October 2025 in CRAN

Final

Part of Q4 2025 and 2025.

202

New packages

971

Updated

Archived

247.9M

Downloads

New packages (60+)

eDNAfuns Working with Metabarcoding Data in a Tidy Format	2025-10-01
boxTest Boxplot and Significance Test for Two Groups	2025-10-01
FDOTT Optimal Transport Based Testing in Factorial Design	2025-10-01
BlockwiseRankTest Block-Wise Rank in Similarity Graph Edge-Count Two-Sample Test (BRISE)	2025-10-01
plotlsirm Plot Toolkit for Latent Space Item Response Models	2025-10-01
descsuppR Support Functions for (Reproducible) Descriptive Statistics	2025-10-01
PhytoIn Vegetation Analysis and Forest Inventory	2025-10-01
ExtendedABSurvTDC Survival Analysis using Indicators under Time Dependent Covariates	2025-10-01
LePage LePage Type Tests	2025-10-01
EpiPvr Estimating Plant Pathogen Epidemiology Parameters from Laboratory Assays	2025-10-01
bakerrr Background-Parallel Jobs	2025-10-01
readepi Read Data from Relational Database Management Systems and Health Information Systems	2025-10-01
CORPlot Cumulative Odds Ratio Plot	2025-10-03
BioMoR Bioinformatics Modeling with Recursion and Autoencoder-Based Ensemble	2025-10-03
topologyR Topological Connectivity Analysis for Numeric Data	2025-10-03
minter Effect Sizes for Meta-Analysis of Interactions from Factorial Experiments	2025-10-06
gageRR Calculate Gauge Repeatability and Reproducibility	2025-10-06
adaplots Ada-Plot and Uda-Plot for Assessing Distributional Attributes and Normality	2025-10-06
RegCalReliab Regression Calibration Using Reliability Studies	2025-10-06
nilsier Design-Based Estimators for NILS	2025-10-06
FakeDataR Privacy-Preserving Synthetic Data for 'LLM' Workflows	2025-10-06
optsize Optimal Plot Size Estimation for Field Experiments	2025-10-06
normref Continuous Norming	2025-10-06
UVdose Estimate Ambient UV Dose from Location and Date Info	2025-10-06
AlgeriAPIs Access Algerian Data via Public APIs	2025-10-06
Pinference Probability Inference for Propositional Logic	2025-10-06
SimpleUpset Create Upset Plots	2025-10-06
conformalForecast Conformal Prediction Methods for Multistep-Ahead Time Series Forecasting	2025-10-06
healthmotionR A Comprehensive Collection of Health and Human Motion Datasets	2025-10-06
hyreg2 Estimate Latent Classes on a Mixture of Continuous and Dichotomous Data	2025-10-06
sulcimap Mapping Cortical Folding Patterns	2025-10-06
summarytabl Generate Summary Tables for Categorical, Ordinal, and Continuous Data	2025-10-06
mda.biber Functions for Multi-Dimensional Analysis	2025-10-07
ActiveLearning4SPM Active Learning for Process Monitoring	2025-10-07
Latamverse Latin American Data via 'RESTful' APIs and Curated Datasets	2025-10-07
BTIME Bayesian Hierarchical Models for Single-Cell Protein Data	2025-10-07
GPpenalty Penalized Likelihood in Gaussian Processes	2025-10-07
RTMBdist Distributions Compatible with Automatic Differentiation by 'RTMB'	2025-10-07
pwranova Power Analysis of Flexible ANOVA Designs and Related Tests	2025-10-07
rixpress Build Reproducible Analytical Pipelines with 'Nix'	2025-10-07
Rato Resilience Analysis Toolkit (RATO)	2025-10-08
PVBcorrect Partial Verification Bias Correction for Diagnostic Accuracy	2025-10-08
EconCausal Causal Analysis for Macroeconomic Time Series (ECM-MARS, BSTS, Bayesian GLM-AR(1))	2025-10-08
SimKid Simulate Virtual Pediatrics using Anthropometric Growth Charts	2025-10-08
VBMS Variational Bayesian Algorithm for Multi-Source Heterogeneous Models	2025-10-08
TPDDev Tool for Construction of Two-Phase Experimental Designs	2025-10-08
MLSP Machine Learning Models for Soil Properties	2025-10-08
unexcel Revert Excel Serial Dates Back to Intended Day.Month Numerics	2025-10-08
pipetime Tools to Time Pipe Operations	2025-10-08
FuzzySpec Fuzzy Spectral Clustering with Variable-Weighted Adjacency Matrices	2025-10-08
skytrackr A Sky Illuminance Location Tracker	2025-10-08
graphonmix Generates Dense and Sparse Graphs using Graphon Extensions	2025-10-09
PKPDindex Optimal PK/PD Index Finder	2025-10-09
choicedata Working with Choice Data	2025-10-09
PERSUADE Parametric Survival Model Selection for Decision-Analytic Models	2025-10-09
psme Penalized Splines Mixed-Effects Models	2025-10-09
ItemRest Automated Item Removal Strategies for Exploratory Factor Analysis	2025-10-09
BioMonTools Biomonitoring and Bioassessment Calculations	2025-10-09
CaMeA Causal Meta-Analysis for Aggregated Data	2025-10-09
CopernicusClimate Search Download and Handle Data from Copernicus Climate Data Service	2025-10-09

