Scatter Plot with Binned Size Legend

library(canvasXpress)
y=read.table("https://www.canvasxpress.org/data/r/cX-scatter2d27-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-scatter2d27-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",
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 = "scatter2d27",
    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"],
        "data": [
          [6223.4, 72.3],
          [4797.2, 42.7],
          [1441.3, 56.7],
          [12569.9, 50.7],
          [1217.0, 52.3],
          [430.1, 49.6],
          [2042.1, 50.4],
          [706.0, 44.7],
          [1704.1, 50.7],
          [986.1, 65.2],
          [277.6, 46.5],
          [3632.6, 55.3],
          [1544.8, 48.3],
          [2082.5, 54.8],
          [5581.2, 71.3],
          [12154.1, 51.6],
          [641.4, 58.0],
          [690.8, 52.9],
          [13206.5, 56.7],
          [752.7, 59.4],
          [1327.6, 60.0],
          [942.7, 56.0],
          [579.2, 46.4],
          [1463.2, 54.1],
          [1569.3, 42.6],
          [414.5, 45.7],
          [12057.5, 74.0],
          [1044.8, 59.4],
          [759.3, 48.3],
          [1042.6, 54.5],
          [1803.2, 64.2],
          [10957.0, 72.8],
          [3820.2, 71.2],
          [823.7, 42.1],
          [4811.1, 52.9],
          [619.7, 56.9],
          [2014.0, 46.9],
          [7670.1, 76.4],
          [863.1, 46.2],
          [1598.4, 65.5],
          [1712.5, 63.1],
          [862.5, 42.6],
          [926.1, 48.2],
          [9269.7, 49.3],
          [2602.4, 58.6],
          [4513.5, 39.6],
          [1107.5, 52.5],
          [883.0, 58.4],
          [7092.9, 73.9],
          [1056.4, 51.5],
          [1271.2, 42.4],
          [469.7, 43.5],
          [12779.4, 75.3],
          [3822.1, 65.6],
          [9065.8, 72.4],
          [36319.2, 80.7],
          [13171.6, 78.6],
          [7006.6, 72.9],
          [9645.1, 78.8],
          [8948.1, 78.3],
          [6025.4, 72.2],
          [6873.3, 75.0],
          [5728.4, 71.9],
          [5186.1, 70.3],
          [1201.6, 60.9],
          [3548.3, 70.2],
          [7320.9, 72.6],
          [11977.6, 76.2],
          [2749.3, 72.9],
          [9809.2, 75.5],
          [4172.8, 71.8],
          [7408.9, 71.4],
          [19328.7, 78.7],
          [18008.5, 69.8],
          [42951.7, 78.2],
          [10611.5, 76.4],
          [11415.8, 73.7],
          [974.6, 43.8],
          [29796.0, 75.6],
          [1391.3, 64.1],
          [1713.8, 59.7],
          [4959.1, 73.0],
          [39725.0, 82.2],
          [2452.2, 64.7],
          [3540.7, 70.7],
          [11605.7, 71.0],
          [4471.1, 59.5],
          [25523.3, 80.7],
          [31656.1, 82.6],
          [4519.5, 72.5],
          [1593.1, 67.3],
          [23348.1, 78.6],
          [47307.0, 77.6],
          [10461.1, 72.0],
          [12451.7, 74.2],
          [3095.8, 66.8],
          [944.0, 62.1],
          [1091.4, 63.8],
          [22316.2, 75.6],
          [2605.9, 65.5],
          [3190.5, 71.7],
          [21654.8, 72.8],
          [47143.2, 80.0],
          [3970.1, 72.4],
          [4184.5, 74.1],
          [28718.3, 78.4],
          [7458.4, 70.6],
          [2441.6, 74.2],
          [3025.3, 73.4],
          [2280.8, 62.7],
          [5937.0, 76.4],
