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Statistical charts

Relationships and distributions: effect against significance, three measures at once, a ranking, and a matrix that keeps four kinds of cell apart. Same rules as every chart — named, exact values available, nothing missing drawn as zero — and the same motion.

Volcano

effect against significance · three states · named points

Experiment results

Lift against significance. Beyond both dashed lines is a finding; grey is a measured null result.

View data for Experiment results: lift against significance
Experiment results: lift against significance
PointLift in conversion (%)−log₁₀ pResult
Experiment 1-7.811Below threshold
Experiment 23.181.07Below threshold
Experiment 3-0.540.5Below threshold
Experiment 43.680.55Below threshold
Experiment 54.231.14Below threshold
Experiment 6-2.110.71Below threshold
Experiment 7-3.261.63Negative
Experiment 86.040.63Below threshold
Experiment 9-5.531.16Below threshold
Experiment 104.190.87Below threshold
Experiment 110.860.78Below threshold
Experiment 127.462.83Positive
Experiment 135.240.23Below threshold
Experiment 14-2.290.45Below threshold
Experiment 15-6.592.57Negative
Experiment 16-1.171Below threshold
Experiment 173.251.27Below threshold
Experiment 18-2.30.25Below threshold
Experiment 196.611.11Below threshold
Experiment 202.120.36Below threshold
Experiment 212.951.66Below threshold
Experiment 225.232.28Positive
Experiment 23-6.131.98Negative
Experiment 246.263.37Positive
Experiment 251.511.43Below threshold
Experiment 260.780.29Below threshold
Experiment 270.260.62Below threshold
Experiment 280.791.05Below threshold
Experiment 290.920.69Below threshold
Experiment 302.281.2Below threshold
Experiment 31-30.33Below threshold
Experiment 32-7.613.9Negative
Experiment 332.090.51Below threshold
Experiment 341.521.29Below threshold
Experiment 35-3.552.1Negative
Experiment 364.882.03Positive
Experiment 37-5.772.99Negative
Experiment 381.070.39Below threshold
Experiment 39-4.632.38Negative
Experiment 403.771.91Positive
Experiment 411.751.34Below threshold
Experiment 42-0.170.49Below threshold
Experiment 434.731.97Positive
Experiment 440.880.61Below threshold
Experiment 45-5.120.93Below threshold
Experiment 46-0.360.03Below threshold
Experiment 47-5.230.14Below threshold
Experiment 486.022.71Positive
Experiment 49-5.211.35Negative
Experiment 503.720.9Below threshold
Experiment 514.662.13Positive
Experiment 520.480.5Below threshold
Experiment 5310.55Below threshold
Experiment 544.420.36Below threshold
Experiment 555.232.57Positive
Experiment 56-1.120.92Below threshold
Experiment 57-3.981.03Below threshold
Experiment 585.281.74Positive
Experiment 590.820.43Below threshold
Experiment 600.590.79Below threshold
Experiment 611.161.19Below threshold
Experiment 62-0.070.57Below threshold
Experiment 636.92.23Positive
Experiment 64-5.42Negative
Experiment 651.760.98Below threshold
Experiment 66-3.270.68Below threshold
Experiment 673.711.87Positive
Experiment 68-3.850.69Below threshold
Experiment 696.823.07Positive
Experiment 707.41.54Positive
Experiment 71-3.481.16Below threshold
Experiment 723.421.67Positive
Experiment 733.611.48Positive
Experiment 74-3.651.75Negative
Experiment 75-5.762.24Negative
Experiment 760.950.95Below threshold
Experiment 777.250.58Below threshold
Experiment 78-3.411.12Below threshold
Experiment 796.562.96Positive
Experiment 806.531.21Below threshold
Experiment 816.812.71Positive
Experiment 82-2.661.87Below threshold
Experiment 835.480.14Below threshold
Experiment 844.040.26Below threshold
Experiment 856.591.28Below threshold
Experiment 86-3.811.94Negative
Experiment 87-7.082.21Negative
Experiment 88-6.680.56Below threshold
Experiment 894.631.66Positive
Experiment 90-0.040.39Below threshold
Experiment 91-1.010.38Below threshold
Experiment 924.361.15Below threshold
Experiment 935.320.23Below threshold
Experiment 943.471.62Positive
Experiment 955.441.83Positive
Experiment 96-6.481.1Below threshold
Experiment 973.090.77Below threshold
Experiment 98-6.871.94Negative
Experiment 994.470.92Below threshold
Experiment 100-5.270.73Below threshold
Experiment 1016.090.11Below threshold
Experiment 1027.043.31Positive
Experiment 1031.210.52Below threshold
Experiment 1040.290.49Below threshold
Experiment 1053.541.4Positive
Experiment 1061.120.23Below threshold
Experiment 1076.730.95Below threshold
Experiment 108-3.461.18Below threshold
Experiment 1095.182.64Positive
Experiment 1103.321.8Positive
Experiment 1113.231.25Below threshold
Experiment 112-1.550.72Below threshold
Experiment 113-4.131.4Negative
Experiment 1142.81.11Below threshold
Experiment 115-4.131.79Negative
Experiment 116-0.960.82Below threshold
Experiment 117-6.011.93Negative
Experiment 1182.550.78Below threshold
Experiment 119-1.31.12Below threshold
Experiment 1200.190.31Below threshold
Experiment 1217.610.83Below threshold
Experiment 122-0.850.48Below threshold
Experiment 123-4.392.49Negative
Experiment 1240.550.37Below threshold
Experiment 125-0.290.06Below threshold
Experiment 1263.221.28Below threshold
Experiment 127-7.892.24Negative
Experiment 128-3.011.48Negative
Experiment 129-3.31.37Negative
Experiment 130-3.20.66Below threshold
Experiment 131-6.11.86Negative
Experiment 1322.751.61Below threshold
Experiment 1331.20.84Below threshold
Experiment 1344.041.61Positive
Experiment 1351.591.09Below threshold
Experiment 1363.552.09Positive
Experiment 1372.790.91Below threshold
Experiment 138-3.921.92Negative
Experiment 1396.50.71Below threshold
Experiment 1400.30.33Below threshold
Experiment 141-5.071.31Negative
Experiment 1422.330.43Below threshold
Experiment 143-3.021.35Negative
Experiment 144-5.581.22Below threshold
Experiment 145-7.992.57Negative
Experiment 1467.622.52Positive
Experiment 1471.740.92Below threshold
Experiment 148-3.61.12Below threshold
Experiment 1494.241.62Positive
Experiment 150-1.920.73Below threshold
Experiment 151-6.981.43Negative
Experiment 1524.20.57Below threshold
Experiment 153-6.441.72Negative
Experiment 1546.212.22Positive
Experiment 1555.80.2Below threshold
Experiment 156-4.681.24Below threshold
Experiment 157-5.561.44Negative
Experiment 158-7.860.53Below threshold
Experiment 159-1.190.2Below threshold
Experiment 160-0.981.03Below threshold

Grey is a result. A point inside the cuts was measured and showed nothing; it is drawn, smaller and neutral, never left out.

The chart never transforms data. Significance arrives already as −log₁₀ p; a chart that logged its input would record the transform only in an axis label.

PlotFrame draws the axes, grid, and reference lines; the marks are children. It keeps its aspect ratio, so points stay round, and it has one y axis — always.

Sourcecomponents/charts/volcano/doc.ts · components/charts/volcano/volcano.tsx · components/charts/plot-frame/doc.ts · components/charts/plot-frame/plot-frame.tsx · components/charts/plot-frame/plot-frame.module.css · components/charts/_kernel/scatter.ts · components/charts/_kernel/plot.ts

components/charts/volcano/doc.ts

/**
 * Volcano — effect against significance.
 *
 * ┌───────────────────────────────────────────────────────────────────────────┐
 * │ § CONTRACT — the oracle. Names no library, contains no code.              │
 * └───────────────────────────────────────────────────────────────────────────┘
 *
 * # Shape
 *
 *     label              REQUIRED
 *     points             { id, x (effect, signed), y (significance), label? }[]
 *     effectCut?         |x| at or beyond this is an effect, default 1
 *     significanceCut?   y at or above this is significant, default 1.3
 *     xTitle?, yTitle?   what the axes measure
 *     labelled?          ids to name beside their point
 *     aspect?, formatValue?, animation?  (default entrance: pop)
 *
 * # Behaviour
 *
 * R1  Three states: beyond both cuts and positive, beyond both and negative,
 *     and everything else — which is a measured result, drawn grey and
 *     smaller, never omitted.
 * R2  The chart never transforms data: y arrives as the caller computed it.
 * R3  The cuts are drawn as reference lines, and always inside the axes.
 * R4  Points with a non-finite x or y are not drawn; the table lists them as
 *     unavailable.
 * R5  Only the named points are labelled: a label on every point is a wall
 *     of text.
 */
export {};

components/charts/volcano/volcano.tsx

"use client";

import { TBody, Td, Th, THead, Tr } from "@/components/display/table";
import type { AnimationProp } from "@/lib/motion";
import { useTweened } from "@/lib/motion/react";
import { cn } from "@/lib/utils/cn";
import { formatExact } from "../_kernel/format";
import { spreadLabels } from "../_kernel/plot";
import {
  scatterScales,
  validPoint,
  volcanoState,
  volcanoTarget,
  type VolcanoPoint,
} from "../_kernel/scatter";
import { ChartData } from "../_shared/chart-data";
import chart from "../_shared/chart.module.css";
import { useChartMotion } from "../_shared/use-chart-motion";
import { PlotFrame } from "../plot-frame";

export type { VolcanoPoint };

export type VolcanoProps = {
  /** Names the chart. */
  label: string;
  points: readonly VolcanoPoint[];
  /** |x| at or beyond this is a meaningful effect. */
  effectCut?: number;
  /** y at or above this is significant. */
  significanceCut?: number;
  xTitle?: string;
  yTitle?: string;
  /** Ids to name beside their point. A judgement the caller makes: a label
   *  on every point is a wall of text. */
  labelled?: readonly string[];
  /** The plot's width over its height. */
  aspect?: number;
  formatValue?: (value: number) => string;
  /** Default: points pop in, when scrolled into view. */
  animation?: AnimationProp;
  className?: string;
};

const RESULT = { up: "Positive", down: "Negative", quiet: "Below threshold" };

/** Effect against significance: the points beyond both cuts are the
 *  finding, and "not significant" is a result, drawn grey. */
export function Volcano({
  label,
  points,
  effectCut = 1,
  significanceCut = 1.3,
  xTitle = "Effect",
  yTitle = "Significance",
  labelled = [],
  aspect = 1.6,
  formatValue = formatExact,
  animation,
  className,
}: VolcanoProps) {
  const { rootProps, update } = useChartMotion(animation, {
    enter: "pop",
    axis: "y",
  });
  const model = volcanoTarget(points, effectCut, significanceCut);
  const shown = useTweened(model.target, update);
  const plot = scatterScales(shown, model.xStep, model.yStep, aspect);
  const named = new Set(labelled);

  return (
    <div {...rootProps} className={cn(chart.root, className)}>
      {points.length === 0 ? (
        <p className={chart.empty}>No data to display.</p>
      ) : model.valid.length === 0 ? (
        <p className={chart.empty}>Measurements unavailable.</p>
      ) : (
        <PlotFrame
          label={label}
          aspect={aspect}
          xTicks={plot.xTicks}
          yTicks={plot.yTicks}
          xTitle={xTitle}
          yTitle={yTitle}
          rules={[
            { key: "sig", y: plot.y(significanceCut) },
            { key: "up", x: plot.x(effectCut) },
            { key: "down", x: plot.x(-effectCut) },
          ]}
          notes={spreadLabels(
            model.valid
              .filter(
                (p) => named.has(p.id) && shown[`${p.id}|x`] !== undefined,
              )
              .map((p) => ({
                key: p.id,
                x: plot.x(shown[`${p.id}|x`]) / plot.width,
                y: plot.y(shown[`${p.id}|y`]) / plot.height,
                text: p.label ?? p.id,
              })),
          )}
        >
          {model.valid.map((p) => {
            const px = shown[`${p.id}|x`];
            const py = shown[`${p.id}|y`];
            if (px === undefined || py === undefined) return null;
            const state = volcanoState(p, effectCut, significanceCut);
            return (
              <circle
                key={p.id}
                data-mark
                data-state={state}
                className={chart.dot}
                cx={plot.x(px)}
                cy={plot.y(py)}
                r={state === "quiet" ? 4.5 : 6.5}
              />
            );
          })}
        </PlotFrame>
      )}
      {points.length ? (
        <ChartData label={label}>
          <THead>
            <Tr>
              <Th>Point</Th>
              <Th numeric>{xTitle}</Th>
              <Th numeric>{yTitle}</Th>
              <Th>Result</Th>
            </Tr>
          </THead>
          <TBody>
            {points.map((p) => (
              <Tr key={p.id}>
                <Th scope="row">{p.label ?? p.id}</Th>
                <Td numeric>
                  {Number.isFinite(p.x) ? formatValue(p.x) : "Unavailable"}
                </Td>
                <Td numeric>
                  {Number.isFinite(p.y) ? formatValue(p.y) : "Unavailable"}
                </Td>
                <Td>
                  {validPoint(p)
                    ? RESULT[volcanoState(p, effectCut, significanceCut)]
                    : "Unavailable"}
                </Td>
              </Tr>
            ))}
          </TBody>
        </ChartData>
      ) : null}
    </div>
  );
}

components/charts/plot-frame/doc.ts

/**
 * PlotFrame — two numeric axes and a plot area for marks.
 *
 * ┌───────────────────────────────────────────────────────────────────────────┐
 * │ § CONTRACT — the oracle. Names no library, contains no code.              │
 * └───────────────────────────────────────────────────────────────────────────┘
 *
 * # Shape
 *
 *     label            REQUIRED, names the plot image
 *     aspect?          width over height, default 1.6
 *     xTicks, yTicks   { value, at (0–1 of the plot), label }[]
 *     xTitle?, yTitle? what each axis measures
 *     rules?           { x? | y? }[] — lines to compare against
 *     notes?           { x, y (0–1), text, kind?, corner? }[] — text over the
 *                      plot, beside a point or inside a corner
 *     bands?           shaded regions, in plot coordinates
 *     children         the marks, in plot coordinates: 0–1000 wide,
 *                      1000 / aspect tall
 *
 * # Behaviour
 *
 * R1  One y axis, always. Two measures of different scale on one frame make
 *     a crossing point that is an artefact of where the axes were put.
 * R2  The plot keeps its aspect ratio at any width, so round marks stay
 *     round. Axis text stays at reading size; it is never scaled.
 * R3  Rules are dashed and darker than the grid, and drawn under the marks:
 *     a value to compare against, never mistaken for grid or data.
 * R4  The frame knows nothing about the marks drawn in it.
 */
export {};

components/charts/plot-frame/plot-frame.tsx

import type { CSSProperties, ReactNode } from "react";

import type { AxisTick } from "../_kernel/plot";
import styles from "./plot-frame.module.css";

export type PlotNote = {
  key: string;
  /** Position as fractions of the plot: 0 left/top, 1 right/bottom. */
  x: number;
  y: number;
  text: string;
  kind?: "point" | "rule";
  /** Anchor the text inside a corner of the plot instead of beside x, y. */
  corner?: "tl" | "tr" | "bl" | "br";
};

