demo D253

Series decomposition in React

Read a series as its trend, its seasonal rhythm and the residual, stacked to compare

type: 'decomposition', trend, seasonal, residual

This reads a series as its trend, its seasonal rhythm and the residual, stacked to compare. It pulls apart what is a long-term direction, what is a repeating pattern, and what is noise, so each can be judged on its own.

Building…

Loading a live grid…

This is the React version. The grid mounts through the createLatticeGrid adapter, which takes its configuration as ordinary props and hands back the live grid through a ref. The grid below is the same one every other tab runs.

The configuration

<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/@toclocoinc/lattice-grid@1.71.0/lattice-grid.min.css">

<div id="app"></div>

<script type="module">
  import React from 'https://esm.sh/react@18';
  import { createRoot } from 'https://esm.sh/react-dom@18/client';
  import { createGrid } from 'https://cdn.jsdelivr.net/npm/@toclocoinc/lattice-grid@1.71.0/lattice-grid.esm.min.js';
  import { createLatticeReact } from 'https://cdn.jsdelivr.net/npm/@toclocoinc/lattice-grid@1.71.0/modules/react.esm.min.js';
  import { createChart } from 'https://cdn.jsdelivr.net/npm/@toclocoinc/lattice-grid@1.71.0/modules/charts.esm.min.js';
  import 'https://cdn.jsdelivr.net/npm/@toclocoinc/lattice-grid@1.71.0/modules/chart-decomposition.esm.min.js';  // opt in to the decomposition type

  const { LatticeGrid, LatticeChart } = createLatticeReact({ React, createGrid, createChart });

  const columns = [
      { field: 'month', title: 'Month' },
      { field: 'observed', title: 'Observed', type: 'number' },
      { field: 'trend', title: 'Trend', type: 'number' },
      { field: 'seasonal', title: 'Seasonal', type: 'number' },
      { field: 'residual', title: 'Residual', type: 'number' },
  ];

  const rows = [/* a series split into its parts: month, observed, trend, seasonal, residual */];

  function App() {
    const [grid, setGrid] = React.useState(null);

    return (
      <>
        {grid && (
          <LatticeChart grid={grid} type="decomposition" observed="observed" trend="trend" seasonal="seasonal" residual="residual" title="A series and its parts" style={{ height: '400px' }} />
        )}
        <LatticeGrid
          rowKey="id"
          columns={columns}
          rows={rows}
          onGridReady={setGrid}
          style={{ height: '320px', marginTop: '14px' }}
        />
      </>
    );
  }

  createRoot(document.getElementById('app')).render(<App />);
</script>