/rlist: A Toolbox for Non-Tabular Data Manipulation

GitHub - clever-algorithms/CleverAlgorithmsMachineLearning: Defunct

GitHub - boxuancui/DataExplorer: Automate Data Exploration and Treatment

GitHub - talgalili/heatmaply: Interactive Heat Maps for R Using plotly

GitHub - rstudio/httpuv: HTTP and WebSocket server package for R

GitHub - talgalili/dendextend: Extending R's Dendrogram Functionality

GitHub - nx10/httpgd: Asynchronous http server graphics device for R.

GitHub - daattali/timevis: 📅 Create interactive timeline visualizations in R

GitHub - gagolews/stringi: Fast and portable character string processing in R (with the Unicode ICU)

GitHub - leifeld/texreg: Conversion of R Regression Output to LaTeX or HTML Tables

GitHub - rstudio/gt: Easily generate information-rich, publication-quality tables from R

GitHub - yixuan/showtext: Using Fonts More Easily in R Graphs

GitHub - grabear/awesome-rshiny: An awesome R-shiny list!

GitHub - tidyverse/lubridate: Make working with dates in R just that little bit easier

GitHub - rstudio/tinytex: A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live

GitHub - jeroen/jsonlite: A Robust, High Performance JSON Parser and Generator for R

GitHub - JohnCoene/echarts4r: 🐳 ECharts 5 for R

GitHub - Non-Contradiction/JuliaCall: Embed Julia in R

GitHub - richfitz/redux: :telephone_receiver::computer: Redis client for R

GitHub - zatonovo/lambda.r: Functional programming in R

GitHub - jeroen/curl: A Modern and Flexible Web Client for R

GitHub - dselivanov/rmongodb: R driver for MongoDB

GitHub - tidyverse/tidyr: Tidy Messy Data

GitHub - Rdatatable/data.table: R's data.table package extends data.frame:

GitHub - noamross/redoc: [NOTE: Project in suspended animation for now] Reversible Reproducible Documents

GitHub - cran-task-views/WebTechnologies: CRAN Task View: WebTechnologies

GitHub - Cidree/rpostgis: rpostgis: R Interface to a 'PostGIS' Database

GitHub - thomasp85/gganimate: A Grammar of Animated Graphics

GitHub - talgalili/d3heatmap: A D3.js-based heatmap htmlwidget for R

GitHub - r-dbi/RMariaDB: An R interface to MariaDB

GitHub - rstudio/plumber: Turn your R code into a web API.

GitHub - jeroen/V8: Embedded JavaScript Engine for R

GitHub - tidyverse/magrittr: Improve the readability of R code with the pipe

GitHub - tidyverse/purrr: A functional programming toolkit for R

GitHub - ropensci/ezknitr: Avoid the typical working directory pain when using 'knitr'

GitHub - slowkow/ggrepel: :round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures.

GitHub - r-lib/cpp11: cpp11 helps you to interact with R objects using C++ code.

GitHub - yihui/runr: Run external programs from R (experimental)

GitHub - tidyverse/stringr: A fresh approach to string manipulation in R

GitHub - patperry/r-utf8: UTF-8 Text Processing (R Package)

GitHub - hrbrmstr/ggalt: :earth_americas: Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'

GitHub - r-lib/httr: httr: a friendly http package for R

GitHub - deepayan/lattice: Trellis Graphics for R

GitHub - ricardo-bion/ggtech: ggplot2 tech themes, scales, and geoms

GitHub - vubiostat/r-yaml: R package for converting objects to and from YAML

GitHub - facebook/prophet: Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

GitHub - taiyun/corrplot: A visual exploratory tool on correlation matrix

GitHub - ropensci/elastic: R client for the Elasticsearch HTTP API

GitHub - google/CausalImpact: An R package for causal inference in time series

GitHub - hadley/reshape: An R package to flexible rearrange, reshape and aggregate data

GitHub - armgong/rjulia: R package which integrating R and Julia

GitHub - dgrtwo/fuzzyjoin: Join tables together on inexact matching

GitHub - randyzwitch/RSiteCatalyst: R package to access Adobe Analytics Reporting API v1.4

xgboost/R-package at master · tqchen/xgboost

Welcome to Text Mining with R | Text Mining with R

~/tidytextmining.com

GitHub - juba/scatterD3: R scatter plot htmlwidget based on D3.js

GitHub - thomasp85/patchwork: The Composer of ggplots

GitHub - johnmyleswhite/ML_for_Hackers: Code accompanying the book "Machine Learning for Hackers"

GitHub - pablobarbera/Rfacebook: Dev version of Rfacebook package: Access to Facebook API via R

GitHub - cran/jvmr: Integration of R, Java, and Scala

GitHub - tidyverts/fable: Tidy time series forecasting

GitHub - cpsievert/LDAvis: R package for web-based interactive topic model visualization.

