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React component for comparing scatter plots





React component for comparing scatter plots.


NPM JavaScript Style Guide


npm install --save react-ab-scatter


import React, { Component } from 'react'

import Viz from 'react-ab-scatter'

class Example extends Component {
  render() {
    return <Viz data = {mockData}
                WIDTH = {1000} // scatter plot width
                HEIGHT = {600} // scatter plot height
                Y_TRANSFORM = {20} // position on canvas - y
                X_TRANSFORM = {100}/> // position on canvas - x

Input data schema :

mockData = {
    "nodes": [
        "idx": 0, //index of node, Number
        "id": "id0", // UID of node
        "group": 1 //group tag of node
        "idx": 0,
        "id": "id1",
        "group": 2
    "metricsA" : [
      {// model1 score of nodes[0], Number
        "x": ...,
        "y": ...
      {// model1 score of nodes[1], Number
        "x": ...,
        "y": ...
    "metricsB" : [
      {// model2 score of nodes[0], Number
          "x": ...,
          "y": ...
      {// model2 score of nodes[1], Number
        "x": ...,
        "y": ...

See ./example/src/ for a complete example.


npm install # install dependencies in package.json
npm run build # create bundle in dist.js
npm start # watch watches the src/ and recompiles it into the dist/ folder when you make changes.
cd example/src && npm run build
npm start # runs the example app that links to your package.

The project will be running on http://localhost:3000/