Sample Category Survival Rates
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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// Use a data frame (2D-array) for the graph
var data = [
[ "Id", "Survival", "Survival-Censor", "Survival2", "Survival1-Censor", "Drug"],
[ "Sub-1", 12.4, 1, 1.6, 1, "Drug1"],
[ "Sub-2", 21.4, 1, 21.4, 1, "Drug2"],
[ "Sub-3", 12.9, 1, 1.8, 1, "Drug2"],
[ "Sub-4", 18.5, 0, 3.3, 1, "Drug2"],
[ "Sub-5", 2.9, 1, 2.9, 1, "Drug3"],
[ "Sub-6", 3.7, 1, 1.7, 1, "Drug4"],
[ "Sub-7", 10.2, 1, 1.8, 0, "Drug2"],
[ "Sub-8", 15, 0, 0, 0, "Drug2"],
[ "Sub-9", 8, 1, 3.1, 1, "Drug2"],
[ "Sub-10", 22.7, 0, 1.9, 1, "Drug1"],
[ "Sub-11", 24.5, 0, 23.3, 0, "Drug2"],
[ "Sub-12", 3.8, 1, 2, 1, "Drug1"],
[ "Sub-13", 7.2, 1, 4.7, 1, "Drug2"],
[ "Sub-14", 24.5, 0, 7.7, 1, "Drug2"],
[ "Sub-15", 2.1, 1, 2.1, 1, "Drug2"],
[ "Sub-16", 2.3, 1, 2.3, 1, "Drug2"],
[ "Sub-17", 19.5, 1, 1.9, 1, "Drug2"],
[ "Sub-18", 5.2, 1, 1.8, 1, "Drug2"],
[ "Sub-19", 7.1, 1, 3.2, 1, "Drug2"],
[ "Sub-20", 9.8, 1, 2, 1, "Drug4"],
[ "Sub-21", 20.2, 0, 6.4, 0, "Drug2"],
[ "Sub-22", 3.9, 1, 2, 1, "Drug1"],
[ "Sub-23", 9.9, 1, 1.8, 1, "Drug2"],
[ "Sub-24", 5.2, 1, 1.6, 1, "Drug2"],
[ "Sub-25", 2.6, 1, 2.6, 1, "Drug2"],
[ "Sub-26", 16.7, 0, 15.6, 0, "Drug2"],
[ "Sub-27", 13, 1, 1.8, 1, "Drug2"],
[ "Sub-28", 8.3, 1, 1.8, 1, "Drug4"],
// ... (data truncated after 29 records for clarity)
]
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"xAxisTitle" : "Weeks",
"xAxis" : ["Survival","Survival-Censor"],
"yAxisTitle" : "Probability of Survival"
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"smps" : ["Survival","Survival-Censor","Survival2","Survival1-Censor"],
"vars" : ["Sub-1","Sub-2","Sub-3","Sub-4","Sub-5","Sub-6","Sub-7","Sub-8","Sub-9","Sub-10","Sub-11","Sub-12","Sub-13","Sub-14","Sub-15","Sub-16","Sub-17","Sub-18","Sub-19","Sub-20","Sub-21","Sub-22","Sub-23","Sub-24","Sub-25","Sub-26","Sub-27","Sub-28","Sub-29","Sub-30","Sub-31","Sub-32","Sub-33","Sub-34","Sub-35","Sub-36","Sub-37","Sub-38","Sub-39","Sub-40","Sub-41","Sub-42","Sub-43","Sub-44","Sub-45","Sub-46","Sub-47","Sub-48","Sub-49","Sub-50","Sub-51","Sub-52","Sub-53","Sub-54","Sub-55","Sub-56","Sub-57","Sub-58","Sub-59","Sub-60","Sub-61","Sub-62","Sub-63","Sub-64","Sub-65","Sub-66","Sub-67","Sub-68","Sub-69","Sub-70","Sub-71","Sub-72","Sub-73","Sub-74","Sub-75","Sub-76","Sub-77","Sub-78","Sub-79","Sub-80","Sub-81","Sub-82","Sub-83","Sub-84","Sub-85","Sub-86","Sub-87","Sub-88","Sub-89","Sub-90","Sub-91","Sub-92","Sub-93","Sub-94","Sub-95","Sub-96","Sub-97","Sub-98","Sub-99","Sub-100","Sub-101","Sub-102","Sub-103","Sub-104","Sub-105","Sub-106","Sub-107","Sub-108","Sub-109","Sub-110","Sub-111","Sub-112","Sub-113","Sub-114","Sub-115","Sub-116","Sub-117","Sub-118","Sub-119","Sub-120","Sub-121","Sub-122","Sub-123","Sub-124","Sub-125","Sub-126","Sub-127","Sub-128","Sub-129","Sub-130","Sub-131","Sub-132","Sub-133