R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
DataVisualizations
View on CRAN: Click
here
Download and install DataVisualizations package within the R console
Install from CRAN:
install.packages("DataVisualizations")
Install from Github:
library("remotes")
install_github("cran/DataVisualizations") Install by package version:
library("remotes")
install_version("DataVisualizations", "1.4.0") Attach the package and use:
library("DataVisualizations")
Maintained by
Michael Thrun
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-30
Latest Update: 2025-01-26
Description:
Gives access to data visualisation methods that are relevant from the data scientist's point of view. The flagship idea of 'DataVisualizations' is the mirrored density plot (MD-plot) for either classified or non-classified multivariate data published in Thrun, M.C. et al.: "Analyzing the Fine Structure of Distributions" (2020), PLoS ONE, . The MD-plot outperforms the box-and-whisker diagram (box plot), violin plot and bean plot and geom_violin plot of ggplot2. Furthermore, a collection of various visualization methods for univariate data is provided. In the case of exploratory data analysis, 'DataVisualizations' makes it possible to inspect the distribution of each feature of a dataset visually through a combination of four methods. One of these methods is the Pareto density estimation (PDE) of the probability density function (pdf). Additionally, visualizations of the distribution of distances using PDE, the scatter-density plot using PDE for two variables as well as the Shepard density plot and the Bland-Altman plot are presented here. Pertaining to classified high-dimensional data, a number of visualizations are described, such as f.ex. the heat map and silhouette plot. A political map of the world or Germany can be visualized with the additional information defined by a classification of countries or regions. By extending the political map further, an uncomplicated function for a Choropleth map can be used which is useful for measurements across a geographic area. For categorical features, the Pie charts, slope charts and fan plots, improved by the ABC analysis, become usable. More detailed explanations are found in the book by Thrun, M.C.: "Projection-Based Clustering through Self-Organization and Swarm Intelligence" (2018) .
How to cite:
Michael Thrun (2018). DataVisualizations: Visualizations of High-Dimensional Data. R package version 1.4.0, https://cran.r-project.org/web/packages/DataVisualizations. Accessed 09 Mar. 2026.
Previous versions and publish date:
0.9.2 (2018-01-30 14:15), 1.0.0 (2018-05-06 17:34), 1.1.1 (2018-06-30 18:09), 1.1.4 (2018-10-22 07:40), 1.1.5 (2019-02-02 14:13), 1.1.6 (2019-03-08 13:43), 1.1.8 (2019-08-20 13:40), 1.1.9 (2019-11-10 16:40), 1.1.10 (2020-02-02 18:10), 1.1.11 (2020-02-13 18:50), 1.1.12 (2020-05-17 09:40), 1.2.0 (2020-08-04 18:34), 1.2.1 (2020-10-28 10:10), 1.2.2 (2021-01-12 18:10), 1.2.3 (2022-05-21 12:50), 1.3.0 (2023-06-06 23:20), 1.3.1 (2023-07-18 21:40), 1.3.2 (2023-10-10 10:10), 1.3.3 (2025-01-26 16:10), 1.3.5 (2025-08-25 01:40)
Other packages that cited DataVisualizations R package
View DataVisualizations citation profile
Other R packages that DataVisualizations depends,
imports, suggests or enhances
Complete documentation for DataVisualizations
Functions, R codes and Examples using
the DataVisualizations R package
Some associated functions: ABCbarplot . AccountingInformation_PrimeStandard_Q3_2019 . BimodalityAmplitude . ChoroplethPostalCodesAndAGS_Germany . Choroplethmap . ClassBoxPlot . ClassMDplot . ClassPDEplot . ClassPDEplotMaxLikeli . Classplot . CombineCols . Crosstable . DataVisualizations-package . DefaultColorSequence . DensityScatter . DualaxisClassplot . DualaxisLinechart . Fanplot . FundamentalData_Q1_2018 . GoogleMapsCoordinates . Heatmap . HeatmapColors . ITS . InspectBoxplots . InspectCorrelation . InspectDistances . InspectScatterplots . InspectStandardization . InspectVariable . JitterUniqueValues . Lsun3D . MAplot . MDplot . MDplot4multiplevectors . MTY . OptimalNoBins . PDEplot . PDEscatter . ParetoDensityEstimation . ParetoRadius . Piechart . Pixelmatrix . Plot3D . PlotMissingvalues . PlotProductratio . PmatrixColormap . QQplot . ShepardDensityScatter . Sheparddiagram . SignedLog . Silhouetteplot . Slopechart . SmoothedDensitiesXY . StatPDEdensity . Worldmap . categoricalVariable . inPSphere2D . stat_pde_density . world_country_polygons . zplot .
Some associated R codes: ABCbarplot.R . BimodalityAmplitude.R . Choroplethmap.R . ClassBoxPlot.R . ClassMDplot.R . ClassPDEplot.R . ClassPDEplotMaxLikeli.R . Classplot.R . CombineCols.R . Crosstable.R . DensityScatter.R . DrawWorldWithCls.R . DualaxisClassplot.R . DualaxisLinechart.R . Fanplot.R . GoogleMapsCoordinates.R . Heatmap.R . InspectBoxplots.R . InspectCorrelation.R . InspectDistances.R . InspectScatterplots.R . InspectStandardization.R . InspectVariable.R . JitterUniqueValues.R . MAplot.R . MDplot.R . MDplot4multiplevectors.R . OptimalNoBins.R . PDEplot.R . PDEscatter.R . ParetoDensityEstimation.R . ParetoRadius.R . Piechart.R . Pixelmatrix.R . Plot3D.R . PlotMissingvalues.R . PlotProductratio.R . QQplot.R . RcppExports.R . ShepardDensityScatter.R . Sheparddiagram.R . SignedLog.R . Silhouetteplot.R . Slopechart.R . SmoothedDensitiesXY.R . Worldmap.R . bimodal.R . checkCls.R . checkFeature.R . inPSphere2D.R . internpiechart.R . smooth1D.R . stat_pde_density.R . zplot.R . Full DataVisualizations package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
pooling
Functions for calculating power and fitting regression models in studies where a biomarker is measur ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Dane R. Van Domelen (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
ggblanket
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper
functions. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Hodge (view profile)
Rgb
Classes and methods to efficiently handle (slice, annotate, draw ...) genomic features (such as gene ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Sylvain Mareschal (view profile)
rzentra
Provides functionality to read settings, statuses and readings of
weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Eduard Szöcs (view profile)
26,293
R Packages
225,784
Dependencies
70,376
Author Associations
26,294
Publication Badges
