app/src/content/embeds/excess-caution.html

<div class="d3-excess-caution"></div>
<style>
  .d3-excess-caution {
    width: 100%;
    margin: 10px 0;
    position: relative;
    font-family: system-ui, -apple-system, sans-serif;
  }

  .d3-excess-caution svg {
    display: block;
    width: 100%;
    height: auto;
  }

  .d3-excess-caution .axes path,
  .d3-excess-caution .axes line {
    stroke: var(--axis-color, var(--text-color));
  }

  .d3-excess-caution .axes text {
    fill: var(--tick-color, var(--muted-color));
    font-size: 11px;
  }

  .d3-excess-caution .grid line {
    stroke: var(--grid-color, rgba(0,0,0,.08));
  }

  .d3-excess-caution .axes text.axis-label {
    font-size: 14px;
    font-weight: 500;
    fill: var(--text-color);
  }


  .d3-excess-caution .strip-point {
    opacity: 0.5;
  }

  .d3-excess-caution .mean-line {
    stroke-width: 4;
    cursor: pointer;
  }

  .d3-excess-caution .mean-line:hover {
    stroke-width: 5;
  }

  .d3-excess-caution .legend {
    font-size: 11px;
  }

  .d3-excess-caution .legend-text {
    fill: var(--text-color);
  }

  .d3-excess-caution .d3-tooltip {
    position: absolute;
    top: 0;
    left: 0;
    transform: translate(-9999px, -9999px);
    pointer-events: none;
    padding: 10px 12px;
    border-radius: 8px;
    font-size: 12px;
    line-height: 1.4;
    border: 1px solid var(--border-color);
    background: var(--surface-bg);
    color: var(--text-color);
    box-shadow: 0 4px 24px rgba(0,0,0,.18);
    opacity: 0;
    transition: opacity 0.12s ease;
    z-index: 10;
  }

  .d3-excess-caution .d3-tooltip .model-name {
    font-weight: 600;
    margin-bottom: 4px;
  }

  .d3-excess-caution .d3-tooltip .metric {
    display: flex;
    justify-content: space-between;
    gap: 16px;
  }

  .d3-excess-caution .d3-tooltip .metric-label {
    color: var(--muted-color);
  }

  .d3-excess-caution .d3-tooltip .metric-value {
    font-weight: 500;
  }
</style>
<script>
  (() => {
    const ensureD3 = (cb) => {
      if (window.d3 && typeof window.d3.select === 'function') return cb();
      let s = document.getElementById('d3-cdn-script');
      if (!s) {
        s = document.createElement('script');
        s.id = 'd3-cdn-script';
        s.src = 'https://cdn.jsdelivr.net/npm/d3@7/dist/d3.min.js';
        document.head.appendChild(s);
      }
      const onReady = () => { if (window.d3 && typeof window.d3.select === 'function') cb(); };
      s.addEventListener('load', onReady, { once: true });
      if (window.d3) onReady();
    };

    const bootstrap = () => {
      const scriptEl = document.currentScript;
      let container = scriptEl ? scriptEl.previousElementSibling : null;
      if (!(container && container.classList && container.classList.contains('d3-excess-caution'))) {
        const candidates = Array.from(document.querySelectorAll('.d3-excess-caution'))
          .filter((el) => !(el.dataset && el.dataset.mounted === 'true'));
        container = candidates[candidates.length - 1] || null;
      }
      if (!container) return;
      if (container.dataset) {
        if (container.dataset.mounted === 'true') return;
        container.dataset.mounted = 'true';
      }

      // Tooltip setup
      container.style.position = container.style.position || 'relative';
      const tip = document.createElement('div');
      tip.className = 'd3-tooltip';
      container.appendChild(tip);

      // SVG setup
      const svg = d3.select(container).append('svg');
      const gRoot = svg.append('g');

      // Chart groups
      const gGrid = gRoot.append('g').attr('class', 'grid');
      const gAxes = gRoot.append('g').attr('class', 'axes');
      const gPoints = gRoot.append('g').attr('class', 'points');
      const gMeans = gRoot.append('g').attr('class', 'means');
      const gLegend = gRoot.append('g').attr('class', 'legend');