","Sub-134","Sub-135","Sub-136","Sub-137","Sub-138","Sub-139","Sub-140","Sub-141","Sub-142","Sub-143","Sub-144","Sub-145","Sub-146","Sub-147","Sub-148","Sub-149","Sub-150","Sub-151","Sub-152","Sub-153","Sub-154","Sub-155","Sub-156","Sub-157","Sub-158","Sub-159","Sub-160","Sub-161","Sub-162","Sub-163","Sub-164","Sub-165","Sub-166","Sub-167","Sub-168","Sub-169","Sub-170","Sub-171","Sub-172","Sub-173","Sub-174","Sub-175","Sub-176","Sub-177","Sub-178","Sub-179","Sub-180","Sub-181","Sub-182","Sub-183","Sub-184","Sub-185","Sub-186","Sub-187","Sub-188","Sub-189","Sub-190","Sub-191","Sub-192","Sub-193","Sub-194","Sub-195","Sub-196","Sub-197","Sub-198","Sub-199","Sub-200","Sub-201","Sub-202","Sub-203","Sub-204","Sub-205","Sub-206","Sub-207","Sub-208","Sub-209","Sub-210","Sub-211","Sub-212","Sub-213","Sub-214","Sub-215","Sub-216","Sub-217","Sub-218","Sub-219","Sub-220","Sub-221","Sub-222","Sub-223","Sub-224","Sub-225","Sub-226","Sub-227","Sub-228","Sub-229","Sub-230","Sub-231","Sub-232","Sub-233","Sub-234","Sub-235","Sub-236","Sub-237","Sub-238","Sub-239","Sub-240","Sub-241","Sub-242","Sub-243","Sub-244","Sub-245","Sub-246","Sub-247","Sub-248","Sub-249","Sub-250","Sub-251","Sub-252","Sub-253","Sub-254","Sub-255","Sub-256","Sub-257","Sub-258","Sub-259","Sub-260","Sub-261","Sub-262","Sub-263","Sub-264","Sub-265","Sub-266","Sub-267","Sub-268","Sub-269","Sub-270","Sub-271","Sub-272","Sub-273","Sub-274","Sub-275","Sub-276","Sub-277","Sub-278","Sub-279","Sub-280","Sub-281","Sub-282","Sub-283","Sub-284","Sub-285","Sub-286","Sub-287","Sub-288","Sub-289","Sub-290","Sub-291","Sub-292","Sub-293","Sub-294","Sub-295","Sub-296","Sub-297","Sub-298","Sub-299","Sub-300","Sub-301","Sub-302","Sub-303","Sub-304","Sub-305","Sub-306","Sub-307","Sub-308","Sub-309","Sub-310","Sub-311","Sub-312","Sub-313","Sub-314","Sub-315","Sub-316","Sub-317","Sub-318","Sub-319","Sub-320","Sub-321","Sub-322","Sub-323","Sub-324","Sub-325","Sub-326","Sub-327","Sub-328","Sub-329","Sub-330","Sub-331","Sub-332","Sub-333","Sub-334","Sub-335","Sub-336","Sub-337","Sub-338","Sub-339","Sub-340","Sub-341","Sub-342","Sub-343","Sub-344","Sub-345","Sub-346","Sub-347","Sub-348","Sub-349","Sub-350","Sub-351","Sub-352","Sub-353","Sub-354","Sub-355","Sub-356","Sub-357","Sub-358","Sub-359","Sub-360","Sub-361"]
},
"z" : {
"Drug" : ["Drug1","Drug2","Drug2","Drug2","Drug3","Drug4","Drug2","Drug2","Drug2","Drug1","Drug2","Drug1","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug4","Drug2","Drug1","Drug2","Drug2","Drug2","Drug2","Drug2","Drug4","Drug1","Drug4","Drug2","Drug2","Drug2","Drug2","Drug3","Drug2","Drug2","None","Drug2","Drug3","Drug2","Drug3","Drug1","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug3","Drug2","Drug3","Drug2","Drug2","Drug2","Drug2","Drug2","Drug4","Drug2","Drug2","Drug2","Drug2","Drug2","Drug4","None","Drug2","Drug3","Drug2","Drug2","Drug2","Drug1","Drug1","Drug2","Drug1","Drug1","