Numbers

Statistics

LineUp-lite computes the following statistics for a numerical attribute:

export interface INumberStats extends IBoxPlot, INumericStats<number> {}

see INumberStats API Docs

Generator Function

The statistics are the same as the number attribute ones.

see numberStatsGenerator API Docs

Example

Live Editor

// import { numberStatsGenerator } from '@lineup-lite/components'; function Example() { const compute = numberStatsGenerator(); const data = [ [10, 20, 40, 30, 15], [21, 39, 25, 42, 18], [16, 44, 30, 32, 31], [39, 50, 43, 32, 24], [36, 19, 37, 38, 17], ]; const stats = compute(data); return <pre>{JSON.stringify(stats, null, 2)}</pre>; }

// import { numberStatsGenerator } from '@lineup-lite/components';

function Example() {
  const compute = numberStatsGenerator();
  const data = [
    [10, 20, 40, 30, 15],
    [21, 39, 25, 42, 18],
    [16, 44, 30, 32, 31],
    [39, 50, 43, 32, 24],
    [36, 19, 37, 38, 17],
  ];
  const stats = compute(data);

  return <pre>{JSON.stringify(stats, null, 2)}</pre>;
}

Result

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Visualization

Cell

HeatMap1D React component

Live Editor

// import { numberStatsGenerator, NumberBar, NumberColor, NumberSymbol } from '@lineup-lite/components'; function Example() { const compute = numberStatsGenerator(); const data = [ [10, 20, 40, 30, 15], [21, 39, 25, 42, 18], [16, 44, 30, 32, 31], [39, 50, 43, 32, 24], [36, 19, 37, 38, 17], ]; const stats = compute(data); return ( <div> <HeatMap1D value={data[0]} scale={stats.scale} color={stats.color} format={stats.format} /> <HeatMap1D value={data[1]} scale={stats.scale} color={stats.color} format={stats.format} /> <HeatMap1D value={data[2]} scale={stats.scale} color={stats.color} format={stats.format} /> </div> ); }

// import { numberStatsGenerator, NumberBar, NumberColor, NumberSymbol } from '@lineup-lite/components';

function Example() {
  const compute = numberStatsGenerator();
  const data = [
    [10, 20, 40, 30, 15],
    [21, 39, 25, 42, 18],
    [16, 44, 30, 32, 31],
    [39, 50, 43, 32, 24],
    [36, 19, 37, 38, 17],
  ];
  const stats = compute(data);

  return (
    <div>
      <HeatMap1D value={data[0]} scale={stats.scale} color={stats.color} format={stats.format} />
      <HeatMap1D value={data[1]} scale={stats.scale} color={stats.color} format={stats.format} />
      <HeatMap1D value={data[2]} scale={stats.scale} color={stats.color} format={stats.format} />
    </div>
  );
}

Result

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LineChart React component

Live Editor

// import { numberStatsGenerator, LineChart } from '@lineup-lite/components'; function Example() { const compute = numberStatsGenerator(); const data = [ [10, 20, 40, 30, 15], [21, 39, 25, 42, 18], [16, 44, 30, 32, 31], [39, 50, 43, 32, 24], [36, 19, 37, 38, 17], ]; const stats = compute(data); return ( <div> <LineChart value={data[0]} scale={stats.scale} color={stats.color} format={stats.format} /> <LineChart value={data[1]} scale={stats.scale} color={stats.color} format={stats.format} /> <LineChart value={data[2]} scale={stats.scale} color={stats.color} format={stats.format} /> <LineChart value={data[0]} scale={stats.scale} color={stats.color} format={stats.format} fill /> <LineChart value={data[1]} scale={stats.scale} color={stats.color} format={stats.format} fill /> <LineChart value={data[2]} scale={stats.scale} color={stats.color} format={stats.format} fill /> <LineChart value={data[0]} scale={stats.scale} color={stats.color} format={stats.format} gradient /> <LineChart value={data[1]} scale={stats.scale} color={stats.color} format={stats.format} gradient /> <LineChart value={data[2]} scale={stats.scale} color={stats.color} format={stats.format} gradient /> <LineChart value={data[0]} scale={stats.scale} color={stats.color} format={stats.format} fill gradient /> <LineChart value={data[1]} scale={stats.scale} color={stats.color} format={stats.format} fill gradient /> <LineChart value={data[2]} scale={stats.scale} color={stats.color} format={stats.format} fill gradient /> </div> ); }

