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For example, let's say you wanted to create a bar chart to show populations per country.\nIf you were to use a 1-to-1 scale (IE: 1 pixel per y value) your bar for the USA would be about\n321.4 million pixels high!\n\nInstead, you can tell `visx` a function to use that takes a data value (like your population per\ncountry) and quantitatively maps to another dimensional space, like pixels.\n\nFor example, we could create a linear scale like this:\n\n```js\nconst graphWidth = 500;\nconst graphHeight = 200;\nconst [minX, maxX] = getXMinAndMax();\nconst [minY, maxY] = getYMinAndMax();\n\nconst xScale = Scale.scaleLinear({\n  domain: [minX, maxX], // x-coordinate data values\n  range: [0, graphWidth], // svg x-coordinates, svg x-coordinates increase left to right\n  round: true,\n});\n\nconst yScale = Scale.scaleLinear({\n  domain: [minY, maxY], // y-coordinate data values\n  // svg y-coordinates, these increase from top to bottom so we reverse the order\n  // so that minY in data space maps to graphHeight in svg y-coordinate space\n  range: [graphHeight, 0],\n  round: true,\n});\n\n// ...\n\nconst points = data.map((d, i) => {\n  const barHeight = graphHeight - yScale(d.y);\n  return <Shape.Bar height={barHeight} y={graphHeight - barHeight} />;\n});\n```\n\n## Different types of scales\n\n### Band scale\n\n[Original d3 docs](https://github.com/d3/d3-scale/blob/master/README.md#_band)\n\nExample:\n\n```js\nconst scale = Scale.scaleBand({\n  /*\n    range,\n    round,\n    domain,\n    padding,\n    nice = false\n  */\n});\n```\n\n### Linear scale\n\n[Original d3 docs](https://github.com/d3/d3-scale/blob/master/README.md#scaleLinear)\n\nExample:\n\n```js\nconst scale = Scale.scaleLinear({\n  /*\n    range,\n    round,\n    domain,\n    nice = false,\n    clamp = false,\n  */\n});\n```\n\n### Log scale\n\n[Original d3 docs](https://github.com/d3/d3-scale/blob/master/README.md#scaleLog)\n\nExample:\n\n```js\nconst scale = Scale.scaleLog({\n  /*\n    range,\n    round,\n    domain,\n    base,\n    nice = false,\n    clamp = false,\n  */\n});\n```\n\n**Important note:** As log(0) = -∞, a log scale domain must be strictly-positive or\nstrictly-negative; the domain must not include or cross zero.\n\n### Radial scale\n\n[Original d3 docs](https://github.com/d3/d3-scale/blob/master/README.md#scaleRadial)\n\nExample:\n\n```js\nconst scale = Scale.scaleRadial({\n  /*\n    range,\n    round,\n    domain,\n    nice = false,\n    clamp = false,\n  */\n});\n```\n\n### Ordinal scale\n\n[Original d3 docs](https://github.com/d3/d3-scale/blob/master/README.md#scaleOrdinal)\n\nExample:\n\n```js\nconst scale = Scale.scaleOrdinal({\n  /*\n    range,\n    domain,\n    unknown,\n  */\n});\n```\n\n### Point scale\n\n[Original d3 docs](https://github.com/d3/d3-scale/blob/master/README.md#scalePoint)\n\nExample:\n\n```js\nconst scale = Scale.scalePoint({\n  /*\n    range,\n    round,\n    domain,\n    padding,\n    align,\n    nice = false,\n  */\n});\n```\n\n### Power scale\n\n[Original d3 docs](https://github.com/d3/d3-scale/blob/master/README.md#scalePow)\n\nExample:\n\n```js\nconst scale = Scale.scalePower({\n  /*\n    range,\n    round,\n    domain,\n    exponent,\n    nice = false,\n    clamp = false,\n  */\n});\n```\n\n### Square Root scale\n\n[Original d3 docs](https://github.com/d3/d3-scale#scaleSqrt)\n\nExample:\n\n```js\n// No need to set the exponent, It is always 0.5\nconst scale = Scale.scaleSqrt({\n  /*\n    range,\n    round,\n    domain,\n    nice = false,\n    clamp = false,\n  */\n});\n```\n\n### Time scale\n\n[Original d3 docs](https://github.com/d3/d3-scale/blob/master/README.md#scaleTime)\n\nExample:\n\n```js\nconst scale = Scale.scaleTime({\n  /*\n    range,\n    round,\n    domain,\n    nice = false,\n    clamp = false,\n   */\n});\n```\n\nYou also can scale time with Coordinated Universal Time via `scaleUtc`.\n\nExample:\n\n```js\nconst scale = Scale.scaleUtc({\n  /*\n    range,\n    round,\n    domain,\n    nice = false,\n    clamp = false,\n   */\n});\n```\n\n### Color Scales\n\nD3 scales offer the ability to map points to colors. You can use\n[`d3-scale-chromatic`](https://github.com/d3/d3-scale-chromatic) in conjunction with visx's\n`scaleOrdinal` to make color scales.\n\nYou can install `d3-scale-chromatic` with npm:\n\n```sh\nnpm install --save d3-scale-chromatic\n```\n\nYou create a color scale like so:\n\n```js\nimport { scaleOrdinal } from '@visx/scale';\nimport { schemeSet1 } from 'd3-scale-chromatic';\n\nconst colorScale = scaleOrdinal({\n  domain: arrayOfThings,\n  range: schemeSet1,\n});\n```\n\nThis generates a color scale with the following colors:\n\n![d3-scale-chromatic schemeSet1](https://raw.githubusercontent.com/d3/d3-scale-chromatic/master/img/Set1.png)\n\nThere are a number of other\n[categorical color schemes](https://github.com/d3/d3-scale-chromatic/blob/master/README.md#categorical)\navailable, along with other continuous color schemes.\n","readmeFilename":"Readme.md"}