Interactive Albers USA State Map

library(canvasXpress)
y=read.table("https://www.canvasxpress.org/data/r/cX-election2000-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-election2000-var.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
data=y,
varAnnot=z,
colorBy="Winner",
decorations=list(pie=list(list(colors=list("blue", "red", "yellow", "green"), size=2.5, smps=list("Democrat", "Republican", "Libertarian", "Other")))),
graphType="Map",
legendColumns=4,
legendOrder=list(Winner=list("Republican", "Democrat")),
mapId="albersStatesPie",
mapProjection="albers",
sizeBy="Total",
theme="wallStreetJournal",
title="2000 Presidential Elections",
topoJSON="https://www.canvasxpress.org/data/maps/USA.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 = "map5",
    data = {
      "y": {
        "data": [
          [1665573, 692611, 941173, 5893, 25896],
          [285560, 79004, 167398, 2636, 36522],
          [1532016, 685341, 781652, 5775, 59248],
          [921781, 422768, 472940, 2781, 23292],
          [10965822, 5861203, 4567429, 45520, 491670],
          [1741368, 738227, 883748, 12799, 106594],
          [1459525, 816015, 561094, 3484, 78932],
          [327529, 180068, 137288, 774, 9399],
          [201894, 171923, 18073, 669, 11229],
          [5963110, 2912253, 2912790, 16415, 121652],
          [2583208, 1116230, 1419720, 36332, 10926],
          [367951, 205286, 137845, 1477, 23343],
          [501615, 138637, 336937, 3488, 22553],
          [4742108, 2589026, 2019421, 11623, 122038],
          [2199302, 901980, 1245836, 15530, 35956],
          [1353022, 638517, 634373, 3209, 76923],
          [1072216, 399276, 622332, 4525, 46083],
          [1544106, 638923, 872520, 2885, 29778],
          [1765656, 792344, 927871, 2951, 42490],
          [651817, 319951, 286616, 3074, 42176],
          [2025212, 1144008, 813827, 5310, 62067],
          [2733964, 1616487, 878502, 16366, 222609],
          [4232501, 2170418, 1953139, 16711, 92233],
          [2438685, 1168266, 1109659, 5282, 155478],
          [994184, 404614, 572844, 2009, 14717],
          [2359892, 1111138, 1189924, 7436, 51394],
          [410986, 137126, 240178, 1718, 31964],
          [697019, 231780, 433862, 2245, 29132],
          [609426, 279978, 301575, 3311, 24562],
          [569081, 266348, 273559, 2757, 26417],
          [3187226, 1788850, 1284173, None, 114203],
          [598605, 286783, 286417, 2058, 23347],
          [6960215, 3942215, 2258577, 7649, 751774],
          [2901099, 1257692, 1631163, None, 12244],
          [288256, 95284, 174852, None, 18120],
          [4701998, 2183628, 2350363, 13473, 154534],
          [1234229, 474276, 744337, 6602, 9014],
          [1533950, 720342, 713577, 7447, 92584],
          [4923433, 2485967, 2281127, 11248, 145091],
          [409112, 249508, 130555, 742, 28307],
          [1383902, 566037, 786892, 4760, 26213],
          [316269, 118804, 190700, 1662, 5103],
          [2076181, 981720, 1061949, None, 32512],
          [6407637, 2433746, 3799639, 23160, 151092],
          [770754, 203053, 515096, 3616, 48989],
          [294308, 149022, 119775, 784, 24727],
          [2739447, 1217290, 1437490, 15198, 69469],
          [2487433, 1247652, 1108864, 13135, 117782],
          [648124, 295497, 336475, 1912, 14240],
          [2598607, 1242987, 1237279, 6640, 111701],
          [213726, 60481, 147947, 1443, 3855]
        ],
        "smps": ["Total", "Democrat", "Republican", "Libertarian", "Other"],
        "vars": ["AL", "AK", "AZ", "AR", "CA", "CO", "CT", "DE", "DC", "FL", "GA", "HI", "ID", "IL", "IN", "IA", "KS", "KY", "LA", "ME", "MD", "MA", "MI", "MN", "MS", "MO", "MT", "NE", "NV", "NH", "NJ", "NM", "NY", "NC", "ND", "OH", "OK", "OR", "PA", "RI", "SC", "SD", "TN", "TX", "UT", "VT", "VA", "WA", "WV", "WI", "WY"]
      },
      "z": {
