Bubble Chart with Automatic Area Sizing

Scatter2D graphs are a fundamental visualization tool used to display the relationship between two numerical variables. Each data point is represented as a dot on a two-dimensional plane, where the x-coordinate and y-coordinate correspond to the values of the two variables. This allows for quick identification of trends, clusters, and outliers in the data. Applications range from scientific data analysis to business intelligence, making them highly versatile. Creating effective Scatter2D graphs involves careful consideration of axis scaling, labeling, and color-coding. Highlighting specific data points or regions can improve understanding. Interactive Scatter2D plots further enhance exploration, allowing users to zoom, pan, and select individual data points for detailed examination. Choosing appropriate visualization tools greatly impacts the ability to draw meaningful insights from data.


Economist GGPlot Excel Paul Tol Black And White Solarized Stata Tableau Wall Street CanvasXpress
<html>

  <head>
    <!-- Include the CanvasXpress library in your HTML file -->
    <link rel="stylesheet" href="https://www.canvasxpress.org/dist/canvasXpress.css" type="text/css"/>
    <script src="https://www.canvasxpress.org/dist/canvasXpress.min.js"></script>
  </head>

  <body>

    <!-- Create a canvas element for the chart with the desired dimensions -->
    <div>
      <canvas id="canvasId" width="600" height="600"></canvas>
    </div>


    <!-- Create a script to initialize the chart -->
    <script>

      // Use a data frame (2D-array) for the graph
      var data = 

      // Create the configuration for the graph
      var config = {
        "graphType": "Scatter2D",
        "xAxis": [
          "GDP per capita"
        ],
        "yAxis": [
          "Life expectancy"
        ],
        "colorBy": "Continent",
        "sizeBy": "Population",
        "sizeScale": "area",
        "xAxisTransform": "log10",
        "title": "Gapminder 2007",
        "citation": "Data: Gapminder (CC BY 4.0), 2007.",
        "xAxisTransformTicks": true,
        "xAxisTransformLinearTicks": false,
        "objectBorderColor": "rgb(255,255,255)"
      }

      // Event used to create graph (optional)
      var events = false

      // Call the CanvasXpress function to create the graph
      var cX = new CanvasXpress("canvasId", data, config, events);

    </script>

  </body>

</html>
<html>

  <head>
    <!-- Include the CanvasXpress library in your HTML file -->
    <link rel="stylesheet" href="https://www.canvasxpress.org/dist/canvasXpress.css" type="text/css"/>
    <script src="https://www.canvasxpress.org/dist/canvasXpress.min.js"></script>
  </head>

  <body>

    <!-- Create a canvas element for the chart with the desired dimensions -->
    <div>
      <canvas id="canvasId" width="600" height="600"></canvas>
    </div>