Downloads

247.9M

Total downloads

+5.1%

vs prior period

Most downloaded

1	ggplot2 Create Elegant Data Visualisations Using the Grammar of Graphics	2.2M
2	dplyr A Grammar of Data Manipulation	2M
3	rlang Functions for Base Types and Core R and 'Tidyverse' Features	1.9M
4	tibble Simple Data Frames	1.9M
5	cli Helpers for Developing Command Line Interfaces	1.8M
6	rmarkdown Dynamic Documents for R	1.8M
7	lifecycle Manage the Life Cycle of your Package Functions	1.7M
8	purrr Functional Programming Tools	1.6M
9	scales Scale Functions for Visualization	1.6M
10	Rcpp Seamless R and C++ Integration	1.6M
11	glue Interpreted String Literals	1.6M
12	magrittr A Forward-Pipe Operator for R	1.5M
13	vctrs Vector Helpers	1.5M
14	readxl Read Excel Files	1.5M
15	readr Read Rectangular Text Data	1.5M
16	tidyr Tidy Messy Data	1.5M
17	jsonlite A Simple and Robust JSON Parser and Generator for R	1.5M
18	gtable Arrange 'Grobs' in Tables	1.5M
19	R6 Encapsulated Classes with Reference Semantics	1.4M
20	systemfonts System Native Font Finding	1.4M

Fastest growing

1	biodosetools 'shiny' Application for Biological Dosimetry	+999%+
2	readepi Read Data from Relational Database Management Systems and Health Information Systems	+999%+
3	GeoAdjust Accounting for Random Displacements of True GPS Coordinates of Data	+999%+
4	diegr Dynamic and Interactive EEG Graphics	+999%+
5	otel OpenTelemetry R API	+999%+
6	BayesChange Bayesian Methods for Change Point Analysis	+999%+
7	kstMatrix Basic Functions in Knowledge Space Theory Using Matrix Representation	+999%+
8	peruflorads43 Check Threatened Plant Species Status Against Peru's Supreme Decree 043-2006-AG	+999%+
9	bayesmove Non-Parametric Bayesian Analyses of Animal Movement	+999%+
10	conos Clustering on Network of Samples	+707%
11	mini007 Lightweight Framework for Orchestrating Multi-Agent Large Language Models	+466%
12	FCO Flexible Cutoffs for Model Fit Evaluation in Covariance-Based Structural Models	+426%
13	intRinsic Likelihood-Based Intrinsic Dimension Estimators	+363%
14	SANple Fitting Shared Atoms Nested Models via Markov Chains Monte Carlo	+342%
15	rdss Companion Datasets and Functions for Research Design in the Social Sciences	+339%
16	spatialsample Spatial Resampling Infrastructure	+269%
17	makedummies Create Dummy Variables from Categorical Data	+248%
18	gamlss.add Extra Additive Terms for Generalized Additive Models for Location Scale and Shape	+210%
19	psychomix Psychometric Mixture Models	+193%
20	gander High Performance, Low Friction Large Language Model Chat	+191%

Biggest debuts

1	readepi Read Data from Relational Database Management Systems and Health Information Systems	3.6K
2	CORPlot Cumulative Odds Ratio Plot	892
3	rixpress Build Reproducible Analytical Pipelines with 'Nix'	454
4	healthmotionR A Comprehensive Collection of Health and Human Motion Datasets	443
5	apathe American Psychological Association Thesis Templates for R Markdown	435
6	toml Read, Write, and Modify TOML Files	432
7	SimpleUpset Create Upset Plots	414
8	bakerrr Background-Parallel Jobs	403
9	qol Powerful 'SAS' Inspired Concepts for more Efficient Bigger Outputs	384
10	descsuppR Support Functions for (Reproducible) Descriptive Statistics	365
11	adaplots Ada-Plot and Uda-Plot for Assessing Distributional Attributes and Normality	362
12	AlgeriAPIs Access Algerian Data via Public APIs	340
13	CopernicusClimate Search Download and Handle Data from Copernicus Climate Data Service	337
14	sulcimap Mapping Cortical Folding Patterns	336
15	andorR Optimisation of the Analysis of AND-OR Decision Trees	335
16	brfinance Access to Brazilian Macroeconomic and Financial Time Series	333
17	eDNAfuns Working with Metabarcoding Data in a Tidy Format	312
18	FakeDataR Privacy-Preserving Synthetic Data for 'LLM' Workflows	306
19	ActiveLearning4SPM Active Learning for Process Monitoring	305
20	geoflow Orchestrate Geospatial (Meta)Data Management Workflows and Manage FAIR Services	303

Notable

Major version jumps

prome 1.9.1.0→2.0.1.4 dscore 1.11.0→2.0.0 lab2clean 1.0.0→2.0.0 bigalgebra 2.0.2→3.0.0 ShrinkCovMat 1.4.0→2.1.0 ggformula 0.12.2→1.0.0 iq 1.10.1→2.0.0 tcl 0.2.1→1.0.1 UKFE 0.4.0→1.0.1 dymo 1.1.0→2.0.0 glmm.hp 0.1-8→1.0-0 neuralGAM 1.1.1→2.0.0 startR 2.4.0→3.0.0 RiskMap 0.1.0→1.0.0 lulab.utils 0.0.4→1.0.0 orderly 1.4.3→2.0.0 rversions 2.1.2→3.0.0 units 0.8-7→1.0-0 PRTree 0.1.3→1.0.0 doseSens 0.1.0→1.0.0

First-time CRAN authors

Ishita Bhakta Ruairi Donnelly Ramón Gallego Simón Abid Hussain Emmanuel Kabuga Linus Niemöller Rodrigo Augusto Santinelo Pereira Santanu Phadikar Arkaprabha Sau Anirban Shaw Kejian Zhang MD. Arshad ×2 José Mauricio Gómez Julián ×8 Yongxi Long Zobaer Ahmed Facundo Decunta Svenja Elkenkamp Oscar Alejandro Sialer Gallo Y.A. Garde John Grosser