July 2026 in CRAN

Part of Q3 2026 and 2026.

Final

410

New packages

1,376

Updated

Archived

239.7M

Downloads

New packages (60+)

AutoStrataK Automatic Optimal Stratification for Survey Sampling	2026-07-01
DAST Spatio-Temporal Disaggregation for Maps with Changing Areal Boundaries	2026-07-01
ImprintCapASM Allele-Specific Methylation Analysis for Imprinted DMR Diagnostics	2026-07-01
MultiModalR Fast Bayesian Probability Estimation for Multimodal Categorical Data	2026-07-01
baselinr WWC-Aligned Baseline Equivalence Tables for Education Impact Evaluations	2026-07-01
bitriad Triadic Analysis of Affiliation Networks	2026-07-01
clim4health Post-Processing of Climate Data for Health Applications	2026-07-01
delarr Lazy Delayed Arrays with Fused Execution	2026-07-01
droughtevents Identify and Characterize Drought Events from Drought Index Time Series	2026-07-01
emaxnls Nonlinear Least Squares Estimation for Emax Regression Models	2026-07-01
evbsreg Local Influence Diagnostics for the Extreme-Value Birnbaum-Saunders Regression Model	2026-07-01
fixedCV Fixed-b Critical Values for Robust Inference with Time Series Data	2026-07-01
huggingfaceR Access 'Hugging Face' Models and Datasets	2026-07-01
icarm Interpretable Contextual-Accountable and Responsible Machine Learning	2026-07-01
lt Lightweight Tables via JSON Specs and JavaScript	2026-07-01
lvmPlot Publication-Quality Diagrams for Latent Variable Models	2026-07-01
muse Multiple Unobserved Sources of Error State Space Models	2026-07-01
netify Tools for Network Data Workflows	2026-07-01
proximetricsR Spectral Preprocessing and Chemometric Calibration of NIR Sensors	2026-07-01
reaborn Statistical Data Visualization, the 'seaborn' Way	2026-07-01
sportsfeatures Longitudinal Sports Analytics Asset and Workload Feature Processing	2026-07-01
uddbart Unified Dynamic Deep 'BART' for Interval-Censored Survival	2026-07-01
vbm Variance-Based Sensitivity Analysis for Weighting Estimators	2026-07-01
araponga Estimate 3D Orientations from 2D Landmarks	2026-07-02
axprism Client for the 'AxPrism' Institutional XBRL and Shariah Compliance API	2026-07-02
mergersim Merger Simulation and Calibration	2026-07-02
palsr Projected Actor Locations for Spatial Interaction Modeling	2026-07-02
rfair Assess the FAIRness of Research Data Objects and Software	2026-07-02
rtransparency Identifies Indicators of Transparency	2026-07-02
saeHB.Spatial.Beta Small Area Estimation Hierarchical Bayes for Spatial Beta Model	2026-07-02
trackclean Tools for Cleaning High-Frequency Real-Time Location Tracking Data	2026-07-02
SCEM Splitting-Coalescence-Estimation Method	2026-07-03
SDALGCP2 Discrete Log-Gaussian Cox Processes for Aggregated Disease Counts	2026-07-03
apifetch Token-Authenticated REST API Retrieval Toolkit	2026-07-03
checktor Extra CRAN Submission Checks	2026-07-03
deaviz Visualization of Data Envelopment Analysis Problems	2026-07-03
mixedsubjects Causal Inference in Experiments with Mixed-Subjects Designs	2026-07-03
parcxl Fast Formula Stripping and Exporting Excel Sheets to Separate Files	2026-07-03
peeky Download and Extract 'shinylive' Applications	2026-07-03
testflow A Workflow for Statistical Testing, Interpretation, and 'ggplot2'-Based Visualization	2026-07-03
HomeRangeR Predict Vertebrate Home-Range Sizes Using Allometric Models	2026-07-03
TestREnlme Nonparametric Tests for Random Effects in Linear and Nonlinear Mixed-Effects Models	2026-07-03
cyclicwave Cyclic Wave Analysis for Time-Series Clustering	2026-07-03
jpmap Japan Maps with Insets for Okinawa and Ogasawara	2026-07-03
mixor Mixed-Effects Ordinal Regression Analysis	2026-07-03
canpumf Parse StatCan PUMF Files	2026-07-03
crawlee Tidy Interface for Reproducible Web Crawling	2026-07-03
panelbuild Panel Data Auditing, Validation, and Preparation Tools	2026-07-03
BJM Backward Joint Model for the Dynamic Prediction of Both Time-to-Event and Longitudinal Outcomes	2026-07-04
IBGS Iterated Block Gibbs Sampler for Ultrahigh-Dimensional Variable Selection and Model Averaging	2026-07-04
Linda Line Transect-Based Nearest Neighbor Distance Analysis	2026-07-04
NPBBBdesigns Construction and a-Efficiency of Nested Partially Balanced Bipartite Block Designs	2026-07-04
WMFM Explore Fitted Linear and Generalised Linear Models with 'shiny'	2026-07-04
abcpp Shared C++ Backend for Approximate Bayesian Computation	2026-07-04
attestix Offline Verifier for Attestix Ed25519 Credentials and UCAN Delegations	2026-07-04
ggChinaFlag Drawing Chinese National and Historical Flags with 'ggplot2'	2026-07-04
gpbiometrics Process and Report Gazepoint Biometrics Data	2026-07-04
kernda Kernel Discriminant Analysis	2026-07-04
outliersHD Detection of Outliers in High Dimensional Data	2026-07-04
rCTOOL Soil Organic Carbon Turnover Modelling with 'C-TOOL'	2026-07-04

