World choropleth with a diverging index

library(canvasXpress)
y=read.table("https://www.canvasxpress.org/data/r/cX-map22-dat.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
data=y,
colorBy="Wellbeing index",
colorSpectrum=list("#c51b7d", "#f7f7f7", "#4d9221"),
colorSpectrumZeroValue=51,
decorations=list(marker=list(list(color="#276419", coords=list(9.9, -84.1), label="Costa Rica (68.3)", shape="sphere", size=1.6))),
graphType="Map",
legendInside=TRUE,
legendPosition="bottomLeft",
mapColor="#dddddd",
mapId="worldHpi",
showLegendTitle=TRUE,
subtitle="Synthetic wellbeing-efficiency index by country (34 = low, 68 = high). Synthetic data for illustration",
theme="paulTol",
title="How well does the planet live?",
topoJSON="https://www.canvasxpress.org/data/maps/WORLD.json"
)

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 = "map21",
    data = {
      "y": {
        "vars": ["AFG", "AGO", "ALB", "ARE", "ARG", "ARM", "AUS", "AUT", "AZE", "BDI", "BEL", "BEN", "BFA", "BGD", "BGR", "BIH", "BLR", "BOL", "BRA", "BWA", "CAF", "CAN", "CHE", "CHL", "CHN", "CIV", "CMR", "COD", "COG", "COL", "CRI", "CUB", "CZE", "DEU", "DNK", "DOM", "DZA", "ECU", "EGY", "ESP", "EST", "ETH", "FIN", "FRA", "GAB", "GBR", "GEO", "GHA", "GIN", "GRC", "GTM", "HND", "HRV", "HTI", "HUN", "IDN", "IND", "IRL", "IRN", "IRQ", "ISL", "ISR", "ITA", "JAM", "JOR", "JPN", "KAZ", "KEN", "KGZ", "KHM", "KOR", "KWT", "LAO", "LBN", "LBR", "LBY", "LKA", "LSO", "LTU", "LVA", "MAR", "MDG", "MEX", "MLI", "MMR", "MNG", "MOZ", "MRT", "MWI", "MYS", "NAM", "NER", "NGA", "NIC", "NLD", "NOR", "NPL", "NZL", "OMN", "PAK", "PAN", "PER", "PHL", "PNG", "POL", "PRK", "PRT", "PRY", "QAT", "ROU", "RUS", "RWA", "SAU", "SDN", "SEN", "SLE", "SLV", "SOM", "SRB", "SVK", "SVN", "SWE", "SYR", "TCD", "TGO", "THA", "TJK", "TKM", "TUN", "TUR", "TZA", "UGA", "UKR", "URY", "USA", "UZB", "VEN", "VNM", "YEM", "ZAF", "ZMB", "ZWE"],
        "smps": ["Wellbeing index"],
        "data": [
          [37.2],
          [36.3],
          [55.5],
          [44.4],
          [45],
          [41.3],
          [51.4],
          [66.4],
          [62.1],
          [34.3],
          [58.1],
          [41.1],
          [36.9],
          [67.5],
          [62.5],
          [50.1],
          [59.2],
          [35.9],
          [49.4],
          [56.3],
          [67.5],
          [41.2],
          [62.8],
          [41.8],
          [40.5],
          [60.6],
          [39.3],
          [58.3],
          [46.6],
          [51.3],
          [68.3],
          [60],
          [64.4],
          [65],
          [56],
          [61.6],
          [58.1],
          [41.4],
          [44.6],
          [51.6],
          [64.4],
          [66.4],
          [61.5],
          [55.9],
          [44.8],
          [64.8],
          [40.9],
          [47.4],
          [61.3],
          [39.5],
          [57.1],
          [64.5],
          [60.4],
          [34.2],
          [53.8],
          [52],
          [59.5],
          [46.3],
          [43.9],
          [35.8],
          [34.4],
          [40.9],
          [56],
          [36.9],
          [53.6],
          [65.9],
          [57.6],
          [40.2],
          [39.9],
          [58.9],
          [52.7],
          [44.4],
          [36.4],
          [62.2],
          [58.9],
          [62.5],
          [58],
          [34.8],
          [39.7],
          [56.5],
          [55.4],
          [41.4],
          [48.1],
          [42.2],
