Package: ggmulti 1.0.6

ggmulti: High Dimensional Data Visualization

It provides materials (i.e. 'serial axes' objects, Andrew's plot, various glyphs for scatter plot) to visualize high dimensional data.

Authors:Zehao Xu [aut, cre], R. Wayne Oldford [aut]

ggmulti_1.0.6.tar.gz
ggmulti_1.0.6.zip(r-4.5)ggmulti_1.0.6.zip(r-4.4)ggmulti_1.0.6.zip(r-4.3)
ggmulti_1.0.6.tgz(r-4.4-any)ggmulti_1.0.6.tgz(r-4.3-any)
ggmulti_1.0.6.tar.gz(r-4.5-noble)ggmulti_1.0.6.tar.gz(r-4.4-noble)
ggmulti_1.0.6.tgz(r-4.4-emscripten)ggmulti_1.0.6.tgz(r-4.3-emscripten)
ggmulti.pdf |ggmulti.html
ggmulti/json (API)

# Install 'ggmulti' in R:
install.packages('ggmulti', repos = c('https://z267xu.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/z267xu/ggmulti/issues

Datasets:
  • NBAstats2021 - NBA 30 Teams Statistics in 20-21 Regular Season

On CRAN:

6.10 score 4 packages 35 scripts 379 downloads 65 exports 36 dependencies

Last updated 2 years agofrom:d742b207bc. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 04 2024
R-4.5-winNOTENov 04 2024
R-4.5-linuxNOTENov 04 2024
R-4.4-winOKNov 04 2024
R-4.4-macOKNov 04 2024
R-4.3-winOKNov 04 2024
R-4.3-macOKNov 04 2024

Exports:add_serialaxes_layersandrewscoord_radarcoord_radialcoord_serialaxesgeom_bar_geom_density_geom_hist_geom_histogram_geom_image_glyphgeom_polygon_glyphgeom_quantilesgeom_serialaxesgeom_serialaxes_densitygeom_serialaxes_glyphgeom_serialaxes_histgeom_serialaxes_quantileGeomBar_GeomDensity_GeomImageGlyphGeomPolygonGlyphGeomQuantilesGeomSerialaxesGeomSerialaxesDensityGeomSerialAxesGlyphGeomSerialaxesHistGeomSerialaxesQuantilelegendreposition_dodge_position_dodge2_position_fill_position_identity_position_stack_PositionDodge_PositionDodge2_PositionFill_PositionIdentity_PositionStack_stat_bin_stat_count_stat_density_stat_dotProductstat_hist_stat_serialaxesstat_serialaxes_densitystat_serialaxes_histstat_serialaxes_quantileStatBin_StatCount_StatDensity_StatDotProductStatHist_StatSerialaxesStatSerialaxesDensityStatSerialaxesHistx_airplanex_crossx_hexagonx_maplex_stary_airplaney_crossy_hexagony_mapley_star

Dependencies:clicolorspacecpp11dplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr

Adding glyphs on scatterplot

Rendered fromglyph.Rmdusingknitr::rmarkdownon Nov 04 2024.

Last update: 2021-07-12
Started: 2020-12-05

High Dimensional Data Visualization

Rendered fromhighDim.Rmdusingknitr::rmarkdownon Nov 04 2024.

Last update: 2022-11-03
Started: 2020-12-05

Histogram and Density

Rendered fromhistogram-density-.Rmdusingknitr::knitron Nov 04 2024.

Last update: 2022-11-03
Started: 2020-12-05

Readme and manuals

Help Manual

Help pageTopics
Layers for serial axes coordinateadd_serialaxes_layers
Radial axescoord_radial
Serial axes coordinatescoord_serialaxes
Transformation Coefficientsandrews dot_product legendre
More general smoothed density estimatesgeom_density_ stat_density_
More general histogramgeom_bar_ geom_histogram_ geom_hist_ stat_bin_ stat_count_ stat_hist_
Add image glyphs on scatter plotgeom_image_glyph
Add polygon glyphs on scatter plotgeom_polygon_glyph
Add quantile layers on serial axes coordinategeom_quantiles
Serial axes layergeom_serialaxes stat_dotProduct stat_serialaxes
Smoothed density estimates for "widens" data under serial axes coordinategeom_serialaxes_density stat_serialaxes_density
Add serial axes glyphs on scatter plotgeom_serialaxes_glyph
Histogram for "widens" data under serial axes coordinategeom_serialaxes_hist stat_serialaxes_hist
Quantile layer for serial axes coordinategeom_serialaxes_quantile stat_serialaxes_quantile
Base Geom ggproto classes for ggplot2Geom-ggproto GeomBar_ GeomDensity_ GeomImageGlyph GeomPolygonGlyph GeomQuantiles GeomSerialaxes GeomSerialaxesDensity GeomSerialAxesGlyph GeomSerialaxesHist GeomSerialaxesQuantile
scale dataget_scaledData
NBA 30 Teams Statistics in 20-21 Regular SeasonNBAstats2021
Polygon glyph coordinatespolygon_glyph x_airplane x_cross x_hexagon x_maple x_star y_airplane y_cross y_hexagon y_maple y_star
Dodge overlapping objects side-to-sideposition_dodge2_ position_dodge_
Don't adjust positionposition_identity_
Stack overlapping objects on top of each anotherposition_fill_ position_stack_
Base Position ggproto classes for ggplot2Position-ggproto PositionDodge2_ PositionDodge_ PositionFill_ PositionIdentity_ PositionStack_
Base Stat ggproto classes for ggplot2Stat-ggproto StatBin_ StatCount_ StatDensity_ StatDotProduct StatHist_ StatSerialaxes StatSerialaxesDensity StatSerialaxesHist