Hello folks, today I will be sharing information on Web Scraping. Web scraping is simply the process of extracting content and data from a website. This post is only for Educational purpose❗
Prerequisite
👨💻 Nodejs
👨💻 Developer Tool knowledge (DevTools)
👨💻 Document Object Model knowledge
Let's Start
🥦 Make a new directory in my case nodescraping
and initiate a node js app
npm init -y
🎯 Result: Creates your package.json
file
🥦 Install dependencies
npm i express axios cheerio
🥦 Install Dev dependencies (for development purposes), nodemon restarts our node app automatically when files change..
npm i nodemon -save-dev
🥦 Edit your start script
"start": "node app.js ",
"dev:": "nodemon app.js"
🥦 create a file app.js
and import the packages
const axios = require('axios');
const cheerio = require('cheerio');
const express = require('express');
const port = process.env.PORT || 4000;
const app = express();
🥦 I will be using the axios
package to fetch the website. I will be using a site called Dev.to😁. Be at liberty to use any website of your choice. We will be scraping and exporting our result into a plain text file CSV
.
🥦 Right-click, to inspect the website to select elements (class, is) and their respective attributes (a, li).
🎯 This gives us the ability to inspect the classes we want to select.
🥦 I want to target the following. Blog title, link, author, and read the time.
Side note:
Always use .
before the class name you want to target.
axios.get('https://dev.to/')
.then(res => {
const $ = cheerio.load(res.data)
$('.crayons-story').each((index, element) => {
const blogTitle = $(element).find('.crayons-story__title').text()
}).catch(err => console.error(err))
In the logic above, i am target the child element of the class crayons-story.
The .text()
method is converting the result to text.
🥦 I repeated the whole process to select the Blog link, author, and read the time.
🥦 Final logic is:
const axios = require('axios');
const cheerio = require('cheerio');
const express = require('express');
require('dotenv').config();
const fs = require('fs');
const writeStream = fs.createWriteStream('devBlog.csv');
const port = process.env.PORT || 4000;
const app = express();
//write headers
writeStream.write(`author, BlogTitle, bloglink, readtime \n`);
axios.get('https://dev.to/')
.then(res => {
const $ = cheerio.load(res.data)
$('.crayons-story').each((index, element) => {
const author = $(element).find('.profile-preview-card__trigger').text().replace(/\s\s+/g, '')
const blogTitle = $(element).find('.crayons-story__title').text().replace(/\s\s+/g, '')
const blogLink = $(element).find('a').attr('href');
const readTime = $(element).find('.crayons-story__tertiary').text()
const dev = 'https://dev.to'
const joinedBlogLink = `${dev}` + `${blogLink}`;
writeStream.write(`Author: ${author}, \n Blog title is : ${blogTitle} ,\n Blog link: ${joinedBlogLink}, \n Blog read time : ${readTime} \n`);
});
}).catch(err => console.error(err))
//Listen to server
app.listen(port, () => {
console.log(`Server Established and running on Port ⚡${port}`)
})
View source code here: here
Notes and explanation
- fs module was used to write the final result into the devBlog.csv file
- \n equals to a new line
- .replace(/\s\s+/g, '') removes white spaces between the author's field.
- axios fetch markup data from the URL
- cheerio grabs the html data from the URL. Cheerio is a tool for parsing HTML and XML in Node.js.
- the cheerio.load method loads the website mark up and stores the value in the declared variable, in my case
$
-
.each
method loops through the selected elements.
🥦 Run server npm run dev
🎯 Result:
author, BlogTitle, bloglink, readtime
Author: Gracie Gregory (she/her),
The blog title is : What was your win this week? ,
Blog link: https://dev.to/devteam/what-was-your-win-this-week-5h25,
Blog read time : for Oct 8
1 min read
Author: Jeremy Friesen,
Blog title is : Trick or Treat, I've Joined the DEV Team ,
Blog link: https://dev.to/jeremyf/trick-or-treat-i-ve-joined-the-dev-team-4283,
Blog read time : Oct 8
5 min read
Author: Michael,
Blog title is : How To See Which Branch Your Teammate Is On In Android Studio ,
Blog link: https://dev.to/gitlive/how-to-see-which-branch-your-teammate-is-on-in-android-studio-2n3i,
Blog read time : for Oct 8
1 min read
Author: Iain Freestone,
Blog title is : 🚀10 Trending projects on GitHub for web developers - 8th October 2021 ,
Blog link: https://dev.to/iainfreestone/10-trending-projects-on-github-for-web-developers-8th-october-2021-102e,
Blog read time : Oct 8
3 min read
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Blog link: https://dev.to/txiocoder/django-cloud-task-queue-27g2,
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1 min read
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6 min read
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Blog link: https://dev.to/raquii/algo-logging-the-longest-substring-of-unique-characters-in-javascript-4i3,
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3 min read
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Blog title is : Working With Folders & Files In Ruby ,
Blog link: https://dev.to/shahershamroukh/working-with-folders-files-in-ruby-2l97,
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3 min read
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5 min read
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5 min read
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9 min read
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4 min read
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8 min read
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4 min read
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Blog link: https://dev.to/github/add-fuzzy-search-to-your-web-app-with-this-open-source-tool-22d7,
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6 min read
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Blog title is : Ship / Show / Ask With Reviewpad ,
