Scrap an Instagram’s post’s author; a gentle introduction to web scraping in Node.js
Important note: Whatever it says at the top, this is not a 70 minutes read. Unless you insist on reading a whole lot of machine-generated Instagram HTML. In which case, to each his / her / their own.
Wether it's because a service didn't have an API, or simply because it was way simpler, I've often had to rely on scraping to get my job done.
In the past, I've used Dexi to do this and would definitely recommend it if you ever need to setup some complex scraping ETL pipeline, with some reliability imperatives and / or constrained resources (such as... working on something alone, or with only one other person), if you can afford to.
But I often can't afford it. Or the problem is so simple it wouldn't be worth it. This is the case here; we just want to get an Instagram post's author's username.
Overview
For this, we'll be using two well-know Node.js packages: request (or, rather, request-promise-native to get rid of those pesky callbacks) and cheerio. The first one to get the post's page, the second one to parse it and extract the author's username.
Implementation
Setup
Install both packages from npm
npm install request request-promise-native cheerioGetting the page
Nothing out of the ordinary here; we're simply using request to GET the post's webpage. The functions is quite simple: it takes a url and returns a promise.
import request from 'request-promise-native';
const getPageFromUrl = (url: string) => {
return request(
url,
{
headers: {
'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_13_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/67.0.3396.99 Safari/537.36'
}
});
}import request from 'request-promise-native';
const getPageFromUrl = (url: string) => {
return request(
url,
{
headers: {
'accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8',
'accept-encoding': 'gzip, deflate, br',
'cache-control': 'max-age=0',
'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_13_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/67.0.3396.99 Safari/537.36'
}
});
}Extracting the author's username
First, load the page into cheerio
import * as cheerio from 'cheerio';
/* Create the base function to be ran */
const getUsernameFromPost = async (postPage: any): Promise<string> => {
/* Load the page into cheerio */
const $ = cheerio.load(postPage);
}If you use your browser's inspection tools, or you favorite REST client (such as Postman or Paw), to make a GET request on an Instagram post's page (such as https://www.instagram.com/p/...), you'll get something a bunch of HTML similar to this (skip long bunch of HTML here).
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Spotr on Instagram: “Vous avez été 4 500 à venir exprimer votre créativité dans l’enceinte emblématique du Grand Palais. Aujourd’hui, c’est grâce à vous que…”
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Sifting through the noise
It's quite a mouthful, but since we know our author's username (spotr.app in this example) we can simply sift through all that noise by searching for the username in the body.
As you can see if you try it out, the username appears in two places: in a meta tag, as natural language, and in some json located in the body's 4th <script> tag, copied below as a reference.
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the script tag using cheerio
So let's get this tag using cheerio.
import * as cheerio from 'cheerio';
/* Create the base function to be ran */
const getUsernameFromPost = async (postPage: any): Promise<string> => {
/* Load the page into cheerio */
const $ = cheerio.load(postPage);
/* Get the html page's 4th script, which contains the json we're looking for */
const script = $('script').eq(4).html();
if (script === null) {
throw new Error("Script not found")
}
}Next, we use a regex to extract the json we're interested in from that mess: /window._sharedData = (.+);/g. The data we're looking for will be in the regex's second matching group. If you want to try it out yourself, I saved it along with an example at regex101.com.
import * as cheerio from 'cheerio';
/* Create the base function to be ran */
const getUsernameFromPost = async (postPage: any): Promise<string> => {
/* Load the page into cheerio */
const $ = cheerio.load(postPage);
/* Get the html page's script which contains the json we're looking for */
const script = $('script').eq(4).html();
if (script === null) {
throw new Error("Script not found")
}
/* Get our data from the script */
const regexResult = /window\._sharedData = (.+);/g.exec(script)
if (regexResult === null || regexResult.length < 2) {
throw new Error("Failed scraping username from instagram post")
}
}{
...
