July 2025 in CRAN

Final

Part of Q3 2025 and 2025.

208

New packages

1,156

Updated

Archived

161.8M

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

161.8M

Total downloads

+1.4%

vs prior period

Most downloaded

1	rlang Functions for Base Types and Core R and 'Tidyverse' Features	1.4M
2	ggplot2 Create Elegant Data Visualisations Using the Grammar of Graphics	1.4M
3	cli Helpers for Developing Command Line Interfaces	1.3M
4	dplyr A Grammar of Data Manipulation	1.3M
5	lifecycle Manage the Life Cycle of your Package Functions	1.3M
6	tibble Simple Data Frames	1.2M
7	glue Interpreted String Literals	1.2M
8	jsonlite A Simple and Robust JSON Parser and Generator for R	1.1M
9	vctrs Vector Helpers	1.1M
10	R6 Encapsulated Classes with Reference Semantics	1.1M
11	curl A Modern and Flexible Web Client for R	1M
12	Rcpp Seamless R and C++ Integration	1M
13	withr Run Code 'With' Temporarily Modified Global State	1M
14	pillar Coloured Formatting for Columns	1M
15	utf8 Unicode Text Processing	1M
16	magrittr A Forward-Pipe Operator for R	1M
17	purrr Functional Programming Tools	991.8K
18	tidyverse Easily Install and Load the 'Tidyverse'	973K
19	xfun Supporting Functions for Packages Maintained by 'Yihui Xie'	940.4K
20	tidyr Tidy Messy Data	932.7K

Fastest growing

1	fcl A Financial Calculator	+999%+
2	priorityelasticnet Comprehensive Analysis of Multi-Omics Data Using an Offset-Based Method	+999%+
3	survivalPLANN Neural Networks to Predict Survival	+999%+
4	WaverideR Extracting Signals from Wavelet Spectra	+999%+
5	rankinma Rank in Network Meta-Analysis	+999%+
6	RepeatedHighDim Methods for High-Dimensional Repeated Measures Data	+999%+
7	fio Friendly Input-Output Analysis	+999%+
8	parTimeROC Parametric Time-Dependent Receiver Operating Characteristic	+999%+
9	ibawds Functions and Datasets for the Data Science Course at IBAW	+999%+
10	wikiTools Tools for Wikidata and Wikipedia	+999%+
11	NMAoutlier Detecting Outliers in Network Meta-Analysis	+999%+
12	semsfa Semiparametric Estimation of Stochastic Frontier Models	+999%+
13	rshift Paleoecology Functions for Regime Shift Analysis	+999%+
14	fangs Feature Allocation Neighborhood Greedy Search Algorithm	+999%+
15	tseriesTARMA Analysis of Nonlinear Time Series Through Threshold Autoregressive Moving Average Models (TARMA) Models	+999%+
16	vannstats Simplified Statistical Procedures for Social Sciences	+999%+
17	TTAinterfaceTrendAnalysis Temporal Trend Analysis Graphical Interface	+999%+
18	multiverse Create 'multiverse analysis' in R	+999%+
19	LorMe Lightweight One-Line Resolving Microbial Ecology Program	+999%+
20	wrappedtools Useful Wrappers Around Commonly Used Functions	+999%+

Biggest debuts

1	HighFive The 'HighFive' 'C++' Interface to 'HDF5'	1.1K
2	gggda A 'ggplot2' Extension for Geometric Data Analysis	445
3	extraSuperpower Power Calculation for Two-Way Factorial Designs	373
4	PFW Filtering and Processing Data from Project FeederWatch	352
5	contdid Difference-in-Differences with a Continuous Treatment	350
6	GHRexplore Exploratory Analysis of Temporal and Spatio-Temporal Health Data	335
7	MeasurementDiagnostics Diagnostics for Lists of Codes Based on Measurements	329
8	bhetGP Bayesian Heteroskedastic Gaussian Processes	325
9	BayesMoFo Bayesian Mortality Forecasting	320
10	junco Create Common Tables and Listings Used in Clinical Trials	311
11	gilmour The Interpretation of Adjusted Cp Statistic	304
12	mcptools Model Context Protocol Servers and Clients	301
13	ShrinkageTrees Bayesian Tree Ensembles for Survival Analysis and Causal Inference	301
14	rcrisp Automate the Delineation of Urban River Spaces	300
15	kinesis 'shiny' Applications for the 'tesselle' Packages	300
16	r4pde Companion to R for Plant Disease Epidemiology Book	297
17	autograph Automatic Plotting and Theming of Many Graphs	297
18	quitefastmst Euclidean and Mutual Reachability Minimum Spanning Trees	292
19	fusedTree Fused Partitioned Regression for Clinical and Omics Data	270
20	MIDASim Simulating Realistic Microbiome Data using 'MIDASim'	267

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