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DataVisualizations

Installation

Installation using CRAN

Install automatically with all dependencies via

install.packages("DataVisualizations",dependencies = T)

Installation using Github

Please note, that dependecies have to be installed manually.

remotes::install_github("Mthrun/DataVisualizations")

Installation using R Studio

Please note, that dependecies have to be installed manually.

Tools -> Install Packages -> Repository (CRAN) -> DataVisualizations

Tutorial Examples

The tutorial with several examples can be found on in the vignette on CRAN:

https://cran.r-project.org/web/packages/DataVisualizations/vignettes/DataVisualizations.html

Manual

The full manual for users or developers is available here: https://cran.r-project.org/web/packages/DataVisualizations/DataVisualizations.pdf

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Version

Install

install.packages('DataVisualizations')

Monthly Downloads

628

Version

1.2.2

License

GPL-3

Maintainer

Michael Thrun

Last Published

January 12th, 2021

Functions in DataVisualizations (1.2.2)

BimodalityAmplitude

Bimodality Amplitude

PDE Plot for all classes

Creates Boxplot plot for all classes

ClassPDEplotMaxLikeli

Create PDE plot for all classes with maximum likelihood

Class MDplot for Data w.r.t. all classes

AccountingInformation_PrimeStandard_Q3_2019

Accounting Information in the Prime Standard in Q3 in 2019 (AI_PS_Q3_2019)

ChoroplethPostalCodesAndAGS_Germany

Postal Codes and AGS of Germany for a Choropleth Map

Barplot with Sorted Data Colored by ABCanalysis

Plots the Choropleth Map

DualaxisLinechart

DualaxisLinechart

DataVisualizations-package

DataVisualizations

DefaultColorSequence

Default color sequence for plots

JitterUniqueValues

Jitters Unique Values

InspectVariable

Visualization of Distribution of one variable

Heatmap for Clustering

Default color sequence for plots

FundamentalData_Q1_2018

Fundamental Data of the 1st Quarter in 2018

GoogleMapsCoordinates

Google Maps with marked coordinates

Crosstable plot

Combine vectors of various lengths

InspectDistances

Inspection of Distance-Distribution

InspectCorrelation

Inspect the Correlation

ParetoRadius for distributions

ParetoDensityEstimation

Pareto Density EstimationV2

InspectBoxplots

Inspect Boxplots

DualaxisClassplot

Dualaxis Classplot

Scatter Density Plot

Income Tax Share

InspectScatterplots

Pairwise scatterplots and optimal histograms

Lsun3D inspired by FCPS

Minus versus Add plot

MDplot4multiplevectors

Mirrored Density plot (MD-plot)for Multiple Vectors

Mirrored Density plot (MD-plot)

PlotProductratio

Product-Ratio Plot

Optimal Number Of Bins

InspectStandardization

QQplot of Data versus Normalized Data

QQplot with a Linear Fit

Scatter Density Plot

Plot of a Pixel Matrix

Silhouette plot of classified data.

Muncipal Income Tax Yield

ShepardDensityscatter

Shepard PDE scatter

3D plot of points

PlotMissingvalues

Plot of the Amount Of Missing Values

categoricalVariable

A categorical Feature.

plots a world map by country codes

stat_pde_density

Calculate Pareto density estimation for ggplot2 plots

2D data points in Pareto Sphere

Draws a Shepard Diagram

Plotting for 3 dimensional data

world_country_polygons

world_country_polygons

SmoothedDensitiesXY

Smoothed Densities X with Y

PmatrixColormap

P-Matrix colors

Pareto Density Estimation