🇦🇺 Made in Australia

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

TOP R Projects

1
mitchelloharawild/vitae

mitchelloharawild/vitae

R Markdown Résumés and CVs
R
1,213
star
2
robjhyndman/forecast

robjhyndman/forecast

Forecasting Functions for Time Series and Linear Models
R
1,114
star
3
MilesMcBain/datapasta

MilesMcBain/datapasta

On top of spaghetti, all covered in cheese....
R
874
star
4
erikaduan/r_tips

erikaduan/r_tips

A repository of R usage tips for data cleaning, data mining, data visualisation, statistical inference and machine learning
R
721
star
5
njtierney/naniar

njtierney/naniar

Tidy data structures, summaries, and visualisations for missing data
R
630
star
6
tidyverts/fable

tidyverts/fable

Tidy time series forecasting
R
559
star
7
tidyverts/tsibble

tidyverts/tsibble

Tidy Temporal Data Frames and Tools
R
528
star
8
marcusvolz/strava

marcusvolz/strava

Create artistic visualisations with your exercise data
R
514
star
9
marcusvolz/mathart

marcusvolz/mathart

Create mathematical art with R
R
505
star
10
JaseZiv/worldfootballR

JaseZiv/worldfootballR

A wrapper for extracting world football (soccer) data from FBref, Transfermark, Understat
R
470
star
11
anthonynorth/rscodeio

anthonynorth/rscodeio

An RStudio theme inspired by Visual Studio Code.
R
409
star
12
wilkox/gggenes

wilkox/gggenes

➡️️➡️️⬅️️➡️️ Draw gene arrow maps in ggplot2
R
395
star
13
DillonHammill/DataEditR

DillonHammill/DataEditR

An Interactive R Package for Viewing, Entering Filtering and Editing Data
R
381
star
14
awalker89/openxlsx

awalker89/openxlsx

R package for .xlsx file reading and writing.
R
364
star
15
MattCowgill/ggannotate

MattCowgill/ggannotate

Interactively annotate ggplots
R
309
star
16
mitchelloharawild/icons

mitchelloharawild/icons

R package to easily insert web icons to RMarkdown
R
309
star
17
stemangiola/tidyHeatmap

stemangiola/tidyHeatmap

Draw heatmap simply using a tidy data frame
R
292
star
18
tidyverts/feasts

tidyverts/feasts

Feature Extraction And Statistics for Time Series
R
291
star
19
prouast/cryptocurrency-analysis

prouast/cryptocurrency-analysis

Analysis and visualisation of the cryptocurrency market
R
286
star
20
wilkox/ggfittext

wilkox/ggfittext

🔠 ggplot2 geoms to fit text into boxes
R
284
star
21
coolbutuseless/dplyr-cli

coolbutuseless/dplyr-cli

Manipulate CSV files on the command line using dplyr
R
269
star
22
robjhyndman/tsfeatures

robjhyndman/tsfeatures

Time series features
R
252
star
23
jonocarroll/mathpix

jonocarroll/mathpix

Query the mathpix API to convert math images to LaTeX
R
244
star
24
trevorstephens/titanic

trevorstephens/titanic

Getting Started With R
R
234
star
25
roblanf/minion_qc

roblanf/minion_qc

Quality control for MinION sequencing data
R
210
star
26
rakshitha123/TSForecasting

rakshitha123/TSForecasting

This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time series forecasting research space.
R
205
star
27
wilkox/treemapify

wilkox/treemapify

🌳 Draw treemaps in ggplot2
R
205
star
28
emitanaka/edibble

emitanaka/edibble

An R-package to construct designs using the grammar of experimental designs
R
182
star
29
coolbutuseless/ggrgl

coolbutuseless/ggrgl

3d extension to ggplot
R
182
star
30
robjhyndman/ETC3550Slides

robjhyndman/ETC3550Slides

Slides for a forecasting course based on "Forecasting: Principles and Practice"
R
167
star
31
stemangiola/tidybulk

stemangiola/tidybulk

Brings bulk and pseudobulk transcriptomics to the tidyverse
R
164
star
32
djnavarro/flametree

djnavarro/flametree

Generative artwork that looks a bit like trees
R
161
star
33
mixOmicsTeam/mixOmics

mixOmicsTeam/mixOmics

Development repository for the Bioconductor package 'mixOmics '
R
157
star
34
stemangiola/tidyseurat

stemangiola/tidyseurat

Seurat meets tidyverse. The best of both worlds.
R
155
star
35
MilesMcBain/breakerofchains

