I am trying to create a bar chart in angular using chart.js and angular. I want to display the disaters vs area. with the type of disaster ( earthquake, hurricane, storm...etc) on the x-axis and area (as in location) on the y-axis. However, the area data is string and does not work when trying to plot a bar graph as it requires numbers. I am reading the data as follows:
ngOnInit(): void {
this.chartService.noOfEqu().subscribe((res) => {
let area = res.map((res) => res.area);
let disaster = res.map((res) => res.disasterNature);
new Chart('disasterCanvas', {
type: 'bar',
data: {
labels: disaster,
datasets: [
{
data: area,
label: 'area',
backgroundColor: '#A121D5',
},
],
},
options: {
plugins: {
legend: {
display: true,
},
},
scales: {
x: {
ticks: {
display: true,
},
},
y: {
ticks: {
display: true,
},
},
},
},
});
});
}
}
Where let area = res.map((res) => res.area); is the area variable.
I want to know what is the best way to structure the data to be entered into the graph.
The disaster data that is logged is:
and the area data :
How can i structure the area such that it counts how much areas that a disaster has occured and plot it on the bar chart? Thank you in advance...if there is anything i can clarify please let me know in the comments
Also is there another way to display this data besides tallying the string data?
You need to add a labels array to the scale and set the type to category to use string data:
const options = {
type: 'bar',
data: {
labels: ["Earthquake", "Tornade", "Flood"],
datasets: [{
label: '# of Votes',
data: ['Paris', 'Berlin', 'London'],
backgroundColor: 'pink'
}]
},
options: {
scales: {
y: {
type: 'category',
reverse: true,
labels: ['', 'London', 'Paris', 'Berlin']
}
}
}
}
const ctx = document.getElementById('chartJSContainer').getContext('2d');
new Chart(ctx, options);
<body>
<canvas id="chartJSContainer" width="600" height="400"></canvas>
<script src="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/3.7.1/chart.js"></script>
</body>