Q3 2025 in CRAN

Final

Part of 2025.

542

New packages

3,074

Updated

Archived

573.1M

Downloads

New packages (60+)

gilmour The Interpretation of Adjusted Cp Statistic	2025-07-01
kinesis 'shiny' Applications for the 'tesselle' Packages	2025-07-01
FKmL Fréchet Distance-Based K-Means and Extensions for Longitudinal Data	2025-07-02
unifyR Unified Scores, Reliabilities and Validities from Multiple Tests	2025-07-02
pwSEM Piecewise Structural Equation Modelling	2025-07-02
r4pde Companion to R for Plant Disease Epidemiology Book	2025-07-02
autograph Automatic Plotting and Theming of Many Graphs	2025-07-02
rcrisp Automate the Delineation of Urban River Spaces	2025-07-02
contdid Difference-in-Differences with a Continuous Treatment	2025-07-03
LongDecompHE Longitudinal Decomposition of Health Expectancy by Age and Cause	2025-07-03
ciflyr Reachability-Based Primitives for Graphical Causal Inference	2025-07-03
semEffect Structural Equation Model Effect Analysis and Visualization	2025-07-04
BayesBrainMap Estimate Brain Networks and Connectivity with Population-Derived Priors	2025-07-04
hmde Hierarchical Methods for Differential Equations	2025-07-04
osbng Geospatial Grid Indexing with the British National Grid	2025-07-05
MIDASim Simulating Realistic Microbiome Data using 'MIDASim'	2025-07-05
GHRexplore Exploratory Analysis of Temporal and Spatio-Temporal Health Data	2025-07-05
flowcluster Cluster Origin-Destination Flow Data	2025-07-05
inDAGO A GUI for Dual and Bulk RNA-Sequencing Analysis	2025-07-05
moveEZ Animated Biplots	2025-07-05
reptiledb.data Reptile Database Data	2025-07-05
rspacer 'RSpace' API Wrapper	2025-07-05
rtestim Estimate the Effective Reproductive Number with Trend Filtering	2025-07-05
voigt The Voigt Distribution	2025-07-05
ggdmcHeaders 'C++' Headers for 'ggdmc' Package	2025-07-07
rampage Calibrated Color Ramps	2025-07-07
pharmaversesdtmjnj J&J Innovative Medicine SDTM Test Data	2025-07-07
DRPT Density Ratio Permutation Test	2025-07-07
TrueWAP True Range-Weighted Average Price ('TrueWAP')	2025-07-07
prepost Non-Parametric Bounds and Gibbs Sampler for Assessing Priming and Post-Treatment Bias	2025-07-07
LSTMfactors Determining the Number of Factors in Exploratory Factor Analysis by LSTM	2025-07-07
stCEG Fully Customizable Chain Event Graphs over Spatial Areas	2025-07-07
LTFGRS Implementation of Several Phenotype-Based Family Genetic Risk Scores	2025-07-07
extraSuperpower Power Calculation for Two-Way Factorial Designs	2025-07-07
galaxias Describe, Package, and Share Biodiversity Data	2025-07-07
vibass Materials for Introductory Course on Bayesian Learning	2025-07-07
intervalpsych Analyzing Interval Data in Psychometrics	2025-07-08
ArgentinAPI Access Argentinian Data via APIs and Curated Datasets	2025-07-08
HighFive The 'HighFive' 'C++' Interface to 'HDF5'	2025-07-08
Transition Characterise Transitions in Test Result Status in Longitudinal Studies	2025-07-08
smsets Simple Multivariate Statistical Estimation and Tests	2025-07-08
PFW Filtering and Processing Data from Project FeederWatch	2025-07-09
copernicusR R Interface to Copernicus Marine Service	2025-07-09
quartose Dynamically Generate Quarto Syntax	2025-07-09
SLRMss Symmetric Linear Regression Models for Small Samples	2025-07-09
BMIselect Bayesian MI-LASSO for Variable Selection on Multiply-Imputed Datasets	2025-07-09
BrazilDataAPI Access Brazilian Data via APIs and Curated Datasets	2025-07-09
TwoPhaseCorR Construct Two-Phase Experimental Designs with Correlated Errors	2025-07-09
caretSDM Build Species Distribution Modeling using 'caret'	2025-07-09
fluxtools A 'shiny' App for Reproducible QA/QC of Eddy Covariance Data	2025-07-09
gggda A 'ggplot2' Extension for Geometric Data Analysis	2025-07-09
grouper Optimal Assignment of Students to Groups	2025-07-09
nrlR Functions to Scrape Rugby Data	2025-07-09
bootLRTpairwise Bootstrap Hypothesis Tests for Treatment Effects in One-Way ANOVA with Unequal Variances	2025-07-10
dynafluxr Retrieve Reaction Rate Dynamics from Metabolite Concentration Time Courses	2025-07-10
ConFluxPro Soil Gas Analysis and Flux Modeling	2025-07-10
IBclust Information Bottleneck Methods for Clustering Mixed-Type Data	2025-07-10
RBaM Bayesian Modeling: Estimate a Computer Model and Make Uncertain Predictions	2025-07-10
g6R Graph Visualisation Engine Widget for R and 'shiny' Apps	2025-07-10
ggtranslate A 'ggplot2' Extension for Translating Plot Text	2025-07-10

