March 2025 in CRAN

Final

Part of Q1 2025 and 2025.

169

New packages

1,016

Updated

Archived

200M

Downloads

New packages (60+)

sakura Extension to R Serialization	2025-03-03
Certara.ModelResults Generate Diagnostics for Pharmacometric Models Using 'shiny'	2025-03-03
CMIP6VisR Visualization and Analysis of Coupled Model Intercomparison Project, Phase-6 (CMIP6) Hydroclimatic Data	2025-03-03
rconf Minimal and Lightweight Configuration Tool	2025-03-03
IndexNumberTools Working with Index Numbers	2025-03-03
deltatest Statistical Hypothesis Testing Using the Delta Method	2025-03-03
maths.genealogy Mathematics PhD Genealogy Data and Plotting	2025-03-03
mbX A Comprehensive Microbiome Data Processing Pipeline	2025-03-03
penetrance Methods for Penetrance Estimation in Family-Based Studies	2025-03-03
rmsMD Output Results from 'rms' Models for Medical Journals	2025-03-03
Domean Distributed Online Mean Tests	2025-03-04
likelihoodTools Managing Results from Maximum Likelihood Estimation	2025-03-04
Characterization Implement Descriptive Studies Using the Common Data Model	2025-03-04
MHQoL Mental Health Quality of Life Toolkit	2025-03-04
dda Direction Dependence Analysis	2025-03-04
mixtree A Statistical Framework for Comparing Sets of Trees	2025-03-05
PhenoSpectra Multispectral Data Analysis and Visualization	2025-03-05
connected Visualize and Improve Connectedness of Factors in Tables	2025-03-05
RHC Rangeland Health and Condition	2025-03-05
revise Dynamic Revision Letters for 'Rmarkdown' Manuscripts	2025-03-05
ebm Explainable Boosting Machines	2025-03-05
MetabolSSMF Simplex-Structured Matrix Factorisation for Metabolomics Analysis	2025-03-05
ApplyPolygenicScore Utilities for the Application of a Polygenic Score to a VCF	2025-03-05
BiVariAn Bivariate Automatic Analysis	2025-03-05
RplotterPkg R Plotting Functions Using 'ggplot2'	2025-03-05
ecotrends Temporal Trends in Ecological Niche Models	2025-03-05
hatchR Predict Fish Hatch and Emergence Timing	2025-03-05
nemsqar National Emergency Medical Service Quality Alliance Measure Calculations	2025-03-05
pintervals Model Agnostic Prediction Intervals	2025-03-05
actfts Autocorrelation Tools Featured for Time Series	2025-03-06
ROKET Optimal Transport-Based Kernel Regression	2025-03-06
CSeQTL Cell Type-Specific Expression Quantitative Trait Loci Mapping	2025-03-06
uisapi Access the UNESCO Institute for Statistics API	2025-03-06
transformerForecasting Transformer Deep Learning Model for Time Series Forecasting	2025-03-07
shinyTimer Customizable Timer for 'shiny' Applications	2025-03-07
tidyklips Load Korea Labor & Income Panel Study (KLIPS) Data as Data Frames	2025-03-07
ParamANOVA Fully Parameterizable ANOVA Tests	2025-03-07
prmisc Miscellaneous Printing of Numeric and Statistical Output in R Markdown and Quarto Documents	2025-03-07
Certara.DarwinReporter Data Visualization Utilities for 'pyDarwin' Machine Learning Pharmacometric Model Development	2025-03-07
BacenAPI Data Collection from the Central Bank of Brazil	2025-03-07
SerolyzeR Reading, Quality Control and Preprocessing of MBA (Multiplex Bead Assay) Data	2025-03-07
facilityepimath Analyze Mathematical Models of Healthcare Facility Transmission	2025-03-07
pQTLdata A Collection of Proteome Panels and Metadata	2025-03-07
vecmatch Generalized Propensity Score Estimation and Matching for Multiple Groups	2025-03-07
xlr Create Table Summaries and Export Neat Tables to 'Excel'	2025-03-07
lavaan.mi Fit Structural Equation Models to Multiply Imputed Data	2025-03-10
DRclass Consider Ambiguity in Probabilistic Descriptions Using Density Ratio Classes	2025-03-10
clayringsmiletus Clay Stacking Rings Found in Miletus (Data)	2025-03-10
MicrobialGrowth Estimates Growth Parameters from Models and Plots the Curve	2025-03-10
tabtibble Simplify Reporting Many Tables	2025-03-10
brandr Brand Identity Management Using brand.yml Standard	2025-03-10
CNVreg CNV-Profile Regression for Copy Number Variants Association Analysis with Penalized Regression	2025-03-10
LGCU Implementation of Learning Gamma CUSUM (Cumulative Sum) Control Charts	2025-03-10
apm Averaged Prediction Models	2025-03-10
geneNR Automated Gene Identification for Post-GWAS and QTL Analysis	2025-03-10
gmwmx2 Estimate Functional and Stochastic Parameters of Linear Models with Correlated Residuals and Missing Data	2025-03-10
jamba Just Analysis Methods Base	2025-03-10
PCpluS Piecewise Constant Plus Smooth Regression	2025-03-11
stors Step Optimised Rejection Sampling	2025-03-11
nimbleMacros Macros Generating 'nimble' Code	2025-03-11

