OptionsWall: IBM premium wall (real)
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library(canvasXpress)
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data=y,
graphType="OptionsWall",
optionsWallChain=list(call=list(iv=list("None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "0.2457", "0.2541", "0.2573", "0.2688", "0.2623", "0.2648", "0.2715", "0.2863", "0.2915", "0.2841", "0.3023", "0.315", "0.3222", "0.3403", "0.3805", "0.3632", "0.4644", "0.4144", "0.4884", "0.4706", "0.4781", "0.4652", "0.5891", "0.4584"), premium=list(38.1, 29.2, 29.2, 27.51, 24.5, 20.08, 23.02, 18.18, 15.2, 13.63, 12.95, 8.64, 7.35, 6.1, 4.9, 4.05, 3.24, 2.73, 2.0, 1.55, 1.25, 1.11, 0.89, 0.6, 0.43, 0.29, 0.18, 0.14, 0.17, 0.07, 0.25, 0.07, 0.16, 0.08, 0.06, 0.03, 0.16, 0.01), volume=list(307.0, 313.0, 0.0, 717.0, 0.0, 671.0, 1.0, 3763.0, 1.0, 937.0, 35.0, 5354.0, 99.0, 1715.0, 88.0, 2555.0, 183.0, 1210.0, 162.0, 4460.0, 85.0, 1914.0, 217.0, 4602.0, 1192.0, 4783.0, 686.0, 4317.0, 2913.0, 2208.0, 306.0, 6066.0, 348.0, 1285.0, 221.0, 2651.0, 463.0, 1379.0)), expiry="2026-09-18", put=list(iv=list("0.3521", "0.3353", "0.3507", "0.3262", "0.3119", "0.3073", "0.2977", "0.3025", "0.3349", "0.2971", "0.3", "0.3098", "0.3067", "0.318", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None", "None"), premium=list(0.17, 0.28, 0.5, 0.51, 0.6, 0.8, 1.0, 1.44, 2.45, 2.43, 3.2, 4.26, 5.2, 6.6, 7.5, 9.44, 11.14, 13.87, 11.9, 17.92, 20.15, 21.18, 24.8, 25.0, 28.75, 36.99, 39.48, 41.3, 50.46, 54.27, 62.62, 64.27, 86.77, 74.46, 79.48, 82.2, 87.22, 111.55), volume=list(3652.0, 2019.0, 19.0, 2399.0, 37.0, 2047.0, 74.0, 3454.0, 46.0, 1717.0, 45.0, 3788.0, 44.0, 832.0, 141.0, 2310.0, 7.0, 217.0, 3.0, 2441.0, 0.0, 135.0, 0.0, 820.0, 485.0, 761.0, 99.0, 440.0, 9.0, 56.0, 5.0, 88.0, 3.0, 13.0, 0.0, 2.0, 0.0, 0.0)), strikes=list(200.0, 205.0, 207.5, 210.0, 212.5, 215.0, 217.5, 220.0, 222.5, 225.0, 227.5, 230.0, 232.5, 235.0, 237.5, 240.0, 242.5, 245.0, 247.5, 250.0, 252.5, 255.0, 257.5, 260.0, 265.0, 270.0, 275.0, 280.0, 285.0, 290.0, 295.0, 300.0, 305.0, 310.0, 315.0, 320.0, 325.0, 330.0)),
optionsWallExpiry="2026-09-18",
optionsWallFlankMetric="premium",
optionsWallSpot=235.59,
title="OptionsWall: IBM premium wall (real)"
)
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 = "optionswall2",
data = {
"y": {
"vars": ["Open", "High", "Low", "Close"],