/** A shaded region, in plot coordinates: a quadrant, a target zone. */
export type PlotBand = {
  key: string;
  x: number;
  y: number;
  width: number;
  height: number;
};

export type PlotRule = { key: string; x?: number; y?: number };

export type PlotFrameProps = {
  /** Names the plot image. */
  label: string;
  /** Width over height; the plot keeps it so marks stay round. */
  aspect?: number;
  xTicks: readonly AxisTick[];
  yTicks: readonly AxisTick[];
  xTitle?: string;
  yTitle?: string;
  /** Lines to compare against, in plot coordinates (0–1000 wide). */
  rules?: readonly PlotRule[];
  /** Text over the plot: named points, what a rule means. */
  notes?: readonly PlotNote[];
  /** Shaded regions, under everything else. */
  bands?: readonly PlotBand[];
  /** The marks, in plot coordinates: 0–1000 wide, 1000 / aspect tall. */
  children: ReactNode;
};

/**
 * Two numeric axes and a plot area for marks. One y axis, always: two
 * measures of different scale on one frame make a crossing point that is an
 * artefact of where the axes were put. The marks are children, so the frame
 * knows nothing about any chart drawn in it.
 */
export function PlotFrame({
  label,
  aspect = 1.6,
  xTicks,
  yTicks,
  xTitle,
  yTitle,
  rules = [],
  notes = [],
  bands = [],
  children,
}: PlotFrameProps) {
  const width = 1000;
  const height = width / aspect;
  return (
    <div
      className={styles.root}
      style={
        {
          "--aspect": aspect,
          "--axis-ch": Math.max(2, ...yTicks.map((tick) => tick.label.length)),
        } as CSSProperties
      }
    >
      {yTitle ? (
        <span className={styles.yTitle} aria-hidden="true">
          {yTitle}
        </span>
      ) : (
        <span />
      )}
      <div className={styles.yTicks} aria-hidden="true">
        {yTicks.map((tick) => (
          <span key={tick.value} style={{ top: `${tick.at * 100}%` }}>
            {tick.label}
          </span>
        ))}
      </div>
      <div className={styles.plot}>
        <svg
          className={styles.svg}
          viewBox={`0 0 ${width} ${height}`}
          preserveAspectRatio="none"
          role="img"
          aria-label={`${label}. Exact values are in the data table.`}
        >
          {bands.map((band) => (
            <rect
              key={band.key}
              className={styles.band}
              x={band.x}
              y={band.y}
              width={band.width}
              height={band.height}
            />
          ))}
          {yTicks.map((tick) => (
            <line
              key={`y${tick.value}`}
              className={styles.grid}
              x1={0}
              x2={width}
              y1={tick.at * height}
              y2={tick.at * height}
            />
          ))}
          {xTicks.map((tick) => (
            <line
              key={`x${tick.value}`}
              className={styles.grid}
              y1={0}
              y2={height}
              x1={tick.at * width}
              x2={tick.at * width}
            />
          ))}
          {rules.map((rule) =>
            rule.y !== undefined ? (
              <line
                key={rule.key}
                className={styles.rule}
                x1={0}
                x2={width}
                y1={rule.y}
                y2={rule.y}
              />
            ) : (
              <line
                key={rule.key}
                className={styles.rule}
                y1={0}
                y2={height}
                x1={rule.x}
                x2={rule.x}
              />
            ),
          )}
          {children}
          <rect
            className={styles.frame}
            x={0}
            y={0}
            width={width}
            height={height}
          />
        </svg>
        {notes.length ? (
          <div className={styles.notes} aria-hidden="true">
            {notes.map((note) => (
              <span
                key={note.key}
                data-kind={note.kind ?? "point"}
                data-corner={note.corner}
                // A point's label goes on the side with room, never off the plot.
                data-side={
                  (note.kind ?? "point") === "point" && note.x > 0.5
                    ? "left"
                    : undefined
                }
                style={{ left: `${note.x * 100}%`, top: `${note.y * 100}%` }}
              >
                {note.text}
              </span>
            ))}
          </div>
        ) : null}
      </div>
      <div className={styles.xTicks} aria-hidden="true">
        {xTicks.map((tick) => (
          <span key={tick.value} style={{ left: `${tick.at * 100}%` }}>
            {tick.label}
          </span>
        ))}
      </div>
      {xTitle ? (
        <span className={styles.xTitle} aria-hidden="true">
          {xTitle}
        </span>
      ) : null}
    </div>
  );
}

components/charts/plot-frame/plot-frame.module.css

@layer primitive {
  /* y title | y ticks | plot, then x ticks and x title under the plot. */
  .root {
    display: grid;
    grid-template-columns: auto calc(var(--axis-ch, 3) * 1ch) minmax(0, 1fr);
    grid-template-rows: auto auto auto;
    column-gap: var(--space-3);
    font-family: var(--font-mono);
    font-size: var(--text-11);
    font-variant-numeric: tabular-nums;
    color: var(--chart-label, var(--ink-3));
  }
  .yTitle {
    grid-row: 1;
    grid-column: 1;
    align-self: center;
    font-family: var(--font-sans);
    writing-mode: vertical-rl;
    transform: rotate(180deg);
    white-space: nowrap;
  }
  .yTicks {
    position: relative;
    grid-row: 1;
    grid-column: 2;
  }
  .yTicks span {
    position: absolute;
    right: 0;
    line-height: 1;
    transform: translateY(-50%);
    white-space: nowrap;
  }
  .plot {
    position: relative;
    grid-row: 1;
    grid-column: 3;
    aspect-ratio: var(--aspect, 1.6);
  }
  .svg {
    position: absolute;
    inset: 0;
    width: 100%;
    height: 100%;
    overflow: visible;
  }
  .xTicks {
    position: relative;
    height: 1.4em;
    grid-row: 2;
    grid-column: 3;
    margin-top: var(--space-3);
  }
  .xTicks span {
    position: absolute;
    top: 0;
    line-height: 1.4;
    transform: translateX(-50%);
    white-space: nowrap;
  }
  .xTitle {
    grid-row: 3;
    grid-column: 3;
    margin-top: var(--space-2);
    font-family: var(--font-sans);
    text-align: center;
  }
  .grid {
    stroke: var(--chart-grid, var(--line));
    stroke-width: 1;
    vector-effect: non-scaling-stroke;
  }
  .frame {
    fill: none;
    stroke: var(--chart-axis, var(--line-strong));
    stroke-width: 1;
    vector-effect: non-scaling-stroke;
  }
  /* A value to compare against: dashed, darker than grid, never a mark. */
  .rule {
    stroke: var(--chart-axis, var(--line-strong));
    stroke-dasharray: 4 3;
    stroke-width: 1;
    vector-effect: non-scaling-stroke;
  }
  .band {
    fill: color-mix(in oklab, var(--accent) 9%, transparent);
  }
  /* Labels over the plot, placed by percentage: named points, rule notes. */
  .notes {
    position: absolute;
    inset: 0;
    pointer-events: none;
  }
  .notes span {
    position: absolute;
    padding: 0 var(--space-2);
    color: var(--chart-ink, var(--ink));
    font-size: var(--text-11);
    line-height: 1.2;
    white-space: nowrap;
    transform: translate(4px, -50%);
  }
  .notes span[data-side="left"] {
    transform: translate(calc(-100% - 4px), -50%);
  }
  .notes span[data-corner] {
    color: var(--chart-label, var(--ink-3));
    font-family: var(--font-sans);
  }
  .notes span[data-corner="tl"] {
    transform: translate(4px, 4px);
  }
  .notes span[data-corner="tr"] {
    transform: translate(calc(-100% - 4px), 4px);
  }
  .notes span[data-corner="bl"] {
    transform: translate(4px, calc(-100% - 4px));
  }
  .notes span[data-corner="br"] {
    transform: translate(calc(-100% - 4px), calc(-100% - 4px));
  }
  .notes span[data-kind="rule"] {
    color: var(--chart-label, var(--ink-3));
    transform: translate(-100%, -120%);
  }
}

components/charts/_kernel/scatter.ts

import { colorVar, radiusFor, type ChartColor, type MarkShape } from "./encode";
import { numericAxis, plotScales } from "./plot";
import { isValue } from "./scale";

/* Volcano and bubble plots: points by id, tweened by id. */

export type VolcanoPoint = {
  id: string;
  /** Effect: a lift, a fold change — signed. */
  x: number;
  /** Significance, already transformed by the caller (e.g. −log₁₀ p). The
   *  chart never transforms data: an axis label would be the only record. */
  y: number;
  label?: string;
};

export type VolcanoState = "up" | "down" | "quiet";

export const validPoint = (p: { x: number; y: number }) =>
  isValue(p.x) && isValue(p.y);

/** Three states, and "not significant" is one of them: a measured result. */
export function volcanoState(
  p: { x: number; y: number },
  effectCut: number,
  significanceCut: number,
): VolcanoState {
  if (p.y < significanceCut) return "quiet";
  return p.x >= effectCut ? "up" : p.x <= -effectCut ? "down" : "quiet";
}

export function volcanoTarget(
  points: readonly VolcanoPoint[],
  effectCut: number,
  significanceCut: number,
) {
  const valid = points.filter(validPoint);
  const x = numericAxis(
    valid.map((p) => p.x),
    { extra: [effectCut, -effectCut] },
  );
  const y = numericAxis(
    valid.map((p) => p.y),
    {
      zero: true,
      extra: [significanceCut],
    },
  );
  const target: Record<string, number> = {
    __x0: x.domain[0],
    __x1: x.domain[1],
    __y0: y.domain[0],
    __y1: y.domain[1],
  };
  for (const p of valid) {
    target[`${p.id}|x`] = p.x;
    target[`${p.id}|y`] = p.y;
  }
  return { target, xStep: x.step, yStep: y.step, valid };
}

export type Bubble = {
  id: string;
  x: number;
  y: number;
  /** Drawn as area, not radius. */
  weight: number;
  category?: string;
  label?: string;
};

export const validBubble = (b: Bubble) =>
  validPoint(b) && isValue(b.weight) && b.weight >= 0;

export function bubbleTarget(bubbles: readonly Bubble[]) {
  const valid = bubbles.filter(validBubble);
  const x = numericAxis(valid.map((b) => b.x));
  const y = numericAxis(valid.map((b) => b.y));
  const weights = valid.map((b) => b.weight);
  const target: Record<string, number> = {
    __x0: x.domain[0],
    __x1: x.domain[1],
    __y0: y.domain[0],
    __y1: y.domain[1],
    __w0: weights.length ? Math.min(...weights) : 0,
    __w1: weights.length ? Math.max(...weights) : 1,
  };
  for (const b of valid) {
    target[`${b.id}|x`] = b.x;
    target[`${b.id}|y`] = b.y;
    target[`${b.id}|w`] = b.weight;
  }
  return { target, xStep: x.step, yStep: y.step, valid };
}

/** A category's colour, by its position in a FIXED order: assigning hue by
 *  first appearance would repaint survivors when a filter changes. */
export function categoryColor(order: readonly string[], category?: string) {
  const index = order.indexOf(category ?? "");
  return colorVar(
    index >= 0 && index < 4 ? ((index + 1) as ChartColor) : "neutral",
  );
}

/** Scales for the tweened record `shown`. */
export function scatterScales(
  shown: Readonly<Record<string, number>>,
  xStep: number,
  yStep: number,
  aspect: number,
  format?: { x?: (v: number) => string; y?: (v: number) => string },
) {
  return plotScales(
    { domain: [shown.__x0, shown.__x1], step: xStep },
    { domain: [shown.__y0, shown.__y1], step: yStep },
    aspect,
    format,
  );
}

/** A bubble's radius in plot units, by area. */
export const bubbleRadius = (
  shown: Readonly<Record<string, number>>,
  weight: number,
) => radiusFor(weight, [shown.__w0, shown.__w1]);

export type ScatterPoint = {
  id: string;
  x: number;
  y: number;
  /** Which series it belongs to; sets colour AND shape. */
  series?: string;
  label?: string;
};

export function scatterTarget(
  points: readonly ScatterPoint[],
  extra: { x?: readonly number[]; y?: readonly number[] } = {},
) {
  const valid = points.filter(validPoint);
  const x = numericAxis(
    valid.map((p) => p.x),
    { extra: extra.x },
  );
  const y = numericAxis(
    valid.map((p) => p.y),
    { extra: extra.y },
  );
  const target: Record<string, number> = {
    __x0: x.domain[0],
    __x1: x.domain[1],
    __y0: y.domain[0],
    __y1: y.domain[1],
  };
  for (const p of valid) {
    target[`${p.id}|x`] = p.x;
    target[`${p.id}|y`] = p.y;
  }
  return { target, xStep: x.step, yStep: y.step, valid };
}

const SHAPES: readonly MarkShape[] = [
  "circle",
  "square",
  "diamond",
  "triangle",
];

/** A series' shape, by its place in the fixed order: identity is never
 *  colour alone. */
export function seriesShape(
  order: readonly string[],
  series?: string,
): MarkShape {
  const index = order.indexOf(series ?? "");
  return SHAPES[index >= 0 && index < SHAPES.length ? index : 0];
}

components/charts/_kernel/plot.ts

import { formatTick } from "./format";
import { linear, niceDomain, PLOT, px, ticksBy } from "./scale";

/* Two numeric axes over a plot of fixed aspect ratio: 0–1000 wide and
   1000 / aspect tall, so the SVG scales uniformly and circles stay round. */

export type AxisTick = { value: number; at: number; label: string };

export type NumericAxis = {
  domain: readonly [number, number];
  step: number;
};

/** A nice domain around `values` (and `extra`, e.g. a threshold), padded by
 *  a step so no mark sits on the frame. */
export function numericAxis(
  values: readonly number[],
  { zero = false, extra = [] as readonly number[], pad = true } = {},
): NumericAxis {
  const all = [...values, ...extra];
  const { domain, step } = niceDomain(all, { zero });
  if (!pad || !all.length) return { domain, step };
  const lo = Math.min(...all);
  const hi = Math.max(...all);
  return {
    domain: [
      lo <= domain[0] + step * 0.05 && !(zero && domain[0] === 0)
        ? domain[0] - step
        : domain[0],
      hi >= domain[1] - step * 0.05 ? domain[1] + step : domain[1],
    ],
    step,
  };
}

/** Scales into the plot's coordinates, and the ticks as fractions (0–1) of
 *  the plot's width and height, for HTML labels. */
export function plotScales(
  x: NumericAxis,
  y: NumericAxis,
  aspect: number,
  format: { x?: (v: number) => string; y?: (v: number) => string } = {},
) {
  const height = PLOT / aspect;
  const sx = linear(x.domain, [0, PLOT]);
  const sy = linear(y.domain, [height, 0]);
  return {
    width: PLOT,
    height,
    x: (v: number) => px(sx(v)),
    y: (v: number) => px(sy(v)),
    xTicks: ticksBy(x.domain, x.step).map((value) => ({
      value,
      at: sx(value) / PLOT,
      label: (format.x ?? formatTick)(value),
    })) as AxisTick[],
    yTicks: ticksBy(y.domain, y.step).map((value) => ({
      value,
      at: sy(value) / height,
      label: (format.y ?? formatTick)(value),
    })) as AxisTick[],
  };
}

/** Nudge labels (positions as 0–1 fractions of the plot) apart vertically so
 *  none overlap: greedy, top to bottom. `width` is each label's estimated
 *  width as a fraction of the plot. */
export function spreadLabels<T extends { x: number; y: number; text: string }>(
  labels: readonly T[],
  { gap = 0.05, charWidth = 0.011 } = {},
): T[] {
  const placed: T[] = [];
  for (const label of [...labels].sort((a, b) => a.y - b.y)) {
    let y = label.y;
    for (const other of placed) {
      const width = Math.max(label.text.length, other.text.length) * charWidth;
      if (Math.abs(other.x - label.x) < width && Math.abs(other.y - y) < gap)
        y = other.y + gap;
    }
    placed.push({ ...label, y });
  }
  return placed;
}

ScatterPlot

series by colour and shape · quadrants

Features

Adoption against satisfaction. Series differ by shape as well as colour.

