In [1]:
import sys
print(sys.version)
2.7.6 (default, Oct 26 2016, 20:30:19)
[GCC 4.8.4]
In [3]:
import os
import sklearn.manifold
import matplotlib.pyplot as plt
import h5py
import plotly.plotly as py
import plotly.graph_objs as go
import plotly.offline as offline
import numpy as np
import collections
import pandas as pd
import itertools
import seaborn as sns
import time
import json
import re
from sklearn.manifold import TSNE
# %load_ext wurlitzer
offline.init_notebook_mode()
flatten = lambda l: [item for sublist in l for item in sublist]
def load_embeddings(path):
f = h5py.File(path, 'r')
nemb = f['nemb'][:]
f.close()
return nemb[1:]
def load_vocab(path):
vocab = []
with open(path, 'r') as f:
for line in f.readlines():
split = line.split(' ')
vocab.append((split[0].replace('\'', ''), int(split[1].rstrip())))
# ignore UNK at position 0
return vocab[1:]
def load_recipes(path):
recipes = []
with open(path, 'r') as f:
for line in f:
if line[0] == '#':
pass
else:
recipes.append(line.rstrip().split(','))
return recipes
def run_tsne(nemb, multicore=True):
if multicore:
tsne = TSNE(n_jobs=4)
else:
tsne = sklearn.manifold.TSNE(perplexity=30, n_components=2, init='pca', n_iter=5000, verbose=1)
return tsne.fit_transform(nemb)
def build_food2cuisine(recipes, vocab):
foods = [tup[0] for tup in vocab]
food_counters = {food: collections.Counter() for food in foods}
cuisine_counter = collections.Counter()
for line in recipes:
cuisine = line[0]
cuisine_counter.update([cuisine])
for food in line[1:]:
if food in foods:
food_counters[food].update([cuisine])
food2cuisine = {}
for food, food_counter in food_counters.items():
for cuisine in cuisine_counter.keys():
food_counter[cuisine] = np.float32(food_counter[cuisine]) / np.float32(cuisine_counter[cuisine])
sorted_food_counter = sorted(food_counter.items(), key=lambda a: a[1])[::-1]
print(food, sorted_food_counter[0:2])
food2cuisine.update({food: sorted_food_counter[0][0]})
return food2cuisine
# These are the "Tableau 20" colors as RGB.
tableau20 = [(31, 119, 180), (174, 199, 232), (255, 127, 14), (255, 187, 120),
(44, 160, 44), (152, 223, 138), (214, 39, 40), (255, 152, 150),
(148, 103, 189), (197, 176, 213), (140, 86, 75), (196, 156, 148),
(227, 119, 194), (247, 182, 210), (127, 127, 127), (199, 199, 199),
(188, 189, 34), (219, 219, 141), (23, 190, 207), (158, 218, 229)]
tableau20_rgb = ['rgb' + str(triplet) for triplet in tableau20]
# Prettify ingredients
pretty_food = lambda s: ' '.join(s.split('_')).capitalize().lstrip()
# Prettify cuisine names
pretty_cuisine = lambda s: ''.join(map(lambda x: x if x.islower() else " "+x, s)).lstrip()
def make_plot(name, points, labels, legend_labels, legend_order, legend_label_to_color, pretty_legend_label, publish):
lst = zip(points, labels, legend_labels)
full = sorted(lst, key=lambda x: x[2])
traces = []
for legend_label, group in itertools.groupby(full, lambda x: x[2]):
group_points = []
group_labels = []
for tup in group:
point, label, _ = tup
group_points.append(point)
group_labels.append(label)
group_points = np.stack(group_points)
traces.append(go.Scattergl(
x = group_points[:, 0],
y = group_points[:, 1],
mode = 'markers',
marker = dict(
color = legend_label_to_color[legend_label],
size = 8,
opacity = 0.6,
#line = dict(width = 1)
),
text = ['{} ({})'.format(label, pretty_legend_label(legend_label)) for label in group_labels],
hoverinfo = 'text',
name = legend_label
)
)
# order the legend
ordered = [[trace for trace in traces if trace.name == lab] for lab in legend_order]
traces_ordered = flatten(ordered)
def _set_name(trace):
trace.name = pretty_legend_label(trace.name)
return trace
traces_ordered = list(map(_set_name, traces_ordered))
layout = go.Layout(
xaxis=dict(
autorange=True,
showgrid=False,
zeroline=False,
showline=False,
autotick=True,
ticks='',
showticklabels=False
),
yaxis=dict(
autorange=True,
showgrid=False,
zeroline=False,
showline=False,
autotick=True,
ticks='',
showticklabels=False
)
)
fig = go.Figure(data=traces_ordered, layout=layout)
if publish:
plotter = py.iplot
else:
plotter = offline.plot
plotter(fig, filename=name + '.html')
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.
In [8]:
# path = '/home/jaan/fit/food2vec/2017-01-24'
path = 'data/'
# 104534 embedded vectors - unique recipes?
nemb = load_embeddings(os.path.join(path, 'embeddings.h5'))
# 2088 vocabs - unique ingredients
vocab = load_vocab(os.path.join(path, 'vocab.txt'))
food2id = {tup[0]: i for i, tup in enumerate(vocab)}
In [9]:
# don't plot UNK at position 0
low_dim_embs = run_tsne(nemb.astype(np.float64), multicore=False)
[t-SNE] Computing pairwise distances...
[t-SNE] Computing 91 nearest neighbors...
[t-SNE] Computed conditional probabilities for sample 1000 / 2087
[t-SNE] Computed conditional probabilities for sample 2000 / 2087
[t-SNE] Computed conditional probabilities for sample 2087 / 2087
[t-SNE] Mean sigma: 0.281192
[t-SNE] KL divergence after 100 iterations with early exaggeration: 1.272948
[t-SNE] Error after 200 iterations: 1.272948
In [11]:
recipes = load_recipes('data/kaggle_and_nature.csv')
for i in recipes[:10]:
print i
['African', 'chicken', 'cinnamon', 'soy_sauce', 'onion', 'ginger']
['African', 'cane_molasses', 'ginger', 'cumin', 'garlic', 'tamarind', 'bread', 'coriander', 'vinegar', 'onion', 'beef', 'cayenne', 'parsley', 'wheat_bread', 'yogurt', 'vegetable_oil', 'egg']
['African', 'butter', 'pepper', 'onion', 'cardamom', 'cayenne', 'ginger', 'cottage_cheese', 'garlic', 'brassica']
['African', 'olive_oil', 'pepper', 'wheat', 'beef', 'onion', 'cardamom', 'cumin', 'garlic', 'rice', 'leek']
['African', 'honey', 'wheat', 'yeast']
['African', 'tomato', 'cilantro', 'lemon_juice', 'onion', 'cayenne', 'scallion']
['African', 'wheat', 'cassava']
['African', 'olive_oil', 'onion', 'potato', 'black_pepper', 'cumin', 'carrot', 'cabbage', 'turmeric']
['African', 'tomato', 'fenugreek', 'pepper', 'onion', 'potato', 'black_pepper', 'ginger', 'carrot', 'garlic', 'vegetable_oil', 'cabbage', 'turmeric']
['African', 'banana']
In [12]:
food2cuisine = build_food2cuisine(recipes, vocab)
for i in food2cuisine[:10]:
print i
('equal_sweetener', [('SoutheastAsian', 0.00083986565), ('WesternEuropean', 0.00044286979)])
('roasted_tomatoes', [('LatinAmerican', 0.0031954255), ('African', 0.0025575447)])
('mackerel', [('EastAsian', 0.0056489576), ('WesternEuropean', 0.0011809862)])
('stone_ground_cornmeal', [('LatinAmerican', 0.00025227043), ('NorthAmerican', 0.00021813581)])
('tartar_sauce', [('WesternEuropean', 0.00059049309), ('LatinAmerican', 0.00033636056)])
('bucatini', [('SouthernEuropean', 0.0011285089), ('EastAsian', 0.0)])
('flanken_short_ribs', [('NorthernEuropean', 0.0027063598), ('EastAsian', 0.00067249493)])
('linguini', [('SouthernEuropean', 0.00063478627), ('SoutheastAsian', 0.00027995522)])
('sweet_pickle_relish', [('SoutheastAsian', 0.00055991043), ('WesternEuropean', 0.00014762327)])
('pizza_doughs', [('SouthernEuropean', 0.0075469036), ('LatinAmerican', 0.00058863102)])
('pancetta', [('SouthernEuropean', 0.011144026), ('WesternEuropean', 0.0014762327)])
('chat_masala', [('SouthAsian', 0.0033167496), ('NorthernEuropean', 0.0013531799)])
('candied_cherries', [('WesternEuropean', 0.00044286979), ('SoutheastAsian', 0.00027995522)])
('baking_powder', [('NorthernEuropean', 0.047361299), ('WesternEuropean', 0.043105993)])
('smoked_gouda', [('SouthernEuropean', 0.00098744535), ('LatinAmerican', 0.00075681129)])
('unsalted_dry_roast_peanuts', [('SoutheastAsian', 0.010638298), ('EastAsian', 0.002017485)])
('chocolate_chips', [('WesternEuropean', 0.0011809862), ('LatinAmerican', 0.00033636056)])
('old_el_paso_flour_tortillas', [('LatinAmerican', 0.00033636056), ('SouthernEuropean', 7.0531809e-05)])
('serrano_chilies', [('SoutheastAsian', 0.0058790594), ('SouthAsian', 0.0046987287)])
('baby_greens', [('African', 0.00085251493), ('SoutheastAsian', 0.00055991043)])
('mild_green_chiles', [('African', 0.00085251493), ('LatinAmerican', 0.00084090146)])
('black_pepper', [('EasternEuropean', 0.23097113), ('MiddleEastern', 0.2248062)])
('frozen_peaches', [('NorthAmerican', 0.00017450865), ('LatinAmerican', 8.4090141e-05)])
('flounder_fillets', [('SouthernEuropean', 0.00035265906), ('SouthAsian', 0.00027639579)])
('garden_peas', [('African', 0.00085251493), ('SouthernEuropean', 0.00063478627)])
('gremolata', [('SouthernEuropean', 0.00028212724), ('NorthAmerican', 2.1813581e-05)])
('peanut_butter', [('NorthAmerican', 0.020003054), ('African', 0.011082694)])
('cooking_oil', [('SoutheastAsian', 0.043113101), ('EastAsian', 0.01735037)])
('pak_choi', [('SoutheastAsian', 0.0016797313), ('EastAsian', 0.00053799595)])
('tilapia_fillets', [('LatinAmerican', 0.0036999665), ('SoutheastAsian', 0.0027995522)])
('low_sodium_taco_seasoning', [('LatinAmerican', 0.00067272113), ('EastAsian', 0.0)])
('chambord', [('WesternEuropean', 0.00073811633), ('NorthAmerican', 4.3627162e-05)])
('idaho_potatoes', [('WesternEuropean', 0.00059049309), ('SouthAsian', 0.00055279158)])
('jamaican_jerk_spice', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('yellow_chives', [('EastAsian', 0.00080699392), ('African', 0.0)])
('orzo', [('SouthernEuropean', 0.0057836082), ('African', 0.0025575447)])
('blackening_seasoning', [('LatinAmerican', 0.00033636056), ('NorthAmerican', 2.1813581e-05)])
('black_mustard_seed_oil', [('SouthAsian', 0.0069098948), ('NorthAmerican', 6.5440741e-05)])
('water_chestnuts', [('EastAsian', 0.02004035), ('SoutheastAsian', 0.0097984327)])
('celery_oil', [('NorthAmerican', 0.017996205), ('EasternEuropean', 0.015748031)])
('red_bean', [('EastAsian', 0.0043039676), ('WesternEuropean', 0.00014762327)])
('ravva', [('SouthAsian', 0.0027639579), ('EastAsian', 0.00013449899)])
('almond', [('MiddleEastern', 0.080620155), ('NorthernEuropean', 0.06901218)])
('bacon', [('EasternEuropean', 0.076115489), ('WesternEuropean', 0.058606435)])
('lavender', [('WesternEuropean', 0.0054620607), ('NorthernEuropean', 0.0013531799)])
('millet', [('SouthAsian', 0.0008291874), ('WesternEuropean', 0.00029524654)])
('soppressata', [('SouthernEuropean', 0.0011285089), ('LatinAmerican', 8.4090141e-05)])
('chinese_chives', [('EastAsian', 0.0034969738), ('SoutheastAsian', 0.0030795073)])
('powdered_sugar', [('NorthernEuropean', 0.035182681), ('WesternEuropean', 0.023472099)])
('mascarpone', [('SouthernEuropean', 0.0087459441), ('WesternEuropean', 0.0014762327)])
('milk_fat', [('EasternEuropean', 0.057742782), ('WesternEuropean', 0.021110127)])
('galangal', [('SoutheastAsian', 0.023516238), ('SouthAsian', 0.00027639579)])
('lima_beans', [('African', 0.0017050299), ('LatinAmerican', 0.00050454086)])
('croutons', [('SouthernEuropean', 0.0019043589), ('WesternEuropean', 0.00088573957)])
('old_el_paso_taco_seasoning_mix', [('LatinAmerican', 0.0010931719), ('EastAsian', 0.0)])
('hot_curry_powder', [('SouthAsian', 0.0011055832), ('African', 0.00085251493)])
('kefalotyri', [('SouthernEuropean', 0.00063478627), ('EastAsian', 0.0)])
('jasmine', [('SoutheastAsian', 0.025195969), ('EastAsian', 0.0048419638)])
('ramps', [('NorthernEuropean', 0.0013531799), ('EastAsian', 0.00053799595)])
('broccolini', [('SoutheastAsian', 0.0016797313), ('EastAsian', 0.0012104909)])
('pickling_salt', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00029524654)])
('vine_ripened_tomatoes', [('SouthernEuropean', 0.0010579771), ('LatinAmerican', 0.0010090817)])
('snappers', [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)])
('swordfish_steaks', [('African', 0.0042625745), ('SouthernEuropean', 0.00098744535)])
('leaves', [('SoutheastAsian', 0.011198209), ('SouthAsian', 0.0046987287)])
('stevia', [('NorthernEuropean', 0.0027063598), ('SoutheastAsian', 0.0013997761)])
('maple_syrup', [('NorthAmerican', 0.011015859), ('WesternEuropean', 0.0056096842)])
('chow_mein_noodles', [('EastAsian', 0.00403497), ('SoutheastAsian', 0.00027995522)])
('smoke', [('EasternEuropean', 0.023622047), ('MiddleEastern', 0.007751938)])
('canola', [('EastAsian', 0.0018829859), ('SoutheastAsian', 0.0013997761)])
('hot_dog_bun', [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)])
('red_kidnei_beans', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('whitefish_fillets', [('SouthAsian', 0.0016583748), ('SoutheastAsian', 0.0013997761)])
('shiso_leaves', [('EastAsian', 0.00080699392), ('SoutheastAsian', 0.00055991043)])
('gochujang_base', [('EastAsian', 0.018829858), ('SoutheastAsian', 0.00055991043)])
('herbes_de_provence', [('WesternEuropean', 0.0064954236), ('SouthernEuropean', 0.0010579771)])
('soybean', [('EastAsian', 0.088365838), ('SoutheastAsian', 0.0086786114)])
('shoyu', [('EastAsian', 0.0025554809), ('SoutheastAsian', 0.00055991043)])
('pasta_shell_small', [('SouthernEuropean', 0.00042319085), ('EastAsian', 0.0)])
('frozen_green_beans', [('WesternEuropean', 0.00029524654), ('SoutheastAsian', 0.00027995522)])
('sazon_seasoning', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('queso_anejo', [('LatinAmerican', 0.00050454086), ('EastAsian', 0.0)])
('neutral_oil', [('SouthAsian', 0.0027639579), ('SoutheastAsian', 0.0019596864)])
('golden_brown_sugar', [('WesternEuropean', 0.0036905815), ('NorthernEuropean', 0.0027063598)])
('blueberry', [('NorthAmerican', 0.0096197892), ('NorthernEuropean', 0.0027063598)])
('baby_arugula', [('SouthernEuropean', 0.0026802088), ('WesternEuropean', 0.00044286979)])
('anchovy_paste', [('SouthernEuropean', 0.0034560587), ('WesternEuropean', 0.0016238559)])
('toasted_sesame_seeds', [('EastAsian', 0.033221252), ('SoutheastAsian', 0.0086786114)])
('red_beans', [('LatinAmerican', 0.0045408676), ('EastAsian', 0.00080699392)])
('pecan', [('NorthAmerican', 0.047619049), ('MiddleEastern', 0.017054264)])
('fajita_size_flour_tortillas', [('LatinAmerican', 0.0010090817), ('EastAsian', 0.0)])
('nori', [('EastAsian', 0.012911903), ('African', 0.0)])
('hungarian_paprika', [('African', 0.0034100597), ('NorthernEuropean', 0.0013531799)])
('_cooked_and_drained', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('refrigerated_pizza_dough', [('SouthernEuropean', 0.0022570179), ('LatinAmerican', 0.00016818028)])
('smoked_sausage', [('EasternEuropean', 0.04199475), ('LatinAmerican', 0.010090818)])
('pastry_dough', [('WesternEuropean', 0.0025095956), ('NorthernEuropean', 0.0013531799)])
('crackers', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00088573957)])
('root', [('SoutheastAsian', 0.0055991043), ('MiddleEastern', 0.0046511628)])
('guajillo_chiles', [('LatinAmerican', 0.0043726875), ('SoutheastAsian', 0.00027995522)])
('vodka', [('NorthernEuropean', 0.0081190802), ('SouthernEuropean', 0.0019748907)])
('chayote', [('LatinAmerican', 0.00092499162), ('NorthAmerican', 0.00030539013)])
('honey', [('African', 0.13469736), ('EastAsian', 0.070073977)])
('veggies', [('SoutheastAsian', 0.0013997761), ('SouthAsian', 0.001381979)])
('cotija', [('LatinAmerican', 0.01168853), ('EastAsian', 0.0)])
('waxy_potatoes', [('NorthernEuropean', 0.0054127197), ('SouthAsian', 0.0019347706)])
('suet', [('WesternEuropean', 0.0026572188), ('EastAsian', 0.0)])
('cocktail_cherries', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00088573957)])
('chanterelle', [('SouthernEuropean', 0.00063478627), ('WesternEuropean', 0.00044286979)])
('nuts', [('SouthAsian', 0.0022111663), ('EastAsian', 0.0016139878)])
('cottage_cheese', [('EasternEuropean', 0.034120735), ('MiddleEastern', 0.0093023255)])
('buns', [('SouthAsian', 0.0008291874), ('LatinAmerican', 0.00033636056)])
('asian_eggplants', [('SoutheastAsian', 0.0019596864), ('African', 0.00085251493)])
('white_mushrooms', [('SoutheastAsian', 0.0027995522), ('SouthernEuropean', 0.001481168)])
('piecrust', [('WesternEuropean', 0.00029524654), ('LatinAmerican', 0.00016818028)])
('reduced_sodium_tamari_sauce', [('EastAsian', 0.00080699392), ('SoutheastAsian', 0.00027995522)])
('toasted_cashews', [('SoutheastAsian', 0.00083986565), ('SouthAsian', 0.0008291874)])
('sandwich_buns', [('SouthAsian', 0.00027639579), ('WesternEuropean', 0.00014762327)])
('parsnips', [('NorthernEuropean', 0.012178619), ('African', 0.0068201195)])
('rock_sugar', [('EastAsian', 0.0018829859), ('SoutheastAsian', 0.0011198209)])
('salsa', [('LatinAmerican', 0.078456104), ('SouthernEuropean', 0.00098744535)])
('peeled_prawns', [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.00013449899)])
('wish_bone_italian_dressing', [('SouthernEuropean', 0.00056425447), ('SoutheastAsian', 0.00027995522)])
('prepar_pesto', [('SouthernEuropean', 0.0011990408), ('WesternEuropean', 0.00029524654)])
('pigeon_peas', [('SouthAsian', 0.0016583748), ('LatinAmerican', 0.00025227043)])
('pound_cake', [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00049372268)])
('frozen_chopped_spinach', [('SouthernEuropean', 0.010932431), ('SouthAsian', 0.0038695412)])
('oysters', [('EastAsian', 0.0017484869), ('LatinAmerican', 0.0016818029)])
('wine', [('SouthernEuropean', 0.14727043), ('WesternEuropean', 0.11824623)])
('cointreau_liqueur', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00025227043)])
('orange_juice', [('MiddleEastern', 0.054263566), ('NorthAmerican', 0.031520624)])
('jumbo_pasta_shells', [('SouthernEuropean', 0.0026096769), ('LatinAmerican', 0.00058863102)])
('chocolate_bars', [('LatinAmerican', 0.00033636056), ('WesternEuropean', 0.00029524654)])
('crumbs', [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00049372268)])
('hot_italian_sausages', [('SouthernEuropean', 0.0029623359), ('LatinAmerican', 0.00042045073)])
('caster', [('WesternEuropean', 0.00059049309), ('EastAsian', 0.00013449899)])
('soba_noodles', [('EastAsian', 0.0080699399), ('SoutheastAsian', 0.0022396417)])
('roasted_sesame_seed', [('EastAsian', 0.066173501), ('MiddleEastern', 0.040310077)])
('plantains', [('LatinAmerican', 0.0021022537), ('SoutheastAsian', 0.0013997761)])
('bass_fillets', [('SouthernEuropean', 0.00028212724), ('WesternEuropean', 0.00014762327)])
('avocado', [('LatinAmerican', 0.11831483), ('EastAsian', 0.012104909)])
('beaten_eggs', [('NorthernEuropean', 0.0040595401), ('EastAsian', 0.0014794889)])
('short_pasta', [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.0)])
('green_chilies', [('SouthAsian', 0.13377556), ('LatinAmerican', 0.014463505)])
('tomato_juice', [('EasternEuropean', 0.0078740157), ('MiddleEastern', 0.0046511628)])
('fig', [('MiddleEastern', 0.015503876), ('African', 0.0042625745)])
('savory', [('EasternEuropean', 0.0078740157), ('WesternEuropean', 0.0048715677)])
('fregola', [('African', 0.00085251493), ('SouthernEuropean', 0.00028212724)])
('coffee', [('WesternEuropean', 0.015795689), ('MiddleEastern', 0.013953488)])
('table_salt', [('SouthernEuropean', 0.0015516998), ('LatinAmerican', 0.0015136226)])
('caramels', [('African', 0.00085251493), ('WesternEuropean', 0.00059049309)])
('nonstick_spray', [('LatinAmerican', 0.0018499832), ('NorthernEuropean', 0.0013531799)])
('yardlong_beans', [('SoutheastAsian', 0.0025195968), ('EastAsian', 0.0016139878)])
('silver', [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)])
('bread', [('SouthernEuropean', 0.11320356), ('MiddleEastern', 0.10852713)])
('meat', [('EasternEuropean', 0.036745407), ('MiddleEastern', 0.018604651)])
('thyme', [('WesternEuropean', 0.13817538), ('LatinAmerican', 0.073747054)])
('potatoes', [('NorthernEuropean', 0.089309879), ('SouthAsian', 0.069375344)])
('gingerroot', [('SoutheastAsian', 0.0067189252), ('EastAsian', 0.0065904506)])
('baby_lima_beans', [('African', 0.00085251493), ('WesternEuropean', 0.00073811633)])
('chuck', [('NorthernEuropean', 0.0054127197), ('SoutheastAsian', 0.0041993279)])
('roast', [('SoutheastAsian', 0.0011198209), ('African', 0.00085251493)])
('vinaigrette_dressing', [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.00013449899)])
('roasted_white_sesame_seeds', [('EastAsian', 0.00080699392), ('African', 0.0)])
('rosemary', [('SouthernEuropean', 0.06792213), ('WesternEuropean', 0.03439622)])
('cornbread', [('NorthAmerican', 0.00037083088), ('LatinAmerican', 0.00025227043)])
('sausage_links', [('SouthernEuropean', 0.0025391451), ('LatinAmerican', 0.0010090817)])
('allspice', [('African', 0.0068201195), ('LatinAmerican', 0.0056340396)])
('sugar_substitute', [('EastAsian', 0.00040349696), ('SoutheastAsian', 0.00027995522)])
('prawn', [('SoutheastAsian', 0.0061590145), ('African', 0.0017050299)])
('adobo', [('LatinAmerican', 0.00067272113), ('SoutheastAsian', 0.00055991043)])
('waffle', [('SoutheastAsian', 0.00027995522), ('WesternEuropean', 0.00014762327)])
('turnip', [('MiddleEastern', 0.012403101), ('EasternEuropean', 0.0078740157)])
('sweet_potato', [('MiddleEastern', 0.023255814), ('African', 0.009377664)])
('papaya', [('SoutheastAsian', 0.011478163), ('LatinAmerican', 0.0016818029)])
('dried_pinto_beans', [('LatinAmerican', 0.0024386141), ('NorthAmerican', 4.3627162e-05)])
('black_sesame_seed', [('EastAsian', 0.0032279757), ('WesternEuropean', 0.00029524654)])
('extract', [('WesternEuropean', 0.00059049309), ('EastAsian', 0.00053799595)])
('genoa_salami', [('SouthernEuropean', 0.0015516998), ('LatinAmerican', 0.00050454086)])
('sesame_oil', [('EastAsian', 0.38991258), ('SoutheastAsian', 0.10582307)])
('sliced_carrots', [('SoutheastAsian', 0.0033594626), ('WesternEuropean', 0.0029524653)])
('grapes', [('African', 0.00085251493), ('SouthernEuropean', 0.00063478627)])
('split_peas', [('SouthAsian', 0.0008291874), ('WesternEuropean', 0.00044286979)])
('semolina_flour', [('African', 0.0068201195), ('NorthernEuropean', 0.0040595401)])
('serrano_peppers', [('LatinAmerican', 0.0060544903), ('SouthAsian', 0.0049751243)])
('light_brown_sugar', [('SoutheastAsian', 0.021836506), ('WesternEuropean', 0.0091526425)])
('crme_de_cassis', [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00021159543)])
('raisin', [('EasternEuropean', 0.078740157), ('MiddleEastern', 0.062015504)])
('seafood_stock', [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00050454086)])
('garbanzo_beans', [('African', 0.028985508), ('SouthAsian', 0.0099502485)])
('soda', [('SouthAsian', 0.0019347706), ('EastAsian', 0.00053799595)])
('chili_beans', [('LatinAmerican', 0.0020181634), ('NorthAmerican', 2.1813581e-05)])
('fresh_tomatoes', [('LatinAmerican', 0.0051294989), ('SouthAsian', 0.0046987287)])
('large_eggs', [('NorthernEuropean', 0.1150203), ('WesternEuropean', 0.088869207)])
('tilapia', [('SoutheastAsian', 0.0025195968), ('LatinAmerican', 0.0010931719)])
('dark_chocolate_chip', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 8.4090141e-05)])
('lettuce', [('LatinAmerican', 0.059283551), ('SoutheastAsian', 0.05487122)])
('tzatziki', [('African', 0.0017050299), ('SouthernEuropean', 0.0009169135)])
('tamarind', [('SoutheastAsian', 0.035554312), ('SouthAsian', 0.032614704)])
('lumpia_skins', [('SoutheastAsian', 0.0027995522), ('EastAsian', 0.0)])
('borlotti_beans', [('SouthernEuropean', 0.00035265906), ('EastAsian', 0.0)])
('chipotle_sauce', [('LatinAmerican', 0.00050454086), ('SouthernEuropean', 7.0531809e-05)])
('spinach', [('SouthAsian', 0.017412934), ('SouthernEuropean', 0.010438708)])
('bonito', [('EastAsian', 0.0012104909), ('LatinAmerican', 8.4090141e-05)])
('licorice', [('NorthernEuropean', 0.0013531799), ('NorthAmerican', 0.00041445805)])
('pickled_jalapenos', [('LatinAmerican', 0.0019340733), ('SoutheastAsian', 0.00027995522)])
('caster_sugar', [('EastAsian', 0.0072629456), ('NorthernEuropean', 0.0054127197)])
('kiwi', [('WesternEuropean', 0.0026572188), ('EastAsian', 0.0024209819)])
('cornichons', [('NorthernEuropean', 0.0054127197), ('WesternEuropean', 0.0029524653)])
('grit_quick', [('NorthAmerican', 0.00017450865), ('EastAsian', 0.0)])
('pickle_juice', [('NorthernEuropean', 0.0013531799), ('EastAsian', 0.00013449899)])
('canela', [('LatinAmerican', 0.0013454423), ('EastAsian', 0.0)])
('cornflour', [('EastAsian', 0.011163416), ('SouthAsian', 0.0016583748)])
('dried_guajillo_chiles', [('LatinAmerican', 0.0016818029), ('SoutheastAsian', 0.00027995522)])
('sliced_olives', [('LatinAmerican', 0.00092499162), ('EastAsian', 0.0)])
('cereal', [('NorthAmerican', 0.0045154113), ('NorthernEuropean', 0.0013531799)])
('hazelnut', [('EasternEuropean', 0.026246719), ('MiddleEastern', 0.013953488)])
('masa_dough', [('LatinAmerican', 0.0010090817), ('EastAsian', 0.0)])
('enokitake', [('EastAsian', 0.0055144588), ('SoutheastAsian', 0.0013997761)])
('black_fungus', [('EastAsian', 0.00067249493), ('African', 0.0)])
('no_salt_added_diced_tomatoes', [('NorthernEuropean', 0.0013531799), ('African', 0.00085251493)])
('mochiko', [('EastAsian', 0.0012104909), ('African', 0.0)])
('self_raising_flour', [('WesternEuropean', 0.00044286979), ('SoutheastAsian', 0.00027995522)])
('perilla', [('SoutheastAsian', 0.0019596864), ('EastAsian', 0.00067249493)])
('luke_warm_water', [('SouthAsian', 0.0008291874), ('WesternEuropean', 0.00014762327)])
('thai_red_curry_paste', [('SoutheastAsian', 0.034994401), ('SouthAsian', 0.00055279158)])
('taco_seasoning_reduced_sodium', [('LatinAmerican', 0.00058863102), ('EastAsian', 0.0)])
('ginger', [('SouthAsian', 0.4806523), ('EastAsian', 0.4145259)])
('seed', [('EasternEuropean', 0.094488189), ('MiddleEastern', 0.032558139)])
('poblano_chilies', [('LatinAmerican', 0.0027749748), ('EastAsian', 0.0)])
('dried_chile_peppers', [('African', 0.00085251493), ('SouthAsian', 0.00027639579)])
('hard_shelled_clams', [('SouthernEuropean', 0.00049372268), ('WesternEuropean', 0.00014762327)])
('mint', [('African', 0.12872975), ('SoutheastAsian', 0.11926091)])
('brine_cured_green_olives', [('African', 0.0017050299), ('WesternEuropean', 0.00029524654)])
('spicy_sausage', [('LatinAmerican', 0.00033636056), ('SouthernEuropean', 0.00021159543)])
('striped_bass', [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00014762327)])
('haas_avocados', [('LatinAmerican', 0.00033636056), ('EastAsian', 0.00013449899)])
('broiler_fryers', [('NorthAmerican', 8.7254324e-05), ('LatinAmerican', 8.4090141e-05)])
('shredded_colby', [('LatinAmerican', 0.00033636056), ('SoutheastAsian', 0.00027995522)])
('smoked_sweet_spanish_paprika', [('African', 0.00085251493), ('SouthernEuropean', 0.00035265906)])
('goat_cheese', [('SouthernEuropean', 0.0038087177), ('NorthAmerican', 0.0035556138)])
('tostada_shells', [('LatinAmerican', 0.0020181634), ('EastAsian', 0.0)])
('baby_portobello_mushrooms', [('SouthernEuropean', 0.00070531812), ('EastAsian', 0.00026899797)])
('refrigerated_biscuits', [('SoutheastAsian', 0.00055991043), ('NorthAmerican', 0.00019632223)])
('oil_cured_black_olives', [('African', 0.0042625745), ('WesternEuropean', 0.00073811633)])
('gravy', [('African', 0.00085251493), ('SouthAsian', 0.0008291874)])
('grenadine', [('LatinAmerican', 0.00016818028), ('WesternEuropean', 0.00014762327)])
('mixed_nuts', [('SouthAsian', 0.00027639579), ('SouthernEuropean', 0.00021159543)])
('italian_salad_dressing_mix', [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 8.4090141e-05)])
('chipotle_paste', [('LatinAmerican', 0.00058863102), ('EastAsian', 0.0)])
('shallots', [('SoutheastAsian', 0.11310191), ('WesternEuropean', 0.051815767)])
('khoa', [('SouthAsian', 0.0022111663), ('EastAsian', 0.00013449899)])
('watercress', [('SoutheastAsian', 0.0064389696), ('EastAsian', 0.0045729657)])
('fried_eggs', [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.0010759919)])
('macadamia_nut', [('NorthAmerican', 0.0021595445), ('SoutheastAsian', 0.00055991043)])
('ditalini', [('SouthernEuropean', 0.00077584991), ('EastAsian', 0.0)])
('jerk_marinade', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('epazote', [('LatinAmerican', 0.0036158762), ('EastAsian', 0.0)])
('pineapple', [('NorthAmerican', 0.033636544), ('SoutheastAsian', 0.022116462)])
('taco_shells', [('LatinAmerican', 0.0052135889), ('EastAsian', 0.00013449899)])
('creole_seasoning', [('LatinAmerican', 0.018836193), ('NorthAmerican', 0.0010034248)])
('snapper_fillets', [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)])
('food_colouring', [('SouthAsian', 0.0022111663), ('African', 0.0017050299)])
('armagnac', [('WesternEuropean', 0.0028048421), ('SouthernEuropean', 0.00014106362)])
('coarse_sea_salt', [('African', 0.0025575447), ('WesternEuropean', 0.0017714791)])
('sago', [('SouthAsian', 0.0008291874), ('SoutheastAsian', 0.00055991043)])
('red_chile_sauce', [('LatinAmerican', 0.00067272113), ('EastAsian', 0.00013449899)])
('tequila', [('LatinAmerican', 0.01782711), ('NorthAmerican', 0.0016796457)])
('sage', [('SouthernEuropean', 0.028706446), ('NorthAmerican', 0.017647186)])
('lardons', [('WesternEuropean', 0.00088573957), ('NorthAmerican', 2.1813581e-05)])
('chile_powder', [('LatinAmerican', 0.006390851), ('SouthAsian', 0.004145937)])
('fennel', [('SouthAsian', 0.046434496), ('SouthernEuropean', 0.041190576)])
('madeira', [('WesternEuropean', 0.0031000886), ('SouthernEuropean', 0.00035265906)])
('sub_buns', [('SouthernEuropean', 0.00035265906), ('LatinAmerican', 0.00016818028)])
('leg_quarters', [('WesternEuropean', 0.00029524654), ('SoutheastAsian', 0.00027995522)])