"smps": ["2026-04-08", "2026-04-09", "2026-04-10", "2026-04-13", "2026-04-14", "2026-04-15", "2026-04-16", "2026-04-17", "2026-04-20", "2026-04-21", "2026-04-22", "2026-04-23", "2026-04-24", "2026-04-27", "2026-04-28", "2026-04-29", "2026-04-30", "2026-05-01", "2026-05-04", "2026-05-05", "2026-05-06", "2026-05-07", "2026-05-08", "2026-05-11", "2026-05-12", "2026-05-13", "2026-05-14", "2026-05-15", "2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22", "2026-05-26", "2026-05-27", "2026-05-28", "2026-05-29", "2026-06-01", "2026-06-02", "2026-06-03", "2026-06-04", "2026-06-05", "2026-06-08", "2026-06-09", "2026-06-10", "2026-06-11", "2026-06-12", "2026-06-15", "2026-06-16", "2026-06-17", "2026-06-18", "2026-06-22", "2026-06-23", "2026-06-24", "2026-06-25", "2026-06-26", "2026-06-29", "2026-06-30", "2026-07-01", "2026-07-02", "2026-07-06", "2026-07-07", "2026-07-08", "2026-07-09", "2026-07-10", "2026-07-13", "2026-07-14", "2026-07-15", "2026-07-16", "2026-07-17", "2026-07-20", "2026-07-21", "2026-07-22", "2026-07-23", "2026-07-24", "2026-07-27", "2026-07-28", "2026-07-29", "2026-07-30", "2026-07-31", "2026-08-03", "2026-08-04", "2026-08-05", "2026-08-06", "2026-08-07", "2026-08-10", "2026-08-11", "2026-08-12", "2026-08-13", "2026-08-14", "2026-08-17", "2026-08-18", "2026-08-19", "2026-08-20", "2026-08-21", "2026-08-24", "2026-08-25", "2026-08-26", "2026-08-27", "2026-08-28"],
"data": [
[248.63, 240.88, 239.19, 233.63, 238.75, 242.25, 248.75, 254.67, 255.0, 254.0, 254.51, 232.27, 231.93, 229.95, 230.5, 230.34, 226.53, 234.55, 232.0, 230.16, 228.75, 227.5, 229.73, 228.66, 224.43, 218.27, 215.545, 218.2, 218.55, 224.5, 221.05, 232.58, 262.05, 254.55, 250.455, 261.0, 277.3, 322.55, 313.75, 318.295, 307.425, 300.0, 286.44, 281.135, 273.82, 268.0, 278.94, 272.0, 270.87, 266.35, 251.38, 248.43, 261.58, 261.843, 267.67, 258.94, 274.3, 273.21, 279.66, 283.14, 288.345, 305.66, 300.77, 285.835, 297.26, 290.5, 226.365, 220.965, 208.82, 215.62, 210.07, 210.72, 207.68, 202.64, 209.28, 217.75, 219.73, 227.7, 222.0, 221.15, 228.33, 224.76, 236.1, 229.61, 235.38, 235.0, 236.31, 236.95, 238.92, 238.37, 231.59, 229.73, 232.26, 236.0, 233.71, 234.37, 230.0, 230.7, 232.8, 238.3],
[250.0, 241.74, 239.2674, 238.07, 241.5375, 246.06, 251.22, 255.65, 258.5, 258.09, 257.54, 232.91, 232.7999, 231.32, 233.555, 231.48, 231.6, 235.95, 234.09, 231.0, 229.0, 231.82, 230.705, 230.23, 224.43, 218.31, 220.96, 220.91, 223.33, 227.35, 225.0, 253.63, 264.38, 254.55, 257.62, 268.89, 300.9999, 327.98, 332.46, 318.295, 310.44, 302.3, 290.5, 283.59, 280.51, 276.4799, 278.94, 272.25, 276.62, 268.87, 252.47, 253.31, 267.53, 265.07, 268.7559, 273.135, 278.15, 282.5694, 294.49, 290.93, 300.8199, 311.8, 303.82, 297.2838, 298.77, 297.5, 229.92, 223.813, 219.95, 217.1699, 216.2762, 214.97, 212.3417, 207.55, 216.1, 219.63, 228.98, 230.97, 224.86, 224.76, 228.55, 235.31, 238.9627, 234.47, 237.315, 240.735, 241.8, 237.46, 239.71, 239.15, 233.65, 234.4499, 238.615, 237.5, 238.72, 234.49, 234.435, 234.23, 240.8065, 239.08],