  • Core
  • Growth
  • Admin
View data for Feature adoption against satisfaction
Feature adoption against satisfaction
PointSeriesAdoption (% of workspaces)Satisfaction (1–5)
ProjectsCore924.4
DeploysCore814.1
MembersCore743.2
Audit logAdmin224.5
SSOAdmin313.9
RolesAdmin442.6
Usage alertsGrowth384.2
ReferralsGrowth122.4
TemplatesGrowth573.7
WebhooksCore293.1
InsightsGrowth662.9

Shape as well as colour. Each series has its own shape, so the plot still reads in greyscale. Quadrant lines are reference lines; one quadrant can be shaded to say where to look.

Sourcecomponents/charts/scatter-plot/doc.ts · components/charts/scatter-plot/scatter-plot.tsx · components/charts/_kernel/scatter.ts

components/charts/scatter-plot/doc.ts

/**
 * ScatterPlot — two measures, one point each.
 *
 * ┌───────────────────────────────────────────────────────────────────────────┐
 * │ § CONTRACT — the oracle. Names no library, contains no code.              │
 * └───────────────────────────────────────────────────────────────────────────┘
 *
 * # Shape
 *
 *     label         REQUIRED
 *     points        { id, x, y, series?, label? }[]
 *     series?       the series in a FIXED order
 *     xTitle?, yTitle?
 *     quadrants?    { x, y, labels?: [top-left, top-right, bottom-left,
 *                   bottom-right], highlight?: which corner to shade }
 *     labelled?, aspect?, formatValue?, animation?  (default entrance: pop)
 *
 * # Behaviour
 *
 * R1  Each series has a colour AND a shape (circle, square, diamond,
 *     triangle), by its place in the fixed order.
 * R2  Quadrant lines are reference lines; the split values are always inside
 *     the axes. Corner labels sit inside their corner.
 * R3  A point with a non-finite x or y is not drawn; the table lists it.
 * R4  Named points are labelled, nudged apart so labels never overlap.
 */
export {};

components/charts/scatter-plot/scatter-plot.tsx

"use client";

import type { CSSProperties } from "react";

import { TBody, Td, Th, THead, Tr } from "@/components/display/table";
import type { AnimationProp } from "@/lib/motion";
import { useTweened } from "@/lib/motion/react";
import { cn } from "@/lib/utils/cn";
import { ChartLegend } from "../chart-legend";
import { shapePath } from "../_kernel/encode";
import { formatExact } from "../_kernel/format";
import { spreadLabels } from "../_kernel/plot";
import {
  categoryColor,
  scatterScales,
  scatterTarget,
  seriesShape,
  type ScatterPoint,
} from "../_kernel/scatter";
import { ChartData } from "../_shared/chart-data";
import chart from "../_shared/chart.module.css";
import { useChartMotion } from "../_shared/use-chart-motion";
import {
  PlotFrame,
  type PlotBand,
  type PlotNote,
  type PlotRule,
} from "../plot-frame";

export type { ScatterPoint };

type Corner = "top-left" | "top-right" | "bottom-left" | "bottom-right";

export type ScatterPlotProps = {
  /** Names the chart. */
  label: string;
  points: readonly ScatterPoint[];
  /** The series in a FIXED order: it sets each one's colour and shape. */
  series?: readonly string[];
  xTitle?: string;
  yTitle?: string;
  /** Split the plot at x and y into four, with optional corner labels
   *  (top-left, top-right, bottom-left, bottom-right) and one shaded. */
  quadrants?: {
    x: number;
    y: number;
    labels?: readonly [string, string, string, string];
    highlight?: Corner;
  };
  /** Ids to name beside their point. */
  labelled?: readonly string[];
  aspect?: number;
  formatValue?: (value: number) => string;
  /** Default: points pop in, when scrolled into view. */
  animation?: AnimationProp;
  className?: string;
};

/** Two measures, one point each. Series differ by shape as well as colour,
 *  so the chart survives greyscale and colour-vision differences. */
export function ScatterPlot({
  label,
  points,
  series,
  xTitle = "X",
  yTitle = "Y",
  quadrants,
  labelled = [],
  aspect = 1.6,
  formatValue = formatExact,
  animation,
  className,
}: ScatterPlotProps) {
  const { rootProps, update } = useChartMotion(animation, {
    enter: "pop",
    axis: "y",
  });
  const model = scatterTarget(points, {
    x: quadrants ? [quadrants.x] : [],
    y: quadrants ? [quadrants.y] : [],
  });
  const shown = useTweened(model.target, update);
  const plot = scatterScales(shown, model.xStep, model.yStep, aspect);
  const order =
    series ?? [...new Set(points.map((p) => p.series ?? ""))].filter(Boolean);
  const named = new Set(labelled);

  const rules: PlotRule[] = [];
  const bands: PlotBand[] = [];
  const notes: PlotNote[] = [];
  if (quadrants) {
    const qx = plot.x(quadrants.x);
    const qy = plot.y(quadrants.y);
    rules.push({ key: "qx", x: qx }, { key: "qy", y: qy });
    const corners: Record<Corner, PlotBand> = {
      "top-left": { key: "q", x: 0, y: 0, width: qx, height: qy },
      "top-right": {
        key: "q",
        x: qx,
        y: 0,
        width: plot.width - qx,
        height: qy,
      },
      "bottom-left": {
        key: "q",
        x: 0,
        y: qy,
        width: qx,
        height: plot.height - qy,
      },
      "bottom-right": {
        key: "q",
        x: qx,
        y: qy,
        width: plot.width - qx,
        height: plot.height - qy,
      },
    };
    if (quadrants.highlight) bands.push(corners[quadrants.highlight]);
    quadrants.labels?.forEach((text, index) => {
      const corner = (["tl", "tr", "bl", "br"] as const)[index];
      notes.push({
        key: `q${index}`,
        text,
        corner,
        x: corner.endsWith("l") ? 0 : 1,
        y: corner.startsWith("t") ? 0 : 1,
      });
    });
  }
  notes.push(
    ...spreadLabels(
      model.valid
        .filter((p) => named.has(p.id) && shown[`${p.id}|x`] !== undefined)
        .map((p) => ({
          key: p.id,
          x: plot.x(shown[`${p.id}|x`]) / plot.width,
          y: plot.y(shown[`${p.id}|y`]) / plot.height,
          text: p.label ?? p.id,
        })),
    ),
  );

  return (
    <div {...rootProps} className={cn(chart.root, className)}>
      {order.length > 1 ? (
        <ChartLegend
          items={order.map((name) => ({
            key: name,
            label: name,
            color: categoryColor(order, name),
            shape: seriesShape(order, name),
          }))}
        />
      ) : null}
      {points.length === 0 ? (
        <p className={chart.empty}>No data to display.</p>
      ) : model.valid.length === 0 ? (
        <p className={chart.empty}>Measurements unavailable.</p>
      ) : (
        <PlotFrame
          label={label}
          aspect={aspect}
          xTicks={plot.xTicks}
          yTicks={plot.yTicks}
          xTitle={xTitle}
          yTitle={yTitle}
          rules={rules}
          bands={bands}
          notes={notes}
        >
          {model.valid.map((p) => {
            const x = shown[`${p.id}|x`];
            const y = shown[`${p.id}|y`];
            if (x === undefined || y === undefined) return null;
            // Positioned by the group, so an entrance can scale the shape
            // about its own centre without losing its place.
            return (
              <g key={p.id} transform={`translate(${plot.x(x)} ${plot.y(y)})`}>
                <path
                  data-mark
                  className={chart.shape}
                  style={
                    {
                      "--series": categoryColor(order, p.series),
                    } as CSSProperties
                  }
                  d={shapePath(seriesShape(order, p.series), 6)}
                />
              </g>
            );
          })}
        </PlotFrame>
      )}
      {points.length ? (
        <ChartData label={label}>
          <THead>
            <Tr>
              <Th>Point</Th>
              {order.length ? <Th>Series</Th> : null}
              <Th numeric>{xTitle}</Th>
              <Th numeric>{yTitle}</Th>
            </Tr>
          </THead>
          <TBody>
            {points.map((p) => (
              <Tr key={p.id}>
                <Th scope="row">{p.label ?? p.id}</Th>
                {order.length ? <Td>{p.series ?? "—"}</Td> : null}
                <Td numeric>
                  {Number.isFinite(p.x) ? formatValue(p.x) : "Unavailable"}
                </Td>
                <Td numeric>
                  {Number.isFinite(p.y) ? formatValue(p.y) : "Unavailable"}
                </Td>
              </Tr>
            ))}
          </TBody>
        </ChartData>
      ) : null}
    </div>
  );
}

components/charts/_kernel/scatter.ts

import { colorVar, radiusFor, type ChartColor, type MarkShape } from "./encode";
import { numericAxis, plotScales } from "./plot";
import { isValue } from "./scale";

/* Volcano and bubble plots: points by id, tweened by id. */

export type VolcanoPoint = {
  id: string;
  /** Effect: a lift, a fold change — signed. */
  x: number;
  /** Significance, already transformed by the caller (e.g. −log₁₀ p). The
   *  chart never transforms data: an axis label would be the only record. */
  y: number;
  label?: string;
};

export type VolcanoState = "up" | "down" | "quiet";

export const validPoint = (p: { x: number; y: number }) =>
  isValue(p.x) && isValue(p.y);

/** Three states, and "not significant" is one of them: a measured result. */
export function volcanoState(
  p: { x: number; y: number },
  effectCut: number,
  significanceCut: number,
): VolcanoState {
  if (p.y < significanceCut) return "quiet";
  return p.x >= effectCut ? "up" : p.x <= -effectCut ? "down" : "quiet";
}

export function volcanoTarget(
  points: readonly VolcanoPoint[],
  effectCut: number,
  significanceCut: number,
) {
  const valid = points.filter(validPoint);
  const x = numericAxis(
    valid.map((p) => p.x),
    { extra: [effectCut, -effectCut] },
  );
  const y = numericAxis(
    valid.map((p) => p.y),
    {
      zero: true,
      extra: [significanceCut],
    },
  );
  const target: Record<string, number> = {
    __x0: x.domain[0],
    __x1: x.domain[1],
    __y0: y.domain[0],
    __y1: y.domain[1],
  };
  for (const p of valid) {
    target[`${p.id}|x`] = p.x;
    target[`${p.id}|y`] = p.y;
  }
  return { target, xStep: x.step, yStep: y.step, valid };
}

export type Bubble = {
  id: string;
  x: number;
  y: number;
  /** Drawn as area, not radius. */
  weight: number;
  category?: string;
  label?: string;
};

export const validBubble = (b: Bubble) =>
  validPoint(b) && isValue(b.weight) && b.weight >= 0;

export function bubbleTarget(bubbles: readonly Bubble[]) {
  const valid = bubbles.filter(validBubble);
  const x = numericAxis(valid.map((b) => b.x));
  const y = numericAxis(valid.map((b) => b.y));
  const weights = valid.map((b) => b.weight);
  const target: Record<string, number> = {
    __x0: x.domain[0],
    __x1: x.domain[1],
    __y0: y.domain[0],
    __y1: y.domain[1],
    __w0: weights.length ? Math.min(...weights) : 0,
    __w1: weights.length ? Math.max(...weights) : 1,
  };
  for (const b of valid) {
    target[`${b.id}|x`] = b.x;
    target[`${b.id}|y`] = b.y;
    target[`${b.id}|w`] = b.weight;
  }
  return { target, xStep: x.step, yStep: y.step, valid };
}

/** A category's colour, by its position in a FIXED order: assigning hue by
 *  first appearance would repaint survivors when a filter changes. */
export function categoryColor(order: readonly string[], category?: string) {
  const index = order.indexOf(category ?? "");
  return colorVar(
    index >= 0 && index < 4 ? ((index + 1) as ChartColor) : "neutral",
  );
}

/** Scales for the tweened record `shown`. */
export function scatterScales(
  shown: Readonly<Record<string, number>>,
  xStep: number,
  yStep: number,
  aspect: number,
  format?: { x?: (v: number) => string; y?: (v: number) => string },
) {
  return plotScales(
    { domain: [shown.__x0, shown.__x1], step: xStep },
    { domain: [shown.__y0, shown.__y1], step: yStep },
    aspect,
    format,
  );
}

/** A bubble's radius in plot units, by area. */
export const bubbleRadius = (
  shown: Readonly<Record<string, number>>,
  weight: number,
) => radiusFor(weight, [shown.__w0, shown.__w1]);

export type ScatterPoint = {
  id: string;
  x: number;
  y: number;
  /** Which series it belongs to; sets colour AND shape. */
  series?: string;
  label?: string;
};

export function scatterTarget(
  points: readonly ScatterPoint[],
  extra: { x?: readonly number[]; y?: readonly number[] } = {},
) {
  const valid = points.filter(validPoint);
  const x = numericAxis(
    valid.map((p) => p.x),
    { extra: extra.x },
  );
  const y = numericAxis(
    valid.map((p) => p.y),
    { extra: extra.y },
  );
  const target: Record<string, number> = {
    __x0: x.domain[0],
    __x1: x.domain[1],
    __y0: y.domain[0],
    __y1: y.domain[1],
  };
  for (const p of valid) {
    target[`${p.id}|x`] = p.x;
    target[`${p.id}|y`] = p.y;
  }
  return { target, xStep: x.step, yStep: y.step, valid };
}

const SHAPES: readonly MarkShape[] = [
  "circle",
  "square",
  "diamond",
  "triangle",
];

/** A series' shape, by its place in the fixed order: identity is never
 *  colour alone. */
export function seriesShape(
  order: readonly string[],
  series?: string,
): MarkShape {
  const index = order.indexOf(series ?? "");
  return SHAPES[index >= 0 && index < SHAPES.length ? index : 0];
}

BubblePlot

a third measure as area · fixed category order

Accounts

Seats against growth; bubble area is MRR.

