About Anaconda Help Download Anaconda

conda-forge / packages / r-datavisualizations

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, <DOI:10.1371/journal.pone.0238835>. 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) <DOI:10.1007/978-3-658-20540-9>.

copied from cf-staging / r-datavisualizations
Type Size Name Uploaded Downloads Labels
conda 2.1 MB | win-64/r-datavisualizations-1.3.3-r44h8030635_0.conda  1 month and 20 days ago 224 main
conda 2.1 MB | win-64/r-datavisualizations-1.3.3-r43h8030635_0.conda  1 month and 20 days ago 226 main
conda 2.1 MB | osx-64/r-datavisualizations-1.3.3-r43ha2209d4_0.conda  1 month and 20 days ago 156 main
conda 2.1 MB | osx-64/r-datavisualizations-1.3.3-r44ha2209d4_0.conda  1 month and 20 days ago 156 main
conda 2.1 MB | linux-64/r-datavisualizations-1.3.3-r44h9124c8a_0.conda  1 month and 20 days ago 272 main
conda 2.1 MB | linux-64/r-datavisualizations-1.3.3-r43h9124c8a_0.conda  1 month and 20 days ago 270 main
conda 2.1 MB | win-64/r-datavisualizations-1.3.2-r44h72df5a6_1.conda  8 months and 6 hours ago 446 main
conda 2.0 MB | win-64/r-datavisualizations-1.3.2-r43h72df5a6_1.conda  8 months and 6 hours ago 449 main
conda 2.1 MB | osx-64/r-datavisualizations-1.3.2-r44h3eeea24_1.conda  8 months and 6 hours ago 342 main
conda 2.0 MB | osx-64/r-datavisualizations-1.3.2-r43h3eeea24_1.conda  8 months and 6 hours ago 346 main
conda 2.1 MB | linux-64/r-datavisualizations-1.3.2-r43h4387864_1.conda  8 months and 6 hours ago 1012 main
conda 2.1 MB | linux-64/r-datavisualizations-1.3.2-r44h4387864_1.conda  8 months and 6 hours ago 1020 main
conda 2.0 MB | win-64/r-datavisualizations-1.3.2-r41h56ffbbb_0.conda  1 year and 5 months ago 476 main
conda 2.0 MB | osx-64/r-datavisualizations-1.3.2-r43h71b1e59_0.conda  1 year and 5 months ago 321 main
conda 2.0 MB | osx-64/r-datavisualizations-1.3.2-r42h71b1e59_0.conda  1 year and 5 months ago 337 main
conda 2.0 MB | linux-64/r-datavisualizations-1.3.2-r42h7ce84a7_0.conda  1 year and 5 months ago 1393 main
conda 2.0 MB | linux-64/r-datavisualizations-1.3.2-r43h7ce84a7_0.conda  1 year and 5 months ago 1441 main
conda 2.0 MB | win-64/r-datavisualizations-1.3.1-r41h56ffbbb_0.conda  1 year and 8 months ago 574 main
conda 2.0 MB | osx-64/r-datavisualizations-1.3.1-r43hb3f7bb8_0.conda  1 year and 8 months ago 351 main
conda 2.0 MB | osx-64/r-datavisualizations-1.3.1-r42hb3f7bb8_0.conda  1 year and 8 months ago 342 main
conda 2.0 MB | linux-64/r-datavisualizations-1.3.1-r42h7ce84a7_0.conda  1 year and 8 months ago 1481 main
conda 2.0 MB | linux-64/r-datavisualizations-1.3.1-r43h7ce84a7_0.conda  1 year and 8 months ago 1548 main
conda 2.0 MB | win-64/r-datavisualizations-1.3.0-r41h56ffbbb_1.conda  1 year and 9 months ago 674 main
conda 2.0 MB | osx-64/r-datavisualizations-1.3.0-r43hb3f7bb8_1.conda  1 year and 9 months ago 376 main
