Yelp API is not pulling all items it should be pulling

Python
1

I just got through the Yelp API section with looking at barbers in NYC. I changed the location to Chicago and term to a few different attempts ( food, restaurant, restaurants) and a rating of over 4.0. I know it is not giving me all the restaurants that fit that as I looked up some restaurants in Chicago on yelp that had greater than 4.0 rating but weren’t showing up in the results. Anyone have any idea why?

2

if looking at the code helps, this is what it looks like coming from the course:

import requests
url = "https://api.yelp.com/v3/businesses/search"
api_key = "(insert code here)"
headers = {
    "Authorization": "Bearer " + api_key
}
params = {
    "term": "restaurant",
    "location": "Chicago"
}
response = requests.get(url, headers= headers, params=params)

businesses = response.json()["businesses"]
names = [business["name"] for business in businesses if business["rating"] > 4.0]
print(names)