Best cuisines: setup code

bestcuisines_setup.py

# Define the dependencies
import pandas as pd
import requests
import matplotlib as mpl
import matplotlib.pyplot as plt
%matplotlib inline
mpl.style.use(['seaborn'])

# Foursquare API credentials and endpoint
CLIENT_ID = # your client ID
CLIENT_SECRET = # your client secret
VERSION = '20200616' # put today's date
URL = 'https://api.foursquare.com/v2/venues/explore?&client_id={}&client_secret={}&v={}&limit={}'.format(CLIENT_ID, CLIENT_SECRET, VERSION, 5000)

# List of cities to be explored
cities = ["New York, USA", "Tokyo, Japan", "Hong Kong" , "Sydney, Australia", "Barcelona, Spain", "Paris, France", "Moscow, Russia", "Buenos Aires, Argentina", "Mexico DF"]

# List of international cuisines (extracted from https://developer.foursquare.com/docs/build-with-foursquare/categories/)
cuisines = {
    'Afghan': '503288ae91d4c4b30a586d67', 
    'African': '4bf58dd8d48988d1c8941735', 
    'American': '4bf58dd8d48988d14e941735', 
    'Burmese': '56aa371be4b08b9a8d573568', 
    'Cambodian': '52e81612bcbc57f1066b7a03', 
    'Chinese': '4bf58dd8d48988d145941735', 
    'Filipino': '4eb1bd1c3b7b55596b4a748f', 
    'Himalayan': '52e81612bcbc57f1066b79fb', 
    'Indonesian': '4deefc054765f83613cdba6f', 
    'Japanese': '4bf58dd8d48988d111941735', 
    'Korean': '4bf58dd8d48988d113941735', 
    'Malay': '4bf58dd8d48988d156941735', 
    'Mongolian': '4eb1d5724b900d56c88a45fe', 
    'Thai': '4bf58dd8d48988d149941735', 
    'Tibetan': '52af39fb3cf9994f4e043be9', 
    'Vietnamese': '4bf58dd8d48988d14a941735', 
    'Australian': '4bf58dd8d48988d169941735', 
    'Austrian': '52e81612bcbc57f1066b7a01', 
    'Bangladeshi': '5e179ee74ae8e90006e9a746', 
    'Belgian': '52e81612bcbc57f1066b7a02', 
    'Caribbean': '4bf58dd8d48988d144941735', 
    'Caucasian': '5293a7d53cf9994f4e043a45', 
    'Czech': '52f2ae52bcbc57f1066b8b81', 
    'Dutch': '5744ccdfe4b0c0459246b4d0', 
    'Belarusian': '52e928d0bcbc57f1066b7e97', 
    'Bosnian': '58daa1558bbb0b01f18ec1ee', 
    'Bulgarian': '56aa371be4b08b9a8d5734f3', 
    'Romanian': '52960bac3cf9994f4e043ac4', 
    'Tatar': '52e928d0bcbc57f1066b7e98', 
    'English': '52e81612bcbc57f1066b7a05', 
    'French': '4bf58dd8d48988d10c941735', 
    'German': '4bf58dd8d48988d10d941735', 
    'Greek': '4bf58dd8d48988d10e941735', 
    'Hawaiian': '52e81612bcbc57f1066b79fe', 
    'Hungarian': '52e81612bcbc57f1066b79fa', 
    'Indian': '4bf58dd8d48988d10f941735', 
    'Italian': '4bf58dd8d48988d110941735', 
    'Salvadoran': '5745c7ac498e5d0483112fdb', 
    'Argentinian': '4bf58dd8d48988d107941735', 
    'Brazilian': '4bf58dd8d48988d16b941735', 
    'Colombian': '58daa1558bbb0b01f18ec1f4', 
    'Peruvian': '4eb1bfa43b7b52c0e1adc2e8', 
    'Venezuelan': '56aa371be4b08b9a8d573558', 
    'Moroccan': '4bf58dd8d48988d1c3941735', 
    'Mexican': '4bf58dd8d48988d1c1941735', 
    'Egyptian': '5bae9231bedf3950379f89e1', 
    'Iraqi': '5bae9231bedf3950379f89e7', 
    'Israeli': '56aa371be4b08b9a8d573529', 
    'Kurdish': '5744ccdfe4b0c0459246b4ca', 
    'Lebanese': '58daa1558bbb0b01f18ec1cd', 
    'Persian': '52e81612bcbc57f1066b79f7', 
    'Syrian': '5bae9231bedf3950379f89da', 
    'Yemeni': '5bae9231bedf3950379f89ea', 
    'Pakistani': '52e81612bcbc57f1066b79f8', 
    'Polish': '52e81612bcbc57f1066b7a04', 
    'Portuguese': '4def73e84765ae376e57713a', 
    'Russian': '5293a7563cf9994f4e043a44', 
    'Scandinavian': '4bf58dd8d48988d1c6941735', 
    'Scottish': '5744ccdde4b0c0459246b4a3', 
    'Slovak': '56aa371be4b08b9a8d57355a', 
    'Spanish': '4bf58dd8d48988d150941735', 
    'Sri Lankan': '5413605de4b0ae91d18581a9', 
    'Swiss': '4bf58dd8d48988d158941735', 
    'Turkish': '4f04af1f2fb6e1c99f3db0bb', 
    'Ukranian': '52e928d0bcbc57f1066b7e96'
}

# Local cuisine on each city
city_local_cuisines = {
    "New York, USA": "American",
    "Tokyo, Japan": "Japanese",
    "Hong Kong": "Chinese",
    "Sydney, Australia": "Australian",
    "Barcelona, Spain": "Spanish",
    "Paris, France": "French",
    "Moscow, Russia": "Russian",
    "Buenos Aires, Argentina": "Argentinian",
    "Mexico DF": "Mexican"
}