conda 2.0 MB | osx-64/r-datavisualizations-1.3.0-r42hb3f7bb8_1.conda  1 year and 9 months ago 355 main
conda 2.0 MB | linux-64/r-datavisualizations-1.3.0-r42h7ce84a7_1.conda  1 year and 9 months ago 1590 main
conda 2.0 MB | linux-64/r-datavisualizations-1.3.0-r43h7ce84a7_1.conda  1 year and 9 months ago 1526 main
conda 2.0 MB | win-64/r-datavisualizations-1.3.0-r41h56ffbbb_0.conda  1 year and 9 months ago 621 main
conda 2.0 MB | osx-64/r-datavisualizations-1.3.0-r41hb3f7bb8_0.conda  1 year and 9 months ago 344 main
conda 2.0 MB | osx-64/r-datavisualizations-1.3.0-r42hb3f7bb8_0.conda  1 year and 9 months ago 330 main
conda 2.0 MB | linux-64/r-datavisualizations-1.3.0-r42h7ce84a7_0.conda  1 year and 9 months ago 1618 main
conda 2.0 MB | linux-64/r-datavisualizations-1.3.0-r41h7ce84a7_0.conda  1 year and 9 months ago 1602 main
conda 3.3 MB | win-64/r-datavisualizations-1.2.3-r41h56ffbbb_1.tar.bz2  2 years and 5 months ago 547 main
conda 3.3 MB | osx-64/r-datavisualizations-1.2.3-r41h816a2aa_1.tar.bz2  2 years and 5 months ago 72 main
conda 3.3 MB | osx-64/r-datavisualizations-1.2.3-r42h816a2aa_1.tar.bz2  2 years and 5 months ago 76 main
conda 3.3 MB | linux-64/r-datavisualizations-1.2.3-r41h37cf8d7_1.tar.bz2  2 years and 5 months ago 1811 main
conda 3.3 MB | linux-64/r-datavisualizations-1.2.3-r42h37cf8d7_1.tar.bz2  2 years and 5 months ago 1840 main
conda 3.3 MB | win-64/r-datavisualizations-1.2.3-r40h01f9f87_0.tar.bz2  2 years and 9 months ago 685 main
conda 3.3 MB | osx-64/r-datavisualizations-1.2.3-r41hca8169d_0.tar.bz2  2 years and 9 months ago 79 main
conda 3.3 MB | win-64/r-datavisualizations-1.2.3-r41h01f9f87_0.tar.bz2  2 years and 9 months ago 701 main
conda 3.3 MB | osx-64/r-datavisualizations-1.2.3-r40hca8169d_0.tar.bz2  2 years and 9 months ago 78 main
conda 3.3 MB | linux-64/r-datavisualizations-1.2.3-r40hcec875b_0.tar.bz2  2 years and 9 months ago 2087 main
conda 3.3 MB | linux-64/r-datavisualizations-1.2.3-r41hcec875b_0.tar.bz2  2 years and 9 months ago 2102 main
conda 2.2 MB | osx-64/r-datavisualizations-1.2.2-r41he059e9c_0.tar.bz2  3 years and 9 months ago 144 main
conda 2.2 MB | win-64/r-datavisualizations-1.2.2-r41h01f9f87_0.tar.bz2  3 years and 9 months ago 767 main
conda 2.2 MB | linux-64/r-datavisualizations-1.2.2-r41h6dc32e9_0.tar.bz2  3 years and 9 months ago 2409 main
conda 2.3 MB | win-64/r-datavisualizations-1.2.2-r36h01f9f87_0.tar.bz2  3 years and 9 months ago 773 main
conda 2.2 MB | win-64/r-datavisualizations-1.2.2-r40h01f9f87_0.tar.bz2  3 years and 9 months ago 797 main
conda 2.2 MB | osx-64/r-datavisualizations-1.2.2-r36he059e9c_0.tar.bz2  3 years and 9 months ago 129 main
conda 2.2 MB | osx-64/r-datavisualizations-1.2.2-r40he059e9c_0.tar.bz2  3 years and 9 months ago 124 main

© 2025 Anaconda, Inc. All Rights Reserved. (v4.0.9) Legal | Privacy Policy