          [42],
          [34.2],
          [67.8],
          [34.8],
          [58],
          [50.7],
          [37.8],
          [66.8],
          [53.7],
          [57.1],
          [67.2],
          [61],
          [62.7],
          [40.4],
          [36.1],
          [60.7],
          [55.1],
          [54],
          [57.9],
          [58],
          [54.3],
          [54.2],
          [41.6],
          [59.2],
          [41],
          [67.1],
          [58.4],
          [37],
          [38.9],
          [65.4],
          [39.4],
          [49],
          [36.1],
          [43.1],
          [34.4],
          [62.3],
          [52.7],
          [42.7],
          [53.9],
          [35.4],
          [39],
          [42.1],
          [52.2],
          [36.8],
          [50.7],
          [50.8],
          [54.5],
          [49.4],
          [34.6],
          [37.9],
          [55.4],
          [48],
          [50.9],
          [50.6],
          [38],
          [61.8],
          [65.1],
          [34.9]
        ]
      }
    },
    config = {
      "graphType": "Map",
      "topoJSON": "https://www.canvasxpress.org/data/maps/WORLD.json",
      "mapId": "worldHpi",
      "theme": "paulTol",
      "colorBy": "Wellbeing index",
      "colorSpectrum": ["#c51b7d", "#f7f7f7", "#4d9221"],
      "colorSpectrumZeroValue": 51,
      "title": "How well does the planet live?",
      "subtitle": "Synthetic wellbeing-efficiency index by country (34 = low, 68 = high). Synthetic data for illustration",
      "legendPosition": "bottomLeft",
      "legendInside": True,
      "showLegendTitle": True,
      "mapColor": "#dddddd",
      "decorations": {
        "marker": [
          {
            "coords": [9.9, -84.1],
            "label": "Costa Rica (68.3)",
            "shape": "sphere",
            "size": 1.6,
            "color": "#276419"
          }
        ]
      }
    },
    width = 760,
    height = 560
  )

  # 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 = "map21",
    data = {
      "y": {
        "vars": ["AFG", "AGO", "ALB", "ARE", "ARG", "ARM", "AUS", "AUT", "AZE", "BDI", "BEL", "BEN", "BFA", "BGD", "BGR", "BIH", "BLR", "BOL", "BRA", "BWA", "CAF", "CAN", "CHE", "CHL", "CHN", "CIV", "CMR", "COD", "COG", "COL", "CRI", "CUB", "CZE", "DEU", "DNK", "DOM", "DZA", "ECU", "EGY", "ESP", "EST", "ETH", "FIN", "FRA", "GAB", "GBR", "GEO", "GHA", "GIN", "GRC", "GTM", "HND", "HRV", "HTI", "HUN", "IDN", "IND", "IRL", "IRN", "IRQ", "ISL", "ISR", "ITA", "JAM", "JOR", "JPN", "KAZ", "KEN", "KGZ", "KHM", "KOR", "KWT", "LAO", "LBN", "LBR", "LBY", "LKA", "LSO", "LTU", "LVA", "MAR", "MDG", "MEX", "MLI", "MMR", "MNG", "MOZ", "MRT", "MWI", "MYS", "NAM", "NER", "NGA", "NIC", "NLD", "NOR", "NPL", "NZL", "OMN", "PAK", "PAN", "PER", "PHL", "PNG", "POL", "PRK", "PRT", "PRY", "QAT", "ROU", "RUS", "RWA", "SAU", "SDN", "SEN", "SLE", "SLV", "SOM", "SRB", "SVK", "SVN", "SWE", "SYR", "TCD", "TGO", "THA", "TJK", "TKM", "TUN", "TUR", "TZA", "UGA", "UKR", "URY", "USA", "UZB", "VEN", "VNM", "YEM", "ZAF", "ZMB", "ZWE"],
        "smps": ["Wellbeing index"],
        "data": [
          [37.2],
          [36.3],
          [55.5],
          [44.4],
          [45],
          [41.3],
          [51.4],
          [66.4],
          [62.1],
          [34.3],
          [58.1],
          [41.1],
          [36.9],
          [67.5],
          [62.5],
          [50.1],
          [59.2],
          [35.9],
          [49.4],
          [56.3],
