Kaplan-Meier Plot of Lung Data
Kaplan-Meier graphs are visual representations of survival data, commonly used in medical research and other fields dealing with time-to-event data. They illustrate the probability of an event (like death or disease recurrence) occurring over time, providing a clear picture of survival rates within a group. These graphs display survival curves, where the y-axis shows the proportion of subjects who survived past a certain point in time, and the x-axis represents time. Steps or drops in the curve indicate the occurrence of events. Kaplan-Meier curves are essential tools for comparing survival experiences between different groups, such as patients receiving various treatments or possessing different characteristics.
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[ "Id", "inst", "time", "status-org", "age", "sex", "ph.ecog", "ph.karno", "pat.karno", "meal.cal", "wt.loss", "status", "Gender"],
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[ "17", 22, 613, 2, 70, 1, 1, 90, 100, 1150, -5, 1, "Male"],
[ "18", 16, 707, 2, 63, 1, 2, 50, 70, 1025, 22, 1, "Male"],
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[ "28", 13, 118, 2, 70, 1, 3, 60, 70, 1075, 20, 1, "Male"],
// ... (data truncated after 29 records for clarity)
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"showKMConfidenceIntervals" : true,
"showKMMedianSurvivalTime" : true,
"title" : "Lung Cancer Data with Confidence Level and Risk Number Table",
"xAxis" : ["time"],
"xAxisTitle" : "Time",
"yAxis" : ["status"],
"yAxisTitle" : "Survival Probability"
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var events = false
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<script src="https://www.canvasxpress.org/dist/canvasXpress.min.js"></script>
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}
// Create the configuration for the graph
var config = {
"colorBy" : "Gender",
"colors" : ["#2E9FDF","#E7B800"],
"graphType" : "Scatter2D",
"kmRiskTable" : true,
"legendColumns" : 2,
"legendPosition" : "top",
"showKMConfidenceIntervals" : true,
"showKMMedianSurvivalTime" : true,
"title" : "Lung Cancer Data with Confidence Level and Risk Number Table",
"xAxis" : ["time"],
"xAxisTitle" : "Time",
"yAxis" : ["status"],
"yAxisTitle" : "Survival Probability"
}
// Event used to create graph (optional)
var events = false
// Functions after rendering graph
[
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[]
]
]
// Call the CanvasXpress function to create the graph
var cX = new CanvasXpress("canvasId", data, config, events);
