September 2025 in CRAN

Final

Part of Q3 2025 and 2025.

237

New packages

1,302

Updated

Archived

236M

Downloads

New packages (60+)

inphr Statistical Inference for Persistence Homology Data	2025-09-01
MultANOVA Analysis of Designed High-Dimensional Data using the Comprehensive MultANOVA Framework	2025-09-01
MuFiMeshGP Multi-Fidelity Emulator for Computer Experiments with Tunable Fidelity Levels	2025-09-01
SemanticDistance Compute Semantic Distance Between Text Constituents	2025-09-01
QQreflimits Reference Limits using QQ Methodology	2025-09-01
shinytesters Update 'Shiny' Inputs when using testServer()	2025-09-01
hcruR Estimate, Compare, and Visualize Healthcare Resource Utilization for Real-World Evidence	2025-09-01
firestorm Reverse Proxy and Load Balancing for 'fiery'	2025-09-01
ebrahim.gof Ebrahim-Farrington Goodness-of-Fit Test for Logistic Regression	2025-09-01
cobin Cobin and Micobin Regression Models for Continuous Proportional Data	2025-09-01
resourcecodedata Resourcecode Database Configuration Data	2025-09-01
OmicFlow Fast and Efficient (Automated) Analysis of Sparse Omics Data	2025-09-01
blosc Compress and Decompress Data Using the 'BLOSC' Library	2025-09-01
lpanda Local Political Actor Network Diachronic Analysis Tools	2025-09-01
metamorphr Tidy and Streamlined Metabolomics Data Workflows	2025-09-01
minimaxALT Generate Optimal Designs of Accelerated Life Test using PSO-Based Algorithm	2025-09-01
phsopendata Extract from the Scottish Health and Social Care Open Data Platform	2025-09-01
powerbrmsINLA Bayesian Power Analysis Using 'brms' and 'INLA'	2025-09-01
RobustMetrics Calculates Robust Performance Metrics for Imbalanced Classification Problems	2025-09-02
trendtestR Exploratory Trend Analysis and Visualization for Time-Series and Grouped Data	2025-09-02
regress3d Create 3D Regression Surfaces	2025-09-02
multiScaleR Methods for Optimizing Scales of Effect	2025-09-02
mitey Serial Interval and Case Reproduction Number Estimation	2025-09-02
phase12designs Comprehensive Tools for Running Model-Assisted Phase I/II Trial Simulations	2025-09-02
flex Fuzzy Linear Squares Estimation with Explicit Formula (FLEX)	2025-09-02
ddModel The Decision Diffusion Model	2025-09-02
Rnaught Estimate the Basic Reproduction Number (R0)	2025-09-02
notionapi Client for the 'Notion API'	2025-09-02
gclink Gene-Cluster Discovery, Annotation and Visualization	2025-09-02
GTRT Graph Theoretic Randomness Tests	2025-09-02
MLmorph Integrating Morphological Modeling and Machine Learning for Decision Support	2025-09-02
StreamCatTools 'StreamCatTools'	2025-09-02
rvolleydata Extract Data from Professional Volleyball Leagues in North America	2025-09-02
permRand Permutation Randomization	2025-09-03
causalDT Causal Distillation Trees	2025-09-03
SIMPLICA Biclustering via Simplivariate Component Analysis	2025-09-03
RSDC Regime-Switching Dynamic Correlation Models	2025-09-03
CoxMK A Model-X Knockoff Method for Genome-Wide Survival Association Analysis	2025-09-03
blendR Blended Survival Curves	2025-09-03
cppSim Fast and Memory Efficient Spatial Interaction Models	2025-09-03
spell.replacer Probabilistic Spelling Correction in a Character Vector	2025-09-03
MultivariateTrendAnalysis Univariate and Multivariate Trend Testing	2025-09-03
multiModTest Information Assessment for Individual Modalities in Multimodal Regression Models	2025-09-03
einops Flexible, Powerful, and Readable Tensor Operations	2025-09-03
CompClassMetrics Classification Measures when Subclasses are Involved	2025-09-03
Epoch IEEG (Intracranial Electroencephalography) Epoch Data Tools	2025-09-03
TrialSimulator Clinical Trial Simulator	2025-09-03
kerasnip A Bridge Between 'keras' and 'tidymodels'	2025-09-03
rtiktokads Load Data from 'tiktok Marketing API'	2025-09-03
ricci Ricci Calculus	2025-09-04
ELIC LIC for Distributed Elliptical Model	2025-09-04
booami Component-Wise Gradient Boosting after Multiple Imputation	2025-09-04
power4mome Power Analysis for Moderation and Mediation	2025-09-04
minipdf PDF Document Creator	2025-09-05
connector.databricks Expand 'connector' Package for 'Databricks' Tables and Volumes	2025-09-05
OptOTrials Optimal Two-Stage Designs for Ordered Categorical Outcomes	2025-09-05
causalnet Directed Causal Network Enumeration and Simulation	2025-09-05
LLMTranslate 'shiny' App for TRAPD/ISPOR Survey Translation with LLMs	2025-09-05
SLGP Spatial Logistic Gaussian Process for Field Density Estimation	2025-09-05
econtools Enrich and Analyze Sovereign-Level Economic Data	2025-09-05