          [67.5],
          [41.2],
          [62.8],
          [41.8],
          [40.5],
          [60.6],
          [39.3],
          [58.3],
          [46.6],
          [51.3],
          [68.3],
          [60],
          [64.4],
          [65],
          [56],
          [61.6],
          [58.1],
          [41.4],
          [44.6],
          [51.6],
          [64.4],
          [66.4],
          [61.5],
          [55.9],
          [44.8],
          [64.8],
          [40.9],
          [47.4],
          [61.3],
          [39.5],
          [57.1],
          [64.5],
          [60.4],
          [34.2],
          [53.8],
          [52],
          [59.5],
          [46.3],
          [43.9],
          [35.8],
          [34.4],
          [40.9],
          [56],
          [36.9],
          [53.6],
          [65.9],
          [57.6],
          [40.2],
          [39.9],
          [58.9],
          [52.7],
          [44.4],
          [36.4],
          [62.2],
          [58.9],
          [62.5],
          [58],
          [34.8],
          [39.7],
          [56.5],
          [55.4],
          [41.4],
          [48.1],
          [42.2],
          [42],
          [34.2],
          [67.8],
          [34.8],
          [58],
          [50.7],
          [37.8],
          [66.8],
          [53.7],
          [57.1],
          [67.2],
          [61],
          [62.7],
          [40.4],
          [36.1],
          [60.7],
          [55.1],
          [54],
          [57.9],
          [58],
          [54.3],
          [54.2],
          [41.6],
          [59.2],
          [41],
          [67.1],
          [58.4],
          [37],
          [38.9],
          [65.4],
          [39.4],
          [49],
          [36.1],
          [43.1],
          [34.4],
          [62.3],
          [52.7],
          [42.7],
          [53.9],
          [35.4],
          [39],
          [42.1],
          [52.2],
          [36.8],
          [50.7],
          [50.8],
          [54.5],
          [49.4],
          [34.6],
          [37.9],
          [55.4],
          [48],
          [50.9],
          [50.6],
          [38],
          [61.8],
          [65.1],
          [34.9]
        ]
      }
    },
    config = {
      "graphType": "Map",
      "topoJSON": "https://www.canvasxpress.org/data/maps/WORLD.json",
      "mapId": "worldHpi",
      "theme": "paulTol",
      "colorBy": "Wellbeing index",
      "colorSpectrum": ["#c51b7d", "#f7f7f7", "#4d9221"],
      "colorSpectrumZeroValue": 51,
      "title": "How well does the planet live?",
      "subtitle": "Synthetic wellbeing-efficiency index by country (34 = low, 68 = high). Synthetic data for illustration",
      "legendPosition": "bottomLeft",
      "legendInside": True,
      "showLegendTitle": True,
      "mapColor": "#dddddd",
      "decorations": {
        "marker": [
          {
            "coords": [9.9, -84.1],
            "label": "Costa Rica (68.3)",
            "shape": "sphere",
            "size": 1.6,
            "color": "#276419"
          }
        ]
      }
    },
    width = 760,
    height = 560
  )
)

using CanvasXpress

canvasxpress(Dict(
  "y" => Dict(