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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 = "kaplanmeier1",
data = {
"y": {
"data": [
[3, 306, 2, 74, 1, 1, 90, 100, 1175, None, 1],
[3, 455, 2, 68, 1, 0, 90, 90, 1225, 15, 1],
[3, 1010, 1, 56, 1, 0, 90, 90, None, 15, 0],
[5, 210, 2, 57, 1, 1, 90, 60, 1150, 11, 1],
[1, 883, 2, 60, 1, 0, 100, 90, None, 0, 1],
[12, 1022, 1, 74, 1, 1, 50, 80, 513, 0, 0],
[7, 310, 2, 68, 2, 2, 70, 60, 384, 10, 1],
[11, 361, 2, 71, 2, 2, 60, 80, 538, 1, 1],
[1, 218, 2, 53, 1, 1, 70, 80, 825, 16, 1],
[7, 166, 2, 61, 1, 2, 70, 70, 271, 34, 1],
[6, 170, 2, 57, 1, 1, 80, 80, 1025, 27, 1],
[16, 654, 2, 68, 2, 2, 70, 70, None, 23, 1],
[11, 728, 2, 68, 2, 1, 90, 90, None, 5, 1],
[21, 71, 2, 60, 1, None, 60, 70, 1225, 32, 1],
[12, 567, 2, 57, 1, 1, 80, 70, 2600, 60, 1],
[1, 144, 2, 67, 1, 1, 80, 90, None, 15, 1],
[22, 613, 2, 70, 1, 1, 90, 100, 1150, -5, 1],
[16, 707, 2, 63, 1, 2, 50, 70, 1025, 22, 1],
[1, 61, 2, 56, 2, 2, 60, 60, 238, 10, 1],
[21, 88, 2, 57, 1, 1, 90, 80, 1175, None, 1],
[11, 301, 2, 67, 1, 1, 80, 80, 1025, 17, 1],
[6, 81, 2, 49, 2, 0, 100, 70, 1175, -8, 1],
[11, 624, 2, 50, 1, 1, 70, 80, None, 16, 1],
[15, 371, 2, 58, 1, 0, 90, 100, 975, 13, 1],
[12, 394, 2, 72, 1, 0, 90, 80, None, 0, 1],
[12, 520, 2, 70, 2, 1, 90, 80, 825, 6, 1],
[4, 574, 2, 60, 1, 0, 100, 100, 1025, -13, 1],
[13, 118, 2, 70, 1, 3, 60, 70, 1075, 20, 1],
[13, 390, 2, 53, 1, 1, 80, 70, 875, -7, 1],
[1, 12, 2, 74, 1, 2, 70, 50, 305, 20, 1],
[12, 473, 2, 69, 2, 1, 90, 90, 1025, -1, 1],
[1, 26, 2, 73, 1, 2, 60, 70, 388, 20, 1],
[7, 533, 2, 48, 1, 2, 60, 80, None, -11, 1],
[16, 107, 2, 60, 2, 2, 50, 60, 925, -15, 1],
[12, 53, 2, 61, 1, 2, 70, 100, 1075, 10, 1],
[1, 122, 2, 62, 2, 2, 50, 50, 1025, None, 1],
[22, 814, 2, 65, 1, 2, 70, 60, 513, 28, 1],
[15, 965, 1, 66, 2, 1, 70, 90, 875, 4, 0],
[1, 93, 2, 74, 1, 2, 50, 40, 1225, 24, 1],
[1, 731, 2, 64, 2, 1, 80, 100, 1175, 15, 1],
[5, 460, 2, 70, 1, 1, 80, 60, 975, 10, 1],
[11, 153, 2, 73, 2, 2, 60, 70, 1075, 11, 1],
[10, 433, 2, 59, 2, 0, 90, 90, 363, 27, 1],
[12, 145, 2, 60, 2, 2, 70, 60, None, None, 1],
[7, 583, 2, 68, 1, 1, 60, 70, 1025, 7, 1],
[7, 95, 2, 76, 2, 2, 60, 60, 625, -24, 1],
[1, 303, 2, 74, 1, 0, 90, 70, 463, 30, 1],
[3, 519, 2, 63, 1, 1, 80, 70, 1025, 10, 1],
[13, 643, 2, 74, 1, 0, 90, 90, 1425, 2, 1],
[22, 765, 2, 50, 2, 1, 90, 100, 1175, 4, 1],
[3, 735, 2, 72, 2, 1, 90, 90, None, 9, 1],
[12, 189, 2, 63, 1, 0, 80, 70, None, 0, 1],
[21, 53, 2, 68, 1, 0, 90, 100, 1025, 0, 1],
[1, 246, 2, 58, 1, 0, 100, 90, 1175, 7, 1],
[6, 689, 2, 59, 1, 1, 90, 80, 1300, 15, 1],
[1, 65, 2, 62, 1, 0, 90, 80, 725, None, 1],