    <!-- Create a script to initialize the chart -->
    <script>

      // Create the data for the graph
      var data = {
         "y" : {
            "vars" : [
               "Algeria",
               "Angola",
               "Benin",
               "Botswana",
               "Burkina Faso",
               "Burundi",
               "Cameroon",
               "Central African Republic",
               "Chad",
               "Comoros",
               "Congo, Dem. Rep.",
               "Congo, Rep.",
               "Cote d'Ivoire",
               "Djibouti",
               "Egypt",
               "Equatorial Guinea",
               "Eritrea",
               "Ethiopia",
               "Gabon",
               "Gambia",
               "Ghana",
               "Guinea",
               "Guinea-Bissau",
               "Kenya",
               "Lesotho",
               "Liberia",
               "Libya",
               "Madagascar",
               "Malawi",
               "Mali",
               "Mauritania",
               "Mauritius",
               "Morocco",
               "Mozambique",
               "Namibia",
               "Niger",
               "Nigeria",
               "Reunion",
               "Rwanda",
               "Sao Tome and Principe",
               "Senegal",
               "Sierra Leone",
               "Somalia",
               "South Africa",
               "Sudan",
               "Swaziland",
               "Tanzania",
               "Togo",
               "Tunisia",
               "Uganda",
               "Zambia",
               "Zimbabwe",
               "Argentina",
               "Bolivia",
               "Brazil",
               "Canada",
               "Chile",
               "Colombia",
               "Costa Rica",
               "Cuba",
               "Dominican Republic",
               "Ecuador",
               "El Salvador",
               "Guatemala",
               "Haiti",
               "Honduras",
               "Jamaica",
               "Mexico",
               "Nicaragua",
               "Panama",
               "Paraguay",
               "Peru",
               "Puerto Rico",
               "Trinidad and Tobago",
               "United States",
               "Uruguay",
               "Venezuela",
               "Afghanistan",
               "Bahrain",
               "Bangladesh",
               "Cambodia",
               "China",
               "Hong Kong, China",
               "India",
               "Indonesia",
               "Iran",
               "Iraq",
               "Israel",
               "Japan",
               "Jordan",
               "Korea, Dem. Rep.",
               "Korea, Rep.",
               "Kuwait",
               "Lebanon",
               "Malaysia",
               "Mongolia",
               "Myanmar",
               "Nepal",
               "Oman",
               "Pakistan",
               "Philippines",
               "Saudi Arabia",
               "Singapore",
               "Sri Lanka",
               "Syria",
               "Taiwan",
               "Thailand",
               "Vietnam",
               "West Bank and Gaza",
               "Yemen, Rep.",
               "Albania",
               "Austria",
               "Belgium",
               "Bosnia and Herzegovina",
               "Bulgaria",
               "Croatia",
               "Czech Republic",
               "Denmark",
               "Finland",
               "France",
               "Germany",
               "Greece",
               "Hungary",
               "Iceland",
               "Ireland",
               "Italy",
               "Montenegro",
               "Netherlands",
               "Norway",
               "Poland",
               "Portugal",
               "Romania",
               "Serbia",
               "Slovak Republic",
               "Slovenia",
               "Spain",
               "Sweden",
               "Switzerland",
               "Turkey",
               "United Kingdom",
               "Australia",
               "New Zealand"
            ],
            "smps" : [
               "GDP per capita",
               "Life expectancy",
               "Population"
            ],
            "data" : [
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         },
         "z" : {
            "Continent" : [
               "Africa",
               "Africa",
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               "Africa",
               "Africa",
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               "Africa",
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               "Americas",
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               "Asia",
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               "Asia",
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               "Europe",
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               "Europe",
               "Europe",
               "Europe",
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               "Europe",
               "Europe",
               "Europe",
               "Europe",
               "Europe",
               "Europe",
               "Oceania",
               "Oceania"
            ]
         }
      }

      // Create the configuration for the graph
      var config = {
        "graphType": "Scatter2D",
        "xAxis": [
          "GDP per capita"
        ],
        "yAxis": [
          "Life expectancy"
        ],
        "colorBy": "Continent",
        "sizeBy": "Population",
        "sizeScale": "area",
        "xAxisTransform": "log10",
        "title": "Gapminder 2007",
        "citation": "Data: Gapminder (CC BY 4.0), 2007.",
        "xAxisTransformTicks": true,
        "xAxisTransformLinearTicks": false,
        "objectBorderColor": "rgb(255,255,255)"
      }

      // Event used to create graph (optional)
      var events = false

            // Call the CanvasXpress function to create the graph
      var cX = new CanvasXpress("canvasId", data, config, events);

    </script>

  </body>

</html>
library(canvasXpress)
y=read.table("https://www.canvasxpress.org/data/r/cX-scatter2d25-dat.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
z=read.table("https://www.canvasxpress.org/data/r/cX-scatter2d25-var.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
data=y,
varAnnot=z,
citation="Data: Gapminder (CC BY 4.0), 2007.",
colorBy="Continent",
graphType="Scatter2D",
objectBorderColor="rgb(255,255,255)",
sizeBy="Population",
sizeScale="area",
title="Gapminder 2007",
xAxis=list("GDP per capita"),
xAxisTransform="log10",
xAxisTransformLinearTicks=FALSE,
xAxisTransformTicks=TRUE,
yAxis=list("Life expectancy")
)
from canvasxpress.canvas import CanvasXpress
from canvasxpress.plot import show_in_browser

