I am creating a cryptocurrency price tracker with React. I am using axios to make API requests and get information about the price history of different cryptocurrencies. This works fine, but when I am creating the chart with ChartJS, the chart only shows one value, even though I have thousands. Anyone know how to fix this? Big thanks in advance.
Here is my code for the chart component:
import Chartjs from "chart.js";
import axios from "axios";
import { historyOptions } from "../../chartConfigs/chartConfigs";
const HistoryChart = ({ coinId }) => {
const [timeLength, setTimeLength] = useState(30);
const chartRef = useRef();
const [timeSeriesData, setTimeSeriesData] = useState([]);
useEffect(() => {
const timeSeriesDataArray = [];
axios.get(`https://api.coingecko.com/api/v3/coins/${coinId}/market_chart?vs_currency=usd&days=${30}`)
.then(response => {
response.data.prices.forEach(element => {
timeSeriesDataArray.push(
{
t: element[0],
y: element[2].toFixed(2)
}
)
})
setTimeSeriesData(timeSeriesDataArray)
})
.catch(error => console.log(error))
}, [coinId, timeLength])
useEffect(() => {
if (chartRef && chartRef.current) {
const chartInstance = new Chartjs(chartRef.current,{
type: 'line',
data: {
datasets: [{
label: "Price",
data: timeSeriesData,
backgroundColor: "rgba(174, 374, 194, 0.5)",
borderColor: "rgba(174, 374, 194, 0.4)",
pointRadius: 0,
borderWidth: 1
}]
},
options: historyOptions
})
}
}, [timeSeriesData])
return (
<div className="history-chart-container">
<canvas ref={chartRef} id="history-chart" width={1200} height={500}></canvas>
</div>
)
}
export default HistoryChart
Here is my code for the chart options (historyOptions):
lineHeighAnnotation: {
always: true,
hover: false,
lineHeight: 1.5
},
animation: {
duration: 2000
},
maintainAspectRatio: false,
responsive: true,
scales: {
xAxes: {
type: "time",
distribution: "linear",
}
}
}```
[1]: https://i.stack.imgur.com/e7g4P.png
[2]: https://i.stack.imgur.com/t4YIa.png
This could be fixed by changing your line chart into a scatter chart.
const chartInstance = new Chartjs(chartRef.current,{
type: 'scatter',
...
To still get the lines drawn between the data points, you need to define the option showLine: true
on the dataset.
datasets: [{
label: "Price",
showLine: true,
...
}]
UPDATE
You should also make sure to update the chart when new data is added and the chart already exists. Not knowing much about react.js, you could make chartInstance
a global variable and proceed as follows:
if (chartRef && chartRef.current) {
chartInstance = new Chartjs(chartRef.current,{
type: 'line',
...
} else {
chartInstance.update();
}
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