Q4 2024 in CRAN

Final

Part of 2024.

464

New packages

2,065

Updated

Archived

554.3M

Downloads

New packages (60+)

SoilManageR Calculate Soil Management Indicators for Agricultural Practice Assessment	2024-10-01
contrastable Consistent Contrast Coding for Factors	2024-10-01
webdav A Simple Interface for Interacting with 'WebDAV' Servers	2024-10-01
ISCA Compare Heterogeneous Social Groups	2024-10-02
ai Build, Predict and Analyse Artificial Intelligence Models	2024-10-02
SOMMD Self Organising Maps for the Analysis of Molecular Dynamics Data	2024-10-02
acoRn Exclusion-Based Parentage Assignment Using Multilocus Genotype Data	2024-10-02
midoc A Decision-Making System for Multiple Imputation	2024-10-02
stepcount Estimate Step Counts from 'Accelerometry' Data	2024-10-02
mabacR Assisting Decision Makers	2024-10-02
CIpostSelect Confidence Interval Post-Selection of Variable	2024-10-02
CompositionalRF Multivariate Random Forest with Compositional Responses	2024-10-02
autogam Automate the Creation of Generalized Additive Models (GAMs)	2024-10-02
depCensoring Statistical Methods for Survival Data with Dependent Censoring	2024-10-02
epizootic Spatially Explicit Population Models of Disease Transmission in Wildlife	2024-10-02
ggcompare Mean Comparison in 'ggplot2'	2024-10-02
ggview 'ggplot2' Picture Previewer	2024-10-02
microinverterdata Collect your Microinverter Data	2024-10-02
GFDrmtl Multiple RMTL-Based Tests for Competing Risks Data in General Factorial Designs	2024-10-03
conditionalProbNspades Conditional Probabilities of Distributions Across Hearts Hands	2024-10-03
r6qualitytools R6-Based Statistical Methods for Quality Science	2024-10-03
FTSgof White Noise and Goodness-of-Fit Tests for Functional Time Series	2024-10-03
PvSTATEM Reading, Quality Control and Preprocessing of MBA (Multiplex Bead Assay) Data	2024-10-03
RLoptimal Optimal Adaptive Allocation Using Deep Reinforcement Learning	2024-10-03
extrasteps More Miscellaneous Steps for the 'recipes' Package	2024-10-03
spStack Bayesian Geostatistics Using Predictive Stacking	2024-10-03
staccuracy Standardized Accuracy and Other Model Performance Metrics	2024-10-03
openappr Retrieve App Data from 'OpenAppBuilder'	2024-10-04
BTTL Bradley-Terry Transfer Learning	2024-10-04
AlignLV Multiple Group Item Response Theory Alignment Helpers for 'lavaan' and 'mirt'	2024-10-04
extrememix Bayesian Estimation of Extreme Value Mixture Models	2024-10-04
gofreg Bootstrap-Based Goodness-of-Fit Tests for Parametric Regression	2024-10-04
MDDC Modified Detecting Deviating Cells Algorithm in Pharmacovigilance	2024-10-04
mappeR Construct Mapper Graphs for Topological and Exploratory Data Analysis	2024-10-04
shrinkem Approximate Bayesian Regularization for Parsimonious Estimates	2024-10-05
GTbasedIM Game Theory-Based Influence Measures	2024-10-07
heckmanGE Estimation and Inference for Heckman Selection Models with Cluster-Robust Variance	2024-10-07
CDsampling Constrained Sampling in Paid Research Studies	2024-10-07
oglcnac Processing and Analysis of 'O-GlcNAcAtlas' Data	2024-10-07
opendataformat Reading and Writing Open Data Format Files	2024-10-07
serosv Model Infectious Disease Parameters from Serosurveys	2024-10-07
usdatasets A Comprehensive Collection of U.S. Datasets	2024-10-08
tvtools Comprehensive Tools for Panel Data Analysis - 'tvtools'	2024-10-08
eDNAjoint Joint Modeling of Traditional and Environmental DNA Survey Data in a Bayesian Framework	2024-10-08
spheredata Students' Performance Dataset in Physics Education Research (SPHERE)	2024-10-08
REN Regularization Ensemble for Robust Portfolio Optimization	2024-10-10
Certara.VPCResults Generate Visual Predictive Checks (VPC) Using 'shiny'	2024-10-10
autometric Background Resource Logging	2024-10-10
gerefer Preparer of Main Scientific References for Automatic Insertion in Academic Papers	2024-10-10
tidyllm Tidy Integration of Large Language Models	2024-10-10
roseRF ROSE Random Forests for Robust Semiparametric Efficient Estimation	2024-10-11
WQM Wavelet-Based Quantile Mapping for Postprocessing Numerical Weather Predictions	2024-10-11
mycaas My Computerized Adaptive Assessment	2024-10-11
sapo Spatial Association of Different Types of Polygon	2024-10-11
Kifidi Summary Table and Means Plots	2024-10-11
data.table.threads Analyze Multi-Threading Performance for 'data.table' Functions	2024-10-11
neutrostat Neutrosophic Statistics	2024-10-11
openrouteservice An 'openrouteservice' API Client	2024-10-11
pPCA Partial Principal Component Analysis of Partitioned Large Sparse Matrices	2024-10-11
plmmr Penalized Linear Mixed Models for Correlated Data	2024-10-11

