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  • Getting Started
    • Introduction
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    • 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
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        • Div
        • Ellipse
        • ErrorBars
        • Graph
        • HLine
        • HLines
        • HSV
        • HSpan
        • HSpans
        • HeatMap
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        • Image
        • ImageStack
        • ItemTable
        • Labels
        • Path
        • Points
        • Polygons
        • QuadMesh
        • RGB
        • RadialHeatMap
        • Raster
        • Rectangles
        • Sankey
        • Scatter
        • Segments
        • Slope
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        • Spline
        • Spread
        • Table
        • Text
        • Tiles
        • TriMesh
        • VLine
        • VLines
        • VSpan
        • VSpans
        • VectorField
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      • 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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  • Gallery

Gallery#

Also visit the Examples HoloViz Gallery to discover a curated collection of domain-specific narrative examples using HoloViews and various HoloViz projects.

Applications#

Crossfilter
Crossfilter
Crossfilter
Game Of Life
Game Of Life
Game Of Life
Gapminder
Gapminder
Gapminder
Mandelbrot
Mandelbrot
Mandelbrot
Nytaxi Hover
Nytaxi Hover
Nytaxi Hover
Streaming Psutil
Streaming Psutil
Streaming Psutil

Demos#

Area Chart
Area Chart
Area Chart
Autompg Histogram
Autompg Histogram
Autompg Histogram
Autompg Violins
Autompg Violins
Autompg Violins
Bachelors Degrees By Gender
Bachelors Degrees By Gender
Bachelors Degrees By Gender
Bars Economic
Bars Economic
Bars Economic
Box Draw Roi Editor
Box Draw Roi Editor
Box Draw Roi Editor
Boxplot Chart
Boxplot Chart
Boxplot Chart
Choropleth Data Link
Choropleth Data Link
Choropleth Data Link
Directed Airline Routes
Directed Airline Routes
Directed Airline Routes
Dot Example
Dot Example
Dot Example
Dragon Curve
Dragon Curve
Dragon Curve
Dropdown Economic
Dropdown Economic
Dropdown Economic
Emoji Tsne
Emoji Tsne
Emoji Tsne
Energy Sankey
Energy Sankey
Energy Sankey
Hextile Movie Ratings
Hextile Movie Ratings
Hextile Movie Ratings
Histogram Example
Histogram Example
Histogram Example
Html Hover Tooltips
Html Hover Tooltips
Html Hover Tooltips
Image Range Tool
Image Range Tool
Image Range Tool
Iris Density Grid
Iris Density Grid
Iris Density Grid
Iris Example
Iris Example
Iris Example
Iris Grouped Grid
Iris Grouped Grid
Iris Grouped Grid
Iris Splom Example
Iris Splom Example
Iris Splom Example
Irregular Quadmesh
Irregular Quadmesh
Irregular Quadmesh
Legend Example
Legend Example
Legend Example
Lesmis Example
Lesmis Example
Lesmis Example
Life Expectancy Split Violin
Life Expectancy Split Violin
Life Expectancy Split Violin
Lorenz Attractor Example
Lorenz Attractor Example
Lorenz Attractor Example
Mandelbrot Section
Mandelbrot Section
Mandelbrot Section
Measles Example
Measles Example
Measles Example
Multichannel Timeseries Viewer
Multichannel Timeseries Viewer
Multichannel Timeseries Viewer
Network Graph
Network Graph
Network Graph
Nyc Airport Connections
Nyc Airport Connections
Nyc Airport Connections
Nyc Radial Heatmap
Nyc Radial Heatmap
Nyc Radial Heatmap
Point Draw Triangulate
Point Draw Triangulate
Point Draw Triangulate
Quiver Demo
Quiver Demo
Quiver Demo
Route Chord
Route Chord
Route Chord
Scatter Economic
Scatter Economic
Scatter Economic
Square Limit
Square Limit
Square Limit
Step Chart
Step Chart
Step Chart
Stocks Example
Stocks Example
Stocks Example
Texas Choropleth Example
Texas Choropleth Example
Texas Choropleth Example
Timeseries Range Tool
Timeseries Range Tool
Timeseries Range Tool
Topographic Hillshading
Topographic Hillshading
Topographic Hillshading
Us Unemployment
Us Unemployment
Us Unemployment
Verhulst Mandelbrot
Verhulst Mandelbrot
Verhulst Mandelbrot
Area Chart
Area Chart
Area Chart
Autompg Histogram
Autompg Histogram
Autompg Histogram
Autompg Violins
Autompg Violins
Autompg Violins
Bachelors Degrees By Gender
Bachelors Degrees By Gender
Bachelors Degrees By Gender
Bars Economic
Bars Economic
Bars Economic
Boxplot Chart
Boxplot Chart
Boxplot Chart
Directed Airline Routes
Directed Airline Routes
Directed Airline Routes
Dragon Curve
Dragon Curve
Dragon Curve
Dropdown Economic
Dropdown Economic
Dropdown Economic
Energy Sankey
Energy Sankey
Energy Sankey
Hextile Movie Ratings
Hextile Movie Ratings
Hextile Movie Ratings
Histogram Example
Histogram Example
Histogram Example
Iris Density Grid
Iris Density Grid
Iris Density Grid
Iris Example
Iris Example
Iris Example
Iris Grouped Grid
Iris Grouped Grid
Iris Grouped Grid
Iris Splom Example
Iris Splom Example
Iris Splom Example
Irregular Quadmesh
Irregular Quadmesh
Irregular Quadmesh
Legend Example
Legend Example
Legend Example
Lorenz Attractor Example
Lorenz Attractor Example
Lorenz Attractor Example
Mandelbrot Section
Mandelbrot Section
Mandelbrot Section
Measles Example
Measles Example
Measles Example
Network Graph
Network Graph
Network Graph
Nyc Airport Connections
Nyc Airport Connections
Nyc Airport Connections
Nyc Radial Heatmap
Nyc Radial Heatmap
Nyc Radial Heatmap
Polar Scatter Demo
Polar Scatter Demo
Polar Scatter Demo
Quiver Demo
Quiver Demo
Quiver Demo
Route Chord
Route Chord
Route Chord
Scatter Economic
Scatter Economic
Scatter Economic
Square Limit
Square Limit
Square Limit
Step Chart
Step Chart
Step Chart
Stocks Example
Stocks Example
Stocks Example
Surface 3d
Surface 3d
Surface 3d
Texas Choropleth Example
Texas Choropleth Example
Texas Choropleth Example
Topographic Hillshading
Topographic Hillshading
Topographic Hillshading
Trisurf3d Demo
Trisurf3d Demo
Trisurf3d Demo
Us Unemployment
Us Unemployment
Us Unemployment
Verhulst Mandelbrot
Verhulst Mandelbrot
Verhulst Mandelbrot
Surface 3d
Surface 3d
Surface 3d
Trisurf3d Demo
Trisurf3d Demo
Trisurf3d Demo

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Last updated on 2025-06-25.

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