June 2025 in CRAN

Final

Part of Q2 2025 and 2025.

162

New packages

895

Updated

Archived

159.4M

Downloads

New packages (60+)

statlingua Explain Statistical Output with Large Language Models	2025-06-02
stanza 'Stanza' - A 'R' NLP Package for Many Human Languages	2025-06-02
lognGPD Estimation of a Lognormal - Generalized Pareto Mixture	2025-06-02
chess2plyrs Chess Game Creation and Tools	2025-06-02
structenforcement Struct-Like Data Type Checking and Enforcement	2025-06-02
INLAtools Functionalities for the 'INLA' Package	2025-06-02
rsynthbio Synthesize Bio API Wrapper	2025-06-02
sparselink Sparse Regression for Related Problems	2025-06-03
keyclust A Model for Semi-Supervised Keyword Extraction from Word Embedding Models	2025-06-03
DEplotting Visualization Tools for German Regional Data	2025-06-03
adsoRptionCV Cross-Validation Methods for Adsorption Isotherm Models	2025-06-03
DigestiveDataSets A Curated Collection of Digestive System and Gastrointestinal Disease Datasets	2025-06-03
NetGreg Network-Guided Penalized Regression (NetGreg)	2025-06-03
PulmoDataSets A Curated Collection of Pulmonary and Respiratory Disease Datasets	2025-06-03
quickr Compiler for R	2025-06-03
riskdiff Risk Difference Estimation with Multiple Link Functions and Inverse Probability of Treatment Weighting	2025-06-03
morseTKTD Bayesian Inference of TKTD Models	2025-06-04
nasa Access National Aeronautics and Space Administration (NASA) APIs	2025-06-04
clinical Analysis of Clinical Data	2025-06-04
i3pack Incentives for Inter- And Intra-Party Electoral Competition	2025-06-04
astgrepr Parse and Manipulate R Code	2025-06-04
gchartsmap Access 'Google Charts' Map Data	2025-06-04
glorenz Transformed and Relative Lorenz Curves for Survey Weighted Data	2025-06-04
jpinfect Acquiring and Processing Data from Japan Institute for Health Security	2025-06-04
profileCI Profiling a Log-Likelihood to Calculate Confidence Intervals	2025-06-04
unvs.med A Universal Approach for Causal Mediation Analysis	2025-06-04
upset.hp Generate UpSet Plots of VP and HP Based on the ASV Concept	2025-06-04
PND.heter.cluster Estimating the Cluster Specific Treatment Effects in Partially Nested Designs	2025-06-05
boodd Functions for the Book "Bootstrap for Dependent Data, with an R Package"	2025-06-05
bssbinom Bayesian Sample Size for Binomial Proportions	2025-06-05
sequential.pops Sequential Analysis of Biological Population Sizes	2025-06-05
causens Perform Causal Sensitivity Analyses Using Various Statistical Methods	2025-06-05
AudioScatter Audiogram Scattergrams	2025-06-05
adsoRptionCMF Classical Model Fitting of Adsorption Isotherms	2025-06-05
bfboin Operating Characteristics for the Bayesian Optimal Interval Design with Back Filling	2025-06-05
ebdm Estimating Bivariate Dependency from Marginal Data	2025-06-05
multiDEGGs Multi-Omic Differentially Expressed Gene-Gene Pairs	2025-06-05
musicMCT Analyze the Structure of Musical Scales	2025-06-05
twotrials Compatible Point Estimates, Confidence Intervals, and P-Values for Two Trials	2025-06-06
Rdatasets Access Datasets from the Rdatasets Archive	2025-06-06
CBASSED50 Process CBASS-Derived PAM Data	2025-06-06
AiES Axon Integrity Evaluation System for Microscopy Images	2025-06-06
o2ools Tools for 'outbreaker2'	2025-06-06
agpower Recurrent Event Analysis Planning for Robust Andersen-Gill Model	2025-06-06
RMCDA Multi-Criteria Decision Analysis in R	2025-06-06
compareCstat Compare C-Statistics (Concordance) Between Survival Models	2025-06-06
CovCorTest Statistical Tests for Covariance and Correlation Matrices and their Structures	2025-06-06
MRAM Multivariate Regression Association Measure	2025-06-06
SeasEpi Spatiotemporal Modeling of Seasonal Infectious Disease	2025-06-06
VoronoiBiomedPlot Tesselation Visualization Plots for 2D Data	2025-06-06
catool Compensation Analysis Tool for Instructor Overload Pay	2025-06-06
discovr Interactive Tutorials and Data for "Discovering Statistics Using R and RStudio"	2025-06-06
libopenexr Static Library and Headers for 'OpenEXR' Image I/O	2025-06-06
rifttable Results Tables to Bridge the Rift Between Epidemiologists and Their Data	2025-06-06
L0TFinv A Splicing Approach to the Inverse Problem of L0 Trend Filtering	2025-06-10
TUGLab A Laboratory for TU Games	2025-06-10
SveltePlots A Wrapper for a Svelte Custom Web Component	2025-06-10
knobi Known-Biomass Production Model (KBPM)	2025-06-10
NPLStoolbox N-Way Partial Least Squares Modelling of Multi-Way Data	2025-06-10
flexurba Construct Flexible Urban Delineations	2025-06-10