Archived / removed

Why

23 issues were not corrected despite reminders
18 issues were not corrected in time
10 email to the maintainer is undeliverable
10 issues were not corrected despite reminders. Issues in DESCRIPTION 'Authors@R'
4 policy violation. On Internet access
3 requires archived package 'lassoshooting'
2 requires archived package 'sdpt3r'
2 the maintainer's request

phyloclim issues were not corrected in time	2024-12-16
erfe issues were not corrected in time	2024-12-12
srlTS issues were not corrected in time	2024-12-12
DWLasso email to the maintainer is undeliverable	2024-12-04
dyncomp email to the maintainer is undeliverable	2024-12-04
genular from policy violation. On Internet access	2024-12-04
hypersampleplan email to the maintainer is undeliverable	2024-12-04
icsw email to the maintainer is undeliverable	2024-12-04
pfa email to the maintainer is undeliverable	2024-12-04
FuzzyStatTraEOO issues were not corrected despite reminders	2024-12-03
bayesGAM issues were not corrected despite reminders	2024-12-03
googleCloudRunner issues were not corrected despite reminders	2024-12-03
pkgmaker issues were not corrected despite reminders	2024-12-03
GPIC the maintainer's request	2024-11-28
rgeoboundaries multiple policy violations. On Internet access. Spamming personal address of team member in HTML. <team@geoboundaries.org> distributes notifications without permission	2024-11-26
MetaLonDA issues were not corrected in time. Requires BioC package no longer available as of BioC 3.20	2024-11-25
PlaneGeometry requires archived package 'sdpt3r'	2024-11-25
edmcr requires archived package 'sdpt3r'	2024-11-25
sdpt3r issues were not corrected despite reminders	2024-11-25
diffudist policy violation. On Internet access	2024-11-23
geoidep policy violation. On Internet access	2024-11-23
merlin email to the maintainer is undeliverable	2024-11-22
fedregs policy violation. On Internet access	2024-11-21
ResearchAssociate policy violation. On Internet access	2024-11-20
MXM repeated policy violation	2024-11-19
HTSSIP issues were not corrected in time	2024-11-18
BBSSL issues were not corrected despite reminders	2024-11-11
DynamicGP issues were not corrected despite reminders	2024-11-11
EBglmnet issues were not corrected despite reminders	2024-11-11
EDMeasure issues were not corrected despite reminders	2024-11-11
FLLat issues were not corrected despite reminders	2024-11-11
Rgb issues were not corrected despite reminders	2024-11-11
compHclust issues were not corrected despite reminders	2024-11-11
depmix issues were not corrected despite reminders	2024-11-11
fastdigest issues were not corrected despite reminders	2024-11-11
iRafNet issues were not corrected despite reminders	2024-11-11
icrf issues were not corrected despite reminders	2024-11-11
kdpee issues were not corrected despite reminders	2024-11-11
topmodel issues were not corrected despite reminders	2024-11-11
TOmicsVis issues were not corrected in time	2024-11-09
flowr requires archived package 'params'	2024-11-07
good email to the maintainer is undeliverable	2024-11-07
translated email to the maintainer is undeliverable	2024-11-07
EurosarcBayes issues were not corrected in time	2024-11-06
GUIDE issues were not corrected in time	2024-11-06
MOSS issues were not corrected in time	2024-11-06
CRF issues were not corrected despite reminders	2024-11-05
Corbi requires archived package 'CRF'	2024-11-05
CoronaNetR issues were not corrected despite reminders	2024-11-04
PRISMAstatement issues were not corrected despite reminders. Issues in DESCRIPTION 'Authors@R'	2024-11-04
SecDim issues were not corrected despite reminders. Issues in DESCRIPTION 'Authors@R'	2024-11-04
Thermistor issues were not corrected despite reminders. Issues in DESCRIPTION 'Authors@R'	2024-11-04
clusterCons issues were not corrected despite reminders. Issues in DESCRIPTION 'Authors@R'	2024-11-04
datagovsgR repeated policy violation. On Internet access;	2024-11-04
hansard issues were not corrected despite reminders. Issues in DESCRIPTION 'Authors@R'	2024-11-04
idmodelr issues were not corrected despite reminders. Issues in DESCRIPTION 'Authors@R'	2024-11-04
neuronorm issues were not corrected despite reminders. Issues in DESCRIPTION 'Authors@R'	2024-11-04
orcutt issues were not corrected despite reminders. Issues in DESCRIPTION 'Authors@R'	2024-11-04
physiology issues were not corrected despite reminders. Issues in DESCRIPTION 'Authors@R'	2024-11-04
plantecowrap issues were not corrected despite reminders. Issues in DESCRIPTION 'Authors@R'	2024-11-04

