<html>
<head>
<!-- Include the CanvasXpress library in your HTML file -->
<link rel="stylesheet" href="https://www.canvasxpress.org/dist/canvasXpress.css" type="text/css"/>
<script src="https://www.canvasxpress.org/dist/canvasXpress.min.js"></script>
</head>
<body>
<!-- Create a canvas element for the chart with the desired dimensions -->
<div>
<canvas id="canvasId" width="600" height="600"></canvas>
</div>
<!-- Create a script to initialize the chart -->
<script>
// Use a data frame (2D-array) for the graph
var data =
// Create the configuration for the graph
var config = {
"graphType" : "Boxplot",
"graphOrientation" : "vertical",
"groupingFactors" : [
"Species"
],
"xAxis" : [
"Petal.Length"
],
"xAxisTitle" : "Petal.Length",
"smpTitle" : "Species",
"smpTitleFontStyle" : "bold",
"axisTitleFontStyle" : "bold",
"axisAlgorithm" : "rPretty",
"smpTextRotate" : 0,
"showLegend" : false,
"colorBy" : "Species",
"title" : "Iris petal length (Wilcoxon pairs and Kruskal-Wallis)",
"showStatInference" : true,
"statInference" : {
"correction" : {
"method" : "BH"
},
"annotate" : "stars",
"comparisons" : [
{
"groups" : [
"setosa",
"versicolor"
],
"p" : 5.65101158429015e-18
},
{
"groups" : [
"versicolor",
"virginica"
],
"p" : 9.13354472766832e-17
},
{
"groups" : [
"setosa",
"virginica"
],
"label" : "Kruskal-Wallis p = 4.8e-29"
}
]
},
"colorScheme" : "Paired"
}
// 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);
</script>
</body>
</html>
<html>
<head>
<!-- Include the CanvasXpress library in your HTML file -->
<link rel="stylesheet" href="https://www.canvasxpress.org/dist/canvasXpress.css" type="text/css"/>
<script src="https://www.canvasxpress.org/dist/canvasXpress.min.js"></script>
</head>
<body>
<!-- Create a canvas element for the chart with the desired dimensions -->
<div>
<canvas id="canvasId" width="600" height="600"></canvas>
</div>
<!-- Create a script to initialize the chart -->
<script>
// Create the data for the graph
var data = {
"y" : {
"vars" : [
"Petal.Length"
],
"smps" : [
"Obs1",
"Obs2",
"Obs3",
"Obs4",
"Obs5",
"Obs6",
"Obs7",
"Obs8",
"Obs9",
"Obs10",
"Obs11",
"Obs12",
"Obs13",
"Obs14",
"Obs15",
"Obs16",
"Obs17",
"Obs18",
"Obs19",
"Obs20",
"Obs21",
"Obs22",
"Obs23",
"Obs24",
"Obs25",
"Obs26",
"Obs27",
"Obs28",
"Obs29",
"Obs30",
"Obs31",
"Obs32",
"Obs33",
"Obs34",
"Obs35",
"Obs36",
"Obs37",
"Obs38",
"Obs39",
"Obs40",
"Obs41",
"Obs42",
"Obs43",
"Obs44",
"Obs45",
"Obs46",
"Obs47",
"Obs48",
"Obs49",
"Obs50",
"Obs51",
"Obs52",
"Obs53",
"Obs54",
"Obs55",
"Obs56",
"Obs57",
"Obs58",
"Obs59",
"Obs60",
"Obs61",
"Obs62",
"Obs63",
"Obs64",
"Obs65",
"Obs66",
"Obs67",
"Obs68",
"Obs69",