[5, 5, 2, 65, 2, 0, 100, 80, 338, 5, 1],
[22, 132, 2, 57, 1, 2, 70, 60, None, 18, 1],
[3, 687, 2, 58, 2, 1, 80, 80, 1225, 10, 1],
[1, 345, 2, 64, 2, 1, 90, 80, 1075, -3, 1],
[22, 444, 2, 75, 2, 2, 70, 70, 438, 8, 1],
[12, 223, 2, 48, 1, 1, 90, 80, 1300, 68, 1],
[21, 175, 2, 73, 1, 1, 80, 100, 1025, None, 1],
[11, 60, 2, 65, 2, 1, 90, 80, 1025, 0, 1],
[3, 163, 2, 69, 1, 1, 80, 60, 1125, 0, 1],
[3, 65, 2, 68, 1, 2, 70, 50, 825, 8, 1],
[16, 208, 2, 67, 2, 2, 70, None, 538, 2, 1],
[5, 821, 1, 64, 2, 0, 90, 70, 1025, 3, 0],
[22, 428, 2, 68, 1, 0, 100, 80, 1039, 0, 1],
[6, 230, 2, 67, 1, 1, 80, 100, 488, 23, 1],
[13, 840, 1, 63, 1, 0, 90, 90, 1175, -1, 0],
[3, 305, 2, 48, 2, 1, 80, 90, 538, 29, 1],
[5, 11, 2, 74, 1, 2, 70, 100, 1175, 0, 1],
[2, 132, 2, 40, 1, 1, 80, 80, None, 3, 1],
[21, 226, 2, 53, 2, 1, 90, 80, 825, 3, 1],
[12, 426, 2, 71, 2, 1, 90, 90, 1075, 19, 1],
[1, 705, 2, 51, 2, 0, 100, 80, 1300, 0, 1],
[6, 363, 2, 56, 2, 1, 80, 70, 1225, -2, 1],
[3, 11, 2, 81, 1, 0, 90, None, 731, 15, 1],
[1, 176, 2, 73, 1, 0, 90, 70, 169, 30, 1],
[4, 791, 2, 59, 1, 0, 100, 80, 768, 5, 1],
[13, 95, 2, 55, 1, 1, 70, 90, 1500, 15, 1],
[11, 196, 1, 42, 1, 1, 80, 80, 1425, 8, 0],
[21, 167, 2, 44, 2, 1, 80, 90, 588, -1, 1],
[16, 806, 1, 44, 1, 1, 80, 80, 1025, 1, 0],
[6, 284, 2, 71, 1, 1, 80, 90, 1100, 14, 1],
[22, 641, 2, 62, 2, 1, 80, 80, 1150, 1, 1],
[21, 147, 2, 61, 1, 0, 100, 90, 1175, 4, 1],
[13, 740, 1, 44, 2, 1, 90, 80, 588, 39, 0],
[1, 163, 2, 72, 1, 2, 70, 70, 910, 2, 1],
[11, 655, 2, 63, 1, 0, 100, 90, 975, -1, 1],
[22, 239, 2, 70, 1, 1, 80, 100, None, 23, 1],
[5, 88, 2, 66, 1, 1, 90, 80, 875, 8, 1],
[10, 245, 2, 57, 2, 1, 80, 60, 280, 14, 1],
[1, 588, 1, 69, 2, 0, 100, 90, None, 13, 0],
[12, 30, 2, 72, 1, 2, 80, 60, 288, 7, 1],
[3, 179, 2, 69, 1, 1, 80, 80, None, 25, 1],
[12, 310, 2, 71, 1, 1, 90, 100, None, 0, 1],
[11, 477, 2, 64, 1, 1, 90, 100, 910, 0, 1],
[3, 166, 2, 70, 2, 0, 90, 70, None, 10, 1],
[1, 559, 1, 58, 2, 0, 100, 100, 710, 15, 0],
[6, 450, 2, 69, 2, 1, 80, 90, 1175, 3, 1],
[13, 364, 2, 56, 1, 1, 70, 80, None, 4, 1],
[6, 107, 2, 63, 1, 1, 90, 70, None, 0, 1],
[13, 177, 2, 59, 1, 2, 50, None, None, 32, 1],
[12, 156, 2, 66, 1, 1, 80, 90, 875, 14, 1],
[26, 529, 1, 54, 2, 1, 80, 100, 975, -3, 0],
[1, 11, 2, 67, 1, 1, 90, 90, 925, None, 1],
[21, 429, 2, 55, 1, 1, 100, 80, 975, 5, 1],
[3, 351, 2, 75, 2, 2, 60, 50, 925, 11, 1],
[13, 15, 2, 69, 1, 0, 90, 70, 575, 10, 1],
[1, 181, 2, 44, 1, 1, 80, 90, 1175, 5, 1],
[10, 283, 2, 80, 1, 1, 80, 100, 1030, 6, 1],
[3, 201, 2, 75, 2, 0, 90, 100, None, 1, 1],
[6, 524, 2, 54, 2, 1, 80, 100, None, 15, 1],