Archived / removed

Why

1 Archived on 2025-06-30 for policy violation, Attempts to use 24 cores
1 Archived on 2025-07-30 as issues were not corrected in time.
1 Archived on 2025-10-06 as check issues were not corrected in time.
1 Archived on 2025-11-02 as issues were not corrected despite reminders.
1 Archived on 2025-11-28 as requires archived package 'KODAMA'.
1 Archived on 2025-12-17 as requires archived package 'Ryacas0'.
1 Archived on 2026-01-16 as requires archived package 'fuzzyjoin'.
1 Archived on 2026-02-11 as the maintainer does not wish to support it.

PLMIX Archived on 2026-05-27 as requires archived package 'radarchart'.	2025-06-30
rprev Archived on 2026-03-18 as issues were not corrected despite reminders.	2025-06-27
SPUTNIK Archived on 2025-07-30 as issues were not corrected in time.	2025-06-23
scStability Archived on 2026-05-15 for policy violation. Attempts to use 8 CPU cores.	2025-06-23
spatialfusion Archived on 2025-06-30 for policy violation, Attempts to use 24 cores	2025-06-23
tarchives Archived on 2026-03-03 as issues were not corrected in time.	2025-06-22
SLmetrics Archived on 2026-02-11 as the maintainer does not wish to support it.	2025-06-21
geneSLOPE Archived on 2025-11-02 as issues were not corrected despite reminders.	2025-06-20
ICAMS Archived on 2026-01-16 as requires archived package 'fuzzyjoin'.	2025-06-15
MSCA Archived on 2026-03-24 as requires archived package 'fastkmedoids'.	2025-06-13
TFM Archived on 2025-12-17 as requires archived package 'Ryacas0'.	2025-06-09
nisrarr Archived on 2026-03-09 for policy violation. , On Internet access.	2025-06-06
MetChem Archived on 2025-11-28 as requires archived package 'KODAMA'.	2025-06-04
tangles Archived on 2025-10-06 as check issues were not corrected in time.	2025-06-02

Downloads

159.4M

Total downloads

-14.6%

vs prior period

Most downloaded

1	rlang Functions for Base Types and Core R and 'Tidyverse' Features	1.5M
2	ggplot2 Create Elegant Data Visualisations Using the Grammar of Graphics	1.4M
3	tidyverse Easily Install and Load the 'Tidyverse'	1.4M
4	dplyr A Grammar of Data Manipulation	1.4M
5	cli Helpers for Developing Command Line Interfaces	1.4M
6	ragg Graphic Devices Based on AGG	1.3M
7	lifecycle Manage the Life Cycle of your Package Functions	1.2M
8	glue Interpreted String Literals	1.2M
9	tibble Simple Data Frames	1.2M
10	jsonlite A Simple and Robust JSON Parser and Generator for R	1.1M
11	vctrs Vector Helpers	1.1M
12	pillar Coloured Formatting for Columns	1.1M
13	R6 Encapsulated Classes with Reference Semantics	1M
14	withr Run Code 'With' Temporarily Modified Global State	1M
15	utf8 Unicode Text Processing	1M
16	Rcpp Seamless R and C++ Integration	1M
17	curl A Modern and Flexible Web Client for R	1M
18	magrittr A Forward-Pipe Operator for R	1M
19	xfun Supporting Functions for Packages Maintained by 'Yihui Xie'	974.3K
20	renv Project Environments	968.6K