[240.8, 233.76, 230.51, 231.7, 238.12, 240.985, 246.125, 251.04, 252.56, 251.865, 247.21, 221.73, 225.0, 227.12, 228.46, 226.82, 224.9, 231.75, 228.615, 227.15, 224.38, 227.41, 224.83, 222.55, 219.22, 212.34, 215.0, 217.615, 217.75, 221.92, 216.78, 230.935, 253.39, 245.45, 250.455, 257.0, 273.33, 308.0, 310.109, 302.5301, 300.18, 281.0701, 279.43, 271.29, 271.33, 266.5, 267.68, 264.8, 268.61, 261.88, 243.68, 243.81, 255.26, 256.1836, 256.0, 258.28, 269.06, 271.12, 278.96, 282.28, 287.65, 300.4901, 295.59, 284.4381, 287.5, 289.1, 213.22, 211.03, 204.44, 210.22, 208.82, 209.18, 204.73, 199.19, 206.8, 215.29, 215.1101, 223.95, 220.2, 216.585, 224.87, 223.3, 233.46, 228.44, 232.72, 234.13, 235.44, 231.68, 233.61, 233.73, 227.4, 229.415, 230.51, 233.03, 233.12, 230.47, 229.51, 228.96, 231.45, 235.09],
[241.74, 237.18, 230.76, 237.82, 240.27, 244.8, 251.0, 253.47, 253.71, 255.68, 251.86, 231.08, 231.98, 228.05, 233.04, 227.1, 230.98, 232.2, 229.48, 229.03, 225.74, 231.31, 229.76, 223.55, 219.22, 214.64, 218.37, 219.3, 222.75, 222.33, 225.0, 252.97, 253.84, 250.69, 255.2, 264.22, 297.8, 320.42, 329.23, 305.63, 301.77, 284.84, 280.82, 277.49, 272.36, 274.85, 272.24, 268.71, 270.81, 262.35, 249.1, 252.22, 264.94, 262.96, 258.27, 271.63, 278.0, 281.21, 286.25, 289.52, 299.52, 306.13, 302.05, 295.3, 287.56, 290.23, 217.07, 211.2, 219.05, 212.67, 213.0, 210.5, 205.77, 206.65, 214.19, 216.28, 227.55, 226.44, 221.74, 223.65, 226.31, 235.15, 235.92, 233.43, 237.28, 236.31, 238.42, 235.98, 237.14, 234.32, 228.85, 232.67, 237.16, 233.69, 235.68, 231.04, 234.19, 229.87, 238.79, 235.59]
]
}
},
config = {
"graphType": "OptionsWall",
"title": "OptionsWall: IBM premium wall (real)",
"optionsWallSpot": 235.59,
"optionsWallExpiry": "2026-09-18",
"optionsWallFlankMetric": "premium",
"optionsWallChain": {
"strikes": [200.0, 205.0, 207.5, 210.0, 212.5, 215.0, 217.5, 220.0, 222.5, 225.0, 227.5, 230.0, 232.5, 235.0, 237.5, 240.0, 242.5, 245.0, 247.5, 250.0, 252.5, 255.0, 257.5, 260.0, 265.0, 270.0, 275.0, 280.0, 285.0, 290.0, 295.0, 300.0, 305.0, 310.0, 315.0, 320.0, 325.0, 330.0],
"expiry": "2026-09-18",
"call": {
"premium": [38.1, 29.2, 29.2, 27.51, 24.5, 20.08, 23.02, 18.18, 15.2, 13.63, 12.95, 8.64, 7.35, 6.1, 4.9, 4.05, 3.24, 2.73, 2.0, 1.55, 1.25, 1.11, 0.89, 0.6, 0.43, 0.29, 0.18, 0.14, 0.17, 0.07, 0.25, 0.07, 0.16, 0.08, 0.06, 0.03, 0.16, 0.01],
"iv": [None, None, None, None, None, None, None, None, None, None, None, None, None, None, 0.2457, 0.2541, 0.2573, 0.2688, 0.2623, 0.2648, 0.2715, 0.2863, 0.2915, 0.2841, 0.3023, 0.315, 0.3222, 0.3403, 0.3805, 0.3632, 0.4644, 0.4144, 0.4884, 0.4706, 0.4781, 0.4652, 0.5891, 0.4584],