Archived / removed

Why

12 the maintainer's request
11 issues were not corrected in time
9 requires archived package 'scalreg'
7 issues were not corrected despite reminders
7 requires archived package 'tmcn'
5 email to the maintainer is undeliverable
4 requires archived package 'CORElearn'
3 requires archived package 'FuzzyNumbers.Ext.2'

fitODBOD issues were not corrected in time	2026-07-31
modelDown issues were not corrected in time	2026-07-31
nhanesR policy violation. Uses and leaves behind '~/my_nhanes_cache' in interactive example()	2026-07-29
rtiddlywiki policy violation. On Internet access	2026-07-29
NSR issues were not corrected despite reminders	2026-07-28
flan issues were not corrected despite reminders	2026-07-28
glinvci issues were not corrected despite reminders	2026-07-28
preregr issues were not corrected despite reminders	2026-07-28
rim policy violation. Anti-social behaviour, displaying a political message in its banner. Version 0.8.1 has been removed	2026-07-28
seeclickfixr issues were not corrected despite reminders	2026-07-28
TableToLongForm issues were not corrected in time	2026-07-26
iNZightPlots requires archived package 'iNZightTools'	2026-07-25
iNZightRegression requires archived package 'iNZightTools'	2026-07-25
CompareCausalNetworks email to the maintainer is undeliverable	2026-07-23
SELF requires archived package 'CompareCausalNetworks'	2026-07-23
SimTimeVar the maintainer's request	2026-07-22
optextras the maintainer's request	2026-07-22
TAQMNGR the maintainer's request	2026-07-21
cruts the maintainer's request	2026-07-21
managelocalrepo the maintainer's request	2026-07-21
clarifai the maintainer's request	2026-07-20
CMTFtoolbox email to the maintainer is undeliverable	2026-07-19
DiscreteMorseR the maintainer's request	2026-07-18
ahull3D the maintainer's request	2026-07-18
microdiluteR issues were not corrected in time	2026-07-18
HDoutliers issues were not corrected despite reminders	2026-07-16
ratecalib the maintainer's request	2026-07-16
CORElearn issues were not corrected despite reminders	2026-07-15
QWDAP requires archived package 'CORElearn'	2026-07-15
autoBagging requires archived package 'CORElearn'	2026-07-15
miRNAss requires archived package 'CORElearn'	2026-07-15
pdfsigner issues were not corrected in time	2026-07-15
semiArtificial requires archived package 'CORElearn'	2026-07-15
HVS issues were not corrected in time	2026-07-14
admiral.test the maintainer's request	2026-07-14
archetyper requires archived package 'log4r'	2026-07-14
uavRmp requires archived package 'log4r'	2026-07-14
RcppEigenAD issues were not corrected in time	2026-07-13
SpaDES requires archived package 'reproducible'	2026-07-13
SpaDES.core requires archived package 'reproducible'	2026-07-13
SpaDES.tools requires archived package 'reproducible'	2026-07-13
reproducible repeated policy violation. On Internet access	2026-07-13
BigQuic requires archived package 'scalreg'	2026-07-10
FuzzyNumbers.Ext.2 email to the maintainer is undeliverable	2026-07-10
Grace requires archived package 'scalreg'	2026-07-10
HIMA requires archived package 'scalreg'	2026-07-10
LFM requires archived package 'FuzzyNumbers.Ext.2'	2026-07-10
RcppCensSpatial requires archived package 'FuzzyNumbers.Ext.2'	2026-07-10
SILM requires archived package 'scalreg'	2026-07-10
TOSI requires archived package 'scalreg'	2026-07-10
base.rms requires archived package 'tmcn'	2026-07-10
cutoff requires archived package 'tmcn'	2026-07-10
do requires archived package 'tmcn'	2026-07-10
freebird requires archived package 'scalreg'	2026-07-10
ggrisk requires archived package 'tmcn'	2026-07-10
hdi requires archived package 'scalreg'	2026-07-10
inet requires archived package 'scalreg'	2026-07-10
msig requires archived package 'tmcn'	2026-07-10
nomogramFormula requires archived package 'tmcn'	2026-07-10
plsmmLasso requires archived package 'scalreg'	2026-07-10