  • Starter
  • Team
  • Business
View data for Accounts by seats and growth, sized by MRR
Accounts by seats and growth, sized by MRR
ItemCategorySeatsGrowth (%)MRR
Account 1Starter3416.8246
Account 2Team78361,598
Account 3Business8816.84,464
Account 4Starter3013.8260
Account 5Team6825.21,569
Account 6Business93-4.33,422
Account 7Starter277.6192
Account 8Team5120.81,080
Account 9Business10835.76,375
Account 10Starter494.1360
Account 11Team58-11.61,400
Account 12Business1422.84,452
Account 13Starter485.8332
Account 14Team7835.71,043
Account 15Business13434.25,542
Account 16Starter5-10.443
Account 17Team7316.61,144
Account 18Business11329.13,270
Account 19Starter42-12.3263
Account 20Team8144.11,499
Account 21Business1116.23,022
Account 22Starter4710.2383
Account 23Team6118.31,041
Account 24Business134-5.44,044
Account 25Starter4122.4178
Account 26Team657.71,799
Account 27Business13422.85,689
Account 28Starter5820.2360

Area, not radius. A radius proportional to the value is read as its square, overstating the large ones.

Colour by a fixed order. Categories take hues by the order given, not the order seen, so filtering never repaints the survivors.

Sourcecomponents/charts/bubble-plot/doc.ts · components/charts/bubble-plot/bubble-plot.tsx · components/charts/_kernel/scatter.ts · components/charts/_kernel/encode.ts

components/charts/bubble-plot/doc.ts

/**
 * BubblePlot — two measures by position and a third by area.
 *
 * ┌───────────────────────────────────────────────────────────────────────────┐
 * │ § CONTRACT — the oracle. Names no library, contains no code.              │
 * └───────────────────────────────────────────────────────────────────────────┘
 *
 * # Shape
 *
 *     label         REQUIRED
 *     bubbles       { id, x, y, weight, category?, label? }[]
 *     categories?   the categories in a FIXED order
 *     xTitle?, yTitle?, weightTitle?, aspect?, formatValue?, animation?
 *
 * # Behaviour
 *
 * R1  Weight is drawn as area, not radius.
 * R2  Colour comes from each category's place in `categories`: four hues,
 *     then neutral. Hue never depends on which categories are present.
 * R3  Larger bubbles are drawn first, so smaller ones stay visible on top;
 *     each has a ring of the surface colour so overlaps read as separate.
 * R4  A bubble with a non-finite position or a negative or non-finite weight
 *     is not drawn; the table lists it as unavailable.
 * R5  With more than one category, a legend names them.
 */
export {};

components/charts/bubble-plot/bubble-plot.tsx

"use client";

import type { CSSProperties } from "react";

import { TBody, Td, Th, THead, Tr } from "@/components/display/table";
import type { AnimationProp } from "@/lib/motion";
import { useTweened } from "@/lib/motion/react";
import { cn } from "@/lib/utils/cn";
import { ChartLegend } from "../chart-legend";
import { formatExact } from "../_kernel/format";
import {
  bubbleRadius,
  bubbleTarget,
  categoryColor,
  scatterScales,
  type Bubble,
} from "../_kernel/scatter";
import { ChartData } from "../_shared/chart-data";
import chart from "../_shared/chart.module.css";
import { useChartMotion } from "../_shared/use-chart-motion";
import { PlotFrame } from "../plot-frame";

export type { Bubble };

export type BubblePlotProps = {
  /** Names the chart. */
  label: string;
  bubbles: readonly Bubble[];
  /** The categories in a FIXED order, which fixes their colours: at most
   *  four hues, then neutral. */
  categories?: readonly string[];
  xTitle?: string;
  yTitle?: string;
  /** What the bubble size is, for the table and legend note. */
  weightTitle?: string;
  aspect?: number;
  formatValue?: (value: number) => string;
  /** Default: bubbles pop in, when scrolled into view. */
  animation?: AnimationProp;
  className?: string;
};

/** Two measures by position and a third by AREA — not radius, which would
 *  make the large ones read as their square. */
export function BubblePlot({
  label,
  bubbles,
  categories,
  xTitle = "X",
  yTitle = "Y",
  weightTitle = "Size",
  aspect = 1.6,
  formatValue = formatExact,
  animation,
  className,
}: BubblePlotProps) {
  const { rootProps, update } = useChartMotion(animation, {
    enter: "pop",
    axis: "y",
  });
  const model = bubbleTarget(bubbles);
  const shown = useTweened(model.target, update);
  const plot = scatterScales(shown, model.xStep, model.yStep, aspect);
  const order =
    categories ??
    [...new Set(bubbles.map((b) => b.category ?? ""))].filter(Boolean);
  // Largest first, so small bubbles are drawn on top and stay visible.
  const drawn = [...model.valid].sort(
    (a, b) => (shown[`${b.id}|w`] ?? 0) - (shown[`${a.id}|w`] ?? 0),
  );

  return (
    <div {...rootProps} className={cn(chart.root, className)}>
      {order.length > 1 ? (
        <ChartLegend
          items={order.map((category) => ({
            key: category,
            label: category,
            color: categoryColor(order, category),
          }))}
        />
      ) : null}
      {bubbles.length === 0 ? (
        <p className={chart.empty}>No data to display.</p>
      ) : model.valid.length === 0 ? (
        <p className={chart.empty}>Measurements unavailable.</p>
      ) : (
        <PlotFrame
          label={label}
          aspect={aspect}
          xTicks={plot.xTicks}
          yTicks={plot.yTicks}
          xTitle={xTitle}
          yTitle={yTitle}
        >
          {drawn.map((b) => {
            const x = shown[`${b.id}|x`];
            const y = shown[`${b.id}|y`];
            const w = shown[`${b.id}|w`];
            if (x === undefined || y === undefined || w === undefined)
              return null;
            return (
              <circle
                key={b.id}
                data-mark
                className={chart.bubble}
                style={
                  {
                    "--series": categoryColor(order, b.category),
                  } as CSSProperties
                }
                cx={plot.x(x)}
                cy={plot.y(y)}
                r={bubbleRadius(shown, w)}
              />
            );
          })}
        </PlotFrame>
      )}
      {bubbles.length ? (
        <ChartData label={label}>
          <THead>
            <Tr>
              <Th>Item</Th>
              <Th>Category</Th>
              <Th numeric>{xTitle}</Th>
              <Th numeric>{yTitle}</Th>
              <Th numeric>{weightTitle}</Th>
            </Tr>
          </THead>
          <TBody>
            {bubbles.map((b) => (
              <Tr key={b.id}>
                <Th scope="row">{b.label ?? b.id}</Th>
                <Td>{b.category ?? "—"}</Td>
                {[b.x, b.y, b.weight].map((value, index) => (
                  <Td key={index} numeric>
                    {Number.isFinite(value) && (index < 2 || value >= 0)
                      ? formatValue(value)
                      : "Unavailable"}
                  </Td>
                ))}
              </Tr>
            ))}
          </TBody>
        </ChartData>
      ) : null}
    </div>
  );
}

components/charts/_kernel/scatter.ts

import { colorVar, radiusFor, type ChartColor, type MarkShape } from "./encode";
import { numericAxis, plotScales } from "./plot";
import { isValue } from "./scale";

/* Volcano and bubble plots: points by id, tweened by id. */

export type VolcanoPoint = {
  id: string;
  /** Effect: a lift, a fold change — signed. */
  x: number;
  /** Significance, already transformed by the caller (e.g. −log₁₀ p). The
   *  chart never transforms data: an axis label would be the only record. */
  y: number;
  label?: string;
};

export type VolcanoState = "up" | "down" | "quiet";

export const validPoint = (p: { x: number; y: number }) =>
  isValue(p.x) && isValue(p.y);

/** Three states, and "not significant" is one of them: a measured result. */
export function volcanoState(
  p: { x: number; y: number },
  effectCut: number,
  significanceCut: number,
): VolcanoState {
  if (p.y < significanceCut) return "quiet";
  return p.x >= effectCut ? "up" : p.x <= -effectCut ? "down" : "quiet";
}

export function volcanoTarget(
  points: readonly VolcanoPoint[],
  effectCut: number,
  significanceCut: number,
) {
  const valid = points.filter(validPoint);
  const x = numericAxis(
    valid.map((p) => p.x),
    { extra: [effectCut, -effectCut] },
  );
  const y = numericAxis(
    valid.map((p) => p.y),
    {
      zero: true,
      extra: [significanceCut],
    },
  );
  const target: Record<string, number> = {
    __x0: x.domain[0],
    __x1: x.domain[1],
    __y0: y.domain[0],
    __y1: y.domain[1],
  };
  for (const p of valid) {
    target[`${p.id}|x`] = p.x;
    target[`${p.id}|y`] = p.y;
  }
  return { target, xStep: x.step, yStep: y.step, valid };
}

export type Bubble = {
  id: string;
  x: number;
  y: number;
  /** Drawn as area, not radius. */
  weight: number;
  category?: string;
  label?: string;
};

export const validBubble = (b: Bubble) =>
  validPoint(b) && isValue(b.weight) && b.weight >= 0;

export function bubbleTarget(bubbles: readonly Bubble[]) {
  const valid = bubbles.filter(validBubble);
  const x = numericAxis(valid.map((b) => b.x));
  const y = numericAxis(valid.map((b) => b.y));
  const weights = valid.map((b) => b.weight);
  const target: Record<string, number> = {
    __x0: x.domain[0],
    __x1: x.domain[1],
    __y0: y.domain[0],
    __y1: y.domain[1],
    __w0: weights.length ? Math.min(...weights) : 0,
    __w1: weights.length ? Math.max(...weights) : 1,
  };
  for (const b of valid) {
    target[`${b.id}|x`] = b.x;
    target[`${b.id}|y`] = b.y;
    target[`${b.id}|w`] = b.weight;
  }
  return { target, xStep: x.step, yStep: y.step, valid };
}

/** A category's colour, by its position in a FIXED order: assigning hue by
 *  first appearance would repaint survivors when a filter changes. */
export function categoryColor(order: readonly string[], category?: string) {
  const index = order.indexOf(category ?? "");
  return colorVar(
    index >= 0 && index < 4 ? ((index + 1) as ChartColor) : "neutral",
  );
}

/** Scales for the tweened record `shown`. */
export function scatterScales(
  shown: Readonly<Record<string, number>>,
  xStep: number,
  yStep: number,
  aspect: number,
  format?: { x?: (v: number) => string; y?: (v: number) => string },
) {
  return plotScales(
    { domain: [shown.__x0, shown.__x1], step: xStep },
    { domain: [shown.__y0, shown.__y1], step: yStep },
    aspect,
    format,
  );
}

/** A bubble's radius in plot units, by area. */
export const bubbleRadius = (
  shown: Readonly<Record<string, number>>,
  weight: number,
) => radiusFor(weight, [shown.__w0, shown.__w1]);

export type ScatterPoint = {
  id: string;
  x: number;
  y: number;
  /** Which series it belongs to; sets colour AND shape. */
  series?: string;
  label?: string;
};

export function scatterTarget(
  points: readonly ScatterPoint[],
  extra: { x?: readonly number[]; y?: readonly number[] } = {},
) {
  const valid = points.filter(validPoint);
  const x = numericAxis(
    valid.map((p) => p.x),
    { extra: extra.x },
  );
  const y = numericAxis(
    valid.map((p) => p.y),
    { extra: extra.y },
  );
  const target: Record<string, number> = {
    __x0: x.domain[0],
    __x1: x.domain[1],
    __y0: y.domain[0],
    __y1: y.domain[1],
  };
  for (const p of valid) {
    target[`${p.id}|x`] = p.x;
    target[`${p.id}|y`] = p.y;
  }
  return { target, xStep: x.step, yStep: y.step, valid };
}

const SHAPES: readonly MarkShape[] = [
  "circle",
  "square",
  "diamond",
  "triangle",
];

/** A series' shape, by its place in the fixed order: identity is never
 *  colour alone. */
export function seriesShape(
  order: readonly string[],
  series?: string,
): MarkShape {
  const index = order.indexOf(series ?? "");
  return SHAPES[index >= 0 && index < SHAPES.length ? index : 0];
}

components/charts/_kernel/encode.ts

/* Colour and line style: how a series is told apart. */

/** Four categorical slots, then neutral. The palette never cycles: a fifth
 *  series taking the first hue would make two series look like one, and
 *  every legend a lie the moment a filter changes the count. */
export type ChartColor = 1 | 2 | 3 | 4 | "neutral";

export type LineStyle = "solid" | "dashed" | "dotted";

/** A named series. Colour defaults to its position; line style is the channel
 *  that survives greyscale and colour-vision differences, so use it when
 *  series must be told apart without colour. */
export type ChartSeries = {
  key: string;
  label: string;
  color?: ChartColor;
  line?: LineStyle;
};

export function colorVar(color: ChartColor) {
  return color === "neutral" ? "var(--chart-neutral)" : `var(--chart-${color})`;
}

/** A series' colour: its own, else its slot, else neutral past the fourth. */
export function seriesColor(series: ChartSeries, index: number) {
  return colorVar(
    series.color ?? (index < 4 ? ((index + 1) as ChartColor) : "neutral"),
  );
}

/** Shape carries a class, and survives greyscale and colour-vision
 *  differences. Hue and shape are separate choices. */
export type MarkShape = "circle" | "square" | "diamond" | "triangle";

/** An SVG path for a shape of radius `r`, centred on the origin. */
export function shapePath(shape: MarkShape, r: number) {
  switch (shape) {
    case "circle":
      return `M ${-r} 0 a ${r} ${r} 0 1 0 ${r * 2} 0 a ${r} ${r} 0 1 0 ${-r * 2} 0`;
    case "square":
      return `M ${-r} ${-r} H ${r} V ${r} H ${-r} Z`;
    case "diamond":
      return `M 0 ${-r * 1.25} L ${r * 1.25} 0 L 0 ${r * 1.25} L ${-r * 1.25} 0 Z`;
    case "triangle":
      return `M 0 ${-r * 1.2} L ${r * 1.1} ${r * 0.8} L ${-r * 1.1} ${r * 0.8} Z`;
  }
}

/** A radius whose AREA is proportional to the value. A radius proportional
 *  to value is read as its square, which overstates the large ones. */
export function radiusFor(
  value: number,
  [d0, d1]: readonly [number, number],
  [r0, r1]: readonly [number, number] = [6, 34],
) {
  const span = d1 - d0;
  const t = span === 0 ? 0.5 : Math.max(0, Math.min(1, (value - d0) / span));
  return Math.sqrt(r0 * r0 + t * (r1 * r1 - r0 * r0));
}

/** A single-hue ramp for magnitude with no sign; t in 0–1. */
export function sequentialFill(t: number) {
  const c = Math.max(0, Math.min(1, t));
  return `color-mix(in oklab, var(--chart-seq) ${Math.round(12 + c * 88)}%, var(--chart-absent))`;
}

/** Two hues about a genuinely neutral midpoint, never a rainbow; t in −1–1. */
export function divergingFill(t: number) {
  const c = Math.max(-1, Math.min(1, t));
  return c >= 0
    ? `color-mix(in oklab, var(--chart-pos) ${Math.round(c * 100)}%, var(--chart-mid))`
    : `color-mix(in oklab, var(--chart-neg) ${Math.round(-c * 100)}%, var(--chart-mid))`;
}

BoxPlot

quartiles · whiskers · outliers

Response times by region

Each box is the middle half of 60 requests; the line is the median.