if __name__ == "__main__":
  # Define the chart with its data and configuration
  chart: CanvasXpress = CanvasXpress(
    render_to = "scatter2d25",
    data = {
      "y": {
        "vars": ["Algeria", "Angola", "Benin", "Botswana", "Burkina Faso", "Burundi", "Cameroon", "Central African Republic", "Chad", "Comoros", "Congo, Dem. Rep.", "Congo, Rep.", "Cote d'Ivoire", "Djibouti", "Egypt", "Equatorial Guinea", "Eritrea", "Ethiopia", "Gabon", "Gambia", "Ghana", "Guinea", "Guinea-Bissau", "Kenya", "Lesotho", "Liberia", "Libya", "Madagascar", "Malawi", "Mali", "Mauritania", "Mauritius", "Morocco", "Mozambique", "Namibia", "Niger", "Nigeria", "Reunion", "Rwanda", "Sao Tome and Principe", "Senegal", "Sierra Leone", "Somalia", "South Africa", "Sudan", "Swaziland", "Tanzania", "Togo", "Tunisia", "Uganda", "Zambia", "Zimbabwe", "Argentina", "Bolivia", "Brazil", "Canada", "Chile", "Colombia", "Costa Rica", "Cuba", "Dominican Republic", "Ecuador", "El Salvador", "Guatemala", "Haiti", "Honduras", "Jamaica", "Mexico", "Nicaragua", "Panama", "Paraguay", "Peru", "Puerto Rico", "Trinidad and Tobago", "United States", "Uruguay", "Venezuela", "Afghanistan", "Bahrain", "Bangladesh", "Cambodia", "China", "Hong Kong, China", "India", "Indonesia", "Iran", "Iraq", "Israel", "Japan", "Jordan", "Korea, Dem. Rep.", "Korea, Rep.", "Kuwait", "Lebanon", "Malaysia", "Mongolia", "Myanmar", "Nepal", "Oman", "Pakistan", "Philippines", "Saudi Arabia", "Singapore", "Sri Lanka", "Syria", "Taiwan", "Thailand", "Vietnam", "West Bank and Gaza", "Yemen, Rep.", "Albania", "Austria", "Belgium", "Bosnia and Herzegovina", "Bulgaria", "Croatia", "Czech Republic", "Denmark", "Finland", "France", "Germany", "Greece", "Hungary", "Iceland", "Ireland", "Italy", "Montenegro", "Netherlands", "Norway", "Poland", "Portugal", "Romania", "Serbia", "Slovak Republic", "Slovenia", "Spain", "Sweden", "Switzerland", "Turkey", "United Kingdom", "Australia", "New Zealand"],
        "smps": ["GDP per capita", "Life expectancy", "Population"],
        "data": [
          [6223.4, 72.3, 33333216],
          [4797.2, 42.7, 12420476],
          [1441.3, 56.7, 8078314],
          [12569.9, 50.7, 1639131],
          [1217.0, 52.3, 14326203],
          [430.1, 49.6, 8390505],
          [2042.1, 50.4, 17696293],
          [706.0, 44.7, 4369038],
          [1704.1, 50.7, 10238807],
          [986.1, 65.2, 710960],
          [277.6, 46.5, 64606759],
          [3632.6, 55.3, 3800610],
          [1544.8, 48.3, 18013409],
          [2082.5, 54.8, 496374],
          [5581.2, 71.3, 80264543],
          [12154.1, 51.6, 551201],
          [641.4, 58.0, 4906585],
          [690.8, 52.9, 76511887],
          [13206.5, 56.7, 1454867],
          [752.7, 59.4, 1688359],
          [1327.6, 60.0, 22873338],
          [942.7, 56.0, 9947814],
          [579.2, 46.4, 1472041],
          [1463.2, 54.1, 35610177],
          [1569.3, 42.6, 2012649],
          [414.5, 45.7, 3193942],
          [12057.5, 74.0, 6036914],
          [1044.8, 59.4, 19167654],
          [759.3, 48.3, 13327079],
          [1042.6, 54.5, 12031795],
          [1803.2, 64.2, 3270065],
          [10957.0, 72.8, 1250882],
          [3820.2, 71.2, 33757175],
          [823.7, 42.1, 19951656],
          [4811.1, 52.9, 2055080],
          [619.7, 56.9, 12894865],
          [2014.0, 46.9, 135031164],
          [7670.1, 76.4, 798094],
          [863.1, 46.2, 8860588],
          [1598.4, 65.5, 199579],
          [1712.5, 63.1, 12267493],
          [862.5, 42.6, 6144562],
          [926.1, 48.2, 9118773],
          [9269.7, 49.3, 43997828],
          [2602.4, 58.6, 42292929],
          [4513.5, 39.6, 1133066],
          [1107.5, 52.5, 38139640],
          [883.0, 58.4, 5701579],
          [7092.9, 73.9, 10276158],
          [1056.4, 51.5, 29170398],
          [1271.2, 42.4, 11746035],
          [469.7, 43.5, 12311143],
