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  • Home
  • Getting Started
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  • GitHub
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  • Home
  • Getting Started
    • Introduction
    • Customization
    • Tabular Datasets
    • Gridded Datasets
    • Live Data
  • User Guide
    • Annotating your Data
    • Composing Elements
    • Applying Customizations
    • Style Mapping
    • Dimensioned Containers
    • Building Composite Objects
    • Live Data
    • Tabular Datasets
    • Gridded Datasets
    • Geometry Data
    • Indexing and Selecting Data
    • Transforming Elements
    • Responding to Events
    • Custom Interactivity
    • Data Processing Pipelines
    • Creating interactive network graphs
    • Working with large data
    • Interactive Hover for Big Data
    • Working with streaming data
    • Creating interactive dashboards
    • Configuring HoloViews
    • Customizing Plots
    • Colormaps
    • Plotting with Bokeh
    • Deploying Bokeh Apps
    • Linking Bokeh plots
    • Plotting with matplotlib
    • Working with Plot and Renderers
    • Linked Brushing
    • Annotators
    • Exporting and Archiving
    • Continuous Coordinates
    • Notebook Magics
  • Gallery
    • Applications
      • Bokeh
        • Crossfilter
        • Game Of Life
        • Gapminder
        • Mandelbrot
        • Nytaxi Hover
        • Streaming Psutil
    • Demos
      • Bokeh
        • Area Chart
        • Autompg Histogram
        • Autompg Violins
        • Bachelors Degrees By Gender
        • Bars Economic
        • Box Draw Roi Editor
        • Boxplot Chart
        • Choropleth Data Link
        • Directed Airline Routes
        • Dot Example
        • Dragon Curve
        • Dropdown Economic
        • Emoji Tsne
        • Energy Sankey
        • Hextile Movie Ratings
        • Histogram Example
        • Html Hover Tooltips
        • Image Range Tool
        • Iris Density Grid
        • Iris Example
        • Iris Grouped Grid
        • Iris Splom Example
        • Irregular Quadmesh
        • Legend Example
        • Lesmis Example
        • Life Expectancy Split Violin
        • Lorenz Attractor Example
        • Mandelbrot Section
        • Measles Example
        • Multichannel Timeseries Viewer
        • Network Graph
        • Nyc Airport Connections
        • Nyc Radial Heatmap
        • Point Draw Triangulate
        • Quiver Demo
        • Route Chord
        • Scatter Economic
        • Square Limit
        • Step Chart
        • Stocks Example
        • Texas Choropleth Example
        • Timeseries Range Tool
        • Topographic Hillshading
        • Us Unemployment
        • Verhulst Mandelbrot
      • Matplotlib
        • Area Chart
        • Autompg Histogram
        • Autompg Violins
        • Bachelors Degrees By Gender
        • Bars Economic
        • Boxplot Chart
        • Directed Airline Routes
        • Dragon Curve
        • Dropdown Economic
        • Energy Sankey
        • Hextile Movie Ratings
        • Histogram Example
        • Iris Density Grid
        • Iris Example
        • Iris Grouped Grid
        • Iris Splom Example
        • Irregular Quadmesh
        • Legend Example
        • Lorenz Attractor Example
        • Mandelbrot Section
        • Measles Example
        • Network Graph
        • Nyc Airport Connections
        • Nyc Radial Heatmap
        • Polar Scatter Demo
        • Quiver Demo
        • Route Chord
        • Scatter Economic
        • Square Limit
        • Step Chart
        • Stocks Example
        • Surface 3d
        • Texas Choropleth Example
        • Topographic Hillshading
        • Trisurf3d Demo
        • Us Unemployment
        • Verhulst Mandelbrot
      • Plotly
        • Surface 3d
        • Trisurf3d Demo
  • Reference Gallery
    • Elements
      • Bokeh
        • Area
        • Arrow
        • Bars
        • Bivariate
        • Bounds
        • Box
        • BoxWhisker
        • Chord
        • Contours
        • Curve
        • Dendrogram
        • Distribution
        • Div
        • Ellipse
