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Exploratory Data Analysis with R

This book teaches you to use R to visualize and explore data, a key element of the data science process.

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R Interface for Bokeh
resource
~/hafen.github.io
Read Excel Files
resource
~/readxl.tidyverse.org
Arrow R Package
resource
~/arrow.apache.org
Export Data Frames to Excel xlsx Format
resource
~/docs.ropensci.org
Visual Studio Code - Code Editing. Redefined
resource
~/code.visualstudio.com
Manipulation of Microsoft Word and PowerPoint Documents
resource
~/davidgohel.github.io
Functions for Tabular Reporting
resource
~/davidgohel.github.io
Dynamic Function-Oriented Make-Like Declarative Pipelines
resource
~/docs.ropensci.org
Bokeh documentation
resource
~/bokeh.pydata.org
R - Visual Studio Marketplace
resource
~/marketplace.visualstudio.com
GitHub - Rcpp11/Rcpp11: R and C++11
resource
~/github.com
Data Apps for Production | Plotly
resource
~/plot.ly
GitHub - tsieger/idendro: Interactive Dendrograms
resource
~/github.com
GitHub - datastorm-open/visNetwork: R package, using vis.js library for network visualization
resource
~/github.com
GitHub - Lchiffon/wordcloud2: R interface to wordcloud for data visualization.
resource
~/github.com
GitHub - REditorSupport/sublime-ide-r: R-IDE: Make Sublime Text a perfect IDE for R
resource
~/github.com
File not found ยท apache/mxnet
resource
~/github.com
GitHub - sinhrks/ggfortify: Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.
resource
~/github.com
GitHub - RevolutionAnalytics/checkpoint: Install R packages from snapshots on checkpoint-server
resource
~/github.com
GitHub - wesm/feather: Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow
resource
~/github.com
GitHub - kaneplusplus/bigmemory
resource
~/github.com
GitHub - IRkernel/IRkernel: R kernel for Jupyter
resource
~/github.com
GitHub - yihui/animation: A gallery of animations in statistics and utilities to create animations
resource
~/github.com
GitHub - rstudio/ggvis: Interactive grammar of graphics for R
resource
~/github.com
GitHub - nexr/RHive: RHive is an R extension facilitating distributed computing via Apache Hive.
resource
~/github.com
GitHub - textmate/r.tmbundle: TextMate support for R
resource
~/github.com
GitHub - renkun-ken/rlist: A Toolbox for Non-Tabular Data Manipulation
resource
~/github.com
GitHub - clever-algorithms/CleverAlgorithmsMachineLearning: Defunct
resource
~/github.com
GitHub - boxuancui/DataExplorer: Automate Data Exploration and Treatment
resource
~/github.com
GitHub - talgalili/heatmaply: Interactive Heat Maps for R Using plotly
resource
~/github.com
GitHub - rstudio/httpuv: HTTP and WebSocket server package for R
resource
~/github.com
GitHub - talgalili/dendextend: Extending R's Dendrogram Functionality
resource
~/github.com
GitHub - nx10/httpgd: Asynchronous http server graphics device for R.
resource
~/github.com
GitHub - daattali/timevis: ๐Ÿ“… Create interactive timeline visualizations in R
resource
~/github.com
GitHub - gagolews/stringi: Fast and portable character string processing in R (with the Unicode ICU)
resource
~/github.com
GitHub - leifeld/texreg: Conversion of R Regression Output to LaTeX or HTML Tables
resource
~/github.com
GitHub - rstudio/gt: Easily generate information-rich, publication-quality tables from R
resource
~/github.com
GitHub - yixuan/showtext: Using Fonts More Easily in R Graphs
resource
~/github.com
GitHub - grabear/awesome-rshiny: An awesome R-shiny list!