          [36126.5, 79.8],
          [33692.6, 79.4],
          [7446.3, 74.9],
          [10680.8, 73.0],
          [14619.2, 75.7],
          [22833.3, 76.5],
          [35278.4, 78.3],
          [33207.1, 79.3],
          [30470.0, 80.7],
          [32170.4, 79.4],
          [27538.4, 79.5],
          [18008.9, 73.3],
          [36180.8, 81.8],
          [40676.0, 78.9],
          [28569.7, 80.5],
          [9253.9, 74.5],
          [36797.9, 79.8],
          [49357.2, 80.2],
          [15389.9, 75.6],
          [20509.6, 78.1],
          [10808.5, 72.5],
          [9786.5, 74.0],
          [18678.3, 74.7],
          [25768.3, 77.9],
          [28821.1, 80.9],
          [33859.7, 80.9],
          [37506.4, 81.7],
          [8458.3, 71.8],
          [33203.3, 79.4],
          [34435.4, 81.2],
          [25185.0, 80.2]
        ]
      },
      "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"],
        "Population": [33333216, 12420476, 8078314, 1639131, 14326203, 8390505, 17696293, 4369038, 10238807, 710960, 64606759, 3800610, 18013409, 496374, 80264543, 551201, 4906585, 76511887, 1454867, 1688359, 22873338, 9947814, 1472041, 35610177, 2012649, 3193942, 6036914, 19167654, 13327079, 12031795, 3270065, 1250882, 33757175, 19951656, 2055080, 12894865, 135031164, 798094, 8860588, 199579, 12267493, 6144562, 9118773, 43997828, 42292929, 1133066, 38139640, 5701579, 10276158, 29170398, 11746035, 12311143, 40301927, 9119152, 190010647, 33390141, 16284741, 44227550, 4133884, 11416987, 9319622, 13755680, 6939688, 12572928, 8502814, 7483763, 2780132, 108700891, 5675356, 3242173, 6667147, 28674757, 3942491, 1056608, 301139947, 3447496, 26084662, 31889923, 708573, 150448339, 14131858, 1318683096, 6980412, 1110396331, 223547000, 69453570, 27499638, 6426679, 127467972, 6053193, 23301725, 49044790, 2505559, 3921278, 24821286, 2874127, 47761980, 28901790, 3204897, 169270617, 91077287, 27601038, 4553009, 20378239, 19314747, 23174294, 65068149, 85262356, 4018332, 22211743, 3600523, 8199783, 10392226, 4552198, 7322858, 4493312, 10228744, 5468120, 5238460, 61083916, 82400996, 10706290, 9956108, 301931, 4109086, 58147733, 684736, 16570613, 4627926, 38518241, 10642836, 22276056, 10150265, 5447502, 2009245, 40448191, 9031088, 7554661, 71158647, 60776238, 20434176, 4115771]
      }
    },
    config = {
      "graphType": "Scatter2D",
      "xAxis": ["GDP per capita"],
      "yAxis": ["Life expectancy"],
      "colorBy": "Continent",
      "sizeBy": "Population",
      "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:

from canvasxpress.canvas import CanvasXpress
from canvasxpress.plot import graph

graph(
  CanvasXpress(
    render_to = "scatter2d27",
    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"],
        "data": [
          [6223.4, 72.3],
          [4797.2, 42.7],
          [1441.3, 56.7],
          [12569.9, 50.7],
          [1217.0, 52.3],
          [430.1, 49.6],
          [2042.1, 50.4],
          [706.0, 44.7],
          [1704.1, 50.7],
          [986.1, 65.2],
          [277.6, 46.5],
          [3632.6, 55.3],
          [1544.8, 48.3],
          [2082.5, 54.8],
          [5581.2, 71.3],
          [12154.1, 51.6],
          [641.4, 58.0],
          [690.8, 52.9],
          [13206.5, 56.7],
          [752.7, 59.4],
          [1327.6, 60.0],