('spike_seasoning', [('LatinAmerican', 0.00067272113), ('SouthernEuropean', 0.00028212724)])
('yellow_split_peas', [('SouthAsian', 0.0055279159), ('LatinAmerican', 0.00016818028)])
('pernod', [('WesternEuropean', 0.0023619724), ('SouthernEuropean', 0.00028212724)])
('toast', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00088573957)])
('skirt_steak', [('LatinAmerican', 0.0042885975), ('SoutheastAsian', 0.0019596864)])
('sunflower_seeds', [('EastAsian', 0.00040349696), ('LatinAmerican', 0.00033636056)])
('shellfish', [('EastAsian', 0.0030934769), ('WesternEuropean', 0.00029524654)])
('frozen_lemonade_concentrate', [('SouthernEuropean', 0.00028212724), ('LatinAmerican', 0.00016818028)])
('jeera', [('SouthAsian', 0.0058043119), ('NorthernEuropean', 0.0013531799)])
('sugar', [('SoutheastAsian', 0.22676371), ('NorthernEuropean', 0.20974289)])
('celery', [('NorthAmerican', 0.07268285), ('LatinAmerican', 0.072653882)])
('boneless_sirloin_steak', [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.00053799595)])
('porridge_oats', [('WesternEuropean', 0.00073811633), ('EastAsian', 0.0)])
('polenta', [('SouthernEuropean', 0.0094512627), ('African', 0.00085251493)])
('brussels_sprouts', [('NorthernEuropean', 0.0027063598), ('SouthAsian', 0.0016583748)])
('mung_bean', [('EastAsian', 0.0018829859), ('SoutheastAsian', 0.00083986565)])
('chipotle', [('LatinAmerican', 0.0021022537), ('EastAsian', 0.0)])
('rice', [('EastAsian', 0.40766644), ('SoutheastAsian', 0.37206048)])
('mesclun', [('WesternEuropean', 0.00044286979), ('SoutheastAsian', 0.00027995522)])
('sour_milk', [('NorthAmerican', 0.0009816112), ('LatinAmerican', 8.4090141e-05)])
('fudge_brownie_mix', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 8.4090141e-05)])
('pepitas', [('LatinAmerican', 0.0015977127), ('SouthAsian', 0.00027639579)])
('watermelon', [('NorthAmerican', 0.0023122395), ('LatinAmerican', 0.0013454423)])
('chutney', [('SouthAsian', 0.011608624), ('WesternEuropean', 0.00073811633)])
('small_pasta', [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 8.4090141e-05)])
('splenda_no_calorie_sweetener', [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00033636056)])
('rajma', [('SouthAsian', 0.0024875621), ('EastAsian', 0.0)])
('arrowroot_powder', [('SoutheastAsian', 0.00083986565), ('SouthAsian', 0.0008291874)])
('greens', [('SouthAsian', 0.0035931454), ('EastAsian', 0.0030934769)])
('ragu_old_world_style_pasta_sauc', [('SouthernEuropean', 0.00077584991), ('LatinAmerican', 0.00058863102)])
('bay', [('WesternEuropean', 0.084588133), ('SouthAsian', 0.075179659)])
('whitefish', [('SoutheastAsian', 0.0022396417), ('African', 0.0017050299)])
('pressed_tofu', [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.00040349696)])
('tapioca_flour', [('SoutheastAsian', 0.0025195968), ('LatinAmerican', 0.0016818029)])
('dashi_powder', [('EastAsian', 0.0021519838), ('African', 0.0)])
('grape_juice', [('NorthAmerican', 0.012477368), ('MiddleEastern', 0.012403101)])
('sweet_potatoes_&_yams', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('baby_back_ribs', [('EastAsian', 0.00094149297), ('SoutheastAsian', 0.00027995522)])
('nut', [('MiddleEastern', 0.040310077), ('EastAsian', 0.022461332)])
('lemonade', [('LatinAmerican', 0.00016818028), ('SouthernEuropean', 7.0531809e-05)])
('emerils_original_essence', [('LatinAmerican', 0.00033636056), ('NorthAmerican', 2.1813581e-05)])
('field_peas', [('NorthAmerican', 0.00017450865), ('LatinAmerican', 8.4090141e-05)])
('muscovado_sugar', [('WesternEuropean', 0.0014762327), ('SoutheastAsian', 0.0013997761)])
('chile_paste', [('SoutheastAsian', 0.0053191488), ('EastAsian', 0.0028244788)])
('swiss_chard', [('SouthernEuropean', 0.0050782901), ('African', 0.0025575447)])
('cocktail_sauce', [('NorthAmerican', 8.7254324e-05), ('LatinAmerican', 8.4090141e-05)])
('green_apples', [('WesternEuropean', 0.00044286979), ('SouthernEuropean', 0.00021159543)])
('yogurt', [('SouthAsian', 0.18767275), ('MiddleEastern', 0.088372096)])
('lemon_peel', [('MiddleEastern', 0.040310077), ('EasternEuropean', 0.01312336)])
('club_soda', [('SouthernEuropean', 0.0011285089), ('EastAsian', 0.00080699392)])
('roasted_cashews', [('SouthAsian', 0.0038695412), ('SoutheastAsian', 0.0022396417)])
('unsalted_roasted_peanuts', [('SoutheastAsian', 0.0041993279), ('SouthAsian', 0.00027639579)])
('sesame_seeds', [('EastAsian', 0.068594486), ('SoutheastAsian', 0.013717805)])
('ancho', [('African', 0.00085251493), ('LatinAmerican', 0.00075681129)])
('soaking_liquid', [('EastAsian', 0.00053799595), ('SoutheastAsian', 0.00027995522)])
('brine_cured_black_olives', [('WesternEuropean', 0.0013286094), ('SouthernEuropean', 0.00077584991)])
('mahimahi', [('African', 0.0017050299), ('SouthAsian', 0.00027639579)])
('curry_powder', [('SouthAsian', 0.11138751), ('SoutheastAsian', 0.029395297)])
('huckleberry', [('NorthAmerican', 0.00019632223), ('SouthernEuropean', 7.0531809e-05)])
('fresh_red_chili', [('SoutheastAsian', 0.0044792835), ('SouthAsian', 0.0019347706)])
('raw_cane_sugar', [('EastAsian', 0.00026899797), ('WesternEuropean', 0.00014762327)])
('_well_scrub', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('seedless_red_grapes', [('African', 0.0017050299), ('SouthernEuropean', 0.00084638171)])
('jelly', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00088573957)])
('hummus', [('SouthernEuropean', 0.00098744535), ('LatinAmerican', 0.00058863102)])
('cake_flour', [('WesternEuropean', 0.0056096842), ('EastAsian', 0.0045729657)])
('cod', [('African', 0.008525149), ('WesternEuropean', 0.0063478006)])
('cherry', [('NorthAmerican', 0.0216827), ('SouthernEuropean', 0.019960502)])
('jack', [('LatinAmerican', 0.0020181634), ('EastAsian', 0.00013449899)])
('cube_steaks', [('NorthAmerican', 8.7254324e-05), ('LatinAmerican', 8.4090141e-05)])
('pepperoncini', [('SouthernEuropean', 0.0010579771), ('LatinAmerican', 0.00016818028)])
('french_baguette', [('SouthernEuropean', 0.0019043589), ('WesternEuropean', 0.0014762327)])
('raita', [('SouthAsian', 0.0022111663), ('SouthernEuropean', 7.0531809e-05)])
('marmite', [('WesternEuropean', 0.0013286094), ('LatinAmerican', 0.00016818028)])
('fleur_de_sel', [('WesternEuropean', 0.0017714791), ('SouthernEuropean', 0.00049372268)])
('beef', [('EasternEuropean', 0.12860893), ('LatinAmerican', 0.12470569)])
('sauterne', [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 7.0531809e-05)])
('shiitake', [('EastAsian', 0.09899126), ('SoutheastAsian', 0.025475923)])
('parsley', [('African', 0.20971867), ('MiddleEastern', 0.20775194)])
('basmati', [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00016818028)])
('cornflake_crumbs', [('SouthernEuropean', 0.00014106362), ('NorthAmerican', 8.7254324e-05)])
('beer', [('WesternEuropean', 0.018452909), ('LatinAmerican', 0.014799866)])
('grapefruit', [('WesternEuropean', 0.0028048421), ('LatinAmerican', 0.0022704338)])
('beet', [('EasternEuropean', 0.057742782), ('NorthernEuropean', 0.013531799)])
('gyoza', [('EastAsian', 0.0013449899), ('SouthernEuropean', 0.00021159543)])
('pinto_beans', [('LatinAmerican', 0.012697612), ('African', 0.00085251493)])
('basil', [('SouthernEuropean', 0.2221752), ('SoutheastAsian', 0.16013438)])
('roasted_beef', [('EasternEuropean', 0.0078740157), ('MiddleEastern', 0.0046511628)])
('cranberries', [('WesternEuropean', 0.0017714791), ('SouthAsian', 0.0016583748)])
('low_sodium_worcestershire_sauce', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00042045073)])
('rotelle', [('LatinAmerican', 0.0021863438), ('SouthernEuropean', 0.00028212724)])
('sprite', [('SoutheastAsian', 0.0022396417), ('NorthernEuropean', 0.0013531799)])
('mushroom', [('EasternEuropean', 0.062992126), ('NorthAmerican', 0.054773901)])
('bawang_goreng', [('SoutheastAsian', 0.0053191488), ('SouthAsian', 0.00027639579)])
('baked_potato', [('NorthAmerican', 0.00017450865), ('LatinAmerican', 8.4090141e-05)])
('dried_tart_cherries', [('WesternEuropean', 0.0014762327), ('NorthernEuropean', 0.0013531799)])
('extra_firm_tofu', [('SoutheastAsian', 0.014837626), ('EastAsian', 0.0079354402)])
('chili', [('SoutheastAsian', 0.0095184771), ('LatinAmerican', 0.0091658253)])
('ritz_crackers', [('LatinAmerican', 0.00025227043), ('NorthAmerican', 6.5440741e-05)])
('sweet_vermouth', [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 0.00042319085)])
('fresh_curry_leaves', [('SouthAsian', 0.018518519), ('SoutheastAsian', 0.00027995522)])
('fresh_raspberries', [('WesternEuropean', 0.0073811631), ('SouthernEuropean', 0.0014106362)])
('uncooked_vermicelli', [('LatinAmerican', 0.00016818028), ('SouthernEuropean', 0.00014106362)])
('whipped_topping', [('WesternEuropean', 0.0017714791), ('SouthernEuropean', 0.00084638171)])
('shirataki', [('EastAsian', 0.00094149297), ('SoutheastAsian', 0.00055991043)])
('red_chili_peppers', [('SoutheastAsian', 0.052631579), ('SouthAsian', 0.045605306)])
('angel_food_cake', [('SouthernEuropean', 0.00028212724), ('WesternEuropean', 0.00014762327)])
('pitted_kalamata_olives', [('SouthernEuropean', 0.01170828), ('African', 0.0051150895)])
('kimchi_juice', [('EastAsian', 0.00080699392), ('African', 0.0)])
('pitas', [('African', 0.0025575447), ('SouthernEuropean', 0.0023980816)])
('dumplings', [('EastAsian', 0.0018829859), ('SoutheastAsian', 0.00083986565)])
('quinces', [('African', 0.0017050299), ('SouthAsian', 0.00055279158)])
('chervil', [('WesternEuropean', 0.0060525537), ('African', 0.0034100597)])
('mixed_mushrooms', [('EastAsian', 0.00067249493), ('SoutheastAsian', 0.00027995522)])
('jerk_sauce', [('LatinAmerican', 0.00050454086), ('EastAsian', 0.0)])
('red_kidney_beans', [('LatinAmerican', 0.006474941), ('SouthAsian', 0.0033167496)])
('medium_tomatoes', [('SouthAsian', 0.00055279158), ('LatinAmerican', 0.00033636056)])
('fava_beans', [('African', 0.0042625745), ('SouthernEuropean', 0.0010579771)])
('pizza_sauce', [('SouthernEuropean', 0.0050077583), ('LatinAmerican', 0.00075681129)])
('sliced_green_onions', [('SoutheastAsian', 0.020716686), ('EastAsian', 0.015467384)])
('carnation', [('LatinAmerican', 8.4090141e-05), ('SouthernEuropean', 7.0531809e-05)])
('vegetable', [('EastAsian', 0.21735036), ('SouthAsian', 0.20176893)])
('top_sirloin_steak', [('EastAsian', 0.0016139878), ('NorthernEuropean', 0.0013531799)])
('pomegranate_molasses', [('African', 0.0025575447), ('SouthAsian', 0.00027639579)])
('yellow_peppers', [('LatinAmerican', 0.0020181634), ('SoutheastAsian', 0.0011198209)])
('hand', [('African', 0.0017050299), ('SouthAsian', 0.0008291874)])
('passata', [('SouthAsian', 0.0035931454), ('NorthernEuropean', 0.0013531799)])
('aai_powder', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('garlic', [('SoutheastAsian', 0.64025754), ('LatinAmerican', 0.54515642)])
('tuna', [('WesternEuropean', 0.010038382), ('EastAsian', 0.0095494287)])
('butter', [('EasternEuropean', 0.52755904), ('NorthernEuropean', 0.50608933)])
('chocolate_candy_bars', [('SouthernEuropean', 0.00035265906), ('NorthAmerican', 2.1813581e-05)])
('sirloin_tip_roast', [('SoutheastAsian', 0.00027995522), ('LatinAmerican', 0.00016818028)])
('condiments', [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00050454086)])
('chopped_fresh_herbs', [('African', 0.00085251493), ('WesternEuropean', 0.00073811633)])
('creole_style_seasoning', [('LatinAmerican', 0.00042045073), ('SouthernEuropean', 0.00014106362)])
('carnitas', [('LatinAmerican', 0.00084090146), ('EastAsian', 0.0)])
('udon', [('EastAsian', 0.0057834568), ('SoutheastAsian', 0.0011198209)])
('burgers', [('WesternEuropean', 0.00029524654), ('EastAsian', 0.00013449899)])
('chili_powder', [('SouthAsian', 0.13405196), ('LatinAmerican', 0.11049445)])
('fideos', [('SouthernEuropean', 0.00042319085), ('EastAsian', 0.0)])
('dungeness_crabs', [('SouthernEuropean', 0.00035265906), ('SoutheastAsian', 0.00027995522)])
('orange_peel', [('MiddleEastern', 0.023255814), ('NorthAmerican', 0.0092271445)])
('kale', [('SouthernEuropean', 0.0080406265), ('NorthernEuropean', 0.0054127197)])
('satsuma_imo', [('EastAsian', 0.00067249493), ('SoutheastAsian', 0.00027995522)])
('pink_beans', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('ham', [('WesternEuropean', 0.026129318), ('NorthAmerican', 0.025434636)])
('chopped_green_chilies', [('LatinAmerican', 0.0046249582), ('SouthAsian', 0.00027639579)])
('dried_black_beans', [('LatinAmerican', 0.0029431551), ('EastAsian', 0.00013449899)])
('cognac', [('WesternEuropean', 0.015795689), ('NorthernEuropean', 0.0027063598)])
('kelp', [('EastAsian', 0.026899798), ('SoutheastAsian', 0.00055991043)])
('mexicorn', [('LatinAmerican', 0.0016818029), ('EastAsian', 0.0)])
('galanga', [('SoutheastAsian', 0.0083986558), ('SouthAsian', 0.00027639579)])
('green_tomatoes', [('NorthAmerican', 0.001875968), ('WesternEuropean', 0.00088573957)])
('pillsbury_refrigerated_crescent_dinner_rolls', [('LatinAmerican', 0.00050454086), ('SouthernEuropean', 0.00028212724)])
('campanelle', [('SouthernEuropean', 0.00042319085), ('EastAsian', 0.0)])
('sweet_peas', [('NorthernEuropean', 0.0054127197), ('SouthAsian', 0.00055279158)])
('chives', [('WesternEuropean', 0.0067906701), ('EastAsian', 0.0067249495)])
('andouille_sausage', [('LatinAmerican', 0.019004373), ('NorthAmerican', 0.00076347531)])
('heinz_chili_sauce', [('LatinAmerican', 0.00025227043), ('WesternEuropean', 0.00014762327)])
('urad_dal', [('SouthAsian', 0.018242123), ('EastAsian', 0.00026899797)])
('fresh_mozzarella_balls', [('SouthernEuropean', 0.00035265906), ('EastAsian', 0.0)])
('himalayan_salt', [('SouthAsian', 0.00055279158), ('LatinAmerican', 0.00042045073)])
('flavoring', [('SoutheastAsian', 0.00083986565), ('LatinAmerican', 0.00075681129)])
('mirin', [('EastAsian', 0.06563551), ('SoutheastAsian', 0.0036394177)])
('toasted_pecans', [('WesternEuropean', 0.00073811633), ('NorthAmerican', 0.00030539013)])
('chilli_paste', [('SouthAsian', 0.0030403538), ('EastAsian', 0.0012104909)])
('hominy', [('LatinAmerican', 0.0062226709), ('NorthAmerican', 6.5440741e-05)])
('meringue', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00044286979)])
('herdez_salsa_verde', [('LatinAmerican', 0.00050454086), ('EastAsian', 0.0)])
('phyllo_dough', [('African', 0.0051150895), ('SouthernEuropean', 0.0031033996)])
('sponge', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00044286979)])
('frozen_vegetables', [('SoutheastAsian', 0.00055991043), ('SouthAsian', 0.00055279158)])
('ground_cloves', [('SouthAsian', 0.017965727), ('African', 0.017902814)])
('cavatelli', [('SouthernEuropean', 0.00063478627), ('WesternEuropean', 0.00014762327)])
('asafoetida', [('SouthAsian', 0.018518519), ('EastAsian', 0.00080699392)])
('okra', [('LatinAmerican', 0.015893036), ('SouthAsian', 0.0093974574)])
('mexican_chorizo', [('LatinAmerican', 0.0027749748), ('EastAsian', 0.0)])
('black_olives', [('LatinAmerican', 0.0079044737), ('SouthernEuropean', 0.0071942448)])
('ice', [('LatinAmerican', 0.0043726875), ('SoutheastAsian', 0.0030795073)])
('hellmanns_real_mayonnaise', [('NorthernEuropean', 0.0013531799), ('SoutheastAsian', 0.00027995522)])
('bartlett_pear', [('NorthAmerican', 0.00037083088), ('WesternEuropean', 0.00029524654)])
('asafetida', [('SouthAsian', 0.010226645), ('EastAsian', 0.00080699392)])
('corn', [('LatinAmerican', 0.27556342), ('EastAsian', 0.17027572)])
('flour_for_dusting', [('NorthernEuropean', 0.0027063598), ('SouthernEuropean', 0.0016222317)])
('file_powder', [('LatinAmerican', 0.0038681466), ('NorthAmerican', 6.5440741e-05)])
('rump_roast', [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00042319085)])
('pepperidge_farm_puff_pastry', [('WesternEuropean', 0.00029524654), ('LatinAmerican', 0.00025227043)])
('frangelico', [('SouthernEuropean', 0.00063478627), ('WesternEuropean', 0.00029524654)])
('breakfast_sausages', [('LatinAmerican', 0.00050454086), ('WesternEuropean', 0.00044286979)])
('ricotta_salata', [('SouthernEuropean', 0.0016222317), ('African', 0.00085251493)])
('prepar_salsa', [('LatinAmerican', 0.0023545241), ('NorthAmerican', 4.3627162e-05)])
('lingonberry', [('NorthernEuropean', 0.0067658997), ('WesternEuropean', 0.00014762327)])
('plum', [('SouthernEuropean', 0.034137394), ('African', 0.028985508)])
('turbinado', [('WesternEuropean', 0.0022143489), ('NorthernEuropean', 0.0013531799)])
('sushi_nori', [('EastAsian', 0.00067249493), ('African', 0.0)])
('half_&_half', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('baked_beans', [('WesternEuropean', 0.00044286979), ('SouthAsian', 0.00027639579)])
('octopus', [('EastAsian', 0.0043039676), ('African', 0.00085251493)])
('flatbread', [('African', 0.0017050299), ('SouthAsian', 0.0016583748)])
('sliced_mushrooms', [('SouthernEuropean', 0.0095217945), ('SoutheastAsian', 0.0064389696)])
('beefsteak_tomatoes', [('SouthernEuropean', 0.0012695725), ('African', 0.00085251493)])
('hoagie_rolls', [('SouthernEuropean', 0.00056425447), ('LatinAmerican', 0.00033636056)])
('sofrito', [('LatinAmerican', 0.00033636056), ('SouthernEuropean', 7.0531809e-05)])
('grated_pecorino', [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.0)])
('loin', [('WesternEuropean', 0.00059049309), ('SouthAsian', 0.00027639579)])
('soy', [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00080699392)])
('rounds', [('EastAsian', 0.00040349696), ('SouthAsian', 0.00027639579)])
('tomatillo_salsa', [('LatinAmerican', 0.00084090146), ('EastAsian', 0.0)])
('maldon_sea_salt', [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00021159543)])
('amchur', [('SouthAsian', 0.019071311), ('EastAsian', 0.0022864828)])
('low_fat_mayonnaise', [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.00073811633)])
('amaretti_cookies', [('SouthernEuropean', 0.00070531812), ('WesternEuropean', 0.00014762327)])
('gin', [('NorthAmerican', 0.00146151), ('WesternEuropean', 0.0010333628)])
('sweet_potatoes', [('African', 0.030690538), ('SouthAsian', 0.015478165)])
('diced_tomatoes_and_green_chilies', [('LatinAmerican', 0.00067272113), ('EastAsian', 0.0)])
('pinenuts', [('SouthernEuropean', 0.020172097), ('African', 0.010230179)])
('soft_taco_size_flour_tortillas', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('panettone', [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00028212724)])
('pitted_black_olives', [('African', 0.0034100597), ('SouthernEuropean', 0.0021159542)])
('tempeh', [('African', 0.00085251493), ('SoutheastAsian', 0.00083986565)])
('cremini_mushrooms', [('NorthernEuropean', 0.0067658997), ('SouthernEuropean', 0.004866695)])
('paprika', [('African', 0.12787724), ('SouthAsian', 0.052238807)])
('whiskey', [('EasternEuropean', 0.010498688), ('WesternEuropean', 0.010186005)])
('atta', [('SouthAsian', 0.0024875621), ('EastAsian', 0.00013449899)])
('kosher_salt', [('African', 0.078431375), ('SouthAsian', 0.069375344)])
('parmagiano_reggiano', [('SouthernEuropean', 0.0009169135), ('EastAsian', 0.0)])
('splenda_brown_sugar_blend', [('SoutheastAsian', 0.00027995522), ('LatinAmerican', 0.00025227043)])
('hot_water', [('NorthernEuropean', 0.010825439), ('SoutheastAsian', 0.010638298)])
('short_rib', [('EastAsian', 0.0024209819), ('NorthernEuropean', 0.0013531799)])
('rolled_oats', [('WesternEuropean', 0.0025095956), ('SoutheastAsian', 0.00055991043)])
('chinese_sesame_paste', [('EastAsian', 0.00067249493), ('African', 0.0)])
('dinner_rolls', [('SouthAsian', 0.0008291874), ('LatinAmerican', 0.00033636056)])
('sprouts', [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.00094149297)])
('cacao', [('NorthAmerican', 0.00071984821), ('WesternEuropean', 0.00044286979)])
('dashi_kombu', [('EastAsian', 0.0022864828), ('African', 0.0)])
('saltines', [('LatinAmerican', 0.00075681129), ('NorthAmerican', 0.00050171238)])
('mole_sauce', [('LatinAmerican', 0.0010931719), ('EastAsian', 0.0)])
('baguette', [('SouthernEuropean', 0.01050924), ('WesternEuropean', 0.0093002655)])
('kaiser_rolls', [('African', 0.00085251493), ('LatinAmerican', 0.00058863102)])
('mini_chocolate_chips', [('SouthernEuropean', 0.00042319085), ('LatinAmerican', 8.4090141e-05)])
('sweet_gherkin', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00029524654)])
('venison', [('NorthernEuropean', 0.0013531799), ('SoutheastAsian', 0.00027995522)])
('baking_spray', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00014762327)])
('chocolate_syrup', [('WesternEuropean', 0.0010333628), ('SouthernEuropean', 0.00028212724)])
('leek', [('MiddleEastern', 0.032558139), ('WesternEuropean', 0.013433717)])
('truffles', [('WesternEuropean', 0.00044286979), ('SouthernEuropean', 0.00014106362)])
('campari', [('SouthernEuropean', 0.00063478627), ('EastAsian', 0.0)])
('blue_crabs', [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00050454086)])
('sesame', [('EastAsian', 0.0028244788), ('SoutheastAsian', 0.00083986565)])
('fat_free_mayonnaise', [('LatinAmerican', 0.00075681129), ('SouthernEuropean', 0.00070531812)])
('gala_apples', [('WesternEuropean', 0.0011809862), ('EastAsian', 0.00026899797)])
('chaat_masala', [('SouthAsian', 0.011608624), ('NorthernEuropean', 0.0013531799)])
('sea_scallops', [('WesternEuropean', 0.0041334513), ('SouthernEuropean', 0.0028918041)])
('mahi_mahi_fillets', [('LatinAmerican', 0.00058863102), ('SoutheastAsian', 0.00027995522)])
('_drained_and_chopped', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('caraway', [('EasternEuropean', 0.05511811), ('NorthernEuropean', 0.041948579)])
('_well_scrubbed', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('potato', [('EasternEuropean', 0.19160105), ('MiddleEastern', 0.074418604)])
('monterey_jack', [('LatinAmerican', 0.017911201), ('SouthernEuropean', 0.00063478627)])
('monkfish_fillets', [('African', 0.00085251493), ('WesternEuropean', 0.00044286979)])
('cherry_brandy', [('EasternEuropean', 0.010498688), ('WesternEuropean', 0.0016238559)])
('chopped_pecans', [('NorthAmerican', 0.0044499706), ('LatinAmerican', 0.0026067945)])
('whole_allspice', [('WesternEuropean', 0.0011809862), ('SouthAsian', 0.0011055832)])
('fusilli', [('SouthernEuropean', 0.0031033996), ('LatinAmerican', 0.00058863102)])
('lemon_juice', [('MiddleEastern', 0.24806201), ('NorthAmerican', 0.081909999)])
('sauvignon_blanc', [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 7.0531809e-05)])
('dried_cornhusks', [('LatinAmerican', 0.00067272113), ('EastAsian', 0.0)])
('sunflower_oil', [('SouthAsian', 0.010226645), ('EastAsian', 0.0033624747)])
('chilegarlic_sauce', [('EastAsian', 0.00094149297), ('SoutheastAsian', 0.00083986565)])
('guava', [('LatinAmerican', 0.00067272113), ('SoutheastAsian', 0.00055991043)])
('anise_seed', [('NorthernEuropean', 0.0054127197), ('SouthernEuropean', 0.0015516998)])
('milk', [('NorthAmerican', 0.26376984), ('EasternEuropean', 0.24671917)])
('granulated_white_sugar', [('SoutheastAsian', 0.0022396417), ('EastAsian', 0.00053799595)])
('grape', [('SouthernEuropean', 0.013753703), ('LatinAmerican', 0.0066431216)])
('camembert_cheese', [('WesternEuropean', 0.0011809862), ('NorthAmerican', 8.7254324e-05)])
('accent_seasoning', [('SoutheastAsian', 0.0016797313), ('EastAsian', 0.0)])
('canola_mayonnaise', [('SouthernEuropean', 0.00035265906), ('SoutheastAsian', 0.00027995522)])
('couscous', [('African', 0.12105712), ('SouthAsian', 0.004145937)])
('globe_eggplant', [('SouthernEuropean', 0.00028212724), ('EastAsian', 0.00013449899)])
('thai_pepper', [('SoutheastAsian', 0.011198209), ('MiddleEastern', 0.0031007752)])
('frozen_pizza_dough', [('SouthernEuropean', 0.00035265906), ('EastAsian', 0.0)])
('cold_water', [('NorthernEuropean', 0.024357239), ('EastAsian', 0.019233355)])
('icing', [('LatinAmerican', 0.00016818028), ('WesternEuropean', 0.00014762327)])
('yeast', [('EasternEuropean', 0.12598425), ('NorthernEuropean', 0.1082544)])
('pan_drippings', [('WesternEuropean', 0.00044286979), ('NorthAmerican', 0.00017450865)])
('seasoned_flour', [('WesternEuropean', 0.00029524654), ('NorthAmerican', 8.7254324e-05)])
('grape_brandy', [('SouthernEuropean', 0.00056425447), ('EastAsian', 0.0)])
('farro', [('SouthernEuropean', 0.0011285089), ('African', 0.00085251493)])
('brewed_espresso', [('SouthernEuropean', 0.00098744535), ('WesternEuropean', 0.00029524654)])
('ground_paprika', [('African', 0.0017050299), ('SouthAsian', 0.0016583748)])
('marinara_sauce', [('SouthernEuropean', 0.015869657), ('SoutheastAsian', 0.00027995522)])
('catalina_dressing', [('LatinAmerican', 0.00058863102), ('NorthAmerican', 2.1813581e-05)])
('peaches', [('NorthAmerican', 0.0041009532), ('WesternEuropean', 0.0028048421)])
('bouquet_garni', [('WesternEuropean', 0.0025095956), ('LatinAmerican', 0.00016818028)])
('tortillas', [('LatinAmerican', 0.017743021), ('NorthernEuropean', 0.0013531799)])
('teas', [('SouthAsian', 0.0030403538), ('NorthernEuropean', 0.0013531799)])
('biryani_masala', [('SouthAsian', 0.0030403538), ('EastAsian', 0.0)])
('cane_sugar', [('SouthAsian', 0.0011055832), ('EastAsian', 0.00094149297)])
('peeled_tomatoes', [('SouthernEuropean', 0.0028918041), ('SouthAsian', 0.001381979)])
('triple_sec', [('LatinAmerican', 0.0022704338), ('SouthernEuropean', 0.00035265906)])
('pepperoni_slices', [('SouthernEuropean', 0.0022570179), ('LatinAmerican', 0.00033636056)])
('soft_tofu', [('EastAsian', 0.0051109619), ('SoutheastAsian', 0.00083986565)])
('pork', [('SoutheastAsian', 0.1399776), ('EastAsian', 0.13503699)])
('kraft_zesty_italian_dressing', [('LatinAmerican', 0.00025227043), ('SouthernEuropean', 0.00014106362)])
('seasoning', [('LatinAmerican', 0.0051294989), ('EastAsian', 0.0028244788)])
('currant', [('EasternEuropean', 0.01312336), ('African', 0.011935209)])
('frankfurter', [('WesternEuropean', 0.0010333628), ('NorthAmerican', 0.0005671531)])
('flour_tortillas', [('LatinAmerican', 0.069206186), ('SoutheastAsian', 0.0025195968)])
('port', [('WesternEuropean', 0.0020667256), ('SouthernEuropean', 0.00028212724)])
('gnocchi', [('SouthernEuropean', 0.0028918041), ('EastAsian', 0.0)])
('tapioca', [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.00013449899)])
('channa_dal', [('SouthAsian', 0.0022111663), ('EastAsian', 0.00013449899)])
('dried_mixed_herbs', [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00028212724)])
('chip_plain_tortilla', [('LatinAmerican', 0.00084090146), ('EastAsian', 0.0)])
('mussels', [('WesternEuropean', 0.0073811631), ('SoutheastAsian', 0.0069988803)])
('corn_flake', [('NorthAmerican', 0.0046026655), ('MiddleEastern', 0.0031007752)])
('cake_mix', [('WesternEuropean', 0.00014762327), ('NorthAmerican', 8.7254324e-05)])
('water', [('SoutheastAsian', 0.23712206), ('SouthAsian', 0.22664456)])
('light_red_kidney_beans', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('biscuit_dough', [('SouthernEuropean', 0.00028212724), ('SouthAsian', 0.00027639579)])
('bisquick', [('LatinAmerican', 0.00016818028), ('WesternEuropean', 0.00014762327)])
('fine_granulated_sugar', [('EastAsian', 0.00040349696), ('WesternEuropean', 0.00029524654)])
('frosting', [('NorthAmerican', 0.00032720371), ('LatinAmerican', 0.00025227043)])
('_cook_and_drain', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('ancho_powder', [('LatinAmerican', 0.005381769), ('NorthernEuropean', 0.0013531799)])
('crumbles', [('LatinAmerican', 0.00067272113), ('SoutheastAsian', 0.00027995522)])
('jalapeno_chilies', [('LatinAmerican', 0.10443996), ('SoutheastAsian', 0.04255319)])
('sweet_and_sour_sauce', [('EastAsian', 0.0012104909), ('SoutheastAsian', 0.00055991043)])
('cornbread_stuffing_mix', [('NorthAmerican', 0.00010906791), ('LatinAmerican', 8.4090141e-05)])
('cinnamon', [('African', 0.44927537), ('MiddleEastern', 0.19224806)])
('green_peas', [('SouthAsian', 0.019624101), ('EastAsian', 0.0045729657)])
('radish', [('EastAsian', 0.043577675), ('MiddleEastern', 0.007751938)])
('crumbled_cornbread', [('LatinAmerican', 0.00016818028), ('NorthAmerican', 8.7254324e-05)])
('cajun_seasoning', [('LatinAmerican', 0.025142953), ('NorthAmerican', 0.0015487643)])
('gyoza_wrappers', [('EastAsian', 0.0021519838), ('SoutheastAsian', 0.00027995522)])
('reduced_fat_mayonnaise', [('LatinAmerican', 0.00084090146), ('SouthAsian', 0.00055279158)])
('red_chile_powder', [('SouthAsian', 0.0030403538), ('SoutheastAsian', 0.00083986565)])
('sake', [('EastAsian', 0.1071957), ('SoutheastAsian', 0.0036394177)])
('chees_fresco_queso', [('LatinAmerican', 0.0026067945), ('SouthernEuropean', 0.00014106362)])
('ground_tumeric', [('SouthAsian', 0.0046987287), ('African', 0.0025575447)])
('cooking_apples', [('WesternEuropean', 0.0010333628), ('NorthAmerican', 4.3627162e-05)])
('yellow_lentils', [('SouthAsian', 0.0024875621), ('African', 0.00085251493)])
('flank_steak', [('SoutheastAsian', 0.014837626), ('EastAsian', 0.01466039)])
('lily_buds', [('EastAsian', 0.0010759919), ('African', 0.0)])
('msg', [('EastAsian', 0.0024209819), ('SoutheastAsian', 0.0011198209)])
('fine_sea_salt', [('WesternEuropean', 0.0094478894), ('SouthernEuropean', 0.0060657356)])
('yoghurt', [('SouthAsian', 0.058319513), ('African', 0.00085251493)])
('thai_green_curry_paste', [('SoutheastAsian', 0.013717805), ('EastAsian', 0.00013449899)])