[1, 13, 2, 76, 1, 2, 70, 70, 413, 20, 1],
[3, 212, 2, 49, 1, 2, 70, 60, 675, 20, 1],
[1, 524, 2, 68, 1, 2, 60, 70, 1300, 30, 1],
[16, 288, 2, 66, 1, 2, 70, 60, 613, 24, 1],
[15, 363, 2, 80, 1, 1, 80, 90, 346, 11, 1],
[22, 442, 2, 75, 1, 0, 90, 90, None, 0, 1],
[26, 199, 2, 60, 2, 2, 70, 80, 675, 10, 1],
[3, 550, 2, 69, 2, 1, 70, 80, 910, 0, 1],
[11, 54, 2, 72, 1, 2, 60, 60, 768, -3, 1],
[1, 558, 2, 70, 1, 0, 90, 90, 1025, 17, 1],
[22, 207, 2, 66, 1, 1, 80, 80, 925, 20, 1],
[7, 92, 2, 50, 1, 1, 80, 60, 1075, 13, 1],
[12, 60, 2, 64, 1, 1, 80, 90, 993, 0, 1],
[16, 551, 1, 77, 2, 2, 80, 60, 750, 28, 0],
[12, 543, 1, 48, 2, 0, 90, 60, None, 4, 0],
[4, 293, 2, 59, 2, 1, 80, 80, 925, 52, 1],
[16, 202, 2, 53, 1, 1, 80, 80, None, 20, 1],
[6, 353, 2, 47, 1, 0, 100, 90, 1225, 5, 1],
[13, 511, 1, 55, 2, 1, 80, 70, None, 49, 0],
[1, 267, 2, 67, 1, 0, 90, 70, 313, 6, 1],
[22, 511, 1, 74, 2, 2, 60, 40, 96, 37, 0],
[12, 371, 2, 58, 2, 1, 80, 70, None, 0, 1],
[13, 387, 2, 56, 1, 2, 80, 60, 1075, None, 1],
[1, 457, 2, 54, 1, 1, 90, 90, 975, -5, 1],
[5, 337, 2, 56, 1, 0, 100, 100, 1500, 15, 1],
[21, 201, 2, 73, 2, 2, 70, 60, 1225, -16, 1],
[3, 404, 1, 74, 1, 1, 80, 70, 413, 38, 0],
[26, 222, 2, 76, 1, 2, 70, 70, 1500, 8, 1],
[1, 62, 2, 65, 2, 1, 80, 90, 1075, 0, 1],
[11, 458, 1, 57, 1, 1, 80, 100, 513, 30, 0],
[26, 356, 1, 53, 2, 1, 90, 90, None, 2, 0],
[16, 353, 2, 71, 1, 0, 100, 80, 775, 2, 1],
[16, 163, 2, 54, 1, 1, 90, 80, 1225, 13, 1],
[12, 31, 2, 82, 1, 0, 100, 90, 413, 27, 1],
[13, 340, 2, 59, 2, 0, 100, 90, None, 0, 1],
[13, 229, 2, 70, 1, 1, 70, 60, 1175, -2, 1],
[22, 444, 1, 60, 1, 0, 90, 100, None, 7, 0],
[5, 315, 1, 62, 2, 0, 90, 90, None, 0, 0],
[16, 182, 2, 53, 2, 1, 80, 60, None, 4, 1],
[32, 156, 2, 55, 1, 2, 70, 30, 1025, 10, 1],
[None, 329, 2, 69, 1, 2, 70, 80, 713, 20, 1],
[26, 364, 1, 68, 2, 1, 90, 90, None, 7, 0],
[4, 291, 2, 62, 1, 2, 70, 60, 475, 27, 1],
[12, 179, 2, 63, 1, 1, 80, 70, 538, -2, 1],
[1, 376, 1, 56, 2, 1, 80, 90, 825, 17, 0],
[32, 384, 1, 62, 2, 0, 90, 90, 588, 8, 0],
[10, 268, 2, 44, 2, 1, 90, 100, 2450, 2, 1],
[11, 292, 1, 69, 1, 2, 60, 70, 2450, 36, 0],
[6, 142, 2, 63, 1, 1, 90, 80, 875, 2, 1],
[7, 413, 1, 64, 1, 1, 80, 70, 413, 16, 0],
[16, 266, 1, 57, 2, 0, 90, 90, 1075, 3, 0],
[11, 194, 2, 60, 2, 1, 80, 60, None, 33, 1],
[21, 320, 2, 46, 1, 0, 100, 100, 860, 4, 1],
[6, 181, 2, 61, 1, 1, 90, 90, 730, 0, 1],
[12, 285, 2, 65, 1, 0, 100, 90, 1025, 0, 1],
[13, 301, 1, 61, 1, 1, 90, 100, 825, 2, 0],
[2, 348, 2, 58, 2, 0, 90, 80, 1225, 10, 1],
[2, 197, 2, 56, 1, 1, 90, 60, 768, 37, 1],
[16, 382, 1, 43, 2, 0, 100, 90, 338, 6, 0],
[1, 303, 1, 53, 1, 1, 90, 80, 1225, 12, 0],