// import { numberStatsGenerator, LineChart } from '@lineup-lite/components';

function Example() {
  const compute = numberStatsGenerator();
  const data = [
    [10, 20, 40, 30, 15],
    [21, 39, 25, 42, 18],
    [16, 44, 30, 32, 31],
    [39, 50, 43, 32, 24],
    [36, 19, 37, 38, 17],
  ];
  const stats = compute(data);

  return (
    <div>
      <LineChart value={data[0]} scale={stats.scale} color={stats.color} format={stats.format} />
      <LineChart value={data[1]} scale={stats.scale} color={stats.color} format={stats.format} />
      <LineChart value={data[2]} scale={stats.scale} color={stats.color} format={stats.format} />

      <LineChart value={data[0]} scale={stats.scale} color={stats.color} format={stats.format} fill />
      <LineChart value={data[1]} scale={stats.scale} color={stats.color} format={stats.format} fill />
      <LineChart value={data[2]} scale={stats.scale} color={stats.color} format={stats.format} fill />

      <LineChart value={data[0]} scale={stats.scale} color={stats.color} format={stats.format} gradient />
      <LineChart value={data[1]} scale={stats.scale} color={stats.color} format={stats.format} gradient />
      <LineChart value={data[2]} scale={stats.scale} color={stats.color} format={stats.format} gradient />

      <LineChart value={data[0]} scale={stats.scale} color={stats.color} format={stats.format} fill gradient />
      <LineChart value={data[1]} scale={stats.scale} color={stats.color} format={stats.format} fill gradient />
      <LineChart value={data[2]} scale={stats.scale} color={stats.color} format={stats.format} fill gradient />
    </div>
  );
}

Result

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Aggregation

BoxPlotArray React component

Live Editor

// import { numberStatsGenerator, BoxPlotArray } from '@lineup-lite/components'; function Example() { const compute = numberStatsGenerator(); const data = [ [10, 20, 40, 30, 15], [21, 39, 25, 42, 18], [16, 44, 30, 32, 31], [39, 50, 43, 32, 24], [36, 19, 37, 38, 17], ]; const stats = compute(data); const vs = data[0].map((_, i) => compute(data.map((d) => d[i]))); return ( <div> <BoxPlotArray value={vs} format={stats.format} scale={stats.scale} color={stats.color} style={{ height: 100 }} /> </div> ); }

// import { numberStatsGenerator, BoxPlotArray } from '@lineup-lite/components';

function Example() {
  const compute = numberStatsGenerator();
  const data = [
    [10, 20, 40, 30, 15],
    [21, 39, 25, 42, 18],
    [16, 44, 30, 32, 31],
    [39, 50, 43, 32, 24],
    [36, 19, 37, 38, 17],
  ];
  const stats = compute(data);

  const vs = data[0].map((_, i) => compute(data.map((d) => d[i])));

  return (
    <div>
      <BoxPlotArray value={vs} format={stats.format} scale={stats.scale} color={stats.color} style={{ height: 100 }} />
    </div>
  );
}

Result

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MultiLineChart React component

Live Editor

// import { numberStatsGenerator, MultiLineChart } from '@lineup-lite/components'; function Example() { const compute = numberStatsGenerator(); const data = [ [10, 20, 40, 30, 15], [21, 39, 25, 42, 18], [16, 44, 30, 32, 31], [39, 50, 43, 32, 24], [36, 19, 37, 38, 17], ]; const stats = compute(data); return ( <div> <MultiLineChart value={data} format={stats.format} scale={stats.scale} color={stats.color} style={{ height: 100 }} /> <MultiLineChart value={data} format={stats.format} scale={stats.scale} color={stats.color} style={{ height: 100 }} fill /> <MultiLineChart value={data} format={stats.format} scale={stats.scale} color={stats.color} style={{ height: 100 }} gradient /> <MultiLineChart value={data} format={stats.format} scale={stats.scale} color={stats.color} style={{ height: 100 }} fill gradient /> </div> ); }