('cool_whip', [('NorthernEuropean', 0.0040595401), ('LatinAmerican', 0.00016818028)])
('brown_gravy_mix', [('WesternEuropean', 0.00014762327), ('LatinAmerican', 8.4090141e-05)])
('white_sesame_seeds', [('EastAsian', 0.0091459313), ('SoutheastAsian', 0.0013997761)])
('vin_santo', [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.0)])
('chocolate', [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.0025095956)])
('green_split_peas', [('SouthAsian', 0.00055279158), ('WesternEuropean', 0.00029524654)])
('olive', [('African', 0.49872124), ('SouthernEuropean', 0.44406828)])
('spearmint', [('SoutheastAsian', 0.0011198209), ('African', 0.00085251493)])
('peaches_in_heavy_syrup', [('NorthAmerican', 0.00013088148), ('EastAsian', 0.0)])
('ice_cubes', [('LatinAmerican', 0.0042045075), ('SouthAsian', 0.0038695412)])
('green_olives', [('African', 0.03836317), ('SouthernEuropean', 0.0062773312)])
('kefir', [('NorthernEuropean', 0.0027063598), ('SoutheastAsian', 0.00027995522)])
('steak_seasoning', [('SouthernEuropean', 0.00028212724), ('SoutheastAsian', 0.00027995522)])
('soup', [('SoutheastAsian', 0.0016797313), ('EastAsian', 0.0013449899)])
('wonton_wrappers', [('EastAsian', 0.01466039), ('SoutheastAsian', 0.0030795073)])
('boiling_potatoes', [('NorthernEuropean', 0.0081190802), ('SouthAsian', 0.0063571036)])
('dried_chickpeas', [('African', 0.0034100597), ('SouthAsian', 0.0027639579)])
('mayonaise', [('NorthernEuropean', 0.041948579), ('LatinAmerican', 0.022283887)])
('jerk_seasoning', [('LatinAmerican', 0.00075681129), ('EastAsian', 0.0)])
('hemp_seeds', [('African', 0.00085251493), ('LatinAmerican', 0.00042045073)])
('dried_fettuccine', [('SouthernEuropean', 0.00098744535), ('EastAsian', 0.0)])
('cornflakes', [('SouthernEuropean', 0.00014106362), ('LatinAmerican', 8.4090141e-05)])
('harissa', [('African', 0.031543054), ('SouthAsian', 0.00027639579)])
('top_round_steak', [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.00094149297)])
('heirloom_tomatoes', [('SouthernEuropean', 0.0019043589), ('LatinAmerican', 0.00050454086)])
('pomegranate_seeds', [('African', 0.0017050299), ('SouthAsian', 0.0016583748)])
('petite_peas', [('SouthAsian', 0.00055279158), ('WesternEuropean', 0.00014762327)])
('guanciale', [('SouthernEuropean', 0.0013401044), ('NorthAmerican', 4.3627162e-05)])
('loaves', [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)])
('oil_cured_olives', [('African', 0.0025575447), ('SouthernEuropean', 0.00042319085)])
('pot_roast', [('African', 0.0017050299), ('WesternEuropean', 0.00014762327)])
('foie_gras', [('WesternEuropean', 0.0017714791), ('EastAsian', 0.0)])
('crushed_pineapples_in_juice', [('SouthAsian', 0.00027639579), ('WesternEuropean', 0.00014762327)])
('kumquats', [('WesternEuropean', 0.00059049309), ('LatinAmerican', 0.00033636056)])
('gelatin', [('NorthAmerican', 0.02813952), ('NorthernEuropean', 0.014884979)])
('red_food_coloring', [('SouthAsian', 0.0035931454), ('EastAsian', 0.0026899797)])
('demi_glace', [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 7.0531809e-05)])
('date', [('African', 0.030690538), ('MiddleEastern', 0.029457364)])
('liquid', [('LatinAmerican', 0.0019340733), ('EastAsian', 0.0017484869)])
('curry', [('SouthAsian', 0.013543394), ('African', 0.0025575447)])
('fronds', [('African', 0.0017050299), ('NorthernEuropean', 0.0013531799)])
('diced_green_chilies', [('LatinAmerican', 0.008577195), ('SouthAsian', 0.00055279158)])
('fresh_peas', [('SouthAsian', 0.0016583748), ('NorthernEuropean', 0.0013531799)])
('mango', [('SouthAsian', 0.04671089), ('SoutheastAsian', 0.02043673)])
('tahini', [('EastAsian', 0.0028244788), ('SouthernEuropean', 0.0017632953)])
('coconut_oil', [('SouthAsian', 0.0008291874), ('NorthAmerican', 0.00028357655)])
('harissa_sauce', [('African', 0.0042625745), ('SouthernEuropean', 7.0531809e-05)])
('chickpea', [('MiddleEastern', 0.054263566), ('African', 0.034100596)])
('white_cake_mix', [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)])
('marshmallows', [('LatinAmerican', 0.00016818028), ('NorthAmerican', 8.7254324e-05)])
('dried_salted_codfish', [('SouthernEuropean', 0.00070531812), ('LatinAmerican', 0.00067272113)])
('prosecco', [('SouthernEuropean', 0.00070531812), ('WesternEuropean', 0.00029524654)])
('confit', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00073811633)])
('green_beans', [('SoutheastAsian', 0.024916014), ('WesternEuropean', 0.0087097725)])
('pappardelle_pasta', [('SouthernEuropean', 0.00042319085), ('WesternEuropean', 0.00014762327)])
('allspice_berries', [('NorthernEuropean', 0.0027063598), ('LatinAmerican', 0.0018499832)])
('frozen_sweet_peas', [('SoutheastAsian', 0.0016797313), ('SouthernEuropean', 7.0531809e-05)])
('carbonated_water', [('SouthernEuropean', 0.00056425447), ('SouthAsian', 0.00027639579)])
('lasagna_noodles', [('SouthernEuropean', 0.013824235), ('NorthernEuropean', 0.0013531799)])
('yams', [('African', 0.0034100597), ('SouthAsian', 0.001381979)])
('new_potatoes', [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.0023619724)])
('lo_mein_noodles', [('EastAsian', 0.0032279757), ('SoutheastAsian', 0.0011198209)])
('red_lentils', [('SouthAsian', 0.023217248), ('African', 0.011935209)])
('red_enchilada_sauce', [('LatinAmerican', 0.0054658595), ('EastAsian', 0.0)])
('roasting_chickens', [('African', 0.0025575447), ('LatinAmerican', 0.0016818029)])
('ahi', [('EastAsian', 0.00053799595), ('SouthernEuropean', 7.0531809e-05)])
('japanese_turnips', [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00080699392)])
('green_curry_paste', [('SoutheastAsian', 0.012318029), ('SouthAsian', 0.00055279158)])
('black_mission_figs', [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 0.00028212724)])
('prebaked_pizza_crusts', [('SouthernEuropean', 0.00098744535), ('NorthAmerican', 2.1813581e-05)])
('baby_carrots', [('African', 0.0042625745), ('WesternEuropean', 0.0036905815)])
('prunes', [('African', 0.022165388), ('WesternEuropean', 0.0022143489)])
('ketchup', [('EastAsian', 0.020712845), ('SoutheastAsian', 0.014837626)])
('gemelli', [('SouthernEuropean', 0.00098744535), ('EastAsian', 0.0)])
('chopped_tomatoes', [('African', 0.018755328), ('SouthAsian', 0.017412934)])
('pinot_noir', [('WesternEuropean', 0.00044286979), ('SouthernEuropean', 0.00035265906)])
('collard_greens', [('NorthAmerican', 0.0030975286), ('LatinAmerican', 0.0014295324)])
('crushed_ice', [('LatinAmerican', 0.0018499832), ('SoutheastAsian', 0.0016797313)])
('beef_broth', [('EasternEuropean', 0.052493438), ('EastAsian', 0.01869536)])
('stir_fry_sauce', [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.0010759919)])
('chinese_five_spice_powder', [('EastAsian', 0.030262273), ('SoutheastAsian', 0.0055991043)])
('chipotle_chile', [('LatinAmerican', 0.011436259), ('SouthernEuropean', 0.00035265906)])
('amaretto', [('SouthernEuropean', 0.001481168), ('WesternEuropean', 0.00073811633)])
('hatch_green_chiles', [('LatinAmerican', 0.00050454086), ('NorthAmerican', 2.1813581e-05)])
('french_rolls', [('LatinAmerican', 0.00033636056), ('SouthernEuropean', 0.00021159543)])
('all_purpose_flour', [('NorthernEuropean', 0.16644114), ('WesternEuropean', 0.15500443)])
('and_fat_free_half_half', [('SouthernEuropean', 0.0009169135), ('SouthAsian', 0.00055279158)])
('free_range_chickens', [('WesternEuropean', 0.00044286979), ('SoutheastAsian', 0.00027995522)])
('leeks', [('WesternEuropean', 0.02849129), ('NorthernEuropean', 0.012178619)])
('horseradish', [('EasternEuropean', 0.023622047), ('NorthernEuropean', 0.018944521)])
('rye_flour', [('NorthernEuropean', 0.028416779), ('EasternEuropean', 0.010498688)])
('tomatoes_with_juice', [('LatinAmerican', 0.0031113354), ('NorthernEuropean', 0.0027063598)])
('linguine', [('SouthernEuropean', 0.01403583), ('SoutheastAsian', 0.0050391937)])
('tart_shells', [('WesternEuropean', 0.00044286979), ('EastAsian', 0.00013449899)])
('chiles', [('SoutheastAsian', 0.02043673), ('SouthAsian', 0.012990602)])
('walnuts', [('NorthernEuropean', 0.013531799), ('SouthernEuropean', 0.0038792496)])
('mixed_peel', [('WesternEuropean', 0.00059049309), ('LatinAmerican', 8.4090141e-05)])
('aioli', [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00028212724)])
('anjou_pears', [('WesternEuropean', 0.00044286979), ('SouthernEuropean', 0.00021159543)])
('thai_noodles', [('SoutheastAsian', 0.0027995522), ('EastAsian', 0.0)])
('mission_figs', [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)])
('fettucine', [('SouthernEuropean', 0.0098039219), ('LatinAmerican', 0.001177262)])
('flora_cuisine', [('SoutheastAsian', 0.0011198209), ('African', 0.00085251493)])
('crescent_rolls', [('LatinAmerican', 0.00050454086), ('WesternEuropean', 0.00014762327)])
('balsamic_vinaigrette', [('SouthernEuropean', 0.00056425447), ('NorthAmerican', 4.3627162e-05)])
('assorted_fresh_vegetables', [('SoutheastAsian', 0.00027995522), ('SouthAsian', 0.00027639579)])
('pepperoni', [('SouthernEuropean', 0.0034560587), ('LatinAmerican', 0.00016818028)])
('cheese', [('SouthernEuropean', 0.48942024), ('LatinAmerican', 0.29112008)])
('graham_crackers', [('SoutheastAsian', 0.00055991043), ('WesternEuropean', 0.00029524654)])
('collard_green_leaves', [('NorthAmerican', 8.7254324e-05), ('LatinAmerican', 8.4090141e-05)])
('parsnip', [('MiddleEastern', 0.012403101), ('EasternEuropean', 0.0078740157)])
('roasted_sesame_seeds', [('EastAsian', 0.0032279757), ('SouthAsian', 0.00055279158)])
('salsa_verde', [('LatinAmerican', 0.010847629), ('SouthernEuropean', 0.00028212724)])
('cassava', [('African', 0.0025575447), ('SoutheastAsian', 0.0016797313)])
('salad_dressing', [('SouthernEuropean', 0.0023275497), ('LatinAmerican', 0.0015977127)])
('cannellini_beans', [('SouthernEuropean', 0.011919876), ('WesternEuropean', 0.0032477118)])
('piment_despelette', [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)])
('chayotes', [('SoutheastAsian', 0.0027995522), ('LatinAmerican', 0.0016818029)])
('groundnut', [('SoutheastAsian', 0.00083986565), ('SouthAsian', 0.0008291874)])
('masala', [('SouthAsian', 0.018242123), ('SoutheastAsian', 0.00027995522)])
('rouille', [('WesternEuropean', 0.00088573957), ('EastAsian', 0.0)])
('baked_pizza_crust', [('SouthernEuropean', 0.00070531812), ('SoutheastAsian', 0.00027995522)])
('miniature_semisweet_chocolate_chips', [('SouthernEuropean', 0.00028212724), ('NorthAmerican', 2.1813581e-05)])
('vermicelli', [('African', 0.0051150895), ('SoutheastAsian', 0.0016797313)])
('dried_currants', [('African', 0.011082694), ('WesternEuropean', 0.0059049306)])
('tortilla_chips', [('LatinAmerican', 0.024722502), ('SoutheastAsian', 0.00027995522)])
('pierogi', [('NorthernEuropean', 0.0094722603), ('EastAsian', 0.0)])
('jaggery', [('SouthAsian', 0.0099502485), ('EastAsian', 0.00040349696)])
('oats', [('SouthAsian', 0.00055279158), ('WesternEuropean', 0.00044286979)])
('breadstick', [('SouthernEuropean', 0.0009169135), ('LatinAmerican', 0.00016818028)])
('oreo_cookies', [('WesternEuropean', 0.00044286979), ('NorthAmerican', 8.7254324e-05)])
('browning', [('EastAsian', 0.00080699392), ('LatinAmerican', 0.00067272113)])
('spareribs', [('EastAsian', 0.0012104909), ('SoutheastAsian', 0.00055991043)])
('rioja', [('SouthernEuropean', 0.00035265906), ('EastAsian', 0.0)])
('apples', [('NorthernEuropean', 0.01759134), ('WesternEuropean', 0.0067906701)])
('fresh_herbs', [('SoutheastAsian', 0.0022396417), ('WesternEuropean', 0.0019191025)])
('cane_syrup', [('LatinAmerican', 0.00033636056), ('SoutheastAsian', 0.00027995522)])
('cane_molasses', [('NorthAmerican', 0.14999019), ('EasternEuropean', 0.065616801)])
('coconut', [('SoutheastAsian', 0.30263159), ('SouthAsian', 0.197623)])
('filet_mignon', [('WesternEuropean', 0.00059049309), ('SoutheastAsian', 0.00055991043)])
('ras_el_hanout', [('African', 0.036658142), ('SouthernEuropean', 7.0531809e-05)])
('slaw', [('LatinAmerican', 0.00075681129), ('EastAsian', 0.00053799595)])
('port_wine', [('NorthernEuropean', 0.0067658997), ('WesternEuropean', 0.00088573957)])
('baby_potatoes', [('SouthAsian', 0.0027639579), ('WesternEuropean', 0.00059049309)])
('stewed_tomatoes', [('LatinAmerican', 0.0084090149), ('African', 0.0042625745)])
('pastry', [('WesternEuropean', 0.0026572188), ('NorthernEuropean', 0.0013531799)])
('manicotti', [('SouthernEuropean', 0.00042319085), ('EastAsian', 0.0)])
('italian_eggplant', [('SouthernEuropean', 0.00056425447), ('SouthAsian', 0.00055279158)])
('toasted_almonds', [('African', 0.0051150895), ('SouthAsian', 0.0008291874)])
('filet_mignon_steaks', [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 7.0531809e-05)])
('italian_sausage', [('SouthernEuropean', 0.0090986034), ('LatinAmerican', 0.00042045073)])
('small_new_potatoes', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00073811633)])
('quickcooking_grits', [('NorthAmerican', 0.0017669001), ('LatinAmerican', 0.00033636056)])
('mature_cheddar', [('LatinAmerican', 0.00025227043), ('WesternEuropean', 0.00014762327)])
('halibut', [('SoutheastAsian', 0.00083986565), ('LatinAmerican', 0.00075681129)])
('chocolate_curls', [('WesternEuropean', 0.00044286979), ('SouthernEuropean', 7.0531809e-05)])
('plain_breadcrumbs', [('SouthernEuropean', 0.00042319085), ('SoutheastAsian', 0.00027995522)])
('pearl_onions', [('WesternEuropean', 0.0082669025), ('African', 0.0034100597)])
('enchilada_sauce', [('LatinAmerican', 0.024722502), ('NorthAmerican', 2.1813581e-05)])
('button_mushrooms', [('NorthernEuropean', 0.0067658997), ('WesternEuropean', 0.0062001771)])
('dried_dates', [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)])
('pizza_crust', [('SouthernEuropean', 0.0026096769), ('LatinAmerican', 0.00033636056)])
('dried_kidney_beans', [('LatinAmerican', 0.0010090817), ('SouthAsian', 0.00027639579)])
('beef_liver', [('EastAsian', 0.00026899797), ('NorthAmerican', 0.00015269507)])
('seafood', [('EastAsian', 0.00080699392), ('SouthernEuropean', 0.00021159543)])
('toasted_pine_nuts', [('SouthernEuropean', 0.002186486), ('African', 0.00085251493)])
('crme_frache', [('WesternEuropean', 0.01313847), ('NorthernEuropean', 0.012178619)])
('nioise_olives', [('WesternEuropean', 0.0035429583), ('SouthernEuropean', 0.00021159543)])
('roasted_pistachios', [('African', 0.00085251493), ('SouthernEuropean', 0.00028212724)])
('radicchio', [('SouthernEuropean', 0.0032444634), ('WesternEuropean', 0.00073811633)])
('salt', [('SouthAsian', 0.53454947), ('NorthernEuropean', 0.38971582)])
('angostura_bitters', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00033636056)])
('porterhouse_steaks', [('SouthernEuropean', 0.00028212724), ('EastAsian', 0.00026899797)])
('banger', [('WesternEuropean', 0.0010333628), ('EastAsian', 0.0)])
('green_peppercorns', [('WesternEuropean', 0.0017714791), ('SoutheastAsian', 0.00055991043)])
('diced_onions', [('LatinAmerican', 0.0088294651), ('African', 0.0042625745)])
('rye_bread', [('NorthernEuropean', 0.012178619), ('EasternEuropean', 0.010498688)])
('roast_red_peppers', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('calamari', [('SoutheastAsian', 0.00083986565), ('SouthernEuropean', 0.00077584991)])
('chocolate_sprinkles', [('LatinAmerican', 0.0013454423), ('WesternEuropean', 0.00014762327)])
('queso_fresco', [('LatinAmerican', 0.01177262), ('SouthernEuropean', 7.0531809e-05)])
('dried_dillweed', [('NorthernEuropean', 0.0094722603), ('SouthernEuropean', 0.00098744535)])
('gold_potatoes', [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.00059049309)])
('nectarine', [('NorthAmerican', 0.0009816112), ('WesternEuropean', 0.00029524654)])
('celtic_salt', [('African', 0.0017050299), ('SouthernEuropean', 0.00028212724)])
('fajita_seasoning_mix', [('LatinAmerican', 0.0015977127), ('SouthernEuropean', 7.0531809e-05)])
('bamboo_shoots', [('EastAsian', 0.012239408), ('SoutheastAsian', 0.010638298)])
('wood', [('EastAsian', 0.0033624747), ('SoutheastAsian', 0.0030795073)])
('black', [('SouthAsian', 0.00027639579), ('WesternEuropean', 0.00014762327)])
('daal', [('SouthAsian', 0.0016583748), ('EastAsian', 0.00040349696)])
('cornish_game_hens', [('African', 0.0042625745), ('SoutheastAsian', 0.00055991043)])
('plums', [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.0026572188)])
('pumpkin', [('EastAsian', 0.020174848), ('NorthAmerican', 0.013502607)])
('sun_dried_tomatoes_in_oil', [('SouthernEuropean', 0.0023275497), ('SouthAsian', 0.00027639579)])
('chillies', [('SouthAsian', 0.012990602), ('SoutheastAsian', 0.0083986558)])
('green_chile', [('LatinAmerican', 0.019256644), ('SouthAsian', 0.0085682701)])
('furikake', [('EastAsian', 0.0010759919), ('African', 0.0)])
('fatback', [('SoutheastAsian', 0.00055991043), ('WesternEuropean', 0.00044286979)])
('chop_green_chilies', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('bitters', [('LatinAmerican', 0.00058863102), ('SouthernEuropean', 0.00014106362)])
('baby_eggplants', [('SoutheastAsian', 0.00055991043), ('SouthernEuropean', 0.00021159543)])
('red_vermouth', [('SouthernEuropean', 0.00035265906), ('EastAsian', 0.0)])
('ground_round', [('SouthernEuropean', 0.0019043589), ('LatinAmerican', 0.0014295324)])
('cumin', [('SouthAsian', 0.53537863), ('African', 0.52685422)])
('poultry_seasoning', [('SouthernEuropean', 0.0009169135), ('NorthAmerican', 0.00091617042)])
('dulce_de_leche', [('LatinAmerican', 0.00025227043), ('WesternEuropean', 0.00014762327)])
('fresh_chives', [('WesternEuropean', 0.0051668142), ('NorthernEuropean', 0.0027063598)])
('vermicelli_noodles', [('SoutheastAsian', 0.0036394177), ('EastAsian', 0.00053799595)])
('chinese_black_mushrooms', [('EastAsian', 0.0016139878), ('African', 0.0)])
('masa_harina', [('LatinAmerican', 0.0080726538), ('NorthAmerican', 8.7254324e-05)])
('sesame_paste', [('EastAsian', 0.0022864828), ('African', 0.00085251493)])
('curry_paste', [('SouthAsian', 0.014648978), ('SoutheastAsian', 0.01343785)])
('baking_soda', [('NorthernEuropean', 0.032476321), ('WesternEuropean', 0.030115146)])
('mutton', [('SouthAsian', 0.0049751243), ('WesternEuropean', 0.00059049309)])
('roasted_peanut', [('SoutheastAsian', 0.010078387), ('African', 0.0051150895)])
('white_sugar', [('SoutheastAsian', 0.030795073), ('EastAsian', 0.026227303)])
('herb_seasoning', [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00056425447)])
('crawfish', [('LatinAmerican', 0.0059704003), ('NorthernEuropean', 0.0013531799)])
('glaze', [('NorthernEuropean', 0.0013531799), ('EastAsian', 0.00053799595)])
('roasted_meat', [('NorthAmerican', 0.00030539013), ('LatinAmerican', 8.4090141e-05)])
('roasted_red_peppers', [('SouthernEuropean', 0.011355622), ('LatinAmerican', 0.0034476959)])
('calvados', [('WesternEuropean', 0.0028048421), ('SouthernEuropean', 0.00014106362)])
('mandarin', [('NorthAmerican', 0.0059332941), ('EastAsian', 0.0044384669)])
('edamame', [('EastAsian', 0.00403497), ('SoutheastAsian', 0.0022396417)])
('cantaloupe', [('SoutheastAsian', 0.0011198209), ('SouthernEuropean', 0.00077584991)])
('unsweetened_soymilk', [('SouthAsian', 0.00055279158), ('LatinAmerican', 0.00016818028)])
('spring_roll_wrappers', [('SoutheastAsian', 0.0097984327), ('EastAsian', 0.0026899797)])
('chili_oil', [('EastAsian', 0.012239408), ('SoutheastAsian', 0.0033594626)])
('brassica', [('EastAsian', 0.0036314728), ('MiddleEastern', 0.0031007752)])
('gran_marnier', [('WesternEuropean', 0.0014762327), ('SouthernEuropean', 0.00021159543)])
('dates', [('African', 0.013640239), ('WesternEuropean', 0.0023619724)])
('sweet_paprika', [('African', 0.036658142), ('NorthernEuropean', 0.0040595401)])
('kidney_beans', [('LatinAmerican', 0.010090818), ('NorthernEuropean', 0.0081190802)])
('berry', [('NorthAmerican', 0.0034247322), ('NorthernEuropean', 0.0027063598)])
('kahla', [('SouthernEuropean', 0.00084638171), ('WesternEuropean', 0.00073811633)])
('chorizo', [('LatinAmerican', 0.0030272452), ('SouthernEuropean', 0.0015516998)])
('wheels', [('WesternEuropean', 0.00059049309), ('SouthAsian', 0.00027639579)])
('hot_dogs', [('SoutheastAsian', 0.0036394177), ('NorthernEuropean', 0.0013531799)])
('tabasco_pepper', [('NorthAmerican', 0.017450865), ('EasternEuropean', 0.01312336)])
('sugar_syrup', [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00016818028)])
('canned_tomatoes', [('NorthernEuropean', 0.0040595401), ('African', 0.0034100597)])
('boar', [('SouthernEuropean', 0.00021159543), ('WesternEuropean', 0.00014762327)])
('hoisin_sauce', [('EastAsian', 0.045191661), ('SoutheastAsian', 0.024916014)])
('sliced_black_olives', [('LatinAmerican', 0.0080726538), ('SouthernEuropean', 0.0043729721)])
('brats', [('WesternEuropean', 0.00059049309), ('LatinAmerican', 8.4090141e-05)])
('turkey', [('LatinAmerican', 0.028002018), ('SouthernEuropean', 0.019184653)])
('olives', [('African', 0.009377664), ('WesternEuropean', 0.0048715677)])
('ground_sausage', [('SoutheastAsian', 0.00055991043), ('SouthernEuropean', 0.00035265906)])
('artichokes', [('SouthernEuropean', 0.0040908451), ('African', 0.0017050299)])
('chopped_nuts', [('NorthernEuropean', 0.0013531799), ('SouthAsian', 0.00055279158)])
('shortening', [('WesternEuropean', 0.0051668142), ('LatinAmerican', 0.0042885975)])
('hamburger_buns', [('African', 0.0025575447), ('SoutheastAsian', 0.0019596864)])
('vegan_worcestershire_sauce', [('SoutheastAsian', 0.00027995522), ('LatinAmerican', 0.00025227043)])
('mashed_potatoes', [('NorthernEuropean', 0.0067658997), ('WesternEuropean', 0.0053144377)])
('ravioli', [('SouthernEuropean', 0.0011285089), ('EastAsian', 0.0)])
('pace_chunky_salsa', [('LatinAmerican', 0.00067272113), ('EastAsian', 0.0)])
('cooked_meatballs', [('SouthernEuropean', 0.00042319085), ('LatinAmerican', 8.4090141e-05)])
('graham_cracker_crusts', [('NorthAmerican', 0.00019632223), ('LatinAmerican', 8.4090141e-05)])
('seasoning_salt', [('LatinAmerican', 0.0030272452), ('NorthernEuropean', 0.0013531799)])
('red_wine', [('MiddleEastern', 0.046511628), ('EasternEuropean', 0.036745407)])
('squash', [('African', 0.050298382), ('MiddleEastern', 0.018604651)])
('arrowroot', [('NorthernEuropean', 0.0013531799), ('EastAsian', 0.00067249493)])
('pickling_spices', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00073811633)])
('elbow_pasta', [('SouthernEuropean', 0.00021159543), ('LatinAmerican', 8.4090141e-05)])
('sweet_chili_sauce', [('SoutheastAsian', 0.022396417), ('EastAsian', 0.0032279757)])
('chunky_pasta_sauce', [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.0)])
('coco', [('WesternEuropean', 0.00029524654), ('SoutheastAsian', 0.00027995522)])
('chocolate_shavings', [('SouthernEuropean', 0.00063478627), ('WesternEuropean', 0.00059049309)])
('passion_fruit', [('African', 0.00085251493), ('NorthAmerican', 0.00032720371)])
('twists', [('WesternEuropean', 0.00014762327), ('LatinAmerican', 8.4090141e-05)])
('tortilla_wraps', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('shredded_carrots', [('SoutheastAsian', 0.018477043), ('EastAsian', 0.0082044387)])
('casings', [('SouthernEuropean', 0.00028212724), ('SoutheastAsian', 0.00027995522)])
('red_kidney_bean', [('NorthAmerican', 0.0010906791), ('LatinAmerican', 0.00075681129)])
('frozen_mixed_berries', [('SouthernEuropean', 0.00042319085), ('LatinAmerican', 0.00033636056)])
('dry_rub', [('SoutheastAsian', 0.00027995522), ('NorthAmerican', 8.7254324e-05)])
('lumpia_wrappers', [('SoutheastAsian', 0.0044792835), ('EastAsian', 0.0)])
('mild_salsa', [('LatinAmerican', 0.00042045073), ('NorthAmerican', 2.1813581e-05)])
('dri_leav_rosemari', [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00021159543)])
('bows', [('SouthernEuropean', 0.00028212724), ('WesternEuropean', 0.00014762327)])
('macaroni', [('SouthernEuropean', 0.07208351), ('NorthAmerican', 0.043125451)])
('catfish', [('LatinAmerican', 0.0042045075), ('SoutheastAsian', 0.0039193728)])
('queso_asadero', [('LatinAmerican', 0.00075681129), ('EastAsian', 0.0)])
('oil', [('SouthAsian', 0.15091211), ('SoutheastAsian', 0.09350504)])
('canned_chopped_tomatoes', [('NorthernEuropean', 0.0013531799), ('SouthAsian', 0.00055279158)])
('merguez_sausage', [('African', 0.0059676045), ('EastAsian', 0.0)])
('fruit', [('EasternEuropean', 0.020997375), ('NorthernEuropean', 0.01623816)])
('tortilla_shells', [('LatinAmerican', 0.00075681129), ('SoutheastAsian', 0.00027995522)])
('taro', [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.00053799595)])
('salmon_roe', [('EasternEuropean', 0.0052493438), ('NorthernEuropean', 0.0013531799)])
('southern_comfort', [('NorthAmerican', 0.00013088148), ('EastAsian', 0.0)])
('brown_rice', [('NorthAmerican', 0.006260498), ('EasternEuropean', 0.0026246719)])
('flaked', [('LatinAmerican', 0.00016818028), ('SouthernEuropean', 0.00014106362)])
('broth', [('SoutheastAsian', 0.0047592386), ('NorthernEuropean', 0.0040595401)])
('tapenade', [('WesternEuropean', 0.00088573957), ('SouthernEuropean', 0.00049372268)])
('veal', [('SouthernEuropean', 0.01481168), ('EasternEuropean', 0.01312336)])
('grappa', [('SouthernEuropean', 0.00063478627), ('EastAsian', 0.0)])
('curry_leaves', [('SouthAsian', 0.057490326), ('SoutheastAsian', 0.00083986565)])
('figs', [('African', 0.0042625745), ('WesternEuropean', 0.0014762327)])
('blanched_almonds', [('African', 0.010230179), ('NorthernEuropean', 0.0081190802)])
('fresh_green_peas', [('SouthAsian', 0.00055279158), ('SouthernEuropean', 0.00035265906)])
('posole', [('LatinAmerican', 0.00050454086), ('EastAsian', 0.0)])
('old_el_paso_enchilada_sauce', [('LatinAmerican', 0.00075681129), ('EastAsian', 0.0)])
('cockles', [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00029524654)])
('other_vegetables', [('EastAsian', 0.00040349696), ('SoutheastAsian', 0.00027995522)])
('steamer', [('EastAsian', 0.00067249493), ('SoutheastAsian', 0.00055991043)])
('cabernet_sauvignon', [('WesternEuropean', 0.00088573957), ('SouthernEuropean', 0.00014106362)])
('cilantro', [('SoutheastAsian', 0.34910414), ('SouthAsian', 0.33830845)])
('rose', [('MiddleEastern', 0.027906977), ('African', 0.008525149)])
('gram_flour', [('SouthAsian', 0.0085682701), ('EastAsian', 0.00026899797)])
('cayenne', [('LatinAmerican', 0.23906828), ('African', 0.21994884)])
('chinese_sausage', [('EastAsian', 0.0029589778), ('SoutheastAsian', 0.0013997761)])
('diced_tomatoes', [('LatinAmerican', 0.063319877), ('African', 0.04518329)])
('nectarines', [('WesternEuropean', 0.0010333628), ('African', 0.00085251493)])
('refrigerated_fettuccine', [('SouthernEuropean', 0.00056425447), ('WesternEuropean', 0.00014762327)])
('pasta_shells', [('SouthernEuropean', 0.001833827), ('LatinAmerican', 0.00025227043)])
('curry_sauce', [('SouthAsian', 0.0016583748), ('SoutheastAsian', 0.00083986565)])
('dipping_sauces', [('SoutheastAsian', 0.0069988803), ('EastAsian', 0.0037659719)])
('endive', [('WesternEuropean', 0.0069382936), ('SouthernEuropean', 0.003667654)])
('broad_beans', [('NorthernEuropean', 0.0013531799), ('African', 0.00085251493)])
('splenda', [('SoutheastAsian', 0.0019596864), ('EastAsian', 0.00067249493)])
('uncooked_ziti', [('SouthernEuropean', 0.00042319085), ('EastAsian', 0.0)])
('slivered_almonds', [('African', 0.023870418), ('NorthernEuropean', 0.0067658997)])
('spring!_water', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('dal', [('SouthAsian', 0.0035931454), ('EastAsian', 0.00013449899)])
('wax_beans', [('EastAsian', 0.00026899797), ('WesternEuropean', 0.00014762327)])
('nuoc_cham', [('SoutheastAsian', 0.0025195968), ('EastAsian', 0.0)])
('clam', [('EastAsian', 0.01721587), ('SouthernEuropean', 0.010932431)])
('whole_kernel_corn', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('crostini', [('SouthernEuropean', 0.00021159543), ('WesternEuropean', 0.00014762327)])
('frozen_limeade', [('LatinAmerican', 0.00058863102), ('EastAsian', 0.0)])
('tandoori_paste', [('SouthAsian', 0.001381979), ('EastAsian', 0.0)])
('_slice', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('hog_casings', [('LatinAmerican', 0.00016818028), ('SouthernEuropean', 0.00014106362)])
('_sliced', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('liquid_aminos', [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.00040349696)])
('kraft_miracle_whip_dressing', [('LatinAmerican', 0.00025227043), ('NorthAmerican', 4.3627162e-05)])
('straw_mushrooms', [('SoutheastAsian', 0.0067189252), ('EastAsian', 0.00094149297)])
('espresso_beans', [('SouthernEuropean', 0.00028212724), ('WesternEuropean', 0.00014762327)])
('naan', [('SouthAsian', 0.0085682701), ('African', 0.0017050299)])
('lobster', [('WesternEuropean', 0.0047239447), ('SouthernEuropean', 0.0029623359)])
('spring_onions', [('EastAsian', 0.031741761), ('SoutheastAsian', 0.031075029)])
('sweet_cherries', [('WesternEuropean', 0.0011809862), ('SouthernEuropean', 0.00084638171)])
('pickles', [('NorthernEuropean', 0.01623816), ('SouthAsian', 0.0011055832)])
('lentils', [('African', 0.011935209), ('SouthAsian', 0.011332228)])
('baby_spinach', [('SouthernEuropean', 0.0097333901), ('SouthAsian', 0.0088446653)])
('russet_potatoes', [('NorthernEuropean', 0.014884979), ('WesternEuropean', 0.012400354)])
