Supported Visualizations 

As the tables below make clear, the Highcharts for Python Toolkit and the Highcharts suite of JavaScript libraries are likely the single most comprehensive suite of data visualization tools available in the market. With over 70 (seventy!) distinct data visualizations and 50 (fifty!) technical indicators, you will be able to construct a beautiful and interactive portrayal of your data.

Series with Data 

The following are the series types that have .data properties and which can be used to visualize your data.

See also

Note

The visualizations below are provided by Highcharts Core for Python and Highcharts Core. They are also available in the other libraries within the toolkit.

Series Type	Screenshot + Class Links
Arc Diagram	`highcharts_maps.options.plot_options.arcdiagram.ArcDiagramOptions` `highcharts_maps.options.series.arcdiagram.ArcDiagramSeries`
Area	`highcharts_maps.options.plot_options.area.AreaOptions` `highcharts_maps.options.series.area.AreaSeries`
Area Range	`highcharts_maps.options.plot_options.area.AreaRangeOptions` `highcharts_maps.options.series.area.AreaRangeSeries`
Area Spline	`highcharts_maps.options.plot_options.area.AreaSplineOptions` `highcharts_maps.options.series.area.AreaSplineSeries`
Area Spline Range	`highcharts_maps.options.plot_options.area.AreaSplineRangeOptions` `highcharts_maps.options.series.area.AreaSplineRangeSeries`
Bar	`highcharts_maps.options.plot_options.bar.BarOptions` `highcharts_maps.options.series.bar.BarSeries`
Bell Curve	`highcharts_maps.options.plot_options.bellcurve.BellCurveOptions` `highcharts_maps.options.series.bellcurve.BellCurveSeries`
Box Plot	`highcharts_maps.options.plot_options.boxplot.BoxPlotOptions` `highcharts_maps.options.series.boxplot.BoxPlotSeries`
Bubble	`highcharts_maps.options.plot_options.bubble.BubbleOptions` `highcharts_maps.options.series.bubble.BubbleSeries`
Bullet	`highcharts_maps.options.plot_options.bullet.BulletOptions` `highcharts_maps.options.series.bullet.BulletSeries`
Column	`highcharts_maps.options.plot_options.bar.ColumnOptions` `highcharts_maps.options.series.bar.ColumnSeries`
Column Pyramid	`highcharts_maps.options.plot_options.bar.ColumnPyramidOptions` `highcharts_maps.options.series.bar.ColumnPyramidSeries`
Column Range	`highcharts_maps.options.plot_options.bar.ColumnRangeOptions` `highcharts_maps.options.series.bar.ColumnRangeSeries`
Dependency Wheel	`highcharts_maps.options.plot_options.dependencywheel.DependencyWheelOptions` `highcharts_maps.options.series.dependencywheel.DependencyWheelSeries`
Dumbbell	`highcharts_maps.options.plot_options.dumbbell.DumbbellOptions` `highcharts_maps.options.series.dumbbell.DumbbellSeries`
Error Bar	`highcharts_maps.options.plot_options.boxplot.ErrorBarOptions` `highcharts_maps.options.series.boxplot.ErrorBarSeries`
Funnel	`highcharts_maps.options.plot_options.funnel.FunnelOptions` `highcharts_maps.options.series.funnel.FunnelSeries`
Funnel 3D	`highcharts_maps.options.plot_options.funnel.Funnel3DOptions` `highcharts_maps.options.series.funnel.Funnel3DSeries`
Gauge	`highcharts_maps.options.plot_options.gauge.GaugeOptions` `highcharts_maps.options.series.gauge.GaugeSeries`
Heatmap	`highcharts_maps.options.plot_options.heatmap.HeatmapOptions` `highcharts_maps.options.series.heatmap.HeatmapSeries`
Histogram	`highcharts_maps.options.plot_options.histogram.HistogramOptions` `highcharts_maps.options.series.histogram.HistogramSeries`
Item	`highcharts_maps.options.plot_options.item.ItemOptions` `highcharts_maps.options.series.item.ItemSeries`
Line	`highcharts_maps.options.plot_options.area.LineOptions` `highcharts_maps.options.series.area.LineSeries`