"entry_data": {
"PostPage": [{
"graphql": {
"shortcode_media": {
...
"owner": {
"id": "4140221395",
"is_verified": false,
"profile_pic_url": "https://scontent-cdt1-1.cdninstagram.com/v/t51.2885-19/s150x150/68670639_2588447134534264_5778458028059656192_n.jpg?_nc_ht=scontent-cdt1-1.cdninstagram.com\u0026_nc_ohc=oJROIPj0cPIAX9ncoWJ\u0026oh=dab1897676a727765b268bffebd40d8e\u0026oe=5E9CC818",
"username": "spotr.app",
"blocked_by_viewer": false,
"followed_by_viewer": false,
"full_name": "Spotr",
"has_blocked_viewer": false,
"is_private": false,
"is_unpublished": false,
"requested_by_viewer": false
},
...
}
}
}]
},
...
}There is still a lot of data we don't have any use for. Let's parse our JSON, only keep what we need using object destructuring, and finally return the author's username!
import * as cheerio from 'cheerio';
/* Create the base function to be ran */
const getUsernameFromPost = async (postPage: any): Promise<string> => {
/* Load the page into cheerio */
const $ = cheerio.load(postPage);
/* Get the proper script of the html page which contains the json */
const script = $('script').eq(4).html();
if (script === null) {
throw new Error("Script not found")
}
/* Get our data from the script */
const regexResult = /window\._sharedData = (.+);/g.exec(script)
if (regexResult === null || regexResult.length < 2) {
throw new Error("Failed scraping username from instagram post")
}
const data = regexResult[1]
/* Get the post's author's username from the data */
const {
entry_data: {
PostPage : {
[0] : {
graphql : {
shortcode_media: { owner: { username } }
}
}
}
}
} = JSON.parse(data);
/* Output the data */
return username as string;
}All together
It may seem like a lot, but it's only really ~50 lines of 'code'.
import request from 'request-promise';
import * as cheerio from 'cheerio';
const getPageFromUrl = (url: string): request.RequestPromise => {
return request(
url,
{
headers: {
'accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8',
'accept-encoding': 'gzip, deflate, br',
'accept-language': 'en-US,en;q=0.9,fr;q=0.8,ro;q=0.7,ru;q=0.6,la;q=0.5,pt;q=0.4,de;q=0.3',
'cache-control': 'max-age=0',
'upgrade-insecure-requests': '1',
'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_13_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/67.0.3396.99 Safari/537.36'
}
});
}
const extractUsernameFromPage = async (postPage: any): Promise<string> => {
const $ = cheerio.load(postPage);
const script = $('script').eq(4).html();
if (script === null) {
throw new Error("Script not found")
}
const regexResult = /window\._sharedData = (.+);/g.exec(script)
if (regexResult === null || regexResult.length < 2) {
throw new Error("Failed scraping username from instagram post")
}
const data = regexResult[1]
const {
entry_data: {
PostPage : {
[0] : {
graphql : {
shortcode_media: { owner: {username} }
}
}
}
}
} = JSON.parse(data);
return username as string;
}
export default {
getUsernameFromPost: (postUrl: string) => getPageFromUrl(postUrl).then(extractUsernameFromPage)
}Thanks
I'd like to thank Grohs Fabian for his Scraping Instagram Profile Data with NodeJs post and code. I knew nothing of cheerio before reading that. So, thank you!
Parting words
I am not a lawyer, or anything even remotely related, but please exercise your best judgement while scraping the web, and keep in mind that scraping may or may not be legal, depending on your country, the website, the specific data you are scraping, and your knowledge of wether or not said data is intended to be publicly available (you can get fined in France for accessing and downloading publicly available, Google-indexed data, via Google - in French).
Finally, thank you for reading this post! I hope you enjoyed reading it. As always, should you have any question or suggestion, get in touch with me on Twitter! I'll glady help with the former, and act on the latter.
Have a great day!