Downloads

554.3M

Total downloads

+13.7%

vs prior period

Most downloaded

1	rlang Functions for Base Types and Core R and 'Tidyverse' Features	5.2M
2	ggplot2 Create Elegant Data Visualisations Using the Grammar of Graphics	5.1M
3	dplyr A Grammar of Data Manipulation	5M
4	cli Helpers for Developing Command Line Interfaces	4.9M
5	lifecycle Manage the Life Cycle of your Package Functions	4.9M
6	glue Interpreted String Literals	4.6M
7	vctrs Vector Helpers	4.5M
8	tibble Simple Data Frames	4M
9	jsonlite A Simple and Robust JSON Parser and Generator for R	4M
10	Rcpp Seamless R and C++ Integration	3.9M
11	tidyverse Easily Install and Load the 'Tidyverse'	3.9M
12	pillar Coloured Formatting for Columns	3.9M
13	withr Run Code 'With' Temporarily Modified Global State	3.8M
14	magrittr A Forward-Pipe Operator for R	3.8M
15	R6 Encapsulated Classes with Reference Semantics	3.6M
16	fansi ANSI Control Sequence Aware String Functions	3.5M
17	utf8 Unicode Text Processing	3.5M
18	xfun Supporting Functions for Packages Maintained by 'Yihui Xie'	3.5M
19	scales Scale Functions for Visualization	3.5M
20	stringr Simple, Consistent Wrappers for Common String Operations	3.4M