Downloads

573.1M

Total downloads

+3.3%

vs prior period

Most downloaded

1	ggplot2 Create Elegant Data Visualisations Using the Grammar of Graphics	4.8M
2	rlang Functions for Base Types and Core R and 'Tidyverse' Features	4.7M
3	cli Helpers for Developing Command Line Interfaces	4.5M
4	dplyr A Grammar of Data Manipulation	4.5M
5	tibble Simple Data Frames	4.4M
6	lifecycle Manage the Life Cycle of your Package Functions	4.4M
7	rmarkdown Dynamic Documents for R	4M
8	glue Interpreted String Literals	4M
9	purrr Functional Programming Tools	3.9M
10	vctrs Vector Helpers	3.8M
11	jsonlite A Simple and Robust JSON Parser and Generator for R	3.7M
12	magrittr A Forward-Pipe Operator for R	3.7M
13	R6 Encapsulated Classes with Reference Semantics	3.7M
14	pillar Coloured Formatting for Columns	3.6M
15	scales Scale Functions for Visualization	3.6M
16	withr Run Code 'With' Temporarily Modified Global State	3.5M
17	Rcpp Seamless R and C++ Integration	3.4M
18	tidyr Tidy Messy Data	3.4M
19	utf8 Unicode Text Processing	3.4M
20	curl A Modern and Flexible Web Client for R	3.3M

Fastest growing

1	tailor Iterative Steps for Postprocessing Model Predictions	+999%+
2	fluxtools A 'shiny' App for Reproducible QA/QC of Eddy Covariance Data	+999%+
3	otel OpenTelemetry R API	+999%+
4	tok Fast Text Tokenization	+999%+
5	HighFive The 'HighFive' 'C++' Interface to 'HDF5'	+999%+
6	redoc Generates 'Redoc' Documentation from an 'OpenAPI' Specification	+999%+
7	hdcuremodels High-Dimensional Cure Models	+999%+
8	otelsdk R SDK and Exporters for OpenTelemetry	+999%+
9	AgePopDenom Model Fine-Scale Age-Structured Population Data using Open-Source Data	+999%+
10	soptdmaeA Sequential Optimal Designs for Two-Colour cDNA Microarray Experiments	+999%+
11	optrcdmaeAT Optimal Row-Column Designs for Two-Colour cDNA Microarray Experiments	+999%+
12	optbdmaeAT Optimal Block Designs for Two-Colour cDNA Microarray Experiments	+999%+
13	accept The Acute COPD Exacerbation Prediction Tool (ACCEPT)	+999%+
14	sanba Fitting Shared Atoms Nested Models via MCMC or Variational Bayes	+999%+
15	caviarpd Cluster Analysis via Random Partition Distributions	+999%+
16	AgroReg Regression Analysis Linear and Nonlinear for Agriculture	+999%+
17	VIRF Computation of Volatility Impulse Response Function of Multivariate Time Series	+999%+
18	survivalPLANN Neural Networks to Predict Survival	+999%+
19	mcptools Model Context Protocol Servers and Clients	+999%+
20	autograph Automatic Plotting and Theming of Many Graphs	+999%+

Biggest debuts

1	tailor Iterative Steps for Postprocessing Model Predictions	48.3K
2	fluxtools A 'shiny' App for Reproducible QA/QC of Eddy Covariance Data	18.3K
3	otel OpenTelemetry R API	7.7K
4	HighFive The 'HighFive' 'C++' Interface to 'HDF5'	5.7K
5	otelsdk R SDK and Exporters for OpenTelemetry	4K
6	mcptools Model Context Protocol Servers and Clients	2K
7	autograph Automatic Plotting and Theming of Many Graphs	1.9K
8	quitefastmst Euclidean and Mutual Reachability Minimum Spanning Trees	1.7K
9	dream Dynamic Relational Event Analysis and Modeling	1.7K
10	r4pde Companion to R for Plant Disease Epidemiology Book	1.4K
11	BayesMoFo Bayesian Mortality Forecasting	1.4K
12	PFW Filtering and Processing Data from Project FeederWatch	1.3K
13	bhetGP Bayesian Heteroskedastic Gaussian Processes	1.3K
14	fusedTree Fused Partitioned Regression for Clinical and Omics Data	1.2K
15	smoothemplik Smoothed Empirical Likelihood	1.1K
16	GRAB Genome-Wide Robust Analysis for Biobank Data (GRAB)	1.1K
17	junco Create Common Tables and Listings Used in Clinical Trials	1.1K
18	AssumpSure 'shiny' Application for Statistical Test Assumption Checking and Guidance	1.1K
19	gggda A 'ggplot2' Extension for Geometric Data Analysis	1.1K
20	mantis Multiple Time Series Scanner	1.1K

Notable

Major version jumps

SLOPE 0.5.2→1.0.0 mapsf 0.12.0→1.0.0 BMEmapping 0.3.0→1.0.0 PFIM 6.1→7.0 eyeris 1.2.1→2.0.0 msigdbr 24.1.0→25.1.0 rddtools 1.6.0→2.0.1 banffIT 1.0.0→2.0.0 OPSR 0.1.2→1.0.0 commonmark 1.9.5→2.0.0 BoneProfileR 3.1→4.0 oclust 0.2.0→1.0.0 stopp 0.2.4→1.0.0 mtscr 1.0.2→2.0.0 BayesMortalityPlus 0.2.4→1.0.0 mlr3hyperband 0.6.0→1.0.0 himach 0.3.2→1.0.0 intrval 0.1-3→1.0-0 comorbidPGS 0.3.4→1.0.0 otargen 1.1.5→2.0.0

First-time CRAN authors

Josef Dolejs Nicolas Becker Emerson Del Ponte Meiert Willem Grootes Ilsuk Kang Marco Koch Soon-Sun Kwon Ji Hyun Park Frank M. Spinath Dominik Weber Andrew Goodman-Bacon Xiaojun Wang Sebastian Weichwald ×2 Marcel Wienöbst Huiping Zheng Nohelia Da Silva Tess O'Brien Gaetano Aufiero Zhenglun Cai Daniele Chiriu