MilesMcBain/breakerofchains

Break your chain at the cursor line. Run the first bit. See the output. Be free.
R
152
star
36
zmeers/ggparliament

zmeers/ggparliament

Simple parliament plots using ggplot2
R
150
star
37
tidyverts/fasster

tidyverts/fasster

Forecasting with Additive Switching of Seasonality, Trend and Exogenous Regressors
R
150
star
38
MilesMcBain/capsule

MilesMcBain/capsule

An inversion of renv for low effort reproducible R package libraries
R
143
star
39
JesseVent/crypto

JesseVent/crypto

Cryptocurrency Historical Market Data R Package
R
141
star
40
MilesMcBain/gistfo

MilesMcBain/gistfo

Turn your RStudio untitled tabs into gists. You monsters.
R
140
star
41
coolbutuseless/ggsvg

coolbutuseless/ggsvg

Use SVG images as ggplot points
R
138
star
42
robjhyndman/fpp3

robjhyndman/fpp3

All data sets required for the examples and exercises in the book "Forecasting: principles and practice" (3rd ed, 2020) by Rob J Hyndman and George Athanasopoulos <http://OTexts.org/fpp3/>. All packages required to run the examples are also loaded.
R
137
star
43
coolbutuseless/emphatic

coolbutuseless/emphatic

Highlighting R output in the console
R
137
star
44
MilesMcBain/paint

MilesMcBain/paint

paint the data
R
137
star
45
eliocamp/metR

eliocamp/metR

Tools for Easier Analysis of Meteorological Fields
R
135
star
46
seanchrismurphy/A-Psychologists-Guide-to-R

seanchrismurphy/A-Psychologists-Guide-to-R

A repository containing the course notes and worked examples for a six week course in the R statistical programming language aimed at helping psychology students and faculty to learn R. This course was taught live at the University of Melbourne, Australia in 2016.
R
133
star
47
ianmoran11/mmtable2

ianmoran11/mmtable2

Create and combine tables with a ggplot2/patchwork syntax.
R
130
star
48
jimmyday12/fitzRoy

jimmyday12/fitzRoy

A set of functions to easily access AFL data
R
128
star
49
mdneuzerling/lambdr

mdneuzerling/lambdr

Run R containers on AWS Lambda
R
127
star
50
coolbutuseless/tickle

coolbutuseless/tickle

Easily create UIs in base R
R
123
star
51
emitanaka/anicon

emitanaka/anicon

Animated icons for R markdown and Shiny apps
R
120
star
52
robjhyndman/anomalous-acm

robjhyndman/anomalous-acm

Anomalous time series package for R (ACM)
R
118
star
53
emitanaka/shinycustomloader

emitanaka/shinycustomloader

Add a custom loader for R shiny
R
112
star
54
robjhyndman/M4metalearning

robjhyndman/M4metalearning

R
111
star
55
MilesMcBain/friendlyeval

MilesMcBain/friendlyeval

A friendly interface to tidyeval/rlang that will excuse itself when you're done.
R
107
star
56
djnavarro/jasmines

djnavarro/jasmines

miscellaneous functions for Danielle's art
R
106
star
57
robjhyndman/fpp2-package

robjhyndman/fpp2-package

All data sets required for the examples and exercises in the book "Forecasting: principles and practice" (2nd ed, 2018) by Rob J Hyndman and George Athanasopoulos <http://OTexts.org/fpp2/>. All packages required to run the examples are also loaded.
R
105
star
58
njtierney/brolgar

njtierney/brolgar

BRowse Over Longitudinal Data Graphically and Analytically in R
R
105
star
59
ChristofferFlensburg/superFreq

ChristofferFlensburg/superFreq

Analysis pipeline for cancer sequencing data
R
105
star
60
Swarbricklab-code/BrCa_cell_atlas

Swarbricklab-code/BrCa_cell_atlas

Data processing and analysis related code associated with the study "A single-cell and spatially resolved atlas of human breast cancers".
R
104
star
61
nicholasjclark/mvgam

nicholasjclark/mvgam

{mvgam} R 📦 to fit Dynamic Bayesian Generalized Additive Models for time series analysis and forecasting
R
101
star
62
rvalavi/blockCV

rvalavi/blockCV

The blockCV package creates spatially or environmentally separated training and testing folds for cross-validation to provide a robust error estimation in spatially structured environments. See
R
100
star
63
MattCowgill/readabs

MattCowgill/readabs

Download and tidy time series data from the Australian Bureau of Statistics in R
R
100
star
64
FinYang/tsdl