resource
~/github.com
GitHub - tidyverse/lubridate: Make working with dates in R just that little bit easier
resource
~/github.com
GitHub - rstudio/tinytex: A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live
resource
~/github.com
GitHub - jeroen/jsonlite: A Robust, High Performance JSON Parser and Generator for R
resource
~/github.com
GitHub - JohnCoene/echarts4r: ๐Ÿณ ECharts 5 for R
resource
~/github.com
GitHub - Non-Contradiction/JuliaCall: Embed Julia in R
resource
~/github.com
GitHub - richfitz/redux: :telephone_receiver::computer: Redis client for R
resource
~/github.com
GitHub - zatonovo/lambda.r: Functional programming in R
resource
~/github.com
GitHub - jeroen/curl: A Modern and Flexible Web Client for R
resource
~/github.com
GitHub - dselivanov/rmongodb: R driver for MongoDB
resource
~/github.com
GitHub - tidyverse/tidyr: Tidy Messy Data
resource
~/github.com
GitHub - Rdatatable/data.table: R's data.table package extends data.frame:
resource
~/github.com
GitHub - noamross/redoc: [NOTE: Project in suspended animation for now] Reversible Reproducible Documents
resource
~/github.com
GitHub - cran-task-views/WebTechnologies: CRAN Task View: WebTechnologies
resource
~/github.com
GitHub - Cidree/rpostgis: rpostgis: R Interface to a 'PostGIS' Database
resource
~/github.com
GitHub - thomasp85/gganimate: A Grammar of Animated Graphics
resource
~/github.com
GitHub - talgalili/d3heatmap: A D3.js-based heatmap htmlwidget for R
resource
~/github.com
GitHub - r-dbi/RMariaDB: An R interface to MariaDB
resource
~/github.com
GitHub - rstudio/plumber: Turn your R code into a web API.
resource
~/github.com
GitHub - jeroen/V8: Embedded JavaScript Engine for R
resource
~/github.com
GitHub - tidyverse/magrittr: Improve the readability of R code with the pipe
resource
~/github.com
GitHub - tidyverse/purrr: A functional programming toolkit for R
resource
~/github.com
GitHub - ropensci/ezknitr: Avoid the typical working directory pain when using 'knitr'
resource
~/github.com
GitHub - slowkow/ggrepel: :round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures.
resource
~/github.com
GitHub - r-lib/cpp11: cpp11 helps you to interact with R objects using C++ code.
resource
~/github.com
GitHub - yihui/runr: Run external programs from R (experimental)
resource
~/github.com
GitHub - tidyverse/stringr: A fresh approach to string manipulation in R
resource
~/github.com
GitHub - patperry/r-utf8: UTF-8 Text Processing (R Package)
resource
~/github.com
GitHub - hrbrmstr/ggalt: :earth_americas: Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'
resource
~/github.com
GitHub - r-lib/httr: httr: a friendly http package for R
resource
~/github.com
GitHub - deepayan/lattice: Trellis Graphics for R
resource
~/github.com
GitHub - ricardo-bion/ggtech: ggplot2 tech themes, scales, and geoms
resource
~/github.com
GitHub - vubiostat/r-yaml: R package for converting objects to and from YAML
resource
~/github.com
GitHub - facebook/prophet: Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
resource
~/github.com
GitHub - taiyun/corrplot: A visual exploratory tool on correlation matrix
resource
~/github.com
GitHub - ropensci/elastic: R client for the Elasticsearch HTTP API
resource
~/github.com
GitHub - google/CausalImpact: An R package for causal inference in time series
resource
~/github.com
GitHub - hadley/reshape: An R package to flexible rearrange, reshape and aggregate data
resource
~/github.com
GitHub - armgong/rjulia: R package which integrating R and Julia
resource
~/github.com
GitHub - dgrtwo/fuzzyjoin: Join tables together on inexact matching
resource
~/github.com
GitHub - randyzwitch/RSiteCatalyst: R package to access Adobe Analytics Reporting API v1.4
resource
~/github.com
xgboost/R-package at master ยท tqchen/xgboost
resource
~/github.com
Welcome to Text Mining with R | Text Mining with R
resource
~/tidytextmining.com
GitHub - juba/scatterD3: R scatter plot htmlwidget based on D3.js
resource
~/github.com
GitHub - thomasp85/patchwork: The Composer of ggplots
resource
~/github.com
GitHub - johnmyleswhite/ML_for_Hackers: Code accompanying the book "Machine Learning for Hackers"
resource
~/github.com
GitHub - pablobarbera/Rfacebook: Dev version of Rfacebook package: Access to Facebook API via R
resource
~/github.com
GitHub - cran/jvmr: Integration of R, Java, and Scala
resource
~/github.com
GitHub - tidyverts/fable: Tidy time series forecasting
resource
~/github.com
GitHub - cpsievert/LDAvis: R package for web-based interactive topic model visualization.