"Obs70",
"Obs71",
"Obs72",
"Obs73",
"Obs74",
"Obs75",
"Obs76",
"Obs77",
"Obs78",
"Obs79",
"Obs80",
"Obs81",
"Obs82",
"Obs83",
"Obs84",
"Obs85",
"Obs86",
"Obs87",
"Obs88",
"Obs89",
"Obs90",
"Obs91",
"Obs92",
"Obs93",
"Obs94",
"Obs95",
"Obs96",
"Obs97",
"Obs98",
"Obs99",
"Obs100",
"Obs101",
"Obs102",
"Obs103",
"Obs104",
"Obs105",
"Obs106",
"Obs107",
"Obs108",
"Obs109",
"Obs110",
"Obs111",
"Obs112",
"Obs113",
"Obs114",
"Obs115",
"Obs116",
"Obs117",
"Obs118",
"Obs119",
"Obs120",
"Obs121",
"Obs122",
"Obs123",
"Obs124",
"Obs125",
"Obs126",
"Obs127",
"Obs128",
"Obs129",
"Obs130",
"Obs131",
"Obs132",
"Obs133",
"Obs134",
"Obs135",
"Obs136",
"Obs137",
"Obs138",
"Obs139",
"Obs140",
"Obs141",
"Obs142",
"Obs143",
"Obs144",
"Obs145",
"Obs146",
"Obs147",
"Obs148",
"Obs149",
"Obs150"
],
"data" : [
[
1.4,
1.4,
1.3,
1.5,
1.4,
1.7,
1.4,
1.5,
1.4,
1.5,
1.5,
1.6,
1.4,
1.1,
1.2,
1.5,
1.3,
1.4,
1.7,
1.5,
1.7,
1.5,
1,
1.7,
1.9,
1.6,
1.6,
1.5,
1.4,
1.6,
1.6,
1.5,
1.5,
1.4,
1.5,
1.2,
1.3,
1.4,
1.3,
1.5,
1.3,
1.3,
1.3,
1.6,
1.9,
1.4,
1.6,
1.4,
1.5,
1.4,
4.7,
4.5,
4.9,
4,
4.6,
4.5,
4.7,
3.3,
4.6,
3.9,
3.5,
4.2,
4,
4.7,
3.6,
4.4,
4.5,
4.1,
4.5,
3.9,
4.8,
4,
4.9,
4.7,
4.3,
4.4,
4.8,
5,
4.5,
3.5,
3.8,
3.7,
3.9,
5.1,
4.5,
4.5,
4.7,
4.4,
4.1,
4,
4.4,
4.6,
4,
3.3,
4.2,
4.2,
4.2,
4.3,
3,
4.1,
6,
5.1,
5.9,
5.6,
5.8,
6.6,
4.5,
6.3,
5.8,
6.1,
5.1,
5.3,
5.5,
5,
5.1,
5.3,
5.5,
6.7,
6.9,
5,
5.7,
4.9,
6.7,
4.9,
5.7,
6,
4.8,
4.9,
5.6,
5.8,
6.1,
6.4,
5.6,
5.1,
5.6,
6.1,
5.6,
5.5,
4.8,
5.4,
5.6,
5.1,
5.1,
5.9,
5.7,
5.2,
5,
5.2,
5.4,
5.1
]
]
},
"x" : {
"Species" : [
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"setosa",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"versicolor",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica",
"virginica"
]
}
}
// Create the configuration for the graph
var config = {
"graphType" : "Boxplot",
"graphOrientation" : "vertical",
"groupingFactors" : [
"Species"
],
"xAxis" : [
"Petal.Length"
],
"xAxisTitle" : "Petal.Length",
"smpTitle" : "Species",
"smpTitleFontStyle" : "bold",
"axisTitleFontStyle" : "bold",
"axisAlgorithm" : "rPretty",
"smpTextRotate" : 0,
"showLegend" : false,
"colorBy" : "Species",
"title" : "Iris petal length (Wilcoxon pairs and Kruskal-Wallis)",
"showStatInference" : true,
"statInference" : {
"correction" : {
"method" : "BH"
},
"annotate" : "stars",
"comparisons" : [
{
"groups" : [
"setosa",
"versicolor"
],
"p" : 5.65101158429015e-18
},
{
"groups" : [
"versicolor",
"virginica"
],
"p" : 9.13354472766832e-17
},
{
"groups" : [
"setosa",
"virginica"
],
"label" : "Kruskal-Wallis p = 4.8e-29"
}
]
},
"colorScheme" : "Paired"
}
// 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);