"volume": [307.0, 313.0, 0.0, 717.0, 0.0, 671.0, 1.0, 3763.0, 1.0, 937.0, 35.0, 5354.0, 99.0, 1715.0, 88.0, 2555.0, 183.0, 1210.0, 162.0, 4460.0, 85.0, 1914.0, 217.0, 4602.0, 1192.0, 4783.0, 686.0, 4317.0, 2913.0, 2208.0, 306.0, 6066.0, 348.0, 1285.0, 221.0, 2651.0, 463.0, 1379.0]
},
"put": {
"premium": [0.17, 0.28, 0.5, 0.51, 0.6, 0.8, 1.0, 1.44, 2.45, 2.43, 3.2, 4.26, 5.2, 6.6, 7.5, 9.44, 11.14, 13.87, 11.9, 17.92, 20.15, 21.18, 24.8, 25.0, 28.75, 36.99, 39.48, 41.3, 50.46, 54.27, 62.62, 64.27, 86.77, 74.46, 79.48, 82.2, 87.22, 111.55],
"iv": [0.3521, 0.3353, 0.3507, 0.3262, 0.3119, 0.3073, 0.2977, 0.3025, 0.3349, 0.2971, 0.3, 0.3098, 0.3067, 0.318, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None],
"volume": [3652.0, 2019.0, 19.0, 2399.0, 37.0, 2047.0, 74.0, 3454.0, 46.0, 1717.0, 45.0, 3788.0, 44.0, 832.0, 141.0, 2310.0, 7.0, 217.0, 3.0, 2441.0, 0.0, 135.0, 0.0, 820.0, 485.0, 761.0, 99.0, 440.0, 9.0, 56.0, 5.0, 88.0, 3.0, 13.0, 0.0, 2.0, 0.0, 0.0]
}
}
},
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 = "optionswall2",
data = {
"y": {
"vars": ["Open", "High", "Low", "Close"],
"smps": ["2026-04-08", "2026-04-09", "2026-04-10", "2026-04-13", "2026-04-14", "2026-04-15", "2026-04-16", "2026-04-17", "2026-04-20", "2026-04-21", "2026-04-22", "2026-04-23", "2026-04-24", "2026-04-27", "2026-04-28", "2026-04-29", "2026-04-30", "2026-05-01", "2026-05-04", "2026-05-05", "2026-05-06", "2026-05-07", "2026-05-08", "2026-05-11", "2026-05-12", "2026-05-13", "2026-05-14", "2026-05-15", "2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22", "2026-05-26", "2026-05-27", "2026-05-28", "2026-05-29", "2026-06-01", "2026-06-02", "2026-06-03", "2026-06-04", "2026-06-05", "2026-06-08", "2026-06-09", "2026-06-10", "2026-06-11", "2026-06-12", "2026-06-15", "2026-06-16", "2026-06-17", "2026-06-18", "2026-06-22", "2026-06-23", "2026-06-24", "2026-06-25", "2026-06-26", "2026-06-29", "2026-06-30", "2026-07-01", "2026-07-02", "2026-07-06", "2026-07-07", "2026-07-08", "2026-07-09", "2026-07-10", "2026-07-13", "2026-07-14", "2026-07-15", "2026-07-16", "2026-07-17", "2026-07-20", "2026-07-21", "2026-07-22", "2026-07-23", "2026-07-24", "2026-07-27", "2026-07-28", "2026-07-29", "2026-07-30", "2026-07-31", "2026-08-03", "2026-08-04", "2026-08-05", "2026-08-06", "2026-08-07", "2026-08-10", "2026-08-11", "2026-08-12", "2026-08-13", "2026-08-14", "2026-08-17", "2026-08-18", "2026-08-19", "2026-08-20", "2026-08-21", "2026-08-24", "2026-08-25", "2026-08-26", "2026-08-27", "2026-08-28"],
"data": [