        • ErrorBars
        • Graph
        • HLine
        • HLines
        • HSV
        • HSpan
        • HSpans
        • HeatMap
        • HexTiles
        • Histogram
        • Image
        • ImageStack
        • ItemTable
        • Labels
        • Path
        • Points
        • Polygons
        • QuadMesh
        • RGB
        • RadialHeatMap
        • Raster
        • Rectangles
        • Sankey
        • Scatter
        • Segments
        • Slope
        • Spikes
        • Spline
        • Spread
        • Table
        • Text
        • Tiles
        • TriMesh
        • VLine
        • VLines
        • VSpan
        • VSpans
        • VectorField
        • Violin
      • Matplotlib
        • Area
        • Arrow
        • Bars
        • Bivariate
        • Bounds
        • Box
        • BoxWhisker
        • Chord
        • Contours
        • Curve
        • Dendrogram
        • Distribution
        • Ellipse
        • ErrorBars
        • Graph
        • HLine
        • HLines
        • HSV
        • HSpan
        • HSpans
        • HeatMap
        • HexTiles
        • Histogram
        • Image
        • ImageStack
        • ItemTable
        • Labels
        • Path
        • Path3D
        • Points
        • Polygons
        • QuadMesh
        • RGB
        • RadialHeatMap
        • Raster
        • Rectangles
        • Sankey
        • Scatter
        • Scatter3D
        • Segments
        • Slope
        • Spikes
        • Spline
        • Spread
        • Surface
        • Table
        • Text
        • TriMesh
        • TriSurface
        • VLine
        • VLines
        • VSpan
        • VSpans
        • VectorField
        • Violin
      • Plotly
        • Area
        • Bars
        • Bounds
        • Box
        • BoxWhisker
        • Curve
        • Distribution
        • Ellipse
        • ErrorBars
        • HLine
        • HSpan
        • HeatMap
        • Histogram
        • Image
        • ImageStack
        • ItemTable
        • Path3D
        • Points
        • RGB
        • Raster
        • Scatter
        • Scatter3D
        • Spread
        • Surface
        • Table
        • Tiles
        • TriSurface
        • VLine
        • VSpan
        • Violin
    • Containers
      • Bokeh
        • DynamicMap
        • GridSpace
        • HoloMap
        • Layout
        • NdLayout
        • NdOverlay
        • Overlay
      • Matplotlib
        • DynamicMap
        • GridSpace
        • HoloMap
        • Layout
        • NdLayout
        • NdOverlay
        • Overlay
      • Plotly
        • DynamicMap
        • GridSpace
        • HoloMap
        • Layout
        • NdLayout
        • NdOverlay
        • Overlay
    • Streams
      • Bokeh
        • Bounds
        • BoundsX
        • BoundsY
        • BoxEdit
        • CurveEdit
        • FreehandDraw
        • PointDraw
        • PointerX
        • PointerXY
        • PolyDraw
        • PolyEdit
        • RangeXY
        • Selection1D
        • Selection1D Paired
        • Selection1D Points
        • Selection1D Tap
        • Tap
      • Plotly
        • Bounds
        • BoundsX
        • BoundsY
        • RangeXY
        • Selection1D Paired
        • Selection1D Points
    • Apps
      • Bokeh
        • Player
        • Selection Stream
        • Sine
    • Features
      • Bokeh
        • Scalebar
  • Developer Guide
  • Releases
  • API
    • annotators
    • core
      • holoviews.core.data package
        • holoviews.core.data.array module
        • holoviews.core.data.cudf module
        • holoviews.core.data.dask module
        • holoviews.core.data.dictionary module
        • holoviews.core.data.grid module
        • holoviews.core.data.ibis module
        • holoviews.core.data.image module
        • holoviews.core.data.interface module
        • holoviews.core.data.multipath module
        • holoviews.core.data.pandas module
        • holoviews.core.data.spatialpandas module
        • holoviews.core.data.spatialpandas_dask module
        • holoviews.core.data.util module
        • holoviews.core.data.xarray module
      • holoviews.core.util package