        "State": ["Alabama", "Alaska", "Arizona", "Arkansas", "California", "Colorado", "Connecticut", "Delaware", "District of Columbia", "Florida", "Georgia", "Hawaii", "Idaho", "Illinois", "Indiana", "Iowa", "Kansas", "Kentucky", "Louisiana", "Maine", "Maryland", "Massachusetts", "Michigan", "Minnesota", "Mississippi", "Missouri", "Montana", "Nebraska", "Nevada", "New Hampshire", "New Jersey", "New Mexico", "New York", "North Carolina", "North Dakota", "Ohio", "Oklahoma", "Oregon", "Pennsylvania", "Rhode Island", "South Carolina", "South Dakota", "Tennessee", "Texas", "Utah", "Vermont", "Virginia", "Washington", "West Virginia", "Wisconsin", "Wyoming"],
        "Winner": ["Republican", "Republican", "Republican", "Republican", "Democrat", "Republican", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Democrat", "Republican", "Democrat", "Republican", "Democrat", "Republican", "Republican", "Republican", "Democrat", "Democrat", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Republican", "Republican", "Republican", "Republican", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Republican", "Republican", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Republican", "Republican", "Republican", "Democrat", "Republican", "Democrat", "Republican", "Democrat", "Republican"]
      }
    },
    config = {
      "colorBy": "Winner",
      "decorations": {
        "pie": [
          {
            "colors": ["blue", "red", "yellow", "green"],
            "size": 2.5,
            "smps": ["Democrat", "Republican", "Libertarian", "Other"]
          }
        ]
      },
      "graphType": "Map",
      "legendColumns": 4,
      "legendOrder": {
        "Winner": ["Republican", "Democrat"]
      },
      "mapId": "albersStatesPie",
      "mapProjection": "albers",
      "sizeBy": "Total",
      "theme": "wallStreetJournal",
      "title": "2000 Presidential Elections",
      "topoJSON": "https://www.canvasxpress.org/data/maps/USA.json"
    },
    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 = "map5",
    data = {
      "y": {
        "data": [
          [1665573, 692611, 941173, 5893, 25896],
          [285560, 79004, 167398, 2636, 36522],
          [1532016, 685341, 781652, 5775, 59248],
          [921781, 422768, 472940, 2781, 23292],
          [10965822, 5861203, 4567429, 45520, 491670],
          [1741368, 738227, 883748, 12799, 106594],
          [1459525, 816015, 561094, 3484, 78932],
          [327529, 180068, 137288, 774, 9399],
          [201894, 171923, 18073, 669, 11229],
          [5963110, 2912253, 2912790, 16415, 121652],
          [2583208, 1116230, 1419720, 36332, 10926],
          [367951, 205286, 137845, 1477, 23343],
          [501615, 138637, 336937, 3488, 22553],
          [4742108, 2589026, 2019421, 11623, 122038],
          [2199302, 901980, 1245836, 15530, 35956],
          [1353022, 638517, 634373, 3209, 76923],
          [1072216, 399276, 622332, 4525, 46083],
          [1544106, 638923, 872520, 2885, 29778],
          [1765656, 792344, 927871, 2951, 42490],
          [651817, 319951, 286616, 3074, 42176],
          [2025212, 1144008, 813827, 5310, 62067],
          [2733964, 1616487, 878502, 16366, 222609],
          [4232501, 2170418, 1953139, 16711, 92233],
          [2438685, 1168266, 1109659, 5282, 155478],
          [994184, 404614, 572844, 2009, 14717],
          [2359892, 1111138, 1189924, 7436, 51394],
          [410986, 137126, 240178, 1718, 31964],
          [697019, 231780, 433862, 2245, 29132],
          [609426, 279978, 301575, 3311, 24562],
          [569081, 266348, 273559, 2757, 26417],
          [3187226, 1788850, 1284173, None, 114203],
          [598605, 286783, 286417, 2058, 23347],
          [6960215, 3942215, 2258577, 7649, 751774],
          [2901099, 1257692, 1631163, None, 12244],
          [288256, 95284, 174852, None, 18120],
          [4701998, 2183628, 2350363, 13473, 154534],
          [1234229, 474276, 744337, 6602, 9014],
          [1533950, 720342, 713577, 7447, 92584],