GitHub - lme4/lme4: Mixed-effects models in R using S4 classes and methods with RcppEigen

GitHub - imbs-hl/ranger: A Fast Implementation of Random Forests

GitHub - renozao/RcppOctave: Seamless Interface to Octave -- and Matlab code

GitHub - vertica/ddR: Standard API for Distributed Data Structures in R

GitHub - ecpolley/SuperLearner: Current version of the SuperLearner R package

GitHub - bwlewis/rthreejs: Three.js widgets for R and shiny

GitHub - IndrajeetPatil/ggstatsplot: Enhancing {ggplot2} plots with statistical analysis 📊📣

GitHub - traversc/qs: Quick serialization of R objects

GitHub - r-dbi/odbc: Connect to ODBC databases (using the DBI interface)

GitHub - rstudio/dygraphs: R interface to dygraphs

GitHub - business-science/anomalize: Tidy anomaly detection

GitHub - mlr-org/mlr: Machine Learning in R

Indojitu⚡️Indo Jitu : Bandar Situs Toto Online | Situs Togel Online Terbesar Indonesia

GitHub - ramnathv/slidify: Generate reproducible html5 slides from R markdown

GitHub - renkun-ken/formattable: Formattable Data Structures

GitHub - jbkunst/highcharter: R wrapper for highcharts

GitHub - dselivanov/text2vec: Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

GitHub - dgrtwo/broom: Convert statistical analysis objects from R into tidy format

GitHub - ramnathv/rCharts: Interactive JS Charts from R

GitHub - r-dbi/RPostgres: A DBI-compliant interface to PostgreSQL

GitHub - yihui/knitr: A general-purpose tool for dynamic report generation in R

GitHub - twitter/AnomalyDetection: Anomaly Detection with R

GitHub - chainsawriot/readODS: Read ODS (OpenDocument Spreadsheet) into R as data frame. Also support writing data frame into ODS file.

GitHub - renkun-ken/pipeR: Multi-Paradigm Pipeline Implementation

GitHub - trinker/topicmodels_learning: A repository of learning & R resources related to topic models

GitHub - amplab-extras/SparkR-pkg: R frontend for Spark

GitHub - kassambara/survminer: Survival Analysis and Visualization

GitHub - vertica/DistributedR

GitHub - jalvesaq/Nvim-R: Vim plugin to work with R

GitHub - Tazinho/snakecase: 🐍🐍🐍 A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case.

GitHub - twitter/BreakoutDetection: Breakout Detection via Robust E-Statistics

GitHub - hrbrmstr/waffle: :maple_leaf: Make waffle (square pie) charts in R

GitHub - eddelbuettel/rcpptoml: Rcpp Bindings to C++ parser for TOML files

GitHub - nicolewhite/RNeo4j: Neo4j Driver for R.

GitHub - wch/extrafont: Tools for using fonts in R graphics

GitHub - thomasp85/ggforce: Accelerating ggplot2

GitHub - rstudio/shiny: Easy interactive web applications with R

GitHub - daattali/shinyjs: 💡 Easily improve the user experience of your Shiny apps in seconds

GitHub - tidyverse/tidyverse: Easily install and load packages from the tidyverse

GitHub - ropensci-archive/monkeylearn: :no_entry: ARCHIVED Accesses the Monkeylearn API for Text Classifiers and Extractors

GitHub - YuLab-SMU/ggtree: :christmas_tree:Visualization and annotation of phylogenetic trees

GitHub - tidyverse/haven: Read SPSS, Stata and SAS files from R

RPy (R from Python)

~/rpy.sourceforge.net

GitHub - jeroen/mongolite: Fast and Simple MongoDB Client for R

GitHub - tidyverse/ggplot2: An implementation of the Grammar of Graphics in R

GitHub - plotly/plotly.R: An interactive graphing library for R

GitHub - tidyverse/rvest: Simple web scraping for R

GitHub - tidyverse/dplyr: dplyr: A grammar of data manipulation

GitHub - r-dbi/DBI: A database interface (DBI) definition for communication between R and RDBMSs

GitHub - gesistsa/rio: 🐟 A Swiss-Army Knife for Data I/O

GitHub - tidyverse/readr: Read flat files (csv, tsv, fwf) into R

GitHub - quanteda/quanteda: An R package for the Quantitative Analysis of Textual Data

GitHub - tidyverse/vroom: Fast reading of delimited files

~/www.rstudio.org

GitHub - jtalbot/riposte: a fast interpreter and JIT for R

GitHub - hadley/lineprof: Visualise line profiling results in R

GitHub - talgalili/installr: Functions for installing softwares from within R

GitHub - zatonovo/futile.logger: A logging package in R similar to log4j

GitHub - lme4/lme4: Mixed-effects models in R using S4 classes and methods with RcppEigen

GitHub - rstudio/blogdown: Create Blogs and Websites with R Markdown

awesome-R/misc/posts.md at master · qinwf/awesome-R

GitHub - tidyverse/glue: Glue strings to data in R. Small, fast, dependency free interpreted string literals.

GitHub - thomasp85/patchwork: The Composer of ggplots

GitHub - hadley/pryr: Pry open the covers of R

GitHub - eddelbuettel/drat: Drat R Archive Template

GitHub - Lchiffon/REmap: create a map by R

GitHub - trinker/topicmodels_learning: A repository of learning & R resources related to topic models

GitHub - jalapic/engsoccerdata: English and European soccer results 1871-2022

GitHub - rrrlw/ICON: R package that provides complex systems datasets from the Colorado Index of Complex Networks (ICON) at https://icon.colorado.edu/.