        • holoviews.core.util.dependencies module
        • holoviews.core.util.types module
      • holoviews.core.accessors module
      • holoviews.core.boundingregion module
      • holoviews.core.decollate module
      • holoviews.core.dimension module
      • holoviews.core.element module
      • holoviews.core.io module
      • holoviews.core.layout module
      • holoviews.core.ndmapping module
      • holoviews.core.operation module
      • holoviews.core.options module
      • holoviews.core.overlay module
      • holoviews.core.pprint module
      • holoviews.core.sheetcoords module
      • holoviews.core.spaces module
      • holoviews.core.traversal module
      • holoviews.core.tree module
    • core.data
      • holoviews.core.data.array module
      • holoviews.core.data.cudf module
      • holoviews.core.data.dask module
      • holoviews.core.data.dictionary module
      • holoviews.core.data.grid module
      • holoviews.core.data.ibis module
      • holoviews.core.data.image module
      • holoviews.core.data.interface module
      • holoviews.core.data.multipath module
      • holoviews.core.data.pandas module
      • holoviews.core.data.spatialpandas module
      • holoviews.core.data.spatialpandas_dask module
      • holoviews.core.data.util module
      • holoviews.core.data.xarray module
    • element
      • holoviews.element.annotation module
      • holoviews.element.chart module
      • holoviews.element.chart3d module
      • holoviews.element.comparison module
      • holoviews.element.geom module
      • holoviews.element.graphs module
      • holoviews.element.path module
      • holoviews.element.raster module
      • holoviews.element.sankey module
      • holoviews.element.selection module
      • holoviews.element.stats module
      • holoviews.element.tabular module
      • holoviews.element.tiles module
      • holoviews.element.util module
    • ipython
      • holoviews.ipython.archive module
      • holoviews.ipython.display_hooks module
      • holoviews.ipython.magics module
      • holoviews.ipython.preprocessors module
      • holoviews.ipython.widgets module
    • operation
      • holoviews.operation.datashader module
      • holoviews.operation.downsample module
      • holoviews.operation.element module
      • holoviews.operation.normalization module
      • holoviews.operation.resample module
      • holoviews.operation.stats module
      • holoviews.operation.timeseries module
    • plotting
      • holoviews.plotting.bokeh package
        • holoviews.plotting.bokeh.annotation module
        • holoviews.plotting.bokeh.callbacks module
        • holoviews.plotting.bokeh.chart module
        • holoviews.plotting.bokeh.element module
        • holoviews.plotting.bokeh.geometry module
        • holoviews.plotting.bokeh.graphs module
        • holoviews.plotting.bokeh.heatmap module
        • holoviews.plotting.bokeh.hex_tiles module
        • holoviews.plotting.bokeh.links module
        • holoviews.plotting.bokeh.path module
        • holoviews.plotting.bokeh.plot module
        • holoviews.plotting.bokeh.raster module
        • holoviews.plotting.bokeh.renderer module
        • holoviews.plotting.bokeh.sankey module
        • holoviews.plotting.bokeh.selection module
        • holoviews.plotting.bokeh.stats module
        • holoviews.plotting.bokeh.styles module
        • holoviews.plotting.bokeh.tabular module
        • holoviews.plotting.bokeh.tiles module
        • holoviews.plotting.bokeh.util module
      • holoviews.plotting.mpl package
        • holoviews.plotting.mpl.annotation module
        • holoviews.plotting.mpl.chart module
        • holoviews.plotting.mpl.chart3d module
        • holoviews.plotting.mpl.element module
        • holoviews.plotting.mpl.geometry module
        • holoviews.plotting.mpl.graphs module
        • holoviews.plotting.mpl.heatmap module
        • holoviews.plotting.mpl.hex_tiles module
        • holoviews.plotting.mpl.path module
        • holoviews.plotting.mpl.plot module
        • holoviews.plotting.mpl.raster module
        • holoviews.plotting.mpl.renderer module