    "vars" => ["AFG", "AGO", "ALB", "ARE", "ARG", "ARM", "AUS", "AUT", "AZE", "BDI", "BEL", "BEN", "BFA", "BGD", "BGR", "BIH", "BLR", "BOL", "BRA", "BWA", "CAF", "CAN", "CHE", "CHL", "CHN", "CIV", "CMR", "COD", "COG", "COL", "CRI", "CUB", "CZE", "DEU", "DNK", "DOM", "DZA", "ECU", "EGY", "ESP", "EST", "ETH", "FIN", "FRA", "GAB", "GBR", "GEO", "GHA", "GIN", "GRC", "GTM", "HND", "HRV", "HTI", "HUN", "IDN", "IND", "IRL", "IRN", "IRQ", "ISL", "ISR", "ITA", "JAM", "JOR", "JPN", "KAZ", "KEN", "KGZ", "KHM", "KOR", "KWT", "LAO", "LBN", "LBR", "LBY", "LKA", "LSO", "LTU", "LVA", "MAR", "MDG", "MEX", "MLI", "MMR", "MNG", "MOZ", "MRT", "MWI", "MYS", "NAM", "NER", "NGA", "NIC", "NLD", "NOR", "NPL", "NZL", "OMN", "PAK", "PAN", "PER", "PHL", "PNG", "POL", "PRK", "PRT", "PRY", "QAT", "ROU", "RUS", "RWA", "SAU", "SDN", "SEN", "SLE", "SLV", "SOM", "SRB", "SVK", "SVN", "SWE", "SYR", "TCD", "TGO", "THA", "TJK", "TKM", "TUN", "TUR", "TZA", "UGA", "UKR", "URY", "USA", "UZB", "VEN", "VNM", "YEM", "ZAF", "ZMB", "ZWE"],
    "smps" => ["Wellbeing index"],
    "data" => [
      [37.2],
      [36.3],
      [55.5],
      [44.4],
      [45],
      [41.3],
      [51.4],
      [66.4],
      [62.1],
      [34.3],
      [58.1],
      [41.1],
      [36.9],
      [67.5],
      [62.5],
      [50.1],
      [59.2],
      [35.9],
      [49.4],
      [56.3],
      [67.5],
      [41.2],
      [62.8],
      [41.8],
      [40.5],
      [60.6],
      [39.3],
      [58.3],
      [46.6],
      [51.3],
      [68.3],
      [60],
      [64.4],
      [65],
      [56],
      [61.6],
      [58.1],
      [41.4],
      [44.6],
      [51.6],
      [64.4],
      [66.4],
      [61.5],
      [55.9],
      [44.8],
      [64.8],
      [40.9],
      [47.4],
      [61.3],
      [39.5],
      [57.1],
      [64.5],
      [60.4],
      [34.2],
      [53.8],
      [52],
      [59.5],
      [46.3],
      [43.9],
      [35.8],
      [34.4],
      [40.9],
      [56],
      [36.9],
      [53.6],
      [65.9],
      [57.6],
      [40.2],
      [39.9],
      [58.9],
      [52.7],
      [44.4],
      [36.4],
      [62.2],
      [58.9],
      [62.5],
      [58],
      [34.8],
      [39.7],
      [56.5],
      [55.4],
      [41.4],
      [48.1],
      [42.2],
      [42],
      [34.2],
      [67.8],
      [34.8],
      [58],
      [50.7],
      [37.8],
      [66.8],
      [53.7],
      [57.1],
      [67.2],
      [61],
      [62.7],
      [40.4],
      [36.1],
      [60.7],
      [55.1],
      [54],
      [57.9],
      [58],
      [54.3],
      [54.2],
      [41.6],
      [59.2],
      [41],
      [67.1],
      [58.4],
      [37],
      [38.9],
      [65.4],
      [39.4],
      [49],
      [36.1],
      [43.1],
      [34.4],
      [62.3],
      [52.7],
      [42.7],
      [53.9],
      [35.4],
      [39],
      [42.1],
      [52.2],
      [36.8],
      [50.7],
      [50.8],
      [54.5],
      [49.4],
      [34.6],
      [37.9],
      [55.4],
      [48],
      [50.9],
      [50.6],
      [38],
      [61.8],
      [65.1],
      [34.9]
    ]
  )
);
  graphType = "Map",
  topoJSON = "https://www.canvasxpress.org/data/maps/WORLD.json",
  mapId = "worldHpi",
  theme = "paulTol",
  colorBy = "Wellbeing index",
  colorSpectrum = ["#c51b7d", "#f7f7f7", "#4d9221"],
  colorSpectrumZeroValue = 51,
  title = "How well does the planet live?",
  subtitle = "Synthetic wellbeing-efficiency index by country (34 = low, 68 = high). Synthetic data for illustration",
  legendPosition = "bottomLeft",
  legendInside = true,
  showLegendTitle = true,
  mapColor = "#dddddd",
  decorations = Dict(
    "marker" => [
      Dict(
        "coords" => [9.9, -84.1],
        "label" => "Costa Rica (68.3)",
        "shape" => "sphere",
        "size" => 1.6,
        "color" => "#276419"
      )
    ]
  )
)