Archived / removed

Why

1 Archived on 2025-09-16 for policy violation. On Internet access.
1 Archived on 2025-09-18 at the maintainer's request.
1 Archived on 2025-10-01 as requires archived package 'SouthKoreAPIs'
1 Archived on 2025-10-10 as check issues were not corrected in time.
1 Archived on 2025-11-04 for policy violation. On Internet access.
1 Archived on 2025-11-21 as requires archived package 'ReliaGrowR'.
1 Archived on 2025-11-27 as requires archived package 'fairness'.
1 Archived on 2025-12-04 as requires archived package 'TESS'.

phm Archived on 2026-01-30 as requires archived package 'pryr'.	2025-09-30
scPOEM Archived on 2026-06-29 as issues were not corrected in time.	2025-09-25
RPANDA Archived on 2025-12-04 as requires archived package 'TESS'.	2025-09-24
SIPmg Archived on 2025-10-10 as check issues were not corrected in time.	2025-09-24
WeibullR.plotly Archived on 2025-11-21 as requires archived package 'ReliaGrowR'.	2025-09-24
EpiILMCT Archived on 2026-01-17 as issues were not corrected despite reminders.	2025-09-23
twfeivdecomp Archived on 2026-03-25 as issues were not corrected despite reminders.	2025-09-22
MLCOPULA Archived on 2026-06-19 as email to the maintainer is undeliverable.	2025-09-19
UnalR Archived on 2026-02-19 as requires archived package 'leaflet.extras'.	2025-09-19
Asiaverse Archived on 2025-10-01 as requires archived package 'SouthKoreAPIs'	2025-09-16
foreSIGHT Archived on 2026-05-27 as requires archived package 'BLRPM'.	2025-09-14
binGroup2 Archived on 2026-02-20 as issues were not corrected in time.	2025-09-13
dsld Archived on 2025-11-27 as requires archived package 'fairness'.	2025-09-13
moreparty Archived on 2025-12-11 as requires archived package 'vip'.	2025-09-12
ineAtlas Archived on 2026-06-29 for policy violation. On Internet access.	2025-09-11
nomesbr Archived on 2026-06-01 for policy violation. Stores > 100 MB in ~/.cache/R and does not clean up.	2025-09-11
vegtable Archived on 2026-03-16 as requires archived package 'vegdata'.	2025-09-11
camelsCL Archived on 2025-09-18 at the maintainer's request.	2025-09-10
deepregression Archived on 2026-02-02 as issues were not corrected despite reminders.	2025-09-06
sidra Archived on 2025-11-04 for policy violation. On Internet access.	2025-09-06
Ryacas0 Archived on 2025-12-17 at the maintainer's request.	2025-09-04
brpop Archived on 2025-09-16 for policy violation. On Internet access.	2025-09-03
dbcsp Archived on 2026-01-16 as requires archived package 'TSdist'.	2025-09-02
rcaiman Archived on 2026-06-09 as requires archived package 'lidR'	2025-09-02

Downloads

236M

Total downloads

+34.5%

vs prior period

Most downloaded

1	ggplot2 Create Elegant Data Visualisations Using the Grammar of Graphics	1.9M
2	rlang Functions for Base Types and Core R and 'Tidyverse' Features	1.8M
3	tibble Simple Data Frames	1.7M
4	dplyr A Grammar of Data Manipulation	1.7M
5	cli Helpers for Developing Command Line Interfaces	1.7M
6	lifecycle Manage the Life Cycle of your Package Functions	1.7M
7	rmarkdown Dynamic Documents for R	1.7M
8	purrr Functional Programming Tools	1.7M
9	glue Interpreted String Literals	1.5M
10	pillar Coloured Formatting for Columns	1.5M
11	magrittr A Forward-Pipe Operator for R	1.4M
12	scales Scale Functions for Visualization	1.4M
13	vctrs Vector Helpers	1.4M
14	R6 Encapsulated Classes with Reference Semantics	1.4M
15	jsonlite A Simple and Robust JSON Parser and Generator for R	1.4M
16	readxl Read Excel Files	1.3M
17	readr Read Rectangular Text Data	1.3M
18	Rcpp Seamless R and C++ Integration	1.3M
19	tidyverse Easily Install and Load the 'Tidyverse'	1.3M
20	ragg Graphic Devices Based on AGG	1.3M

