๐Ÿ‡บ๐Ÿ‡ธ Made in United States

Discover United States's Leading Open Source Projects: Explore top-notch open source initiatives hailing from the vibrant tech community of United States.

TOP R Projects

1
rstudio/shiny

rstudio/shiny

Easy interactive web applications with R
R
5,209
star
2
hadley/r4ds

hadley/r4ds

R for data science: a book
R
4,306
star
3
johnmyleswhite/ML_for_Hackers

johnmyleswhite/ML_for_Hackers

Code accompanying the book "Machine Learning for Hackers"
R
3,650
star
4
twitter/AnomalyDetection

twitter/AnomalyDetection

Anomaly Detection with R
R
3,529
star
5
rstudio/rmarkdown

rstudio/rmarkdown

Dynamic Documents for R
R
2,737
star
6
yihui/knitr

yihui/knitr

A general-purpose tool for dynamic report generation in R
R
2,347
star
7
toddwschneider/nyc-taxi-data

toddwschneider/nyc-taxi-data

Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database
R
1,935
star
8
rstudio/gt

rstudio/gt

Easily generate information-rich, publication-quality tables from R
R
1,908
star
9
szilard/benchm-ml

szilard/benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
R
1,864
star
10
karthik/wesanderson

karthik/wesanderson

A Wes Anderson color palette for R
R
1,766
star
11
zonination/investing

zonination/investing

Investing Returns on the Market as a Whole
R
1,738
star
12
rstudio/blogdown

rstudio/blogdown

Create Blogs and Websites with R Markdown
R
1,694
star
13
rstudio/reticulate

rstudio/reticulate

R Interface to Python
R
1,627
star
14
hadley/stats337

hadley/stats337

Readings in applied data science
R
1,626
star
15
rstudio/plumber

rstudio/plumber

Turn your R code into a web API.
R
1,355
star
16
sfirke/janitor

sfirke/janitor

simple tools for data cleaning in R
R
1,338
star
17
ropensci/drake

ropensci/drake

An R-focused pipeline toolkit for reproducibility and high-performance computing
R
1,329
star
18
rstudio/tensorflow

rstudio/tensorflow

TensorFlow for R
R
1,321
star
19
griffithlab/rnaseq_tutorial

griffithlab/rnaseq_tutorial

Informatics for RNA-seq: A web resource for analysis on the cloud. Educational tutorials and working pipelines for RNA-seq analysis including an introduction to: cloud computing, critical file formats, reference genomes, gene annotation, expression, differential expression, alternative splicing, data visualization, and interpretation.
R
1,310
star
20
hadley/mastering-shiny

hadley/mastering-shiny

Mastering Shiny: a book
R
1,293
star
21
EmilHvitfeldt/r-color-palettes

EmilHvitfeldt/r-color-palettes

Comprehensive list of color palettes available in R โค๏ธ๐Ÿงก๐Ÿ’›๐Ÿ’š๐Ÿ’™๐Ÿ’œ
R
1,264
star
22
jrnold/ggthemes

jrnold/ggthemes

Additional themes, scales, and geoms for ggplot2
R
1,253
star
23
slowkow/ggrepel

slowkow/ggrepel

๐Ÿ“ Repel overlapping text labels away from each other in your ggplot2 figures.
R
1,187
star
24
juliasilge/tidytext

juliasilge/tidytext

Text mining using tidy tools โœจ๐Ÿ“„โœจ
R
1,151
star
25
hrbrmstr/hrbrthemes

hrbrmstr/hrbrthemes

๐Ÿ” Opinionated, typographic-centric ggplot2 themes and theme components
R
1,139
star
26
easystats/easystats

easystats/easystats

๐ŸŒŒ The R easystats-project
R
1,009
star
27
rstudio/renv

rstudio/renv

renv: Project environments for R.
R
953
star
28
easystats/performance

easystats/performance

๐Ÿ’ช Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
R
945
star
29
ddsjoberg/gtsummary

ddsjoberg/gtsummary

Presentation-Ready Data Summary and Analytic Result Tables
R
937
star
30
sparklyr/sparklyr

sparklyr/sparklyr

R interface for Apache Spark
R
923
star
31
johnmyleswhite/BanditsBook

johnmyleswhite/BanditsBook

Code for my book on Multi-Armed Bandit Algorithms
R
881
star
32
Mikata-Project/ggthemr

Mikata-Project/ggthemr

Themes for ggplot2.
R
868
star
33
rstudio/pagedown

rstudio/pagedown

Paginate the HTML Output of R Markdown with CSS for Print
R
861
star
34
ropensci/targets

ropensci/targets

Function-oriented Make-like declarative workflows for R
R
854
star
35
BlakeRMills/MetBrewer