</script>
</body>
</html>
library(canvasXpress)
y=read.table("https://www.canvasxpress.org/data/r/cX-statistics9-dat.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
x=read.table("https://www.canvasxpress.org/data/r/cX-statistics9-smp.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
data=y,
smpAnnot=x,
axisAlgorithm="rPretty",
axisTitleFontStyle="bold",
colorBy="Species",
colorScheme="Paired",
graphOrientation="vertical",
graphType="Boxplot",
groupingFactors=list("Species"),
showLegend=FALSE,
showStatInference=TRUE,
smpTextRotate=0,
smpTitle="Species",
smpTitleFontStyle="bold",
statInference=list(annotate="stars", comparisons=list(list(groups=list("setosa", "versicolor"), p=5.65101158429015e-18), list(groups=list("versicolor", "virginica"), p=9.13354472766832e-17), list(groups=list("setosa", "virginica"), label="Kruskal-Wallis p = 4.8e-29")), correction=list(method="BH")),
title="Iris petal length (Wilcoxon pairs and Kruskal-Wallis)",
xAxis=list("Petal.Length"),
xAxisTitle="Petal.Length"
)
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 = "statistics9",
data = {
"y": {
"vars": ["Petal.Length"],
"smps": ["Obs1", "Obs2", "Obs3", "Obs4", "Obs5", "Obs6", "Obs7", "Obs8", "Obs9", "Obs10", "Obs11", "Obs12", "Obs13", "Obs14", "Obs15", "Obs16", "Obs17", "Obs18", "Obs19", "Obs20", "Obs21", "Obs22", "Obs23", "Obs24", "Obs25", "Obs26", "Obs27", "Obs28", "Obs29", "Obs30", "Obs31", "Obs32", "Obs33", "Obs34", "Obs35", "Obs36", "Obs37", "Obs38", "Obs39", "Obs40", "Obs41", "Obs42", "Obs43", "Obs44", "Obs45", "Obs46", "Obs47", "Obs48", "Obs49", "Obs50", "Obs51", "Obs52", "Obs53", "Obs54", "Obs55", "Obs56", "Obs57", "Obs58", "Obs59", "Obs60", "Obs61", "Obs62", "Obs63", "Obs64", "Obs65", "Obs66", "Obs67", "Obs68", "Obs69", "Obs70", "Obs71", "Obs72", "Obs73", "Obs74", "Obs75", "Obs76", "Obs77", "Obs78", "Obs79", "Obs80", "Obs81", "Obs82", "Obs83", "Obs84", "Obs85", "Obs86", "Obs87", "Obs88", "Obs89", "Obs90", "Obs91", "Obs92", "Obs93", "Obs94", "Obs95", "Obs96", "Obs97", "Obs98", "Obs99", "Obs100", "Obs101", "Obs102", "Obs103", "Obs104", "Obs105", "Obs106", "Obs107", "Obs108", "Obs109", "Obs110", "Obs111", "Obs112", "Obs113", "Obs114", "Obs115", "Obs116", "Obs117", "Obs118", "Obs119", "Obs120", "Obs121", "Obs122", "Obs123", "Obs124", "Obs125", "Obs126", "Obs127", "Obs128", "Obs129", "Obs130", "Obs131", "Obs132", "Obs133", "Obs134", "Obs135", "Obs136", "Obs137", "Obs138", "Obs139", "Obs140", "Obs141", "Obs142", "Obs143", "Obs144", "Obs145", "Obs146", "Obs147", "Obs148", "Obs149", "Obs150"],
"data": [