          [4923433, 2485967, 2281127, 11248, 145091],
          [409112, 249508, 130555, 742, 28307],
          [1383902, 566037, 786892, 4760, 26213],
          [316269, 118804, 190700, 1662, 5103],
          [2076181, 981720, 1061949, None, 32512],
          [6407637, 2433746, 3799639, 23160, 151092],
          [770754, 203053, 515096, 3616, 48989],
          [294308, 149022, 119775, 784, 24727],
          [2739447, 1217290, 1437490, 15198, 69469],
          [2487433, 1247652, 1108864, 13135, 117782],
          [648124, 295497, 336475, 1912, 14240],
          [2598607, 1242987, 1237279, 6640, 111701],
          [213726, 60481, 147947, 1443, 3855]
        ],
        "smps": ["Total", "Democrat", "Republican", "Libertarian", "Other"],
        "vars": ["AL", "AK", "AZ", "AR", "CA", "CO", "CT", "DE", "DC", "FL", "GA", "HI", "ID", "IL", "IN", "IA", "KS", "KY", "LA", "ME", "MD", "MA", "MI", "MN", "MS", "MO", "MT", "NE", "NV", "NH", "NJ", "NM", "NY", "NC", "ND", "OH", "OK", "OR", "PA", "RI", "SC", "SD", "TN", "TX", "UT", "VT", "VA", "WA", "WV", "WI", "WY"]
      },
      "z": {
        "State": ["Alabama", "Alaska", "Arizona", "Arkansas", "California", "Colorado", "Connecticut", "Delaware", "District of Columbia", "Florida", "Georgia", "Hawaii", "Idaho", "Illinois", "Indiana", "Iowa", "Kansas", "Kentucky", "Louisiana", "Maine", "Maryland", "Massachusetts", "Michigan", "Minnesota", "Mississippi", "Missouri", "Montana", "Nebraska", "Nevada", "New Hampshire", "New Jersey", "New Mexico", "New York", "North Carolina", "North Dakota", "Ohio", "Oklahoma", "Oregon", "Pennsylvania", "Rhode Island", "South Carolina", "South Dakota", "Tennessee", "Texas", "Utah", "Vermont", "Virginia", "Washington", "West Virginia", "Wisconsin", "Wyoming"],
        "Winner": ["Republican", "Republican", "Republican", "Republican", "Democrat", "Republican", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Democrat", "Republican", "Democrat", "Republican", "Democrat", "Republican", "Republican", "Republican", "Democrat", "Democrat", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Republican", "Republican", "Republican", "Republican", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Republican", "Republican", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Republican", "Republican", "Republican", "Democrat", "Republican", "Democrat", "Republican", "Democrat", "Republican"]
      }
    },
    config = {
      "colorBy": "Winner",
      "decorations": {
        "pie": [
          {
            "colors": ["blue", "red", "yellow", "green"],
            "size": 2.5,
            "smps": ["Democrat", "Republican", "Libertarian", "Other"]
          }
        ]
      },
      "graphType": "Map",
      "legendColumns": 4,
      "legendOrder": {
        "Winner": ["Republican", "Democrat"]
      },
      "mapId": "albersStatesPie",
      "mapProjection": "albers",
      "sizeBy": "Total",
      "theme": "wallStreetJournal",
      "title": "2000 Presidential Elections",
      "topoJSON": "https://www.canvasxpress.org/data/maps/USA.json"
    },
    width = 600,
    height = 600
  )
)

using CanvasXpress

canvasxpress(Dict(
  "y" => Dict(
    "data" => [
      [1665573, 692611, 941173, 5893, 25896],
      [285560, 79004, 167398, 2636, 36522],
      [1532016, 685341, 781652, 5775, 59248],
      [921781, 422768, 472940, 2781, 23292],
      [10965822, 5861203, 4567429, 45520, 491670],
      [1741368, 738227, 883748, 12799, 106594],
      [1459525, 816015, 561094, 3484, 78932],
      [327529, 180068, 137288, 774, 9399],
      [201894, 171923, 18073, 669, 11229],
      [5963110, 2912253, 2912790, 16415, 121652],
      [2583208, 1116230, 1419720, 36332, 10926],
      [367951, 205286, 137845, 1477, 23343],
      [501615, 138637, 336937, 3488, 22553],
      [4742108, 2589026, 2019421, 11623, 122038],
      [2199302, 901980, 1245836, 15530, 35956],
      [1353022, 638517, 634373, 3209, 76923],