Fastest growing

1	snowflakeauth Authentication Helpers for 'Snowflake'	+999%+
2	susieR Sum of Single Effects Linear Regression	+999%+
3	rapport A Report Templating System	+999%+
4	mixsqp Sequential Quadratic Programming for Fast Maximum-Likelihood Estimation of Mixture Proportions	+999%+
5	RMediation Mediation Analysis Confidence Intervals	+943%
6	plinkFile 'PLINK' (and 'GCTA') File Helpers	+662%
7	lbfgs Limited-memory BFGS Optimization	+470%
8	qpcR Modelling and Analysis of Real-Time PCR Data	+430%
9	GMMAT Generalized Linear Mixed Model Association Tests	+315%
10	read.gt3x Parse 'ActiGraph' 'GT3X'/'GT3X+' 'Accelerometer' Data	+274%
11	cosinor2 Extended Tools for Cosinor Analysis of Rhythms	+272%
12	ActCR Extract Circadian Rhythms Metrics from Actigraphy Data	+245%
13	mapgl Interactive Maps with 'Mapbox GL JS' and 'MapLibre GL JS'	+242%
14	cosinor Tools for Estimating and Predicting the Cosinor Model	+234%
15	smoothmest Smoothed M-Estimators for 1-Dimensional Location	+201%
16	unisensR Read 'Unisens' Data	+201%
17	dineq Decomposition of (Income) Inequality	+199%
18	S7 An Object Oriented System Meant to Become a Successor to S3 and S4	+166%
19	GGIRread Wearable Accelerometer Data File Readers	+160%
20	FNN Fast Nearest Neighbor Search Algorithms and Applications	+151%

Biggest debuts

1	snowflakeauth Authentication Helpers for 'Snowflake'	6.4K
2	discovr Interactive Tutorials and Data for "Discovering Statistics Using R and RStudio"	964
3	INLAtools Functionalities for the 'INLA' Package	521
4	astgrepr Parse and Manipulate R Code	453
5	rsynthbio Synthesize Bio API Wrapper	425
6	Rdatasets Access Datasets from the Rdatasets Archive	424
7	AudioScatter Audiogram Scattergrams	408
8	AiES Axon Integrity Evaluation System for Microscopy Images	398
9	unvs.med A Universal Approach for Causal Mediation Analysis	385
10	boodd Functions for the Book "Bootstrap for Dependent Data, with an R Package"	358
11	fEGarch SM/LM EGARCH & GARCH, VaR/ES Backtesting & Dual LM Extensions	345
12	CBASSED50 Process CBASS-Derived PAM Data	344
13	agpower Recurrent Event Analysis Planning for Robust Andersen-Gill Model	335
14	RMCDA Multi-Criteria Decision Analysis in R	325
15	infectiousR Access Infectious and Epidemiological Data via 'disease.sh API'	323
16	survextrap Bayesian Flexible Parametric Survival Modelling and Extrapolation	322
17	o2ools Tools for 'outbreaker2'	316
18	SeasEpi Spatiotemporal Modeling of Seasonal Infectious Disease	302
19	MRAM Multivariate Regression Association Measure	301
20	catool Compensation Analysis Tool for Instructor Overload Pay	300

Notable

Major version jumps

AMR 2.1.1→3.0.0 SSDforR 1.5.42→2.0 gbm2sas 3.0→4.0 karaoke 2.0→3.0 ssmodels 1.0.1→2.0.0 bbknnR 1.1.1→2.0.0 dextergui 0.2.6→1.0.0 eva3dm 0.99.1→1.11 shrinkTVPVAR 0.1.1→1.0.1 OPCreg 2.0.0→3.0.0 R4GoodPersonalFinances 0.2.0→1.0.0 fibos 1.2.3→2.0.1 rsynthbio 1.0.0→2.0.0 maraca 0.7.1→1.0.0 grpnet 0.9→1.0 starnet 0.0.7→1.0.0 limSolve 1.5.7.2→2.0 simtrial 0.4.2→1.0.0 AudioScatter 0.1.0→1.1.0 ProxReg 0.1.1→1.1.1

First-time CRAN authors

Julian Amon Jannis Burkhard Patrick Chester Leona Hoxha John D. Murphy Eun Jeong Oh ×2 Brian Crisp Patrick Cunha Tomonori Hoshi Erina Ishigaki Satoshi Kaneko Xinghao Li Lin Liu* Guillermo Rosas Matias Tarillo Ayelen Vanegas Bangken Ying Tianbao Zhou Oscar de Leon ×2 Patrice Bertail