  • API
  • Web
Use the left and right arrow keys to read each position.
View data for Response times by region, milliseconds
Response times by region, milliseconds
GroupSeriesnMinQ1MedianQ3MaxOutliers
us-eastAPI6082 ms109 ms122 ms132 ms154 ms191 ms, 204 ms, 229 ms, 243 ms, 271 ms
us-eastWeb60167 ms195 ms210 ms229 ms255 ms323 ms, 326 ms, 457 ms
eu-westAPI60116 ms142 ms155 ms171 ms215 ms262 ms, 312 ms
eu-westWeb60186 ms234 ms252 ms270 ms311 ms—
ap-southAPI60143 ms174 ms187 ms209 ms240 ms284 ms, 354 ms
ap-southWeb60220 ms276 ms296 ms319 ms355 ms484 ms, 494 ms, 494 ms, 540 ms, 555 ms
sa-eastAPI60163 ms206 ms227 ms242 ms296 ms428 ms, 464 ms
sa-eastWeb60258 ms323 ms344 ms368 ms427 ms243 ms, 588 ms, 628 ms

Spread, not size. The axis does not start at zero. Whiskers reach the furthest values within 1.5 × the box; anything beyond is drawn as a dot, and every box's numbers are in the table.

Sourcecomponents/charts/box-plot/doc.ts · components/charts/box-plot/box-plot.tsx · components/charts/box-plot/box-plot.module.css · components/charts/_kernel/box.ts

components/charts/box-plot/doc.ts

/**
 * BoxPlot — distributions side by side.
 *
 * ┌───────────────────────────────────────────────────────────────────────────┐
 * │ § CONTRACT — the oracle. Names no library, contains no code.              │
 * └───────────────────────────────────────────────────────────────────────────┘
 *
 * # Shape
 *
 *     label         REQUIRED
 *     data          { label, values: { [series key]: number[] | BoxStats } }[]
 *     series        one or more { key, label, color? }
 *     formatValue?, formatTick?, height?, animation?  (default: grow)
 *     inspect?     read groups by pointer or keyboard; default true
 *
 *     BoxStats      { min, q1, median, q3, max, outliers?, n? }
 *
 * # Behaviour
 *
 * R1  Raw values are summarised the same way everywhere: quartiles by
 *     linear interpolation, whiskers to the furthest values within 1.5 × the
 *     interquartile range, every value beyond drawn as an outlier.
 * R2  The axis covers the whiskers and outliers and does not start at zero:
 *     a box plot shows spread, not size.
 * R3  A group with no finite values draws nothing; the table says
 *     "Unavailable".
 * R4  The table has n, the five numbers, and the outliers for every box.
 * R5  Inspection (inspect, default on), as in LineChart: the card shows each
 *     series' median and middle half; the announcement adds the whiskers
 *     and how many outliers there are.
 */
export {};

components/charts/box-plot/box-plot.tsx

"use client";

import type { CSSProperties } from "react";

import { TBody, Td, Th, THead, Tr } from "@/components/display/table";
import type { AnimationProp } from "@/lib/motion";
import { useTweened } from "@/lib/motion/react";
import { cn } from "@/lib/utils/cn";
import { boxDomain, statsOf, type BoxStats } from "../_kernel/box";
import { xLabels, yAxis } from "../_kernel/cartesian";
import { seriesColor, type ChartSeries } from "../_kernel/encode";
import { boxReadout } from "../_kernel/inspect";
import { formatExact, formatTick } from "../_kernel/format";
import { band, px } from "../_kernel/scale";
import { CartesianPlot } from "../_shared/cartesian-plot";
import { ChartInspector } from "../_shared/chart-inspector";
import { ChartData } from "../_shared/chart-data";
import chart from "../_shared/chart.module.css";
import { SeriesLegend } from "../_shared/series-legend";
import { useChartMotion } from "../_shared/use-chart-motion";
import styles from "./box-plot.module.css";

export type { BoxStats };

export type BoxGroup = {
  label: string;
  /** Per series: the raw values (summarised here) or the five numbers. */
  values: Readonly<
    Record<string, readonly number[] | BoxStats | null | undefined>
  >;
};

export type BoxPlotProps = {
  /** Names the chart. */
  label: string;
  data: readonly BoxGroup[];
  series: readonly ChartSeries[];
  formatValue?: (value: number) => string;
  formatTick?: (value: number) => string;
  height?: string;
  /** Default: boxes grow from their middle, when scrolled into view. */
  animation?: AnimationProp;
  /** Read values position by position, by pointer or keyboard (default). */
  inspect?: boolean;
  className?: string;
};

const STATS = ["min", "q1", "median", "q3", "max"] as const;

/** Distributions side by side: the middle half as a box, the median as a
 *  line, whiskers to the furthest values within 1.5 × the box, and every
 *  value beyond drawn as an outlier. Raw values are summarised the same way
 *  everywhere; the axis shows spread, so it does not start at zero. */
export function BoxPlot({
  label,
  data,
  series,
  formatValue = formatExact,
  formatTick: tickFormat = formatTick,
  height,
  animation,
  inspect = true,
  className,
}: BoxPlotProps) {
  const { rootProps, update } = useChartMotion(animation, {
    enter: "grow",
    axis: "y",
  });
  const stats = data.map((group) =>
    series.map((entry) => statsOf(group.values[entry.key])),
  );
  const { domain, step } = boxDomain(stats.flat());
  const target: Record<string, number> = { __lo: domain[0], __hi: domain[1] };
  stats.forEach((row, g) =>
    row.forEach((s, k) => {
      if (s) for (const stat of STATS) target[`${g}|${k}|${stat}`] = s[stat];
    }),
  );
  const shown = useTweened(target, update);

  if (!data.length || !series.length)
    return (
      <div className={cn(chart.root, className)}>
        <p className={chart.empty}>No data to display.</p>
      </div>
    );

  const { y, ticks } = yAxis([shown.__lo, shown.__hi], step, tickFormat);
  const outer = band(data.length, 0.3);
  const inner = band(series.length, 0.18, outer.width);
  const measured = stats.flat().some(Boolean);

  return (
    <div {...rootProps} className={cn(chart.root, className)}>
      {series.length > 1 ? (
        <SeriesLegend series={series} lines={false} />
      ) : null}
      {measured ? (
        <CartesianPlot
          label={label}
          ticks={ticks}
          height={height}
          overlay={
            inspect ? (
              <ChartInspector
                label={label}
                positions={data.map((_, index) => px(outer.centre(index)))}
                band={px(outer.step)}
                readout={(index) =>
                  boxReadout(
                    data[index].label,
                    series,
                    stats[index],
                    formatValue,
                  )
                }
              />
            ) : null
          }
          xLabels={xLabels(
            data.map((group) => group.label),
            data.map((_, index) => outer.centre(index)),
          )}
        >
          {stats.flatMap((row, g) =>
            row.map((s, k) => {
              if (!s) return null;
              const at = (stat: (typeof STATS)[number]) =>
                px(y(shown[`${g}|${k}|${stat}`] ?? s[stat]));
              const x = outer.start(g) + inner.start(k);
              const mid = px(x + inner.width / 2);
              const cap = inner.width * 0.25;
              return (
                <g
                  key={`${g}-${k}`}
                  data-mark
                  className={styles.box}
                  style={
                    { "--series": seriesColor(series[k], k) } as CSSProperties
                  }
                >
                  <line
                    className={styles.whisker}
                    x1={mid}
                    x2={mid}
                    y1={at("max")}
                    y2={at("q3")}
                  />
                  <line
                    className={styles.whisker}
                    x1={mid}
                    x2={mid}
                    y1={at("q1")}
                    y2={at("min")}
                  />
                  <line
                    className={styles.whisker}
                    x1={px(mid - cap)}
                    x2={px(mid + cap)}
                    y1={at("max")}
                    y2={at("max")}
                  />
                  <line
                    className={styles.whisker}
                    x1={px(mid - cap)}
                    x2={px(mid + cap)}
                    y1={at("min")}
                    y2={at("min")}
                  />
                  <rect
                    className={styles.body}
                    x={px(x)}
                    width={px(inner.width)}
                    y={at("q3")}
                    height={px(Math.max(0, at("q1") - at("q3")))}
                  />
                  <line
                    className={styles.median}
                    x1={px(x)}
                    x2={px(x + inner.width)}
                    y1={at("median")}
                    y2={at("median")}
                  />
                  {(s.outliers ?? []).map((value, i) => (
                    <path
                      key={i}
                      className={styles.outlier}
                      d={`M${mid},${px(y(value))}h0`}
                    />
                  ))}
                </g>
              );
            }),
          )}
        </CartesianPlot>
      ) : (
        <p className={chart.empty}>Measurements unavailable.</p>
      )}
      <ChartData label={label}>
        <THead>
          <Tr>
            <Th>Group</Th>
            {series.length > 1 ? <Th>Series</Th> : null}
            <Th numeric>n</Th>
            <Th numeric>Min</Th>
            <Th numeric>Q1</Th>
            <Th numeric>Median</Th>
            <Th numeric>Q3</Th>
            <Th numeric>Max</Th>
            <Th numeric>Outliers</Th>
          </Tr>
        </THead>
        <TBody>
          {stats.flatMap((row, g) =>
            row.map((s, k) => (
              <Tr key={`${g}-${k}`}>
                <Th scope="row">{data[g].label}</Th>
                {series.length > 1 ? <Td>{series[k].label}</Td> : null}
                <Td numeric>{s?.n ?? "—"}</Td>
                {STATS.map((stat) => (
                  <Td key={stat} numeric>
                    {s ? formatValue(s[stat]) : "Unavailable"}
                  </Td>
                ))}
                <Td numeric>
                  {s?.outliers?.length
                    ? s.outliers.map(formatValue).join(", ")
                    : "—"}
                </Td>
              </Tr>
            )),
          )}
        </TBody>
      </ChartData>
    </div>
  );
}

components/charts/box-plot/box-plot.module.css

@layer primitive {
  /* A box scales about its own middle as it enters. */
  .box {
    transform-origin: 50% 50%;
  }
  .whisker {
    stroke: var(--series);
    stroke-width: 1.5;
    vector-effect: non-scaling-stroke;
  }
  .body {
    fill: color-mix(in oklab, var(--series) 22%, var(--surface-panel));
    stroke: var(--series);
    stroke-width: 1.5;
    vector-effect: non-scaling-stroke;
  }
  .median {
    stroke: var(--series);
    stroke-width: 3;
    vector-effect: non-scaling-stroke;
  }
  .outlier {
    fill: none;
    stroke: var(--series);
    stroke-linecap: round;
    stroke-width: 5;
    vector-effect: non-scaling-stroke;
  }
}

components/charts/_kernel/box.ts

import { isValue, niceDomain } from "./scale";

/* BoxPlot: a distribution as five numbers and its outliers. */

export type BoxStats = {
  min: number;
  q1: number;
  median: number;
  q3: number;
  max: number;
  /** Values beyond the whiskers. */
  outliers?: readonly number[];
  /** How many values it summarises, when known. */
  n?: number;
};

/** A quantile by linear interpolation (the common "type 7"). */
function quantile(sorted: readonly number[], p: number) {
  const i = (sorted.length - 1) * p;
  const lo = Math.floor(i);
  const hi = Math.ceil(i);
  return sorted[lo] + (sorted[hi] - sorted[lo]) * (i - lo);
}

/** Tukey's box: quartiles, whiskers to the furthest values within 1.5 × IQR
 *  of the box, and everything beyond as outliers. Null for no finite values. */
export function summarize(values: readonly number[]): BoxStats | null {
  const sorted = values.filter(isValue).toSorted((a, b) => a - b);
  if (!sorted.length) return null;
  const q1 = quantile(sorted, 0.25);
  const q3 = quantile(sorted, 0.75);
  const fence = 1.5 * (q3 - q1);
  const inside = sorted.filter((v) => v >= q1 - fence && v <= q3 + fence);
  return {
    min: inside[0],
    q1,
    median: quantile(sorted, 0.5),
    q3,
    max: inside[inside.length - 1],
    outliers: sorted.filter((v) => v < q1 - fence || v > q3 + fence),
    n: sorted.length,
  };
}

export const statsOf = (
  input: readonly number[] | BoxStats | null | undefined,
) =>
  input == null
    ? null
    : Array.isArray(input)
      ? summarize(input)
      : (input as BoxStats);

/** The domain covering every whisker and outlier (not anchored at zero:
 *  a box plot shows spread, not size). */
export function boxDomain(all: readonly (BoxStats | null)[]) {
  const values = all.flatMap((s) =>
    s ? [s.min, s.max, ...(s.outliers ?? [])] : [],
  );
  return niceDomain(values, { zero: false });
}

RankedBar

sorted by the chart · values printed · ranks slide

Errors by endpoint

Sorted by the chart. Switch days and each column slides to its new rank.