          [942.7, 56.0],
          [579.2, 46.4],
          [1463.2, 54.1],
          [1569.3, 42.6],
          [414.5, 45.7],
          [12057.5, 74.0],
          [1044.8, 59.4],
          [759.3, 48.3],
          [1042.6, 54.5],
          [1803.2, 64.2],
          [10957.0, 72.8],
          [3820.2, 71.2],
          [823.7, 42.1],
          [4811.1, 52.9],
          [619.7, 56.9],
          [2014.0, 46.9],
          [7670.1, 76.4],
          [863.1, 46.2],
          [1598.4, 65.5],
          [1712.5, 63.1],
          [862.5, 42.6],
          [926.1, 48.2],
          [9269.7, 49.3],
          [2602.4, 58.6],
          [4513.5, 39.6],
          [1107.5, 52.5],
          [883.0, 58.4],
          [7092.9, 73.9],
          [1056.4, 51.5],
          [1271.2, 42.4],
          [469.7, 43.5],
          [12779.4, 75.3],
          [3822.1, 65.6],
          [9065.8, 72.4],
          [36319.2, 80.7],
          [13171.6, 78.6],
          [7006.6, 72.9],
          [9645.1, 78.8],
          [8948.1, 78.3],
          [6025.4, 72.2],
          [6873.3, 75.0],
          [5728.4, 71.9],
          [5186.1, 70.3],
          [1201.6, 60.9],
          [3548.3, 70.2],
          [7320.9, 72.6],
          [11977.6, 76.2],
          [2749.3, 72.9],
          [9809.2, 75.5],
          [4172.8, 71.8],
          [7408.9, 71.4],
          [19328.7, 78.7],
          [18008.5, 69.8],
          [42951.7, 78.2],
          [10611.5, 76.4],
          [11415.8, 73.7],
          [974.6, 43.8],
          [29796.0, 75.6],
          [1391.3, 64.1],
          [1713.8, 59.7],
          [4959.1, 73.0],
          [39725.0, 82.2],
          [2452.2, 64.7],
          [3540.7, 70.7],
          [11605.7, 71.0],
          [4471.1, 59.5],
          [25523.3, 80.7],
          [31656.1, 82.6],
          [4519.5, 72.5],
          [1593.1, 67.3],
          [23348.1, 78.6],
          [47307.0, 77.6],
          [10461.1, 72.0],
          [12451.7, 74.2],
          [3095.8, 66.8],
          [944.0, 62.1],
          [1091.4, 63.8],
          [22316.2, 75.6],
          [2605.9, 65.5],
          [3190.5, 71.7],
          [21654.8, 72.8],
          [47143.2, 80.0],
          [3970.1, 72.4],
          [4184.5, 74.1],
          [28718.3, 78.4],
          [7458.4, 70.6],
          [2441.6, 74.2],
          [3025.3, 73.4],
          [2280.8, 62.7],
          [5937.0, 76.4],
          [36126.5, 79.8],
          [33692.6, 79.4],
          [7446.3, 74.9],
          [10680.8, 73.0],
          [14619.2, 75.7],
          [22833.3, 76.5],
          [35278.4, 78.3],
          [33207.1, 79.3],
          [30470.0, 80.7],
          [32170.4, 79.4],
          [27538.4, 79.5],
          [18008.9, 73.3],
          [36180.8, 81.8],
          [40676.0, 78.9],
          [28569.7, 80.5],
          [9253.9, 74.5],
          [36797.9, 79.8],
          [49357.2, 80.2],
          [15389.9, 75.6],
          [20509.6, 78.1],
          [10808.5, 72.5],
          [9786.5, 74.0],
          [18678.3, 74.7],
          [25768.3, 77.9],
          [28821.1, 80.9],
          [33859.7, 80.9],
          [37506.4, 81.7],
          [8458.3, 71.8],
          [33203.3, 79.4],
          [34435.4, 81.2],
          [25185.0, 80.2]
        ]
      },
      "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"],
