This content originally appeared on HackerNoon and was authored by Kate Glushenko
Creating dynamic stock charts can be an exciting way to visualize stock market data in real-time. React.js, with its component-based architecture, is perfect for building such interactive applications. In this article, we'll walk through creating dynamic stock charts using React.js and a popular charting library called react-chartjs-2 (https://www.npmjs.com/package/react-chartjs-2).
Prerequisites
Before we start, make sure you have the following installed on your machine:
Step 1: Set Up Your React App
First, create a new React application using Create React App:
npx create-react-app stock-chart
cd stock-chart
Step 2: Install Dependencies
We'll need react-chartjs-2 and chart.js to create our charts. Install these packages:
npm install react-chartjs-2 chart.js
Step 3: Fetching Stock Data
To fetch stock data, we'll use the Yahoo API.
\
Create a file named StockService.js to handle API requests:
// src/StockService.js
import axios from 'axios';
const API_URL = 'https://query1.finance.yahoo.com/v8/finance/chart/';
export const fetchStockData = async (symbol) => {
const response = await axios.get(`${API_URL}${symbol}?interval=1d&range=1mo`);
return response.data.chart.result[0];
};
Step 4: Create the Chart Component
Now, let's create a StockChart.js component to display our stock data:
// src/StockChart.js
import React, { useEffect, useState } from 'react';
import { Line } from 'react-chartjs-2';
import { fetchStockData } from './StockService';
const StockChart = ({ symbol }) => {
const [chartData, setChartData] = useState({});
useEffect(() => {
const getStockData = async () => {
const data = await fetchStockData(symbol);
const chartData = {
labels: Object.keys(data),
datasets: [
{
label: `${symbol} Stock Price`,
data: Object.values(data).map(d => d['4. close']),
borderColor: 'rgba(75,192,192,1)',
backgroundColor: 'rgba(75,192,192,0.2)',
},
],
};
setChartData(chartData);
};
getStockData();
}, [symbol]);
return (
<div>
<h2>{symbol} Stock Chart</h2>
<Line data={chartData} />
</div>
);
};
export default StockChart;
Step 5: Integrate the Chart Component in App.js
Now, we'll use the StockChart component in our App.js file:
// src/App.js
import React, { useState } from 'react';
import StockChart from './StockChart';
const App = () => {
const [symbol, setSymbol] = useState('AAPL');
const handleChange = (e) => {
setSymbol(e.target.value.toUpperCase());
};
return (
<div className="App">
<header className="App-header">
<h1>Stock Market Chart</h1>
<input
type="text"
value={symbol}
onChange={handleChange}
placeholder="Enter stock symbol (e.g., AAPL)"
/>
<StockChart symbol={symbol} />
</header>
</div>
);
};
export default App;
Step 6: Styling the App
Add some basic styling to App.css:
/* src/App.css */
.App {
text-align: center;
}
.App-header {
background-color: #282c34;
min-height: 100vh;
display: flex;
flex-direction: column;
align-items: center;
justify-content: center;
font-size: calc(10px + 2vmin);
color: white;
}
input {
margin: 20px;
padding: 10px;
font-size: 16px;
}
Step 7: Running the Application
Finally, run your application:
npm start
\
Open your browser and navigate to http://localhost:3000. You should see an input field to enter a stock symbol and a dynamic stock chart displaying the selected stock's price data.
Conclusion
In this tutorial, we created a dynamic stock market chart using React.js and react-chartjs-2. By leveraging the Yahoo Finance API, we fetched real-time stock data and visualized it using a line chart. This setup can be expanded with more features such as additional chart types, more detailed data analysis, and better error handling.
\ This project can also be integrated into a larger application such as a stock screener or a stock price prediction tool, providing users with powerful insights and interactive visualizations. Happy coding!
This content originally appeared on HackerNoon and was authored by Kate Glushenko
Kate Glushenko | Sciencx (2024-08-01T13:10:45+00:00) How to Create Dynamic Stock Charts in React.js. Retrieved from https://www.scien.cx/2024/08/01/how-to-create-dynamic-stock-charts-in-react-js/
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