Lollipop	`highcharts_maps.options.plot_options.dumbbell.LollipopOptions` `highcharts_maps.options.series.dumbbell.LollipopSeries`
Network Graph	`highcharts_maps.options.plot_options.networkgraph.NetworkGraphOptions` `highcharts_maps.options.series.networkgraph.NetworkGraphSeries`
Organization	`highcharts_maps.options.plot_options.organization.OrganizationOptions` `highcharts_maps.options.series.organization.OrganizationSeries`
Packed Bubble	`highcharts_maps.options.plot_options.packedbubble.PackedBubbleOptions` `highcharts_maps.options.series.packedbubble.PackedBubbleSeries`
Pareto	`highcharts_maps.options.plot_options.pareto.ParetoOptions` `highcharts_maps.options.series.pareto.ParetoSeries`
Pictorial	`highcharts_maps.options.plot_options.pictorial.PictorialOptions` `highcharts_maps.options.series.pictorial.PictorialSeries`
Pie	`highcharts_maps.options.plot_options.pie.PieOptions` `highcharts_maps.options.series.pie.PieSeries`
Polygon	`highcharts_maps.options.plot_options.polygon.PolygonOptions` `highcharts_maps.options.series.polygon.PolygonSeries`
Pyramid	`highcharts_maps.options.plot_options.pyramid.PyramidOptions` `highcharts_maps.options.series.pyramid.PyramidSeries`
Pyramid 3D	`highcharts_maps.options.plot_options.pyramid.Pyramid3DOptions` `highcharts_maps.options.series.pyramid.Pyramid3DSeries`
Sankey	`highcharts_maps.options.plot_options.sankey.SankeyOptions` `highcharts_maps.options.series.sankey.SankeySeries`
Scatter	`highcharts_maps.options.plot_options.scatter.ScatterOptions` `highcharts_maps.options.series.scatter.ScatterSeries`
Scatter 3D	`highcharts_maps.options.plot_options.scatter.Scatter3DOptions` `highcharts_maps.options.series.scatter.Scatter3DSeries`
Solid Gauge	`highcharts_maps.options.plot_options.gauge.SolidGaugeOptions` `highcharts_maps.options.series.gauge.SolidGaugeSeries`
Spline	`highcharts_maps.options.plot_options.spline.SplineOptions` `highcharts_maps.options.series.spline.SplineSeries`
Stream Graph	`highcharts_maps.options.plot_options.area.StreamGraphOptions` `highcharts_maps.options.series.area.StreamGraphSeries`
Sunburst	`highcharts_maps.options.plot_options.sunburst.SunburstOptions` `highcharts_maps.options.series.sunburst.SunburstSeries`
Tilemap	`highcharts_maps.options.plot_options.heatmap.TilemapOptions` `highcharts_maps.options.series.heatmap.TilemapSeries`
Timeline	`highcharts_maps.options.plot_options.timeline.TimelineOptions` `highcharts_maps.options.series.timeline.TimelineSeries`
Treegraph	`highcharts_maps.options.plot_options.treegraph.TreegraphOptions` `highcharts_maps.options.series.treegraph.TreegraphSeries`
Treemap	`highcharts_maps.options.plot_options.treemap.TreemapOptions` `highcharts_maps.options.series.treemap.TreemapSeries`
Variable Pie	`highcharts_maps.options.plot_options.pie.VariablePieOptions` `highcharts_maps.options.series.pie.VariablePieSeries`
Vector	`highcharts_maps.options.plot_options.vector.VectorOptions` `highcharts_maps.options.series.vector.VectorSeries`
Venn	`highcharts_maps.options.plot_options.venn.VennOptions` `highcharts_maps.options.series.venn.VennSeries`
Waterfall	`highcharts_maps.options.plot_options.bar.WaterfallOptions` `highcharts_maps.options.series.bar.WaterfallSeries`
Wind Barb	`highcharts_maps.options.plot_options.bar.WindBarbOptions` `highcharts_maps.options.series.bar.WindBarbSeries`
Wordcloud	`highcharts_maps.options.plot_options.wordcloud.WordcloudOptions` `highcharts_maps.options.series.wordcloud.WordcloudSeries`
X-Range	`highcharts_maps.options.plot_options.bar.XRangeOptions` `highcharts_maps.options.series.bar.XRangeSeries`