        "Population": [33333216, 12420476, 8078314, 1639131, 14326203, 8390505, 17696293, 4369038, 10238807, 710960, 64606759, 3800610, 18013409, 496374, 80264543, 551201, 4906585, 76511887, 1454867, 1688359, 22873338, 9947814, 1472041, 35610177, 2012649, 3193942, 6036914, 19167654, 13327079, 12031795, 3270065, 1250882, 33757175, 19951656, 2055080, 12894865, 135031164, 798094, 8860588, 199579, 12267493, 6144562, 9118773, 43997828, 42292929, 1133066, 38139640, 5701579, 10276158, 29170398, 11746035, 12311143, 40301927, 9119152, 190010647, 33390141, 16284741, 44227550, 4133884, 11416987, 9319622, 13755680, 6939688, 12572928, 8502814, 7483763, 2780132, 108700891, 5675356, 3242173, 6667147, 28674757, 3942491, 1056608, 301139947, 3447496, 26084662, 31889923, 708573, 150448339, 14131858, 1318683096, 6980412, 1110396331, 223547000, 69453570, 27499638, 6426679, 127467972, 6053193, 23301725, 49044790, 2505559, 3921278, 24821286, 2874127, 47761980, 28901790, 3204897, 169270617, 91077287, 27601038, 4553009, 20378239, 19314747, 23174294, 65068149, 85262356, 4018332, 22211743, 3600523, 8199783, 10392226, 4552198, 7322858, 4493312, 10228744, 5468120, 5238460, 61083916, 82400996, 10706290, 9956108, 301931, 4109086, 58147733, 684736, 16570613, 4627926, 38518241, 10642836, 22276056, 10150265, 5447502, 2009245, 40448191, 9031088, 7554661, 71158647, 60776238, 20434176, 4115771]
      }
    },
    config = {
      "graphType": "Scatter2D",
      "xAxis": ["GDP per capita"],
      "yAxis": ["Life expectancy"],
      "colorBy": "Continent",
      "sizeBy": "Population",
      "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"],
    "data" => [
      [6223.4, 72.3],
      [4797.2, 42.7],
      [1441.3, 56.7],
      [12569.9, 50.7],
      [1217.0, 52.3],
      [430.1, 49.6],
      [2042.1, 50.4],
      [706.0, 44.7],
      [1704.1, 50.7],
      [986.1, 65.2],
      [277.6, 46.5],
      [3632.6, 55.3],
      [1544.8, 48.3],
      [2082.5, 54.8],
      [5581.2, 71.3],
      [12154.1, 51.6],
      [641.4, 58.0],
      [690.8, 52.9],
      [13206.5, 56.7],
      [752.7, 59.4],
      [1327.6, 60.0],
      [942.7, 56.0],
      [579.2, 46.4],
      [1463.2, 54.1],
      [1569.3, 42.6],
      [414.5, 45.7],
      [12057.5, 74.0],
      [1044.8, 59.4],
      [759.3, 48.3],
      [1042.6, 54.5],
      [1803.2, 64.2],
      [10957.0, 72.8],
      [3820.2, 71.2],
      [823.7, 42.1],
      [4811.1, 52.9],
      [619.7, 56.9],
      [2014.0, 46.9],
      [7670.1, 76.4],
      [863.1, 46.2],
      [1598.4, 65.5],
      [1712.5, 63.1],
      [862.5, 42.6],
      [926.1, 48.2],
      [9269.7, 49.3],
      [2602.4, 58.6],
      [4513.5, 39.6],
      [1107.5, 52.5],
      [883.0, 58.4],
      [7092.9, 73.9],
      [1056.4, 51.5],
      [1271.2, 42.4],
      [469.7, 43.5],
      [12779.4, 75.3],
      [3822.1, 65.6],
      [9065.8, 72.4],
      [36319.2, 80.7],
      [13171.6, 78.6],
      [7006.6, 72.9],
      [9645.1, 78.8],
      [8948.1, 78.3],
      [6025.4, 72.2],
      [6873.3, 75.0],
      [5728.4, 71.9],
      [5186.1, 70.3],
      [1201.6, 60.9],
      [3548.3, 70.2],
      [7320.9, 72.6],
      [11977.6, 76.2],
      [2749.3, 72.9],
      [9809.2, 75.5],
      [4172.8, 71.8],
      [7408.9, 71.4],
      [19328.7, 78.7],
      [18008.5, 69.8],
      [42951.7, 78.2],
      [10611.5, 76.4],