      [1072216, 399276, 622332, 4525, 46083],
      [1544106, 638923, 872520, 2885, 29778],
      [1765656, 792344, 927871, 2951, 42490],
      [651817, 319951, 286616, 3074, 42176],
      [2025212, 1144008, 813827, 5310, 62067],
      [2733964, 1616487, 878502, 16366, 222609],
      [4232501, 2170418, 1953139, 16711, 92233],
      [2438685, 1168266, 1109659, 5282, 155478],
      [994184, 404614, 572844, 2009, 14717],
      [2359892, 1111138, 1189924, 7436, 51394],
      [410986, 137126, 240178, 1718, 31964],
      [697019, 231780, 433862, 2245, 29132],
      [609426, 279978, 301575, 3311, 24562],
      [569081, 266348, 273559, 2757, 26417],
      [3187226, 1788850, 1284173, nothing, 114203],
      [598605, 286783, 286417, 2058, 23347],
      [6960215, 3942215, 2258577, 7649, 751774],
      [2901099, 1257692, 1631163, nothing, 12244],
      [288256, 95284, 174852, nothing, 18120],
      [4701998, 2183628, 2350363, 13473, 154534],
      [1234229, 474276, 744337, 6602, 9014],
      [1533950, 720342, 713577, 7447, 92584],
      [4923433, 2485967, 2281127, 11248, 145091],
      [409112, 249508, 130555, 742, 28307],
      [1383902, 566037, 786892, 4760, 26213],
      [316269, 118804, 190700, 1662, 5103],
      [2076181, 981720, 1061949, nothing, 32512],
      [6407637, 2433746, 3799639, 23160, 151092],
      [770754, 203053, 515096, 3616, 48989],
      [294308, 149022, 119775, 784, 24727],
      [2739447, 1217290, 1437490, 15198, 69469],
      [2487433, 1247652, 1108864, 13135, 117782],
      [648124, 295497, 336475, 1912, 14240],
      [2598607, 1242987, 1237279, 6640, 111701],
      [213726, 60481, 147947, 1443, 3855]
    ],
    "smps" => ["Total", "Democrat", "Republican", "Libertarian", "Other"],
    "vars" => ["AL", "AK", "AZ", "AR", "CA", "CO", "CT", "DE", "DC", "FL", "GA", "HI", "ID", "IL", "IN", "IA", "KS", "KY", "LA", "ME", "MD", "MA", "MI", "MN", "MS", "MO", "MT", "NE", "NV", "NH", "NJ", "NM", "NY", "NC", "ND", "OH", "OK", "OR", "PA", "RI", "SC", "SD", "TN", "TX", "UT", "VT", "VA", "WA", "WV", "WI", "WY"]
  ),
  "z" => Dict(
    "State" => ["Alabama", "Alaska", "Arizona", "Arkansas", "California", "Colorado", "Connecticut", "Delaware", "District of Columbia", "Florida", "Georgia", "Hawaii", "Idaho", "Illinois", "Indiana", "Iowa", "Kansas", "Kentucky", "Louisiana", "Maine", "Maryland", "Massachusetts", "Michigan", "Minnesota", "Mississippi", "Missouri", "Montana", "Nebraska", "Nevada", "New Hampshire", "New Jersey", "New Mexico", "New York", "North Carolina", "North Dakota", "Ohio", "Oklahoma", "Oregon", "Pennsylvania", "Rhode Island", "South Carolina", "South Dakota", "Tennessee", "Texas", "Utah", "Vermont", "Virginia", "Washington", "West Virginia", "Wisconsin", "Wyoming"],
    "Winner" => ["Republican", "Republican", "Republican", "Republican", "Democrat", "Republican", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Democrat", "Republican", "Democrat", "Republican", "Democrat", "Republican", "Republican", "Republican", "Democrat", "Democrat", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Republican", "Republican", "Republican", "Republican", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Republican", "Republican", "Democrat", "Democrat", "Democrat", "Republican", "Republican", "Republican", "Republican", "Republican", "Democrat", "Republican", "Democrat", "Republican", "Democrat", "Republican"]
  )
);
  colorBy = "Winner",
  decorations = Dict(
    "pie" => [
      Dict(
        "colors" => ["blue", "red", "yellow", "green"],
        "size" => 2.5,
        "smps" => ["Democrat", "Republican", "Libertarian", "Other"]
      )
    ]
  ),
  graphType = "Map",
  legendColumns = 4,
  legendOrder = Dict(
    "Winner" => ["Republican", "Democrat"]
  ),
  mapId = "albersStatesPie",
  mapProjection = "albers",
  sizeBy = "Total",
  theme = "wallStreetJournal",
  title = "2000 Presidential Elections",
  topoJSON = "https://www.canvasxpress.org/data/maps/USA.json"
)