Blog link: https://dev.to/reviewpad/ship-show-ask-with-reviewpad-47jh,
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5 min read
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Blog link: https://dev.to/shantanu_jana/random-gradient-generator-using-javascript-css-529c,
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6 min read
Author: Miles Watson,
Blog title is : URL Shortener with Rust, Svelte, & AWS (6/): Deploying to AWS ,
Blog link: https://dev.to/mileswatson/url-shortener-with-rust-svelte-aws-6-deploying-to-aws-2gi0,
Blog read time : Oct 8
4 min read
Author: Jon Deavers,
Blog title is : Publishing my first NPM package ,
Blog link: https://dev.to/lucsedirae/publishing-my-first-npm-package-200g,
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3 min read
Author: Anjan Shomooder,
Blog title is : CSS positions: Everything you need to know ,
Blog link: https://dev.to/thatanjan/css-positions-everything-you-need-to-know-2ng4,
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4 min read
Author: Alvaro Montoro,
Blog title is : Divtober Day 8: Growing ,
Blog link: https://dev.to/alvaromontoro/divtober-day-8-growing-1182,
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1 min read
Author: Jambang J,
Blog title is : Deploying an discordjs bot to Qovery ,
Blog link: https://dev.to/jambang067/deploying-an-discordjs-bot-to-qovery-51e,
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7 min read
Author: Sadee,
Blog title is : How to create responsive navbar {twitter clone} with HTML CSS ,
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Blog title is : Support The Sample Programs Repo This Hacktoberfest ,
Blog link: https://dev.to/renegadecoder94/support-the-sample-programs-repo-this-hacktoberfest-42ad,
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5 min read
Author: Sebastian Rindom,
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7 min read
Author: Shalvah,
Blog title is : A practical tracing journey with OpenTelemetry on Node.js ,
Blog link: https://dev.to/shalvah/a-practical-tracing-journey-with-opentelemetry-on-node-js-5706,
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16 min read
Author: Kingsley Ubah,
Blog title is : How to build an Accordion Menu using HTML, CSS and JavaScript ,
Blog link: https://dev.to/ubahthebuilder/how-to-build-an-accordion-menu-using-html-css-and-javascript-3omb,
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6 min read
Author: mike1237,
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3 min read
Author: Prosper Yong,
Blog title is : Get Paid Writing ,
Blog link: https://dev.to/yongdev/get-paid-writing-2i2j,
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1 min read
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5 min read
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2 min read
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Blog title is : About bitwise operations ,
Blog link: https://dev.to/webreflection/about-bitwise-operations-29mm,
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10 min read
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4 min read
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3 min read
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Blog title is : Easiest way to create a ChatBOT from Level 0 ,
Blog link: https://dev.to/silvenleaf/easiest-way-to-create-a-chatbot-from-level-0-31pf,
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6 min read
Author: whykay 👩🏻💻🐈🏳️🌈 (she/her),
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Blog link: https://dev.to/europython/new-europython-fellows-2ob2,
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1 min read
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Author: Zack DeRose,
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Blog title is : Hacktoberfest Week 1 ,
Blog link: https://dev.to/antoniobennett/hacktoberfest-week-1-4ebc,
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2 min read
Author: ZigRazor,
Blog title is : Hacktoberfest Beginners and Advanced Repos to Contribute to ,
Blog link: https://dev.to/zigrazor/hacktoberfest-beginners-and-advanced-repos-to-contribute-to-p1,
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1 min read
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2 min read
Author: Kavindu Santhusa,
Blog title is : Top 10 trending github repos of the week💜. ,
Blog link: https://dev.to/ksengine/top-10-trending-github-repos-of-the-week-k7,
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1 min read
Author: Andre Willomitzer,
Blog title is : OpenAQ - My first open source PR :) ,
Blog link: https://dev.to/andrewillomitzer/openaq-my-first-open-source-pr-3k32,
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2 min read
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Blog title is : Observables Or Promises ,
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Blog read time : Oct 8
9 min read
Author: Amador Criado,
Blog title is : How to enable versioning in Amazon S3 ,
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2 min read
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8 min read
Conclusion:
This is a quick guide on how to scrape websites, there are other packages that can be used to perform the same function such as puppeteer, fetch, request and so on.
Reference
Web scraping by Thomas W.Smith
Web scraping by Traversy Media
Cheerio Docs
Thanks for reading
Top comments (11)
Thanks for putting this together Abayomi.
I am glad you found it useful
For dynamic content this not works :)
try to use selenium webdriver, this will work perfectly
Thanks for your contribution
Hi, please how did this come about: require('dotenv').config()?
It is giving me error of module not found
You will install it. npm install dotenv
Thanks Abayomi.
You are welcome
How can I get data in the next page if that page has pagination? Thanks for your article!
Thanks for the feedback will read on it