('chicken_liver', [('EasternEuropean', 0.0078740157), ('MiddleEastern', 0.0046511628)])
('sweet_mini_bells', [('LatinAmerican', 0.00075681129), ('WesternEuropean', 0.00014762327)])
('chips', [('LatinAmerican', 0.0025227044), ('WesternEuropean', 0.00088573957)])
('calamansi_juice', [('SoutheastAsian', 0.0047592386), ('EastAsian', 0.0)])
('spelt_flour', [('NorthernEuropean', 0.0013531799), ('SouthAsian', 0.00027639579)])
('mild_italian_sausage', [('SouthernEuropean', 0.0011990408), ('LatinAmerican', 8.4090141e-05)])
('coarse_salt', [('LatinAmerican', 0.015388496), ('African', 0.015345269)])
('grill_seasoning', [('SouthAsian', 0.00027639579), ('SouthernEuropean', 0.00021159543)])
('harissa_paste', [('African', 0.016197784), ('WesternEuropean', 0.00014762327)])
('zest', [('SouthernEuropean', 0.00028212724), ('EastAsian', 0.00026899797)])
('smoked_kielbasa', [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.00014762327)])
('40_less_sodium_taco_seasoning_mix', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('taco_bell_home_originals', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('dark_chocolate', [('WesternEuropean', 0.0014762327), ('NorthernEuropean', 0.0013531799)])
('pita_chips', [('SouthernEuropean', 0.00049372268), ('SouthAsian', 0.00027639579)])
('haricots_verts', [('WesternEuropean', 0.0047239447), ('SoutheastAsian', 0.0016797313)])
('sliced_shallots', [('SoutheastAsian', 0.0047592386), ('EastAsian', 0.00026899797)])
('piloncillo', [('LatinAmerican', 0.0018499832), ('EastAsian', 0.0)])
('chile_sauce', [('SoutheastAsian', 0.0047592386), ('EastAsian', 0.0014794889)])
('thin_spaghetti', [('SoutheastAsian', 0.00055991043), ('EastAsian', 0.00040349696)])
('fresh_mozzarella', [('SouthernEuropean', 0.0067005218), ('EastAsian', 0.00013449899)])
('chinese_eggplants', [('EastAsian', 0.00094149297), ('SoutheastAsian', 0.00083986565)])
('chvre', [('African', 0.00085251493), ('WesternEuropean', 0.00044286979)])
('shrimp', [('SoutheastAsian', 0.1643337), ('EastAsian', 0.095494285)])
('pistachio', [('MiddleEastern', 0.032558139), ('African', 0.0068201195)])
('swiss_cheese', [('EasternEuropean', 0.01312336), ('NorthAmerican', 0.0099906204)])
('great_northern_beans', [('SouthernEuropean', 0.0019043589), ('WesternEuropean', 0.0017714791)])
('chive', [('EasternEuropean', 0.044619422), ('NorthAmerican', 0.02253343)])
('starchy_potatoes', [('NorthernEuropean', 0.0013531799), ('SouthAsian', 0.00027639579)])
('small_white_beans', [('WesternEuropean', 0.0011809862), ('SouthernEuropean', 0.00028212724)])
('tawny_port', [('African', 0.0017050299), ('WesternEuropean', 0.0013286094)])
('gari', [('EastAsian', 0.0061869537), ('SoutheastAsian', 0.00083986565)])
('dumpling_wrappers', [('EastAsian', 0.0034969738), ('SouthAsian', 0.00055279158)])
('chenpi', [('EastAsian', 0.00094149297), ('African', 0.0)])
('white_bread', [('EasternEuropean', 0.01312336), ('NorthAmerican', 0.0061950572)])
('yam', [('MiddleEastern', 0.010852713), ('African', 0.0017050299)])
('country_crock_spread', [('LatinAmerican', 0.0010931719), ('WesternEuropean', 0.00014762327)])
('shells', [('SoutheastAsian', 0.0016797313), ('LatinAmerican', 0.0014295324)])
('anise', [('SoutheastAsian', 0.025475923), ('EastAsian', 0.015736382)])
('sponge_cake', [('WesternEuropean', 0.0011809862), ('SouthernEuropean', 0.00014106362)])
('_cut_into_italian_loaf', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('frozen_shelled_edamame', [('EastAsian', 0.00094149297), ('SoutheastAsian', 0.00083986565)])
('sorrel', [('NorthernEuropean', 0.0054127197), ('LatinAmerican', 0.00033636056)])
('chili_sauce', [('SoutheastAsian', 0.016517358), ('EastAsian', 0.0064559514)])
('brown_lentils', [('African', 0.0059676045), ('SouthAsian', 0.0035931454)])
('radishes', [('SoutheastAsian', 0.014557671), ('NorthernEuropean', 0.010825439)])
('taco_sauce', [('LatinAmerican', 0.005297679), ('EastAsian', 0.0)])
('brine_cured_olives', [('African', 0.00085251493), ('SouthernEuropean', 0.00077584991)])
('tripe', [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00016818028)])
('nilla_wafers', [('NorthAmerican', 0.00021813581), ('EastAsian', 0.0)])
('anchovies', [('EastAsian', 0.0025554809), ('SouthernEuropean', 0.0016927634)])
('bouillon', [('NorthernEuropean', 0.0013531799), ('LatinAmerican', 0.00050454086)])
('cornmeal', [('LatinAmerican', 0.0062226709), ('SouthernEuropean', 0.0052898857)])
('maida_flour', [('SouthAsian', 0.0038695412), ('EastAsian', 0.00026899797)])
('sanding_sugar', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00025227043)])
('freshly_grated_parmesan', [('SouthernEuropean', 0.006347863), ('NorthernEuropean', 0.0013531799)])
('black_salt', [('SouthAsian', 0.0027639579), ('SouthernEuropean', 0.00014106362)])
('boiling_water', [('African', 0.013640239), ('EastAsian', 0.0088769337)])
('russet', [('WesternEuropean', 0.00073811633), ('SouthAsian', 0.00027639579)])
('tostadas', [('LatinAmerican', 0.0012613522), ('EastAsian', 0.0)])
('spaghettini', [('SouthernEuropean', 0.0016222317), ('EastAsian', 0.00013449899)])
('edam', [('SoutheastAsian', 0.0011198209), ('LatinAmerican', 8.4090141e-05)])
('bartlett_pears', [('WesternEuropean', 0.0011809862), ('SouthernEuropean', 0.00021159543)])
('semi_sweet_chocolate_morsels', [('WesternEuropean', 0.0022143489), ('SouthernEuropean', 0.0015516998)])
('nori_sheets', [('EastAsian', 0.0025554809), ('African', 0.0)])
('top_sirloin', [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.0013449899)])
('seitan', [('SoutheastAsian', 0.00027995522), ('SouthAsian', 0.00027639579)])
('natural_pistachios', [('African', 0.0017050299), ('WesternEuropean', 0.00029524654)])
('navel_oranges', [('African', 0.0017050299), ('WesternEuropean', 0.0016238559)])
('tagliatelle', [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.0012695725)])
('salted_peanuts', [('SoutheastAsian', 0.0050391937), ('EastAsian', 0.00053799595)])
('branzino', [('SoutheastAsian', 0.00055991043), ('SouthernEuropean', 0.00035265906)])
('pear', [('EastAsian', 0.018426362), ('MiddleEastern', 0.010852713)])
('peas', [('NorthernEuropean', 0.0094722603), ('SouthAsian', 0.0093974574)])
('dashi', [('EastAsian', 0.016946873), ('LatinAmerican', 8.4090141e-05)])
('herbs', [('SoutheastAsian', 0.0058790594), ('SouthAsian', 0.0022111663)])
('brandy', [('WesternEuropean', 0.018600531), ('MiddleEastern', 0.017054264)])
('diced_pimentos', [('NorthAmerican', 0.00013088148), ('LatinAmerican', 8.4090141e-05)])
('light_mayonnaise', [('NorthernEuropean', 0.0027063598), ('LatinAmerican', 0.0018499832)])
('chili_paste', [('SoutheastAsian', 0.013157895), ('EastAsian', 0.0084734363)])
('bocconcini', [('SouthernEuropean', 0.0011990408), ('EastAsian', 0.0)])
('masa', [('LatinAmerican', 0.0021022537), ('EastAsian', 0.0)])
('giardiniera', [('LatinAmerican', 0.00042045073), ('SouthernEuropean', 0.00035265906)])
('golden_raisins', [('African', 0.04177323), ('NorthernEuropean', 0.01623816)])
('(10_oz.)_frozen_chopped_spinach', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('chana_dal', [('SouthAsian', 0.0063571036), ('EastAsian', 0.0)])
('extra_large_eggs', [('NorthernEuropean', 0.0040595401), ('African', 0.0025575447)])
('pancake_mix', [('EastAsian', 0.00067249493), ('African', 0.0)])
('brussels_sprout', [('EasternEuropean', 0.0052493438), ('NorthAmerican', 0.0016796457)])
('ale', [('WesternEuropean', 0.0011809862), ('African', 0.00085251493)])
('juniper_berries', [('WesternEuropean', 0.0016238559), ('African', 0.00085251493)])
('frozen_blueberries', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00042045073)])
('rock_salt', [('SouthAsian', 0.001381979), ('SoutheastAsian', 0.00083986565)])
('fat_free_frozen_top_whip', [('SouthernEuropean', 0.00042319085), ('WesternEuropean', 0.00029524654)])
('porcini', [('SouthernEuropean', 0.0096628582), ('MiddleEastern', 0.0062015504)])
('crushed_graham_crackers', [('SoutheastAsian', 0.00027995522), ('NorthAmerican', 0.00010906791)])
('preserves', [('NorthernEuropean', 0.0013531799), ('African', 0.00085251493)])
('blueberries', [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.0013286094)])
('bertolli_alfredo_sauce', [('SouthernEuropean', 0.00056425447), ('EastAsian', 0.0)])
('rib_eye_steaks', [('EastAsian', 0.0032279757), ('SoutheastAsian', 0.0019596864)])
('anchovy_fillets', [('SouthernEuropean', 0.0092396671), ('WesternEuropean', 0.0072335401)])
('french_dressing', [('LatinAmerican', 0.00042045073), ('WesternEuropean', 0.00014762327)])
('chorizo_sausage', [('LatinAmerican', 0.0042045075), ('SouthernEuropean', 0.0035971224)])
('dressing', [('SoutheastAsian', 0.0033594626), ('NorthernEuropean', 0.0013531799)])
('bow_tie_pasta', [('SouthernEuropean', 0.006347863), ('LatinAmerican', 0.00058863102)])
('pickle_relish', [('LatinAmerican', 0.001177262), ('WesternEuropean', 0.00044286979)])
('turnips', [('African', 0.020460358), ('NorthernEuropean', 0.0081190802)])
('dried_udon', [('EastAsian', 0.00080699392), ('African', 0.0)])
('sugar_cane', [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00016818028)])
('lima_bean', [('NorthAmerican', 0.0025521889), ('MiddleEastern', 0.0015503876)])
('fat', [('African', 0.0059676045), ('SouthAsian', 0.0027639579)])
('baton', [('SoutheastAsian', 0.00083986565), ('WesternEuropean', 0.00029524654)])
('yukon_gold_potatoes', [('WesternEuropean', 0.010776498), ('African', 0.008525149)])
('jalape', [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00050454086)])
('kidney_bean', [('LatinAmerican', 0.0084090149), ('NorthAmerican', 0.0062823114)])
('apple_brandy', [('WesternEuropean', 0.0017714791), ('NorthAmerican', 0.00054533954)])
('ramen', [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00067249493)])
('baby_bok_choy', [('SoutheastAsian', 0.0081187012), ('EastAsian', 0.0073974445)])
('roma_tomatoes', [('LatinAmerican', 0.010427178), ('SoutheastAsian', 0.0055991043)])
('egg_noodle', [('EasternEuropean', 0.060367454), ('MiddleEastern', 0.015503876)])
('prosciutto', [('SouthernEuropean', 0.018549865), ('WesternEuropean', 0.0022143489)])
('_thaw', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('medium_salsa', [('LatinAmerican', 0.00050454086), ('EastAsian', 0.0)])
('cookies', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.0011809862)])
('tea', [('African', 0.012787724), ('EastAsian', 0.0075319437)])
('sirloin_tip', [('SoutheastAsian', 0.00083986565), ('LatinAmerican', 0.00025227043)])
('decorating_sugars', [('LatinAmerican', 0.00042045073), ('WesternEuropean', 0.00029524654)])
('yellow_rock_sugar', [('SoutheastAsian', 0.0022396417), ('EastAsian', 0.00080699392)])
('bergamot', [('WesternEuropean', 0.00014762327), ('NorthAmerican', 0.00013088148)])
('tom_yum_paste', [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.0)])
('bird_chile', [('SoutheastAsian', 0.012877939), ('SouthAsian', 0.0011055832)])
('refrigerated_crescent_rolls', [('LatinAmerican', 0.0010090817), ('SouthernEuropean', 0.00049372268)])
('crust', [('WesternEuropean', 0.0011809862), ('SouthernEuropean', 0.00035265906)])
('mitsuba', [('EastAsian', 0.00080699392), ('African', 0.0)])
('scallops', [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.0013449899)])
('ground_chile', [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)])
('nopalitos', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('new_york_strip_steaks', [('SoutheastAsian', 0.0016797313), ('WesternEuropean', 0.00088573957)])
('madras_curry_powder', [('SouthAsian', 0.0060807075), ('SoutheastAsian', 0.00083986565)])
('sardines', [('NorthernEuropean', 0.0013531799), ('African', 0.00085251493)])
('asadero', [('LatinAmerican', 0.0015136226), ('EastAsian', 0.0)])
('boiling_onions', [('WesternEuropean', 0.0013286094), ('SouthernEuropean', 0.00035265906)])
('italian_herbs', [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 8.4090141e-05)])
('hot_green_chile', [('SouthAsian', 0.001381979), ('SoutheastAsian', 0.00027995522)])
('smoked_paprika', [('African', 0.024722932), ('LatinAmerican', 0.014463505)])
('lasagne', [('SouthernEuropean', 0.00042319085), ('EastAsian', 0.0)])
('base', [('SoutheastAsian', 0.0036394177), ('EastAsian', 0.0010759919)])
('taco_seasoning', [('LatinAmerican', 0.022536159), ('SoutheastAsian', 0.00027995522)])
('salad_greens', [('WesternEuropean', 0.0019191025), ('SouthernEuropean', 0.0011285089)])
('orecchiette', [('SouthernEuropean', 0.0028918041), ('LatinAmerican', 8.4090141e-05)])
('guacamole', [('LatinAmerican', 0.015388496), ('EastAsian', 0.00013449899)])
('grapeseed_oil', [('EastAsian', 0.0036314728), ('SoutheastAsian', 0.0025195968)])
('bonito_flakes', [('EastAsian', 0.0049764626), ('SoutheastAsian', 0.00027995522)])
('sweet_italian_sausage', [('SouthernEuropean', 0.005148822), ('LatinAmerican', 0.00016818028)])
('roquefort_cheese', [('WesternEuropean', 0.00088573957), ('NorthAmerican', 0.0003490173)])
('pie_filling', [('NorthAmerican', 0.00013088148), ('EastAsian', 0.0)])
('chunky', [('LatinAmerican', 0.00042045073), ('WesternEuropean', 0.00014762327)])
('matzo_meal', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00014762327)])
('white_beans', [('SouthernEuropean', 0.0029623359), ('WesternEuropean', 0.0025095956)])
('herring', [('NorthernEuropean', 0.012178619), ('WesternEuropean', 0.00014762327)])
('chunky_salsa', [('LatinAmerican', 0.0056340396), ('SouthernEuropean', 0.00021159543)])
('scotch_bonnet_chile', [('LatinAmerican', 0.0036999665), ('SouthAsian', 0.00027639579)])
('bottle_gourd', [('SouthAsian', 0.0011055832), ('EastAsian', 0.00026899797)])
('worcestershire_sauce', [('LatinAmerican', 0.022115707), ('WesternEuropean', 0.013728964)])
('pears', [('EastAsian', 0.0041694688), ('WesternEuropean', 0.0035429583)])
('masoor_dal', [('SouthAsian', 0.0030403538), ('EastAsian', 0.0)])
('red_miso', [('EastAsian', 0.0036314728), ('SoutheastAsian', 0.00027995522)])
('boiled_eggs', [('NorthernEuropean', 0.0027063598), ('SoutheastAsian', 0.0011198209)])
('garnish', [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)])
('coarse_kosher_salt', [('African', 0.0017050299), ('SouthAsian', 0.0016583748)])
('jamaican_jerk_season', [('LatinAmerican', 0.0018499832), ('EastAsian', 0.0)])
('scallions', [('EastAsian', 0.13665098), ('SoutheastAsian', 0.070268758)])
('melon', [('SoutheastAsian', 0.0030795073), ('NorthAmerican', 0.0029448334)])
('pectin', [('WesternEuropean', 0.00029524654), ('SoutheastAsian', 0.00027995522)])
('won_ton_wrappers', [('EastAsian', 0.0034969738), ('SoutheastAsian', 0.00083986565)])
('toasted_peanuts', [('SoutheastAsian', 0.0013997761), ('SouthAsian', 0.00055279158)])
('sweet_pickle', [('SoutheastAsian', 0.00083986565), ('LatinAmerican', 0.00042045073)])
('unbaked_pie_crusts', [('WesternEuropean', 0.00029524654), ('NorthAmerican', 0.00026176297)])
('chardonnay', [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 0.00042319085)])
('flavored_syrup', [('WesternEuropean', 0.00014762327), ('SouthernEuropean', 0.00014106362)])
('malt', [('WesternEuropean', 0.0041334513), ('SouthAsian', 0.0024875621)])
('enokidake', [('EastAsian', 0.013718897), ('WesternEuropean', 0.00059049309)])
('diced_red_onions', [('LatinAmerican', 0.0028590648), ('SouthernEuropean', 0.00070531812)])
('frozen_whip_topping', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('toasted_slivered_almonds', [('African', 0.0017050299), ('NorthernEuropean', 0.0013531799)])
('manioc_flour', [('LatinAmerican', 0.0010090817), ('EastAsian', 0.0)])
('rotini', [('SouthernEuropean', 0.003667654), ('LatinAmerican', 0.00067272113)])
('dried_lentils', [('African', 0.0059676045), ('SouthAsian', 0.0046987287)])
('chinese_noodles', [('EastAsian', 0.0025554809), ('SoutheastAsian', 0.00083986565)])
('hamburger', [('SoutheastAsian', 0.00083986565), ('LatinAmerican', 0.00067272113)])
('penne_rigate', [('SouthernEuropean', 0.0011990408), ('African', 0.00085251493)])
('white_peaches', [('SouthernEuropean', 0.00021159543), ('NorthAmerican', 6.5440741e-05)])
('white_peppercorns', [('SoutheastAsian', 0.0027995522), ('NorthernEuropean', 0.0013531799)])
('bulk_italian_sausag', [('SouthernEuropean', 0.001481168), ('EastAsian', 0.0)])
('fingerling_potatoes', [('WesternEuropean', 0.0011809862), ('SouthAsian', 0.00055279158)])
('low_fat_mozzarella', [('SouthernEuropean', 0.00042319085), ('LatinAmerican', 0.00033636056)])
('greek_seasoning', [('SouthernEuropean', 0.0027507406), ('WesternEuropean', 0.00014762327)])
('_peel_and_devein', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('goat', [('SouthAsian', 0.00055279158), ('LatinAmerican', 0.00042045073)])
('refried_beans', [('LatinAmerican', 0.021022536), ('EastAsian', 0.0)])
('char_siu', [('EastAsian', 0.0010759919), ('African', 0.0)])
('low_sodium_teriyaki_sauce', [('SoutheastAsian', 0.00055991043), ('EastAsian', 0.00053799595)])
('patis', [('SoutheastAsian', 0.0025195968), ('EastAsian', 0.0)])
('cheddar_cheese', [('NorthAmerican', 0.052723426), ('LatinAmerican', 0.041624621)])
('doritos', [('LatinAmerican', 0.0010090817), ('EastAsian', 0.0)])
('fromage_blanc', [('WesternEuropean', 0.00073811633), ('EastAsian', 0.00013449899)])
('dark_brown_sugar', [('SoutheastAsian', 0.011758119), ('EastAsian', 0.0084734363)])
('tentacles', [('SouthernEuropean', 0.00084638171), ('EastAsian', 0.00013449899)])
('rocket_leaves', [('SouthernEuropean', 0.0028212725), ('WesternEuropean', 0.00044286979)])
('confectioners_sugar', [('WesternEuropean', 0.019043401), ('NorthernEuropean', 0.01759134)])
('amaretto_liqueur', [('SouthernEuropean', 0.00028212724), ('SouthAsian', 0.00027639579)])
('egg', [('EasternEuropean', 0.51706034), ('NorthAmerican', 0.37170342)])
('ripe_olives', [('LatinAmerican', 0.0040363269), ('SouthernEuropean', 0.0026096769)])
('turmeric', [('SouthAsian', 0.290492), ('African', 0.11253197)])
('toasted_walnuts', [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.0011809862)])
('essence', [('WesternEuropean', 0.00088573957), ('EastAsian', 0.00080699392)])
('limoncello', [('SouthernEuropean', 0.00042319085), ('EastAsian', 0.0)])
('shichimi_togarashi', [('EastAsian', 0.0022864828), ('NorthAmerican', 2.1813581e-05)])
('dough', [('NorthernEuropean', 0.0040595401), ('SouthernEuropean', 0.0033855268)])
('chipotle_peppers', [('LatinAmerican', 0.005297679), ('SoutheastAsian', 0.00027995522)])
('dark_leafy_greens', [('African', 0.00085251493), ('EastAsian', 0.00053799595)])
('katsuobushi', [('EastAsian', 0.0061869537), ('LatinAmerican', 0.00016818028)])
('artichok_heart_marin', [('SouthernEuropean', 0.0031739315), ('WesternEuropean', 0.00044286979)])
('hearts_of_romaine', [('African', 0.00085251493), ('SouthernEuropean', 0.00042319085)])
('bisquick_baking_mix', [('LatinAmerican', 0.00042045073), ('SouthernEuropean', 7.0531809e-05)])
('smoked_fish', [('NorthAmerican', 0.00013088148), ('EastAsian', 0.0)])
('ground_chuck', [('NorthernEuropean', 0.0027063598), ('LatinAmerican', 0.0015977127)])
('prego_traditional_italian_sauce', [('SouthernEuropean', 0.00028212724), ('LatinAmerican', 8.4090141e-05)])
('pink_peppercorns', [('WesternEuropean', 0.00044286979), ('EastAsian', 0.00040349696)])
('peanuts', [('SoutheastAsian', 0.061030235), ('EastAsian', 0.011432414)])
('pesto', [('SouthernEuropean', 0.0080406265), ('WesternEuropean', 0.00029524654)])
('sauce', [('EastAsian', 0.017081372), ('SoutheastAsian', 0.01343785)])
('medium_eggs', [('WesternEuropean', 0.0014762327), ('African', 0.00085251493)])
('coca_cola', [('EastAsian', 0.00053799595), ('NorthAmerican', 0.00015269507)])
('wasabi', [('EastAsian', 0.019502353), ('NorthAmerican', 0.0010034248)])
('crimini_mushrooms', [('WesternEuropean', 0.0020667256), ('SouthernEuropean', 0.0019748907)])
('ramen_noodles', [('EastAsian', 0.0073974445), ('NorthernEuropean', 0.0013531799)])
('whole_peeled_tomatoes', [('SouthernEuropean', 0.0046550995), ('SouthAsian', 0.0038695412)])
('juniper_berry', [('EasternEuropean', 0.010498688), ('NorthernEuropean', 0.0040595401)])
('chicken_broth', [('MiddleEastern', 0.088372096), ('EasternEuropean', 0.052493438)])
('cointreau', [('WesternEuropean', 0.00059049309), ('LatinAmerican', 0.00042045073)])
('english_muffins', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00025227043)])
('red_curry_paste', [('SoutheastAsian', 0.031075029), ('SouthAsian', 0.0022111663)])
('maltose', [('EastAsian', 0.0012104909), ('African', 0.0)])
('polish_sausage', [('NorthernEuropean', 0.0013531799), ('LatinAmerican', 0.00042045073)])
('dende_oil', [('LatinAmerican', 0.00058863102), ('EastAsian', 0.0)])
('flaxseed', [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00014106362)])
('biscuits', [('NorthAmerican', 0.00082891609), ('LatinAmerican', 0.00058863102)])
('five_spice', [('SoutheastAsian', 0.0019596864), ('EastAsian', 0.0017484869)])
('calamata_olives', [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00014762327)])
('clams', [('SouthernEuropean', 0.0050782901), ('SoutheastAsian', 0.0013997761)])
('mild_curry_powder', [('SouthAsian', 0.0035931454), ('SoutheastAsian', 0.00027995522)])
('fish', [('SoutheastAsian', 0.46360582), ('EastAsian', 0.091728315)])
('sole_fillet', [('WesternEuropean', 0.0010333628), ('SouthAsian', 0.00027639579)])
('lemongrass', [('SoutheastAsian', 0.12094065), ('MiddleEastern', 0.0031007752)])
('pepperoni_turkei', [('SouthernEuropean', 0.00056425447), ('EastAsian', 0.0)])
('flower', [('African', 0.0017050299), ('SouthAsian', 0.0016583748)])
('red_beets', [('NorthernEuropean', 0.0067658997), ('WesternEuropean', 0.00029524654)])
('granola', [('LatinAmerican', 0.00084090146), ('NorthAmerican', 2.1813581e-05)])
('quince', [('MiddleEastern', 0.0046511628), ('African', 0.0017050299)])
('kalonji', [('SouthAsian', 0.0011055832), ('EastAsian', 0.00026899797)])
('_rins_and_drain', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('fresh_chevre', [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00070531812)])
('roasted_chestnuts', [('WesternEuropean', 0.00044286979), ('EastAsian', 0.00013449899)])
('spanish_chorizo', [('SouthernEuropean', 0.0029623359), ('NorthernEuropean', 0.0013531799)])
('self_rising_cornmeal', [('NorthAmerican', 0.00076347531), ('LatinAmerican', 0.00025227043)])
('caramel_sauce', [('SoutheastAsian', 0.0013997761), ('WesternEuropean', 0.00073811633)])
('baked_tortilla_chips', [('LatinAmerican', 0.0026067945), ('EastAsian', 0.0)])
('single_crust_pie', [('WesternEuropean', 0.00088573957), ('NorthAmerican', 0.00013088148)])
('adzuki_beans', [('EastAsian', 0.00040349696), ('SoutheastAsian', 0.00027995522)])
('concord_grape', [('NorthAmerican', 0.00026176297), ('EastAsian', 0.0)])
('color_food_green', [('WesternEuropean', 0.0013286094), ('African', 0.00085251493)])
('calamansi', [('SoutheastAsian', 0.0041993279), ('EastAsian', 0.0)])
('glass_noodles', [('SoutheastAsian', 0.0050391937), ('EastAsian', 0.0028244788)])
('chia_seeds', [('LatinAmerican', 0.00058863102), ('SoutheastAsian', 0.00027995522)])
('free_range_eggs', [('WesternEuropean', 0.00059049309), ('SoutheastAsian', 0.00027995522)])
('balsamico_bianco', [('SouthernEuropean', 0.00028212724), ('SoutheastAsian', 0.00027995522)])
('miso', [('EastAsian', 0.0057834568), ('SoutheastAsian', 0.00083986565)])
('rotel_tomatoes', [('LatinAmerican', 0.0021863438), ('EastAsian', 0.0)])
('zinfandel', [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00035265906)])
('sooji', [('SouthAsian', 0.0011055832), ('EastAsian', 0.00013449899)])
('silken_tofu', [('EastAsian', 0.0045729657), ('NorthernEuropean', 0.0027063598)])
('serrano_chile', [('SouthAsian', 0.025428414), ('SoutheastAsian', 0.015397537)])
('grand_marnier', [('WesternEuropean', 0.0032477118), ('EastAsian', 0.00040349696)])
('black_tea', [('EasternEuropean', 0.0026246719), ('MiddleEastern', 0.0015503876)])
('grenadine_syrup', [('LatinAmerican', 0.00025227043), ('SouthernEuropean', 0.00014106362)])
('red_capsicum', [('SouthAsian', 0.001381979), ('SoutheastAsian', 0.00083986565)])
('canola_oil', [('SoutheastAsian', 0.051231802), ('SouthAsian', 0.043946933)])
('sliced_tomatoes', [('LatinAmerican', 0.00075681129), ('WesternEuropean', 0.00044286979)])
('orange_flower', [('MiddleEastern', 0.0046511628), ('African', 0.00085251493)])
('tapioca_pearls', [('SoutheastAsian', 0.00083986565), ('SouthAsian', 0.00027639579)])
('brisket', [('WesternEuropean', 0.00059049309), ('SoutheastAsian', 0.00027995522)])
('scallion', [('EastAsian', 0.16314727), ('MiddleEastern', 0.088372096)])
('lotus_roots', [('EastAsian', 0.00094149297), ('SouthAsian', 0.00027639579)])
('methi', [('SouthAsian', 0.0038695412), ('EastAsian', 0.00040349696)])
('prepared_lasagne', [('SouthernEuropean', 0.00077584991), ('LatinAmerican', 8.4090141e-05)])
('syrup', [('NorthernEuropean', 0.0013531799), ('EastAsian', 0.00080699392)])
('banana', [('NorthAmerican', 0.019523155), ('SoutheastAsian', 0.010918253)])
('gochugaru', [('EastAsian', 0.00403497), ('African', 0.0)])
('goji_berries', [('EastAsian', 0.00053799595), ('LatinAmerican', 0.00025227043)])
('mild_curry_paste', [('SouthAsian', 0.0016583748), ('EastAsian', 0.0)])
('black_peppercorns', [('SouthAsian', 0.033720288), ('SoutheastAsian', 0.019596865)])
('kecap_manis', [('SoutheastAsian', 0.0025195968), ('EastAsian', 0.0010759919)])
('reduced_sodium_black_beans', [('LatinAmerican', 0.00058863102), ('EastAsian', 0.0)])
('creme_anglaise', [('WesternEuropean', 0.00088573957), ('LatinAmerican', 8.4090141e-05)])
('gruyere_cheese', [('WesternEuropean', 0.0026572188), ('EasternEuropean', 0.0026246719)])
('tortellini', [('SouthernEuropean', 0.0014106362), ('EastAsian', 0.0)])
('aai', [('LatinAmerican', 0.001177262), ('EastAsian', 0.0)])
('sea_salt_flakes', [('WesternEuropean', 0.0011809862), ('African', 0.00085251493)])
('pie_crust', [('WesternEuropean', 0.0014762327), ('NorthAmerican', 0.00089435681)])
('haddock', [('WesternEuropean', 0.0032477118), ('EasternEuropean', 0.0026246719)])
('sambal_chile_paste', [('SoutheastAsian', 0.00055991043), ('EastAsian', 0.00040349696)])
('olive_oil', [('MiddleEastern', 0.40620154), ('SouthernEuropean', 0.18422909)])
('firm_tofu', [('SoutheastAsian', 0.016237402), ('EastAsian', 0.01613988)])
('corn_grit', [('LatinAmerican', 0.0042045075), ('EasternEuropean', 0.0026246719)])
('hard_salami', [('SouthernEuropean', 0.00021159543), ('LatinAmerican', 0.00016818028)])
('fillets', [('SoutheastAsian', 0.0027995522), ('SouthAsian', 0.0024875621)])
('shucked_oysters', [('LatinAmerican', 0.0010090817), ('WesternEuropean', 0.00029524654)])
('wakame', [('EastAsian', 0.0024209819), ('SoutheastAsian', 0.00027995522)])
('juice', [('SoutheastAsian', 0.0083986558), ('SouthAsian', 0.0071862908)])
('fettuccine_pasta', [('SouthernEuropean', 0.0017632953), ('LatinAmerican', 0.00033636056)])
('pappadams', [('SouthAsian', 0.001381979), ('EastAsian', 0.0)])
('jack_daniels', [('WesternEuropean', 0.00014762327), ('NorthAmerican', 0.00010906791)])
('kewpie_mayonnaise', [('EastAsian', 0.00080699392), ('African', 0.0)])
('puff_pastry', [('WesternEuropean', 0.0047239447), ('NorthernEuropean', 0.0027063598)])
('gai_lan', [('EastAsian', 0.0039004707), ('SoutheastAsian', 0.0025195968)])
('italian_salad_dressing', [('SouthernEuropean', 0.0030328678), ('LatinAmerican', 0.00084090146)])
('white_button_mushrooms', [('NorthernEuropean', 0.0013531799), ('EastAsian', 0.0012104909)])
('confit_duck_leg', [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.00088573957)])
('cooking_fat', [('SouthAsian', 0.0008291874), ('WesternEuropean', 0.00029524654)])
('sandwiches', [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00016818028)])
('sherry', [('EastAsian', 0.036987223), ('WesternEuropean', 0.022143491)])
('sliced_green_olives', [('African', 0.00085251493), ('SouthernEuropean', 0.00021159543)])
('zucchini', [('African', 0.05541347), ('MiddleEastern', 0.046511628)])
('fresca', [('LatinAmerican', 0.00075681129), ('EastAsian', 0.0)])
('eggs', [('NorthernEuropean', 0.15155616), ('EastAsian', 0.072225958)])
('salmon', [('NorthernEuropean', 0.036535859), ('EastAsian', 0.016946873)])
('brioche', [('WesternEuropean', 0.0010333628), ('LatinAmerican', 0.00016818028)])
('fine_salt', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00073811633)])
('mixed_greens', [('African', 0.0025575447), ('SoutheastAsian', 0.0016797313)])
('chocolate_morsels', [('WesternEuropean', 0.0011809862), ('SouthernEuropean', 0.00028212724)])
('bittersweet_chocolate', [('WesternEuropean', 0.0085621495), ('NorthernEuropean', 0.0054127197)])
('chard', [('EastAsian', 0.00053799595), ('WesternEuropean', 0.00029524654)])
('oyster', [('EastAsian', 0.069670476), ('SoutheastAsian', 0.034994401)])
('pean', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('fines_herbes', [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00021159543)])
('hot_chili_paste', [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.00013449899)])
('toasted_baguette', [('WesternEuropean', 0.00073811633), ('LatinAmerican', 0.00016818028)])
('neufchtel', [('SouthernEuropean', 0.00021159543), ('LatinAmerican', 0.00016818028)])