          [12779.4, 75.3, 40301927],
          [3822.1, 65.6, 9119152],
          [9065.8, 72.4, 190010647],
          [36319.2, 80.7, 33390141],
          [13171.6, 78.6, 16284741],
          [7006.6, 72.9, 44227550],
          [9645.1, 78.8, 4133884],
          [8948.1, 78.3, 11416987],
          [6025.4, 72.2, 9319622],
          [6873.3, 75.0, 13755680],
          [5728.4, 71.9, 6939688],
          [5186.1, 70.3, 12572928],
          [1201.6, 60.9, 8502814],
          [3548.3, 70.2, 7483763],
          [7320.9, 72.6, 2780132],
          [11977.6, 76.2, 108700891],
          [2749.3, 72.9, 5675356],
          [9809.2, 75.5, 3242173],
          [4172.8, 71.8, 6667147],
          [7408.9, 71.4, 28674757],
          [19328.7, 78.7, 3942491],
          [18008.5, 69.8, 1056608],
          [42951.7, 78.2, 301139947],
          [10611.5, 76.4, 3447496],
          [11415.8, 73.7, 26084662],
          [974.6, 43.8, 31889923],
          [29796.0, 75.6, 708573],
          [1391.3, 64.1, 150448339],
          [1713.8, 59.7, 14131858],
          [4959.1, 73.0, 1318683096],
          [39725.0, 82.2, 6980412],
          [2452.2, 64.7, 1110396331],
          [3540.7, 70.7, 223547000],
          [11605.7, 71.0, 69453570],
          [4471.1, 59.5, 27499638],
          [25523.3, 80.7, 6426679],
          [31656.1, 82.6, 127467972],
          [4519.5, 72.5, 6053193],
          [1593.1, 67.3, 23301725],
          [23348.1, 78.6, 49044790],
          [47307.0, 77.6, 2505559],
          [10461.1, 72.0, 3921278],
          [12451.7, 74.2, 24821286],
          [3095.8, 66.8, 2874127],
          [944.0, 62.1, 47761980],
          [1091.4, 63.8, 28901790],
          [22316.2, 75.6, 3204897],
          [2605.9, 65.5, 169270617],
          [3190.5, 71.7, 91077287],
          [21654.8, 72.8, 27601038],
          [47143.2, 80.0, 4553009],
          [3970.1, 72.4, 20378239],
          [4184.5, 74.1, 19314747],
          [28718.3, 78.4, 23174294],
          [7458.4, 70.6, 65068149],
          [2441.6, 74.2, 85262356],
          [3025.3, 73.4, 4018332],
          [2280.8, 62.7, 22211743],
          [5937.0, 76.4, 3600523],
          [36126.5, 79.8, 8199783],
          [33692.6, 79.4, 10392226],
          [7446.3, 74.9, 4552198],
          [10680.8, 73.0, 7322858],
          [14619.2, 75.7, 4493312],
          [22833.3, 76.5, 10228744],
          [35278.4, 78.3, 5468120],
          [33207.1, 79.3, 5238460],
          [30470.0, 80.7, 61083916],
          [32170.4, 79.4, 82400996],
          [27538.4, 79.5, 10706290],
          [18008.9, 73.3, 9956108],
          [36180.8, 81.8, 301931],
          [40676.0, 78.9, 4109086],
          [28569.7, 80.5, 58147733],
          [9253.9, 74.5, 684736],
          [36797.9, 79.8, 16570613],
          [49357.2, 80.2, 4627926],
          [15389.9, 75.6, 38518241],
          [20509.6, 78.1, 10642836],
          [10808.5, 72.5, 22276056],
          [9786.5, 74.0, 10150265],
          [18678.3, 74.7, 5447502],
          [25768.3, 77.9, 2009245],
          [28821.1, 80.9, 40448191],
          [33859.7, 80.9, 9031088],
          [37506.4, 81.7, 7554661],
          [8458.3, 71.8, 71158647],
          [33203.3, 79.4, 60776238],
          [34435.4, 81.2, 20434176],
          [25185.0, 80.2, 4115771]
        ]
      },
      "z": {
        "Continent": ["Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Oceania", "Oceania"]
      }
    },
    config = {
      "graphType": "Scatter2D",
      "xAxis": ["GDP per capita"],
      "yAxis": ["Life expectancy"],
      "colorBy": "Continent",
      "sizeBy": "Population",
      "sizeScale": "area",
      "xAxisTransform": "log10",
      "title": "Gapminder 2007",
      "citation": "Data: Gapminder (CC BY 4.0), 2007.",
      "xAxisTransformTicks": True,
      "xAxisTransformLinearTicks": False,
      "objectBorderColor": "rgb(255,255,255)"
    },
    width = 600,
    height = 600
  )