Use the left and right arrow keys to read each position.
View data for Errors by endpoint, today
Errors by endpoint, today
RankItemErrors
1POST /v1/events412
2GET /v1/projects280
3POST /v1/deploys266
4GET /v1/usage198
5PATCH /v1/members121
6POST /v1/keys96
7GET /v1/audit44
8DELETE /v1/sessions18
Sourcecomponents/charts/ranked-bar/doc.ts · components/charts/ranked-bar/ranked-bar.tsx · components/charts/_kernel/ranked.ts

components/charts/ranked-bar/doc.ts

/**
 * RankedBar — columns sorted largest first, with their values printed.
 *
 * ┌───────────────────────────────────────────────────────────────────────────┐
 * │ § CONTRACT — the oracle. Names no library, contains no code.              │
 * └───────────────────────────────────────────────────────────────────────────┘
 *
 * # Shape
 *
 *     label         REQUIRED
 *     data          { id, label, value: number | null }[]
 *     valueTitle?, color?, formatValue?, height?, animation?
 *     inspect?     read items by pointer or keyboard; default true
 *
 * # Behaviour
 *
 * R1  The chart sorts, largest first; ties keep the caller's order. The
 *     order is the finding, so it is not left to the caller.
 * R2  Columns measure from zero, always: a truncated axis exaggerates the
 *     difference by however much was cut off.
 * R3  Every value is printed above its column and every label is shown,
 *     angled, under it.
 * R4  Null, negative, or non-finite values are not ranked; the table lists
 *     them, unranked, after the ranked ones.
 * R5  With new data, each column slides to its new rank.
 * R6  Inspection (inspect, default on), as in LineChart: each item reads its
 *     value and its rank ("Rank 2 of 8").
 */
export {};

components/charts/ranked-bar/ranked-bar.tsx

"use client";

import type { CSSProperties } from "react";

import { TBody, Td, Th, THead, Tr } from "@/components/display/table";
import type { AnimationProp } from "@/lib/motion";
import { useTweened } from "@/lib/motion/react";
import { cn } from "@/lib/utils/cn";
import { yAxis } from "../_kernel/cartesian";
import { colorVar, type ChartColor } from "../_kernel/encode";
import { rankedReadout } from "../_kernel/inspect";
import { formatExact, formatTick } from "../_kernel/format";
import { rank, rankedTarget, type RankedDatum } from "../_kernel/ranked";
import { band, niceDomain, PLOT, px } from "../_kernel/scale";
import { CartesianPlot } from "../_shared/cartesian-plot";
import { ChartInspector } from "../_shared/chart-inspector";
import { ChartData } from "../_shared/chart-data";
import chart from "../_shared/chart.module.css";
import { useChartMotion } from "../_shared/use-chart-motion";

export type { RankedDatum };

export type RankedBarProps = {
  /** Names the chart. */
  label: string;
  data: readonly RankedDatum[];
  /** What the values are, for the table. */
  valueTitle?: string;
  color?: ChartColor;
  formatValue?: (value: number) => string;
  height?: string;
  /** Default: columns grow from zero, when scrolled into view. */
  animation?: AnimationProp;
  /** Read values position by position, by pointer or keyboard (default). */
  inspect?: boolean;
  className?: string;
};

/** Columns sorted largest first, with their values printed: the order is
 *  the finding, so ranking is the chart's job. New data slides each column
 *  to its new rank. */
export function RankedBar({
  label,
  data,
  valueTitle = "Value",
  color = 1,
  formatValue = formatExact,
  height,
  animation,
  inspect = true,
  className,
}: RankedBarProps) {
  const { rootProps, update } = useChartMotion(animation, {
    enter: "grow",
    axis: "y",
  });
  const { measured, unmeasured } = rank(data);
  const { domain, step } = niceDomain(measured.map((item) => item.value));
  const target = { ...rankedTarget(measured), __hi: domain[1] };
  const shown = useTweened(target, update);
  const { y, ticks } = yAxis([0, shown.__hi], step, formatTick);
  const slots = band(Math.max(1, measured.length), 0.28);
  const zero = y(0);
  const bars = measured.flatMap((item) => {
    const value = shown[`${item.id}|v`];
    const index = shown[`${item.id}|i`];
    if (value === undefined || index === undefined) return [];
    return [{ item, x: slots.start(index), top: y(value) }];
  });

  return (
    <div
      {...rootProps}
      className={cn(chart.root, className)}
      style={{ "--series": colorVar(color) } as CSSProperties}
    >
      {data.length === 0 ? (
        <p className={chart.empty}>No data to display.</p>
      ) : measured.length === 0 ? (
        <p className={chart.empty}>Measurements unavailable.</p>
      ) : (
        <CartesianPlot
          label={label}
          ticks={ticks}
          height={height}
          angled
          overlay={
            inspect ? (
              <ChartInspector
                label={label}
                positions={measured.map((_, index) => px(slots.centre(index)))}
                band={px(slots.step)}
                readout={(index) =>
                  rankedReadout(measured[index], index, measured.length, {
                    title: valueTitle,
                    color: colorVar(color),
                    format: formatValue,
                  })
                }
              />
            ) : null
          }
          xLabels={measured.map((item, index) => ({
            key: item.id,
            at: px(slots.centre(index)),
            label: item.label,
            align: "middle",
            tier: 2,
          }))}
          notes={bars.map((bar) => ({
            key: bar.item.id,
            x: (bar.x + slots.width / 2) / PLOT,
            y: bar.top / PLOT,
            text: formatValue(bar.item.value),
          }))}
        >
          {bars.map((bar) => (
            <rect
              key={bar.item.id}
              data-mark
              className={chart.column}
              x={px(bar.x)}
              width={px(slots.width)}
              y={px(bar.top)}
              height={px(Math.max(0, zero - bar.top))}
            />
          ))}
        </CartesianPlot>
      )}
      {data.length ? (
        <ChartData label={label}>
          <THead>
            <Tr>
              <Th>Rank</Th>
              <Th>Item</Th>
              <Th numeric>{valueTitle}</Th>
            </Tr>
          </THead>
          <TBody>
            {measured.map((item, index) => (
              <Tr key={item.id}>
                <Td>{index + 1}</Td>
                <Th scope="row">{item.label}</Th>
                <Td numeric>{formatValue(item.value)}</Td>
              </Tr>
            ))}
            {unmeasured.map((item) => (
              <Tr key={item.id}>
                <Td>—</Td>
                <Th scope="row">{item.label}</Th>
                <Td numeric>Unavailable</Td>
              </Tr>
            ))}
          </TBody>
        </ChartData>
      ) : null}
    </div>
  );
}

components/charts/_kernel/ranked.ts

import { isValue } from "./scale";

/* RankedBar: sorted by the chart, because the order is the finding. */

export type RankedDatum = { id: string; label: string; value: number | null };

export const measuredRank = (v: number | null): v is number =>
  isValue(v) && v >= 0;

/** Measured bars, largest first (ties keep the caller's order), and the rest
 *  — kept for the table, never drawn. */
export function rank(data: readonly RankedDatum[]) {
  const measured = data
    .map((item, index) => ({ item, index }))
    .filter(({ item }) => measuredRank(item.value))
    .sort(
      (a, b) =>
        (b.item.value as number) - (a.item.value as number) ||
        a.index - b.index,
    )
    .map(({ item }) => item as RankedDatum & { value: number });
  const unmeasured = data.filter((item) => !measuredRank(item.value));
  return { measured, unmeasured };
}

/** Value and rank position per id, tweened together: a bar that changes rank
 *  slides to its new place. */
export function rankedTarget(
  measured: readonly (RankedDatum & { value: number })[],
) {
  const target: Record<string, number> = {};
  measured.forEach((item, index) => {
    target[`${item.id}|v`] = item.value;
    target[`${item.id}|i`] = index;
  });
  return target;
}

/** Pareto rows: each item's share of the total and the running total, both
 *  in percent, so columns and line share one honest axis. */
export function paretoRows(
  measured: readonly (RankedDatum & { value: number })[],
) {
  const total = measured.reduce((sum, item) => sum + item.value, 0);
  let running = 0;
  return measured.map((item) => {
    running += item.value;
    return {
      item,
      share: total > 0 ? (item.value / total) * 100 : 0,
      cumulative: total > 0 ? (running / total) * 100 : 0,
    };
  });
}

Matrix

a real table · four kinds of cell · coverage

Feature adoption

Share of each workspace's members using each feature.

Feature adoption by workspace, % of members
SSOAudit logDeploysWebhooksUsage alerts
Northstar60%98%68%64%90%
AtlasNot applicable71%89%40%46%
JuniperNot applicableNot applicable86%Not checked66%
OrionNot checked60%Checked, none foundNot checkedChecked, none found
BeaconNot applicable93%70%Checked, none found59%
CanvasNot applicableNot applicable46%51%55%
  • Checked, none found
  • Not checked
  • Not applicable — excluded from coverage
Adoption, % of members — from 0% to 100%

Four states, kept apart. A value; checked and none found (a measured zero, filled); never checked (outlined, empty); not applicable (slashed). Coverage counts the first two over everything but the last.

It is a table. Every cell is announced with its row and column, so the picture is its own data table.

Sourcecomponents/charts/matrix/doc.ts · components/charts/matrix/matrix.tsx · components/charts/matrix/matrix.module.css · components/charts/_kernel/matrix.ts

components/charts/matrix/doc.ts

/**
 * Matrix — rows by columns of cells, and four kinds of cell.
 *
 * ┌───────────────────────────────────────────────────────────────────────────┐
 * │ § CONTRACT — the oracle. Names no library, contains no code.              │
 * └───────────────────────────────────────────────────────────────────────────┘
 *
 * # Shape
 *
 *     label          REQUIRED, names the table
 *     rows, columns  labels
 *     cell           (row, column) → { state: "value", value }
 *                    | { state: "absent" } | { state: "unattempted" }
 *                    | { state: "na" }
 *     ramp?          "sequential" (default) | "diverging"
 *     midpoint?, extent?, formatValue?, showValues?
 *     onSelect?      makes cells selectable; selected? is "row|column"
 *     animation?     default entrance: fade
 *
 *     coverage(rows, columns, cell)  → { checked, applicable, ratio } | null
 *     MatrixKey                      what the non-value cells mean
 *
 * # Behaviour
 *
 * R1  A table: every cell is announced with its row and column headers, so
 *     the picture is its own data table.
 * R2  Four states stay distinct: a value (coloured by the ramp); absent —
 *     checked, none found, a measured zero (filled); unattempted — never
 *     checked (outlined, empty); na — no question to ask (slashed). A value
 *     that is not finite is "unavailable" (dashed, no colour).
 * R3  Coverage is checked (value or absent) over applicable (everything but
 *     na), and null when nothing applies — a ratio over nothing is not zero.
 * R4  Selectable cells are buttons with one tab stop for the whole grid;
 *     arrow keys, Home, and End move between them; Enter or Space selects.
 * R5  A diverging ramp is symmetric about its midpoint.
 * R6  Any screen that uses Matrix shows MatrixKey.
 */
export {};

components/charts/matrix/matrix.tsx

"use client";

import {
  useRef,
  useState,
  type CSSProperties,
  type KeyboardEvent,
} from "react";

import { VisuallyHidden } from "@/components/utility/visually-hidden";
import type { AnimationProp } from "@/lib/motion";
import { useTweened } from "@/lib/motion/react";
import { cn } from "@/lib/utils/cn";
import { formatExact } from "../_kernel/format";
import {
  cellFill,
  cellState,
  coverageOf,
  describeCell,
  matrixExtent,
  sampleMatrix,
  type Cell,
} from "../_kernel/matrix";
import chart from "../_shared/chart.module.css";
import { useChartMotion } from "../_shared/use-chart-motion";
import styles from "./matrix.module.css";

export type { Cell };

export type MatrixProps = {
  /** Names the table. */
  label: string;
  rows: readonly string[];
  columns: readonly string[];
  cell: (row: string, column: string) => Cell;
  /** Sequential for magnitude; diverging for signed values about a midpoint. */
  ramp?: "sequential" | "diverging";
  midpoint?: number;
  /** The distance from the midpoint that is full colour; defaults to the data's. */
  extent?: number;
  formatValue?: (value: number) => string;
  /** Print values in the cells (default); off, they are read by assistive
   *  technology only. */
  showValues?: boolean;
  /** Makes cells buttons; arrow keys move between them. */
  onSelect?: (row: string, column: string) => void;
  /** The selected cell, as `${row}|${column}`. */
  selected?: string | null;
  /** Default: cells fade in, when scrolled into view. */
  animation?: AnimationProp;
  className?: string;
};

/** Every coverage figure: checked over applicable, or null when nothing
 *  applies. */
export function coverage(
  rows: readonly string[],
  columns: readonly string[],
  cell: (row: string, column: string) => Cell,
) {
  return coverageOf(sampleMatrix(rows, columns, cell));
}

/**
 * Rows by columns of cells, as a real table: each cell is announced with its
 * row and column, so the picture is its own data. Four states are kept
 * apart — a value, checked and none found, never checked, not applicable.
 */
export function Matrix({
  label,
  rows,
  columns,
  cell,
  ramp = "sequential",
  midpoint = 0,
  extent,
  formatValue = formatExact,
  showValues = true,
  onSelect,
  selected = null,
  animation,
  className,
}: MatrixProps) {
  const { rootProps, update } = useChartMotion(animation, {
    enter: "fade",
    axis: "y",
  });
  const cells = sampleMatrix(rows, columns, cell);
  const span = extent ?? matrixExtent(cells, midpoint);
  const target: Record<string, number> = {};
  cells.forEach((row, r) =>
    row.forEach((c, k) => {
      if (cellState(c) === "value")
        target[`${r}|${k}`] = (c as { value: number }).value;
    }),
  );
  const shown = useTweened(target, update);