('miso_paste', [('EastAsian', 0.0092804302), ('SoutheastAsian', 0.00055991043)])
('vine_tomatoes', [('SouthernEuropean', 0.00042319085), ('SouthAsian', 0.00027639579)])
('frozen_pastry_puff_sheets', [('WesternEuropean', 0.012547977), ('NorthernEuropean', 0.0027063598)])
('callaloo', [('LatinAmerican', 0.00075681129), ('EastAsian', 0.0)])
('burrata', [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.0)])
('instant_espresso_powder', [('WesternEuropean', 0.0035429583), ('SouthernEuropean', 0.0016222317)])
('sausage_casings', [('SouthernEuropean', 0.0059246719), ('LatinAmerican', 0.001177262)])
('roasted_almonds', [('SouthernEuropean', 0.00035265906), ('EastAsian', 0.0)])
('fritos', [('LatinAmerican', 0.00075681129), ('EastAsian', 0.0)])
('pitted_green_olives', [('African', 0.012787724), ('SouthernEuropean', 0.0011285089)])
('buttercream_frosting', [('NorthAmerican', 8.7254324e-05), ('SouthernEuropean', 7.0531809e-05)])
('poppy_seeds', [('NorthernEuropean', 0.013531799), ('SouthAsian', 0.0088446653)])
('sambal_ulek', [('SoutheastAsian', 0.0064389696), ('EastAsian', 0.0032279757)])
('squirt', [('NorthernEuropean', 0.0027063598), ('SoutheastAsian', 0.00083986565)])
('batter', [('SouthAsian', 0.0008291874), ('EastAsian', 0.00013449899)])
('littleneck_clams', [('SouthernEuropean', 0.0031033996), ('WesternEuropean', 0.0011809862)])
('xanthan_gum', [('NorthernEuropean', 0.0027063598), ('EastAsian', 0.00067249493)])
('fryer_chickens', [('LatinAmerican', 0.00033636056), ('SoutheastAsian', 0.00027995522)])
('crabmeat', [('LatinAmerican', 0.0023545241), ('SoutheastAsian', 0.0022396417)])
('gaeta_olives', [('SouthernEuropean', 0.00042319085), ('WesternEuropean', 0.00014762327)])
('kasuri_methi', [('SouthAsian', 0.012161415), ('EastAsian', 0.00094149297)])
('dried_pappardelle', [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.0)])
('fresh_cranberries', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00088573957)])
('crema_mexicana', [('LatinAmerican', 0.0018499832), ('EastAsian', 0.0)])
('sirloin_steak', [('SoutheastAsian', 0.0047592386), ('EastAsian', 0.0039004707)])
('gouda', [('SouthAsian', 0.00027639579), ('WesternEuropean', 0.00014762327)])
('anaheim_chile', [('LatinAmerican', 0.0031113354), ('African', 0.0017050299)])
('dried_pasta', [('SouthernEuropean', 0.0009169135), ('SoutheastAsian', 0.00027995522)])
('achiote_paste', [('LatinAmerican', 0.00092499162), ('EastAsian', 0.0)])
('dandelion_greens', [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00035265906)])
('nutella', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00059049309)])
('elderberry', [('WesternEuropean', 0.00014762327), ('NorthAmerican', 8.7254324e-05)])
('rome_apples', [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 7.0531809e-05)])
('crema', [('LatinAmerican', 0.0029431551), ('EastAsian', 0.00013449899)])
('dark_molasses', [('WesternEuropean', 0.00073811633), ('SoutheastAsian', 0.00027995522)])
('tri_tip_roast', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.00013449899)])
('varnish_clams', [('SouthernEuropean', 0.00077584991), ('EastAsian', 0.00040349696)])
('hot_chili_sauce', [('SoutheastAsian', 0.0039193728), ('EastAsian', 0.002017485)])
('pico_de_gallo', [('LatinAmerican', 0.0065590311), ('WesternEuropean', 0.00014762327)])
('bulgur', [('African', 0.0025575447), ('SouthernEuropean', 0.00098744535)])
('dried_scallops', [('EastAsian', 0.00080699392), ('African', 0.0)])
('shortbread_cookies', [('WesternEuropean', 0.00029524654), ('EastAsian', 0.00013449899)])
('herdez_salsa_casera', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('frozen_spinach', [('SouthAsian', 0.0030403538), ('SouthernEuropean', 0.002186486)])
('double_crust_pie', [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00014762327)])
('wonton_skins', [('EastAsian', 0.00080699392), ('SoutheastAsian', 0.00027995522)])
('chopped_walnuts', [('NorthernEuropean', 0.010825439), ('WesternEuropean', 0.0042810747)])
('yuzu', [('EastAsian', 0.00067249493), ('African', 0.0)])
('low_moisture_mozzarella', [('SouthernEuropean', 0.00035265906), ('EastAsian', 0.0)])
('idli', [('SouthAsian', 0.001381979), ('EastAsian', 0.0)])
('eggplant', [('African', 0.028985508), ('SouthernEuropean', 0.01946678)])
('blue_cheese', [('NorthAmerican', 0.0072202953), ('SouthernEuropean', 0.0037381859)])
('raw_sugar', [('EastAsian', 0.0012104909), ('WesternEuropean', 0.00088573957)])
('shanks', [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00021159543)])
('chapati_flour', [('SouthAsian', 0.0022111663), ('EastAsian', 0.0)])
('kirsch', [('WesternEuropean', 0.0020667256), ('SouthernEuropean', 0.00014106362)])
('pimentos', [('LatinAmerican', 0.0032795155), ('SouthernEuropean', 0.0028918041)])
('prepared_guacamole', [('LatinAmerican', 0.00050454086), ('EastAsian', 0.0)])
('ground_walnuts', [('African', 0.0017050299), ('NorthernEuropean', 0.0013531799)])
('bosc_pears', [('WesternEuropean', 0.0020667256), ('SouthernEuropean', 0.00049372268)])
('scallop', [('WesternEuropean', 0.003838205), ('NorthAmerican', 0.0035119865)])
('pear_brandy', [('NorthAmerican', 0.00017450865), ('WesternEuropean', 0.00014762327)])
('pimenton', [('African', 0.00085251493), ('SouthernEuropean', 0.00035265906)])
('instant_espresso_granules', [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00028212724)])
('provolone_cheese', [('SouthernEuropean', 0.0039497814), ('NorthAmerican', 0.0023340532)])
('coleslaw', [('SoutheastAsian', 0.0011198209), ('LatinAmerican', 0.00050454086)])
('yakisoba_noodles', [('EastAsian', 0.0010759919), ('African', 0.0)])
('warm_water', [('NorthernEuropean', 0.029769959), ('African', 0.017050298)])
('dry_pasta', [('SouthernEuropean', 0.00056425447), ('SoutheastAsian', 0.00027995522)])
('velveeta', [('LatinAmerican', 0.0015136226), ('NorthernEuropean', 0.0013531799)])
('ciabatta', [('SouthernEuropean', 0.001481168), ('WesternEuropean', 0.00014762327)])
('buttermilk', [('NorthAmerican', 0.046462927), ('WesternEuropean', 0.032329496)])
('sourdough_baguette', [('SouthernEuropean', 0.00049372268), ('WesternEuropean', 0.00029524654)])
('ragu_cheesi_classic_alfredo_sauc', [('LatinAmerican', 0.00025227043), ('SouthernEuropean', 0.00014106362)])
('panko', [('EastAsian', 0.0030934769), ('SouthernEuropean', 0.0020454226)])
('pickling_cucumbers', [('NorthernEuropean', 0.0027063598), ('EastAsian', 0.00094149297)])
('raw_cashews', [('SouthAsian', 0.0044223326), ('LatinAmerican', 0.00058863102)])
('granulated_sugar', [('WesternEuropean', 0.024800709), ('NorthernEuropean', 0.023004059)])
('golden_delicious_apples', [('WesternEuropean', 0.0032477118), ('NorthernEuropean', 0.0013531799)])
('sliced_almonds', [('African', 0.018755328), ('SouthAsian', 0.0069098948)])
('boston_butt', [('SouthernEuropean', 0.00014106362), ('NorthAmerican', 6.5440741e-05)])
('peppercorns', [('SoutheastAsian', 0.014557671), ('SouthAsian', 0.0099502485)])
('part_skim_mozzarella', [('SouthernEuropean', 0.0015516998), ('African', 0.00085251493)])
('white_miso', [('EastAsian', 0.008742434), ('SoutheastAsian', 0.0011198209)])
('soba', [('EastAsian', 0.0036314728), ('SoutheastAsian', 0.00083986565)])
('french_fries', [('WesternEuropean', 0.00059049309), ('SoutheastAsian', 0.00027995522)])
('capsicum', [('SouthAsian', 0.0085682701), ('NorthernEuropean', 0.0040595401)])
('fontina', [('SouthernEuropean', 0.0019043589), ('WesternEuropean', 0.00014762327)])
('potato_chip', [('NorthAmerican', 0.0013960692), ('SouthAsian', 0.00027639579)])
('granny_smith_apples', [('NorthernEuropean', 0.013531799), ('WesternEuropean', 0.0050191912)])
('sriracha', [('SoutheastAsian', 0.036114223), ('EastAsian', 0.017619368)])
('black_currant', [('EasternEuropean', 0.0026246719), ('NorthAmerican', 0.00017450865)])
('chees_fresh_mozzarella', [('SouthernEuropean', 0.0050782901), ('LatinAmerican', 0.00016818028)])
('frozen_mixed_thawed_vegetables', [('EastAsian', 0.00026899797), ('SouthernEuropean', 0.00014106362)])
('quail', [('African', 0.0017050299), ('WesternEuropean', 0.00029524654)])
('rib', [('SouthernEuropean', 0.001481168), ('EastAsian', 0.0013449899)])
('firmly_packed_brown_sugar', [('SoutheastAsian', 0.0033594626), ('WesternEuropean', 0.0017714791)])
('chestnuts', [('EastAsian', 0.0013449899), ('WesternEuropean', 0.0011809862)])
('tandoori_seasoning', [('SouthAsian', 0.001381979), ('EastAsian', 0.0)])
('duck_breast_halves', [('SoutheastAsian', 0.00055991043), ('WesternEuropean', 0.00044286979)])
('no_salt_added_black_beans', [('LatinAmerican', 0.0015136226), ('EastAsian', 0.0)])
('chicory', [('WesternEuropean', 0.0047239447), ('SouthernEuropean', 0.0027507406)])
('dried_cranberries', [('African', 0.0059676045), ('WesternEuropean', 0.0028048421)])
('szechwan_peppercorns', [('EastAsian', 0.018291863), ('SoutheastAsian', 0.0011198209)])
('pasilla_chiles', [('LatinAmerican', 0.0023545241), ('NorthAmerican', 2.1813581e-05)])
('pomegranate', [('African', 0.0034100597), ('SoutheastAsian', 0.00027995522)])
('ziti', [('SouthernEuropean', 0.0020454226), ('EastAsian', 0.0)])
('king_prawns', [('SoutheastAsian', 0.00083986565), ('SouthAsian', 0.00055279158)])
('riesling', [('WesternEuropean', 0.0010333628), ('SouthernEuropean', 0.00021159543)])
('cucumber', [('SoutheastAsian', 0.092385218), ('EastAsian', 0.064559519)])
('pimento', [('African', 0.0059676045), ('NorthAmerican', 0.0047771744)])
('sandwich_rolls', [('SoutheastAsian', 0.00027995522), ('LatinAmerican', 0.00025227043)])
('chopped_almonds', [('African', 0.0025575447), ('SouthAsian', 0.0016583748)])
('pie_dough', [('WesternEuropean', 0.0017714791), ('SouthAsian', 0.00027639579)])
('picholine_olives', [('African', 0.0059676045), ('WesternEuropean', 0.00029524654)])
('cooked_rigatoni', [('SouthernEuropean', 0.00063478627), ('EastAsian', 0.0)])
('sumac', [('MiddleEastern', 0.013953488), ('African', 0.00085251493)])
('mixed_spice', [('WesternEuropean', 0.0025095956), ('African', 0.0017050299)])
('thai_chile', [('SoutheastAsian', 0.050111983), ('SouthAsian', 0.0044223326)])
('somen', [('EastAsian', 0.00080699392), ('SoutheastAsian', 0.00027995522)])
('_undrain', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('sweet_potatoes_or_yams', [('SoutheastAsian', 0.00027995522), ('LatinAmerican', 0.00025227043)])
('jerusalem_artichokes', [('WesternEuropean', 0.00014762327), ('EastAsian', 0.00013449899)])
('gumbo_file', [('LatinAmerican', 0.00067272113), ('EastAsian', 0.0)])
('roasted_pork', [('EasternEuropean', 0.0078740157), ('NorthAmerican', 0.0020286629)])
('peppermint_oil', [('African', 0.00085251493), ('NorthAmerican', 0.00017450865)])
('uncook_medium_shrimp', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('margarine', [('WesternEuropean', 0.00767641), ('LatinAmerican', 0.0043726875)])
('poha', [('SouthAsian', 0.0030403538), ('EastAsian', 0.00026899797)])
('alfredo_sauce', [('SouthernEuropean', 0.0030328678), ('LatinAmerican', 0.00033636056)])
('pasta_sheets', [('SouthernEuropean', 0.00063478627), ('EastAsian', 0.0)])
('cooked_vermicelli', [('SouthernEuropean', 0.00035265906), ('SoutheastAsian', 0.00027995522)])
('yellow_curry_paste', [('SoutheastAsian', 0.0022396417), ('SouthAsian', 0.00027639579)])
('fire_roasted_diced_tomatoes', [('LatinAmerican', 0.0010090817), ('SoutheastAsian', 0.00027995522)])
('lime_juice', [('SoutheastAsian', 0.036954086), ('LatinAmerican', 0.034561049)])
('dhal', [('SouthAsian', 0.0030403538), ('EastAsian', 0.0)])
('cherries', [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.0014762327)])
('kumquat', [('African', 0.0017050299), ('NorthAmerican', 0.00045808521)])
('massaman_curry_paste', [('SoutheastAsian', 0.0011198209), ('SouthAsian', 0.00055279158)])
('arbol_chile', [('African', 0.00085251493), ('SoutheastAsian', 0.00083986565)])
('rigatoni', [('SouthernEuropean', 0.0043729721), ('WesternEuropean', 0.00014762327)])
('italian_style_stewed_tomatoes', [('SouthernEuropean', 0.0010579771), ('WesternEuropean', 0.00014762327)])
('adobo_seasoning', [('LatinAmerican', 0.00058863102), ('SoutheastAsian', 0.00027995522)])
('boneless_chuck_roast', [('WesternEuropean', 0.0010333628), ('African', 0.00085251493)])
('non_stick_spray', [('EastAsian', 0.00053799595), ('WesternEuropean', 0.00029524654)])
('semolina', [('African', 0.0076726344), ('SouthAsian', 0.0063571036)])
('polenta_prepar', [('SouthernEuropean', 0.00035265906), ('LatinAmerican', 8.4090141e-05)])
('queso_blanco', [('LatinAmerican', 0.00084090146), ('EastAsian', 0.0)])
('jackfruit', [('SoutheastAsian', 0.0030795073), ('SouthAsian', 0.00027639579)])
('refrigerated_piecrusts', [('WesternEuropean', 0.0020667256), ('NorthAmerican', 0.0010470519)])
('eel', [('EastAsian', 0.0028244788), ('WesternEuropean', 0.00029524654)])
('pickled_vegetables', [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00067249493)])
('custard_powder', [('EastAsian', 0.00053799595), ('WesternEuropean', 0.00014762327)])
('sorbet', [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00028212724)])
('yolk', [('WesternEuropean', 0.00059049309), ('EastAsian', 0.00026899797)])
('palm', [('SoutheastAsian', 0.038073909), ('LatinAmerican', 0.0021863438)])
('schmaltz', [('NorthernEuropean', 0.0013531799), ('LatinAmerican', 0.00025227043)])
('green_onions', [('EastAsian', 0.1474109), ('SoutheastAsian', 0.12290034)])
('lard', [('EasternEuropean', 0.060367454), ('NorthAmerican', 0.056322668)])
('pea', [('SoutheastAsian', 0.016517358), ('NorthAmerican', 0.016491067)])
('blackberry', [('MiddleEastern', 0.0062015504), ('NorthAmerican', 0.0031629694)])
('rum', [('EasternEuropean', 0.018372703), ('WesternEuropean', 0.01402421)])
('rub', [('African', 0.00085251493), ('LatinAmerican', 0.00050454086)])
('ground_allspice', [('African', 0.028985508), ('LatinAmerican', 0.014968046)])
('carob', [('NorthAmerican', 0.00015269507), ('EastAsian', 0.0)])
('stew', [('LatinAmerican', 0.00033636056), ('WesternEuropean', 0.00029524654)])
('dried_red_chile_peppers', [('SouthAsian', 0.012990602), ('EastAsian', 0.0039004707)])
('raspberry', [('NorthAmerican', 0.01492049), ('WesternEuropean', 0.014319457)])
('smoked_salmon', [('NorthernEuropean', 0.0067658997), ('EasternEuropean', 0.0052493438)])
('pastry_shell', [('WesternEuropean', 0.0013286094), ('NorthAmerican', 0.00028357655)])
('fresh_pasta', [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.0)])
('unsalted_pistachios', [('NorthernEuropean', 0.0013531799), ('African', 0.00085251493)])
('mace', [('SouthAsian', 0.012990602), ('EasternEuropean', 0.010498688)])
('oatmeal', [('WesternEuropean', 0.0020667256), ('NorthernEuropean', 0.0013531799)])
('mulato_chiles', [('LatinAmerican', 0.00084090146), ('SouthAsian', 0.00027639579)])
('beans', [('SoutheastAsian', 0.0041993279), ('LatinAmerican', 0.0036158762)])
('gherkins', [('NorthernEuropean', 0.0054127197), ('WesternEuropean', 0.00014762327)])
('hot_smoked_paprika', [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 0.00016818028)])
('red_gold_diced_tomatoes', [('LatinAmerican', 0.00033636056), ('SouthernEuropean', 7.0531809e-05)])
('tart_apples', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.0011809862)])
('relish', [('LatinAmerican', 0.00050454086), ('WesternEuropean', 0.00014762327)])
('tofu', [('SoutheastAsian', 0.012038074), ('EastAsian', 0.011028918)])
('kirby_cucumbers', [('SoutheastAsian', 0.0016797313), ('EastAsian', 0.0013449899)])
('fresh_mushrooms', [('SouthernEuropean', 0.008816476), ('SoutheastAsian', 0.0064389696)])
('kielbasa', [('LatinAmerican', 0.0013454423), ('WesternEuropean', 0.00059049309)])
('maple_sugar', [('WesternEuropean', 0.00059049309), ('SoutheastAsian', 0.00027995522)])
('rolls', [('SoutheastAsian', 0.0041993279), ('NorthernEuropean', 0.0027063598)])
('dried_navy_beans', [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00014762327)])
('edible_flowers', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00016818028)])
('spam', [('EastAsian', 0.00053799595), ('SoutheastAsian', 0.00027995522)])
('thai_chili_paste', [('SoutheastAsian', 0.0030795073), ('EastAsian', 0.0)])
('bitter_orange', [('WesternEuropean', 0.0023619724), ('NorthernEuropean', 0.0013531799)])
('ranch_style_beans', [('LatinAmerican', 0.00075681129), ('EastAsian', 0.0)])
('vegetable_oil', [('EasternEuropean', 0.2152231), ('MiddleEastern', 0.20465116)])
('green_bell_pepper', [('EasternEuropean', 0.052493438), ('NorthAmerican', 0.043190889)])
('filet', [('NorthernEuropean', 0.0027063598), ('SoutheastAsian', 0.0016797313)])
('raisins', [('African', 0.040920716), ('NorthernEuropean', 0.037889041)])
('shredded_coleslaw_mix', [('SoutheastAsian', 0.00055991043), ('EastAsian', 0.00053799595)])
('paneer', [('SouthAsian', 0.028192371), ('EastAsian', 0.0010759919)])
('shiro_miso', [('EastAsian', 0.0013449899), ('SoutheastAsian', 0.00027995522)])
('oxtails', [('SoutheastAsian', 0.0041993279), ('NorthernEuropean', 0.0013531799)])
('cream_cheese', [('NorthAmerican', 0.055995464), ('EasternEuropean', 0.049868766)])
('navy_beans', [('African', 0.00085251493), ('SouthernEuropean', 0.00077584991)])
('margarita_mix', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('guajillo', [('LatinAmerican', 0.0010931719), ('EastAsian', 0.0)])
('apricot', [('African', 0.095481671), ('EasternEuropean', 0.047244094)])
('cavatappi', [('SouthernEuropean', 0.00063478627), ('LatinAmerican', 0.00016818028)])
('peppermint', [('NorthAmerican', 0.0030539013), ('NorthernEuropean', 0.0013531799)])
('light_molasses', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.0013286094)])
('korean_chile_flakes', [('EastAsian', 0.0029589778), ('African', 0.0)])
('frozen_limeade_concentrate', [('LatinAmerican', 0.00050454086), ('SouthAsian', 0.00027639579)])
('dill', [('NorthernEuropean', 0.18673883), ('EasternEuropean', 0.1128609)])
('sorghum_syrup', [('NorthAmerican', 0.00010906791), ('EastAsian', 0.0)])
('wholemeal_flour', [('African', 0.00085251493), ('SouthAsian', 0.00055279158)])
('crepes', [('WesternEuropean', 0.0022143489), ('EastAsian', 0.00026899797)])
('old_fashioned_oats', [('WesternEuropean', 0.0010333628), ('NorthAmerican', 0.00010906791)])
('kidney', [('WesternEuropean', 0.00088573957), ('LatinAmerican', 0.00016818028)])
('meatloaf', [('SouthernEuropean', 0.00028212724), ('EastAsian', 0.00013449899)])
('lemon', [('African', 0.43137255), ('SouthernEuropean', 0.18373537)])
('peach', [('NorthAmerican', 0.011583012), ('WesternEuropean', 0.0026572188)])
('grouper', [('African', 0.00085251493), ('WesternEuropean', 0.00059049309)])
('mixed_vegetables', [('SouthAsian', 0.001381979), ('SoutheastAsian', 0.00083986565)])
('saffron', [('African', 0.13981244), ('SouthAsian', 0.036484245)])
('seasoning_mix', [('SoutheastAsian', 0.00027995522), ('LatinAmerican', 0.00025227043)])
('drippings', [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00014106362)])
('40_less_sodium_taco_seasoning', [('LatinAmerican', 0.00058863102), ('EastAsian', 0.0)])
('long_beans', [('SoutheastAsian', 0.0039193728), ('EastAsian', 0.00053799595)])
('tart', [('WesternEuropean', 0.00073811633), ('LatinAmerican', 8.4090141e-05)])
('achiote', [('LatinAmerican', 0.00067272113), ('EastAsian', 0.0)])
('mustard', [('SouthAsian', 0.16141514), ('WesternEuropean', 0.092116915)])
('gardenia', [('EastAsian', 0.0010759919), ('LatinAmerican', 8.4090141e-05)])
('quinoa', [('African', 0.0059676045), ('LatinAmerican', 0.0052135889)])
('bone_broth', [('SouthAsian', 0.00027639579), ('EastAsian', 0.00026899797)])
('white_cornmeal', [('NorthAmerican', 0.0017014593), ('SouthernEuropean', 0.00035265906)])
('wafer', [('SouthAsian', 0.0008291874), ('SoutheastAsian', 0.00027995522)])
('scotch', [('EastAsian', 0.00053799595), ('WesternEuropean', 0.00044286979)])
('toor_dal', [('SouthAsian', 0.0038695412), ('EastAsian', 0.00026899797)])
('daikon', [('SoutheastAsian', 0.015397537), ('EastAsian', 0.012239408)])
('wheat_bread', [('EasternEuropean', 0.0026246719), ('NorthAmerican', 0.00146151)])
('sour_cherries', [('NorthernEuropean', 0.0040595401), ('African', 0.00085251493)])
('pomegranate_juice', [('African', 0.0025575447), ('NorthernEuropean', 0.0013531799)])
('berries', [('LatinAmerican', 0.0012613522), ('WesternEuropean', 0.0010333628)])
('chipotle_chile_powder', [('LatinAmerican', 0.0032795155), ('SoutheastAsian', 0.00027995522)])
('grana_padano', [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 2.1813581e-05)])
('hot_chili', [('SoutheastAsian', 0.0025195968), ('EastAsian', 0.00080699392)])
('cabernet_sauvignon_wine', [('MiddleEastern', 0.0015503876), ('NorthAmerican', 0.00028357655)])
('dried_black_mushrooms', [('EastAsian', 0.0012104909), ('African', 0.0)])
('sea_bass_fillets', [('EastAsian', 0.0012104909), ('WesternEuropean', 0.00088573957)])
('morel', [('WesternEuropean', 0.00088573957), ('SouthernEuropean', 0.00028212724)])
('peanut', [('SoutheastAsian', 0.11086226), ('EastAsian', 0.053934097)])
('frozen_mixed_vegetables', [('African', 0.00085251493), ('SouthAsian', 0.0008291874)])
('dried_chile', [('SouthAsian', 0.0024875621), ('EastAsian', 0.0022864828)])
('curds', [('SouthAsian', 0.01713654), ('WesternEuropean', 0.00029524654)])
('flavored_oil', [('EastAsian', 0.00067249493), ('SoutheastAsian', 0.00027995522)])
('graham_cracker_crumbs', [('WesternEuropean', 0.0013286094), ('NorthAmerican', 0.00047989879)])
('taco_toppings', [('LatinAmerican', 0.00058863102), ('EastAsian', 0.0)])
('shell_pasta', [('SouthernEuropean', 0.00049372268), ('WesternEuropean', 0.00014762327)])
('truffle', [('SouthernEuropean', 0.003667654), ('NorthernEuropean', 0.0027063598)])
('ouzo', [('SouthernEuropean', 0.0012695725), ('NorthAmerican', 2.1813581e-05)])
('asparagus', [('SouthernEuropean', 0.017915079), ('MiddleEastern', 0.015503876)])
('ground_sirloin', [('SouthernEuropean', 0.0019043589), ('LatinAmerican', 0.0017658931)])
('picante_sauce', [('LatinAmerican', 0.0043726875), ('EastAsian', 0.00026899797)])
('puff_pastry_sheets', [('LatinAmerican', 0.00042045073), ('SoutheastAsian', 0.00027995522)])
('snails', [('WesternEuropean', 0.00088573957), ('EastAsian', 0.00013449899)])
('shiso', [('EastAsian', 0.0024209819), ('SoutheastAsian', 0.00027995522)])
('tandoori_spices', [('SouthAsian', 0.0052515203), ('EastAsian', 0.0)])
('sultana', [('African', 0.0025575447), ('NorthernEuropean', 0.0013531799)])
('pie_shell', [('NorthAmerican', 0.0005671531), ('SouthernEuropean', 0.00021159543)])
('roasted_hazelnuts', [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.0009169135)])
('frisee', [('WesternEuropean', 0.0019191025), ('SouthernEuropean', 0.00042319085)])
('champagne', [('WesternEuropean', 0.0019191025), ('SouthernEuropean', 0.00056425447)])
('wild_mushrooms', [('SouthernEuropean', 0.0021159542), ('NorthernEuropean', 0.0013531799)])
('marinade', [('EastAsian', 0.0051109619), ('SoutheastAsian', 0.0033594626)])
('wheat', [('EasternEuropean', 0.51706034), ('MiddleEastern', 0.42170542)])
('poblano_peppers', [('LatinAmerican', 0.0096703665), ('SouthernEuropean', 7.0531809e-05)])
('spaghetti', [('SouthernEuropean', 0.021512203), ('SoutheastAsian', 0.0022396417)])
('giblet', [('LatinAmerican', 0.00042045073), ('SoutheastAsian', 0.00027995522)])
('chili_flakes', [('SoutheastAsian', 0.0095184771), ('African', 0.0076726344)])
('sauerkraut', [('EasternEuropean', 0.073490813), ('NorthernEuropean', 0.023004059)])
('tarragon', [('WesternEuropean', 0.031296134), ('NorthAmerican', 0.008332788)])
('chili_seasoning', [('LatinAmerican', 0.00025227043), ('EastAsian', 0.00013449899)])
('soy_sauce', [('EastAsian', 0.65702754), ('SoutheastAsian', 0.32614782)])
('espresso', [('SoutheastAsian', 0.0011198209), ('SouthernEuropean', 0.00063478627)])
('challa', [('African', 0.00085251493), ('WesternEuropean', 0.00014762327)])
('golden_caster_sugar', [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00067249493)])
('applesauce', [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.00059049309)])
('chickpeas', [('African', 0.10826939), ('SouthAsian', 0.0395246)])
('mini_marshmallows', [('NorthAmerican', 0.00067622104), ('WesternEuropean', 0.00029524654)])
('dry_roasted_peanuts', [('SoutheastAsian', 0.0095184771), ('EastAsian', 0.0021519838)])
('gyoza_skins', [('EastAsian', 0.00067249493), ('SouthernEuropean', 7.0531809e-05)])
('red_apples', [('SouthAsian', 0.00027639579), ('WesternEuropean', 0.00014762327)])
('plain_flour', [('NorthernEuropean', 0.0081190802), ('WesternEuropean', 0.0070859166)])
('kalamata', [('African', 0.014492754), ('SouthernEuropean', 0.010297644)])
('raspberries', [('NorthernEuropean', 0.0054127197), ('WesternEuropean', 0.0050191912)])
('hot_chili_powder', [('SouthAsian', 0.0024875621), ('African', 0.00085251493)])
('pancake', [('EastAsian', 0.00067249493), ('SoutheastAsian', 0.00027995522)])
('stuffing_mix', [('SouthernEuropean', 0.00028212724), ('LatinAmerican', 8.4090141e-05)])
('panko_breadcrumbs', [('EastAsian', 0.0071284464), ('SoutheastAsian', 0.0030795073)])
('vinegar', [('EasternEuropean', 0.1312336), ('NorthAmerican', 0.12712955)])
('asiago', [('SouthernEuropean', 0.005148822), ('WesternEuropean', 0.00088573957)])
('cooking_spray', [('SouthernEuropean', 0.042460151), ('African', 0.032395568)])
('mung_beans', [('SoutheastAsian', 0.0058790594), ('SouthAsian', 0.001381979)])
('nopales', [('LatinAmerican', 0.0017658931), ('EastAsian', 0.0)])
('medium_curry_powder', [('SouthAsian', 0.0008291874), ('WesternEuropean', 0.00044286979)])
('buckwheat', [('NorthernEuropean', 0.021650879), ('EasternEuropean', 0.015748031)])
('popcorn', [('NorthAmerican', 0.0020068495), ('LatinAmerican', 0.00075681129)])
('mussel', [('WesternEuropean', 0.0047239447), ('EastAsian', 0.0043039676)])
('spices', [('African', 0.023870418), ('SouthAsian', 0.011332228)])
('white_hominy', [('LatinAmerican', 0.0051294989), ('SoutheastAsian', 0.00027995522)])
('low_fat_spaghetti_sauce', [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.0)])
('baking_mix', [('NorthAmerican', 0.0003490173), ('WesternEuropean', 0.00014762327)])
('apple', [('NorthAmerican', 0.049691338), ('MiddleEastern', 0.048062015)])
('whole_peppercorn', [('SoutheastAsian', 0.0041993279), ('SouthernEuropean', 0.00014106362)])
('liqueur', [('SouthernEuropean', 0.0009169135), ('WesternEuropean', 0.00088573957)])
('low_sodium_black_beans', [('LatinAmerican', 0.00050454086), ('EastAsian', 0.0)])
('italian_seasoned_breadcrumbs', [('SouthernEuropean', 0.0016927634), ('NorthernEuropean', 0.0013531799)])
('salted_cashews', [('SouthAsian', 0.00055279158), ('EastAsian', 0.00053799595)])
('duck', [('EastAsian', 0.0029589778), ('WesternEuropean', 0.0022143489)])
('lime', [('SoutheastAsian', 0.44764838), ('LatinAmerican', 0.23965691)])
('rutabaga', [('WesternEuropean', 0.0033953351), ('EasternEuropean', 0.0026246719)])
('five_spice_powder', [('EastAsian', 0.0018829859), ('SoutheastAsian', 0.00055991043)])
('crab', [('EastAsian', 0.010894419), ('NorthAmerican', 0.01053596)])
('fresh_leav_spinach', [('SouthernEuropean', 0.0019748907), ('SoutheastAsian', 0.0016797313)])
('black_treacle', [('WesternEuropean', 0.00088573957), ('LatinAmerican', 8.4090141e-05)])
('mexican_chocolate', [('LatinAmerican', 0.0026908845), ('EastAsian', 0.0)])
('chestnut_mushrooms', [('WesternEuropean', 0.00059049309), ('EastAsian', 0.00040349696)])
('pastry_flour', [('WesternEuropean', 0.00029524654), ('EastAsian', 0.00013449899)])
('black_truffles', [('WesternEuropean', 0.00088573957), ('SouthAsian', 0.00027639579)])
('tangerine', [('WesternEuropean', 0.0031000886), ('EastAsian', 0.002017485)])
('canned_black_beans', [('LatinAmerican', 0.006390851), ('EastAsian', 0.00013449899)])
('rabbit', [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00084638171)])
('white_chocolate_chips', [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00035265906)])
('black_beans', [('LatinAmerican', 0.072822064), ('SoutheastAsian', 0.0013997761)])
('salad', [('SoutheastAsian', 0.0033594626), ('African', 0.0017050299)])
('andouille_sausage_links', [('LatinAmerican', 0.00042045073), ('SouthernEuropean', 0.00014106362)])
('chianti', [('SouthernEuropean', 0.00070531812), ('EastAsian', 0.0)])
('baby_spinach_leaves', [('SouthAsian', 0.0046987287), ('SouthernEuropean', 0.0033855268)])
('cachaca', [('LatinAmerican', 0.0058863102), ('EastAsian', 0.0)])
('vegetarian_refried_beans', [('LatinAmerican', 0.00092499162), ('EastAsian', 0.0)])
('yellow_miso', [('EastAsian', 0.0025554809), ('SoutheastAsian', 0.00027995522)])
('diced_potatoes', [('NorthernEuropean', 0.0013531799), ('SouthAsian', 0.00027639579)])
('unsalted_cashews', [('SouthAsian', 0.0035931454), ('SoutheastAsian', 0.0013997761)])
('pappardelle', [('SouthernEuropean', 0.00077584991), ('EastAsian', 0.0)])
('red_swiss_chard', [('SouthernEuropean', 0.00028212724), ('SouthAsian', 0.00027639579)])
('old_el_paso_chopped_green_chiles', [('LatinAmerican', 0.0010090817), ('EastAsian', 0.0)])
('peperoncini', [('SouthernEuropean', 0.00042319085), ('EastAsian', 0.00013449899)])
('carrot', [('MiddleEastern', 0.097674422), ('EasternEuropean', 0.070866145)])
('peperoncino', [('SouthernEuropean', 0.00042319085), ('EastAsian', 0.0)])