resource
~/github.com
GitHub - lme4/lme4: Mixed-effects models in R using S4 classes and methods with RcppEigen
resource
~/github.com
GitHub - imbs-hl/ranger: A Fast Implementation of Random Forests
resource
~/github.com
GitHub - renozao/RcppOctave: Seamless Interface to Octave -- and Matlab code
resource
~/github.com
GitHub - vertica/ddR: Standard API for Distributed Data Structures in R
resource
~/github.com
GitHub - ecpolley/SuperLearner: Current version of the SuperLearner R package
resource
~/github.com
GitHub - bwlewis/rthreejs: Three.js widgets for R and shiny
resource
~/github.com
GitHub - IndrajeetPatil/ggstatsplot: Enhancing {ggplot2} plots with statistical analysis ๐Ÿ“Š๐Ÿ“ฃ
resource
~/github.com
GitHub - traversc/qs: Quick serialization of R objects
resource
~/github.com
GitHub - r-dbi/odbc: Connect to ODBC databases (using the DBI interface)
resource
~/github.com
GitHub - rstudio/dygraphs: R interface to dygraphs
resource
~/github.com
GitHub - business-science/anomalize: Tidy anomaly detection
resource
~/github.com
GitHub - mlr-org/mlr: Machine Learning in R
resource
~/github.com
Indojituโšก๏ธIndo Jitu : Bandar Situs Toto Online | Situs Togel Online Terbesar Indonesia
resource
~/rsuite.io
GitHub - ramnathv/slidify: Generate reproducible html5 slides from R markdown
resource
~/github.com
GitHub - renkun-ken/formattable: Formattable Data Structures
resource
~/github.com
GitHub - jbkunst/highcharter: R wrapper for highcharts
resource
~/github.com
GitHub - dselivanov/text2vec: Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
resource
~/github.com
GitHub - dgrtwo/broom: Convert statistical analysis objects from R into tidy format
resource
~/github.com
GitHub - ramnathv/rCharts: Interactive JS Charts from R
resource
~/github.com
GitHub - r-dbi/RPostgres: A DBI-compliant interface to PostgreSQL
resource
~/github.com
GitHub - yihui/knitr: A general-purpose tool for dynamic report generation in R
resource
~/github.com
GitHub - twitter/AnomalyDetection: Anomaly Detection with R
resource
~/github.com
GitHub - chainsawriot/readODS: Read ODS (OpenDocument Spreadsheet) into R as data frame. Also support writing data frame into ODS file.
resource
~/github.com
GitHub - renkun-ken/pipeR: Multi-Paradigm Pipeline Implementation
resource
~/github.com
GitHub - trinker/topicmodels_learning: A repository of learning & R resources related to topic models
resource
~/github.com
GitHub - amplab-extras/SparkR-pkg: R frontend for Spark
resource
~/github.com
GitHub - kassambara/survminer: Survival Analysis and Visualization
resource
~/github.com
GitHub - vertica/DistributedR
resource
~/github.com
GitHub - jalvesaq/Nvim-R: Vim plugin to work with R
resource
~/github.com
GitHub - Tazinho/snakecase: ๐Ÿ๐Ÿ๐Ÿ A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case.
resource
~/github.com
GitHub - twitter/BreakoutDetection: Breakout Detection via Robust E-Statistics
resource
~/github.com
GitHub - hrbrmstr/waffle: :maple_leaf: Make waffle (square pie) charts in R
resource
~/github.com
GitHub - eddelbuettel/rcpptoml: Rcpp Bindings to C++ parser for TOML files
resource
~/github.com
GitHub - nicolewhite/RNeo4j: Neo4j Driver for R.
