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Abayomi Ogunnusi
Abayomi Ogunnusi

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Web Scraping using axios and Cheerio

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 purposeโ—

scraping

Prerequisite

๐Ÿ‘จโ€๐Ÿ’ป Nodejs
๐Ÿ‘จโ€๐Ÿ’ป Developer Tool knowledge (DevTools)
๐Ÿ‘จโ€๐Ÿ’ป Document Object Model knowledge


Let's Start

๐Ÿฅฆ Make a new directory in my case nodescraping and initiate a node js app
npm init -y

pik1

๐ŸŽฏ Result: Creates your package.json file pik2

๐Ÿฅฆ Install dependencies
npm i express axios cheerio
pik3

๐ŸŽฏ Result:
pik 4

๐Ÿฅฆ Install Dev dependencies (for development purposes), nodemon restarts our node app automatically when files change..
npm i nodemon -save-dev

๐ŸŽฏ Result:
pik6

๐Ÿฅฆ Edit your start script



  "start": "node app.js ",
   "dev:": "nodemon app.js"


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๐ŸŽฏ Result:
pik7


๐Ÿฅฆ 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();


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๐Ÿฅฆ I will be using the axios package to fetch the website. I will be using a site called Dev.to๐Ÿ˜. Be at liberty to use any website of your choice. We will be scraping and exporting our result into a plain text file CSV.


๐Ÿฅฆ Right-click, to inspect the website to select elements (class, is) and their respective attributes (a, li).
pik1

๐ŸŽฏ This gives us the ability to inspect the classes we want to select.

๐Ÿฅฆ I want to target the following. Blog title, link, author, and read the time.
pik2


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))


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In the logic above, i am target the child element of the class crayons-story.

The .text() method is converting the result to text.

๐Ÿฅฆ I repeated the whole process to select the Blog link, author, and read the time.


๐Ÿฅฆ 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 โšก${port}`)
})


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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.

๐Ÿฅฆ Run server npm run dev

๐ŸŽฏ 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

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Blog read time : for Oct 8
1 min read

Author: Iain Freestone,
Blog title is : ๐Ÿš€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,
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3 min read

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3 min read

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9 min read

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8 min read

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4 min read

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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 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,
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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

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4 min read

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Blog title is : Divtober Day 8: Growing ,
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1 min read

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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)

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rahulpar profile image
Rahul Parakkat

Thanks for putting this together Abayomi.

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drsimplegraffiti profile image
Abayomi Ogunnusi

I am glad you found it useful

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pastuh profile image
pastuh

For dynamic content this not works :)

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sadevapp profile image
sadevapp

try to use selenium webdriver, this will work perfectly

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drsimplegraffiti profile image
Abayomi Ogunnusi

Thanks for your contribution

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anatugreen profile image
Anaturuchi

Hi, please how did this come about: require('dotenv').config()?
It is giving me error of module not found

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drsimplegraffiti profile image
Abayomi Ogunnusi

You will install it. npm install dotenv

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anatugreen profile image
Anaturuchi

Thanks Abayomi.

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drsimplegraffiti profile image
Abayomi Ogunnusi

You are welcome

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minhhunghuynh1106 profile image
igdev • Edited

How can I get data in the next page if that page has pagination? Thanks for your article!

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drsimplegraffiti profile image
Abayomi Ogunnusi

Thanks for the feedback will read on it