Downloads

239.7M

Total downloads

-3.1%

vs prior period

Most downloaded

1	rlang Functions for Base Types and Core R and 'Tidyverse' Features	2.9M
2	cli Helpers for Developing Command Line Interfaces	2.5M
3	vctrs Vector Helpers	2.4M
4	lifecycle Manage the Life Cycle of your Package Functions	2.4M
5	Rcpp Seamless R and C++ Integration	2.3M
6	R6 Encapsulated Classes with Reference Semantics	2.2M
7	ggplot2 Create Elegant Data Visualisations Using the Grammar of Graphics	2.2M
8	glue Interpreted String Literals	2.1M
9	withr Run Code 'With' Temporarily Modified Global State	2.1M
10	magrittr A Forward-Pipe Operator for R	2.1M
11	RcppEigen 'Rcpp' Integration for the 'Eigen' Templated Linear Algebra Library	2.1M
12	tibble Simple Data Frames	2M
13	cpp11 A C++11 Interface for R's C Interface	1.9M
14	fs Cross-Platform File System Operations Based on 'libuv'	1.9M
15	pillar Coloured Formatting for Columns	1.9M
16	dplyr A Grammar of Data Manipulation	1.8M
17	scales Scale Functions for Visualization	1.8M
18	jsonlite A Simple and Robust JSON Parser and Generator for R	1.7M
19	S7 An Object Oriented System Meant to Become a Successor to S3 and S4	1.6M
20	gtable Arrange 'Grobs' in Tables	1.6M

