Issue with scraping zomato.com - beautifulsoup

Question

I cannot iterate through the list of restaurants.
Here is a quick video demonstrating my issue: https://streamable.com/vorg7
import requests
from bs4 import BeautifulSoup
headers = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/61.0.3163.100 Safari/537.36'}
response = requests.get("https://www.zomato.com/san-francisco/restaurants?q=restaurants&page=1",headers=headers)
content = response.content
bs = BeautifulSoup(content,"html.parser")
zomato_containers = bs.find("div", {"class": "ui cards"})
restaurant_title = zomato_containers[1].find("a", {"class": "result-title hover_feedback zred bold ln24 fontsize0 "}).text
print("restaurant_title: ", restaurant_title)
I expect Python to state that there are 15 restaurants in 1 page, but I am getting 39.

Answer 1

I just changed the class you use to find your results, and used a find_all method to get all the snippet cards, and I've found 15 restaurants:
CODE:
import requests
from bs4 import BeautifulSoup as soup
headers = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/61.0.3163.100 Safari/537.36'}
response = requests.get("https://www.zomato.com/san-francisco/restaurants?q=restaurants&page=1",headers=headers)
bs = soup(response.text,"html.parser")
zomato_containers = bs.find_all("div", {"class": "search-snippet-card"})
print(len(zomato_containers))
for zc in zomato_containers:
restaurant_title = zc.find("a", {"class": "result-title"})
print("restaurant_title: ", restaurant_title.get_text())
RESULT:
15
restaurant_title: Delfina
restaurant_title: Boudin Bakery
restaurant_title: In-N-Out Burger
restaurant_title: Hollywood Cafe
restaurant_title: The Slanted Door
restaurant_title: Tartine Bakery
restaurant_title: The Original Ghirardelli Ice Cream and Chocolate...
restaurant_title: The Cheesecake Factory
restaurant_title: Scoma's
restaurant_title: Boulevard
restaurant_title: Foreign Cinema
restaurant_title: Zuni Café
restaurant_title: Brenda's French Soul Food
restaurant_title: Gary Danko
restaurant_title: Hog Island Oyster Company