[13, 296, 1, 59, 2, 1, 80, 100, 1025, 0, 0],
[1, 180, 2, 56, 1, 2, 60, 80, 1225, -2, 1],
[13, 186, 2, 55, 2, 1, 80, 70, None, None, 1],
[1, 145, 2, 53, 2, 1, 80, 90, 588, 13, 1],
[7, 269, 1, 74, 2, 0, 100, 100, 588, 0, 0],
[13, 300, 1, 60, 1, 0, 100, 100, 975, 5, 0],
[1, 284, 1, 39, 1, 0, 100, 90, 1225, -5, 0],
[16, 350, 2, 66, 2, 0, 90, 100, 1025, None, 1],
[32, 272, 1, 65, 2, 1, 80, 90, None, -1, 0],
[12, 292, 1, 51, 2, 0, 90, 80, 1225, 0, 0],
[12, 332, 1, 45, 2, 0, 90, 100, 975, 5, 0],
[2, 285, 2, 72, 2, 2, 70, 90, 463, 20, 1],
[3, 259, 1, 58, 1, 0, 90, 80, 1300, 8, 0],
[15, 110, 2, 64, 1, 1, 80, 60, 1025, 12, 1],
[22, 286, 2, 53, 1, 0, 90, 90, 1225, 8, 1],
[16, 270, 2, 72, 1, 1, 80, 90, 488, 14, 1],
[16, 81, 2, 52, 1, 2, 60, 70, 1075, None, 1],
[12, 131, 2, 50, 1, 1, 90, 80, 513, None, 1],
[1, 225, 1, 64, 1, 1, 90, 80, 825, 33, 0],
[22, 269, 2, 71, 1, 1, 90, 90, 1300, -2, 1],
[12, 225, 1, 70, 1, 0, 100, 100, 1175, 6, 0],
[32, 243, 1, 63, 2, 1, 80, 90, 825, 0, 0],
[21, 279, 1, 64, 1, 1, 90, 90, None, 4, 0],
[1, 276, 1, 52, 2, 0, 100, 80, 975, 0, 0],
[32, 135, 2, 60, 1, 1, 90, 70, 1275, 0, 1],
[15, 79, 2, 64, 2, 1, 90, 90, 488, 37, 1],
[22, 59, 2, 73, 1, 1, 60, 60, 2200, 5, 1],
[32, 240, 1, 63, 2, 0, 90, 100, 1025, 0, 0],
[3, 202, 1, 50, 2, 0, 100, 100, 635, 1, 0],
[26, 235, 1, 63, 2, 0, 100, 90, 413, 0, 0],
[33, 105, 2, 62, 1, 2, None, 70, None, None, 1],
[5, 224, 1, 55, 2, 0, 80, 90, None, 23, 0],
[13, 239, 2, 50, 2, 2, 60, 60, 1025, -3, 1],
[21, 237, 1, 69, 1, 1, 80, 70, None, None, 0],
[33, 173, 1, 59, 2, 1, 90, 80, None, 10, 0],
[1, 252, 1, 60, 2, 0, 100, 90, 488, -2, 0],
[6, 221, 1, 67, 1, 1, 80, 70, 413, 23, 0],
[15, 185, 1, 69, 1, 1, 90, 70, 1075, 0, 0],
[11, 92, 1, 64, 2, 2, 70, 100, None, 31, 0],
[11, 13, 2, 65, 1, 1, 80, 90, None, 10, 1],
[11, 222, 1, 65, 1, 1, 90, 70, 1025, 18, 0],
[13, 192, 1, 41, 2, 1, 90, 80, None, -10, 0],
[21, 183, 2, 76, 1, 2, 80, 60, 825, 7, 1],
[11, 211, 1, 70, 2, 2, 70, 30, 131, 3, 0],
[2, 175, 1, 57, 2, 0, 80, 80, 725, 11, 0],
[22, 197, 1, 67, 1, 1, 80, 90, 1500, 2, 0],
[11, 203, 1, 71, 2, 1, 80, 90, 1025, 0, 0],
[1, 116, 2, 76, 1, 1, 80, 80, None, 0, 1],
[1, 188, 1, 77, 1, 1, 80, 60, None, 3, 0],
[13, 191, 1, 39, 1, 0, 90, 90, 2350, -5, 0],
[32, 105, 1, 75, 2, 2, 60, 70, 1025, 5, 0],
[6, 174, 1, 66, 1, 1, 90, 100, 1075, 1, 0],
[22, 177, 1, 58, 2, 1, 80, 90, 1060, 0, 0]
],
"smps": ["inst", "time", "status-org", "age", "sex", "ph.ecog", "ph.karno", "pat.karno", "meal.cal", "wt.loss", "status"],