GitHub - yihui/xaringan: Presentation Ninja 幻灯忍者 · 写轮眼

GitHub - dkahle/ggmap: A package for plotting maps in R with ggplot2

GitHub - rstudio/renv: renv: Project environments for R.

GitHub - klmr/box: Write reusable, composable and modular R code

GitHub - rho-devel/rho

GitHub - ShichenXie/scorecard: Scorecard Development in R, 评分卡

GitHub - rstudio/reticulate: R Interface to Python

GitHub - rstudio-education/rstats-ed: List of courses teaching R

Coveralls.io - Test Coverage History and Statistics

GitHub - patperry/r-utf8: UTF-8 Text Processing (R Package)

GitHub - USCCANA/netdiffuseR: netdiffuseR: Analysis of Diffusion and Contagion Processes on Networks

GitHub - rstudio/RStartHere: A guide to some of the most useful R Packages that we know about

Efficient R programming

~/csgillespie.github.io

Welcome | R for Data Science

~/r4ds.had.co.nz

Renjin | The JVM-based interpreter for the R language for statistical computing

~/www.renjin.org

GitHub - hrbrmstr/hrbrthemes: :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components

GitHub - tidyverts/fable: Tidy time series forecasting

GitHub - edzer/spacetime: Classes and methods for spatio-temporal data

GitHub - rstudio/tensorflow: TensorFlow for R

GitHub - datastorm-open/visNetwork: R package, using vis.js library for network visualization

GitHub - walkerke/tigris: Download and use Census TIGER/Line shapefiles in R

GitHub - thospfuller/drat: A drat repository for R Package releases including the R COBOL Data Integration (rcoboldi) and R Bitcoincharts.com API packages (rbitcoinchartsapi).

Codecov - The Leading Code Coverage Solution

GitHub - spatstat/spatstat: Umbrella package of the 'spatstat' family................

GitHub - tidyverse/purrr: A functional programming toolkit for R

GitHub - johnmyleswhite/log4r: A log4j derivative for R.

~/www.r-bloggers.com

GitHub - tidyverse/tidyverse: Easily install and load packages from the tidyverse

GitHub - thomasp85/tidygraph: A tidy API for graph manipulation

Docker: Accelerated Container Application Development

~/www.docker.com

Exploratory Data Analysis with R

Report Writing for Data Science in R

GitHub - mtennekes/tmap: R package for thematic maps

GitHub - briatte/awesome-network-analysis: A curated list of awesome network analysis resources.

GitHub - ropensci/git2r: R bindings to the libgit2 library

GitHub - hadley/stats337: Readings in applied data science

GitHub - thospfuller/rcoboldi: R COBOL DI (Data Integration) Package : Import COBOL CopyBook data files directly into R as properly structured data frames.

GitHub - ujjwalkarn/DataScienceR: a curated list of R tutorials for Data Science, NLP and Machine Learning

GitHub - daattali/addinslist: 📜 Discover and install useful RStudio addins

R in Action, Second Edition

~/www.manning.com

R Cookbook, 2nd Edition

~/shop.oreilly.com

The Art of R Programming

~/shop.oreilly.com

R Programming for Data Science

GitHub - RomanTsegelskyi/rbooks: A curated list of #rstats books

Pluralsight + Code School: Code Courses | Pluralsight

~/tryr.codeschool.com

GitHub - r-lib/lintr: Static Code Analysis for R

GitHub - r-lib/roxygen2: Generate R package documentation from inline R comments

GitHub - r-lib/testthat: An R 📦 to make testing 😀

GitHub - r-lib/covr: Test coverage reports for R

GitHub - rticulate/import: An Import Mechanism For R

Spotfire: Solving complex, industry-specific problems at the speed of thought

~/spotfire.tibco.com

GitHub - ropensci-archive/opendata: :no_entry: ARCHIVED

Build software better, together

GitHub - yonicd/sinew: Generate roxygen2 skeletons populated with information scraped from the function script.

GitHub - cran-task-views/WebTechnologies: CRAN Task View: WebTechnologies

GitHub - r-spatial/gstat: Spatial and spatio-temporal geostatistical modelling, prediction and simulation

GitHub - facebook/prophet: Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

GitHub - ropensci-archive/PackageDevelopment: :no_entry: ARCHIVED

GitHub - r-lib/R6: Encapsulated object-oriented programming for R

GitHub - jennybc/gapminder: Excerpt from the Gapminder data, as an R data package and in plain text delimited form

GitHub - tidyverse/reprex: Render bits of R code for sharing, e.g., on GitHub or StackOverflow.

GitHub - r-lib/devtools: Tools to make an R developer's life easier

GitHub - r-lib/pkgdown: Generate static html documentation for an R package

GitHub - daattali/addinslist: 📜 Discover and install useful RStudio addins

~/www.coursera.org

Use R! | Book titles in this series

~/www.springer.com

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