[1.4, 1.4, 1.3, 1.5, 1.4, 1.7, 1.4, 1.5, 1.4, 1.5, 1.5, 1.6, 1.4, 1.1, 1.2, 1.5, 1.3, 1.4, 1.7, 1.5, 1.7, 1.5, 1, 1.7, 1.9, 1.6, 1.6, 1.5, 1.4, 1.6, 1.6, 1.5, 1.5, 1.4, 1.5, 1.2, 1.3, 1.4, 1.3, 1.5, 1.3, 1.3, 1.3, 1.6, 1.9, 1.4, 1.6, 1.4, 1.5, 1.4, 4.7, 4.5, 4.9, 4, 4.6, 4.5, 4.7, 3.3, 4.6, 3.9, 3.5, 4.2, 4, 4.7, 3.6, 4.4, 4.5, 4.1, 4.5, 3.9, 4.8, 4, 4.9, 4.7, 4.3, 4.4, 4.8, 5, 4.5, 3.5, 3.8, 3.7, 3.9, 5.1, 4.5, 4.5, 4.7, 4.4, 4.1, 4, 4.4, 4.6, 4, 3.3, 4.2, 4.2, 4.2, 4.3, 3, 4.1, 6, 5.1, 5.9, 5.6, 5.8, 6.6, 4.5, 6.3, 5.8, 6.1, 5.1, 5.3, 5.5, 5, 5.1, 5.3, 5.5, 6.7, 6.9, 5, 5.7, 4.9, 6.7, 4.9, 5.7, 6, 4.8, 4.9, 5.6, 5.8, 6.1, 6.4, 5.6, 5.1, 5.6, 6.1, 5.6, 5.5, 4.8, 5.4, 5.6, 5.1, 5.1, 5.9, 5.7, 5.2, 5, 5.2, 5.4, 5.1]
]
},
"x": {
"Species": ["setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica"]
}
},
config = {
"graphType": "Boxplot",
"graphOrientation": "vertical",
"groupingFactors": ["Species"],
"xAxis": ["Petal.Length"],
"xAxisTitle": "Petal.Length",
"smpTitle": "Species",
"smpTitleFontStyle": "bold",
"axisTitleFontStyle": "bold",
"axisAlgorithm": "rPretty",
"smpTextRotate": 0,
"showLegend": False,
"colorBy": "Species",
"title": "Iris petal length (Wilcoxon pairs and Kruskal-Wallis)",
"showStatInference": True,
"statInference": {
"correction": {
"method": "BH"
},
"annotate": "stars",
"comparisons": [
{
"groups": ["setosa", "versicolor"],
"p": 5.65101158429015e-18
},
{
"groups": ["versicolor", "virginica"],
"p": 9.13354472766832e-17
},
{
"groups": ["setosa", "virginica"],
"label": "Kruskal-Wallis p = 4.8e-29"
}
]
},
"colorScheme": "Paired"
},
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 = "statistics9",
data = {
"y": {
"vars": ["Petal.Length"],
"smps": ["Obs1", "Obs2", "Obs3", "Obs4", "Obs5", "Obs6", "Obs7", "Obs8", "Obs9", "Obs10", "Obs11", "Obs12", "Obs13", "Obs14", "Obs15", "Obs16", "Obs17", "Obs18", "Obs19", "Obs20", "Obs21", "Obs22", "Obs23", "Obs24", "Obs25", "Obs26", "Obs27", "Obs28", "Obs29", "Obs30", "Obs31", "Obs32", "Obs33", "Obs34", "Obs35", "Obs36", "Obs37", "Obs38", "Obs39", "Obs40", "Obs41", "Obs42", "Obs43", "Obs44", "Obs45", "Obs46", "Obs47", "Obs48", "Obs49", "Obs50", "Obs51", "Obs52", "Obs53", "Obs54", "Obs55", "Obs56", "Obs57", "Obs58", "Obs59", "Obs60", "Obs61", "Obs62", "Obs63", "Obs64", "Obs65", "Obs66", "Obs67", "Obs68", "Obs69", "Obs70", "Obs71", "Obs72", "Obs73", "Obs74", "Obs75", "Obs76", "Obs77", "Obs78", "Obs79", "Obs80", "Obs81", "Obs82", "Obs83", "Obs84", "Obs85", "Obs86", "Obs87", "Obs88", "Obs89", "Obs90", "Obs91", "Obs92", "Obs93", "Obs94", "Obs95", "Obs96", "Obs97", "Obs98", "Obs99", "Obs100", "Obs101", "Obs102", "Obs103", "Obs104", "Obs105", "Obs106", "Obs107", "Obs108", "Obs109", "Obs110