Series Type	Screenshot + Class Links
Candlestick	`highcharts_stock.options.plot_options.candlestick.CandlestickOptions` `highcharts_stock.options.series.candlestick.CandlestickSeries`
HLC (High-Low-Close)	`highcharts_stock.options.plot_options.hlc.HLCOptions` `highcharts_stock.options.series.hlc.HLCSeries`
Hollow Candlestick	`highcharts_stock.options.plot_options.candlestick.HollowCandlestickOptions` `highcharts_stock.options.series.candlestick.HollowCandlestickSeries`
Heikin Ashi	`highcharts_stock.options.plot_options.candlestick.HeikinAshiOptions` `highcharts_stock.options.series.candlestick.HeikinAshiSeries`
OHLC (Open-High-Low-Close)	`highcharts_stock.options.plot_options.hlc.OHLCOptions` `highcharts_stock.options.series.hlc.OHLCSeries`

Series Type	Screenshot + Class Links
Flowmap	`highcharts_maps.options.plot_options.flowmap.FlowmapOptions` `highcharts_maps.options.series.flowmap.FlowmapSeries`
GeoHeatmap	`highcharts_maps.options.plot_options.flowmap.GeoHeatmapOptions` `highcharts_maps.options.series.flowmap.GeoHeatmapSeries`
Map	`highcharts_maps.options.plot_options.map.MapOptions` `highcharts_maps.options.series.map.MapSeries`
Map Bubble	`highcharts_maps.options.plot_options.mapbubble.MapBubbleOptions` `highcharts_maps.options.series.mapbubble.MapBubbleSeries`
Map Line	`highcharts_maps.options.plot_options.mapline.MapLineOptions` `highcharts_maps.options.series.mapline.MapLineSeries`
Map Point	`highcharts_maps.options.plot_options.mappoint.MapPointOptions` `highcharts_maps.options.series.mappoint.MapPointSeries`
Tiled Web Map	`highcharts_maps.options.plot_options.tiledwebmap.TiledWebMapOptions` `highcharts_maps.options.series.tiledwebmap.TiledWebMapSeries`

Series Type

Screenshot + Class Links

Gantt Chart

highcharts_gantt.options.plot_options.gantt.GanttOptions

highcharts_gantt.options.series.gantt.GanttSeries

X-Range

highcharts_gantt.options.plot_options.bar.XRangeOptions

highcharts_gantt.options.series.bar.XRangeSeries

Technical Indicators 

The following visualizations are supported as technical indicators, which are calculated dynamically from the data contained in series with data and overlaid onto your visualizations.

Error

The Highcharts Core for Python library and the related Highcharts Core JavaScript library do not support technical indicators.

Only Highcharts Stock for Python and Highcharts Stock support technical indicators.

Series Type

Screenshot + Class Links

Absolute Price Oscillator

(APO)

highcharts_stock.options.plot_options.oscillators.APOOptions

highcharts_stock.options.series.oscillators.APOSeries

Acceleration Bands

(ABANDS)

highcharts_stock.options.plot_options.abands.AbandsOptions

highcharts_stock.options.series.abands.AbandsSeries

Accumulation/Distribution

highcharts_stock.options.plot_options.ad.ADOptions

highcharts_stock.options.series.ad.ADSeries

Aroon

highcharts_stock.options.plot_options.aroon.AroonOptions

highcharts_stock.options.series.aroon.AroonSeries

Aroon Oscillator

highcharts_stock.options.plot_options.oscillators.AroonOscillatorOptions

highcharts_stock.options.series.oscillators.AroonOscillatorSeries

Average True Range

(ATR)