Fastest growing

1	cenROC Estimating Time-Dependent ROC Curve and AUC for Censored Data	+999%+
2	SNPkit S4 Tools for Reading and Organizing Genetic Data	+999%+
3	condSURV Estimation of the Conditional Survival Function for Ordered Multivariate Failure Time Data	+999%+
4	rtf Rich Text Format ('RTF') Output	+999%+
5	aplotExtra Creating Composite Plots using 'aplot'	+999%+
6	chevron Standard TLGs for Clinical Trials Reporting	+999%+
7	carts Simulation-Based Assessment of Covariate Adjustment in Randomized Trials	+999%+
8	rjd3workspace Wrangling 'JDemetra+ 3.x' Workspaces	+999%+
9	log Record Events and Issues	+999%+
10	TreeDimensionTest Trajectory Presence and Heterogeneity in Multivariate Data	+999%+
11	oncoPredict Drug Response Modeling and Biomarker Discovery	+999%+
12	tidyfun Tidy Functional Data Wrangling and Visualization	+999%+
13	ambiorix Web Framework Inspired by 'Express.js'	+891%
14	directadjusting Directly Adjusted Estimates	+863%
15	remstats Computes Statistics for Relational Event History Data	+852%
16	str2str Convert R Objects from One Structure to Another	+830%
17	remstimate Optimization Frameworks for Tie-Oriented and Actor-Oriented Relational Event Models	+637%
18	nmathopencl 'OpenCL'-Ported R 'Mathlib' for GPU-Accelerated Packages	+496%
19	tern Create Common TLGs Used in Clinical Trials	+468%
20	epigraphdb Interface Package for the 'EpiGraphDB' Platform	+468%

Biggest debuts

1	jpmap Japan Maps with Insets for Okinawa and Ogasawara	577
2	ahpsurvey Analytic Hierarchy Process for Survey Data	551
3	derrick Export 'gtsummary' Tables with 'reporter'	511
4	ggsketch Grammar-Native Hand-Drawn Geoms for 'ggplot2'	463
5	muse Multiple Unobserved Sources of Error State Space Models	412
6	huggingfaceR Access 'Hugging Face' Models and Datasets	396
7	netify Tools for Network Data Workflows	393
8	reaborn Statistical Data Visualization, the 'seaborn' Way	387
9	DAST Spatio-Temporal Disaggregation for Maps with Changing Areal Boundaries	386
10	SDALGCP2 Discrete Log-Gaussian Cox Processes for Aggregated Disease Counts	385
11	proximetricsR Spectral Preprocessing and Chemometric Calibration of NIR Sensors	375
12	shrinkr Modular Bayesian Hierarchical Shrinkage Models	360
13	apifetch Token-Authenticated REST API Retrieval Toolkit	356
14	araponga Estimate 3D Orientations from 2D Landmarks	351
15	bqmm Bayesian Multilevel Quantile Regression	343
16	bitriad Triadic Analysis of Affiliation Networks	340
17	actiread Baseline Package for Reading Actigraphy and Activity Data	326
18	WSPsignal Weibull Shape Parameter Tests for Signal Detection	323
19	Saylac Spatial Analysis of Yearly, Longitudinal, and Areal Change	323
20	testflow A Workflow for Statistical Testing, Interpretation, and 'ggplot2'-Based Visualization	322

Ecosystem health

2,452

Newly flagged

1,649

Recovered

-803

Net

Notable

Recovered from check failures (ERROR → OK)

Major version jumps

bedrockbio 1.4.0→2.0.0 cppally 0.1.0→1.0.0 gatoRs 1.0.2→2.0.0 OUwie 2.10→3.0.2 mcptools 0.2.1→1.0.0 cohortBuilder 0.4.0→1.0.0 rstatix 0.7.3→1.0.0 progressr 0.19.0→1.0.0 albersdown 1.0.0→2.0.0 treestructure 0.7.0→1.0.1 easyRasch2 0.8.0→1.0.0 geneNR 2.0.1→3.0.0 GLmom 1.3.1→2.0.0 treedater 1.0.2→2.0.0 ggpmisc 0.7.0→1.0.0 shinyCohortBuilder 0.4.0→1.0.0 ggpubr 0.6.3→1.0.0 ggblanket 20.0.0→21.0.0 grainscape 0.5.0→1.0.0 weird 2.1.0→3.0.0

First-time CRAN authors

Mohammad Abbas Mohamed Abushosha Emily Ball Frederic Brioude Raul Capellan Francesco Cecere Ha Eun Choi Nicolae Cudlenco Gergo Dioszegi Cassy Dorff ×2 Alex Farach Jiayao Gan Colin Henry Khalid Islam Rebecca Kurtz-Garcia Yuxia Liang Alba Llabrés Daniela Lührsen ×3 Rebeca Nunes Xulin Pan