# Visualizations of High-Dimensional Data

## Documentation for package ‘DataVisualizations’ version 1.4.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

DataVisualizations-package | Visualizations of High-Dimensional Data
ABCbarplot | Barplot with Sorted Data Colored by ABCanalysis
ABC_screeplot | Barplot with Sorted Data Colored by ABCanalysis
AccountingInformation_PrimeStandard_Q3_2019 | Accounting Information in the Prime Standard in Q3 in 2019 (AI_PS_Q3_2019)
AI_PS_Q3_2019 | Accounting Information in the Prime Standard in Q3 in 2019 (AI_PS_Q3_2019)
BimodalityAmplitude | Bimodality Amplitude
categoricalVariable | A categorical Feature.
cbind_fill | Combine vectors of various lengths
CCDFplot | plot Complementary Cumulative Distribution Function (CCDF) in Log/Log uses ecdf, CCDF(x) = 1-cdf(x)
ClassBarPlot | ClassBarPlot
ClassBoxplot | Creates Boxplot plot for all classes
ClassErrorbar | ClassErrorbar
ClassMDplot | Class MDplot for Data w.r.t. all classes
ClassPDEplot | PDE Plot for all classes
ClassPDEplotMaxLikeli | Create PDE plot for all classes with maximum likelihood
Classplot | Classplot
CombineCols | Combine vectors of various lengths
CombineRows | Combine matrices of various lengths
Crosstable | Crosstable plot
DataVisualizations | Visualizations of High-Dimensional Data
DefaultColorSequence | Default color sequence for plots
DensityContour | Contour plot of densities
DensityScatter | Scatter plot with densities
DrawWorldWithCls | Plot a classificated world map
DualaxisClassplot | Dualaxis Classplot
DualaxisLinechart | DualaxisLinechart
estimateDensity2D | estimateDensity2D
Fanplot | The fan plot
FundamentalData_Q1_2018 | Fundamental Data of the 1st Quarter in 2018
GoogleMapsCoordinates | Google Maps with marked coordinates
Heatmap | Heatmap for Clustering
HeatmapColors | Default color sequence for plots
InspectBoxplots | Inspect Boxplots
InspectCorrelation | Inspect the Correlation
InspectDistances | Inspection of Distance-Distribution
InspectScatterplots | Pairwise scatterplots and optimal histograms
InspectStandardization | QQplot of Data versus Normalized Data
InspectVariable | Visualization of Distribution of one variable
ITS | Income Tax Share
JitterUniqueValues | Jitters Unique Values
Lsun3D | Lsun3D inspired by FCPS [Thrun/Ultsch, 2020] introduced in [Thrun, 2018]
MAplot | Minus versus Add plot
MDplot | Mirrored Density plot (MD-plot)
MDplot4multiplevectors | Mirrored Density plot (MD-plot)for Multiple Vectors
MDstrips | High-dimensional Density Strips based on Pareto Density Estimation
Meanrobust | Robust Empirical Mean Estimation
meanrobust | Robust Empirical Mean Estimation
MTY | Muncipal Income Tax Yield
Multiplot | Plot multiple ggplots objects in one panel
OpposingViolinBiclassPlot | OpposingViolinBiclassPlot
OptimalNoBins | Optimal Number Of Bins
ParetoDensityEstimation | Pareto Density Estimation V3
ParetoRadius | ParetoRadius for distributions
ParetoRadius_fast | Fast ParetoRadius for distributions
PDEnormrobust | PDEnormrobust
PDEplot | PDE plot
PDEstrip | 1D Density Strip based on Pareto Density Estimation (PDE)
Piechart | The pie chart
Pixelmatrix | Plot of a Pixel Matrix
Plot3D | 3D plot of points
PlotGraph2D | PlotGraph2D
PlotMissingvalues | Plot of the Amount Of Missing Values
PlotPixMatrix | Plot of a Pixel Matrix
PlotProductratio | Product-Ratio Plot
PmatrixColormap | P-Matrix colors
QQplot | QQplot with a Linear Fit
rbind_fill | Combine matrices of various lengths
RobustNormalization | RobustNormalization
RobustNorm_BackTrafo | Transforms the Robust Normalization back
ROC | ROC plot
ShepardDensityPlot | Shepard PDE scatter
ShepardDensityScatter | Shepard PDE scatter
Sheparddiagram | Draws a Shepard Diagram
SignedLog | Signed Log
Silhouetteplot | Silhouette plot of classified data.
Slopechart | Slope Chart
StatPDEdensity | Pareto Density Estimation
stat_pde_density | Calculate Pareto density estimation for ggplot2 plots
Stdrobust | Standard Deviation Robust
stdrobust | Standard Deviation Robust
Worldmap | plots a world map by country codes
world_country_polygons | world_country_polygons
zplot | Plotting for 3 dimensional data