Exploratory data analysis
SiteMethod, Exploratory data analysisMethod
Subjects and collections
Subjects are the site's own grouping of CRAN packages, found by clustering. Collections are sets of packages that communities declare, such as the tidyverse.
- Subjects
- Subjects are found by clustering the words of current CRAN packages and the packages they use. No one edits them by hand.
- Collections
- Collections are sets that communities declare, through a package that installs the set or an organization on GitHub. The site finds them by rules.
- Who made each
- Subjects are marked Site and collections Community. Subjects, collections and task views are never mixed in one list.
- The day of the data
- Subjects and collections were last worked out on 22 Oct 2026.
Packages that profile a data set automatically with summaries, missing value checks, outlier screens and preliminary plots.
Grouped by the site
- Packages
- 980 core
- Downloads
- 87,39230 days, one mirror
- Check problems
- 3of 98 checked
- In no task view
- 96of 98
Packages
Other packages 98
visdatPreliminary Visualisation of Data19,470 downloads, checks OK96% testedUsed by AutoEDArasterVisVisualization Methods for Raster Data6,349 downloads, checks OKno testsIts title names VisualizationHistDataData Sets from the History of Statistics and Data Visualization6,016 downloads, checks OKno testsIts title names VisualizationeasystatsFramework for Easy Statistical Modeling, Visualization, and Reporting5,793 downloads, checks OK35% testedIts title names VisualizationtreemapTreemap Visualization5,786 downloads, checks OKno testsIts title names VisualizationdatariumData Bank for Statistical Analysis and Visualization3,722 downloads, checks OK- tests not knownIts title names Visualizationleaflet.extras2Extra Functionality for 'leaflet' Package3,378 downloads, checks OK98% testedRepository topic: data-visualizationmldrExploratory Data Analysis and Manipulation of Multi-Label Data Sets1,919 downloads, checks with a note, CRAN deadline 2 Nov 20266% testedIts description mentions exploratory data and data analysissocvizUtilities and Data Sets for Data Visualization1,884 downloads, checks OKno testsIts title names VisualizationexploreSimplifies Exploratory Data Analysis1,856 downloads, checks OK41% testedIts description mentions exploratory data and data explorationggpicrust2Make 'PICRUSt2' Output Analysis and Visualization Easier1,380 downloads, checks OK69% testedIts title names VisualizationpavoPerceptual Analysis, Visualization and Organization of Spectral Colour Data1,123 downloads, checks OK60% testedIts title names VisualizationGWalkRInteractive Exploratory Data Analysis Tool939 downloads, checks OKno testsRepository topic: visualizationSmartEDASummarize and Explore the Data751 downloads, checks with a note38% testedRepository topic: exploratory-data-analysiscircumplexAnalysis and Visualization of Circular Data665 downloads, checks OK95% testedIts title names VisualizationbioRadBiological Analysis and Visualization of Weather Radar Data611 downloads, checks OK- tests not knownIts title names VisualizationloadeRLoad Data for Analysis System567 downloads, checks with a noteno testsUsed by discoveRgreenRGreen Index Quantification, Analysis and Visualization537 downloads, checks OK17% testedIts title names VisualizationaiRthermoAtmospheric Thermodynamics and Visualization523 downloads, checks OKno testsIts title names VisualizationsupportRSupport Functions for Wrangling and Visualization521 downloads, checks OK43% testedIts title names VisualizationtabulaAnalysis and Visualization of Archaeological Count Data520 downloads, checks OK36% testedIts title names VisualizationcorrelationfunnelSpeed Up Exploratory Data Analysis (EDA) with the Correlation Funnel505 downloads, checks with a note93% testedRepository topic: exploratory-data-analysisvectorsurvRData Access and Analytical Tools for 'VectorSurv' Users481 downloads, checks OK25% testedIts description mentions analysis visualizationLorMeLightweight One-Line Resolving Microbial Ecology Program478 downloads, checks OKno testsIts description mentions visualization and analyticalgenBaRcodeAnalysis and Visualization Tools for Genetic Barcode Data472 downloads, checks OK- tests not knownIts title names VisualizationrfriendProvides Batch Functions and Visualisation for Basic Statistical Procedures463 downloads, checks OK66% testedIts description mentions visualisation and statisticalstatquotesQuotes on Statistics, Data Visualization and Science457 downloads, checks OKno testsIts title names VisualizationvisvowVisible Vowels: Visualization of Vowel Variation457 downloads, checks OK7% testedIts title names VisualizationdiscoveRExploratory Data Analysis System450 downloads, checks OKno testsUses loadeRAnaliticaExploratory Data Analysis, Group Comparison Tools, and Other Procedures449 downloads, checks OK1% testedIts description mentions comparison and data explorationecanEcological Analysis and Visualization436 downloads, checks OK93% testedIts title names VisualizationPACVrPlastome Assembly Coverage Visualization435 downloads, checks OK- tests not knownIts title names VisualizationggEDATurnkey Visualisations for Exploratory Data Analysis429 downloads, checks OK92% testedIts description mentions exploratory data and data analysisbpBlood Pressure Analysis in R414 downloads, checks OKno testsIts description mentions visualizationcondvisConditional Visualization for Statistical Models414 downloads, checks OK4% testedIts title names VisualizationBioCroModular Crop Growth Simulations411 downloads, checks OK90% testedIts description mentions data visualizationopenSkiesRetrieval, Analysis and Visualization of Air Traffic Data406 downloads, checks OK16% testedIts title names VisualizationrumenGPRumen Gas Production Modeling, Comparison, and Visualization395 downloads, checks OK0% testedIts title names VisualizationRadOncAnalytical Tools for Radiation Oncology392 downloads, checks OKno testsIts description mentions visualization and statistical analysisABHgenotypeREasy Visualization of ABH Genotypes387 downloads, checks OKno testsIts title names VisualizationggDoubleHeatA Heatmap-Like Visualization Tool373 downloads, checks OKno testsIts title names VisualizationrecexcavAAR3D Reconstruction of Archaeological Excavations371 downloads, checks OK95% testedIts description mentions visualizationSeroTrackRSerology-Based Data Analysis and Visualization364 downloads, checks OKno testsIts title names VisualizationGarrettRankGarrett Ranking Analysis and Visualization362 downloads, checks OK0% testedIts title names VisualizationAutoVizAutomated Data Visualization and Exploratory Dashboarding360 downloads, checks OK98% testedIts title names VisualizationlandscapetoolsLandscape Utility Toolbox344 downloads, checks OK74% testedRepository topic: visualizationeyetoolsAnalyse Eye Data336 downloads, checks OK8% testedRepository topic: visualizationanalyzerData Analysis and Automated R Notebook Generation333 downloads, checks OKno testsIts description mentions data analysis and data explorationtidySummariesTidy Statistical Summaries for Exploratory Data Analysis323 downloads, checks OKno testsIts description mentions exploration and categoricalracelandPattern-Based Zoneless Method for Analysis and Visualization of Racial Topography322 downloads, checks with a note72% testedIts title names VisualizationOpenLandQuantitative Analysis and Visualization of LUCC321 downloads, checks OK98% testedIts title names VisualizationplotrrMaking Visual Exploratory Data Analysis with Nested Data Easier316 downloads, checks OKno testsIts description mentions exploratory data and data analysisdatplotPreparation of Object Dating Ranges for Density Plots (Aoristic Analysis)315 downloads, checks OK100% testedRepository topic: visualizationedarConvenient Functions for Exploratory Data Analysis309 downloads, checks OKno testsRepository topic: exploratory-data-analysistidyauditPipeline Audit Trails and Data Diagnostics for 'tidyverse' Workflows297 downloads, checks OK92% testedIts description mentions comparison and data analysisukbflowStreamlined Workflow for UK Biobank Data Extraction, Analysis, and Visualization296 downloads, a check error74% testedIts title names VisualizationOpen.Visualization.AcademyContent to Support Classes Taught Through the Open Visualization Academy292 downloads, checks OK91% testedIts title names VisualizationAutoEDAAutomatic Exploratory Data Analysis285 downloads, checks OK94% testedUses visdathierarchicalSetsSet Data Visualization Using Hierarchies283 downloads, checks with a noteno testsIts title names VisualizationcrosshapLocal Haplotype Clustering and Visualization281 downloads, checks OK89% testedIts title names VisualizationMBAnalysisMultiblock Exploratory and Predictive Data Analysis273 downloads, checks OKno testsIts description mentions exploratoryvDiveRVisualization of Viral Protein Sequence Diversity Dynamics272 downloads, checks OK29% testedIts title names VisualizationtelraamStatsRetrieval and Visualization of Mobility Data from 'Telraam' Sensors270 downloads, a check error7% testedIts title names VisualizationJNplotsVisualize Outputs from the 'Johnson-Neyman' Technique266 