Fastest growing

1	maicplus Matching Adjusted Indirect Comparison	+999%+
2	topics Creating and Significance Testing Language Features for Visualisation	+999%+
3	survMisc	+999%+
4	ggtangle Draw Network with Data	+999%+
5	tidyplots Tidy Plots for Scientific Papers	+999%+
6	autometric Background Resource Logging	+999%+
7	templateICAr Estimate Brain Networks and Connectivity with ICA and Empirical Priors	+999%+
8	tseriesTARMA Analysis of Nonlinear Time Series Through Threshold Autoregressive Moving Average Models (TARMA) Models	+999%+
9	panelr Regression Models and Utilities for Repeated Measures and Panel Data	+999%+
10	deeptimedata Geologic Pattern Data from FGDC Used in 'deeptime'	+999%+
11	mall Run Multiple Large Language Model Predictions Against a Table, or Vectors	+999%+
12	webdav A Simple Interface for Interacting with 'WebDAV' Servers	+999%+
13	diceplot High Dimensional Categorical Data Visualization	+999%+
14	AdverseEvents 'shiny' Application for Adverse Event Analysis of 'OnCore' Data	+999%+
15	mappeR Construct Mapper Graphs for Topological and Exploratory Data Analysis	+999%+
16	PvSTATEM Reading, Quality Control and Preprocessing of MBA (Multiplex Bead Assay) Data	+999%+
17	pikchr R Wrapper for 'pikchr' (PIC) Diagram Language	+999%+
18	ntfy Lightweight Wrapper to the 'ntfy.sh' Service	+999%+
19	data.table.threads Analyze Multi-Threading Performance for 'data.table' Functions	+999%+
20	abima Adaptive Bootstrap Inference for Mediation Analysis with Enhanced Statistical Power	+999%+

Biggest debuts

1	maicplus Matching Adjusted Indirect Comparison	20K
2	topics Creating and Significance Testing Language Features for Visualisation	11.7K
3	tidyplots Tidy Plots for Scientific Papers	4.5K
4	autometric Background Resource Logging	4.5K
5	deeptimedata Geologic Pattern Data from FGDC Used in 'deeptime'	2.1K
6	mall Run Multiple Large Language Model Predictions Against a Table, or Vectors	1.7K
7	webdav A Simple Interface for Interacting with 'WebDAV' Servers	1.6K
8	diceplot High Dimensional Categorical Data Visualization	1.6K
9	AdverseEvents 'shiny' Application for Adverse Event Analysis of 'OnCore' Data	1.6K
10	mappeR Construct Mapper Graphs for Topological and Exploratory Data Analysis	1.6K
11	PvSTATEM Reading, Quality Control and Preprocessing of MBA (Multiplex Bead Assay) Data	1.5K
12	ntfy Lightweight Wrapper to the 'ntfy.sh' Service	1.5K
13	data.table.threads Analyze Multi-Threading Performance for 'data.table' Functions	1.5K
14	abima Adaptive Bootstrap Inference for Mediation Analysis with Enhanced Statistical Power	1.5K
15	usdatasets A Comprehensive Collection of U.S. Datasets	1.4K
16	plotthis High-Level Plotting Built Upon 'ggplot2' and Other Plotting Packages	1.4K
17	ggpca Publication-Ready PCA, t-SNE, and UMAP Plots	1.4K
18	tidyllm Tidy Integration of Large Language Models	1.4K
19	MedDataSets Comprehensive Medical, Disease, Treatment, and Drug Datasets	1.4K
20	microinverterdata Collect your Microinverter Data	1.3K

Notable

Major version jumps

BinGSD 0.0.1→1.1 CommonDataModel 0.2.0→1.0.1 MAMS 2.0.2→3.0.0 apt 3.0→4.0 vectorsurvR 0.2.0→1.2.1 BATSS 0.7.14→1.0.0 Umoments 0.1.1→1.0.1 matlib 0.9.8→1.0.0 secr 4.6.10→5.0.0 ResIN 1.1.0→2.0.0 cmmr 0.1.2→1.0.3 tidyplate 1.1.0→2.0.0 FRB 1.8→2.0-1 mappeR 0.1.5→1.0.0 oaqc 1.0→2.0.0 Rgof 1.2.2→2.1.0 konfound 0.5.1→1.0.1 pubh 1.3.7→2.0.0 LatticeKrig 8.4→9.3.0 path.chain 0.2.0→1.0.0

First-time CRAN authors

Olivier Heller Thomas Sostarics Hugo Vasconcelos ×21 Raphaël Wittwer James Carpenter Rosie Cornish Gilles Crommen Elinor Curnow Myrthe D'Haen Boubacar DIALLO Lucas Drouhot Jon Heron Erik Lindahl Stefano Motta Alessandro Pandini Aristotelis Papageorgiou Nikos Pechlivanis Fotis Psomopoulos Adam Slabadack Marion Späth