resource
~/github.com
GitHub - wch/extrafont: Tools for using fonts in R graphics
resource
~/github.com
GitHub - thomasp85/ggforce: Accelerating ggplot2
resource
~/github.com
GitHub - rstudio/shiny: Easy interactive web applications with R
resource
~/github.com
GitHub - daattali/shinyjs: ๐Ÿ’ก Easily improve the user experience of your Shiny apps in seconds
resource
~/github.com
GitHub - tidyverse/tidyverse: Easily install and load packages from the tidyverse
resource
~/github.com
GitHub - ropensci-archive/monkeylearn: :no_entry: ARCHIVED Accesses the Monkeylearn API for Text Classifiers and Extractors
resource
~/github.com
GitHub - YuLab-SMU/ggtree: :christmas_tree:Visualization and annotation of phylogenetic trees
resource
~/github.com
GitHub - tidyverse/haven: Read SPSS, Stata and SAS files from R
resource
~/github.com
RPy (R from Python)
resource
~/rpy.sourceforge.net
GitHub - jeroen/mongolite: Fast and Simple MongoDB Client for R
resource
~/github.com
GitHub - tidyverse/ggplot2: An implementation of the Grammar of Graphics in R
resource
~/github.com
GitHub - plotly/plotly.R: An interactive graphing library for R
resource
~/github.com
GitHub - tidyverse/rvest: Simple web scraping for R
resource
~/github.com
GitHub - tidyverse/dplyr: dplyr: A grammar of data manipulation
resource
~/github.com
GitHub - r-dbi/DBI: A database interface (DBI) definition for communication between R and RDBMSs
resource
~/github.com
GitHub - gesistsa/rio: ๐ŸŸ A Swiss-Army Knife for Data I/O
resource
~/github.com
GitHub - tidyverse/readr: Read flat files (csv, tsv, fwf) into R
resource
~/github.com
GitHub - quanteda/quanteda: An R package for the Quantitative Analysis of Textual Data
resource
~/github.com
GitHub - tidyverse/vroom: Fast reading of delimited files
resource
~/github.com
Posit
resource
~/www.rstudio.org
rocker-org
resource
~/github.com
rOpenHealth
resource
~/github.com
GitHub - jtalbot/riposte: a fast interpreter and JIT for R
resource
~/github.com
GitHub - hadley/lineprof: Visualise line profiling results in R
resource
~/github.com
GitHub - talgalili/installr: Functions for installing softwares from within R
resource
~/github.com
GitHub - zatonovo/futile.logger: A logging package in R similar to log4j
resource
~/github.com
GitHub - lme4/lme4: Mixed-effects models in R using S4 classes and methods with RcppEigen
resource
~/github.com
GitHub - rstudio/blogdown: Create Blogs and Websites with R Markdown
resource
~/github.com
awesome-R/misc/posts.md at master ยท qinwf/awesome-R
resource
~/github.com
GitHub - tidyverse/glue: Glue strings to data in R. Small, fast, dependency free interpreted string literals.
resource
~/github.com
GitHub - thomasp85/patchwork: The Composer of ggplots
resource
~/github.com
GitHub - hadley/pryr: Pry open the covers of R
resource
~/github.com
GitHub - eddelbuettel/drat: Drat R Archive Template
resource
~/github.com
GitHub - Lchiffon/REmap: create a map by R
resource
~/github.com
GitHub - trinker/topicmodels_learning: A repository of learning & R resources related to topic models
resource
~/github.com
GitHub - jalapic/engsoccerdata: English and European soccer results 1871-2022
resource
~/github.com
GitHub - rrrlw/ICON: R package that provides complex systems datasets from the Colorado Index of Complex Networks (ICON) at https://icon.colorado.edu/.
resource
~/github.com
GitHub - yihui/xaringan: Presentation Ninja ๅนป็ฏๅฟ่€… ยท ๅ†™่ฝฎ็œผ
resource
~/github.com
GitHub - dkahle/ggmap: A package for plotting maps in R with ggplot2
resource
~/github.com
GitHub - rstudio/renv: renv: Project environments for R.
resource
~/github.com
GitHub - klmr/box: Write reusable, composable and modular R code
resource
~/github.com
GitHub - rho-devel/rho
resource
~/github.com
GitHub - ShichenXie/scorecard: Scorecard Development in R, ่ฏ„ๅˆ†ๅก
resource
~/github.com
GitHub - rstudio/reticulate: R Interface to Python
resource
~/github.com
GitHub - rstudio-education/rstats-ed: List of courses teaching R
resource
~/github.com
Coveralls.io - Test Coverage History and Statistics
resource
~/coveralls.io
GitHub - patperry/r-utf8: UTF-8 Text Processing (R Package)
resource
~/github.com
GitHub - USCCANA/netdiffuseR: netdiffuseR: Analysis of Diffusion and Contagion Processes on Networks
resource
~/github.com
GitHub - rstudio/RStartHere: A guide to some of the most useful R Packages that we know about
resource
~/github.com
Efficient R programming
resource
~/csgillespie.github.io
Welcome | R for Data Science
resource
~/r4ds.had.co.nz
Renjin | The JVM-based interpreter for the R language for statistical computing
resource
~/www.renjin.org
GitHub - hrbrmstr/hrbrthemes: :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components
resource
~/github.com
GitHub - tidyverts/fable: Tidy time series forecasting
resource
~/github.com
GitHub - edzer/spacetime: Classes and methods for spatio-temporal data
resource
~/github.com
GitHub - rstudio/tensorflow: TensorFlow for R
resource
~/github.com
GitHub - datastorm-open/visNetwork: R package, using vis.js library for network visualization
resource
~/github.com
GitHub - walkerke/tigris: Download and use Census TIGER/Line shapefiles in R
resource
~/github.com
GitHub - thospfuller/drat: A drat repository for R Package releases including the R COBOL Data Integration (rcoboldi) and R Bitcoincharts.com API packages (rbitcoinchartsapi).