highcharts_stock.options.plot_options.atr.ATROptions

highcharts_stock.options.series.atr.ATRSeries

Awesome Oscillator

(AO)

highcharts_stock.options.plot_options.oscillators.ao.AOOptions

highcharts_stock.options.series.oscillators.ao.AOSeries

Bollinger Bands

(BB)

highcharts_stock.options.plot_options.abands.BBOptions

highcharts_stock.options.series.abands.BBSeries

Chaikin Money Flow

(CMF)

highcharts_stock.options.plot_options.oscillators.money_flow.CMFOptions

highcharts_stock.options.series.oscillators.money_flow.CMFSeries

Chaikin Oscillator

highcharts_stock.options.plot_options.oscillators.ChaikinOptions

highcharts_stock.options.series.oscillators.ChaikinSeries

Chande Momentum Oscillator

(CMO)

highcharts_stock.options.plot_options.oscillators.CMOOptions

highcharts_stock.options.series.oscillators.CMOSeries

Commodity Channel Index

(CCI)

highcharts_stock.options.plot_options.oscillators.CCIOptions

highcharts_stock.options.series.oscillators.CCISeries

Detrended Price Oscillator

(DPO)

highcharts_stock.options.plot_options.oscillators.DPOOptions

highcharts_stock.options.series.oscillators.DPOSeries

Directional Movement Index

(DMI)

highcharts_stock.options.plot_options.dmi.DMIOptions

highcharts_stock.options.series.dmi.DMISeries

Disparity Index

highcharts_stock.options.plot_options.disparity_index.DisparityIndexOptions

highcharts_stock.options.series.disparity_index.DisparityIndexSeries

Double Exponential

Moving Average

(DEMA)

highcharts_stock.options.plot_options.averages.DEMAOptions

highcharts_stock.options.series.averages.DEMASeries

Exponential Moving

Average

(EMA)

highcharts_stock.options.plot_options.averages.EMAOptions

highcharts_stock.options.series.averages.EMASeries

Flags

highcharts_stock.options.plot_options.flags.FlagsOptions

highcharts_stock.options.series.flags.FlagsSeries

Ichimoku Kinko Hyo

(IKH)

highcharts_stock.options.plot_options.momentum.ikh.IKHOptions

highcharts_stock.options.series.momentum.ikh.IKHSeries

Keltner Channels

highcharts_stock.options.plot_options.abands.KeltnerChannelsOptions

highcharts_stock.options.series.abands.KeltnerChannelsSeries

Klinger Oscillator

highcharts_stock.options.plot_options.oscillators.klinger.KlingerOptions

highcharts_stock.options.series.oscillators.klinger.KlingerSeries

Linear Regression

highcharts_stock.options.plot_options.linear_regressions.LinearRegressionOptions

highcharts_stock.options.series.linear_regressions.LinearRegressionSeries

Linear Regression

Angle

highcharts_stock.options.plot_options.linear_regressions.LinearRegressionAngleOptions

highcharts_stock.options.series.linear_regressions.LinearRegressionAngleSeries

Linear Regression

Intercept

highcharts_stock.options.plot_options.linear_regressions.LinearRegressionInterceptOptions

highcharts_stock.options.series.linear_regressions.LinearRegressionInterceptSeries