BlakeRMills/MetBrewer

Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
R
850
star
36
ramnathv/slidify

ramnathv/slidify

Generate reproducible html5 slides from R markdown
R
848
star
37
business-science/tidyquant

business-science/tidyquant

Bringing financial analysis to the tidyverse
R
828
star
38
rstudio/pointblank

rstudio/pointblank

Data quality assessment and metadata reporting for data frames and database tables
R
826
star
39
easystats/see

easystats/see

๐ŸŽจ Visualisation toolbox for beautiful and publication-ready figures
R
825
star
40
rstudio/keras

rstudio/keras

R Interface to Keras
R
820
star
41
zonination/perceptions

zonination/perceptions

Perceptions of Probability and Numbers
R
795
star
42
ropensci/rtweet

ropensci/rtweet

๐Ÿฆ R client for interacting with Twitter's [stream and REST] APIs
R
785
star
43
joshuaulrich/quantmod

joshuaulrich/quantmod

Quantitative Financial Modelling Framework
R
785
star
44
grabear/awesome-rshiny

grabear/awesome-rshiny

An awesome R-shiny list!
R
781
star
45
EmilHvitfeldt/paletteer

EmilHvitfeldt/paletteer

๐ŸŽจ๐ŸŽจ๐ŸŽจ Collection of most color palettes in a single R package
R
779
star
46
ramnathv/htmlwidgets

ramnathv/htmlwidgets

HTML Widgets for R
R
776
star
47
hadley/r-pkgs

hadley/r-pkgs

Building R packages
R
765
star
48
dkahle/ggmap

dkahle/ggmap

A package for plotting maps in R with ggplot2
R
759
star
49
mjskay/ggdist

mjskay/ggdist

Visualizations of distributions and uncertainty
R
752
star
50
hrbrmstr/waffle

hrbrmstr/waffle

๐Ÿ Make waffle (square pie) charts in R
R
747
star
51
jalapic/engsoccerdata

jalapic/engsoccerdata

English and European soccer results 1871-2022
R
745
star
52
ben519/MLPB

ben519/MLPB

Machine Learning Problem Bible | Problem Set Here >>
R
718
star
53
rstudio/ggvis

rstudio/ggvis

Interactive grammar of graphics for R
R
709
star
54
hms-dbmi/UpSetR

hms-dbmi/UpSetR

An R implementation of the UpSet set visualization technique published by Lex, Gehlenborg, et al..
R
704
star
55
mjskay/tidybayes

mjskay/tidybayes

Bayesian analysis + tidy data + geoms (R package)
R
700
star
56
rstudio/learnr

rstudio/learnr

Interactive Tutorials with R Markdown
R
695
star
57
DavisVaughan/furrr

DavisVaughan/furrr

Apply Mapping Functions in Parallel using Futures
R
678
star
58
rweekly/rweekly.org

rweekly/rweekly.org

R Weekly
R
666
star
59
easystats/report

easystats/report

๐Ÿ“œ ๐ŸŽ‰ Automated reporting of objects in R
R
660
star
60
rstudio/RStartHere

rstudio/RStartHere

A guide to some of the most useful R Packages that we know about
R
656
star
61
benmarwick/rrtools

benmarwick/rrtools

rrtools: Tools for Writing Reproducible Research in R
R
656
star
62
dgrtwo/fuzzyjoin

dgrtwo/fuzzyjoin

Join tables together on inexact matching
R
656
star
63
amplab-extras/SparkR-pkg

amplab-extras/SparkR-pkg

R frontend for Spark
R
642
star
64
hrbrmstr/ggalt

hrbrmstr/ggalt

๐ŸŒŽ Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'
R
641
star
65
haozhu233/kableExtra

haozhu233/kableExtra

Construct Complex Table with knitr::kable() + pipe.
R
634
star
66
walkerke/tidycensus

walkerke/tidycensus

Load US Census boundary and attribute data as 'tidyverse' and 'sf'-ready data frames in R
R
625
star
67
datalorax/equatiomatic

datalorax/equatiomatic

Convert models to LaTeX equations
R
606
star
68
dmpe/R

dmpe/R

Exercises (incl. analyses) with R language (math+statistics)
R
601
star
69
business-science/timetk

business-science/timetk

Time series analysis in the `tidyverse`
R
595
star
70
leedrake5/Russia-Ukraine

leedrake5/Russia-Ukraine

Equipment Loss Tracking
R
595
star
71
nanxstats/ggsci

nanxstats/ggsci

๐Ÿฆ„ Scientific journal and sci-fi themed color palettes for ggplot2
R
587
star
72
toddwschneider/ballr