        • holoviews.plotting.mpl.sankey module
        • holoviews.plotting.mpl.stats module
        • holoviews.plotting.mpl.tabular module
        • holoviews.plotting.mpl.util module
      • holoviews.plotting.plotly package
        • holoviews.plotting.plotly.annotation module
        • holoviews.plotting.plotly.callbacks module
        • holoviews.plotting.plotly.chart module
        • holoviews.plotting.plotly.chart3d module
        • holoviews.plotting.plotly.dash module
        • holoviews.plotting.plotly.element module
        • holoviews.plotting.plotly.images module
        • holoviews.plotting.plotly.plot module
        • holoviews.plotting.plotly.raster module
        • holoviews.plotting.plotly.renderer module
        • holoviews.plotting.plotly.selection module
        • holoviews.plotting.plotly.shapes module
        • holoviews.plotting.plotly.stats module
        • holoviews.plotting.plotly.tabular module
        • holoviews.plotting.plotly.tiles module
        • holoviews.plotting.plotly.util module
      • holoviews.plotting.links module
      • holoviews.plotting.mixins module
      • holoviews.plotting.plot module
      • holoviews.plotting.renderer module
      • holoviews.plotting.util module
    • plotting.bokeh
      • holoviews.plotting.bokeh.annotation module
      • holoviews.plotting.bokeh.callbacks module
      • holoviews.plotting.bokeh.chart module
      • holoviews.plotting.bokeh.element module
      • holoviews.plotting.bokeh.geometry module
      • holoviews.plotting.bokeh.graphs module
      • holoviews.plotting.bokeh.heatmap module
      • holoviews.plotting.bokeh.hex_tiles module
      • holoviews.plotting.bokeh.links module
      • holoviews.plotting.bokeh.path module
      • holoviews.plotting.bokeh.plot module
      • holoviews.plotting.bokeh.raster module
      • holoviews.plotting.bokeh.renderer module
      • holoviews.plotting.bokeh.sankey module
      • holoviews.plotting.bokeh.selection module
      • holoviews.plotting.bokeh.stats module
      • holoviews.plotting.bokeh.styles module
      • holoviews.plotting.bokeh.tabular module
      • holoviews.plotting.bokeh.tiles module
      • holoviews.plotting.bokeh.util module
    • plotting.matplotlib
      • holoviews.plotting.mpl.annotation module
      • holoviews.plotting.mpl.chart module
      • holoviews.plotting.mpl.chart3d module
      • holoviews.plotting.mpl.element module
      • holoviews.plotting.mpl.geometry module
      • holoviews.plotting.mpl.graphs module
      • holoviews.plotting.mpl.heatmap module
      • holoviews.plotting.mpl.hex_tiles module
      • holoviews.plotting.mpl.path module
      • holoviews.plotting.mpl.plot module
      • holoviews.plotting.mpl.raster module
      • holoviews.plotting.mpl.renderer module
      • holoviews.plotting.mpl.sankey module
      • holoviews.plotting.mpl.stats module
      • holoviews.plotting.mpl.tabular module
      • holoviews.plotting.mpl.util module
    • plotting.plotly
      • holoviews.plotting.plotly.annotation module
      • holoviews.plotting.plotly.callbacks module
      • holoviews.plotting.plotly.chart module
      • holoviews.plotting.plotly.chart3d module
      • holoviews.plotting.plotly.dash module
      • holoviews.plotting.plotly.element module
      • holoviews.plotting.plotly.images module
      • holoviews.plotting.plotly.plot module
      • holoviews.plotting.plotly.raster module
      • holoviews.plotting.plotly.renderer module
      • holoviews.plotting.plotly.selection module
      • holoviews.plotting.plotly.shapes module
      • holoviews.plotting.plotly.stats module
      • holoviews.plotting.plotly.tabular module
      • holoviews.plotting.plotly.tiles module
      • holoviews.plotting.plotly.util module
    • selection
    • streams
    • util
      • holoviews.util.command module
      • holoviews.util.locator module
      • holoviews.util.parser module
      • holoviews.util.settings module
      • holoviews.util.transform module
      • holoviews.util.warnings module
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Reference Gallery#