Fastest growing

1	tailor Iterative Steps for Postprocessing Model Predictions	+999%+
2	VIRF Computation of Volatility Impulse Response Function of Multivariate Time Series	+999%+
3	otelsdk R SDK and Exporters for OpenTelemetry	+999%+
4	fluxtools A 'shiny' App for Reproducible QA/QC of Eddy Covariance Data	+999%+
5	ssMRCD Robust Estimators for Multi-Group and Spatial Data	+999%+
6	treedater Fast Molecular Clock Dating of Phylogenetic Trees with Rate Variation	+999%+
7	exdqlm Extended Dynamic Quantile Linear Models	+999%+
8	NADA Nondetects and Data Analysis for Environmental Data	+999%+
9	future.mirai A 'Future' API for Parallel Processing using 'mirai'	+999%+
10	qrmtools Tools for Quantitative Risk Management	+999%+
11	otel OpenTelemetry R API	+999%+
12	rcdo Wrapper of 'CDO' Operators	+999%+
13	SNPfiltR Interactively Filter SNP Datasets	+999%+
14	ROAuth R Interface For OAuth	+999%+
15	enetLTS Robust and Sparse Methods for High Dimensional Linear and Binary and Multinomial Regression	+999%+
16	wordpiece.data Data for Wordpiece-Style Tokenization	+999%+
17	r4ss R Code for Stock Synthesis	+999%+
18	disposables Create Disposable R Packages for Testing	+999%+
19	RMAWGEN Multi-Site Auto-Regressive Weather GENerator	+999%+
20	cramer Multivariate Nonparametric Cramer-Test for the Two-Sample-Problem	+999%+

Biggest debuts

1	otelsdk R SDK and Exporters for OpenTelemetry	4K
2	blosc Compress and Decompress Data Using the 'BLOSC' Library	905
3	sparseGFM Sparse Generalized Factor Models with Multiple Penalty Functions	617
4	StreamCatTools 'StreamCatTools'	547
5	phsopendata Extract from the Scottish Health and Social Care Open Data Platform	540
6	econtools Enrich and Analyze Sovereign-Level Economic Data	500
7	cppSim Fast and Memory Efficient Spatial Interaction Models	497
8	multiScaleR Methods for Optimizing Scales of Effect	487
9	flex Fuzzy Linear Squares Estimation with Explicit Formula (FLEX)	484
10	OmicFlow Fast and Efficient (Automated) Analysis of Sparse Omics Data	471
11	SemanticDistance Compute Semantic Distance Between Text Constituents	468
12	lpanda Local Political Actor Network Diachronic Analysis Tools	463
13	connector.databricks Expand 'connector' Package for 'Databricks' Tables and Volumes	461
14	booami Component-Wise Gradient Boosting after Multiple Imputation	455
15	apa7 Facilitate Writing Documents in American Psychological Association Style, Seventh Edition	455
16	GTRT Graph Theoretic Randomness Tests	455
17	CompClassMetrics Classification Measures when Subclasses are Involved	452
18	LLMTranslate 'shiny' App for TRAPD/ISPOR Survey Translation with LLMs	447
19	notionapi Client for the 'Notion API'	444
20	ricci Ricci Calculus	439

Notable

Major version jumps

V8 6.0.6→7.0.0 VSOLassoBag 0.99.1→1.0 gor 1.0→2.0 simulariatools 2.5.1→3.0.0 tune 1.3.0→2.0.0 valdr 1.0.1→2.0.0 AlphaSimR 1.6.1→2.0.0 MHDA 1.4→2.0 RcppArmadillo 14.6.3-1→15.0.1-1 rcaiman 1.2.2→2.0.1 stRoke 24.10.1→25.9.1 treedater 0.5.0→1.0.2 GLMcat 0.2.7→1.0.0 acledR 0.1.0→1.0.0 EZFragility 1.0.3→2.0.1 Lahman 12.0-0→13.0-0 fields 16.3.1→17.1 freesurferformats 0.1.18→1.0.0 pedgene 3.9→4.1 statforbiology 0.9.9→1.0.2

First-time CRAN authors

David Aikman Simon Barnes Annemarie Boleij Vaclav Bubenicek Benjamin Dahl Thomas Ederveen Alexander Gessler Alem Gusinac Hoai-Linh Hoang Ross Hull Haritha Jagadeesh Ebrahim Khaled Ebrahim Jessica J. Kraker ×2 Changwoo Lee I-Chen Lee Chris Maiwald Hannah R. Mechtenberg Emily B. Myers Tony Myers ×2 Jonathan E. Peelle