  # Display the chart in its own Web page
  show_in_browser(chart)
Run this notebook: Open in Binder
from canvasxpress.canvas import CanvasXpress
from canvasxpress.plot import graph

graph(
  CanvasXpress(
    render_to = "scatter2d25",
    data = {
      "y": {
        "vars": ["Algeria", "Angola", "Benin", "Botswana", "Burkina Faso", "Burundi", "Cameroon", "Central African Republic", "Chad", "Comoros", "Congo, Dem. Rep.", "Congo, Rep.", "Cote d'Ivoire", "Djibouti", "Egypt", "Equatorial Guinea", "Eritrea", "Ethiopia", "Gabon", "Gambia", "Ghana", "Guinea", "Guinea-Bissau", "Kenya", "Lesotho", "Liberia", "Libya", "Madagascar", "Malawi", "Mali", "Mauritania", "Mauritius", "Morocco", "Mozambique", "Namibia", "Niger", "Nigeria", "Reunion", "Rwanda", "Sao Tome and Principe", "Senegal", "Sierra Leone", "Somalia", "South Africa", "Sudan", "Swaziland", "Tanzania", "Togo", "Tunisia", "Uganda", "Zambia", "Zimbabwe", "Argentina", "Bolivia", "Brazil", "Canada", "Chile", "Colombia", "Costa Rica", "Cuba", "Dominican Republic", "Ecuador", "El Salvador", "Guatemala", "Haiti", "Honduras", "Jamaica", "Mexico", "Nicaragua", "Panama", "Paraguay", "Peru", "Puerto Rico", "Trinidad and Tobago", "United States", "Uruguay", "Venezuela", "Afghanistan", "Bahrain", "Bangladesh", "Cambodia", "China", "Hong Kong, China", "India", "Indonesia", "Iran", "Iraq", "Israel", "Japan", "Jordan", "Korea, Dem. Rep.", "Korea, Rep.", "Kuwait", "Lebanon", "Malaysia", "Mongolia", "Myanmar", "Nepal", "Oman", "Pakistan", "Philippines", "Saudi Arabia", "Singapore", "Sri Lanka", "Syria", "Taiwan", "Thailand", "Vietnam", "West Bank and Gaza", "Yemen, Rep.", "Albania", "Austria", "Belgium", "Bosnia and Herzegovina", "Bulgaria", "Croatia", "Czech Republic", "Denmark", "Finland", "France", "Germany", "Greece", "Hungary", "Iceland", "Ireland", "Italy", "Montenegro", "Netherlands", "Norway", "Poland", "Portugal", "Romania", "Serbia", "Slovak Republic", "Slovenia", "Spain", "Sweden", "Switzerland", "Turkey", "United Kingdom", "Australia", "New Zealand"],
        "smps": ["GDP per capita", "Life expectancy", "Population"],
        "data": [
          [6223.4, 72.3, 33333216],
          [4797.2, 42.7, 12420476],
          [1441.3, 56.7, 8078314],
          [12569.9, 50.7, 1639131],
          [1217.0, 52.3, 14326203],
          [430.1, 49.6, 8390505],
          [2042.1, 50.4, 17696293],
          [706.0, 44.7, 4369038],
          [1704.1, 50.7, 10238807],
          [986.1, 65.2, 710960],
          [277.6, 46.5, 64606759],
          [3632.6, 55.3, 3800610],
          [1544.8, 48.3, 18013409],
          [2082.5, 54.8, 496374],
          [5581.2, 71.3, 80264543],
          [12154.1, 51.6, 551201],
          [641.4, 58.0, 4906585],
          [690.8, 52.9, 76511887],
          [13206.5, 56.7, 1454867],
          [752.7, 59.4, 1688359],
          [1327.6, 60.0, 22873338],
          [942.7, 56.0, 9947814],
          [579.2, 46.4, 1472041],
          [1463.2, 54.1, 35610177],
          [1569.3, 42.6, 2012649],
          [414.5, 45.7, 3193942],
          [12057.5, 74.0, 6036914],
          [1044.8, 59.4, 19167654],
          [759.3, 48.3, 13327079],
          [1042.6, 54.5, 12031795],
          [1803.2, 64.2, 3270065],
          [10957.0, 72.8, 1250882],
          [3820.2, 71.2, 33757175],
          [823.7, 42.1, 19951656],
          [4811.1, 52.9, 2055080],
          [619.7, 56.9, 12894865],
          [2014.0, 46.9, 135031164],
          [7670.1, 76.4, 798094],
          [863.1, 46.2, 8860588],
          [1598.4, 65.5, 199579],
          [1712.5, 63.1, 12267493],
          [862.5, 42.6, 6144562],
          [926.1, 48.2, 9118773],
          [9269.7, 49.3, 43997828],
          [2602.4, 58.6, 42292929],
          [4513.5, 39.6, 1133066],
          [1107.5, 52.5, 38139640],
          [883.0, 58.4, 5701579],
          [7092.9, 73.9, 10276158],
          [1056.4, 51.5, 29170398],
          [1271.2, 42.4, 11746035],