Drug2","Drug2","Drug2","Drug2","Drug1","Drug2","Drug1","Drug3","Drug2","Drug2","Drug1","Drug2","Drug1","Drug2","Drug2","Drug2","Drug2","Drug1","None","Drug2","Drug2","Drug2","Drug2","Drug3","Drug2","Drug2","Drug2","Drug2","Drug2","None","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug1","Drug4","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug3","Drug1","Drug2","Drug2","Drug2","Drug2","Drug2","Drug3","Drug2","Drug3","Drug3","Drug4","Drug2","Drug2","Drug3","Drug4","Drug2","None","Drug2","Drug3","Drug2","None","Drug4","Drug4","Drug2","Drug3","None","Drug2","Drug4","Drug2","Drug2","Drug2","Drug2","Drug1","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug3","Drug2","Drug3","Drug2","Drug2","Drug2","Drug2","Drug3","Drug2","Drug2","Drug2","Drug1","Drug2","Drug1","Drug3","Drug1","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug1","None","Drug1","Drug1","Drug2","Drug2","Drug1","Drug2","Drug3","Drug3","Drug2","Drug2","Drug1","Drug2","Drug3","Drug1","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug1","Drug2","Drug3","Drug1","Drug2","Drug1","Drug1","Drug1","Drug3","Drug2","Drug2","Drug1","Drug1","Drug2","Drug2","Drug3","Drug2","Drug1","Drug2","Drug1","Drug1","Drug3","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","None","None","Drug3","Drug4","Drug3","Drug2","Drug2","Drug3","Drug2","Drug2","Drug2","Drug2","Drug3","Drug2","Drug2","Drug1","Drug2","Drug1","Drug2","Drug2","Drug2","Drug1","Drug2","Drug1","Drug1","Drug2","Drug2","Drug2","Drug3","Drug2","Drug2","Drug1","Drug2","Drug2","Drug1","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug3","Drug1","Drug2","Drug2","Drug1","Drug2","Drug1","Drug2","Drug1","Drug2","Drug2","Drug3","Drug2","Drug2","Drug3","Drug2","Drug3","Drug3","Drug3","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","None","Drug3","Drug2","Drug1","Drug2","Drug2","Drug2","Drug2","Drug3","Drug2","Drug2","Drug3","Drug2","Drug2","Drug3","Drug2","Drug1","Drug2","Drug2","Drug2","Drug2","Drug2","None","Drug3","Drug2","Drug3","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug1","Drug2","None","Drug2","Drug1","Drug2","Drug2","Drug2","Drug3","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","Drug2","None","Drug2","Drug2","Drug3"]
}
}
// Create the configuration for the graph
var config = {
"colorBy" : "Drug",
"graphType" : "Scatter2D",
"kmRiskTable" : true,
"legendKeyBackgroundBorderColor" : "rgba(255,255,255,0)",
"legendKeyBackgroundColor" : "rgba(255,255,255,0)",
"showKMConfidenceIntervals" : false,
"xAxisTitle" : "Weeks",
"xAxis" : ["Survival","Survival-Censor"],
"yAxisTitle" : "Probability of Survival"
}
// Event used to create graph (optional)
var events = false
// Call the CanvasXpress function to create the graph
var cX = new CanvasXpress("canvasId", data, config, events);
// Functions after rendering graph
cX.addKMPlot();
</script>
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