Visualizations of High-Dimensional Data
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Documentation for package ‘DataVisualizations’ version 1.3.2
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. |
| CCDFplot | plot Complementary Cumulative Distribution Function (CCDF) in Log/Log uses ecdf, CCDF(x) = 1-cdf(x) |
| Choroplethmap | Plots the Choropleth Map |
| ChoroplethPostalCodesAndAGS_Germany | Postal Codes and AGS of Germany for a Choropleth Map |
| 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 |
| 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 |
| 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 |
| MTY | Muncipal Income Tax Yield |
| Multiplot | Plot multiple ggplots objects in one panel |
| OptimalNoBins | Optimal Number Of Bins |
| ParetoDensityEstimation | Pareto Density Estimation V3 |
| ParetoRadius | ParetoRadius for distributions |
| PDEplot | PDE plot |
| Piechart | The pie chart |
| Pixelmatrix | Plot of a Pixel Matrix |
| Plot3D | 3D plot of points |
| plotChoroplethMap | Plots the Choropleth Map |
| 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 |
| 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 |
| Worldmap | plots a world map by country codes |
| world_country_polygons | world_country_polygons |
| zplot | Plotting for 3 dimensional data |