Elements#

Area
Area
Area
Arrow
Arrow
Arrow
Bars
Bars
Bars
Bivariate
Bivariate
Bivariate
Bounds
Bounds
Bounds
Box
Box
Box
BoxWhisker
BoxWhisker
BoxWhisker
Chord
Chord
Chord
Contours
Contours
Contours
Curve
Curve
Curve
Dendrogram
Dendrogram
Dendrogram
Distribution
Distribution
Distribution
Div
Div
Div
Ellipse
Ellipse
Ellipse
ErrorBars
ErrorBars
ErrorBars
Graph
Graph
Graph
HLine
HLine
HLine
HLines
HLines
HLines
HSV
HSV
HSV
HSpan
HSpan
HSpan
HSpans
HSpans
HSpans
HeatMap
HeatMap
HeatMap
HexTiles
HexTiles
HexTiles
Histogram
Histogram
Histogram
Image
Image
Image
ImageStack
ImageStack
ImageStack
ItemTable
ItemTable
ItemTable
Labels
Labels
Labels
Path
Path
Path
Points
Points
Points
Polygons
Polygons
Polygons
QuadMesh
QuadMesh
QuadMesh
RGB
RGB
RGB
RadialHeatMap
RadialHeatMap
RadialHeatMap
Raster
Raster
Raster
Rectangles
Rectangles
Rectangles
Sankey
Sankey
Sankey
Scatter
Scatter
Scatter
Segments
Segments
Segments
Slope
Slope
Slope
Spikes
Spikes
Spikes
Spline
Spline
Spline
Spread
Spread
Spread
Table
Table
Table
Text
Text
Text
Tiles
Tiles
Tiles
TriMesh
TriMesh
TriMesh
VLine
VLine
VLine
VLines
VLines
VLines
VSpan
VSpan
VSpan
VSpans
VSpans
VSpans
VectorField
VectorField
VectorField
Violin
Violin
Violin
Area
Area
Area
Arrow
Arrow
Arrow
Bars
Bars
Bars
Bivariate
Bivariate
Bivariate
Bounds
Bounds
Bounds
Box
Box
Box
BoxWhisker
BoxWhisker
BoxWhisker
Chord
Chord
Chord
Contours
Contours
Contours
Curve
Curve
Curve
Dendrogram
Dendrogram
Dendrogram
Distribution
Distribution
Distribution
Ellipse
Ellipse
Ellipse
ErrorBars
ErrorBars
ErrorBars
Graph
Graph
Graph
HLine
HLine
HLine
HLines
HLines
HLines
HSV
HSV
HSV
HSpan
HSpan
HSpan
HSpans
HSpans
HSpans
HeatMap
HeatMap
HeatMap
HexTiles
HexTiles
HexTiles
Histogram
Histogram
Histogram
Image
Image
Image
ImageStack
ImageStack
ImageStack
ItemTable
ItemTable
ItemTable
Labels
Labels
Labels
Path
Path
Path
Path3D
Path3D
Path3D
Points
Points
Points
Polygons
Polygons
Polygons
QuadMesh
QuadMesh
QuadMesh
RGB
RGB
RGB
RadialHeatMap
RadialHeatMap
RadialHeatMap
Raster
Raster
Raster
Rectangles
Rectangles
Rectangles
Sankey
Sankey
Sankey
Scatter
Scatter
Scatter
Scatter3D
Scatter3D
Scatter3D
Segments
Segments
Segments
Slope
Slope
Slope
Spikes
Spikes
Spikes
Spline
Spline
Spline
Spread
Spread
Spread
Surface
Surface
Surface
Table
Table
Table
Text
Text
Text
TriMesh
TriMesh
TriMesh
TriSurface
TriSurface
TriSurface
VLine
VLine
VLine
VLines
VLines
VLines
VSpan
VSpan
VSpan
VSpans
VSpans
VSpans
VectorField
VectorField
VectorField
Violin
Violin
Violin
Area
Area
Area
Bars
Bars
Bars
Bounds
Bounds
Bounds
Box
Box
Box
BoxWhisker
BoxWhisker
BoxWhisker
Curve
Curve
Curve
Distribution
Distribution
Distribution
Ellipse
Ellipse
Ellipse
ErrorBars
ErrorBars
ErrorBars
HLine
HLine
HLine
HSpan
HSpan
HSpan
HeatMap
HeatMap
HeatMap
Histogram
Histogram
Histogram
Image
Image
Image
ImageStack
ImageStack
ImageStack
ItemTable
ItemTable
ItemTable
Path3D
Path3D
Path3D
Points
Points
Points
RGB
RGB
RGB
Raster
Raster
Raster
Scatter
Scatter
Scatter
Scatter3D
Scatter3D
Scatter3D
Spread
Spread
Spread
Surface
Surface
Surface
Table
Table
Table
Tiles
Tiles
Tiles
TriSurface
TriSurface
TriSurface
VLine
VLine
VLine
VSpan
VSpan
VSpan
Violin
Violin
Violin

