2025 in CRAN

Final

2,149

New packages

7,640

Updated

Archived

2394.3M

Downloads

New packages (60+)

creepyalien Puzzle Game for the R Console	2025-01-07
DNNSIM Single-Index Neural Network for Skewed Heavy-Tailed Data	2025-01-07
Certara.RsNLME.ModelExecutor Execute Pharmacometric Models Using 'shiny'	2025-01-07
MuPETFlow Multiple Ploidy Estimation Tool for all Species Compatible with Flow Cytometry	2025-01-07
WIPF Weighted Iterative Proportional Fitting	2025-01-07
cpp11bigwig Read bigWig and bigBed Files	2025-01-07
ritalic Interface to the ITALIC Database of Lichen Biodiversity	2025-01-07
utf8ify Format Text Using Unicode	2025-01-07
shinybody An Interactive Anatomography Widget for 'shiny'	2025-01-08
voronoifortune Voronoi Tessellation by Fortune Algorithm	2025-01-08
npiv Nonparametric Instrumental Variables Estimation and Inference	2025-01-08
drone Data for Data Visualisation Geometries Encyclopedia	2025-01-08
vegIndexCalc Vegetation Indices (VIs) Calculation for Remote Sensing Analysis	2025-01-08
rmlnomogram Construct Explainable Nomogram for a Machine Learning Model	2025-01-08
KOFM Test the Kronecker Product Structure in Tensor Factor Models	2025-01-08
MADMMplasso Multi Variate Multi Response ADMM with Interaction Effects	2025-01-08
MOODE Multi-Objective Optimal Design of Experiments	2025-01-08
archeofrag.gui Spatial Analysis in Archaeology from Refitting Fragments (GUI)	2025-01-08
cdid The Chained Difference-in-Differences	2025-01-08
dRiftDM Estimating (Time-Dependent) Drift Diffusion Models	2025-01-08
epiparameter Classes and Helper Functions for Working with Epidemiological Parameters	2025-01-08
learner Latent Space-Based Transfer Learning	2025-01-08
tidyprompt Prompt Large Language Models and Enhance Their Functionality	2025-01-08
pacta.multi.loanbook Run 'PACTA' on Multiple Loan Books Easily	2025-01-09
QAEnsemble Ensemble Quadratic and Affine Invariant Markov Chain Monte Carlo	2025-01-09
IVCor A Robust Integrated Variance Correlation	2025-01-09
bayesestdft Estimating the Degrees of Freedom of the Student's t-Distribution under a Bayesian Framework	2025-01-09
ColombiAPI Access Colombian Data via APIs and Curated Datasets	2025-01-09
RLescalation Optimal Dose Escalation Using Deep Reinforcement Learning	2025-01-09
VARcpDetectOnline Sequential Change Point Detection for High-Dimensional VAR Models	2025-01-09
collett Datasets from "Modelling Survival Data in Medical Research" by Collett	2025-01-09
ellmer Chat with Large Language Models	2025-01-09
hydReng Hydraulic Engineering Tools	2025-01-09
invivoPKfit Fits Toxicokinetic Models to In Vivo PK Data Sets	2025-01-09
jetty Execute R in a 'Docker' Context	2025-01-09
HEssRNA Heritability-Based Estimation of Sample Size for RNA-Seq Data	2025-01-10
DHSr Create Large Scale Repeated Regression Summary Statistics Dataset and Visualization Seamlessly	2025-01-10
linevis Interactive Time Series Visualizations	2025-01-10
S4DM Small Sample Size Species Distribution Modeling	2025-01-10
dcsvm Density Convoluted Support Vector Machines	2025-01-10
CMHSU Mental Health Status, Substance Use Status and their Concurrent Status in North American Healthcare Administrative Databases	2025-01-10
BerkeleyForestsAnalytics Compute and Summarize Core Forest Metrics from Field Data	2025-01-10
exams.forge.data Sample and Precomputed Data for Use with 'exams.forge'	2025-01-10
geneviewer Gene Cluster Visualizations	2025-01-10
gsaot Compute Global Sensitivity Analysis Indices Using Optimal Transport	2025-01-10
simulist Simulate Disease Outbreak Line List and Contacts Data	2025-01-10
idiffomix Integrated Differential Analysis of Multi Omics Data using a Joint Mixture Model	2025-01-13
sequenceR A Simple Sequencer for Data Sonification	2025-01-13
bnns Bayesian Neural Network with 'Stan'	2025-01-13
plug Secure and Intuitive Access to 'Plug' Interface	2025-01-13
FactorHet Estimate Heterogeneous Effects in Factorial Experiments Using Grouping and Sparsity	2025-01-13
dfeR Common Department for Education Analysis Tasks	2025-01-13
fastrerandomize Hardware-Accelerated Rerandomization for Improved Balance	2025-01-13
mlr3inferr Inference on the Generalization Error	2025-01-13
priorityelasticnet Comprehensive Analysis of Multi-Omics Data Using an Offset-Based Method	2025-01-13
urlparse Fast Simple URL Parser	2025-01-13
viafoundry R Client for 'Via Foundry' API	2025-01-13
OpenRange Code to Access Open Access Species Range Maps	2025-01-14
bitstreamio Read and Write Bits from Files, Connections and Raw Vectors	2025-01-14
pudu C++ Tools for Cleaning Strings	2025-01-14