  // Roving focus: one tab stop for the whole grid; arrows move within it.
  const [active, setActive] = useState<[number, number]>([0, 0]);
  const table = useRef<HTMLTableElement>(null);
  const move = (event: KeyboardEvent) => {
    const [r, c] = active;
    const next: Record<string, [number, number]> = {
      ArrowUp: [Math.max(0, r - 1), c],
      ArrowDown: [Math.min(rows.length - 1, r + 1), c],
      ArrowLeft: [r, Math.max(0, c - 1)],
      ArrowRight: [r, Math.min(columns.length - 1, c + 1)],
      Home: [r, 0],
      End: [r, columns.length - 1],
    };
    const to = next[event.key];
    if (!to) return;
    event.preventDefault();
    setActive(to);
    table.current
      ?.querySelector<HTMLButtonElement>(`[data-cell="${to[0]}-${to[1]}"]`)
      ?.focus();
  };

  if (!rows.length || !columns.length)
    return (
      <div className={cn(chart.root, className)}>
        <p className={chart.empty}>No data to display.</p>
      </div>
    );

  return (
    <div {...rootProps} className={cn(chart.root, className)}>
      <div className={styles.scroll}>
        <table
          ref={table}
          className={styles.table}
          style={
            {
              "--row-head-ch": Math.min(
                24,
                Math.max(...rows.map((r) => r.length)),
              ),
              "--columns": columns.length,
            } as CSSProperties
          }
          onKeyDown={onSelect ? move : undefined}
        >
          <caption>
            <VisuallyHidden>{label}</VisuallyHidden>
          </caption>
          <thead>
            <tr>
              <td className={styles.corner} />
              {columns.map((column) => (
                <th key={column} scope="col" className={styles.columnHead}>
                  {column}
                </th>
              ))}
            </tr>
          </thead>
          <tbody>
            {rows.map((row, r) => (
              <tr key={row}>
                <th scope="row" className={styles.rowHead} title={row}>
                  {row}
                </th>
                {columns.map((column, k) => {
                  const c = cells[r][k];
                  const state = cellState(c);
                  const value = shown[`${r}|${k}`];
                  const fill =
                    state === "value" && value !== undefined
                      ? cellFill(value, ramp, midpoint, span)
                      : undefined;
                  const strong =
                    state === "value" &&
                    value !== undefined &&
                    Math.abs(value - midpoint) / span > 0.55;
                  const text = describeCell(c, formatValue);
                  const visible =
                    state === "value"
                      ? showValues
                        ? formatValue(value ?? 0)
                        : ""
                      : state === "absent"
                        ? "0"
                        : "";
                  const content = (
                    <>
                      <span aria-hidden="true">{visible}</span>
                      <VisuallyHidden>{text}</VisuallyHidden>
                    </>
                  );
                  const props = {
                    "data-mark": true,
                    "data-state": state,
                    "data-strong": strong || undefined,
                    className: styles.swatch,
                    style: fill ? { background: fill } : undefined,
                  };
                  const key = `${row}|${column}`;
                  return (
                    <td key={column} className={styles.cell}>
                      {onSelect ? (
                        <button
                          type="button"
                          {...props}
                          data-cell={`${r}-${k}`}
                          tabIndex={active[0] === r && active[1] === k ? 0 : -1}
                          aria-pressed={selected === key}
                          onFocus={() => setActive([r, k])}
                          onClick={() => onSelect(row, column)}
                        >
                          {content}
                        </button>
                      ) : (
                        <span {...props}>{content}</span>
                      )}
                    </td>
                  );
                })}
              </tr>
            ))}
          </tbody>
        </table>
      </div>
    </div>
  );
}

/** What the non-value cells mean. Any screen using Matrix shows it, or the
 *  distinctions the matrix keeps cannot be read. */
export function MatrixKey({ className }: { className?: string }) {
  return (
    <ul className={cn(styles.key, className)} aria-label="Cell key">
      <li>
        <span
          className={styles.swatch}
          data-state="absent"
          aria-hidden="true"
        />
        Checked, none found
      </li>
      <li>
        <span
          className={styles.swatch}
          data-state="unattempted"
          aria-hidden="true"
        />
        Not checked
      </li>
      <li>
        <span className={styles.swatch} data-state="na" aria-hidden="true" />
        Not applicable — excluded from coverage
      </li>
    </ul>
  );
}

components/charts/matrix/matrix.module.css

@layer primitive {
  .scroll {
    min-width: 0;
    overflow-x: auto;
  }
  .table {
    width: 100%;
    min-width: calc(var(--row-head-ch, 8) * 1ch + var(--columns, 4) * 2.75rem);
    border-collapse: separate;
    border-spacing: 3px;
    table-layout: fixed;
    font-size: var(--text-11);
  }
  .corner,
  .rowHead {
    width: calc(var(--row-head-ch, 8) * 1ch + var(--space-5));
  }
  .columnHead {
    padding: 0 var(--space-1) var(--space-2);
    color: var(--chart-label, var(--ink-3));
    font-weight: var(--weight-medium);
    line-height: 1.2;
    text-align: center;
    vertical-align: bottom;
    overflow-wrap: anywhere;
  }
  .rowHead {
    padding-right: var(--space-3);
    color: var(--chart-label, var(--ink-3));
    font-family: var(--font-mono);
    font-weight: var(--weight-regular, 400);
    text-align: end;
    white-space: nowrap;
    overflow: hidden;
    text-overflow: ellipsis;
  }
  .cell {
    height: 2.25rem;
    padding: 0;
  }
  /* The swatch is the mark: it fills the cell and carries the value. */
  .swatch {
    display: grid;
    width: 100%;
    height: 100%;
    place-items: center;
    border-radius: var(--radius-1);
    background: var(--chart-mid);
    color: var(--ink);
    font-family: var(--font-mono);
    font-variant-numeric: tabular-nums;
  }
  .swatch[data-strong] {
    color: var(--surface-panel);
  }
  /* Checked, none found: a measured zero, so it is filled. */
  .swatch[data-state="absent"] {
    border: 1px solid var(--line-strong);
    background: var(--chart-absent);
    color: var(--ink-3);
  }
  /* Never checked: genuinely empty, so an outline and no fill. */
  .swatch[data-state="unattempted"] {
    border: 1px dashed var(--ink-4, var(--line-strong));
    background: var(--chart-unattempted, transparent);
  }
  /* Nothing to ask: a slash, a texture that survives print. */
  .swatch[data-state="na"] {
    background:
      linear-gradient(
        to top right,
        transparent calc(50% - 0.5px),
        var(--line-strong) calc(50% - 0.5px),
        var(--line-strong) calc(50% + 0.5px),
        transparent calc(50% + 0.5px)
      ),
      var(--chart-na, var(--surface-sunk));
  }
  .swatch[data-state="unavailable"] {
    border: 1px dashed var(--ink-3);
    background: transparent;
    color: var(--ink-3);
  }
  button.swatch {
    border: 0;
    cursor: pointer;
    font: inherit;
  }
  button.swatch:focus-visible,
  button.swatch[aria-pressed="true"] {
    outline: 2px solid var(--accent);
    outline-offset: 1px;
  }

  .key {
    display: flex;
    flex-wrap: wrap;
    gap: var(--space-3) var(--space-6);
    margin: 0;
    padding: 0;
    list-style: none;
    color: var(--ink-2);
    font-size: var(--text-12);
  }
  .key li {
    display: inline-flex;
    align-items: center;
    gap: var(--space-3);
  }
  .key .swatch {
    width: 14px;
    height: 14px;
  }
}

components/charts/_kernel/matrix.ts

import { divergingFill, sequentialFill } from "./encode";
import { isValue } from "./scale";

/* Matrix: four states, because four different things can be in a cell. */

export type Cell =
  | { state: "value"; value: number }
  /** Looked, and found nothing: a measured zero. */
  | { state: "absent" }
  /** Nobody checked. Never drawn as a zero. */
  | { state: "unattempted" }
  /** There is no question to ask here. Excluded from coverage entirely. */
  | { state: "na" };

export type CellState = Cell["state"] | "unavailable";

export function cellState(cell: Cell): CellState {
  return cell.state === "value" && !isValue(cell.value)
    ? "unavailable"
    : cell.state;
}

export function describeCell(cell: Cell, format: (v: number) => string) {
  switch (cellState(cell)) {
    case "value":
      return format((cell as { value: number }).value);
    case "unavailable":
      return "Unavailable";
    case "absent":
      return "Checked, none found";
    case "unattempted":
      return "Not checked";
    case "na":
      return "Not applicable";
  }
}

/** Every cell, read once. */
export function sampleMatrix(
  rows: readonly string[],
  columns: readonly string[],
  cell: (row: string, column: string) => Cell,
) {
  return rows.map((row) => columns.map((column) => cell(row, column)));
}

/** The largest distance from the midpoint, so a ramp spans the data. */
export function matrixExtent(
  cells: readonly (readonly Cell[])[],
  midpoint: number,
) {
  let extent = 1e-9;
  for (const row of cells)
    for (const cell of row)
      if (cell.state === "value" && isValue(cell.value))
        extent = Math.max(extent, Math.abs(cell.value - midpoint));
  return extent;
}

export function cellFill(
  value: number,
  ramp: "sequential" | "diverging",
  midpoint: number,
  extent: number,
) {
  return ramp === "diverging"
    ? divergingFill((value - midpoint) / extent)
    : sequentialFill((value - midpoint) / extent);
}

/** Coverage: checked over applicable. "Not applicable" is in neither half —
 *  counting it either way changes the ratio for a question that was never
 *  asked. Null when nothing applies: a ratio over nothing is not zero. */
export function coverageOf(cells: readonly (readonly Cell[])[]) {
  let checked = 0;
  let applicable = 0;
  for (const row of cells)
    for (const cell of row) {
      if (cell.state === "na") continue;
      applicable++;
      if (
        cell.state === "absent" ||
        (cell.state === "value" && isValue(cell.value))
      )
        checked++;
    }
  return applicable === 0
    ? null
    : { checked, applicable, ratio: checked / applicable };
}

Selectable matrix

diverging ramp · one tab stop · arrow keys

Metric correlations

Diverging about zero. Select a cell with the pointer, or Tab in and move with the arrow keys.

Correlation between product metrics
SeatsDeploysAPI callsTicketsChurn risk
Seats
Deploys
API calls
Tickets
Churn risk
Correlation — from -1 through 0 to 1

No cell selected.

Sourcecomponents/charts/matrix/doc.ts · components/charts/matrix/matrix.tsx · components/charts/matrix/matrix.module.css · components/charts/_kernel/matrix.ts

components/charts/matrix/doc.ts

/**
 * Matrix — rows by columns of cells, and four kinds of cell.
 *
 * ┌───────────────────────────────────────────────────────────────────────────┐
 * │ § CONTRACT — the oracle. Names no library, contains no code.              │
 * └───────────────────────────────────────────────────────────────────────────┘
 *
 * # Shape
 *
 *     label          REQUIRED, names the table
 *     rows, columns  labels
 *     cell           (row, column) → { state: "value", value }
 *                    | { state: "absent" } | { state: "unattempted" }
 *                    | { state: "na" }
 *     ramp?          "sequential" (default) | "diverging"
 *     midpoint?, extent?, formatValue?, showValues?
 *     onSelect?      makes cells selectable; selected? is "row|column"
 *     animation?     default entrance: fade
 *
 *     coverage(rows, columns, cell)  → { checked, applicable, ratio } | null
 *     MatrixKey                      what the non-value cells mean
 *
 * # Behaviour
 *
 * R1  A table: every cell is announced with its row and column headers, so
 *     the picture is its own data table.
 * R2  Four states stay distinct: a value (coloured by the ramp); absent —
 *     checked, none found, a measured zero (filled); unattempted — never
 *     checked (outlined, empty); na — no question to ask (slashed). A value
 *     that is not finite is "unavailable" (dashed, no colour).
 * R3  Coverage is checked (value or absent) over applicable (everything but
 *     na), and null when nothing applies — a ratio over nothing is not zero.
 * R4  Selectable cells are buttons with one tab stop for the whole grid;
 *     arrow keys, Home, and End move between them; Enter or Space selects.
 * R5  A diverging ramp is symmetric about its midpoint.
 * R6  Any screen that uses Matrix shows MatrixKey.
 */
export {};

components/charts/matrix/matrix.tsx

"use client";

import {
  useRef,
  useState,
  type CSSProperties,
  type KeyboardEvent,
} from "react";

import { VisuallyHidden } from "@/components/utility/visually-hidden";
import type { AnimationProp } from "@/lib/motion";
import { useTweened } from "@/lib/motion/react";
import { cn } from "@/lib/utils/cn";
import { formatExact } from "../_kernel/format";
import {
  cellFill,
  cellState,
  coverageOf,
  describeCell,
  matrixExtent,
  sampleMatrix,
  type Cell,
} from "../_kernel/matrix";
import chart from "../_shared/chart.module.css";
import { useChartMotion } from "../_shared/use-chart-motion";
import styles from "./matrix.module.css";

export type { Cell };

export type MatrixProps = {
  /** Names the table. */
  label: string;
  rows: readonly string[];
  columns: readonly string[];
  cell: (row: string, column: string) => Cell;
  /** Sequential for magnitude; diverging for signed values about a midpoint. */
  ramp?: "sequential" | "diverging";
  midpoint?: number;
  /** The distance from the midpoint that is full colour; defaults to the data's. */
  extent?: number;
  formatValue?: (value: number) => string;
  /** Print values in the cells (default); off, they are read by assistive
   *  technology only. */
  showValues?: boolean;
  /** Makes cells buttons; arrow keys move between them. */
  onSelect?: (row: string, column: string) => void;
  /** The selected cell, as `${row}|${column}`. */
  selected?: string | null;
  /** Default: cells fade in, when scrolled into view. */
  animation?: AnimationProp;
  className?: string;
};

/** Every coverage figure: checked over applicable, or null when nothing
 *  applies. */
export function coverage(
  rows: readonly string[],
  columns: readonly string[],
  cell: (row: string, column: string) => Cell,
) {
  return coverageOf(sampleMatrix(rows, columns, cell));
}

/**
 * Rows by columns of cells, as a real table: each cell is announced with its
 * row and column, so the picture is its own data. Four states are kept
 * apart — a value, checked and none found, never checked, not applicable.
 */
export function Matrix({
  label,
  rows,
  columns,
  cell,
  ramp = "sequential",
  midpoint = 0,
  extent,
  formatValue = formatExact,
  showValues = true,
  onSelect,
  selected = null,
  animation,
  className,
}: MatrixProps) {
  const { rootProps, update } = useChartMotion(animation, {
    enter: "fade",
    axis: "y",
  });
  const cells = sampleMatrix(rows, columns, cell);
  const span = extent ?? matrixExtent(cells, midpoint);
  const target: Record<string, number> = {};
  cells.forEach((row, r) =>
    row.forEach((c, k) => {
      if (cellState(c) === "value")
        target[`${r}|${k}`] = (c as { value: number }).value;
    }),
  );
  const shown = useTweened(target, update);

