What is Web Scraping in Node.js ?
Last Updated :
29 Jul, 2024
Web scraping is the automated process of extracting data from websites. It involves using a script or a program to collect information from web pages, which can then be stored or used for various purposes such as data analysis, research, or application development. In Node.js, web scraping is commonly performed using libraries and tools that facilitate HTTP requests and HTML parsing.
Why Use Web Scraping?
- Data Collection: Gather data from multiple sources for research, analysis, or machine learning.
- Market Research: Track competitors' pricing and product details.
- Content Aggregation: Compile information from different websites into a single platform.
- Automation: Automate repetitive tasks like checking website updates.
Tools and Libraries for Web Scraping in Node.js
Here are some popular tools and libraries used for web scraping in Node.js:
- Axios: For making HTTP requests.
- Cheerio: For parsing and manipulating HTML.
- Puppeteer: For scraping JavaScript-heavy websites using a headless browser.
- Node-fetch: A lightweight HTTP request library.
- Request-promise: A promise-based HTTP request library.
Puppeteer
In Node.js, there are many modules for Web Scraping but one of the easy-to-implement & popular modules is Puppeteer. Puppeteer provides many methods that make the whole process of Web Scraping & Web Automation much easier. We can install this module in our project directory by typing the command.
npm install puppeteer
Installation Steps
Step 1: Make a folder structure for the project.
mkdir myapp
Step 2:Â Navigate to the project directory
cd myapp
Step 3: Initialize the NodeJs project inside the myapp folder.
npm init -y
Step 4: Install the required dependencies by the following command:
npm install puppeteer
The updated dependencies in package.json file will look like:
"dependencies": {
"puppeteer": "^22.12.1"
}
Step 5: Make an async function
async function webScraper() {
...
};
webScraper();
Step 6: Inside the function, create two constants, first is a browser const that is used to launch Puppeteer, and the second is a page const that is used to browse & open a new page for scraping purposes.
async function webScraper() {
const browser = await puppeteer.launch({})
const page = await browser.newPage()
};
webScraper();
Step 7: Using the goto method, open the website which we want to scrape, then select the element that text we want, then extract text from that element & log the text into the console.
await page.goto(
'https://www.geeksforgeeks.org/explain-the-mechanism-of-event-loop-in-node-js/')
let element = await page.waitFor("h1")
let text = await page.evaluate(element => element.textContent, element)
console.log(text)
browser.close()
Example: Implementation to show web scraping in Node.js
JavaScript
// app.js
const puppeteer = require('puppeteer');
async function webScraper() {
const browser = await puppeteer.launch({})
const page = await browser.newPage()
await page.goto(
'https://www.geeksforgeeks.org/explain-the-mechanism-of-event-loop-in-node-js/')
let element = await page.waitFor("h1")
let text = await page.evaluate(
element => element.textContent, element)
console.log(text)
browser.close()
};
webScraper();
Step to run the application: Open the terminal and type the following command.
node app.js
Output:
Similar Reads
Web Scraping in Java With Jsoup
Web scraping meÂans the process of extracting data from websites. It's a valuable method for collecting data from the various online sources. Jsoup is a Java library that makes handling HTML conteÂnt easier. Let's leÂarn how to build a basic web scraper with Jsoup. PrerequisitesHere's what you neÂe
3 min read
What is REST API in NodeJS?
NodeJS is an ideal choice for developers who aim to build fast and efficient web applications with RESTful APIs. It is widely adopted in web development due to its non-blocking, event-driven architecture, making it suitable for handling numerous simultaneous requests efficiently. But what makes Node
7 min read
What is WebTorrent and how to use it in Node.js ?
WebTorrent in Node.js allows server-side applications to interact with torrents, enabling downloading, seeding, and streaming of files directly from the command line or within Node.js applications using peer-to-peer technology. What is WebTorrent?WebTorrent is a streaming torrent client for the web
6 min read
Web Scraping Without Getting Blocked
Web Scraping refers to the process of scraping/extracting data from a website using the HTTP protocol or web browser. The process can either be manual or it can be automated using a bot or a web crawler. Also, there is a misconception about web scraping being illegal, the truth is that it is perfect
7 min read
Node.js Securing Apps with Helmet.js
Helmet.js is a Node.js module that helps in securing HTTP headers. It is implemented in express applications. Therefore, we can say that helmet.js helps in securing express applications. It sets up various HTTP headers to prevent attacks like Cross-Site-Scripting(XSS), clickjacking, etc. Why securit
4 min read
How to Scrape a Website Using Puppeteer in Node.js ?
Puppeteer is a Node.js library that provides a high-level API to control headless Chrome or Chromium over the DevTools Protocol. It allows automating, testing, and scraping of web pages over a headless/headful browser. Installing Puppeteer: To use Puppeteer, you must have Node.js installed. Then, Pu
2 min read
How to scrape the web data using cheerio in Node.js ?
Node.js is an open-source and cross-platform environment that is built using the chrome javascript engine. Node.js is used to execute the javascript code from outside the browser. Cheerio: Its working is based on jQuery. It's totally working on the consistent DOM model. Cheerio is used for scraping
2 min read
How to not get caught while web scraping ?
In this article, we are going to discuss how to not get caught while web scraping. Let's look at all such alternatives in detail: Robots.txtIt is a text file created by the webmaster which tells the search engine crawlers which pages are allowed to be crawled by the bot, so it is better to respect r
5 min read
Introduction to Web Scraping
Web scraping is a technique to fetch data from websites. While surfing on the web, many websites prohibit the user from saving data for personal use. This article will brief you about What is Web Scraping, Uses, Techniques, Tools, and challenges of Web Scraping. Table of Content What is Web Scraping
6 min read
What is Parsel in Python?
Parsel is a library of Python which is designed for extracting and processing data from HTML and XML documents. It is widely used for web scraping and data extraction. It provides a simple and intuitive API for querying and parsing web content. It supports both XPath and CSS selectors to make it a v
4 min read