toddwschneider/ballr

Interactive NBA and NCAA Shot Charts with R and Shiny
R
581
star
73
elbersb/tidylog

elbersb/tidylog

Tidylog provides feedback about dplyr and tidyr operations. It provides wrapper functions for the most common functions, such as filter, mutate, select, and group_by, and provides detailed output for joins.
R
565
star
74
nstrayer/datadrivencv

nstrayer/datadrivencv

R package for building customizable CVs from spreadsheets
R
562
star
75
joey711/phyloseq

joey711/phyloseq

phyloseq is a set of classes, wrappers, and tools (in R) to make it easier to import, store, and analyze phylogenetic sequencing data; and to reproducibly share that data and analysis with others. See the phyloseq front page:
R
548
star
76
easystats/bayestestR

easystats/bayestestR

๐Ÿ‘ป Utilities for analyzing Bayesian models and posterior distributions
R
547
star
77
jiayiliujiayi/2020nCov_individual_archives

jiayiliujiayi/2020nCov_individual_archives

"Every individual matters. Every individual has a role to play." This is a repository that archives the individual stories during the COVID19 pandemic. ๅค‡ไปฝๆ™ฎ้€šไบบๅœจ็–ซๆƒ…ๆœŸ้—ด็š„่ฎฐๅฝ•ใ€‚๏ผˆๆŒ็ปญ็ฟป่ฏ‘ & ๆ›ดๆ–ฐไธญ๏ผ‰
R
538
star
78
rstudio/blastula

rstudio/blastula

Easily send great-looking HTML email messages from R
R
530
star
79
eclarke/ggbeeswarm

eclarke/ggbeeswarm

Column scatter / beeswarm-style plots in ggplot2
R
522
star
80
ropensci/tabulizer

ropensci/tabulizer

Bindings for Tabula PDF Table Extractor Library
R
518
star
81
rstudio/r2d3

rstudio/r2d3

R Interface to D3 Visualizations
R
513
star
82
broadinstitute/infercnv

broadinstitute/infercnv

Inferring CNV from Single-Cell RNA-Seq
R
509
star
83
noamross/redoc

noamross/redoc

[NOTE: Project in suspended animation for now] Reversible Reproducible Documents
R
504
star
84
business-science/modeltime

business-science/modeltime

Modeltime unlocks time series forecast models and machine learning in one framework
R
496
star
85
hadley/plyr

hadley/plyr

A R package for splitting, applying and combining large problems into simpler problems
R
493
star
86
boxuancui/DataExplorer

boxuancui/DataExplorer

Automate Data Exploration and Treatment
R
492
star
87
immunogenomics/harmony

immunogenomics/harmony

Fast, sensitive and accurate integration of single-cell data with Harmony
R
492
star
88
Azure/Azure-TDSP-ProjectTemplate

Azure/Azure-TDSP-ProjectTemplate

TDSP: Data science project template repository with standardized directory structure and document templates to support efficient project execution and collaboration.
R
483
star
89
corybrunson/ggalluvial

corybrunson/ggalluvial

ggplot2 extension for alluvial plots
R
473
star
90
tonyfischetti/assertr

tonyfischetti/assertr

Assertive programming for R analysis pipelines
R
464
star
91
benjjneb/dada2

benjjneb/dada2

Accurate sample inference from amplicon data with single nucleotide resolution
R
452
star
92
rudeboybert/fivethirtyeight

rudeboybert/fivethirtyeight

R package of data and code behind the stories and interactives at FiveThirtyEight
R
451
star
93
ropensci/magick

ropensci/magick

Magic, madness, heaven, sin
R
440
star
94
ropensci/visdat

ropensci/visdat

Preliminary Exploratory Visualisation of Data
R
439
star
95
rstudio/hex-stickers

rstudio/hex-stickers

RStudio hex stickers
R
434
star
96
markfairbanks/tidytable

markfairbanks/tidytable

Tidy interface to 'data.table'
R
433
star
97
trinker/sentimentr

trinker/sentimentr

Dictionary based sentiment analysis that considers valence shifters
R
418
star
98
RamiKrispin/TSstudio

RamiKrispin/TSstudio

Tools for time series analysis and forecasting
R
417
star
99
hbctraining/scRNA-seq_online

hbctraining/scRNA-seq_online

R
417
star
100
jeffreybreen/twitter-sentiment-analysis-tutorial-201107

jeffreybreen/twitter-sentiment-analysis-tutorial-201107

Code to reproduce the simple sentiment analysis from my presentation
R
412
star