          [469.7, 43.5, 12311143],
          [12779.4, 75.3, 40301927],
          [3822.1, 65.6, 9119152],
          [9065.8, 72.4, 190010647],
          [36319.2, 80.7, 33390141],
          [13171.6, 78.6, 16284741],
          [7006.6, 72.9, 44227550],
          [9645.1, 78.8, 4133884],
          [8948.1, 78.3, 11416987],
          [6025.4, 72.2, 9319622],
          [6873.3, 75.0, 13755680],
          [5728.4, 71.9, 6939688],
          [5186.1, 70.3, 12572928],
          [1201.6, 60.9, 8502814],
          [3548.3, 70.2, 7483763],
          [7320.9, 72.6, 2780132],
          [11977.6, 76.2, 108700891],
          [2749.3, 72.9, 5675356],
          [9809.2, 75.5, 3242173],
          [4172.8, 71.8, 6667147],
          [7408.9, 71.4, 28674757],
          [19328.7, 78.7, 3942491],
          [18008.5, 69.8, 1056608],
          [42951.7, 78.2, 301139947],
          [10611.5, 76.4, 3447496],
          [11415.8, 73.7, 26084662],
          [974.6, 43.8, 31889923],
          [29796.0, 75.6, 708573],
          [1391.3, 64.1, 150448339],
          [1713.8, 59.7, 14131858],
          [4959.1, 73.0, 1318683096],
          [39725.0, 82.2, 6980412],
          [2452.2, 64.7, 1110396331],
          [3540.7, 70.7, 223547000],
          [11605.7, 71.0, 69453570],
          [4471.1, 59.5, 27499638],
          [25523.3, 80.7, 6426679],
          [31656.1, 82.6, 127467972],
          [4519.5, 72.5, 6053193],
          [1593.1, 67.3, 23301725],
          [23348.1, 78.6, 49044790],
          [47307.0, 77.6, 2505559],
          [10461.1, 72.0, 3921278],
          [12451.7, 74.2, 24821286],
          [3095.8, 66.8, 2874127],
          [944.0, 62.1, 47761980],
          [1091.4, 63.8, 28901790],
          [22316.2, 75.6, 3204897],
          [2605.9, 65.5, 169270617],
          [3190.5, 71.7, 91077287],
          [21654.8, 72.8, 27601038],
          [47143.2, 80.0, 4553009],
          [3970.1, 72.4, 20378239],
          [4184.5, 74.1, 19314747],
          [28718.3, 78.4, 23174294],
          [7458.4, 70.6, 65068149],
          [2441.6, 74.2, 85262356],
          [3025.3, 73.4, 4018332],
          [2280.8, 62.7, 22211743],
          [5937.0, 76.4, 3600523],
          [36126.5, 79.8, 8199783],
          [33692.6, 79.4, 10392226],
          [7446.3, 74.9, 4552198],
          [10680.8, 73.0, 7322858],
          [14619.2, 75.7, 4493312],
          [22833.3, 76.5, 10228744],
          [35278.4, 78.3, 5468120],
          [33207.1, 79.3, 5238460],
          [30470.0, 80.7, 61083916],
          [32170.4, 79.4, 82400996],
          [27538.4, 79.5, 10706290],
          [18008.9, 73.3, 9956108],
          [36180.8, 81.8, 301931],
          [40676.0, 78.9, 4109086],
          [28569.7, 80.5, 58147733],
          [9253.9, 74.5, 684736],
          [36797.9, 79.8, 16570613],
          [49357.2, 80.2, 4627926],
          [15389.9, 75.6, 38518241],
          [20509.6, 78.1, 10642836],
          [10808.5, 72.5, 22276056],
          [9786.5, 74.0, 10150265],
          [18678.3, 74.7, 5447502],
          [25768.3, 77.9, 2009245],
          [28821.1, 80.9, 40448191],
          [33859.7, 80.9, 9031088],
          [37506.4, 81.7, 7554661],
          [8458.3, 71.8, 71158647],
          [33203.3, 79.4, 60776238],
          [34435.4, 81.2, 20434176],
          [25185.0, 80.2, 4115771]
        ]
      },
      "z": {
        "Continent": ["Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Oceania", "Oceania"]
      }
    },
    config = {
      "graphType": "Scatter2D",
      "xAxis": ["GDP per capita"],
      "yAxis": ["Life expectancy"],
      "colorBy": "Continent",
      "sizeBy": "Population",
      "sizeScale": "area",
      "xAxisTransform": "log10",
      "title": "Gapminder 2007",
      "citation": "Data: Gapminder (CC BY 4.0), 2007.",
      "xAxisTransformTicks": True,
      "xAxisTransformLinearTicks": False,
      "objectBorderColor": "rgb(255,255,255)"
    },
    width = 600,
    height = 600
  )
)
using CanvasXpress