('fresno_chiles', [('SoutheastAsian', 0.0011198209), ('African', 0.00085251493)])
('onions', [('SouthAsian', 0.33029297), ('African', 0.23870417)])
('lamb', [('African', 0.18414322), ('MiddleEastern', 0.074418604)])
('chocolate_sauce', [('WesternEuropean', 0.00088573957), ('LatinAmerican', 8.4090141e-05)])
('rhubarb', [('WesternEuropean', 0.0036905815), ('NorthAmerican', 0.0034247322)])
('kewra_water', [('SouthAsian', 0.0016583748), ('EastAsian', 0.0)])
('crema_mexican', [('LatinAmerican', 0.0023545241), ('NorthAmerican', 2.1813581e-05)])
('merlot', [('SouthernEuropean', 0.00042319085), ('WesternEuropean', 0.00029524654)])
('pasilla', [('LatinAmerican', 0.00042045073), ('EastAsian', 0.0)])
('stock', [('EastAsian', 0.0041694688), ('African', 0.0025575447)])
('kohlrabi', [('EasternEuropean', 0.0026246719), ('MiddleEastern', 0.0015503876)])
('cardamom', [('SouthAsian', 0.18905473), ('NorthernEuropean', 0.05277402)])
('cardamon', [('SouthAsian', 0.0038695412), ('SoutheastAsian', 0.00027995522)])
('pickled_beets', [('NorthernEuropean', 0.0067658997), ('SouthernEuropean', 7.0531809e-05)])
('buffalo_sauce', [('LatinAmerican', 0.00058863102), ('EastAsian', 0.00026899797)])
('mandarin_peel', [('EastAsian', 0.00080699392), ('SoutheastAsian', 0.00027995522)])
('simple_syrup', [('LatinAmerican', 0.0015136226), ('SoutheastAsian', 0.0013997761)])
('frozen_peas', [('SouthAsian', 0.035102267), ('EastAsian', 0.0092804302)])
('mozzarella_cheese', [('SouthernEuropean', 0.029552829), ('NorthAmerican', 0.016665576)])
('collards', [('NorthAmerican', 0.00030539013), ('EastAsian', 0.0)])
('cabbage', [('NorthernEuropean', 0.10554804), ('EasternEuropean', 0.10236221)])
('pork_sausage', [('EasternEuropean', 0.044619422), ('NorthAmerican', 0.020526581)])
('tomato', [('LatinAmerican', 0.19483687), ('SouthernEuropean', 0.18528706)])
('prawns', [('SoutheastAsian', 0.0092385216), ('EastAsian', 0.0039004707)])
('serrano', [('SouthAsian', 0.0024875621), ('LatinAmerican', 0.001177262)])
('pasta_sauce', [('SouthernEuropean', 0.017632952), ('SoutheastAsian', 0.0011198209)])
('peanut_oil', [('EastAsian', 0.0072629456), ('SoutheastAsian', 0.0064389696)])
('safflower', [('EastAsian', 0.00040349696), ('SoutheastAsian', 0.00027995522)])
('white_chocolate', [('WesternEuropean', 0.0023619724), ('SouthernEuropean', 0.0010579771)])
('rapeseed_oil', [('SouthAsian', 0.0019347706), ('NorthernEuropean', 0.0013531799)])
('octopuses', [('SouthernEuropean', 0.00070531812), ('LatinAmerican', 8.4090141e-05)])
('pickled_carrots', [('SoutheastAsian', 0.0041993279), ('SouthAsian', 0.00027639579)])
('refried_black_beans', [('LatinAmerican', 0.00075681129), ('EastAsian', 0.0)])
('artichoke', [('SouthernEuropean', 0.016998166), ('MiddleEastern', 0.0093023255)])
('yellow_cake_mix', [('NorthAmerican', 0.00028357655), ('WesternEuropean', 0.00014762327)])
('sun_dried_tomatoes', [('SouthernEuropean', 0.0093807308), ('African', 0.0025575447)])
('walnut', [('MiddleEastern', 0.079069771), ('EasternEuropean', 0.05511811)])
('dry_vermouth', [('WesternEuropean', 0.0017714791), ('SouthernEuropean', 0.001481168)])
('orange', [('African', 0.086956523), ('WesternEuropean', 0.062149394)])
('steak_sauce', [('LatinAmerican', 0.00050454086), ('WesternEuropean', 0.00044286979)])
('moong_dal', [('SouthAsian', 0.0055279159), ('EastAsian', 0.00040349696)])
('lychees', [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.00013449899)])
('large_flour_tortillas', [('LatinAmerican', 0.0015977127), ('EastAsian', 0.0)])
('macadamia_nuts', [('WesternEuropean', 0.00059049309), ('SoutheastAsian', 0.00055991043)])
('pecans', [('WesternEuropean', 0.0023619724), ('LatinAmerican', 0.0021022537)])
('blackberries', [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.0032477118)])
('citrus', [('WesternEuropean', 0.0041334513), ('NorthernEuropean', 0.0027063598)])
('flour', [('NorthernEuropean', 0.082543977), ('WesternEuropean', 0.030853262)])
('spelt', [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00021159543)])
('stout', [('WesternEuropean', 0.0028048421), ('LatinAmerican', 0.00042045073)])
('round_loaf', [('SouthernEuropean', 0.00035265906), ('EastAsian', 0.0)])
('perciatelli', [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.0)])
('coriander', [('SouthAsian', 0.40049753), ('African', 0.30349532)])
('mushrooms', [('NorthernEuropean', 0.023004059), ('EastAsian', 0.018829858)])
('quick_cooking_oats', [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00042319085)])
('risotto', [('SouthernEuropean', 0.00077584991), ('NorthAmerican', 2.1813581e-05)])
('cider', [('NorthernEuropean', 0.024357239), ('NorthAmerican', 0.023645923)])
('penne_pasta', [('SouthernEuropean', 0.011144026), ('LatinAmerican', 0.001177262)])
('zesty_italian_dressing', [('SouthernEuropean', 0.00084638171), ('LatinAmerican', 0.00033636056)])
('tonkatsu_sauce', [('EastAsian', 0.0018829859), ('African', 0.0)])
('shaoxing', [('EastAsian', 0.0012104909), ('African', 0.0)])
('old_el_paso_thick_n_chunky_salsa', [('LatinAmerican', 0.00058863102), ('EastAsian', 0.0)])
('chopped_leaves', [('WesternEuropean', 0.00044286979), ('SoutheastAsian', 0.00027995522)])
('florets', [('SouthAsian', 0.0049751243), ('SouthernEuropean', 0.0010579771)])
('dijon', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 8.4090141e-05)])
('mincemeat', [('WesternEuropean', 0.0013286094), ('LatinAmerican', 8.4090141e-05)])
('pistachios', [('African', 0.009377664), ('SouthAsian', 0.0069098948)])
('string_beans', [('SoutheastAsian', 0.0019596864), ('SouthAsian', 0.00027639579)])
('escarole', [('SouthernEuropean', 0.0038792496), ('African', 0.00085251493)])
('bbq_sauce', [('LatinAmerican', 0.0012613522), ('EastAsian', 0.00026899797)])
('lentil', [('MiddleEastern', 0.015503876), ('African', 0.014492754)])
('frozen_whipped_topping', [('WesternEuropean', 0.00029524654), ('NorthAmerican', 0.00021813581)])
('whole_grain_wheat_flour', [('NorthAmerican', 0.013393539), ('MiddleEastern', 0.012403101)])
('chuck_steaks', [('WesternEuropean', 0.00059049309), ('SouthAsian', 0.00055279158)])
('cubed_potatoes', [('SouthAsian', 0.0008291874), ('EastAsian', 0.00040349696)])
('barley', [('African', 0.0068201195), ('NorthernEuropean', 0.0067658997)])
('grits', [('NorthAmerican', 0.0035556138), ('LatinAmerican', 0.0014295324)])
('red', [('African', 0.00085251493), ('SouthAsian', 0.0008291874)])
('nam_pla', [('SoutheastAsian', 0.0022396417), ('EastAsian', 0.0)])
('caper_berries', [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00014762327)])
('quail_eggs', [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00040349696)])
('ackee', [('LatinAmerican', 0.00075681129), ('EastAsian', 0.0)])
('louisiana_hot_sauce', [('LatinAmerican', 0.0013454423), ('NorthAmerican', 8.7254324e-05)])
('tumeric', [('SouthAsian', 0.13598673), ('African', 0.092924125)])
('salami', [('SouthernEuropean', 0.0028918041), ('NorthernEuropean', 0.0013531799)])
('spinach_leaves', [('SouthAsian', 0.0022111663), ('SouthernEuropean', 0.002186486)])
('fresh_angel_hair', [('SouthernEuropean', 0.00028212724), ('EastAsian', 0.00013449899)])
('golden_beets', [('SouthernEuropean', 0.00035265906), ('EastAsian', 0.00013449899)])
('nigella_seeds', [('SouthAsian', 0.0052515203), ('African', 0.0034100597)])
('crushed_tomatoes', [('SouthernEuropean', 0.018549865), ('SouthAsian', 0.013543394)])
('unbleached_flour', [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)])
('steak', [('SoutheastAsian', 0.0030795073), ('EastAsian', 0.0018829859)])
('compote', [('SouthernEuropean', 0.00021159543), ('WesternEuropean', 0.00014762327)])
('johnsonville_andouille', [('LatinAmerican', 0.00050454086), ('EastAsian', 0.0)])
('chicken', [('SoutheastAsian', 0.38633817), ('African', 0.36999148)])
('bell_pepper', [('EasternEuropean', 0.1312336), ('MiddleEastern', 0.10542636)])
('golden_syrup', [('WesternEuropean', 0.0031000886), ('SoutheastAsian', 0.00027995522)])
('chinese_rock_sugar', [('EastAsian', 0.00053799595), ('SoutheastAsian', 0.00027995522)])
('bouquet', [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)])
('double_acting_baking_powder', [('WesternEuropean', 0.0014762327), ('NorthernEuropean', 0.0013531799)])
('romano_cheese', [('SouthernEuropean', 0.010086048), ('NorthAmerican', 0.0027048842)])
('frozen_hash_browns', [('WesternEuropean', 0.00014762327), ('LatinAmerican', 8.4090141e-05)])
('adobo_sauce', [('LatinAmerican', 0.0072317524), ('SoutheastAsian', 0.00027995522)])
('ponzu', [('EastAsian', 0.0021519838), ('SoutheastAsian', 0.00055991043)])
('chinese_cabbage', [('EastAsian', 0.021116342), ('WesternEuropean', 0.00029524654)])
('frozen_pound_cake', [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 7.0531809e-05)])
('dried_mushrooms', [('NorthernEuropean', 0.0040595401), ('EastAsian', 0.0014794889)])
('shallot', [('WesternEuropean', 0.024948332), ('SoutheastAsian', 0.01931691)])
('sourdough_loaf', [('SouthernEuropean', 0.00028212724), ('LatinAmerican', 8.4090141e-05)])
('yukon_gold', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00016818028)])
('hot_sauce', [('LatinAmerican', 0.030861083), ('SoutheastAsian', 0.0064389696)])
('ground_almonds', [('African', 0.0051150895), ('SouthAsian', 0.0033167496)])
('drumstick', [('African', 0.0017050299), ('SoutheastAsian', 0.00027995522)])
('seafood_seasoning', [('LatinAmerican', 0.00084090146), ('WesternEuropean', 0.00014762327)])
('capellini', [('African', 0.00085251493), ('SouthernEuropean', 0.00056425447)])
('italian_tomatoes', [('SouthernEuropean', 0.0012695725), ('WesternEuropean', 0.00014762327)])
('pesto_sauce', [('SouthernEuropean', 0.001833827), ('WesternEuropean', 0.00014762327)])
('hellmann_or_best_food_light_mayonnais', [('LatinAmerican', 0.00084090146), ('SouthernEuropean', 0.00014106362)])
('light_pancake_syrup', [('SoutheastAsian', 0.00055991043), ('EastAsian', 0.00053799595)])
('dried_thai_chili', [('SoutheastAsian', 0.00083986565), ('SouthAsian', 0.00027639579)])
('light_alfredo_sauce', [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 0.00016818028)])
('mortadella', [('LatinAmerican', 0.00042045073), ('SouthernEuropean', 0.00035265906)])
('carrots', [('SoutheastAsian', 0.13969764), ('African', 0.13213982)])
('vegan_mayonnaise', [('NorthernEuropean', 0.0013531799), ('SoutheastAsian', 0.00083986565)])
('clove', [('SouthAsian', 0.085129909), ('African', 0.014492754)])
('noodles', [('EastAsian', 0.015736382), ('SoutheastAsian', 0.014557671)])
('sprinkles', [('NorthernEuropean', 0.0013531799), ('LatinAmerican', 0.0012613522)])
('roux', [('LatinAmerican', 0.00075681129), ('EastAsian', 0.00013449899)])
('min', [('NorthernEuropean', 0.0013531799), ('SoutheastAsian', 0.0011198209)])
('uncooked_rigatoni', [('SouthernEuropean', 0.00042319085), ('EastAsian', 0.0)])
('bone_oil', [('MiddleEastern', 0.0062015504), ('EastAsian', 0.0029589778)])
('fermented_black_beans', [('EastAsian', 0.0048419638), ('African', 0.0)])
('crisco', [('LatinAmerican', 0.00016818028), ('EastAsian', 0.00013449899)])
('mo_hanh', [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00026899797)])
('yellow_food_coloring', [('SouthAsian', 0.0024875621), ('SoutheastAsian', 0.00083986565)])
('frying_oil', [('SoutheastAsian', 0.00055991043), ('SouthAsian', 0.00027639579)])
('duck_drumsticks', [('WesternEuropean', 0.0013286094), ('SoutheastAsian', 0.00055991043)])
('boneless_rib_eye_steaks', [('EastAsian', 0.00053799595), ('WesternEuropean', 0.00029524654)])
('manicotti_shells', [('SouthernEuropean', 0.0012695725), ('LatinAmerican', 0.00016818028)])
('hanger_steak', [('WesternEuropean', 0.00088573957), ('SoutheastAsian', 0.00055991043)])
('beets', [('NorthernEuropean', 0.071718536), ('African', 0.0051150895)])
('frozen_edamame_beans', [('SoutheastAsian', 0.0016797313), ('EastAsian', 0.0013449899)])
('flat_anchovy', [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00029524654)])
('fresh_chile', [('African', 0.00085251493), ('SoutheastAsian', 0.00055991043)])
('soft_shelled_crabs', [('WesternEuropean', 0.00029524654), ('EastAsian', 0.00013449899)])
('satsumas', [('EastAsian', 0.00026899797), ('LatinAmerican', 8.4090141e-05)])
('matsutake', [('EastAsian', 0.0068594487), ('WesternEuropean', 0.00029524654)])
('unsweetened_chocolate', [('WesternEuropean', 0.0019191025), ('LatinAmerican', 0.001177262)])
('fresh_chili', [('SoutheastAsian', 0.00083986565), ('LatinAmerican', 0.00016818028)])
('bittersweet_chocolate_chips', [('WesternEuropean', 0.00073811633), ('SouthAsian', 0.00027639579)])
('brine', [('NorthernEuropean', 0.0040595401), ('African', 0.00085251493)])
('seaweed', [('EastAsian', 0.031069268), ('NorthAmerican', 0.00028357655)])
('sour_cherry', [('EasternEuropean', 0.0052493438), ('MiddleEastern', 0.0015503876)])
('all_purpose_unbleached_flour', [('NorthernEuropean', 0.0081190802), ('WesternEuropean', 0.0056096842)])
('agave_nectar', [('SoutheastAsian', 0.0027995522), ('NorthernEuropean', 0.0027063598)])
('angel_hair', [('SouthernEuropean', 0.0046550995), ('African', 0.0017050299)])
('vegan_margarine', [('SouthAsian', 0.00055279158), ('WesternEuropean', 0.00029524654)])
('tomatillos', [('LatinAmerican', 0.026152035), ('NorthAmerican', 0.00017450865)])
('litchi', [('NorthAmerican', 0.00015269507), ('WesternEuropean', 0.00014762327)])
('jam', [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.0017714791)])
('shelled_pistachios', [('African', 0.0034100597), ('WesternEuropean', 0.00059049309)])
('whole_cloves', [('SouthAsian', 0.0071862908), ('African', 0.0034100597)])
('chipotle_salsa', [('LatinAmerican', 0.0010090817), ('SouthernEuropean', 7.0531809e-05)])
('sweetener', [('SouthAsian', 0.0008291874), ('SoutheastAsian', 0.00055991043)])
('baking_potatoes', [('NorthernEuropean', 0.014884979), ('WesternEuropean', 0.010628875)])
('chile_de_arbol', [('SouthAsian', 0.0033167496), ('LatinAmerican', 0.0013454423)])
('starch', [('EastAsian', 0.05057162), ('MiddleEastern', 0.048062015)])
('calimyrna_figs', [('WesternEuropean', 0.00088573957), ('SouthernEuropean', 0.00063478627)])
('bean', [('EastAsian', 0.052589107), ('SoutheastAsian', 0.046192609)])
('molasses', [('NorthernEuropean', 0.0040595401), ('SoutheastAsian', 0.0025195968)])
('jicama', [('LatinAmerican', 0.0054658595), ('SoutheastAsian', 0.0033594626)])
('pitted_olives', [('SouthernEuropean', 0.0014106362), ('African', 0.00085251493)])
('self_rising_cake_flour', [('WesternEuropean', 0.00044286979), ('EastAsian', 0.00013449899)])
('bourbon_whiskey', [('NorthAmerican', 0.0032065965), ('NorthernEuropean', 0.0013531799)])
('hot_chili_oil', [('EastAsian', 0.0016139878), ('SoutheastAsian', 0.00055991043)])
('sea_bass', [('EastAsian', 0.0013449899), ('African', 0.00085251493)])
('bengal_gram', [('SouthAsian', 0.0033167496), ('EastAsian', 0.0)])
('annatto_seeds', [('SoutheastAsian', 0.0022396417), ('LatinAmerican', 0.00033636056)])
('prepared_pasta_sauce', [('SouthernEuropean', 0.00035265906), ('LatinAmerican', 8.4090141e-05)])
('nutmeg', [('WesternEuropean', 0.059049305), ('NorthAmerican', 0.051065594)])
('espresso_powder', [('LatinAmerican', 0.00016818028), ('SouthernEuropean', 7.0531809e-05)])
('cajun_spice_mix', [('LatinAmerican', 0.00058863102), ('NorthAmerican', 2.1813581e-05)])
('violet', [('EasternEuropean', 0.0026246719), ('SoutheastAsian', 0.00027995522)])
('tubetti', [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.0)])
('kimchi', [('EastAsian', 0.014391392), ('SoutheastAsian', 0.00027995522)])
('organic_sugar', [('EastAsian', 0.00053799595), ('SoutheastAsian', 0.00027995522)])
('hungarian_sweet_paprika', [('African', 0.011082694), ('NorthernEuropean', 0.0054127197)])
('salted_roast_peanuts', [('SoutheastAsian', 0.0067189252), ('EastAsian', 0.00053799595)])
('strawberry', [('MiddleEastern', 0.026356589), ('NorthAmerican', 0.020788344)])
('red_bell_pepper', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('meatballs', [('SouthernEuropean', 0.0011990408), ('SoutheastAsian', 0.00027995522)])
('black_eyed_peas', [('NorthAmerican', 0.0031629694), ('LatinAmerican', 0.0030272452)])
('greek_style_vinaigrette', [('SouthernEuropean', 0.00035265906), ('EastAsian', 0.0)])
('gluten_free_all_purpose_flour', [('SouthAsian', 0.00027639579), ('EastAsian', 0.00013449899)])
('_thawed_and_squeezed_dry', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('halibut_fillets', [('African', 0.0034100597), ('WesternEuropean', 0.0020667256)])
('cornbread_mix', [('LatinAmerican', 0.00033636056), ('NorthAmerican', 0.00021813581)])
('cola', [('EastAsian', 0.00026899797), ('LatinAmerican', 0.00016818028)])
('cooked_quinoa', [('LatinAmerican', 0.0014295324), ('SouthAsian', 0.0008291874)])
('cauliflower', [('SouthAsian', 0.052515201), ('African', 0.013640239)])
('cracker_crumbs', [('LatinAmerican', 0.00025227043), ('NorthAmerican', 0.00021813581)])
('ragu', [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 8.4090141e-05)])
('habanero', [('LatinAmerican', 0.0010931719), ('SouthAsian', 0.00027639579)])
('pita_rounds', [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 8.4090141e-05)])
('sassafras', [('NorthAmerican', 0.00039264446), ('EastAsian', 0.0)])
('prickly_pear', [('LatinAmerican', 0.001177262), ('NorthAmerican', 0.00013088148)])
('maggi', [('SoutheastAsian', 0.0025195968), ('NorthernEuropean', 0.0013531799)])
('black_raspberry', [('NorthAmerican', 0.00017450865), ('EastAsian', 0.0)])
('frozen_strawberries', [('LatinAmerican', 0.00067272113), ('WesternEuropean', 0.00029524654)])
('ajwain', [('SouthAsian', 0.0030403538), ('EastAsian', 0.00053799595)])
('marjoram', [('EasternEuropean', 0.034120735), ('NorthernEuropean', 0.013531799)])
('pita_loaves', [('SouthernEuropean', 0.00035265906), ('EastAsian', 0.0)])
('burger_buns', [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00016818028)])
('arugula', [('SouthernEuropean', 0.0095923264), ('African', 0.0059676045)])
('red_chili_powder', [('SouthAsian', 0.047263682), ('EastAsian', 0.0044384669)])
('frozen_raspberries', [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.00059049309)])
('shimeji_mushrooms', [('EastAsian', 0.00080699392), ('African', 0.0)])
('oregano', [('SouthernEuropean', 0.1481168), ('LatinAmerican', 0.14135553)])
('nuoc_nam', [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.0)])
('round_steaks', [('EastAsian', 0.0010759919), ('WesternEuropean', 0.00059049309)])
('cornish_hens', [('African', 0.00085251493), ('SoutheastAsian', 0.00083986565)])
('duck_breasts', [('EastAsian', 0.0013449899), ('SoutheastAsian', 0.0011198209)])
('italian_seasoning', [('SouthernEuropean', 0.024827197), ('WesternEuropean', 0.0014762327)])
('asafoetida_powder', [('SouthAsian', 0.0091210613), ('EastAsian', 0.0)])
('pitted_prunes', [('African', 0.0042625745), ('NorthernEuropean', 0.0027063598)])
('salted_dry_roasted_peanuts', [('SoutheastAsian', 0.0013997761), ('LatinAmerican', 8.4090141e-05)])
('english_toffee_bits', [('WesternEuropean', 0.00044286979), ('NorthAmerican', 0.00010906791)])
('mexican_seasoning_mix', [('LatinAmerican', 0.001177262), ('SouthernEuropean', 7.0531809e-05)])
('promise_buttery_spread', [('LatinAmerican', 0.00033636056), ('EastAsian', 0.00013449899)])
('snow_peas', [('EastAsian', 0.016274378), ('SoutheastAsian', 0.014837626)])
('halibut_steak', [('SouthAsian', 0.00055279158), ('SoutheastAsian', 0.00027995522)])
('cured_pork', [('SouthernEuropean', 0.0087459441), ('NorthAmerican', 0.0037083088)])
('white_kidney_beans', [('NorthernEuropean', 0.0013531799), ('SouthAsian', 0.0008291874)])
('kochujang', [('EastAsian', 0.00094149297), ('African', 0.0)])
('hellmann_or_best_food_real_mayonnais', [('LatinAmerican', 0.0017658931), ('SoutheastAsian', 0.00083986565)])
('instant_espresso', [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 0.00049372268)])
('reduced_fat_firm_tofu', [('SoutheastAsian', 0.0013997761), ('SouthAsian', 0.00027639579)])
('sausages', [('NorthernEuropean', 0.0067658997), ('WesternEuropean', 0.0047239447)])
('pace_picante_sauce', [('LatinAmerican', 0.001177262), ('EastAsian', 0.0)])
('ricotta', [('SouthernEuropean', 0.0069826492), ('WesternEuropean', 0.00029524654)])
('bulb', [('SoutheastAsian', 0.00055991043), ('SouthAsian', 0.00027639579)])
('salad_oil', [('SouthAsian', 0.0022111663), ('EastAsian', 0.0021519838)])
('phyllo_pastry', [('African', 0.009377664), ('NorthernEuropean', 0.0013531799)])
('stilton', [('WesternEuropean', 0.0013286094), ('EastAsian', 0.0)])
('red_radishes', [('EastAsian', 0.00053799595), ('LatinAmerican', 0.00042045073)])
('garam_masala', [('SouthAsian', 0.23825318), ('EastAsian', 0.0063214526)])
('chuck_roast', [('LatinAmerican', 0.0032795155), ('NorthernEuropean', 0.0013531799)])
('vanilla', [('NorthAmerican', 0.19324651), ('EasternEuropean', 0.14698163)])
('focaccia', [('SouthernEuropean', 0.00070531812), ('EastAsian', 0.0)])
('parmesan_cheese', [('SouthernEuropean', 0.071025535), ('NorthAmerican', 0.043932553)])
('agar', [('NorthernEuropean', 0.0027063598), ('SoutheastAsian', 0.00055991043)])
('beansprouts', [('SoutheastAsian', 0.080907054), ('EastAsian', 0.021923335)])
('pork_liver', [('SoutheastAsian', 0.00027995522), ('WesternEuropean', 0.00014762327)])
('bouillon_cube', [('NorthernEuropean', 0.0013531799), ('SoutheastAsian', 0.00055991043)])
('capicola', [('SouthernEuropean', 0.00028212724), ('LatinAmerican', 0.00016818028)])
('french_fried_onions', [('SouthAsian', 0.0022111663), ('SoutheastAsian', 0.00055991043)])
('fresh_spinach', [('SouthAsian', 0.0085682701), ('SouthernEuropean', 0.0080406265)])
('stuffing', [('LatinAmerican', 0.00050454086), ('EastAsian', 0.00040349696)])
('whole_nutmegs', [('African', 0.00085251493), ('SouthAsian', 0.0008291874)])
('squid', [('EastAsian', 0.02125084), ('SoutheastAsian', 0.0075587905)])
('black_gram', [('SouthAsian', 0.0019347706), ('EastAsian', 0.00013449899)])
('pickled_jalapeno_peppers', [('LatinAmerican', 0.00050454086), ('NorthAmerican', 2.1813581e-05)])
('italian_style_seasoning', [('SouthernEuropean', 0.00084638171), ('LatinAmerican', 8.4090141e-05)])
('apricots', [('African', 0.0051150895), ('WesternEuropean', 0.0020667256)])
('sesame_seed', [('MiddleEastern', 0.040310077), ('EastAsian', 0.024882313)])
('shredded_nori', [('EastAsian', 0.00067249493), ('African', 0.0)])
('phyllo', [('African', 0.0025575447), ('SouthernEuropean', 0.00077584991)])
('cream', [('NorthernEuropean', 0.34100136), ('EasternEuropean', 0.29133859)])
('tomatoes', [('SouthAsian', 0.14400221), ('LatinAmerican', 0.0913219)])
('poblano', [('LatinAmerican', 0.0012613522), ('EastAsian', 0.0)])
('fenugreek', [('SouthAsian', 0.091210611), ('MiddleEastern', 0.021705426)])
('balm', [('SoutheastAsian', 0.00083986565), ('NorthAmerican', 6.5440741e-05)])
('cuban_peppers', [('African', 0.00085251493), ('LatinAmerican', 0.00042045073)])
('croissants', [('WesternEuropean', 0.0010333628), ('SouthAsian', 0.00027639579)])
('konbu', [('EastAsian', 0.008742434), ('SoutheastAsian', 0.00027995522)])
('broccoli', [('EastAsian', 0.029858775), ('SouthernEuropean', 0.019396247)])
('poblano_chiles', [('LatinAmerican', 0.01177262), ('SouthernEuropean', 0.00070531812)])
('pasta_water', [('SouthernEuropean', 0.00070531812), ('EastAsian', 0.00013449899)])
('feta_cheese', [('MiddleEastern', 0.023255814), ('SouthernEuropean', 0.011426154)])
('toasted_pumpkinseeds', [('LatinAmerican', 0.00042045073), ('NorthAmerican', 2.1813581e-05)])
('barbecue_sauce', [('LatinAmerican', 0.0031954255), ('NorthAmerican', 0.0014833235)])
('vinaigrette', [('WesternEuropean', 0.0019191025), ('African', 0.00085251493)])
('gluten_free_tamari', [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00040349696)])
('bananas', [('SoutheastAsian', 0.0092385216), ('LatinAmerican', 0.0052135889)])
('mirlitons', [('LatinAmerican', 0.00075681129), ('NorthAmerican', 2.1813581e-05)])
('split_black_lentils', [('SouthAsian', 0.0038695412), ('EastAsian', 0.0)])
('white_wine', [('EasternEuropean', 0.04199475), ('SouthernEuropean', 0.03427846)])
('sea_salt', [('African', 0.024722932), ('SouthAsian', 0.023493642)])
('habanero_chile', [('LatinAmerican', 0.0013454423), ('EastAsian', 0.00013449899)])
('fat_free_refried_beans', [('LatinAmerican', 0.0010090817), ('SouthernEuropean', 7.0531809e-05)])
('i_cant_believe_its_not_butter!_spread', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('medium_firm_tofu', [('EastAsian', 0.0016139878), ('SoutheastAsian', 0.00027995522)])
('nira', [('EastAsian', 0.0086079352), ('WesternEuropean', 0.00014762327)])
('ghee', [('SouthAsian', 0.075456053), ('EastAsian', 0.0030934769)])
('persimmon', [('EastAsian', 0.00040349696), ('SouthAsian', 0.00027639579)])
('toasted_nori', [('EastAsian', 0.0018829859), ('African', 0.0)])
('small_capers', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('bok_choy', [('EastAsian', 0.01062542), ('SoutheastAsian', 0.010358343)])
('japanese_eggplants', [('EastAsian', 0.0034969738), ('SoutheastAsian', 0.0025195968)])
('marzipan', [('African', 0.00085251493), ('WesternEuropean', 0.00073811633)])
('pearl_couscous', [('African', 0.0017050299), ('SoutheastAsian', 0.00027995522)])
('korean_chile_paste', [('EastAsian', 0.0013449899), ('African', 0.0)])
('ruby_port', [('WesternEuropean', 0.00073811633), ('EastAsian', 0.00026899797)])
('pies', [('WesternEuropean', 0.00014762327), ('NorthAmerican', 0.00013088148)])
('marshmallow_creme', [('WesternEuropean', 0.00059049309), ('NorthAmerican', 0.00019632223)])
('lovage', [('NorthAmerican', 0.0029012063), ('EasternEuropean', 0.0026246719)])
('safflower_oil', [('EastAsian', 0.0016139878), ('SouthAsian', 0.001381979)])
('white_flour', [('WesternEuropean', 0.0014762327), ('NorthernEuropean', 0.0013531799)])
('onion', [('EasternEuropean', 0.42519686), ('LatinAmerican', 0.38698286)])
('fresh_blueberries', [('WesternEuropean', 0.0023619724), ('NorthernEuropean', 0.0013531799)])
('vermouth', [('WesternEuropean', 0.00014762327), ('SouthernEuropean', 0.00014106362)])
('candy', [('WesternEuropean', 0.0010333628), ('LatinAmerican', 0.00050454086)])
('crumbled_gorgonzola', [('SouthernEuropean', 0.002186486), ('WesternEuropean', 0.00044286979)])
('cutlet', [('SouthernEuropean', 0.00070531812), ('SoutheastAsian', 0.00027995522)])
('sourdough', [('SouthernEuropean', 0.00056425447), ('WesternEuropean', 0.00029524654)])
('black_sesame_seeds', [('EastAsian', 0.0052454607), ('SoutheastAsian', 0.0011198209)])
('lager', [('LatinAmerican', 0.00058863102), ('WesternEuropean', 0.00044286979)])
('crisps', [('EastAsian', 0.00053799595), ('WesternEuropean', 0.00014762327)])
('semisweet_chocolate', [('WesternEuropean', 0.012252731), ('NorthernEuropean', 0.0054127197)])
('red_delicious_apples', [('WesternEuropean', 0.00044286979), ('SoutheastAsian', 0.00027995522)])
('almonds', [('African', 0.021312874), ('SouthAsian', 0.0096738534)])
('chocolate_instant_pudding', [('SouthernEuropean', 0.00021159543), ('WesternEuropean', 0.00014762327)])
('trout_fillet', [('African', 0.00085251493), ('SoutheastAsian', 0.00083986565)])
('bicarbonate_of_soda', [('WesternEuropean', 0.0013286094), ('SouthAsian', 0.00055279158)])
('leaf', [('African', 0.056265984), ('SouthernEuropean', 0.053392582)])
('green_enchilada_sauce', [('LatinAmerican', 0.0026067945), ('EastAsian', 0.0)])
('portobello_caps', [('SouthernEuropean', 0.00028212724), ('LatinAmerican', 0.00025227043)])
('diced_tomatoes_in_juice', [('African', 0.0017050299), ('LatinAmerican', 0.00084090146)])
('ladyfingers', [('SouthernEuropean', 0.0028212725), ('WesternEuropean', 0.0010333628)])
('trout', [('SoutheastAsian', 0.00027995522), ('EastAsian', 0.00026899797)])
('pepper', [('LatinAmerican', 0.62193072), ('African', 0.54049444)])
('frozen_peas_and_carrots', [('EastAsian', 0.0016139878), ('WesternEuropean', 0.00029524654)])
('champagne_wine', [('EasternEuropean', 0.0078740157), ('NorthAmerican', 0.0016360186)])
('pasta', [('SouthernEuropean', 0.018761462), ('LatinAmerican', 0.0026067945)])
('crusty_rolls', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 8.4090141e-05)])
('sicilian_olives', [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.0)])
('biscuit_mix', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00044286979)])
('thin_pizza_crust', [('SouthernEuropean', 0.00077584991), ('LatinAmerican', 0.00025227043)])
('black_bean', [('LatinAmerican', 0.018163471), ('NorthAmerican', 0.0048426152)])
('superfine_sugar', [('WesternEuropean', 0.0031000886), ('NorthernEuropean', 0.0027063598)])
('smoked_sea_salt', [('SouthAsian', 0.00027639579), ('EastAsian', 0.00026899797)])
('seeds', [('SouthAsian', 0.017689331), ('EastAsian', 0.0033624747)])
('emmenthal', [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00014106362)])
('cranberry', [('NorthAmerican', 0.019152325), ('EasternEuropean', 0.0052493438)])
('ditalini_pasta', [('SouthernEuropean', 0.0010579771), ('LatinAmerican', 0.00016818028)])
('red_snapper', [('LatinAmerican', 0.0012613522), ('African', 0.00085251493)])
('teriyaki_sauce', [('EastAsian', 0.0060524545), ('SoutheastAsian', 0.0019596864)])
('steel_cut_oats', [('WesternEuropean', 0.00073811633), ('LatinAmerican', 8.4090141e-05)])