FinYang/tsdl

The Time Series Data Library (TSDL) was created by Rob Hyndman, Professor of Statistics at Monash University, Australia.
R
99
star
65
roblanf/sangeranalyseR

roblanf/sangeranalyseR

functions to analyse sanger sequencing reads in R
R
96
star
66
neilfws/PubMed

neilfws/PubMed

PubMed analysis: code and data
R
94
star
67
robjhyndman/anomalous

robjhyndman/anomalous

Anomalous time series package for R
R
94
star
68
mitchelloharawild/distributional

mitchelloharawild/distributional

Vectorised distributions for R
R
94
star
69
MilesMcBain/fnmate

MilesMcBain/fnmate

A function definition generator.
R
93
star
70
hypertidy/ceramic

hypertidy/ceramic

read image server tiles direct with GDAL, or download image server tiles to a local cache
R
92
star
71
tidyverts/fabletools

tidyverts/fabletools

General fable features useful for extension packages
R
89
star
72
stemangiola/CuratedAtlasQueryR

stemangiola/CuratedAtlasQueryR

Tidy R query API for the harmonised and curated CELLxGENE single-cell atlas.
R
89
star
73
MilesMcBain/tflow

MilesMcBain/tflow

An opinionated lightweight template for smooth targets flows.
R
87
star
74
skoval/deuce

skoval/deuce

R package for web scraping of tennis data
R
84
star
75
daniel1noble/metaDigitise

daniel1noble/metaDigitise

Digitising functions in R for extracting data and summary statistics from figures in primary research papers
R
82
star
76
MilesMcBain/dflow

MilesMcBain/dflow

Automatically setup a drake project
R
80
star
77
powellgenomicslab/Nebulosa

powellgenomicslab/Nebulosa

R package to visualize gene expression data based on weighted kernel density estimation
R
80
star
78
robjhyndman/cricketdata

robjhyndman/cricketdata

International cricket data for men and women, Tests, ODIs and T20s
R
80
star
79
jonocarroll/ggshape

jonocarroll/ggshape

Arrange 'ggplot' facets in arbitrary shapes
R
79
star
80
BradyAJohnston/plasmapR

BradyAJohnston/plasmapR

Creating plasmid maps inside ggplot.
R
79
star
81
SymbolixAU/geojsonsf

SymbolixAU/geojsonsf

Conversion between sf and geojson
R
79
star
82
vosonlab/vosonSML

vosonlab/vosonSML

R package for collecting social media data and creating networks for analysis.
R
78
star
83
andrewzm/STRbook

andrewzm/STRbook

Supplementary package for "Spatio-Temporal Statistics with R" by C.K. Wikle, A. Zammit-Mangion, and N. Cressie
R
76
star
84
BradyAJohnston/figpatch

BradyAJohnston/figpatch

Easily Arrange Images with Patchwork Alongside ggplot2 Figures.
R
75
star
85
jdeboer/ganalytics

jdeboer/ganalytics

Interact with Google Analytics using R
R
75
star
86
coolbutuseless/anotherworld

coolbutuseless/anotherworld

AnotherWorld ported to R
R
75
star
87
dcooley/sfheaders

dcooley/sfheaders

Build sf objects from R and Rcpp
R
71
star
88
powellgenomicslab/scPred

powellgenomicslab/scPred

scPred package for cell type prediction from scRNA-seq data
R
71
star
89
MilesMcBain/markdrive

MilesMcBain/markdrive

Edit Google docs in Markdown with a little help from #rstats
R
71
star
90
kcf-jackson/jsReact

kcf-jackson/jsReact

R package: Modelling in R. Interactivity in JS. Best of both worlds.
R
70
star
91
Wytamma/GISAIDR

Wytamma/GISAIDR

Programmatically interact with the GISAID database.
R
69
star
92
traitecoevo/fungaltraits

traitecoevo/fungaltraits

A dynamic database of fungal trait measurements
R
69
star
93
mitchelloharawild/hexwall

mitchelloharawild/hexwall

R script to neatly align hexagon stickers
R
68
star
94
brendangregg/PerfModels

brendangregg/PerfModels

Performance Scalability Models
R
67
star
95
coolbutuseless/ggreverse

coolbutuseless/ggreverse

Reverse a ggplot object back into code
R
67
star
96
traitecoevo/datastorr

traitecoevo/datastorr

Simple data versioning and distribution
R
67
star
97
PapenfussLab/StructuralVariantAnnotation

PapenfussLab/StructuralVariantAnnotation

R package designed to simplify structural variant analysis
R
66
star
98
coolbutuseless/eventloop

coolbutuseless/eventloop

Event Loop in R
R
65
star
99
obrl-soil/h3jsr

obrl-soil/h3jsr

Access Uber's h3-js library via R and V8 - https://uber.github.io/h3/#/documentation/overview/use-cases
R
65
star
100
MilesMcBain/slippymath

MilesMcBain/slippymath

R functions for dealing with slippy map tile servers.
R
65
star