Downloads

200M

Total downloads

+13.7%

vs prior period

Most downloaded

1	rlang Functions for Base Types and Core R and 'Tidyverse' Features	1.9M
2	cli Helpers for Developing Command Line Interfaces	1.8M
3	ggplot2 Create Elegant Data Visualisations Using the Grammar of Graphics	1.8M
4	dplyr A Grammar of Data Manipulation	1.7M
5	lifecycle Manage the Life Cycle of your Package Functions	1.6M
6	glue Interpreted String Literals	1.5M
7	jsonlite A Simple and Robust JSON Parser and Generator for R	1.5M
8	R6 Encapsulated Classes with Reference Semantics	1.5M
9	vctrs Vector Helpers	1.5M
10	curl A Modern and Flexible Web Client for R	1.4M
11	pillar Coloured Formatting for Columns	1.4M
12	withr Run Code 'With' Temporarily Modified Global State	1.4M
13	Rcpp Seamless R and C++ Integration	1.4M
14	tibble Simple Data Frames	1.3M
15	magrittr A Forward-Pipe Operator for R	1.3M
16	xfun Supporting Functions for Packages Maintained by 'Yihui Xie'	1.3M
17	tidyverse Easily Install and Load the 'Tidyverse'	1.3M
18	httr Tools for Working with URLs and HTTP	1.2M
19	purrr Functional Programming Tools	1.2M
20	knitr A General-Purpose Package for Dynamic Report Generation in R	1.2M

Fastest growing

1	ConnectednessApproach Connectedness Approach	+999%+
2	bioacoustics Analyse Audio Recordings and Automatically Extract Animal Vocalizations	+999%+
3	GenHMM1d Goodness-of-Fit for Zero-Inflated Univariate Hidden Markov Models	+999%+
4	warbleR Streamline Bioacoustic Analysis	+999%+
5	CAESAR.Suite CAESAR: a Cross-Technology and Cross-Resolution Framework for Spatial Omics Annotation	+999%+
6	fftw Fast FFT and DCT Based on the FFTW Library	+999%+
7	ibawds Functions and Datasets for the Data Science Course at IBAW	+999%+
8	LorMe Lightweight One-Line Resolving Microbial Ecology Program	+999%+
9	wallace A Modular Platform for Reproducible Modeling of Species Niches and Distributions	+999%+
10	litedown A Lightweight Version of R Markdown	+999%+
11	tabxplor User-Friendly Tables with Color Helpers for Data Exploration	+999%+
12	webutils Utility Functions for Developing Web Applications	+999%+
13	string2path	+999%+
14	NormalLaplace The Normal Laplace Distribution	+999%+
15	zigg Lightweight Interfaces to the 'Ziggurat' Pseudo Random Number Generator	+835%
16	sodium A Modern and Easy-to-Use Crypto Library	+776%
17	kknn Weighted k-Nearest Neighbors	+652%
18	dotty The Unpacking Dot Operator	+468%
19	investr Inverse Estimation/Calibration Functions	+333%
20	deeplr Interface to the 'DeepL' Translation API	+247%

Biggest debuts

1	lavaan.mi Fit Structural Equation Models to Multiply Imputed Data	835
2	jamba Just Analysis Methods Base	529
3	dda Direction Dependence Analysis	501
4	actfts Autocorrelation Tools Featured for Time Series	501
5	BacenAPI Data Collection from the Central Bank of Brazil	426
6	ecotrends Temporal Trends in Ecological Niche Models	386
7	MHQoL Mental Health Quality of Life Toolkit	379
8	revise Dynamic Revision Letters for 'Rmarkdown' Manuscripts	376
9	Characterization Implement Descriptive Studies Using the Common Data Model	371
10	prmisc Miscellaneous Printing of Numeric and Statistical Output in R Markdown and Quarto Documents	367
11	geneNR Automated Gene Identification for Post-GWAS and QTL Analysis	335
12	SerolyzeR Reading, Quality Control and Preprocessing of MBA (Multiplex Bead Assay) Data	322
13	rmsMD Output Results from 'rms' Models for Medical Journals	316
14	datapackage Creating and Reading Data Packages	308
15	BiVariAn Bivariate Automatic Analysis	305
16	Certara.ModelResults Generate Diagnostics for Pharmacometric Models Using 'shiny'	301
17	nemsqar National Emergency Medical Service Quality Alliance Measure Calculations	300
18	PhenoSpectra Multispectral Data Analysis and Visualization	293
19	JMbdirect Joint Model for Longitudinal and Multiple Time to Events Data	293
20	Certara.DarwinReporter Data Visualization Utilities for 'pyDarwin' Machine Learning Pharmacometric Model Development	291

Notable

Major version jumps

f1dataR 1.6.0→2.0.0 ijtiff 2.3.5→3.0.0 PanelMatch 2.2.0→3.0.0 learner 0.1.0→1.0.0 sars 1.3.7→2.0.0 dartR.base 0.98→1.0.5 rqti 0.3.0→1.0.0 tidysdm 0.9.5→1.0.0 ColOpenData 0.3.1→1.0.0 ClaimsProblems 0.2.1→1.0.0 EMC2 2.1.0→3.0.0 grafify 4.0.1→5.0.0 archeofrag.gui 0.1.0→1.0.0 laminr 0.4.1→1.0.0 oblicubes 0.1.2→1.0.0 weatherOz 1.0.0→2.0.0 BayesChange 1.1.2→2.0.0 hedgedrf 0.0.1→1.0.1 hexfont 0.5.1→1.0.0 qgcompint 0.7.0→1.0.0

First-time CRAN authors

Heba Abdelmoaty Konstantinos Andreadis Daisuke Ichikawa ×2 Georgios Kourounis Nicolas Kubista BayesMendel Lab Utsav Lamichhane Sol Rosito Kazuyuki Sano ×2 Miguel Serrano Samuel Tingle Megan Hirni Qianwen Liu Antonio Jesus Perez-Luque Wolfgang Wiedermann Raag Agrawal João Alírio Salvador Arenas-Castro João Campos Jhoselin Marian Castro-Rodriguez