('lea_&_perrins_worcestershire_sauce', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('citron', [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00059049309)])
('green_tea', [('EastAsian', 0.002017485), ('WesternEuropean', 0.00073811633)])
('tenderloin', [('WesternEuropean', 0.00044286979), ('SouthernEuropean', 0.00014106362)])
('cocoa', [('NorthAmerican', 0.096394219), ('EasternEuropean', 0.049868766)])
('balsamic_reduction', [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00014762327)])
('shahi_jeera', [('SouthAsian', 0.0055279159), ('EastAsian', 0.0)])
('choy_sum', [('EastAsian', 0.0016139878), ('African', 0.0)])
('small_red_beans', [('LatinAmerican', 0.00075681129), ('EastAsian', 0.00013449899)])
('custard', [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00025227043)])
('dried_chives', [('LatinAmerican', 0.00025227043), ('WesternEuropean', 0.00014762327)])
('bechamel', [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00021159543)])
('vegetables', [('NorthernEuropean', 0.010825439), ('EastAsian', 0.0079354402)])
('duck_fat', [('WesternEuropean', 0.0014762327), ('African', 0.00085251493)])
('caviar', [('NorthernEuropean', 0.013531799), ('EasternEuropean', 0.0052493438)])
('_drain', [('EastAsian', 0.0), ('MiddleEastern', 0.0)])
('orzo_pasta', [('African', 0.0017050299), ('SouthernEuropean', 0.0016927634)])
('nuoc_mam', [('SoutheastAsian', 0.0013997761), ('WesternEuropean', 0.00014762327)])
('ice_water', [('WesternEuropean', 0.0097431354), ('NorthernEuropean', 0.0027063598)])
('oven_ready_lasagna_noodles', [('SouthernEuropean', 0.0031033996), ('LatinAmerican', 8.4090141e-05)])
('ranch_dressing', [('LatinAmerican', 0.0037840565), ('SouthernEuropean', 0.00042319085)])
('gluten', [('SoutheastAsian', 0.0013997761), ('LatinAmerican', 0.00067272113)])
('catsup', [('SoutheastAsian', 0.00083986565), ('WesternEuropean', 0.00014762327)])
('hash_brown', [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)])
('demerara_sugar', [('WesternEuropean', 0.0010333628), ('SouthAsian', 0.00027639579)])
('strawberries', [('WesternEuropean', 0.012843224), ('NorthernEuropean', 0.0054127197)])
('firm_silken_tofu', [('EastAsian', 0.0012104909), ('African', 0.0)])
('liquor', [('WesternEuropean', 0.00029524654), ('EastAsian', 0.00013449899)])
('fillet_red_snapper', [('LatinAmerican', 0.0010090817), ('SouthernEuropean', 0.0009169135)])
('lime_peel_oil', [('African', 0.0025575447), ('LatinAmerican', 0.0017658931)])
('artemisia', [('EastAsian', 0.0016139878), ('WesternEuropean', 0.00014762327)])
('chopped_fresh_chives', [('NorthernEuropean', 0.013531799), ('WesternEuropean', 0.0095955124)])
('chipotles_in_adobo', [('LatinAmerican', 0.014883956), ('SoutheastAsian', 0.00027995522)])
('japanese_plum', [('EastAsian', 0.0016139878), ('WesternEuropean', 0.00014762327)])
('flat_iron_steaks', [('LatinAmerican', 0.00042045073), ('SoutheastAsian', 0.00027995522)])
('seltzer_water', [('EastAsian', 0.00040349696), ('SouthernEuropean', 0.00014106362)])
('cake', [('NorthernEuropean', 0.0027063598), ('EastAsian', 0.0013449899)])
('condiment', [('MiddleEastern', 0.0031007752), ('African', 0.0017050299)])
('taco_seasoning_mix', [('LatinAmerican', 0.015220316), ('EastAsian', 0.0)])
('self_rising_flour', [('WesternEuropean', 0.0062001771), ('NorthAmerican', 0.002813952)])
('yellow_hominy', [('LatinAmerican', 0.00067272113), ('NorthAmerican', 4.3627162e-05)])
('spanish_paprika', [('SouthernEuropean', 0.0016927634), ('LatinAmerican', 0.00025227043)])
('roasted_peanuts', [('SoutheastAsian', 0.027715566), ('EastAsian', 0.0053799595)])
('soda_water', [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00040349696)])
('sirloin', [('SoutheastAsian', 0.0022396417), ('EastAsian', 0.0013449899)])
('pig', [('NorthernEuropean', 0.0013531799), ('SoutheastAsian', 0.00083986565)])
('doenzang', [('EastAsian', 0.00080699392), ('African', 0.0)])
('penne', [('SouthernEuropean', 0.0074058399), ('LatinAmerican', 0.00033636056)])
('firmly_packed_light_brown_sugar', [('WesternEuropean', 0.0016238559), ('SoutheastAsian', 0.0011198209)])
('fishcake', [('EastAsian', 0.0013449899), ('African', 0.0)])
('hazelnuts', [('NorthernEuropean', 0.0054127197), ('SouthernEuropean', 0.0045845676)])
('cashew', [('SouthAsian', 0.045052513), ('SoutheastAsian', 0.0089585669)])
('amaretti', [('SouthernEuropean', 0.00042319085), ('WesternEuropean', 0.00014762327)])
('fresh_udon', [('EastAsian', 0.0012104909), ('SoutheastAsian', 0.00027995522)])
('oat', [('NorthAmerican', 0.026525315), ('NorthernEuropean', 0.0081190802)])
('whole_almonds', [('African', 0.0017050299), ('NorthernEuropean', 0.0013531799)])
('caesar_salad_dressing', [('SouthernEuropean', 0.00049372268), ('WesternEuropean', 0.00029524654)])
('star_anise', [('SoutheastAsian', 0.0044792835), ('EastAsian', 0.0028244788)])
('brown_sugar', [('SoutheastAsian', 0.098264277), ('EastAsian', 0.055413585)])
('slaw_mix', [('EastAsian', 0.0018829859), ('LatinAmerican', 0.0015977127)])
('dried_bonito_flakes', [('EastAsian', 0.0056489576), ('African', 0.0)])
('deep_dish_pie_crust', [('WesternEuropean', 0.00014762327), ('NorthAmerican', 0.00013088148)])
('gorgonzola', [('SouthernEuropean', 0.0019043589), ('WesternEuropean', 0.00029524654)])
('tasso', [('LatinAmerican', 0.0012613522), ('NorthAmerican', 0.00017450865)])
('capers', [('SouthernEuropean', 0.025109325), ('WesternEuropean', 0.014762326)])
('togarashi', [('EastAsian', 0.0017484869), ('African', 0.0)])
('chiffonade', [('SouthAsian', 0.00027639579), ('EastAsian', 0.00026899797)])
('french_lentils', [('WesternEuropean', 0.00073811633), ('SouthAsian', 0.00027639579)])
('cooking_liquid', [('African', 0.0017050299), ('SoutheastAsian', 0.00027995522)])
('munster_cheese', [('NorthAmerican', 0.00052352593), ('LatinAmerican', 0.00016818028)])
('liver', [('SoutheastAsian', 0.0041993279), ('WesternEuropean', 0.0029524653)])
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-12-85c40e786919> in <module>()
1 food2cuisine = build_food2cuisine(recipes, vocab)
2
----> 3 for i in food2cuisine[:10]:
4 print i
5
TypeError: unhashable type
In [13]:
with open('data/food2cuisine.json', 'w') as f:
json.dump(food2cuisine, f, indent=2)
In [19]:
cuisines = list(set(food2cuisine.values()))
# np.random.seed(1234)
# tableau20_sample = np.random.choice(tableau20_rgb, len(cuisines), replace=False)
# cuisine2color = {cuisine: tableau20_sample[i] for i, cuisine in enumerate(cuisines)}
cuisine2color = {
'African': sns.xkcd_rgb["grey"],
'LatinAmerican': sns.xkcd_rgb["forest green"],
'NorthAmerican': sns.xkcd_rgb["light pink"],
'MiddleEastern': sns.xkcd_rgb["mustard yellow"],
'EastAsian': sns.xkcd_rgb["orange"],
'SouthAsian': sns.xkcd_rgb["magenta"],
'SoutheastAsian': sns.xkcd_rgb["purple"],
'NorthernEuropean': sns.xkcd_rgb["blue"],
'EasternEuropean': sns.xkcd_rgb["deep blue"],
'WesternEuropean': sns.xkcd_rgb["sky blue"],
'SouthernEuropean': sns.xkcd_rgb["olive"],
}
food2color = {food: cuisine2color[food2cuisine[food]] for food in food2cuisine.keys()}
In [15]:
legend_order = [
'African',
'LatinAmerican',
'NorthAmerican',
'EastAsian',
'SouthAsian',
'SoutheastAsian',
'MiddleEastern',
'NorthernEuropean',
'EasternEuropean',
'WesternEuropean',
'SouthernEuropean',
]
In [17]:
labels = [item[0] for item in vocab]
legend_labels = [food2cuisine[food] for food in labels]
labels = [item[0] for item in vocab]
labels = map(pretty_food, labels)
# legend_order = cuisine2color.keys()
print labels
print legend_labels
"""
make_plot(name='food2vec_food_embeddings_tsne',
points=low_dim_embs,
labels=labels,
legend_labels=legend_labels,
legend_order=legend_order,
legend_label_to_color=cuisine2color,
pretty_legend_label=pretty_cuisine,
publish=False)
"""
['Garlic', 'Pepper', 'Butter', 'Onion', 'Egg', 'Wheat', 'Salt', 'Milk', 'Chicken', 'Cream', 'Cheese', 'Olive', 'Tomato', 'Vanilla', 'Vegetable oil', 'Cayenne', 'Corn', 'Olive oil', 'Black pepper', 'Vinegar', 'Rice', 'Ginger', 'Lemon', 'Parsley', 'Cinnamon', 'Cilantro', 'Soy sauce', 'Onions', 'Beef', 'Cumin', 'Cane molasses', 'Water', 'Vegetable', 'Basil', 'Bread', 'Sugar', 'Lime', 'Oregano', 'Mustard', 'Bell pepper', 'Celery', 'Thyme', 'Cocoa', 'Lemon juice', 'Wine', 'All purpose flour', 'Pork', 'Scallion', 'Yeast', 'Potato', 'Coconut', 'Shrimp', 'Honey', 'Fish', 'Coriander', 'Sesame oil', 'Carrot', 'Nutmeg', 'Bay', 'Mushroom', 'Orange', 'Chicken broth', 'Eggs', 'Bacon', 'Lard', 'Macaroni', 'Parmesan cheese', 'Kosher salt', 'Green onions', 'Tomatoes', 'Cheddar cheese', 'Large eggs', 'Cucumber', 'Apple', 'Cream cheese', 'Carrots', 'Walnut', 'Rosemary', 'Starch', 'Buttermilk', 'Almond', 'Green bell pepper', 'Bean', 'Pecan', 'Mint', 'Lettuce', 'Turmeric', 'Cabbage', 'White wine', 'Yogurt', 'Chili powder', 'Zucchini', 'Pineapple', 'Oil', 'Ham', 'Avocado', 'Raisin', 'Scallions', 'Tamarind', 'Baking powder', 'Jalapeno chilies', 'Orange juice', 'Diced tomatoes', 'Cherry', 'Fennel', 'Dill', 'Gelatin', 'Turkey', 'Brown sugar', 'Cooking spray', 'Cider', 'Shallots', 'Lime juice', 'Broccoli', 'Red wine', 'Peanut', 'Sage', 'Pork sausage', 'Flour', 'Seed', 'Chive', 'Mozzarella cheese', 'Paprika', 'Oat', 'Meat', 'Sherry', 'Pea', 'Leaf', 'Canola oil', 'Nut', 'Plum', 'Shallot', 'Shiitake', 'Cardamom', 'Strawberry', 'White sugar', 'Banana', 'Lamb', 'Soybean', 'Fenugreek', 'Potatoes', 'Squash', 'Celery oil', 'Peanut butter', 'Pumpkin', 'Sake', 'Tabasco pepper', 'Salsa', 'Coffee', 'Milk fat', 'Cranberry', 'Baking soda', 'Sea salt', 'Garam masala', 'Black beans', 'Flour tortillas', 'Oyster', 'Granulated sugar', 'Apricot', 'Raspberry', 'Rum', 'Beef broth', 'Grape juice', 'Asparagus', 'Crab', 'Mayonaise', 'Green chilies', 'Salmon', 'Tumeric', 'Mango', 'Whole grain wheat flour', 'Saffron', 'Tarragon', 'Lemon peel', 'Marjoram', 'Curry powder', 'Worcestershire sauce', 'Sesame seeds', 'Hot sauce', 'Sesame seed', 'Red chili peppers', 'Grape', 'Tuna', 'Cauliflower', 'Clove', 'Feta cheese', 'Anise', 'Clam', 'Maple syrup', 'Fruit', 'Peach', 'Beer', 'Roasted sesame seed', 'Coarse salt', 'Mushrooms', 'Warm water', 'Orange peel', 'Brandy', 'Artichoke', 'Capers', 'Pear', 'Radish', 'Swiss cheese', 'Horseradish', 'Sweet potato', 'Cold water', 'Mirin', 'Powdered sugar', 'Eggplant', 'Lemongrass', 'Smoke', 'Cooking oil', 'Black bean', 'Sliced green onions', 'Blueberry', 'Raisins', 'Sauce', 'Chickpea', 'Sweet potatoes', 'Beansprouts', 'Crushed tomatoes', 'Black peppercorns', 'Date', 'Kidney bean', 'Leeks', 'Cashew', 'Okra', 'Ketchup', 'Hoisin sauce', 'Light brown sugar', 'Whiskey', 'Leek', 'Smoked sausage', 'Spring onions', 'Peanuts', 'Chickpeas', 'Blue cheese', 'Confectioners sugar', 'Italian seasoning', 'Veal', 'Frozen peas', 'Cajun seasoning', 'Ground cloves', 'White bread', 'Cornmeal', 'Spinach', 'Ground allspice', 'Hot water', 'Boiling water', 'Spaghetti', 'Cottage cheese', 'Pinenuts', 'Smoked paprika', 'Green beans', 'Brown rice', 'Half & half', 'Pimento', 'Tomatillos', 'Pasta', 'Chiles', 'Mandarin', 'Dark brown sugar', 'Caraway', 'Cured pork', 'Squid', 'Hazelnut', 'Egg noodle', 'Ghee', 'Green chile', 'Tortilla chips', 'Currant', 'Kale', 'Serrano chile', 'Tequila', 'Chopped tomatoes', 'Sriracha', 'Enchilada sauce', 'Toasted sesame seeds', 'Barley', 'Fine sea salt', 'Cod', 'Prosciutto', 'Chopped pecans', 'Radishes', 'Juice', 'Creole seasoning', 'Lentil', 'Romano cheese', 'Fresh mushrooms', 'Taco seasoning', 'Baguette', 'Tea', 'Scallop', 'Andouille sausage', 'Pasta sauce', 'Russet potatoes', 'Peaches', 'Goat cheese', 'Flank steak', 'Baby spinach', 'Chinese five spice powder', 'Refried beans', 'Linguine', 'Yoghurt', 'Seaweed', 'Pistachio', 'Sliced mushrooms', 'Watercress', 'Diced onions', 'Golden raisins', 'Roasted red peppers', 'Beet', 'Lasagna noodles', 'Monterey jack', 'Fresh spinach', 'Marinara sauce', 'Shortening', 'Black olives', 'Roma tomatoes', 'Chopped fresh chives', 'Frozen chopped spinach', 'Corn flake', 'Noodles', 'Bananas', 'Thai chile', 'Tortillas', 'Roasted beef', 'Red chili powder', 'Porcini', 'Margarine', 'Curry leaves', 'Strawberries', 'Cereal', 'Yukon gold potatoes', 'Turnip', 'Sauerkraut', 'Green peas', 'Peanut oil', 'Baking potatoes', 'Firm tofu', 'Chives', 'Water chestnuts', 'Pitted kalamata olives', 'Cannellini beans', 'Kelp', 'Wasabi', 'Vegetables', 'Catfish', 'Mace', 'Black eyed peas', 'Kalamata', 'Palm', 'Almonds', 'Lobster', 'Chipotles in adobo', 'Self rising flour', 'Peas', 'Rhubarb', 'Couscous', 'Melon', 'Anchovy fillets', 'Sliced almonds', 'Chili', 'Sausages', 'Guacamole', 'Grits', 'Snow peas', 'Taco seasoning mix', 'Mussels', 'Berry', 'Cake flour', 'All purpose unbleached flour', 'Penne pasta', 'Pancetta', 'Arugula', 'Green olives', 'Tomato juice', 'Stewed tomatoes', 'Grapefruit', 'Blackberry', 'Fig', 'Citrus', 'Pinto beans', 'Spices', 'Jasmine', 'Collard greens', 'Provolone cheese', 'Slivered almonds', 'Apples', 'Semisweet chocolate', 'Roasted peanut', 'Ice water', 'Button mushrooms', 'Mussel', 'Endive', 'Corn grit', 'Sliced black olives', 'Chinese cabbage', 'Sun dried tomatoes', 'Cognac', 'Kidney beans', 'Fettucine', 'Wonton wrappers', 'Chili flakes', 'Shredded carrots', 'Bourbon whiskey', 'Roasted peanuts', 'Watermelon', 'Olives', 'Chicory', 'Poblano chiles', 'Plain flour', 'drain', 'Chipotle chile', 'Daikon', 'Mascarpone', 'Lima bean', 'Peppermint', 'Garbanzo beans', 'Polenta', 'Fresh tomatoes', 'Chili sauce', 'Savory', 'Crme frache', 'Peppercorns', 'Pecans', 'Panko breadcrumbs', 'Lovage', 'Gochujang base', 'Szechwan peppercorns', 'Kiwi', 'Queso fresco', 'Bittersweet chocolate', 'Parsnip', 'Cotija', 'Cremini mushrooms', 'Italian sausage', 'Seasoning', 'Extra firm tofu', 'Bamboo shoots', 'Rye flour', 'Tofu', 'Salsa verde', 'Sweet paprika', 'Pimentos', 'Seasoning salt', 'Seeds', 'Caster sugar', 'Ice cubes', 'Allspice', 'Chopped walnuts', 'Dashi', 'Whole peeled tomatoes', 'Thai red curry paste', 'Barbecue sauce', 'Roasted pork', 'Chili paste', 'Red curry paste', 'Chillies', 'Chile powder', 'Granny smith apples', 'Poblano peppers', 'Gingerroot', 'Bok choy', 'Pesto', 'Crawfish', 'Pizza doughs', 'Quinoa', 'Buckwheat', 'Sea scallops', 'Walnuts', 'Penne', 'Turnips', 'Fresh chives', 'Kimchi', 'Sweet chili sauce', 'Popcorn', 'Ice', 'Paneer', 'Red lentils', 'Chili oil', 'Brassica', 'Sausage casings', 'Green tomatoes', 'Diced green chilies', 'Frozen pastry puff sheets', 'Beets', 'Curry paste', 'Whole kernel corn', 'Enokidake', 'Papaya', 'Molasses', 'Sunflower oil', 'Freshly grated parmesan', 'Ricotta', 'Dough', 'Serrano peppers', 'Swiss chard', 'Bow tie pasta', 'Chorizo sausage', 'Dried red chile peppers', 'Cornflour', 'Baby spinach leaves', 'Macadamia nut', 'Rose', 'Sliced carrots', 'Beans', 'Hazelnuts', 'Lime peel oil', 'Clams', 'Masa harina', 'Boiling potatoes', 'Truffle', 'Smoked salmon', 'Pears', 'Fresh mozzarella', 'Broth', 'Greens', 'Champagne wine', 'Malt', 'Nori', 'Dried currants', 'Red kidney beans', 'Adobo sauce', 'Blanched almonds', 'Leaves', 'Yam', 'Firmly packed brown sugar', 'Fresh raspberries', 'Ripe olives', 'Fat', 'Prawns', 'Star anise', 'Brussels sprout', 'Angel hair', 'Orzo', 'Blackberries', 'Rye bread', 'Stock', 'Root', 'Rolls', 'Jicama', 'Lentils', 'Amchur', 'Herbs', 'Thai pepper', 'Tomatoes with juice', 'Baby bok choy', 'Quickcooking grits', 'White cornmeal', 'Galangal', 'Asiago', 'Pearl onions', 'Anise seed', 'Gin', 'Chervil', 'Panko', 'Bitter orange', 'Golden brown sugar', 'Lavender', 'Wheat bread', 'Agave nectar', 'Raspberries', 'Marinade', 'Serrano chilies', 'Pizza sauce', 'Liver', 'Crabmeat', 'Pico de gallo', 'Canned black beans', 'Table salt', 'Grapeseed oil', 'White beans', 'Ancho powder', 'Tangerine', 'Sweet italian sausage', 'Fillets', 'Semi sweet chocolate morsels', 'Hominy', 'Chees fresh mozzarella', 'Whole cloves', 'White sesame seeds', 'Oatmeal', 'Canned tomatoes', 'Artichokes', 'Vodka', 'Ranch dressing', 'Tilapia fillets', 'Miso paste', 'Skirt steak', 'Peeled tomatoes', 'Asafoetida', 'Superfine sugar', 'Baby carrots', 'Spinach leaves', 'Refrigerated piecrusts', 'White miso', 'Red food coloring', 'Chunky salsa', 'Cachaca', 'Poppy seeds', 'Wood', 'Sirloin steak', 'Masala', 'Fresh curry leaves', 'White hominy', 'Salad dressing', 'Urad dal', 'Red beans', 'Soba noodles', 'Curry', 'Coarse sea salt', 'Chorizo', 'Parsnips', 'Chuck', 'Chipotle peppers', 'Curds', 'Anchovy paste', 'Phyllo dough', 'Plums', 'Italian salad dressing', 'Konbu', 'Chuck roast', 'Herbes de provence', 'Potato chip', 'Ground sirloin', 'Rigatoni', 'Red enchilada sauce', 'Halibut fillets', 'Nira', 'Dry roasted peanuts', 'Coarse kosher salt', 'Pistachios', 'Crimini mushrooms', 'Steak', 'Mixed greens', 'Dressing', 'Taco sauce', 'Taco shells', 'Tahini', 'Littleneck clams', 'Mashed potatoes', 'Poultry seasoning', 'Instant espresso powder', 'Roasting chickens', 'Salad', 'Prunes', 'Light mayonnaise', 'White mushrooms', 'Ramen noodles', 'Oysters', 'Liquid', 'Escarole', 'Pie crust', 'Semolina', 'Rotini', 'Bird chile', 'Rib', 'Semolina flour', 'Prawn', 'Red kidney bean', 'Dipping sauces', 'Sausage links', 'Beaten eggs', 'Radicchio', 'Chopped green chilies', 'Unsalted dry roast peanuts', 'Spring roll wrappers', 'Navel oranges', 'Dates', 'Mackerel', 'Fresh leav spinach', 'Roasted tomatoes', 'Haddock', 'Matsutake', 'Salad oil', 'Picante sauce', 'Teriyaki sauce', 'Biscuits', 'Firmly packed light brown sugar', 'Guajillo chiles', 'Salami', 'Hamburger buns', 'Haricots verts', 'Chips', 'Chutney', 'Japanese eggplants', 'Fusilli', 'Sambal ulek', 'Anchovies', 'Fresh herbs', 'Pepperoni', 'Chicken liver', 'Anaheim chile', 'Edamame', 'Kasuri methi', 'Puff pastry', 'Artichok heart marin', 'Dried cranberries', 'Rutabaga', 'Yellow peppers', 'Turbinado', 'Crushed ice', 'Thai green curry paste', 'Nectarine', 'Ground almonds', 'Wild mushrooms', 'Capsicum', 'Great northern beans', 'Spanish chorizo', 'Nonstick spray', 'Gari', 'Frozen spinach', 'Rocket leaves', 'Bone oil', 'Salad greens', 'Port wine', 'File powder', 'Tapioca flour', 'slice', 'Duck', 'Ground round', 'Katsuobushi', 'Alfredo sauce', 'Hot italian sausages', 'Sour cherry', 'Chopped almonds', 'Miso', 'Baby arugula', 'Udon', 'Enokitake', 'Pitted black olives', 'Ground chuck', 'Soft tofu', 'Diced red onions', 'Pitas', 'Ladyfingers', 'Scotch bonnet chile', 'Roast red peppers', 'Sour milk', 'Black sesame seeds', 'Pastry', 'Dried chile', 'Green curry paste', 'Cherries', 'Rib eye steaks', 'Oven ready lasagna noodles', 'Dried lentils', 'Chaat masala', 'New potatoes', 'Octopus', 'Club soda', 'Chile paste', 'Flour for dusting', 'French baguette', 'Silken tofu', 'Cacao', 'Jumbo pasta shells', 'Cake', 'Chocolate', 'Ras el hanout', 'Gruyere cheese', 'Florets', 'Asafetida', 'Pizza crust', 'Orecchiette', 'Vinaigrette', 'Greek seasoning', 'Slaw mix', 'Epazote', 'Simple syrup', 'Won ton wrappers', 'Harissa', 'Shells', 'Chipotle chile powder', 'Dried bonito flakes', 'Liqueur', 'Croutons', 'Pitted green olives', 'Caviar', 'Gnocchi', 'Dark chocolate', 'Yams', 'Vermicelli', 'Jaggery', 'Sprinkles', 'Glass noodles', 'Toasted pine nuts', 'Chile de arbol', 'Dry vermouth', 'Toasted almonds', 'Whipped topping', 'Fresh blueberries', 'Chile sauce', 'Fillet red snapper', 'Bonito flakes', 'Neutral oil', 'Saltines', 'Salted peanuts', 'Scallops', 'Gai lan', 'Plantains', 'White chocolate', 'Crackers', 'Self rising cornmeal', 'Black tea', 'Hellmann or best food real mayonnais', 'Naan', 'Crumbled gorgonzola', 'Apple brandy', 'Base', 'Chinese chives', 'Graham cracker crumbs', 'Hungarian sweet paprika', 'Teas', 'Berries', 'Mini marshmallows', 'Roasted cashews', 'Flower', 'Frankfurter', 'Dried black beans', 'Fermented black beans', 'Hot chili sauce', 'Madras curry powder', 'Pepperoni slices', 'Galanga', 'Crema', 'Safflower oil', 'Sun dried tomatoes in oil', 'Fresh peas', 'Phyllo pastry', 'Oxtails', 'Unsweetened chocolate', 'Pickles', 'Brussels sprouts', 'Canola', 'Heirloom tomatoes', 'Refrigerated pizza dough', 'Triple sec', 'Nuts', 'Mung beans', 'Vine ripened tomatoes', 'Filet', 'Soup', 'Cherry brandy', 'Chees fresco queso', 'Dried dillweed', 'Apricots', 'Sea bass fillets', 'Salted roast peanuts', 'Whitefish', 'Mixed spice', 'Asafoetida powder', 'Figs', 'Juniper berry', 'Orzo pasta', 'Madeira', 'Fresh red chili', 'Poblano chilies', 'Gram flour', 'Mexican chorizo', 'Rolled oats', 'Baby lima beans', 'Spanish paprika', 'Red bean', 'Cornichons', 'Chow mein noodles', 'Food colouring', 'Raw cashews', 'Lima beans', 'Green tea', 'Serrano', 'Pie shell', 'Blueberries', 'Extra large eggs', 'Golden delicious apples', 'Cassava', 'Chayotes', 'Mexican chocolate', 'Pickle relish', 'Waxy potatoes', 'Rotelle', 'Fronds', 'Straw mushrooms', 'Soba', 'Baked tortilla chips', 'Gorgonzola', 'Dried pinto beans', 'Cocktail cherries', 'Cranberries', 'Chestnuts', 'Shellfish', 'Syrup', 'Green enchilada sauce', 'Allspice berries', 'Velveeta', 'Dumplings', 'Pasta shells', 'Grand marnier', 'Pitted olives', 'Breakfast sausages', 'Golden syrup', 'Dumpling wrappers', 'Prepar salsa', 'White flour', 'Italian seasoned breadcrumbs', 'Gochugaru', 'Fettuccine pasta', 'Raw sugar', 'Msg', 'Red miso', 'Ziti', 'Tilapia', 'Pasilla chiles', 'Fontina', 'Genoa salami', 'Pomegranate seeds', 'Crema mexican', 'Brown lentils', 'Black mustard seed oil', 'Champagne', 'Round steaks', 'Cooked quinoa', 'Lo mein noodles', 'Crust', 'Short rib', 'Amaretto', 'Kielbasa', 'Jam', 'Top sirloin steak', 'White peppercorns', 'Cookies', 'Quince', 'Roasted sesame seeds', 'Pesto sauce', 'Shucked oysters', 'Munster cheese', 'Unsalted cashews', 'Mutton', 'Flatbread', 'Pastry dough', 'Fava beans', 'Kumquat', 'Bbq sauce', 'Pickled jalapenos', 'Top round steak', 'Chinese sausage', 'Nioise olives', 'Diced tomatoes in juice', 'Veggies', 'White button mushrooms', 'Jeera', 'Kirby cucumbers', 'Stout', 'Smoked gouda', 'cooked and drained', 'Halibut', 'Candy', 'And fat free half half', 'Ricotta salata', 'Pie dough', 'Whole allspice', 'Rotel tomatoes', 'Chayote', 'Black sesame seed', 'Flavoring', 'Yellow split peas', 'Sesame', 'Refrigerated crescent rolls', 'Nectarines', 'Part skim mozzarella', 'Masa', 'Armagnac', 'Fat free mayonnaise', 'Jack', 'Toasted pecans', 'Chipotle', 'Fleur de sel', 'Ground tumeric', 'Toasted walnuts', 'Chili beans', 'Hungarian paprika', 'Sirloin', 'Beefsteak tomatoes', 'Cantaloupe', 'Nigella seeds', 'Spaghettini', 'Bulgur', 'Seedless red grapes', 'Eel', 'Fine salt', 'Tostada shells', 'Gravy', 'Chilli paste', 'Rabbit', 'Medium eggs', 'Passata', 'cook and drain', 'Hot dogs', 'Sliced tomatoes', 'Ciabatta', 'Gluten', 'Pastry shell', 'rins and drain', 'Bosc pears', 'Tasso', 'Bartlett pear', 'thawed and squeezed dry', 'Chana dal', 'Roquefort cheese', 'Moong dal', 'Boneless chuck roast', 'Piloncillo', 'Dried chickpeas', 'Roast', 'Reduced fat mayonnaise', 'Ground paprika', 'Coleslaw', 'Pepperoncini', 'Licorice', 'Red snapper', 'Mixed vegetables', 'Jamaican jerk season', 'Hummus', 'Korean chile flakes', 'Roasted hazelnuts', 'Navy beans', 'Chinese noodles', 'Swordfish steaks', 'Yellow food coloring', 'Tortellini', 'Crema mexicana', 'Broccolini', 'Yardlong beans', 'Ponzu', 'Sliced shallots', 'Glaze', 'Nopales', 'Hot chili powder', 'Maggi', 'Jelly', 'Shoyu', 'Guanciale', 'Calvados', 'Tagliatelle', 'Tawny port', 'Harissa paste', 'Whitefish fillets', 'Soda', 'Juniper berries', 'Italian tomatoes', 'Bawang goreng', 'Meatballs', 'Pepitas', 'Applesauce', 'Double acting baking powder', 'Oil cured black olives', 'Muscovado sugar', 'Slaw', 'Duck breasts', 'Bulk italian sausag', 'Fajita seasoning mix', 'Country crock spread', 'Whole peppercorn', 'Chocolate morsels', 'Sweet cherries', 'Kahla', 'Sumac', 'Pickling spices', 'Dried guajillo chiles', 'Pernod', 'Farro', 'Granulated white sugar', 'Louisiana hot sauce', 'Habanero chile', 'Browning', 'Five spice powder', 'Fingerling potatoes', 'Yellow miso', 'Manicotti shells', 'Shahi jeera', 'Tartar sauce', 'Port', 'Mexicorn', 'Pitted prunes', 'Frozen peas and carrots', 'Dried salted codfish', 'Passion fruit', 'Low fat mayonnaise', 'Light molasses', 'Prepar pesto', 'Brine cured black olives', 'Cornbread', 'Prickly pear', 'Xanthan gum', 'Five spice', 'Cane sugar', 'Crumbs', 'Tandoori spices', 'Red chile powder', 'Bouquet garni', 'Frosting', 'Shiso', 'New york strip steaks', 'Uncook medium shrimp', 'Vermicelli noodles', 'Ouzo', 'peel and devein', 'Nori sheets', 'Frisee', 'Unsalted roasted peanuts', 'Baby potatoes', 'Guava', 'Quick cooking oats', 'Caramel sauce', 'Large flour tortillas', 'Hot chili', 'Mung bean', 'Sea bass', 'Frozen mixed vegetables', 'Wakame', 'Baby greens', 'Dried mushrooms', 'Suet', 'Fresh chevre', 'Chocolate sprinkles', 'Gyoza wrappers', 'Top sirloin', 'Sesame paste', 'Orange flower', 'Mild italian sausage', 'Red kidnei beans', 'Cutlet', 'Chopped fresh herbs', 'Rock sugar', 'Fryer chickens', 'Baby back ribs', 'Crepes', 'Phyllo', 'Frozen edamame beans', 'Frozen blueberries', 'Green peppercorns', 'Shichimi togarashi', 'Hamburger', 'No salt added diced tomatoes', 'Asadero', 'I cant believe its not butter! spread', 'Long beans', 'Baking mix', 'Chocolate shavings', 'Toast', 'Ragu old world style pasta sauc', 'Essence', 'No salt added black beans', 'Penne rigate', 'Whole almonds', 'Zesty italian dressing', 'Kirsch', 'Sultana', 'Kecap manis', 'Brine cured olives', 'French fried onions', 'Maida flour', 'Tempeh', 'Tzatziki', 'Buns', 'Methi', 'Pickled carrots', 'White cake mix', 'Grapes', 'Stuffing', 'Rub', 'Cabernet sauvignon wine', 'Sassafras', 'Bicarbonate of soda', 'Dried tart cherries', 'Color food green', 'Coconut oil', 'Dashi kombu', 'Garden peas', 'Unbaked pie crusts', 'Italian style stewed tomatoes', 'Brine', 'Ditalini pasta', 'Chocolate chips', 'Soppressata', 'Seafood seasoning', 'Bocconcini', 'Calamansi juice', 'Sea salt flakes', 'Calamari', 'Dashi powder', 'Toor dal', 'Bouillon', 'Duck drumsticks', 'Graham crackers', 'Cardamon', 'Canela', 'Fire roasted diced tomatoes', 'Lumpia wrappers', 'Jackfruit', 'Kumquats', 'Yellow cake mix', 'Hand', 'Brewed espresso', 'Habanero', 'Seafood stock', 'Small white beans', 'Boiled eggs', 'Ravioli', 'Bucatini', 'Hoagie rolls', 'Grouper', 'Espresso', 'Sardines', 'Asian eggplants', 'Tart apples', 'Sprouts', 'Mexican seasoning mix', 'Idaho potatoes', 'Splenda', 'Calamansi', 'Whole nutmegs', 'Breadstick', 'Boiling onions', 'Pound cake', 'Oats', 'Roasted meat', 'Red capsicum', 'Duck fat', 'Hearts of romaine', 'Calimyrna figs', 'Poblano', 'Adobo', 'Sweetener', 'Stone ground cornmeal', 'Marshmallow creme', 'Prebaked pizza crusts', 'Chanterelle', 'Extract', 'Tostadas', 'Plain breadcrumbs', 'Pig', 'Chocolate syrup', 'Chat masala', 'String beans', 'Pickled vegetables', 'Pomegranate juice', 'Baby portobello mushrooms', 'Dried kidney beans', 'Ajwain', 'Old fashioned oats', 'Hot chili oil', 'Arrowroot', 'Sunflower seeds', 'Aai', 'White kidney beans', 'Gemelli', 'Yellow rock sugar', 'Stir fry sauce', 'Curry sauce', 'Pace picante sauce', 'Dal', 'Steak sauce', 'Spareribs', 'Toasted slivered almonds', 'Cracker crumbs', 'Arrowroot powder', 'Min', 'Dried fettuccine', 'Yolk', 'Varnish clams', 'Tonkatsu sauce', 'Toasted nori', 'Rapeseed oil', 'Stevia', 'Morel', 'Mild curry powder', 'Frozen whipped topping', 'Shelled pistachios', 'Cornbread mix', 'Rump roast', 'Lager', 'Frozen strawberries', 'Chopped nuts', 'Split black lentils', 'Fried eggs', 'Bartlett pears', 'Thin pizza crust', 'Collards', 'Sour cherries', 'Carbonated water', 'Dried pasta', 'Picholine olives', 'Rock salt', 'Gran marnier', 'Sweet mini bells', 'Gala apples', 'Salmon roe', 'Trout fillet', 'Caesar salad dressing', 'Relish', 'Chipotle salsa', 'Golden caster sugar', 'Bitters', 'Fat free refried beans', 'Equal sweetener', 'Old el paso taco seasoning mix', 'Angostura bitters', 'Cornish game hens', 'Fresno chiles', 'Tapenade', 'Frozen lemonade concentrate', 'Parmagiano reggiano', 'Yellow lentils', 'Instant espresso', 'Boneless sirloin steak', 'Gyoza', 'Dark molasses', 'Ale', 'Cornish hens', 'Medium firm tofu', 'Tentacles', 'Shredded coleslaw mix', 'Sorrel', 'Low sodium worcestershire sauce', 'Fresh cranberries', 'Herring', 'Unsalted pistachios', 'Frozen shelled edamame', 'Hot smoked paprika', 'Pan drippings', 'Togarashi', 'Sweet and sour sauce', 'Sprite', 'Mole sauce', 'Chilegarlic sauce', 'Poha', 'Thin spaghetti', 'Artemisia', 'Single crust pie', 'Guajillo', 'Italian style seasoning', 'Gold potatoes', 'Cointreau', 'Seafood', 'Hellmann or best food light mayonnais', 'Pink peppercorns', 'Jalape', 'Perilla', 'Bengal gram', 'Pickling cucumbers', 'Spike seasoning', 'Cool whip', 'Refrigerated biscuits', 'Riesling', 'Boneless rib eye steaks', 'Giblet', 'Quinces', 'Japanese turnips', 'Camembert cheese', 'Dungeness crabs', 'Chinese black mushrooms', 'Fajita size flour tortillas', 'Dry pasta', 'Small new potatoes', 'Old el paso chopped green chiles', 'Choy sum', 'Prosecco', 'Soy', 'Doritos', 'Cuban peppers', 'Capellini', 'Foie gras', 'Annatto seeds', 'Sweet peas', 'Risotto', 'Preserves', 'Taro', 'Non stick spray', 'Pickling salt', 'Prepared lasagne', 'Herb seasoning', 'Black salt', 'Mild green