Cocktail graph visualization - Old Fashioned ingredients 1

Old_fashioned_neighborhood

import json
import requests
# import dependancies

import numpy as np
import os 
import pandas as pd
from string import ascii_lowercase
import sys
import igraph as ig
import plotly
import chart_studio.plotly as py
import plotly.graph_objs as go
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot
from plotly import tools

import chart_studio; chart_studio.tools.set_config_file(plotly_domain="https://plotly.com",\
plotly_api_domain="https://api.plotly.com")

print(plotly.__version__) # should be 3.10.0

# For convenience, we added the recepie data to the notebook

# drinks linked to ingredients
result_sugar = ['creme de menthe', 'caribbean orange liqueur', 'frozen daiquiri', 'limeade', 'mojito', 'mulled wine', 'nuked hot chocolate', 'amaretto liqueur', 'caipirissima', 'irish coffee', 'pisco sour', 'sazerac', 'sangria #1', 'adam sunrise', 'aloha fruit punch', 'egg nog #4', 'gin swizzle', 'acapulco', 'angelica liqueur', 'cranberry punch', 'brandy cobbler', 'gluehwein', 'coffee liqueur', 'cranberry cordial', 'frozen mint daiquiri', 'frozen pineapple daiquiri', 'old fashioned', 'lassi - sweet', 'rum cobbler', 'new york sour', 'lassi raita', 'masala chai', 'swedish coffee', 'microwave hot cocoa', 'sweet sangria', 'thai coffee', 'thai iced coffee', 'absinthe #2', 'atomic lokade', 'brandy flip', 'classic old-fashioned', 'french 75', 'gin sour', 'homemade kahlua', 'jitterbug', 'jam donut', 'banana daiquiri', 'lemon shot', 'coffee-vodka', "captain kidd's punch", 'egg-nog - classic cooked', 'rum sour', 'egg nog - healthy', 'fruit cooler', 'strawberry lemonade', 'kurant tea', 'lassi - mango', 'spice 75', 'caipirinha', 'gin smash', 'champagne cocktail', "sangria - the world's best", 'tom collins', 'iced coffee', 'john collins', 'bourbon sour', 'bourbon sling', 'frappé', 'castillian hot chocolate', 'gin daisy', 'lemouroudji']
result_angostura_bitters =['old fashioned', 'corn n oil', 'long vodka', 'mojito #3', 'zombie', 'abbey martini', 'manhattan', 'martinez 2', 'brooklyn', "duchamp's punch", 'pegu club']
result_bourbon =['bourbon sour', 'irish curdling cow', 'mississippi planters punch', 'kentucky b and b', 'old fashioned', 'egg nog #4', 'midnight cowboy', 'sazerac', 'allegheny', "brandon and will's coke float", 'john collins', 'kentucky colonel', 'mint julep', 'manhattan', 'bourbon sling', 'classic old-fashioned']
result_water =['castillian hot chocolate', 'lassi khara', 'sweet sangria', 'amaretto liqueur', 'chocolate drink', 'masala chai', 'adios amigos cocktail', 'coffee-vodka', 'mulled wine', 'strawberry lemonade', 'aloha fruit punch', 'angelica liqueur', 'classic old-fashioned', 'bourbon sling', 'kill the cold smoothie', 'homemade kahlua', 'iced coffee', 'jamaican coffee', 'gin toddy', 'lassi - sweet', 'sazerac', 'lassi - mango', 'strawberry shivers', 'thai iced tea', 'adam sunrise', 'creme de menthe', 'lassi - a south indian drink', 'mint julep', 'microwave hot cocoa', 'gin sling', 'gluehwein', 'tia-maria', 'rum toddy', 'old fashioned', 'coffee liqueur', 'rum old-fashioned', 'lemouroudji', 'shark attack', 'jello shots']

# State the focal drink and the drinks linked to its four ingredients
focal_drink=['old fashioned']
focal_ingredients = {'angostura_bitters':result_angostura_bitters, 
                     'sugar':result_sugar, 
                     'bourbon':result_bourbon, 
                     'water':result_water}