canvasxpress(Dict(
  "y" => Dict(
    "vars" => ["Algeria", "Angola", "Benin", "Botswana", "Burkina Faso", "Burundi", "Cameroon", "Central African Republic", "Chad", "Comoros", "Congo, Dem. Rep.", "Congo, Rep.", "Cote d'Ivoire", "Djibouti", "Egypt", "Equatorial Guinea", "Eritrea", "Ethiopia", "Gabon", "Gambia", "Ghana", "Guinea", "Guinea-Bissau", "Kenya", "Lesotho", "Liberia", "Libya", "Madagascar", "Malawi", "Mali", "Mauritania", "Mauritius", "Morocco", "Mozambique", "Namibia", "Niger", "Nigeria", "Reunion", "Rwanda", "Sao Tome and Principe", "Senegal", "Sierra Leone", "Somalia", "South Africa", "Sudan", "Swaziland", "Tanzania", "Togo", "Tunisia", "Uganda", "Zambia", "Zimbabwe", "Argentina", "Bolivia", "Brazil", "Canada", "Chile", "Colombia", "Costa Rica", "Cuba", "Dominican Republic", "Ecuador", "El Salvador", "Guatemala", "Haiti", "Honduras", "Jamaica", "Mexico", "Nicaragua", "Panama", "Paraguay", "Peru", "Puerto Rico", "Trinidad and Tobago", "United States", "Uruguay", "Venezuela", "Afghanistan", "Bahrain", "Bangladesh", "Cambodia", "China", "Hong Kong, China", "India", "Indonesia", "Iran", "Iraq", "Israel", "Japan", "Jordan", "Korea, Dem. Rep.", "Korea, Rep.", "Kuwait", "Lebanon", "Malaysia", "Mongolia", "Myanmar", "Nepal", "Oman", "Pakistan", "Philippines", "Saudi Arabia", "Singapore", "Sri Lanka", "Syria", "Taiwan", "Thailand", "Vietnam", "West Bank and Gaza", "Yemen, Rep.", "Albania", "Austria", "Belgium", "Bosnia and Herzegovina", "Bulgaria", "Croatia", "Czech Republic", "Denmark", "Finland", "France", "Germany", "Greece", "Hungary", "Iceland", "Ireland", "Italy", "Montenegro", "Netherlands", "Norway", "Poland", "Portugal", "Romania", "Serbia", "Slovak Republic", "Slovenia", "Spain", "Sweden", "Switzerland", "Turkey", "United Kingdom", "Australia", "New Zealand"],
    "smps" => ["GDP per capita", "Life expectancy", "Population"],
    "data" => [
      [6223.4, 72.3, 33333216],
      [4797.2, 42.7, 12420476],
      [1441.3, 56.7, 8078314],
      [12569.9, 50.7, 1639131],
      [1217.0, 52.3, 14326203],
      [430.1, 49.6, 8390505],
      [2042.1, 50.4, 17696293],
      [706.0, 44.7, 4369038],
      [1704.1, 50.7, 10238807],
      [986.1, 65.2, 710960],
      [277.6, 46.5, 64606759],
      [3632.6, 55.3, 3800610],
      [1544.8, 48.3, 18013409],
      [2082.5, 54.8, 496374],
      [5581.2, 71.3, 80264543],
      [12154.1, 51.6, 551201],
      [641.4, 58.0, 4906585],
      [690.8, 52.9, 76511887],
      [13206.5, 56.7, 1454867],
      [752.7, 59.4, 1688359],
      [1327.6, 60.0, 22873338],
      [942.7, 56.0, 9947814],
      [579.2, 46.4, 1472041],
      [1463.2, 54.1, 35610177],
      [1569.3, 42.6, 2012649],
      [414.5, 45.7, 3193942],
      [12057.5, 74.0, 6036914],
      [1044.8, 59.4, 19167654],
      [759.3, 48.3, 13327079],
      [1042.6, 54.5, 12031795],
      [1803.2, 64.2, 3270065],
      [10957.0, 72.8, 1250882],
      [3820.2, 71.2, 33757175],
      [823.7, 42.1, 19951656],
      [4811.1, 52.9, 2055080],
      [619.7, 56.9, 12894865],
      [2014.0, 46.9, 135031164],
      [7670.1, 76.4, 798094],
      [863.1, 46.2, 8860588],
      [1598.4, 65.5, 199579],
      [1712.5, 63.1, 12267493],
      [862.5, 42.6, 6144562],
      [926.1, 48.2, 9118773],
      [9269.7, 49.3, 43997828],
      [2602.4, 58.6, 42292929],
      [4513.5, 39.6, 1133066],
      [1107.5, 52.5, 38139640],
      [883.0, 58.4, 5701579],
      [7092.9, 73.9, 10276158],
      [1056.4, 51.5, 29170398],
      [1271.2, 42.4, 11746035],
      [469.7, 43.5, 12311143],
      [12779.4, 75.3, 40301927],