downloads, checks OK93% testedIts description mentions categorical and visualizationaspiAnalysis of Symmetry of Parasitic Infections264 downloads, checks with a note77% testedIts description mentions analysis visualizationspadaA 'shiny' Package for Data Analysis255 downloads, a check error60% testedIts description mentions data analysis and analysis exploratorydataProfilerRAutomated Exploratory Data Analysis and Dataset Profiling251 downloads, checks OK94% testedIts description mentions categorical and statisticsgg1dExploratory Data Analysis using Tiled One-Dimensional Graphics249 downloads, checks OK82% testedIts description mentions exploratory data and data analysisvisaVegetation Imaging Spectroscopy Analyzer248 downloads, checks OK3% testedIts description mentions analysis visualization and data analysisClusteredMutationsLocation and Visualization of Clustered Somatic Mutations243 downloads, checks OKno testsIts title names VisualizationdatacultExploratory Data Analysis for Public Policy Applied to Culture243 downloads, checks OKno testsLipinskiFiltersComputes and Visualize Lipinski's Parameters242 downloads, checks with a noteno testsIts description mentions plots and visualizationdetectXORXOR Pattern Detection and Visualization235 downloads, checks with a noteno testsIts title names VisualizationplutorUseful Functions for Visualization226 downloads, checks OK77% testedIts title names VisualizationnomiShapeVisualization and Analysis of Nominal Variable Distributions224 downloads, checks OKno testsIts title names VisualizationcryptoverseVisualization and Analytics for the Cryptoverse223 downloads, checks with a noteno testsIts title names VisualizationrglplusExtension of the 'rgl' 3D Visualization Package223 downloads, checks with a noteno testsIts title names VisualizationEDAForgeAutomatic Exploratory Data Analysis222 downloads, checks OK94% testedUses visdatScriptMapRR Script Visualization in Cytoscape221 downloads, checks with a noteno testsIts title names Visualizationgeoelectrics3D-Visualization of Geoelectric Resistivity Measurement Profiles219 downloads, checks with a note98% testedIts title names VisualizationPubMatrixRPubMed Pairwise Co-Occurrence Matrix Construction and Visualization219 downloads, checks OK91% testedIts title names VisualizationquadcleanRCleanup and Visualization of Quadrat Data217 downloads, checks with a note54% testedIts title names VisualizationrdiRepertoire Dissimilarity Index210 downloads, checks with a noteno testsIts description mentions visualizationCMIP6VisRVisualization and Analysis of Coupled Model Intercomparison Project, Phase-6 (CMIP6) Hydroclimatic Data209 downloads, checks OKno testsIts title names VisualizationHydroPonicsKHydroponic Data Analysis Tools209 downloads, checks OKno testsIts description mentions statistical and data explorationsuRface.analyticsStatistical Analysis and Visualization of Surface-Engineered Material Properties199 downloads, checks with a noteno testsIts title names VisualizationmeteoEVTComputation and Visualization of Energetic and Vortical Atmospheric Quantities193 downloads, checks with a noteno testsIts title names VisualizationervissexploreRetrieve and Explore ERVISS Respiratory Virus Surveillance Data191 downloads, checks OK78% testedIts description mentions visualization dataFormulRComprehensive Tools for Drug Formulation Analysis and Visualization187 downloads, checks with a noteno testsIts title names VisualizationisocubesVoxel Data Visualization with Isometric Cubes187 downloads, checks OK41% testedIts title names VisualizationvudcVisualization of Univariate Data for Comparison186 downloads, checks with a noteno testsIts title names VisualizationfrapplotAutomatic Data Processing and Visualization for FRAP185 downloads, checks with a noteno testsIts title names VisualizationPhenoSpectraMultispectral Data Analysis and Visualization180 downloads, checks OKno testsIts title names VisualizationExploreTheDataA Set of Tools for Exploratory Data Analysis179 downloads, checks OK83% testedIts description mentions categoricaljoinlessExploratory Analysis of Relationships Between Variables167 downloads, checks OK67% testedIts description mentions exploratory and data analysisRmoltGraphic Visualization of the Birds' Molt167 downloads, checks with a noteno testsIts title names VisualizationtimecheckerVisualization of Processing Time with Standard Output165 downloads, checks OK97% testedIts title names VisualizationdroneData for Data Visualisation Geometries Encyclopedia149 downloads, checks OKno testsIts description mentions data visualization