React Box Plot Chart

Creates a React Box Plot Chart using SciChart.js, using our new FastBoxPlotRenderableSeries chart type.

Also Known As: Box-and-Whisker Plot.

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drawExample.ts

index.tsx

theme.ts

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1import {
2    BoxPlotDataSeries,
3    CategoryAxis,
4    EAutoRange,
5    EAxisAlignment,
6    EDataPointWidthMode,
7    ENumericFormat,
8    FastBoxPlotRenderableSeries,
9    ICategoryAxisOptions,
10    NumberRange,
11    NumericAxis,
12    Rect,
13    SciChartSubSurface,
14    SciChartSurface,
15    ZoomExtentsModifier,
16    ZoomPanModifier,
17} from "scichart";
18import { appTheme } from "../../../theme";
19
20export const drawExample = async (rootElement: string | HTMLDivElement) => {
21    const { sciChartSurface, wasmContext } = await SciChartSurface.create(rootElement);
22
23    // 1st sub-surface
24    const sub1 = SciChartSubSurface.createSubSurface(sciChartSurface, {
25        position: new Rect(0, 0, 0.5, 1),
26        theme: appTheme.SciChartJsTheme,
27    });
28
29    sub1.xAxes.add(
30        new CategoryAxis(wasmContext, {
31            growBy: new NumberRange(0.05, 0.05),
32            labels: ["P1", "P2", "P3", "P4", "P5", "P6"],
33            axisAlignment: EAxisAlignment.Left,
34        })
35    );
36    sub1.yAxes.add(
37        new NumericAxis(wasmContext, {
38            axisAlignment: EAxisAlignment.Bottom,
39            growBy: new NumberRange(0.05, 0.05),
40            autoRange: EAutoRange.Once,
41            flippedCoordinates: true,
42            labelFormat: ENumericFormat.Decimal,
43            labelPrecision: 0,
44        })
45    );
46
47    const boxSeries1 = new FastBoxPlotRenderableSeries(wasmContext, {
48        dataSeries: new BoxPlotDataSeries(wasmContext, {
49            xValues: [1, 2, 3, 4, 5, 6],
50            minimumValues: [0, 1, 0.5, 0, 1, 0.5],
51            maximumValues: [10, 9, 9.5, 10, 9, 9.5],
52            medianValues: [4.5, 5.5, 5, 4.5, 5.5, 5],
53            lowerQuartileValues: [3, 4, 3.5, 3, 4, 3.5],
54            upperQuartileValues: [7, 6, 6.5, 7, 6, 6.5],
55        }),
56        stroke: appTheme.MutedSkyBlue,
57        fill: appTheme.MutedSkyBlue + "66",
58        strokeThickness: 2,
59        dataPointWidthMode: EDataPointWidthMode.Relative,
60        dataPointWidth: 0.5,
61        opacity: 0.8,
62        whiskers: {
63            stroke: appTheme.MutedSkyBlue,
64            strokeThickness: 2,
65            strokeDashArray: [5, 5],
66        },
67        cap: {
68            stroke: appTheme.MutedOrange,
69            strokeThickness: 2,
70            dataPointWidth: 0.5,
71        },
72        medianLine: {
73            stroke: appTheme.MutedOrange,
74            strokeThickness: 2,
75        },
76    });
77    sub1.renderableSeries.add(boxSeries1);
78
79    // 2nd sub-surface
80    const sub2 = SciChartSubSurface.createSubSurface(sciChartSurface, {
81        position: new Rect(0.5, 0, 0.5, 1),
82        theme: appTheme.SciChartJsTheme,
83    });
84
85    sub2.xAxes.add(
86        new NumericAxis(wasmContext, {
87            growBy: new NumberRange(0.1, 0.1),
88            autoRange: EAutoRange.Once,
89            labelFormat: ENumericFormat.Decimal,
90            labelPrecision: 0,
91        })
92    );
93    sub2.yAxes.add(
94        new NumericAxis(wasmContext, {
95            axisAlignment: EAxisAlignment.Left,
96            growBy: new NumberRange(0.05, 0.05),
97            autoRange: EAutoRange.Once,
98            flippedCoordinates: false,
99            labelFormat: ENumericFormat.Decimal,
100            labelPrecision: 0,
101        })
102    );
103
104    const boxSeries2 = new FastBoxPlotRenderableSeries(wasmContext, {
105        dataSeries: new BoxPlotDataSeries(wasmContext, {
106            xValues: [1, 2, 5, 7.5, 12],
107            minimumValues: [0, 1, 2, 5, 7],
108            lowerQuartileValues: [1, 2, 3.5, 6, 9],
109            medianValues: [3, 2.8, 6, 7, 10],
110            upperQuartileValues: [4, 3, 8, 9, 11],
111            maximumValues: [5, 4, 9.5, 10, 13],
112        }),
113        stroke: appTheme.MutedTeal,
114        fill: appTheme.MutedPurple + "66",
115        strokeThickness: 1,
116        dataPointWidthMode: EDataPointWidthMode.Range,
117        dataPointWidth: 0.6,
118        opacity: 0.8,
119        whiskers: {
120            stroke: appTheme.MutedTeal,
121            strokeThickness: 1,
122        },
123        cap: {
124            stroke: appTheme.MutedPurple,
125            strokeThickness: 2,
126            dataPointWidth: 0.5,
127        },
128        medianLine: {
129            stroke: appTheme.MutedPurple,
130            strokeThickness: 2,
131        },
132    });
133    sub2.renderableSeries.add(boxSeries2);
134
135    sub2.chartModifiers.add(new ZoomPanModifier(), new ZoomExtentsModifier());
136
137    sub2.chartModifiers.add(new ZoomPanModifier(), new ZoomExtentsModifier());
138
139    return { sciChartSurface, wasmContext };
140};
141

Box Plot Chart - React

Overview

This React example illustrates how to integrate a Box Plot Chart using SciChart.js, rendering four statistical visualizations in a grid layout. The example leverages the <SciChartReact/> component for seamless React integration.

Technical Implementation

The chart is initialized via the initChart prop, which references the drawExample function. This function creates a SciChartSurface with four sub-surfaces, each containing a FastBoxPlotRenderableSeries. Data is configured using BoxPlotDataSeries, with axes tailored for categorical and numeric data.

Features and Capabilities

The example showcases React-friendly chart lifecycle management and dynamic sub-surface positioning. Each box plot is styled independently, with options to customize whiskers, caps, and median lines.

Integration and Best Practices

The implementation adheres to React best practices, using the SciChartReact component for efficient rendering. Developers can explore further customization via SciChart React documentation.

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