Downloads

2394.3M

Total downloads

+17.2%

vs prior period

Most downloaded

1	ggplot2 Create Elegant Data Visualisations Using the Grammar of Graphics	21.3M
2	rlang Functions for Base Types and Core R and 'Tidyverse' Features	20.9M
3	cli Helpers for Developing Command Line Interfaces	19.6M
4	dplyr A Grammar of Data Manipulation	19.5M
5	lifecycle Manage the Life Cycle of your Package Functions	18.2M
6	tibble Simple Data Frames	17.6M
7	glue Interpreted String Literals	17.1M
8	vctrs Vector Helpers	16.6M
9	jsonlite A Simple and Robust JSON Parser and Generator for R	16.3M
10	Rcpp Seamless R and C++ Integration	15.9M
11	R6 Encapsulated Classes with Reference Semantics	15.7M
12	magrittr A Forward-Pipe Operator for R	15.6M
13	pillar Coloured Formatting for Columns	15.4M
14	withr Run Code 'With' Temporarily Modified Global State	15.4M
15	rmarkdown Dynamic Documents for R	15.3M
16	tidyverse Easily Install and Load the 'Tidyverse'	15.1M
17	purrr Functional Programming Tools	14.9M
18	scales Scale Functions for Visualization	14.6M
19	curl A Modern and Flexible Web Client for R	14.5M
20	ragg Graphic Devices Based on AGG	14.3M

Fastest growing

1	otel OpenTelemetry R API	+999%+
2	snowflakeauth Authentication Helpers for 'Snowflake'	+999%+
3	zigg Lightweight Interfaces to the 'Ziggurat' Pseudo Random Number Generator	+999%+
4	tailor Iterative Steps for Postprocessing Model Predictions	+999%+
5	RcppPlanc Parallel Low-Rank Approximation with Nonnegativity Constraints	+999%+
6	watcher Watch the File System for Changes	+999%+
7	AgePopDenom Model Fine-Scale Age-Structured Population Data using Open-Source Data	+999%+
8	sanba Fitting Shared Atoms Nested Models via MCMC or Variational Bayes	+999%+
9	priorityelasticnet Comprehensive Analysis of Multi-Omics Data Using an Offset-Based Method	+999%+
10	ellmer Chat with Large Language Models	+999%+
11	fluxtools A 'shiny' App for Reproducible QA/QC of Eddy Covariance Data	+999%+
12	BayesChange Bayesian Methods for Change Point Analysis	+999%+
13	mlr3inferr Inference on the Generalization Error	+999%+
14	readepi Read Data from Relational Database Management Systems and Health Information Systems	+999%+
15	mini007 Lightweight Framework for Orchestrating Multi-Agent Large Language Models	+999%+
16	otelsdk R SDK and Exporters for OpenTelemetry	+999%+
17	connectcreds Manage 'OAuth' Credentials from 'Posit Connect'	+999%+
18	contentanalysis Scientific Content and Citation Analysis from PDF Documents	+999%+
19	Rdatasets Access Datasets from the Rdatasets Archive	+999%+
20	lavaan.mi Fit Structural Equation Models to Multiply Imputed Data	+999%+

Biggest debuts

1	otel OpenTelemetry R API	1.6M
2	snowflakeauth Authentication Helpers for 'Snowflake'	306.9K
3	zigg Lightweight Interfaces to the 'Ziggurat' Pseudo Random Number Generator	206.5K
4	tailor Iterative Steps for Postprocessing Model Predictions	171.5K
5	RcppPlanc Parallel Low-Rank Approximation with Nonnegativity Constraints	138K
6	watcher Watch the File System for Changes	113.4K
7	AgePopDenom Model Fine-Scale Age-Structured Population Data using Open-Source Data	109.8K
8	sanba Fitting Shared Atoms Nested Models via MCMC or Variational Bayes	96.5K
9	priorityelasticnet Comprehensive Analysis of Multi-Omics Data Using an Offset-Based Method	91.2K
10	ellmer Chat with Large Language Models	82.7K
11	fluxtools A 'shiny' App for Reproducible QA/QC of Eddy Covariance Data	62.9K
12	BayesChange Bayesian Methods for Change Point Analysis	56.2K
13	mlr3inferr Inference on the Generalization Error	54.3K
14	readepi Read Data from Relational Database Management Systems and Health Information Systems	44.9K
15	mini007 Lightweight Framework for Orchestrating Multi-Agent Large Language Models	44.2K
16	otelsdk R SDK and Exporters for OpenTelemetry	42.1K
17	connectcreds Manage 'OAuth' Credentials from 'Posit Connect'	41.2K
18	contentanalysis Scientific Content and Citation Analysis from PDF Documents	39.6K
19	Rdatasets Access Datasets from the Rdatasets Archive	39K
20	lavaan.mi Fit Structural Equation Models to Multiply Imputed Data	33.3K

Notable

Major version jumps

SUMMER 1.4.0→2.0.0 igr 0.2.0→1.0.0 rice 0.4.0→1.0.0 highs 0.1-10→1.9.0-1 mirai 1.3.1→2.0.0 pomp 5.11→6.1 qfa 3.1→4.0 spphpr 0.1.4→1.0.0 aelab 0.4.0→1.0.1 aihuman 0.1.0→1.0.0 datadriftR 0.0.1→1.0.0 distantia 1.0.2→2.0.0 footBayes 0.2.0→1.0.0 nls.multstart 1.3.0→2.0.0 NNS 10.9.6→11.0 datawizard 0.13.0→1.0.0 saros.base 0.2.1→1.0.0 rbiom 1.0.3→2.0.7 startupmsg 0.9.7→1.0.0 growthPheno 2.1.25→3.1.10

First-time CRAN authors

Matteo Conti Luca Di Nuzzo Gilles Fischer Luana Francesconi Gabriele Gheza Cintia Gómez-Muñoz Stefano Martellos Alice Musina Juri Nascimbene Pier Luigi Nimis Chiara Pistocchi Peter Prevos Shijie Wang Theophilus Quachie Asenso Christophe Bellégo Timothy Christensen ×2 Joel Cuerrier Vincent Dortet-Bernadet Olga Egorova Steven Fortune