I want to create a Weibull probability Plot in Angular - python-3.x

Question

This is the chart i am trying to create in Angular. This comes from the reliability package in python.
https://github.com/MatthewReid854/reliability/tree/master/reliability
I am using Highchart - Area-Range + scatter. I am able to fix the x-axis as it is just logarithmic scale. But I am unable to fix the y -axis
For Weibull analysis, formula for Y-Axis Scale is as: ln(-ln(1-p))
where p=(i-0.3)/(n+0.4) and i is the rank of the observation. This scale is chosen in order to linearize the resulting plot for Weibull data.
weibullHighcharts(weibullresp:any,statDataresp:any){
const chart = Highcharts.chart('chart-gauge', {
chart: {
marginTop: 5,
height: 380,
inverted: true,
zoomType: 'xy',
credits: false,
events: {
load() {
let chart = this;
},
},
},
title: {
credits: false,
text: '',
},
xAxis: {
gridLineWidth: 1,
labels: {
format: '{value}%'
},
type: 'logarithmic',
reversed: false,
min: 0.1,
max:90,
title: {
enabled: true,
text: 'Fraction Failure'
},
startOnTick: true,
endOnTick: true,
showLastLabel: true
},
yAxis: {
gridLineWidth: 1,
max: 999,
min: 10,
type: 'logarithmic',
title: {
text: 'Days to Failure'
}
},
legend: {
credits: false,
layout: 'vertical',
align: 'left',
verticalAlign: 'top',
floating: true,
borderWidth: 1
},
series: [
{
color:'#0000FF',
showInLegend:false,
type: 'line',
data: weibullresp.averages,
zIndex: 1,
marker: {
lineWidth: 2,
}},
{
showInLegend:false,
data: weibullresp.ranges,
type: 'arearange',
lineWidth: 0,
linkedTo: ':previous',
fillOpacity: 0.3,
zIndex: 0,
marker: {
enabled: false
}},
{
showInLegend:false,
type:'scatter',
data: weibullresp.scatterData,
color:'#343434',
marker: {
radius: 2,
symbol: 'circle'
}
}
],
credits: {
enabled: false,
},
} as any);
}
Is there a package for python where Weibull plot can be created?
How to fix the y-axis in Highchart?
Kindly help me fix the y-axis in Highchart or Let me know how can i achieve the the python image shared in front end -Angular. I need exactly same image in Python

Answer 1

Try to change tickInterval, minorTickInterval on axis.
On logarithmic axes, the unit is the power of the value. For example, setting the minorTickInterval to 1 puts one tick on each of 0.1, 1, 10, 100 etc. Setting the minorTickInterval to 0.1 produces 9 ticks between 1 and 10, 10 and 100 etc.
Highcharts.chart('container', {
title: {
text: 'Logarithmic axis demo'
},
xAxis: {
tickInterval: 1,
type: 'logarithmic',
},
yAxis: {
type: 'logarithmic',
minorTickInterval: 0.1,
},
tooltip: {
headerFormat: '<b>{series.name}</b><br />',
pointFormat: 'x = {point.x}, y = {point.y}'
},
series: [{
data: [1, 2, 4, 8, 16, 32, 64, 128, 256, 512],
pointStart: 1
}]
});
Demo: https://jsfiddle.net/BlackLabel/x21uc5sd/