chiles', 'Masa dough', 'Coca cola', 'Manioc flour', 'Biscuit dough', 'Blue crabs', 'Baked pizza crust', 'White chocolate chips', 'Buffalo sauce', 'Pear brandy', 'Black truffles', 'Mincemeat', 'Brioche', 'Amaretti cookies', 'Low fat mozzarella', 'Dhal', 'Pappardelle', 'Vegetarian refried beans', 'Linguini', 'Japanese plum', 'Crumbles', 'Yellow curry paste', 'Quail', 'Bouillon cube', 'Ancho', 'Shiro miso', 'Frozen limeade concentrate', 'Bisquick', 'Pigeon peas', 'Sandwich rolls', 'Pasta water', 'Frangelico', 'Fat free frozen top whip', 'Himalayan salt', 'English muffins', 'Flounder fillets', 'Fatback', 'Giardiniera', 'Cavatappi', 'Sweet pickle', 'Mulato chiles', 'Granola', 'Soda water', 'Concord grape', 'Chuck steaks', 'Chestnut mushrooms', 'Kaiser rolls', 'Macadamia nuts', 'Octopuses', 'Red beets', 'Frozen mixed berries', 'Masoor dal', 'Biryani masala', 'Ravva', 'Marmite', 'Demerara sugar', 'Ditalini', 'Graham cracker crusts', 'Flora cuisine', 'Sourdough baguette', 'Sweet vermouth', 'Ramps', 'Achiote paste', 'Spearmint', 'Ruby port', 'Thai chili paste', 'Sliced olives', 'Filet mignon', 'French rolls', 'Lumpia skins', 'Yellow hominy', 'Red', 'Chard', 'Chocolate instant pudding', 'Flavored oil', 'Beef liver', 'Pak choi', 'Thai noodles', 'Nutella', 'Wheels', 'Atta', 'Aioli', 'Groundnut', 'Chip plain tortilla', 'Mahi mahi fillets', 'Piecrust', 'Steamer', 'Canola mayonnaise', 'Sponge cake', 'Huckleberry', 'Scotch', 'Oil cured olives', 'Toasted peanuts', 'Queso blanco', 'Hanger steak', 'Zest', 'Cavatelli', 'Sourdough', 'Shell pasta', 'Italian eggplant', 'Small red beans', 'Balsamic vinaigrette', 'Black currant', 'Chinese eggplants', 'Condiments', 'Chardonnay', 'Focaccia', 'Sole fillet', 'Korean chile paste', 'Citron', 'Carnitas', 'drained and chopped', 'Adobo seasoning', 'Tomatillo salsa', 'Sweet pickle relish', 'Spicy sausage', 'Light pancake syrup', 'Bonito', 'Zinfandel', 'Fresh green peas', 'Mortadella', 'Arbol chile', 'Pillsbury refrigerated crescent dinner rolls', 'Chianti', 'Hot dog bun', 'Vine tomatoes', 'Nilla wafers', 'Ground walnuts', 'Caramels', 'Mirlitons', 'Fresh udon', 'Mandarin peel', 'Roux', 'Crushed pineapples in juice', 'Fishcake', 'Wish bone italian dressing', 'Dinner rolls', 'Tortilla shells', 'Ground sausage', 'Kohlrabi', 'Crescent rolls', 'Russet', 'Puff pastry sheets', 'Smoked sweet spanish paprika', 'Fritos', 'Free range eggs', 'Mochiko', 'Old el paso enchilada sauce', 'Nuoc cham', 'Trout', 'Red radishes', 'Sanding sugar', 'Pasta sheets', 'Daal', 'Refried black beans', 'Condiment', 'Baked beans', 'Black mission figs', 'Light alfredo sauce', 'Field peas', 'Stilton', 'Fresca', 'Grappa', 'Snapper fillets', 'Snappers', 'Khoa', 'Matzo meal', 'Maltose', 'Hot curry powder', 'Kefalotyri', 'Cooking apples', 'Batter', 'Firm silken tofu', 'Croissants', 'Brisket', 'Toasted baguette', 'Natural pistachios', 'Decorating sugars', 'Litchi', 'Ranch style beans', 'Kidney', 'Reduced fat firm tofu', 'Chvre', 'Queso asadero', 'Pita chips', 'Cooked rigatoni', 'Campari', 'Channa dal', 'Patis', 'French lentils', 'Pita rounds', 'Meringue', 'Chocolate sauce', 'Dried mixed herbs', 'Cane syrup', 'Gardenia', 'Canned chopped tomatoes', 'Steak seasoning', 'Celtic salt', 'Peppermint oil', 'Baked potato', 'Cockles', 'Jerk seasoning', 'Flat iron steaks', 'Cabernet sauvignon', 'Frozen peaches', 'Red chile sauce', 'Bittersweet chocolate chips', 'Chipotle sauce', 'Candied cherries', 'Ackee', 'Raita', 'Rajma', 'Callaloo', 'English toffee bits', 'Creole style seasoning', 'Shaoxing', 'Shirataki', 'Refrigerated fettuccine', 'King prawns', 'Edible flowers', 'Loin', 'Shanks', 'Vinaigrette dressing', 'Dried black mushrooms', 'Confit duck leg', 'Maldon sea salt', 'Drippings', 'Lotus roots', 'Merlot', 'Grana padano', 'Chocolate bars', 'Red delicious apples', 'Mesclun', 'Salted cashews', 'Stuffing mix', 'Pomegranate', 'cut into italian loaf', 'Creme anglaise', 'Frozen green beans', 'Black gram', 'Stew', 'Shiso leaves', 'Biscuit mix', 'Pace chunky salsa', 'Grape brandy', 'Emmenthal', 'Furikake', 'Dried cornhusks', 'Striped bass', 'Sub buns', 'Pectin', 'Lingonberry', 'Lily buds', 'Chunky', 'Unbleached flour', 'Nam pla', 'Cajun spice mix', 'Low sodium taco seasoning', 'Tart shells', 'Sweet potatoes & yams', 'Hard shelled clams', 'Gherkins', 'Diced tomatoes and green chilies', 'Pimenton', 'Small pasta', 'Peperoncini', 'Crisps', 'Frozen raspberries', 'Bisquick baking mix', 'Dandelion greens', 'Catalina dressing', 'Sugar syrup', 'Gumbo file', 'Salted dry roasted peanuts', 'Brine cured green olives', 'Hash brown', 'Chia seeds', 'Chapati flour', 'Italian herbs', 'Italian salad dressing mix', 'Ramen', 'Mixed mushrooms', 'Green apples', 'Amaretto 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colby', 'Self raising flour', 'Fideos', 'Pasta shell small', 'Bottle gourd', 'Smoked sea salt', 'Satsumas', 'Pickled beets', 'Wax beans', 'Mahimahi', 'Shimeji mushrooms', 'Dried scallops', 'Manicotti', 'Kimchi juice', 'Limoncello', 'Uncooked rigatoni', 'Dried udon', 'Toasted pumpkinseeds', 'Pearl couscous', 'Fines herbes', 'Toasted cashews', 'Kewra water', 'Round loaf', 'Pepperidge farm puff pastry', 'Demi glace', 'Yuzu', 'Dark chocolate chip', 'Espresso powder', 'Adzuki beans', 'Blackening seasoning', 'Burger buns', 'Grenadine', 'Flaked', 'Dijon', 'Red apples', 'Hard salami', 'Bechamel', 'Spam', 'Sugar cane', 'Other vegetables', 'Sourdough loaf', 'Borlotti beans', '(10 oz.) frozen chopped spinach', 'Black fungus', 'Sago', 'Tortilla wraps', 'Crme de cassis', 'Elderberry', 'Mo hanh', 'Raw cane sugar', 'Tapioca pearls', 'Fine granulated sugar', 'Flavored syrup', 'Fresh angel hair', 'Prego traditional italian sauce', 'Twists', 'Espresso beans', 'Red swiss chard', 'Dulce de leche', 'Chinese sesame paste', 'Pita loaves', 'Starchy potatoes', 'Angel food cake', 'Flaxseed', 'Small capers', 'Bouquet', 'Caster', 'Frozen hash browns', 'Miniature semisweet chocolate chips', 'Boston butt', 'Smoked kielbasa', 'Jamaican jerk spice', 'Pasilla', 'Hog casings', 'Taco bell home originals', 'Globe eggplant', 'Red gold diced tomatoes', 'Schmaltz', 'Piment despelette', 'Grill seasoning', 'Gluten free all purpose flour', 'Idli', 'Brown gravy mix', 'Frozen pizza dough', 'Ragu cheesi classic alfredo sauc', 'Baking spray', 'Dried chile peppers', 'Kraft miracle whip dressing', 'Gremolata', 'Kefir', 'Chiffonade', 'Herdez salsa casera', 'Pastry flour', 'Cooking liquid', 'Tapioca', 'Fregola', 'Pork liver', 'Waffle', 'Rioja', 'Nuoc nam', 'Sushi nori', 'Sofrito', 'Nopalitos', 'Pappadams', 'Sazon seasoning', 'Pot roast', 'Persimmon', 'Compote', 'Truffles', 'Tandoori seasoning', 'Wholemeal flour', 'Old el paso flour tortillas', 'Millet', 'Rounds', 'Bone broth', 'Cube steaks', 'Sliced green olives', 'Seitan', 'Buttercream frosting', 'Gouda', 'Boar', 'Broad beans', 'Soaking liquid', 'Aai powder', 'Red vermouth', 'Kraft zesty italian dressing', 'Soft taco size flour tortillas', 'Fresh mozzarella balls', 'Assorted fresh vegetables', 'Greek style vinaigrette', 'Rome apples', 'Lea & perrins worcestershire sauce', 'Self rising cake flour', 'Pink beans', 'Porridge oats', 'Petite peas', 'Shortbread cookies', 'Promise buttery spread', 'Sirloin tip roast', 'Cornflakes', 'Jerk marinade', 'Heinz chili sauce', 'Tandoori paste', 'Light red kidney beans', 'Ahi', 'Dried thai chili', 'Frozen mixed thawed vegetables', 'Basmati', 'Roasted almonds', 'Meatloaf', 'Sweet potatoes or yams', 'Collard green leaves', 'Spelt flour', 'Ground chile', 'Edam', 'Splenda brown sugar blend', 'Emerils original essence', 'Chinese rock sugar', 'undrain', 'Margarita mix', 'Sauvignon blanc', 'Jerusalem artichokes', 'Spring! water', 'Sooji', '40 less sodium taco seasoning mix', 'Burgers', 'Sorghum syrup', 'Pancake mix', 'Uncooked vermicelli', 'Bulb', 'Cocktail sauce', 'Custard powder', 'Vegan worcestershire sauce', 'Chili seasoning', 'Peeled prawns', 'Shredded nori', 'Tom yum paste', 'Carnation', 'Low moisture mozzarella', 'Chop green chilies']
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'SoutheastAsian', 'WesternEuropean', 'SoutheastAsian', 'EastAsian', 'SouthAsian', 'NorthernEuropean', 'WesternEuropean', 'SoutheastAsian', 'SouthAsian', 'LatinAmerican', 'LatinAmerican', 'SoutheastAsian', 'SoutheastAsian', 'WesternEuropean', 'NorthAmerican', 'African', 'SouthernEuropean', 'LatinAmerican', 'SoutheastAsian', 'WesternEuropean', 'NorthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'African', 'SoutheastAsian', 'NorthernEuropean', 'SoutheastAsian', 'NorthernEuropean', 'SoutheastAsian', 'LatinAmerican', 'WesternEuropean', 'SoutheastAsian', 'SoutheastAsian', 'African', 'SouthernEuropean', 'WesternEuropean', 'WesternEuropean', 'SouthAsian', 'NorthAmerican', 'SouthAsian', 'WesternEuropean', 'African', 'WesternEuropean', 'LatinAmerican', 'LatinAmerican', 'SouthAsian', 'LatinAmerican', 'WesternEuropean', 'SouthernEuropean', 'SouthernEuropean', 'WesternEuropean', 'LatinAmerican', 'SouthernEuropean', 'NorthernEuropean', 'WesternEuropean', 'SouthAsian', 'SoutheastAsian', 'SoutheastAsian', 'African', 'SouthernEuropean', 'LatinAmerican', 'SouthAsian', 'WesternEuropean', 'EastAsian', 'NorthernEuropean', 'EastAsian', 'LatinAmerican', 'NorthernEuropean', 'SouthernEuropean', 'SoutheastAsian', 'SoutheastAsian', 'SouthAsian', 'LatinAmerican', 'SouthAsian', 'LatinAmerican', 'EastAsian', 'African', 'LatinAmerican', 'SoutheastAsian', 'NorthernEuropean', 'SouthernEuropean', 'WesternEuropean', 'SouthernEuropean', 'EastAsian', 'EastAsian', 'SouthAsian', 'NorthernEuropean', 'WesternEuropean', 'SouthAsian', 'WesternEuropean', 'African', 'LatinAmerican', 'WesternEuropean', 'LatinAmerican', 'LatinAmerican', 'NorthernEuropean', 'SouthAsian', 'SoutheastAsian', 'WesternEuropean', 'SouthernEuropean', 'NorthAmerican', 'NorthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'African', 'SouthAsian', 'WesternEuropean', 'LatinAmerican', 'WesternEuropean', 'EasternEuropean', 'African', 'SouthernEuropean', 'LatinAmerican', 'LatinAmerican', 'SoutheastAsian', 'LatinAmerican', 'LatinAmerican', 'SoutheastAsian', 'LatinAmerican', 'WesternEuropean', 'African', 'SoutheastAsian', 'WesternEuropean', 'SouthernEuropean', 'SouthernEuropean', 'SouthAsian', 'WesternEuropean', 'SoutheastAsian', 'EastAsian', 'WesternEuropean', 'WesternEuropean', 'African', 'EastAsian', 'SouthernEuropean', 'SoutheastAsian', 'NorthernEuropean', 'WesternEuropean', 'NorthernEuropean', 'NorthernEuropean', 'NorthernEuropean', 'EastAsian', 'SouthernEuropean', 'WesternEuropean', 'EastAsian', 'EastAsian', 'SoutheastAsian', 'LatinAmerican', 'EastAsian', 'SouthAsian', 'SoutheastAsian', 'EastAsian', 'WesternEuropean', 'LatinAmerican', 'SouthernEuropean', 'NorthernEuropean', 'WesternEuropean', 'EastAsian', 'LatinAmerican', 'WesternEuropean', 'SoutheastAsian', 'SoutheastAsian', 'SouthAsian', 'NorthernEuropean', 'LatinAmerican', 'NorthernEuropean', 'SoutheastAsian', 'WesternEuropean', 'EastAsian', 'LatinAmerican', 'African', 'SoutheastAsian', 'WesternEuropean', 'SouthernEuropean', 'EastAsian', 'LatinAmerican', 'SouthernEuropean', 'NorthernEuropean', 'LatinAmerican', 'EastAsian', 'SouthernEuropean', 'SoutheastAsian', 'LatinAmerican', 'African', 'African', 'WesternEuropean', 'SoutheastAsian', 'NorthernEuropean', 'SouthernEuropean', 'NorthernEuropean', 'SoutheastAsian', 'EastAsian', 'NorthernEuropean', 'SouthernEuropean', 'NorthernEuropean', 'SouthAsian', 'African', 'LatinAmerican', 'EastAsian', 'LatinAmerican', 'SouthernEuropean', 'SoutheastAsian', 'SouthernEuropean', 'NorthernEuropean', 'LatinAmerican', 'NorthAmerican', 'WesternEuropean', 'WesternEuropean', 'WesternEuropean', 'SouthernEuropean', 'SouthernEuropean', 'SouthAsian', 'SouthernEuropean', 'LatinAmerican', 'SouthernEuropean', 'EastAsian', 'LatinAmerican', 'SoutheastAsian', 'African', 'NorthernEuropean', 'African', 'EastAsian', 'LatinAmerican', 'LatinAmerican', 'SouthAsian', 'SoutheastAsian', 'SouthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'SouthAsian', 'WesternEuropean', 'SouthernEuropean', 'SoutheastAsian', 'LatinAmerican', 'SouthernEuropean', 'SoutheastAsian', 'LatinAmerican', 'LatinAmerican', 'SoutheastAsian', 'NorthAmerican', 'WesternEuropean', 'WesternEuropean', 'African', 'WesternEuropean', 'SouthernEuropean', 'NorthernEuropean', 'SouthernEuropean', 'SouthAsian', 'SouthAsian', 'SouthAsian', 'WesternEuropean', 'WesternEuropean', 'SouthernEuropean', 'NorthAmerican', 'SoutheastAsian', 'SouthernEuropean', 'WesternEuropean', 'NorthernEuropean', 'LatinAmerican', 'SoutheastAsian', 'WesternEuropean', 'SoutheastAsian', 'LatinAmerican', 'WesternEuropean', 'LatinAmerican', 'SoutheastAsian', 'LatinAmerican', 'African', 'EastAsian', 'SouthernEuropean', 'EastAsian', 'EastAsian', 'SoutheastAsian', 'SoutheastAsian', 'NorthernEuropean', 'WesternEuropean', 'SouthAsian', 'WesternEuropean', 'SoutheastAsian', 'LatinAmerican', 'LatinAmerican', 'WesternEuropean', 'EastAsian', 'SouthernEuropean', 'WesternEuropean', 'NorthAmerican', 'EastAsian', 'African', 'SoutheastAsian', 'LatinAmerican', 'WesternEuropean', 'SouthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'LatinAmerican', 'SouthernEuropean', 'EasternEuropean', 'EastAsian', 'SoutheastAsian', 'WesternEuropean', 'SouthernEuropean', 'WesternEuropean', 'EastAsian', 'NorthernEuropean', 'LatinAmerican', 'EastAsian', 'LatinAmerican', 'LatinAmerican', 'SoutheastAsian', 'LatinAmerican', 'SoutheastAsian', 'EastAsian', 'WesternEuropean', 'SouthAsian', 'LatinAmerican', 'African', 'LatinAmerican', 'SouthernEuropean', 'SouthAsian', 'SouthernEuropean', 'NorthAmerican', 'African', 'African', 'LatinAmerican', 'EastAsian', 'EastAsian', 'LatinAmerican', 'SouthAsian', 'EastAsian', 'SouthernEuropean', 'SouthAsian', 'LatinAmerican', 'SoutheastAsian', 'EasternEuropean', 'LatinAmerican', 'WesternEuropean', 'LatinAmerican', 'African', 'LatinAmerican', 'WesternEuropean', 'EastAsian', 'LatinAmerican', 'SoutheastAsian', 'SoutheastAsian', 'EastAsian', 'WesternEuropean', 'SouthernEuropean', 'SouthAsian', 'LatinAmerican', 'MiddleEastern', 'WesternEuropean', 'WesternEuropean', 'SouthernEuropean', 'NorthAmerican', 'WesternEuropean', 'LatinAmerican', 'SouthernEuropean', 'African', 'SouthAsian', 'SouthAsian', 'NorthernEuropean', 'EastAsian', 'SouthAsian', 'SouthernEuropean', 'WesternEuropean', 'SouthAsian', 'EastAsian', 'WesternEuropean', 'WesternEuropean', 'WesternEuropean', 'African', 'LatinAmerican', 'NorthAmerican', 'LatinAmerican', 'WesternEuropean', 'SoutheastAsian', 'African', 'LatinAmerican', 'SouthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'SouthAsian', 'SoutheastAsian', 'WesternEuropean', 'SouthernEuropean', 'NorthernEuropean', 'WesternEuropean', 'WesternEuropean', 'LatinAmerican', 'EastAsian', 'NorthernEuropean', 'SouthernEuropean', 'African', 'African', 'NorthAmerican', 'SouthernEuropean', 'LatinAmerican', 'LatinAmerican', 'WesternEuropean', 'NorthAmerican', 'LatinAmerican', 'WesternEuropean', 'LatinAmerican', 'WesternEuropean', 'LatinAmerican', 'SouthAsian', 'SouthAsian', 'LatinAmerican', 'WesternEuropean', 'LatinAmerican', 'EastAsian', 'EastAsian', 'SouthernEuropean', 'SoutheastAsian', 'WesternEuropean', 'WesternEuropean', 'WesternEuropean', 'SouthernEuropean', 'EastAsian', 'NorthernEuropean', 'WesternEuropean', 'WesternEuropean', 'EastAsian', 'SouthernEuropean', 'SouthernEuropean', 'LatinAmerican', 'WesternEuropean', 'WesternEuropean', 'SouthAsian', 'SouthernEuropean', 'African', 'EastAsian', 'WesternEuropean', 'WesternEuropean', 'SouthAsian', 'LatinAmerican', 'EastAsian', 'NorthernEuropean', 'LatinAmerican', 'SouthernEuropean', 'WesternEuropean', 'EastAsian', 'LatinAmerican', 'SouthernEuropean', 'SouthernEuropean', 'WesternEuropean', 'NorthernEuropean', 'EastAsian', 'LatinAmerican', 'SouthAsian', 'SoutheastAsian', 'LatinAmerican', 'LatinAmerican', 'WesternEuropean', 'EastAsian', 'SouthernEuropean', 'NorthernEuropean', 'LatinAmerican', 'African', 'SouthernEuropean', 'SouthernEuropean', 'EastAsian', 'NorthernEuropean', 'LatinAmerican', 'NorthernEuropean', 'LatinAmerican', 'SoutheastAsian', 'LatinAmerican', 'SoutheastAsian', 'African', 'SouthAsian', 'LatinAmerican', 'SouthAsian', 'SouthernEuropean', 'SouthernEuropean', 'SoutheastAsian', 'EastAsian', 'WesternEuropean', 'SouthernEuropean', 'EastAsian', 'WesternEuropean', 'SouthernEuropean', 'SouthernEuropean', 'WesternEuropean', 'LatinAmerican', 'LatinAmerican', 'LatinAmerican', 'NorthernEuropean', 'African', 'SouthernEuropean', 'WesternEuropean', 'EastAsian', 'NorthAmerican', 'WesternEuropean', 'SoutheastAsian', 'WesternEuropean', 'EastAsian', 'EastAsian', 'LatinAmerican', 'SouthAsian', 'SoutheastAsian', 'African', 'LatinAmerican', 'WesternEuropean', 'LatinAmerican', 'SouthAsian', 'SouthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'WesternEuropean', 'NorthAmerican', 'LatinAmerican', 'SouthAsian', 'SoutheastAsian', 'SoutheastAsian', 'WesternEuropean', 'WesternEuropean', 'SouthernEuropean', 'African', 'NorthernEuropean', 'SouthernEuropean', 'LatinAmerican', 'SouthernEuropean', 'NorthernEuropean', 'LatinAmerican', 'LatinAmerican', 'LatinAmerican', 'EastAsian', 'WesternEuropean', 'SouthAsian', 'SouthAsian', 'SouthAsian', 'EastAsian', 'SouthernEuropean', 'African', 'LatinAmerican', 'SouthernEuropean', 'SouthAsian', 'WesternEuropean', 'LatinAmerican', 'African', 'SoutheastAsian', 'SouthernEuropean', 'SoutheastAsian', 'WesternEuropean', 'African', 'EastAsian', 'SouthernEuropean', 'SoutheastAsian', 'LatinAmerican', 'SouthAsian', 'SouthAsian', 'SouthernEuropean', 'SouthernEuropean', 'SouthAsian', 'SoutheastAsian', 'WesternEuropean', 'EastAsian', 'SouthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'NorthernEuropean', 'SouthernEuropean', 'WesternEuropean', 'EastAsian', 'EastAsian', 'SouthernEuropean', 'SouthernEuropean', 'LatinAmerican', 'WesternEuropean', 'WesternEuropean', 'WesternEuropean', 'WesternEuropean', 'NorthernEuropean', 'SoutheastAsian', 'EastAsian', 'SoutheastAsian', 'EastAsian', 'WesternEuropean', 'NorthAmerican', 'WesternEuropean', 'WesternEuropean', 'WesternEuropean', 'SoutheastAsian', 'LatinAmerican', 'African', 'EastAsian', 'SoutheastAsian', 'EastAsian', 'SouthernEuropean', 'NorthAmerican', 'LatinAmerican', 'WesternEuropean', 'African', 'African', 'WesternEuropean', 'EastAsian', 'SouthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'LatinAmerican', 'African', 'NorthernEuropean', 'WesternEuropean', 'SouthAsian', 'SoutheastAsian', 'EastAsian', 'SouthAsian', 'SoutheastAsian', 'LatinAmerican', 'SouthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'LatinAmerican', 'SoutheastAsian', 'NorthAmerican', 'WesternEuropean', 'SouthernEuropean', 'SouthAsian', 'WesternEuropean', 'SouthAsian', 'SouthAsian', 'EastAsian', 'WesternEuropean', 'SouthernEuropean', 'SouthAsian', 'LatinAmerican', 'NorthAmerican', 'SouthAsian', 'African', 'NorthernEuropean', 'SouthernEuropean', 'SouthernEuropean', 'SoutheastAsian', 'SoutheastAsian', 'EastAsian', 'EastAsian', 'EastAsian', 'African', 'WesternEuropean', 'WesternEuropean', 'SouthernEuropean', 'SoutheastAsian', 'WesternEuropean', 'NorthernEuropean', 'LatinAmerican', 'EastAsian', 'WesternEuropean', 'SouthernEuropean', 'SouthernEuropean', 'EasternEuropean', 'African', 'SoutheastAsian', 'EastAsian', 'EastAsian', 'SouthernEuropean', 'WesternEuropean', 'WesternEuropean', 'NorthernEuropean', 'SoutheastAsian', 'NorthernEuropean', 'SouthAsian', 'WesternEuropean', 'EastAsian', 'SoutheastAsian', 'SouthernEuropean', 'NorthAmerican', 'LatinAmerican', 'SouthernEuropean', 'NorthAmerican', 'EastAsian', 'LatinAmerican', 'NorthernEuropean', 'LatinAmerican', 'WesternEuropean', 'LatinAmerican', 'SouthernEuropean', 'NorthernEuropean', 'LatinAmerican', 'WesternEuropean', 'African', 'NorthAmerican', 'EastAsian', 'NorthernEuropean', 'SouthernEuropean', 'SouthAsian', 'SoutheastAsian', 'SouthernEuropean', 'SouthernEuropean', 'SoutheastAsian', 'SouthernEuropean', 'WesternEuropean', 'LatinAmerican', 'NorthernEuropean', 'WesternEuropean', 'NorthAmerican', 'SouthernEuropean', 'LatinAmerican', 'EastAsian', 'African', 'LatinAmerican', 'WesternEuropean', 'SoutheastAsian', 'SouthAsian', 'WesternEuropean', 'SoutheastAsian', 'NorthernEuropean', 'LatinAmerican', 'EastAsian', 'SouthernEuropean', 'SoutheastAsian', 'WesternEuropean', 'SoutheastAsian', 'LatinAmerican', 'LatinAmerican', 'SouthernEuropean', 'WesternEuropean', 'LatinAmerican', 'WesternEuropean', 'SouthernEuropean', 'SouthernEuropean', 'SouthAsian', 'SouthAsian', 'EastAsian', 'NorthernEuropean', 'EastAsian', 'African', 'EastAsian', 'EastAsian', 'SouthernEuropean', 'EastAsian', 'SouthernEuropean', 'SouthernEuropean', 'EastAsian', 'LatinAmerican', 'African', 'WesternEuropean', 'SoutheastAsian', 'SouthAsian', 'SouthernEuropean', 'WesternEuropean', 'WesternEuropean', 'EastAsian', 'WesternEuropean', 'LatinAmerican', 'EastAsian', 'LatinAmerican', 'SouthAsian', 'LatinAmerican', 'LatinAmerican', 'WesternEuropean', 'SouthAsian', 'SouthernEuropean', 'WesternEuropean', 'EastAsian', 'SoutheastAsian', 'EastAsian', 'SouthernEuropean', 'SouthernEuropean', 'EastAsian', 'EastAsian', 'SouthAsian', 'LatinAmerican', 'WesternEuropean', 'WesternEuropean', 'SoutheastAsian', 'EastAsian', 'SoutheastAsian', 'EastAsian', 'WesternEuropean', 'SouthernEuropean', 'SouthernEuropean', 'WesternEuropean', 'SouthernEuropean', 'SouthernEuropean', 'LatinAmerican', 'EastAsian', 'SouthernEuropean', 'NorthernEuropean', 'SouthernEuropean', 'WesternEuropean', 'EastAsian', 'African', 'WesternEuropean', 'WesternEuropean', 'SouthernEuropean', 'SouthernEuropean', 'NorthernEuropean', 'LatinAmerican', 'LatinAmerican', 'LatinAmerican', 'LatinAmerican', 'SouthernEuropean', 'LatinAmerican', 'NorthernEuropean', 'African', 'SouthAsian', 'SouthAsian', 'SouthAsian', 'WesternEuropean', 'SouthernEuropean', 'LatinAmerican', 'NorthernEuropean', 'African', 'LatinAmerican', 'SouthernEuropean', 'NorthernEuropean', 'SouthAsian', 'LatinAmerican', 'WesternEuropean', 'African', 'SoutheastAsian', 'African', 'SoutheastAsian', 'SoutheastAsian', 'SouthernEuropean', 'SoutheastAsian', 'EastAsian', 'LatinAmerican', 'LatinAmerican', 'SouthAsian', 'LatinAmerican', 'African', 'EastAsian', 'SouthernEuropean', 'WesternEuropean', 'SouthAsian', 'African', 'LatinAmerican', 'SouthAsian', 'EastAsian', 'SouthAsian', 'NorthAmerican', 'African', 'SoutheastAsian', 'NorthAmerican', 'SouthAsian', 'SouthernEuropean', 'NorthernEuropean', 'EastAsian', 'LatinAmerican', 'SouthernEuropean', 'LatinAmerican', 'LatinAmerican', 'SouthernEuropean', 'SoutheastAsian', 'SouthernEuropean', 'WesternEuropean', 'EastAsian', 'WesternEuropean', 'LatinAmerican', 'WesternEuropean', 'SouthAsian', 'WesternEuropean', 'LatinAmerican', 'SoutheastAsian', 'SouthernEuropean', 'LatinAmerican', 'LatinAmerican', 'SouthAsian', 'LatinAmerican', 'EastAsian', 'SoutheastAsian', 'EastAsian', 'SouthAsian', 'SouthernEuropean', 'SouthernEuropean', 'SoutheastAsian', 'NorthAmerican', 'NorthernEuropean', 'SouthAsian', 'SoutheastAsian', 'SoutheastAsian', 'LatinAmerican', 'EastAsian', 'EastAsian', 'LatinAmerican', 'WesternEuropean', 'WesternEuropean', 'EastAsian', 'SouthAsian', 'LatinAmerican', 'WesternEuropean', 'NorthAmerican', 'EastAsian', 'LatinAmerican', 'SoutheastAsian', 'NorthAmerican', 'EastAsian', 'SoutheastAsian', 'LatinAmerican', 'SoutheastAsian', 'EastAsian', 'SoutheastAsian', 'LatinAmerican', 'SouthernEuropean', 'EastAsian']
Out[17]:
"\nmake_plot(name='food2vec_food_embeddings_tsne',\n points=low_dim_embs, \n labels=labels, \n legend_labels=legend_labels, \n legend_order=legend_order, \n legend_label_to_color=cuisine2color, \n pretty_legend_label=pretty_cuisine,\n publish=False)\n"
In [ ]:
len(vocab)
In [ ]:
def build_recipe_embedding(recipes, nemb, food2id):
"""Get the recipe embedding.
A recipe's embedding is the mean of its ingredients' embeddings.
Args:
recipes: list of recipes in the form [cuisine, food1, food2, ...]
nemb: normalized embeddings
food2id: map from food string to index in normalized embeddings
Returns:
List of tuples, each tuple has form (cuisine, ingredients, recipe embedding)
"""
recipe_embeddings = []
for line in recipes:
cuisine = line.pop(0)
foods = line
# check that we have learned the embeddings for all the ingredients
filtered_foods = [food for food in foods if food in food2id]
if len(filtered_foods) > 0:
food_ids = list(map(lambda x: food2id[x], filtered_foods))
embedding = np.mean(nemb[food_ids], axis=0)
recipe_embeddings.append((cuisine, foods, embedding))
return recipe_embeddings
In [ ]:
recipe_embeddings = build_recipe_embedding(recipes, nemb, food2id)
In [ ]:
# subset = np.random.choice(range(len(recipe_embeddings)), 2000, replace=False)
# small = [recipe_embeddings[idx] for idx in subset]
In [ ]:
cuisine_labels, ingredients, embeddings = zip(*recipe_embeddings)
cuisine_labels = list(cuisine_labels)
recipe_nemb = np.vstack(embeddings)
In [ ]:
cuisine_counter = collections.Counter(cuisine_labels)
In [ ]:
cuisine_counter
In [ ]:
recipe_emb_path = os.path.join(path, 'low_dim_recipe_embs.npz')
In [ ]:
%load_ext wurlitzer
t0 = time.time()
low_dim_recipe_embs = run_tsne(recipe_nemb.astype(np.float64))
np.savez_compressed(recipe_emb_path, low_dim_recipe_embs)
print('time to run tsne on %d points: %.3f mins' % (len(recipe_nemb), (time.time() - t0) / 60.))
In [ ]:
with open(recipe_emb_path, 'rb') as f:
low_dim_recipe_embs = np.load(f)['arr_0']
In [ ]:
# low_dim_recipe_embs = run_fast_tsne(embeddings)
# low_dim_recipe_embs = tsne.bh_sne(embeddings)
# t0 = time.time()
# low_dim_recipe_embs = bhtsne.run_bh_tsne(nemb, no_dims=2, perplexity=50, theta=0.5, randseed=-1, verbose=False,initial_dims=50, use_pca=True, max_iter=1000)
# print 'time to run tsne on %d points: %.3f mins' % (len(recipe_nemb), (time.time() - t0) / 60.)
low_dim_recipe_embs_list = low_dim_recipe_embs.tolist()
In [ ]:
# clean_string = lambda x: re.sub(r'([^\s\w]|_)+', '', x)
recipe_labels = [', '.join([pretty_food(food) for food in foods]).lower().capitalize() for foods in ingredients]
In [ ]:
make_plot(name='food2vec_recipe_embeddings_tsne',
points=low_dim_recipe_embs_list,
labels=recipe_labels,
legend_labels=cuisine_labels,
legend_order=legend_order,
legend_label_to_color=cuisine2color,
pretty_legend_label=pretty_cuisine,
publish=False)
In [ ]:
# cuisine embedding as the average of recipe embeddings:
recipe_embeddings[0]
sorted_recipe_embeddings = sorted(recipe_embeddings, key=lambda x: x[0])
cuisine_embeddings = []
for cuisine_name, group in itertools.groupby(sorted_recipe_embeddings, lambda x: x[0]):
cuisine_recipe_emb = []
for tup in group:
_, _, recipe_emb = tup
cuisine_recipe_emb.append(recipe_emb)
all_cuisine_recipe_emb = np.stack(cuisine_recipe_emb)
cuisine_emb = np.mean(all_cuisine_recipe_emb, axis=0)
cuisine_embeddings.append((cuisine_name, cuisine_emb))
# cuisine embedding as the average of food embeddings with highest relative prevalence in that cuisine
# def reverse_dict(mydict):
# reversed_dict = collections.defaultdict(list)
# for key,value in mydict.iteritems():
# reversed_dict[value].append(key)
# return reversed_dict
# cuisine2foods = reverse_dict(food2cuisine)
# cuisine_embeddings = []
# for cuisine, foods in cuisine2foods.items():
# food_ids = [food2id[food] for food in foods]
# food_embs = nemb[food_ids]
# cuisine_embeddings.append((cuisine, np.mean(food_embs, axis=0)))
In [ ]:
t0 = time.time()
cuisine_names, cuisine_emb = zip(*cuisine_embeddings)
cuisine_emb = np.asarray(cuisine_emb)
low_dim_cuisine_embs = run_tsne(cuisine_emb, multicore=False)
print('time to run tsne on %d points: %.3f mins' % (len(cuisine_emb), (time.time() - t0) / 60.))
In [ ]:
make_plot(name='food2vec_cuisine_embeddings_tsne',
points=low_dim_cuisine_embs,
labels=cuisine_names,
legend_labels=cuisine_names,
legend_order=legend_order,
legend_label_to_color=cuisine2color,
pretty_legend_label=pretty_cuisine,
publish=False)
In [ ]:
foods = [tup[0] for tup in vocab]
food2prettyfood = [{"value": food, "text": pretty_food(food)} for food in foods]
food2prettyfood.append([{"value": tup[0], "text": pretty_cuisine(tup[0])} for tup in cuisine_embeddings])
with open(os.path.join(path, 'foods.json'), 'w') as f:
json.dump(food2prettyfood, f, indent=4)
In [ ]:
def write_to_js(words, embeddings, path):
word_vecs = {}
for word, embedding in zip(words, embeddings):
word_vecs[word] = embedding.tolist()
with open(path, 'w') as f:
f.write('var wordVecs=')
json.dump(word_vecs, f)
f.write(';')
# lower precision, faster
# nemb = nemb.astype(np.float16)
words = [pretty_food(food) for food in foods] + [pretty_cuisine(tup[0]) for tup in cuisine_embeddings]
all_emb = np.vstack([nemb, cuisine_emb])
# '../../word2vecjson/data/foodVecs.js'
write_to_js(words, all_emb, path=os.path.join(path, 'foodVecs.js'))
In [ ]:
# print list of foods for autocomplete in assets/js/initm.js
string = str({word: None for word in words})
with open(os.path.join(path, 'javascript_dict.txt'), 'w') as f:
f.write(string.replace('None', 'null'))
In [ ]:
Content source: dhyeon/ingredient2vec
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