", "Obs111", "Obs112", "Obs113", "Obs114", "Obs115", "Obs116", "Obs117", "Obs118", "Obs119", "Obs120", "Obs121", "Obs122", "Obs123", "Obs124", "Obs125", "Obs126", "Obs127", "Obs128", "Obs129", "Obs130", "Obs131", "Obs132", "Obs133", "Obs134", "Obs135", "Obs136", "Obs137", "Obs138", "Obs139", "Obs140", "Obs141", "Obs142", "Obs143", "Obs144", "Obs145", "Obs146", "Obs147", "Obs148", "Obs149", "Obs150"],
"data": [
[1.4, 1.4, 1.3, 1.5, 1.4, 1.7, 1.4, 1.5, 1.4, 1.5, 1.5, 1.6, 1.4, 1.1, 1.2, 1.5, 1.3, 1.4, 1.7, 1.5, 1.7, 1.5, 1, 1.7, 1.9, 1.6, 1.6, 1.5, 1.4, 1.6, 1.6, 1.5, 1.5, 1.4, 1.5, 1.2, 1.3, 1.4, 1.3, 1.5, 1.3, 1.3, 1.3, 1.6, 1.9, 1.4, 1.6, 1.4, 1.5, 1.4, 4.7, 4.5, 4.9, 4, 4.6, 4.5, 4.7, 3.3, 4.6, 3.9, 3.5, 4.2, 4, 4.7, 3.6, 4.4, 4.5, 4.1, 4.5, 3.9, 4.8, 4, 4.9, 4.7, 4.3, 4.4, 4.8, 5, 4.5, 3.5, 3.8, 3.7, 3.9, 5.1, 4.5, 4.5, 4.7, 4.4, 4.1, 4, 4.4, 4.6, 4, 3.3, 4.2, 4.2, 4.2, 4.3, 3, 4.1, 6, 5.1, 5.9, 5.6, 5.8, 6.6, 4.5, 6.3, 5.8, 6.1, 5.1, 5.3, 5.5, 5, 5.1, 5.3, 5.5, 6.7, 6.9, 5, 5.7, 4.9, 6.7, 4.9, 5.7, 6, 4.8, 4.9, 5.6, 5.8, 6.1, 6.4, 5.6, 5.1, 5.6, 6.1, 5.6, 5.5, 4.8, 5.4, 5.6, 5.1, 5.1, 5.9, 5.7, 5.2, 5, 5.2, 5.4, 5.1]
]
},
"x": {
"Species": ["setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica"]
}
},
config = {
"graphType": "Boxplot",
"graphOrientation": "vertical",
"groupingFactors": ["Species"],
"xAxis": ["Petal.Length"],
"xAxisTitle": "Petal.Length",
"smpTitle": "Species",
"smpTitleFontStyle": "bold",
"axisTitleFontStyle": "bold",
"axisAlgorithm": "rPretty",
"smpTextRotate": 0,
"showLegend": False,
"colorBy": "Species",
"title": "Iris petal length (Wilcoxon pairs and Kruskal-Wallis)",
"showStatInference": True,
"statInference": {
"correction": {
"method": "BH"
},
"annotate": "stars",
"comparisons": [
{
"groups": ["setosa", "versicolor"],
"p": 5.65101158429015e-18
},
{
"groups": ["versicolor", "virginica"],
"p": 9.13354472766832e-17
},
{
"groups": ["setosa", "virginica"],
"label": "Kruskal-Wallis p = 4.8e-29"
}
]
},
"colorScheme": "Paired"
},
width = 600,
height = 600
)
)
using CanvasXpress
canvasxpress(Dict(
"y" => Dict(
"vars" => ["Petal.Length"],
"smps" => ["Obs1", "Obs2", "Obs3", "Obs4", "Obs5", "Obs6", "Obs7", "Obs8", "Obs9", "Obs10", "Obs11", "Obs12", "Obs13", "Obs14", "Obs15", "Obs16", "Obs17", "Obs18", "Obs19", "Obs20", "Obs21", "Obs22", "Obs23", "Obs24", "Obs25", "Obs26", "Obs27", "Obs28", "Obs29", "Obs30", "Obs31", "Obs32", "Obs33", "Obs34", "Obs35", "Obs36", "Obs37", "Obs38", "Obs39", "Obs40", "Obs41", "Obs42", "Obs43", "Obs44", "Obs45", "Obs46", "Obs47", "Obs48", "Obs49", "Obs50", "Obs51", "Obs52", "Obs53", "Obs54", "Obs55", "Obs56", "Obs57", "Obs58", "Obs59", "Obs60", "Obs61", "Obs62", "Obs63", "Obs64", "Obs65", "Obs66", "Obs67", "Obs68", "Obs69", "Obs70", "Obs71", "Obs72", "Obs73", "Obs74", "Obs75", "Obs76", "Obs77", "Obs78", "Obs79", "Obs80", "Obs81", "Obs82", "Obs83", "Obs84", "Obs85", "Obs86", "Obs87", "Obs88", "Obs89", "Obs90", "Obs91", "Obs92", "Obs93", "Obs94", "Obs95", "Obs96", "Obs97", "Obs98", "Obs99", "Obs100", "Obs101", "Obs102", "Obs103", "Obs104", "Obs105", "Obs106", "Obs107", "Obs108", "Obs109", "Obs110", "Obs111", "Obs112", "Obs113", "Obs114", "Obs115", "Obs116", "Obs117", "Obs118", "Obs119", "Obs120", "Obs121", "Obs122", "Obs123", "Obs124", "Obs125", "Obs126", "Obs127", "Obs128", "Obs129", "Obs130", "Obs131", "Obs132", "Obs133", "Obs134", "Obs135", "Obs136", "Obs137", "Obs138", "Obs139", "Obs140", "Obs141", "Obs142", "Obs143", "Obs144", "Obs145", "Obs146", "Obs147", "Obs148", "Obs149", "Obs150"],
"data" => [
[1.4, 1.4, 1.3, 1.5, 1.4, 1.7, 1.4, 1.5, 1.4, 1.5, 1.5, 1.6, 1.4, 1.1, 1.2, 1.5, 1.3, 1.4, 1.7, 1.5, 1.7, 1.5, 1, 1.7, 1.9, 1.6, 1.6, 1.5, 1.4, 1.6, 1.6, 1.5, 1.5, 1.4, 1.5, 1.2, 1.3, 1.4, 1.3, 1.5, 1.3, 1.3, 1.3, 1.6, 1.9, 1.4, 1.6, 1.4, 1.5, 1.4, 4.7, 4.5, 4.9, 4, 4.6, 4.5, 4.7, 3.3, 4.6, 3.9, 3.5, 4.2, 4, 4.7, 3.6, 4.4, 4.5, 4.1, 4.5, 3.9, 4.8, 4, 4.9, 4.7, 4.3, 4.4, 4.8, 5, 4.5, 3.5, 3.8, 3.7, 3.9, 5.1, 4.5, 4.5, 4.7, 4.4, 4.1, 4, 4.4, 4.6, 4, 3.3, 4.2, 4.2, 4.2, 4.3, 3, 4.1, 6, 5.1, 5.9, 5.6, 5.8, 6.6, 4.5, 6.3, 5.8, 6.1, 5.1, 5.3, 5.5, 5, 5.1, 5.3, 5.5, 6.7, 6.9, 5, 5.7, 4.9, 6.7, 4.9, 5.7, 6, 4.8, 4.9, 5.6, 5.8, 6.1, 6.4, 5.6, 5.1, 5.6, 6.1, 5.6, 5.5, 4.8, 5.4, 5.6, 5.1, 5.1, 5.9, 5.7, 5.2, 5, 5.2, 5.4, 5.1]
]
),
"x" => Dict(
"Species" => ["setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "setosa", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "versicolor", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica", "virginica"]
)
);
graphType = "Boxplot",
graphOrientation = "vertical",
groupingFactors = ["Species"],
xAxis = ["Petal.Length"],
xAxisTitle = "Petal.Length",
smpTitle = "Species",
smpTitleFontStyle = "bold",
axisTitleFontStyle = "bold",
axisAlgorithm = "rPretty",
smpTextRotate = 0,
showLegend = false,
colorBy = "Species",
title = "Iris petal length (Wilcoxon pairs and Kruskal-Wallis)",
showStatInference = true,
statInference = Dict(
"correction" => Dict(
"method" => "BH"
),
"annotate" => "stars",
"comparisons" => [
Dict(
"groups" => ["setosa", "versicolor"],
"p" => 5.65101158429015e-18
),
Dict(
"groups" => ["versicolor", "virginica"],
"p" => 9.13354472766832e-17
),
Dict(
"groups" => ["setosa", "virginica"],
"label" => "Kruskal-Wallis p = 4.8e-29"
)
]
),
colorScheme = "Paired"
)