      // State
      let data = null;
      let width = 800;
      let height = 450;
      const margin = { top: 20, right: 30, bottom: 50, left: 160 };

      // Scales (swapped: X is now linear, Y is categorical)
      const xScale = d3.scaleLinear();
      const yScale = d3.scaleBand();

      // Data loading
      const DATA_URL = '/data/excess_caution.json';

      // Seeded random for consistent jitter
      function seededRandom(seed) {
        const x = Math.sin(seed) * 10000;
        return x - Math.floor(x);
      }

      // Compute quartiles from array
      function computeQuartiles(values) {
        const sorted = [...values].sort((a, b) => a - b);
        const n = sorted.length;
        const q1 = sorted[Math.floor(n * 0.25)];
        const median = sorted[Math.floor(n * 0.5)];
        const q3 = sorted[Math.floor(n * 0.75)];
        return { q1, median, q3 };
      }

      function showTooltip(event, model) {
        const rect = container.getBoundingClientRect();
        const x = event.clientX - rect.left;
        const y = event.clientY - rect.top;
        const quartiles = computeQuartiles(model.values);

        tip.innerHTML = `
          <div class="model-name" style="color: ${model.color}">${model.name}</div>
          <div class="metric">
            <span class="metric-label">Mean:</span>
            <span class="metric-value">${model.mean.toFixed(2)}</span>
          </div>
          <div class="metric">
            <span class="metric-label">Median:</span>
            <span class="metric-value">${quartiles.median}</span>
          </div>
          <div class="metric">
            <span class="metric-label">Q1 / Q3:</span>
            <span class="metric-value">${quartiles.q1} / ${quartiles.q3}</span>
          </div>
          <div class="metric">
            <span class="metric-label">Samples:</span>
            <span class="metric-value">${model.count}</span>
          </div>
        `;

        const tipWidth = tip.offsetWidth || 150;
        const tipHeight = tip.offsetHeight || 100;
        let tipX = x + 12;
        let tipY = y - tipHeight / 2;

        if (tipX + tipWidth > width) tipX = x - tipWidth - 12;
        if (tipY < 0) tipY = 8;
        if (tipY + tipHeight > height) tipY = height - tipHeight - 8;

        tip.style.transform = `translate(${tipX}px, ${tipY}px)`;
        tip.style.opacity = '1';
      }

      function hideTooltip() {
        tip.style.opacity = '0';
        tip.style.transform = 'translate(-9999px, -9999px)';
      }

      function updateSize() {
        width = container.clientWidth || 800;
        // Taller chart for horizontal layout with 10 models
        height = Math.max(400, Math.round(width * 0.6));
        svg.attr('width', width).attr('height', height).attr('viewBox', `0 0 ${width} ${height}`);
        gRoot.attr('transform', `translate(${margin.left},${margin.top})`);
        return {
          innerWidth: width - margin.left - margin.right,
          innerHeight: height - margin.top - margin.bottom
        };
      }

      function render() {
        if (!data) return;

        const { innerWidth, innerHeight } = updateSize();

        // Sort models by mean (descending - most cautious at top)
        const models = [...data.models].sort((a, b) => b.mean - a.mean);

        // X scale: linear (early correct turns)
        const maxValue = d3.max(models, m => d3.max(m.values)) || 10;
        xScale
          .domain([0, maxValue + 0.5])
          .range([0, innerWidth]);

        // Y scale: categorical (model names)
        yScale
          .domain(models.map(m => m.name))
          .range([0, innerHeight])
          .padding(0.3);

        // Grid lines (vertical)
        const xTicks = xScale.ticks(6);
        gGrid.selectAll('.grid-x')
          .data(xTicks)
          .join('line')
          .attr('class', 'grid-x')
          .attr('x1', d => xScale(d))
          .attr('x2', d => xScale(d))
          .attr('y1', 0)
          .attr('y2', innerHeight);

        // Remove old horizontal grid lines
        gGrid.selectAll('.grid-y').remove();