  // Roving focus: one tab stop for the whole grid; arrows move within it.
  const [active, setActive] = useState<[number, number]>([0, 0]);
  const table = useRef<HTMLTableElement>(null);
  const move = (event: KeyboardEvent) => {
    const [r, c] = active;
    const next: Record<string, [number, number]> = {
      ArrowUp: [Math.max(0, r - 1), c],
      ArrowDown: [Math.min(rows.length - 1, r + 1), c],
      ArrowLeft: [r, Math.max(0, c - 1)],
      ArrowRight: [r, Math.min(columns.length - 1, c + 1)],
      Home: [r, 0],
      End: [r, columns.length - 1],
    };
    const to = next[event.key];
    if (!to) return;
    event.preventDefault();
    setActive(to);
    table.current
      ?.querySelector<HTMLButtonElement>(`[data-cell="${to[0]}-${to[1]}"]`)
      ?.focus();
  };

  if (!rows.length || !columns.length)
    return (
      <div className={cn(chart.root, className)}>
        <p className={chart.empty}>No data to display.</p>
      </div>
    );

  return (
    <div {...rootProps} className={cn(chart.root, className)}>
      <div className={styles.scroll}>
        <table
          ref={table}
          className={styles.table}
          style={
            {
              "--row-head-ch": Math.min(
                24,
                Math.max(...rows.map((r) => r.length)),
              ),
              "--columns": columns.length,
            } as CSSProperties
          }
          onKeyDown={onSelect ? move : undefined}
        >
          <caption>
            <VisuallyHidden>{label}</VisuallyHidden>
          </caption>
          <thead>
            <tr>
              <td className={styles.corner} />
              {columns.map((column) => (
                <th key={column} scope="col" className={styles.columnHead}>
                  {column}
                </th>
              ))}
            </tr>
          </thead>
          <tbody>
            {rows.map((row, r) => (
              <tr key={row}>
                <th scope="row" className={styles.rowHead} title={row}>
                  {row}
                </th>
                {columns.map((column, k) => {
                  const c = cells[r][k];
                  const state = cellState(c);
                  const value = shown[`${r}|${k}`];
                  const fill =
                    state === "value" && value !== undefined
                      ? cellFill(value, ramp, midpoint, span)
                      : undefined;
                  const strong =
                    state === "value" &&
                    value !== undefined &&
                    Math.abs(value - midpoint) / span > 0.55;
                  const text = describeCell(c, formatValue);
                  const visible =
                    state === "value"
                      ? showValues
                        ? formatValue(value ?? 0)
                        : ""
                      : state === "absent"
                        ? "0"
                        : "";
                  const content = (
                    <>
                      <span aria-hidden="true">{visible}</span>
                      <VisuallyHidden>{text}</VisuallyHidden>
                    </>
                  );
                  const props = {
                    "data-mark": true,
                    "data-state": state,
                    "data-strong": strong || undefined,
                    className: styles.swatch,
                    style: fill ? { background: fill } : undefined,
                  };
                  const key = `${row}|${column}`;
                  return (
                    <td key={column} className={styles.cell}>
                      {onSelect ? (
                        <button
                          type="button"
                          {...props}
                          data-cell={`${r}-${k}`}
                          tabIndex={active[0] === r && active[1] === k ? 0 : -1}
                          aria-pressed={selected === key}
                          onFocus={() => setActive([r, k])}
                          onClick={() => onSelect(row, column)}
                        >
                          {content}
                        </button>
                      ) : (
                        <span {...props}>{content}</span>
                      )}
                    </td>
                  );
                })}
              </tr>
            ))}
          </tbody>
        </table>
      </div>
    </div>
  );
}

/** What the non-value cells mean. Any screen using Matrix shows it, or the
 *  distinctions the matrix keeps cannot be read. */
export function MatrixKey({ className }: { className?: string }) {
  return (
    <ul className={cn(styles.key, className)} aria-label="Cell key">
      <li>
        <span
          className={styles.swatch}
          data-state="absent"
          aria-hidden="true"
        />
        Checked, none found
      </li>
      <li>
        <span
          className={styles.swatch}
          data-state="unattempted"
          aria-hidden="true"
        />
        Not checked
      </li>
      <li>
        <span className={styles.swatch} data-state="na" aria-hidden="true" />
        Not applicable — excluded from coverage
      </li>
    </ul>
  );
}

components/charts/matrix/matrix.module.css

@layer primitive {
  .scroll {
    min-width: 0;
    overflow-x: auto;
  }
  .table {
    width: 100%;
    min-width: calc(var(--row-head-ch, 8) * 1ch + var(--columns, 4) * 2.75rem);
    border-collapse: separate;
    border-spacing: 3px;
    table-layout: fixed;
    font-size: var(--text-11);
  }
  .corner,
  .rowHead {
    width: calc(var(--row-head-ch, 8) * 1ch + var(--space-5));
  }
  .columnHead {
    padding: 0 var(--space-1) var(--space-2);
    color: var(--chart-label, var(--ink-3));
    font-weight: var(--weight-medium);
    line-height: 1.2;
    text-align: center;
    vertical-align: bottom;
    overflow-wrap: anywhere;
  }
  .rowHead {
    padding-right: var(--space-3);
    color: var(--chart-label, var(--ink-3));
    font-family: var(--font-mono);
    font-weight: var(--weight-regular, 400);
    text-align: end;
    white-space: nowrap;
    overflow: hidden;
    text-overflow: ellipsis;
  }
  .cell {
    height: 2.25rem;
    padding: 0;
  }
  /* The swatch is the mark: it fills the cell and carries the value. */
  .swatch {
    display: grid;
    width: 100%;
    height: 100%;
    place-items: center;
    border-radius: var(--radius-1);
    background: var(--chart-mid);
    color: var(--ink);
    font-family: var(--font-mono);
    font-variant-numeric: tabular-nums;
  }
  .swatch[data-strong] {
    color: var(--surface-panel);
  }
  /* Checked, none found: a measured zero, so it is filled. */
  .swatch[data-state="absent"] {
    border: 1px solid var(--line-strong);
    background: var(--chart-absent);
    color: var(--ink-3);
  }
  /* Never checked: genuinely empty, so an outline and no fill. */
  .swatch[data-state="unattempted"] {
    border: 1px dashed var(--ink-4, var(--line-strong));
    background: var(--chart-unattempted, transparent);
  }
  /* Nothing to ask: a slash, a texture that survives print. */
  .swatch[data-state="na"] {
    background:
      linear-gradient(
        to top right,
        transparent calc(50% - 0.5px),
        var(--line-strong) calc(50% - 0.5px),
        var(--line-strong) calc(50% + 0.5px),
        transparent calc(50% + 0.5px)
      ),
      var(--chart-na, var(--surface-sunk));
  }
  .swatch[data-state="unavailable"] {
    border: 1px dashed var(--ink-3);
    background: transparent;
    color: var(--ink-3);
  }
  button.swatch {
    border: 0;
    cursor: pointer;
    font: inherit;
  }
  button.swatch:focus-visible,
  button.swatch[aria-pressed="true"] {
    outline: 2px solid var(--accent);
    outline-offset: 1px;
  }

  .key {
    display: flex;
    flex-wrap: wrap;
    gap: var(--space-3) var(--space-6);
    margin: 0;
    padding: 0;
    list-style: none;
    color: var(--ink-2);
    font-size: var(--text-12);
  }
  .key li {
    display: inline-flex;
    align-items: center;
    gap: var(--space-3);
  }
  .key .swatch {
    width: 14px;
    height: 14px;
  }
}

components/charts/_kernel/matrix.ts

import { divergingFill, sequentialFill } from "./encode";
import { isValue } from "./scale";

/* Matrix: four states, because four different things can be in a cell. */

export type Cell =
  | { state: "value"; value: number }
  /** Looked, and found nothing: a measured zero. */
  | { state: "absent" }
  /** Nobody checked. Never drawn as a zero. */
  | { state: "unattempted" }
  /** There is no question to ask here. Excluded from coverage entirely. */
  | { state: "na" };

export type CellState = Cell["state"] | "unavailable";

export function cellState(cell: Cell): CellState {
  return cell.state === "value" && !isValue(cell.value)
    ? "unavailable"
    : cell.state;
}

export function describeCell(cell: Cell, format: (v: number) => string) {
  switch (cellState(cell)) {
    case "value":
      return format((cell as { value: number }).value);
    case "unavailable":
      return "Unavailable";
    case "absent":
      return "Checked, none found";
    case "unattempted":
      return "Not checked";
    case "na":
      return "Not applicable";
  }
}

/** Every cell, read once. */
export function sampleMatrix(
  rows: readonly string[],
  columns: readonly string[],
  cell: (row: string, column: string) => Cell,
) {
  return rows.map((row) => columns.map((column) => cell(row, column)));
}

/** The largest distance from the midpoint, so a ramp spans the data. */
export function matrixExtent(
  cells: readonly (readonly Cell[])[],
  midpoint: number,
) {
  let extent = 1e-9;
  for (const row of cells)
    for (const cell of row)
      if (cell.state === "value" && isValue(cell.value))
        extent = Math.max(extent, Math.abs(cell.value - midpoint));
  return extent;
}

export function cellFill(
  value: number,
  ramp: "sequential" | "diverging",
  midpoint: number,
  extent: number,
) {
  return ramp === "diverging"
    ? divergingFill((value - midpoint) / extent)
    : sequentialFill((value - midpoint) / extent);
}

/** Coverage: checked over applicable. "Not applicable" is in neither half —
 *  counting it either way changes the ratio for a question that was never
 *  asked. Null when nothing applies: a ratio over nothing is not zero. */
export function coverageOf(cells: readonly (readonly Cell[])[]) {
  let checked = 0;
  let applicable = 0;
  for (const row of cells)
    for (const cell of row) {
      if (cell.state === "na") continue;
      applicable++;
      if (
        cell.state === "absent" ||
        (cell.state === "value" && isValue(cell.value))
      )
        checked++;
    }
  return applicable === 0
    ? null
    : { checked, applicable, ratio: checked / applicable };
}

ColourBar

sequential · diverging · off-centre midpoint

Adoption, % of members — from 0% to 100%
Correlation — from -1 through 0 to 1
Change in churn (pts) — from -4 through 0 to 12

Steps, not a gradient. A smooth gradient invites reading a precise value off a smear. A diverging bar is symmetric about its midpoint, so equal distances read as equal colour even when the domain is lopsided.

Sourcecomponents/charts/colour-bar/doc.ts · components/charts/colour-bar/colour-bar.tsx · components/charts/colour-bar/colour-bar.module.css

components/charts/colour-bar/doc.ts

/**
 * ColourBar — the scale a colour-coded chart uses.
 *
 * ┌───────────────────────────────────────────────────────────────────────────┐
 * │ § CONTRACT — the oracle. Names no library, contains no code.              │
 * └───────────────────────────────────────────────────────────────────────────┘
 *
 * # Shape
 *
 *     label       REQUIRED, what the colour means
 *     kind?       "sequential" (default) | "diverging"
 *     domain      [low, high]
 *     midpoint?   diverging only, default 0
 *     steps?      2–32, default 9
 *     formatValue?, width?
 *
 * # Behaviour
 *
 * R1  Discrete steps, never a smooth gradient: the eye resolves a handful of
 *     levels, and a gradient invites reading a precise value off a smear.
 * R2  The ends are labelled; a diverging bar labels its midpoint too when it
 *     is not crowding an end.
 * R3  The caption reads the whole range as text.
 * R4  It uses the same ramps as Matrix, so the two always agree.
 */
export {};

components/charts/colour-bar/colour-bar.tsx

import type { CSSProperties } from "react";

import { divergingFill, sequentialFill } from "../_kernel/encode";
import { formatTick } from "../_kernel/format";
import { VisuallyHidden } from "@/components/utility/visually-hidden";
import { cn } from "@/lib/utils/cn";
import styles from "./colour-bar.module.css";

export type ColourBarProps = {
  /** What the colour means. */
  label: string;
  kind?: "sequential" | "diverging";
  domain: readonly [number, number];
  /** Diverging only: the neutral value. */
  midpoint?: number;
  /** Discrete steps, 2–32. */
  steps?: number;
  formatValue?: (value: number) => string;
  /** The bar's width, as a CSS length. */
  width?: string;
  className?: string;
};

/** The scale a colour-coded chart uses, in steps rather than a smooth
 *  gradient: a gradient invites reading a precise value off a smear, and the
 *  eye resolves only a handful of levels anyway. */
export function ColourBar({
  label,
  kind = "sequential",
  domain,
  midpoint = 0,
  steps: requested = 9,
  formatValue = formatTick,
  width,
  className,
}: ColourBarProps) {
  const steps = Math.max(2, Math.min(32, Math.floor(requested) || 9));
  const [lo, hi] = domain;
  const extent = Math.max(
    1e-9,
    Math.abs(lo - midpoint),
    Math.abs(hi - midpoint),
  );
  const fills = Array.from({ length: steps }, (_, i) => {
    const value = lo + (i / (steps - 1)) * (hi - lo);
    return kind === "diverging"
      ? divergingFill((value - midpoint) / extent)
      : sequentialFill(i / (steps - 1));
  });
  const mid = hi === lo ? 0.5 : (midpoint - lo) / (hi - lo);

  return (
    <figure
      className={cn(styles.root, className)}
      style={{ "--bar-w": width } as CSSProperties}
    >
      <div className={styles.steps} aria-hidden="true">
        {fills.map((fill, index) => (
          <span key={index} style={{ background: fill }} />
        ))}
      </div>
      <div className={styles.ticks} aria-hidden="true">
        <span style={{ left: 0 }}>{formatValue(lo)}</span>
        {kind === "diverging" && mid > 0.15 && mid < 0.85 ? (
          <span style={{ left: `${mid * 100}%` }}>{formatValue(midpoint)}</span>
        ) : null}
        <span style={{ left: "100%" }}>{formatValue(hi)}</span>
      </div>
      <figcaption className={styles.caption}>
        {label}
        <VisuallyHidden>
          {` — from ${formatValue(lo)}${kind === "diverging" ? ` through ${formatValue(midpoint)}` : ""} to ${formatValue(hi)}`}
        </VisuallyHidden>
      </figcaption>
    </figure>
  );
}

components/charts/colour-bar/colour-bar.module.css

@layer primitive {
  .root {
    display: grid;
    width: min(100%, var(--bar-w, 14rem));
    gap: var(--space-2);
    margin: 0;
  }
  .steps {
    display: flex;
    height: 10px;
    overflow: hidden;
    border-radius: var(--radius-1);
  }
  .steps span {
    flex: 1;
  }
  .ticks {
    position: relative;
    height: 1.3em;
    color: var(--chart-label, var(--ink-3));
    font-family: var(--font-mono);
    font-size: var(--text-11);
    font-variant-numeric: tabular-nums;
  }
  .ticks span {
    position: absolute;
    top: 0;
    transform: translateX(-50%);
  }
  .ticks span:first-child {
    transform: none;
  }
  .ticks span:last-child {
    transform: translateX(-100%);
  }
  .caption {
    color: var(--ink-2);
    font-size: var(--text-12);
  }
}

Edge cases

empty · unmeasured · unavailable cell

No points

No data to display.

Unmeasured bubbles

Measurements unavailable.

View data for Unmeasured bubbles
Unmeasured bubbles
ItemCategoryXYSize
a—12Unavailable
Nothing ranked

Measurements unavailable.

View data for Nothing ranked
Nothing ranked
RankItemValue
—TotalUnavailable
Unavailable cell
Unavailable cell
SSODeploys
AtlasUnavailable64%