"vars": ["1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", "43", "44", "45", "46", "47", "48", "49", "50", "51", "52", "53", "54", "55", "56", "57", "58", "59", "60", "61", "62", "63", "64", "65", "66", "67", "68", "69", "70", "71", "72", "73", "74", "75", "76", "77", "78", "79", "80", "81", "82", "83", "84", "85", "86", "87", "88", "89", "90", "91", "92", "93", "94", "95", "96", "97", "98", "99", "100", "101", "102", "103", "104", "105", "106", "107", "108", "109", "110", "111", "112", "113", "114", "115", "116", "117", "118", "119", "120", "121", "122", "123", "124", "125", "126", "127", "128", "129", "130", "131", "132", "133", "134", "135", "136", "137", "138", "139", "140", "141", "142", "143", "144", "145", "146", "147", "148", "149", "150", "151", "152", "153", "154", "155", "156", "157", "158", "159", "160", "161", "162", "163", "164", "165", "166", "167", "168", "169", "170", "171", "172", "173", "174", "175", "176", "177", "178", "179", "180", "181", "182", "183", "184", "185", "186", "187", "188", "189", "190", "191", "192", "193", "194", "195", "196", "197", "198", "199", "200", "201", "202", "203", "204", "205", "206", "207", "208", "209", "210", "211", "212", "213", "214", "215", "216", "217", "218", "219", "220", "221", "222", "223", "224", "225", "226", "227", "228"]
},
"z": {
"Gender": ["Male", "Male", "Male", "Male", "Male", "Male", "Female", "Female", "Male", "Male", "Male", "Female", "Female", "Male", "Male", "Male", "Male", "Male", "Female", "Male", "Male", "Female", "Male", "Male", "Male", "Female", "Male", "Male", "Male", "Male", "Female", "Male", "Male", "Female", "Male", "Female", "Male", "Female", "Male", "Female", "Male", "Female", "Female", "Female", "Male", "Female", "Male", "Male", "Male", "Female", "Female", "Male", "Male", "Male", "Male", "Male", "Female", "Male", "Female", "Female", "Female", "Male", "Male", "Female", "Male", "Male", "Female", "Female", "Male", "Male", "Male", "Female", "Male", "Male", "Female", "Female", "Female", "Female", "Male", "Male", "Male", "Male", "Male", "Female", "Male", "Male", "Female", "Male", "Female", "Male", "Male", "Male", "Male", "Female", "Female", "Male", "Male", "Male", "Male", "Female", "Female", "Female", "Male", "Male", "Male", "Male", "Female", "Male", "Male", "Female", "Male", "Male", "Male", "Female", "Female", "Male", "Male", "Male", "Male", "Male", "Male", "Female", "Female", "Male", "Male", "Male", "Male", "Male", "Female", "Female", "Female", "Male", "Male", "Female", "Male", "Female", "Female", "Male", "Male", "Male", "Female", "Male", "Male", "Female", "Male", "Female", "Male", "Male", "Male", "Female", "Male", "Male", "Female", "Female", "Male", "Male", "Female", "Male