Instascraper

instascraper.py

from instascrape import *
#import instascrape
headers = {
    "user-agent": "Mozilla/5.0 (Linux; Android 6.0; Nexus 5 Build/MRA58N) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/87.0.4280.88 Mobile Safari/537.36 Edg/87.0.664.57",
    "cookie":"sessionid=1573657342%3ACjfOyxQ2XdWAOx%3A0"
}
hashtag = Hashtag("https://www.instagram.com/explore/tags/abujarestaurant")

hashtag.scrape(headers=headers)

recent_post = hashtag.get_recent_posts(71)

for post in recent_post:
    url = post.shortcode

part2.py

from instascrape import *
from bs4 import BeautifulSoup
import requests
headers = {
    "user-agent": "Mozilla/5.0 (Linux; Android 6.0; Nexus 5 Build/MRA58N) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/87.0.4280.88 Mobile Safari/537.36 Edg/87.0.664.57",
    "cookie":"sessionid=1573657342%3AIscEn69vCI05Bp%3A3"
}
hashtag = Hashtag("https://www.instagram.com/explore/tags/abujarestaurant")

hashtag.scrape(headers=headers)

recent_post = hashtag.get_recent_posts(71)

for post in recent_post:
    url = post.shortcode
    fmt_url = "https://instagram.com/p/"+url
    caption = post.caption
    username = post.username
    print(caption,username,caption)

    # req = requests.get(url, headers)
    # soup = BeautifulSoup(req.content, 'html.parser')
    # print(soup.prettify())