resource
~/github.com
Codecov - The Leading Code Coverage Solution
resource
~/codecov.io
GitHub - spatstat/spatstat: Umbrella package of the 'spatstat' family................
resource
~/github.com
GitHub - tidyverse/purrr: A functional programming toolkit for R
resource
~/github.com
GitHub - johnmyleswhite/log4r: A log4j derivative for R.
resource
~/github.com
R-bloggers
resource
~/www.r-bloggers.com
GitHub - tidyverse/tidyverse: Easily install and load packages from the tidyverse
resource
~/github.com
GitHub - thomasp85/tidygraph: A tidy API for graph manipulation
resource
~/github.com
Docker: Accelerated Container Application Development
resource
~/www.docker.com
Exploratory Data Analysis with R
resource
~/leanpub.com
Report Writing for Data Science in R
resource
~/leanpub.com
GitHub - mtennekes/tmap: R package for thematic maps
resource
~/github.com
GitHub - briatte/awesome-network-analysis: A curated list of awesome network analysis resources.
resource
~/github.com
GitHub - ropensci/git2r: R bindings to the libgit2 library
resource
~/github.com
GitHub - hadley/stats337: Readings in applied data science
resource
~/github.com
GitHub - thospfuller/rcoboldi: R COBOL DI (Data Integration) Package : Import COBOL CopyBook data files directly into R as properly structured data frames.
resource
~/github.com
GitHub - ujjwalkarn/DataScienceR: a curated list of R tutorials for Data Science, NLP and Machine Learning
resource
~/github.com
GitHub - daattali/addinslist: ๐Ÿ“œ Discover and install useful RStudio addins
resource
~/github.com
R in Action, Second Edition
resource
~/www.manning.com
R Cookbook, 2nd Edition
resource
~/shop.oreilly.com
The Art of R Programming
resource
~/shop.oreilly.com
R Programming for Data Science
resource
~/leanpub.com
GitHub - RomanTsegelskyi/rbooks: A curated list of #rstats books
resource
~/github.com
Pluralsight + Code School: Code Courses | Pluralsight
resource
~/tryr.codeschool.com
GitHub - r-lib/lintr: Static Code Analysis for R
resource
~/github.com
GitHub - r-lib/roxygen2: Generate R package documentation from inline R comments
resource
~/github.com
GitHub - r-lib/testthat: An R ๐Ÿ“ฆ to make testing ๐Ÿ˜€
resource
~/github.com
GitHub - r-lib/covr: Test coverage reports for R
resource
~/github.com
GitHub - rticulate/import: An Import Mechanism For R
resource
~/github.com
Spotfire: Solving complex, industry-specific problems at the speed of thought
resource
~/spotfire.tibco.com
GitHub - ropensci-archive/opendata: :no_entry: ARCHIVED
resource
~/github.com
Build software better, together
resource
~/github.com
GitHub - yonicd/sinew: Generate roxygen2 skeletons populated with information scraped from the function script.
resource
~/github.com
Home
resource
~/rweekly.org
GitHub - cran-task-views/WebTechnologies: CRAN Task View: WebTechnologies
resource
~/github.com
GitHub - r-spatial/gstat: Spatial and spatio-temporal geostatistical modelling, prediction and simulation
resource
~/github.com
GitHub - facebook/prophet: Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
resource
~/github.com
GitHub - ropensci-archive/PackageDevelopment: :no_entry: ARCHIVED
resource
~/github.com
GitHub - r-lib/R6: Encapsulated object-oriented programming for R
resource
~/github.com
GitHub - jennybc/gapminder: Excerpt from the Gapminder data, as an R data package and in plain text delimited form
resource
~/github.com
GitHub - tidyverse/reprex: Render bits of R code for sharing, e.g., on GitHub or StackOverflow.
resource
~/github.com
GitHub - r-lib/devtools: Tools to make an R developer's life easier
resource
~/github.com
GitHub - r-lib/pkgdown: Generate static html documentation for an R package
resource
~/github.com
GitHub - daattali/addinslist: ๐Ÿ“œ Discover and install useful RStudio addins
resource
~/github.com
Data Science
resource
~/www.coursera.org
Use R! | Book titles in this series
resource
~/www.springer.com

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