        // Axes
        const tickSize = 6;

        gAxes.selectAll('.x-axis')
          .data([0])
          .join('g')
          .attr('class', 'x-axis')
          .attr('transform', `translate(0,${innerHeight})`)
          .call(d3.axisBottom(xScale)
            .ticks(6)
            .tickFormat(d3.format('d'))
            .tickSizeInner(-tickSize)
            .tickSizeOuter(0));

        gAxes.selectAll('.y-axis')
          .data([0])
          .join('g')
          .attr('class', 'y-axis')
          .call(d3.axisLeft(yScale)
            .tickSizeInner(-tickSize)
            .tickSizeOuter(0));

        // X-axis label
        gAxes.selectAll('.x-label')
          .data([0])
          .join('text')
          .attr('class', 'x-label axis-label')
          .attr('x', innerWidth / 2)
          .attr('y', innerHeight + 40)
          .attr('text-anchor', 'middle')
          .text('Early Correct Turns');

        // Remove old Y-axis label
        gAxes.selectAll('.y-label').remove();

        // Create flat array of all points with horizontal jitter
        const bandHeight = yScale.bandwidth();
        const jitterWidth = 8; // Fixed horizontal jitter in pixels
        const pointRadius = Math.min(2.5, bandHeight / 20);

        const allPoints = models.flatMap((model, modelIdx) =>
          model.values.map((value, i) => ({
            model,
            value,
            // Seeded random jitter for consistency (horizontal)
            jitter: (seededRandom(modelIdx * 1000 + i) - 0.5) * jitterWidth
          }))
        );

        // Draw all points as small circles
        gPoints.selectAll('.strip-point')
          .data(allPoints, (d, i) => `${d.model.name}-${i}`)
          .join('circle')
          .attr('class', 'strip-point')
          .attr('cx', d => xScale(d.value) + d.jitter)
          .attr('cy', d => yScale(d.model.name) + bandHeight / 2)
          .attr('r', pointRadius)
          .attr('fill', d => d.model.color);

        // Mean lines with hover (now vertical)
        const meanLineHeight = bandHeight * 0.78;
        gMeans.selectAll('.mean-line')
          .data(models, d => d.name)
          .join('line')
          .attr('class', 'mean-line')
          .attr('x1', d => xScale(d.mean))
          .attr('x2', d => xScale(d.mean))
          .attr('y1', d => yScale(d.name) + bandHeight / 2 - meanLineHeight / 2)
          .attr('y2', d => yScale(d.name) + bandHeight / 2 + meanLineHeight / 2)
          .attr('stroke', d => d.color)
          .on('mouseenter', (event, d) => showTooltip(event, d))
          .on('mousemove', (event, d) => showTooltip(event, d))
          .on('mouseleave', hideTooltip);

        // Legend
        gLegend.selectAll('.legend-note')
          .data([0])
          .join('text')
          .attr('class', 'legend-note legend-text')
          .attr('x', innerWidth / 2)
          .attr('y', innerHeight + 40)
          .attr('text-anchor', 'middle')
          .attr('font-size', '11px')
          .text('');
      }

      // Initialize
      fetch(DATA_URL, { cache: 'no-cache' })
        .then(r => r.json())
        .then(json => {
          data = json;
          render();
        })
        .catch(err => {
          const pre = document.createElement('pre');
          pre.style.color = 'red';
          pre.style.padding = '16px';
          pre.textContent = `Error loading data: ${err.message}`;
          container.appendChild(pre);
        });

      // Resize handling
      if (window.ResizeObserver) {
        new ResizeObserver(() => render()).observe(container);
      } else {
        window.addEventListener('resize', render);
      }

      // Theme change handling
      const observer = new MutationObserver(() => render());
      observer.observe(document.documentElement, {
        attributes: true,
        attributeFilter: ['data-theme']
      });
    };

    if (document.readyState === 'loading') {
      document.addEventListener('DOMContentLoaded', () => ensureD3(bootstrap), { once: true });
    } else {
      ensureD3(bootstrap);
    }
  })();
</script>