// import { numberStatsGenerator, MultiLineChart } from '@lineup-lite/components';

function Example() {
  const compute = numberStatsGenerator();
  const data = [
    [10, 20, 40, 30, 15],
    [21, 39, 25, 42, 18],
    [16, 44, 30, 32, 31],
    [39, 50, 43, 32, 24],
    [36, 19, 37, 38, 17],
  ];
  const stats = compute(data);

  return (
    <div>
      <MultiLineChart
        value={data}
        format={stats.format}
        scale={stats.scale}
        color={stats.color}
        style={{ height: 100 }}
      />
      <MultiLineChart
        value={data}
        format={stats.format}
        scale={stats.scale}
        color={stats.color}
        style={{ height: 100 }}
        fill
      />
      <MultiLineChart
        value={data}
        format={stats.format}
        scale={stats.scale}
        color={stats.color}
        style={{ height: 100 }}
        gradient
      />
      <MultiLineChart
        value={data}
        format={stats.format}
        scale={stats.scale}
        color={stats.color}
        style={{ height: 100 }}
        fill
        gradient
      />
    </div>
  );
}

Result

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Interactive Summary

FilterRangeHistogram React component or FilterRangeBoxPlot React component

Live Editor

// import { numberStatsGenerator, FilterRangeHistogram, FilterRangeBoxPlot } from '@lineup-lite/components'; function Example() { const compute = numberStatsGenerator(); const data = [ [10, 20, 40, 30, 15], [21, 39, 25, 42, 18], [16, 44, 30, 32, 31], [39, 50, 43, 32, 24], [36, 19, 37, 38, 17], ]; const stats = compute(data); console.log(stats.min, stats.max); const [filterValue, setFilter] = React.useState(null); const filtered = filterValue ? data.filter((vs) => vs.every( (d) => (filterValue[0] == null || filterValue[0] <= d) && (filterValue[1] == null || d <= filterValue[1]) ) ) : data; const filteredStats = numberStatsGenerator({ min: stats.min, max: stats.max, numberOfBins: stats.hist.length })( filtered ); return ( <div> <FilterRangeHistogram s={filteredStats} preFilter={stats} filterValue={filterValue} setFilter={setFilter} summary style={{ height: 100 }} /> <FilterRangeBoxPlot s={filteredStats} preFilter={stats} filterValue={filterValue} setFilter={setFilter} summary style={{ height: 100 }} /> </div> ); }

// import { numberStatsGenerator, FilterRangeHistogram, FilterRangeBoxPlot } from '@lineup-lite/components';

function Example() {
  const compute = numberStatsGenerator();
  const data = [
    [10, 20, 40, 30, 15],
    [21, 39, 25, 42, 18],
    [16, 44, 30, 32, 31],
    [39, 50, 43, 32, 24],
    [36, 19, 37, 38, 17],
  ];
  const stats = compute(data);
  console.log(stats.min, stats.max);

  const [filterValue, setFilter] = React.useState(null);
  const filtered = filterValue
    ? data.filter((vs) =>
        vs.every(
          (d) => (filterValue[0] == null || filterValue[0] <= d) && (filterValue[1] == null || d <= filterValue[1])
        )
      )
    : data;
  const filteredStats = numberStatsGenerator({ min: stats.min, max: stats.max, numberOfBins: stats.hist.length })(
    filtered
  );

  return (
    <div>
      <FilterRangeHistogram
        s={filteredStats}
        preFilter={stats}
        filterValue={filterValue}
        setFilter={setFilter}
        summary
        style={{ height: 100 }}
      />
      <FilterRangeBoxPlot
        s={filteredStats}
        preFilter={stats}
        filterValue={filterValue}
        setFilter={setFilter}
        summary
        style={{ height: 100 }}
      />
    </div>
  );
}

Result

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