[248.63, 240.88, 239.19, 233.63, 238.75, 242.25, 248.75, 254.67, 255.0, 254.0, 254.51, 232.27, 231.93, 229.95, 230.5, 230.34, 226.53, 234.55, 232.0, 230.16, 228.75, 227.5, 229.73, 228.66, 224.43, 218.27, 215.545, 218.2, 218.55, 224.5, 221.05, 232.58, 262.05, 254.55, 250.455, 261.0, 277.3, 322.55, 313.75, 318.295, 307.425, 300.0, 286.44, 281.135, 273.82, 268.0, 278.94, 272.0, 270.87, 266.35, 251.38, 248.43, 261.58, 261.843, 267.67, 258.94, 274.3, 273.21, 279.66, 283.14, 288.345, 305.66, 300.77, 285.835, 297.26, 290.5, 226.365, 220.965, 208.82, 215.62, 210.07, 210.72, 207.68, 202.64, 209.28, 217.75, 219.73, 227.7, 222.0, 221.15, 228.33, 224.76, 236.1, 229.61, 235.38, 235.0, 236.31, 236.95, 238.92, 238.37, 231.59, 229.73, 232.26, 236.0, 233.71, 234.37, 230.0, 230.7, 232.8, 238.3],
[250.0, 241.74, 239.2674, 238.07, 241.5375, 246.06, 251.22, 255.65, 258.5, 258.09, 257.54, 232.91, 232.7999, 231.32, 233.555, 231.48, 231.6, 235.95, 234.09, 231.0, 229.0, 231.82, 230.705, 230.23, 224.43, 218.31, 220.96, 220.91, 223.33, 227.35, 225.0, 253.63, 264.38, 254.55, 257.62, 268.89, 300.9999, 327.98, 332.46, 318.295, 310.44, 302.3, 290.5, 283.59, 280.51, 276.4799, 278.94, 272.25, 276.62, 268.87, 252.47, 253.31, 267.53, 265.07, 268.7559, 273.135, 278.15, 282.5694, 294.49, 290.93, 300.8199, 311.8, 303.82, 297.2838, 298.77, 297.5, 229.92, 223.813, 219.95, 217.1699, 216.2762, 214.97, 212.3417, 207.55, 216.1, 219.63, 228.98, 230.97, 224.86, 224.76, 228.55, 235.31, 238.9627, 234.47, 237.315, 240.735, 241.8, 237.46, 239.71, 239.15, 233.65, 234.4499, 238.615, 237.5, 238.72, 234.49, 234.435, 234.23, 240.8065, 239.08],
[240.8, 233.76, 230.51, 231.7, 238.12, 240.985, 246.125, 251.04, 252.56, 251.865, 247.21, 221.73, 225.0, 227.12, 228.46, 226.82, 224.9, 231.75, 228.615, 227.15, 224.38, 227.41, 224.83, 222.55, 219.22, 212.34, 215.0, 217.615, 217.75, 221.92, 216.78, 230.935, 253.39, 245.45, 250.455, 257.0, 273.33, 308.0, 310.109, 302.5301, 300.18, 281.0701, 279.43, 271.29, 271.33, 266.5, 267.68, 264.8, 268.61, 261.88, 243.68, 243.81, 255.26, 256.1836, 256.0, 258.28, 269.06, 271.12, 278.96, 282.28, 287.65, 300.4901, 295.59, 284.4381, 287.5, 289.1, 213.22, 211.03, 204.44, 210.22, 208.82, 209.18, 204.73, 199.19, 206.8, 215.29, 215.1101, 223.95, 220.2, 216.585, 224.87, 223.3, 233.46, 228.44, 232.72, 234.13, 235.44, 231.68, 233.61, 233.73, 227.4, 229.415, 230.51, 233.03, 233.12, 230.47, 229.51, 228.96, 231.45, 235.09],