      [11415.8, 73.7],
      [974.6, 43.8],
      [29796.0, 75.6],
      [1391.3, 64.1],
      [1713.8, 59.7],
      [4959.1, 73.0],
      [39725.0, 82.2],
      [2452.2, 64.7],
      [3540.7, 70.7],
      [11605.7, 71.0],
      [4471.1, 59.5],
      [25523.3, 80.7],
      [31656.1, 82.6],
      [4519.5, 72.5],
      [1593.1, 67.3],
      [23348.1, 78.6],
      [47307.0, 77.6],
      [10461.1, 72.0],
      [12451.7, 74.2],
      [3095.8, 66.8],
      [944.0, 62.1],
      [1091.4, 63.8],
      [22316.2, 75.6],
      [2605.9, 65.5],
      [3190.5, 71.7],
      [21654.8, 72.8],
      [47143.2, 80.0],
      [3970.1, 72.4],
      [4184.5, 74.1],
      [28718.3, 78.4],
      [7458.4, 70.6],
      [2441.6, 74.2],
      [3025.3, 73.4],
      [2280.8, 62.7],
      [5937.0, 76.4],
      [36126.5, 79.8],
      [33692.6, 79.4],
      [7446.3, 74.9],
      [10680.8, 73.0],
      [14619.2, 75.7],
      [22833.3, 76.5],
      [35278.4, 78.3],
      [33207.1, 79.3],
      [30470.0, 80.7],
      [32170.4, 79.4],
      [27538.4, 79.5],
      [18008.9, 73.3],
      [36180.8, 81.8],
      [40676.0, 78.9],
      [28569.7, 80.5],
      [9253.9, 74.5],
      [36797.9, 79.8],
      [49357.2, 80.2],
      [15389.9, 75.6],
      [20509.6, 78.1],
      [10808.5, 72.5],
      [9786.5, 74.0],
      [18678.3, 74.7],
      [25768.3, 77.9],
      [28821.1, 80.9],
      [33859.7, 80.9],
      [37506.4, 81.7],
      [8458.3, 71.8],
      [33203.3, 79.4],
      [34435.4, 81.2],
      [25185.0, 80.2]
    ]
  ),
  "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"],
    "Population" => [33333216, 12420476, 8078314, 1639131, 14326203, 8390505, 17696293, 4369038, 10238807, 710960, 64606759, 3800610, 18013409, 496374, 80264543, 551201, 4906585, 76511887, 1454867, 1688359, 22873338, 9947814, 1472041, 35610177, 2012649, 3193942, 6036914, 19167654, 13327079, 12031795, 3270065, 1250882, 33757175, 19951656, 2055080, 12894865, 135031164, 798094, 8860588, 199579, 12267493, 6144562, 9118773, 43997828, 42292929, 1133066, 38139640, 5701579, 10276158, 29170398, 11746035, 12311143, 40301927, 9119152, 190010647, 33390141, 16284741, 44227550, 4133884, 11416987, 9319622, 13755680, 6939688, 12572928, 8502814, 7483763, 2780132, 108700891, 5675356, 3242173, 6667147, 28674757, 3942491, 1056608, 301139947, 3447496, 26084662, 31889923, 708573, 150448339, 14131858, 1318683096, 6980412, 1110396331, 223547000, 69453570, 27499638, 6426679, 127467972, 6053193, 23301725, 49044790, 2505559, 3921278, 24821286, 2874127, 47761980, 28901790, 3204897, 169270617, 91077287, 27601038, 4553009, 20378239, 19314747, 23174294, 65068149, 85262356, 4018332, 22211743, 3600523, 8199783, 10392226, 4552198, 7322858, 4493312, 10228744, 5468120, 5238460, 61083916, 82400996, 10706290, 9956108, 301931, 4109086, 58147733, 684736, 16570613, 4627926, 38518241, 10642836, 22276056, 10150265, 5447502, 2009245, 40448191, 9031088, 7554661, 71158647, 60776238, 20434176, 4115771]
  )
);
  graphType = "Scatter2D",
  xAxis = ["GDP per capita"],
  yAxis = ["Life expectancy"],
  colorBy = "Continent",
  sizeBy = "Population",
  xAxisTransform = "log10",
  title = "Gapminder 2007",
  citation = "Data: Gapminder (CC BY 4.0), 2007.",
  xAxisTransformTicks = true,
  xAxisTransformLinearTicks = false,
  objectBorderColor = "rgb(255,255,255)"
)