D3.js v6 Force-Simulation Bubble Chart

Key Concepts

• Use d3.forceSimulation() with forceX, forceY, forceCollide, and forceManyBody to position bubbles.
• Cluster by category using forceX(sectorX).strength(...) and forceY(sectorY).strength(...).
• Size bubbles via a d3.scaleSqrt() mapped from data (e.g., market cap) to radius.
• Color bubbles via d3.scaleOrdinal(d3.schemeTableau10) keyed on sector.

Force Simulation Pattern

const simulation = d3.forceSimulation(data)
  .force("x", d3.forceX(d => sectorX(d.sector)).strength(0.3))
  .force("y", d3.forceY(d => sectorY(d.sector)).strength(0.3))
  .force("collide", d3.forceCollide(d => radiusScale(d.marketCap) + 1.5))
  .force("charge", d3.forceManyBody().strength(-2))
  .on("tick", ticked);

Sector Clustering

Assign each sector a target (x, y) position to group bubbles:

const sectors = [...new Set(data.map(d => d.sector))];
const sectorPositions = {};
sectors.forEach((s, i) => {
  const angle = (2 * Math.PI * i) / sectors.length;
  sectorPositions[s] = {
    x: centerX + clusterRadius * Math.cos(angle),
    y: centerY + clusterRadius * Math.sin(angle)
  };
});

Tooltips

Use a div.tooltip with position: absolute and pointer-events: none. Show on mouseover, hide on mouseout.

Legend

Render colored rectangles + text labels for each sector using SVG <g> elements.