[241.74, 237.18, 230.76, 237.82, 240.27, 244.8, 251.0, 253.47, 253.71, 255.68, 251.86, 231.08, 231.98, 228.05, 233.04, 227.1, 230.98, 232.2, 229.48, 229.03, 225.74, 231.31, 229.76, 223.55, 219.22, 214.64, 218.37, 219.3, 222.75, 222.33, 225.0, 252.97, 253.84, 250.69, 255.2, 264.22, 297.8, 320.42, 329.23, 305.63, 301.77, 284.84, 280.82, 277.49, 272.36, 274.85, 272.24, 268.71, 270.81, 262.35, 249.1, 252.22, 264.94, 262.96, 258.27, 271.63, 278.0, 281.21, 286.25, 289.52, 299.52, 306.13, 302.05, 295.3, 287.56, 290.23, 217.07, 211.2, 219.05, 212.67, 213.0, 210.5, 205.77, 206.65, 214.19, 216.28, 227.55, 226.44, 221.74, 223.65, 226.31, 235.15, 235.92, 233.43, 237.28, 236.31, 238.42, 235.98, 237.14, 234.32, 228.85, 232.67, 237.16, 233.69, 235.68, 231.04, 234.19, 229.87, 238.79, 235.59]
]
}
},
config = {
"graphType": "OptionsWall",
"title": "OptionsWall: IBM premium wall (real)",
"optionsWallSpot": 235.59,
"optionsWallExpiry": "2026-09-18",
"optionsWallFlankMetric": "premium",
"optionsWallChain": {
"strikes": [200.0, 205.0, 207.5, 210.0, 212.5, 215.0, 217.5, 220.0, 222.5, 225.0, 227.5, 230.0, 232.5, 235.0, 237.5, 240.0, 242.5, 245.0, 247.5, 250.0, 252.5, 255.0, 257.5, 260.0, 265.0, 270.0, 275.0, 280.0, 285.0, 290.0, 295.0, 300.0, 305.0, 310.0, 315.0, 320.0, 325.0, 330.0],
"expiry": "2026-09-18",
"call": {
"premium": [38.1, 29.2, 29.2, 27.51, 24.5, 20.08, 23.02, 18.18, 15.2, 13.63, 12.95, 8.64, 7.35, 6.1, 4.9, 4.05, 3.24, 2.73, 2.0, 1.55, 1.25, 1.11, 0.89, 0.6, 0.43, 0.29, 0.18, 0.14, 0.17, 0.07, 0.25, 0.07, 0.16, 0.08, 0.06, 0.03, 0.16, 0.01],
"iv": [None, None, None, None, None, None, None, None, None, None, None, None, None, None, 0.2457, 0.2541, 0.2573, 0.2688, 0.2623, 0.2648, 0.2715, 0.2863, 0.2915, 0.2841, 0.3023, 0.315, 0.3222, 0.3403, 0.3805, 0.3632, 0.4644, 0.4144, 0.4884, 0.4706, 0.4781, 0.4652, 0.5891, 0.4584],
"volume": [307.0, 313.0, 0.0, 717.0, 0.0, 671.0, 1.0, 3763.0, 1.0, 937.0, 35.0, 5354.0, 99.0, 1715.0, 88.0, 2555.0, 183.0, 1210.0, 162.0, 4460.0, 85.0, 1914.0, 217.0, 4602.0, 1192.0, 4783.0, 686.0, 4317.0, 2913.0, 2208.0, 306.0, 6066.0, 348.0, 1285.0, 221.0, 2651.0, 463.0, 1379.0]
},
"put": {
"premium": [0.17, 0.28, 0.5, 0.51, 0.6, 0.8, 1.0, 1.44, 2.45, 2.43, 3.2, 4.26, 5.2, 6.6, 7.5, 9.44, 11.14, 13.87, 11.9, 17.92, 20.15, 21.18, 24.8, 25.0, 28.75, 36.99, 39.48, 41.3, 50.46, 54.27, 62.62, 64.27, 86.77, 74.46, 79.48, 82.2, 87.22, 111.55],
"iv": [0.3521, 0.3353, 0.3507, 0.3262, 0.3119, 0.3073, 0.2977, 0.3025, 0.3349, 0.2971, 0.3, 0.3098, 0.3067, 0.318, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None],
"volume": [3652.0, 2019.0, 19.0, 2399.0, 37.0, 2047.0, 74.0, 3454.0, 46.0, 1717.0, 45.0, 3788.0, 44.0, 832.0, 141.0, 2310.0, 7.0, 217.0, 3.0, 2441.0, 0.0, 135.0, 0.0, 820.0, 485.0, 761.0, 99.0, 440.0, 9.0, 56.0, 5.0, 88.0, 3.0, 13.0, 0.0, 2.0, 0.0, 0.0]
}
}
},
width = 600,
height = 600
)
)