      [3822.1, 65.6, 9119152],
      [9065.8, 72.4, 190010647],
      [36319.2, 80.7, 33390141],
      [13171.6, 78.6, 16284741],
      [7006.6, 72.9, 44227550],
      [9645.1, 78.8, 4133884],
      [8948.1, 78.3, 11416987],
      [6025.4, 72.2, 9319622],
      [6873.3, 75.0, 13755680],
      [5728.4, 71.9, 6939688],
      [5186.1, 70.3, 12572928],
      [1201.6, 60.9, 8502814],
      [3548.3, 70.2, 7483763],
      [7320.9, 72.6, 2780132],
      [11977.6, 76.2, 108700891],
      [2749.3, 72.9, 5675356],
      [9809.2, 75.5, 3242173],
      [4172.8, 71.8, 6667147],
      [7408.9, 71.4, 28674757],
      [19328.7, 78.7, 3942491],
      [18008.5, 69.8, 1056608],
      [42951.7, 78.2, 301139947],
      [10611.5, 76.4, 3447496],
      [11415.8, 73.7, 26084662],
      [974.6, 43.8, 31889923],
      [29796.0, 75.6, 708573],
      [1391.3, 64.1, 150448339],
      [1713.8, 59.7, 14131858],
      [4959.1, 73.0, 1318683096],
      [39725.0, 82.2, 6980412],
      [2452.2, 64.7, 1110396331],
      [3540.7, 70.7, 223547000],
      [11605.7, 71.0, 69453570],
      [4471.1, 59.5, 27499638],
      [25523.3, 80.7, 6426679],
      [31656.1, 82.6, 127467972],
      [4519.5, 72.5, 6053193],
      [1593.1, 67.3, 23301725],
      [23348.1, 78.6, 49044790],
      [47307.0, 77.6, 2505559],
      [10461.1, 72.0, 3921278],
      [12451.7, 74.2, 24821286],
      [3095.8, 66.8, 2874127],
      [944.0, 62.1, 47761980],
      [1091.4, 63.8, 28901790],
      [22316.2, 75.6, 3204897],
      [2605.9, 65.5, 169270617],
      [3190.5, 71.7, 91077287],
      [21654.8, 72.8, 27601038],
      [47143.2, 80.0, 4553009],
      [3970.1, 72.4, 20378239],
      [4184.5, 74.1, 19314747],
      [28718.3, 78.4, 23174294],
      [7458.4, 70.6, 65068149],
      [2441.6, 74.2, 85262356],
      [3025.3, 73.4, 4018332],
      [2280.8, 62.7, 22211743],
      [5937.0, 76.4, 3600523],
      [36126.5, 79.8, 8199783],
      [33692.6, 79.4, 10392226],
      [7446.3, 74.9, 4552198],
      [10680.8, 73.0, 7322858],
      [14619.2, 75.7, 4493312],
      [22833.3, 76.5, 10228744],
      [35278.4, 78.3, 5468120],
      [33207.1, 79.3, 5238460],
      [30470.0, 80.7, 61083916],
      [32170.4, 79.4, 82400996],
      [27538.4, 79.5, 10706290],
      [18008.9, 73.3, 9956108],
      [36180.8, 81.8, 301931],
      [40676.0, 78.9, 4109086],
      [28569.7, 80.5, 58147733],
      [9253.9, 74.5, 684736],
      [36797.9, 79.8, 16570613],
      [49357.2, 80.2, 4627926],
      [15389.9, 75.6, 38518241],
      [20509.6, 78.1, 10642836],
      [10808.5, 72.5, 22276056],
      [9786.5, 74.0, 10150265],
      [18678.3, 74.7, 5447502],
      [25768.3, 77.9, 2009245],
      [28821.1, 80.9, 40448191],
      [33859.7, 80.9, 9031088],
      [37506.4, 81.7, 7554661],
      [8458.3, 71.8, 71158647],
      [33203.3, 79.4, 60776238],
      [34435.4, 81.2, 20434176],
      [25185.0, 80.2, 4115771]
    ]
  ),
  "z" => Dict(
    "Continent" => ["Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Africa", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Americas", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Asia", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Europe", "Oceania", "Oceania"]
  )
);
  graphType = "Scatter2D",
  xAxis = ["GDP per capita"],
  yAxis = ["Life expectancy"],
  colorBy = "Continent",
  sizeBy = "Population",
  sizeScale = "area",
  xAxisTransform = "log10",
  title = "Gapminder 2007",
  citation = "Data: Gapminder (CC BY 4.0), 2007.",
  xAxisTransformTicks = true,
  xAxisTransformLinearTicks = false,
  objectBorderColor = "rgb(255,255,255)"
)
⇧