Linear Regression

Slope

highcharts_stock.options.plot_options.linear_regressions.LinearRegressionSlopeOptions

highcharts_stock.options.series.linear_regressions.LinearRegressionSlopeSeries

Momentum

highcharts_stock.options.plot_options.momentum.MomentumOptions

highcharts_stock.options.series.momentum.MomentumSeries

Money Flow Index

(MFI)

highcharts_stock.options.plot_options.oscillators.mfi.MFIOptions

highcharts_stock.options.series.oscillators.mfi.MFISeries

Moving Average

Convergence/Divergence

(MACD)

highcharts_stock.options.plot_options.momentum.macd.MACDOptions

highcharts_stock.options.series.momentum.macd.MACDSeries

Normalized Average True Range

(NATR)

highcharts_stock.options.plot_options.atr.NATROptions

highcharts_stock.options.series.atr.NATRSeries

On-Balance Volume

(OBV)

highcharts_stock.options.plot_options.momentum.OBVOptions

highcharts_stock.options.series.momentum.OBVSeries

Percentage Price Oscillator

(PPO)

highcharts_stock.options.plot_options.oscillators.ppo.PPOOptions

highcharts_stock.options.series.oscillators.ppo.PPOSeries

Pivot Points

highcharts_stock.options.plot_options.pivot_points.PivotPointsOptions

highcharts_stock.options.series.pivot_points.PivotPointsSeries

Price Channel

highcharts_stock.options.plot_options.abands.PCOptions

highcharts_stock.options.series.abands.PCSeries

Price Envelopes

highcharts_stock.options.plot_options.price_envelopes.PriceEnvelopesOptions

highcharts_stock.options.series.price_envelopes.PriceEnvelopesSeries

Parabolic SAR

(PSAR)

highcharts_stock.options.plot_options.psar.PSAROptions

highcharts_stock.options.series.psar.PSARSeries

Rate of Change

(ROC)

highcharts_stock.options.plot_options.momentum.ROCOptions

highcharts_stock.options.series.momentum.ROCSeries

Relative Strength Index

(RSI)

highcharts_stock.options.plot_options.momentum.RSIOptions

highcharts_stock.options.series.momentum.RSISeries

Simple Moving

Average

(SMA)

highcharts_stock.options.plot_options.averages.SMAOptions

highcharts_stock.options.series.averages.SMASeries

Slow Stochastic

Oscillator

highcharts_stock.options.plot_options.oscillators.stochastic.SlowStochasticOptions

highcharts_stock.options.series.oscillators.stochastic.SlowStochasticSeries

Stochastic Oscillator

highcharts_stock.options.plot_options.oscillators.stochastic.StochasticOptions

highcharts_stock.options.series.oscillators.stochastic.StochasticSeries

Supertrend

highcharts_stock.options.plot_options.momentum.supertrend.SupertrendOptions

highcharts_stock.options.series.momentum.supertrend.SupertrendSeries

Triple Exponential

Moving Average

(TEMA)

highcharts_stock.options.plot_options.averages.TEMAOptions

highcharts_stock.options.series.averages.TEMASeries

Trendline

highcharts_stock.options.plot_options.linear_regressions.TrendlineOptions

highcharts_stock.options.series.linear_regressions.TrendlineSeries

Triple Exponential

Average Oscillator

(TRIX)

highcharts_stock.options.plot_options.oscillators.TRIXOptions

highcharts_stock.options.series.oscillators.TRIXSeries

Volume-by-Price

(VBP)

highcharts_stock.options.plot_options.vbp.VBPOptions

highcharts_stock.options.series.vbp.VBPSeries

Volume Weighted

Average Price

(VWAP)

highcharts_stock.options.plot_options.averages.VWAPOptions

highcharts_stock.options.series.averages.VWAPSeries

Weighted Moving

Average

(WMA)

highcharts_stock.options.plot_options.averages.WMAOptions

highcharts_stock.options.series.averages.WMASeries

Williams %R

highcharts_stock.options.plot_options.oscillators.WilliamsROptions

highcharts_stock.options.series.oscillators.WilliamsRSeries

ZigZag

highcharts_stock.options.plot_options.zigzag.ZigZagOptions

highcharts_stock.options.series.zigzag.ZigZagSeries

Supported Visualizations

Series with Data

Technical Indicators

Supported Visualizations 

Series with Data 

Technical Indicators 