Containers#

DynamicMap
DynamicMap
DynamicMap
GridSpace
GridSpace
GridSpace
HoloMap
HoloMap
HoloMap
Layout
Layout
Layout
NdLayout
NdLayout
NdLayout
NdOverlay
NdOverlay
NdOverlay
Overlay
Overlay
Overlay
DynamicMap
DynamicMap
DynamicMap
GridSpace
GridSpace
GridSpace
HoloMap
HoloMap
HoloMap
Layout
Layout
Layout
NdLayout
NdLayout
NdLayout
NdOverlay
NdOverlay
NdOverlay
Overlay
Overlay
Overlay
DynamicMap
DynamicMap
DynamicMap
GridSpace
GridSpace
GridSpace
HoloMap
HoloMap
HoloMap
Layout
Layout
Layout
NdLayout
NdLayout
NdLayout
NdOverlay
NdOverlay
NdOverlay
Overlay
Overlay
Overlay

Streams#

Bounds
Bounds
Bounds
BoundsX
BoundsX
BoundsX
BoundsY
BoundsY
BoundsY
BoxEdit
BoxEdit
BoxEdit
CurveEdit
CurveEdit
CurveEdit
FreehandDraw
FreehandDraw
FreehandDraw
PointDraw
PointDraw
PointDraw
PointerX
PointerX
PointerX
PointerXY
PointerXY
PointerXY
PolyDraw
PolyDraw
PolyDraw
PolyEdit
PolyEdit
PolyEdit
RangeXY
RangeXY
RangeXY
Selection1D
Selection1D
Selection1D
Selection1D Paired
Selection1D Paired
Selection1D Paired
Selection1D Points
Selection1D Points
Selection1D Points
Selection1D Tap
Selection1D Tap
Selection1D Tap
Tap
Tap
Tap
Bounds
Bounds
Bounds
BoundsX
BoundsX
BoundsX
BoundsY
BoundsY
BoundsY
RangeXY
RangeXY
RangeXY
Selection1D Paired
Selection1D Paired
Selection1D Paired
Selection1D Points
Selection1D Points
Selection1D Points

Apps#

Player
Player
Player
Selection Stream
Selection Stream
Selection Stream
Sine
Sine
Sine

Features#

Scalebar
Scalebar
Scalebar

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