", "Male", "Female", "Female", "Female", "Male", "Male", "Male", "Female", "Female", "Male", "Male", "Male", "Male", "Female", "Male", "Female", "Male", "Female", "Male", "Female", "Female", "Female", "Male", "Male", "Female", "Female", "Female", "Female", "Female", "Male", "Male", "Male", "Male", "Male", "Male", "Male", "Male", "Male", "Female", "Male", "Female", "Male", "Female", "Male", "Female", "Female", "Female", "Male", "Female", "Female", "Male", "Female", "Female", "Male", "Male", "Female", "Male", "Male", "Female", "Male", "Female", "Female", "Male", "Female", "Male", "Male", "Male", "Female", "Male", "Female"]
}
},
config = {
"colorBy": "Gender",
"colors": ["#2E9FDF", "#E7B800"],
"graphType": "Scatter2D",
"kmRiskTable": True,
"legendColumns": 2,
"legendPosition": "top",
"showKMConfidenceIntervals": True,
"showKMMedianSurvivalTime": True,
"title": "Lung Cancer Data with Confidence Level and Risk Number Table",
"xAxis": ["time"],
"xAxisTitle": "Time",
"yAxis": ["status"],
"yAxisTitle": "Survival Probability"
},
after_render = [
[
"addKMPlot",
[]
]
],
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 = "kaplanmeier1",
data = {
"y": {
"data": [
[3, 306, 2, 74, 1, 1, 90, 100, 1175, None, 1],
[3, 455, 2, 68, 1, 0, 90, 90, 1225, 15, 1],
[3, 1010, 1, 56, 1, 0, 90, 90, None, 15, 0],
[5, 210, 2, 57, 1, 1, 90, 60, 1150, 11, 1],
[1, 883, 2, 60, 1, 0, 100, 90, None, 0, 1],
[12, 1022, 1, 74, 1, 1, 50, 80, 513, 0, 0],
[7, 310, 2, 68, 2, 2, 70, 60, 384, 10, 1],
[11, 361, 2, 71, 2, 2, 60, 80, 538, 1, 1],
[1, 218, 2, 53, 1, 1, 70, 80, 825, 16, 1],
[7, 166, 2, 61, 1, 2, 70, 70, 271, 34, 1],
[6, 170, 2, 57, 1, 1, 80, 80, 1025, 27, 1],
[16, 654, 2, 68, 2, 2, 70, 70, None, 23, 1],
[11, 728, 2, 68, 2, 1, 90, 90, None, 5, 1],
[21, 71, 2, 60, 1, None, 60, 70, 1225, 32, 1],
[12, 567, 2, 57, 1, 1, 80, 70, 2600, 60, 1],
[1, 144, 2, 67, 1, 1, 80, 90, None, 15, 1],
[22, 613, 2, 70, 1, 1, 90, 100, 1150, -5, 1],
[16, 707, 2, 63, 1, 2, 50, 70, 1025, 22, 1],
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},
"z": {
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}
},
config = {
"colorBy": "Gender",
"colors": ["#2E9FDF", "#E7B800"],
"graphType": "Scatter2D",
"kmRiskTable": True,
"legendColumns": 2,
"legendPosition": "top",
"showKMConfidenceIntervals": True,
"showKMMedianSurvivalTime": True,
"title": "Lung Cancer Data with Confidence Level and Risk Number Table",
"xAxis": ["time"],
"xAxisTitle": "Time",
"yAxis": ["status"],
"yAxisTitle": "Survival Probability"
},
after_render = [
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]
],
width = 600,
height = 600
)
)
