In [6]:
import sys
print(sys.version)
3.5.1 |Anaconda 4.1.0 (x86_64)| (default, Jun 15 2016, 16:14:02)
[GCC 4.2.1 Compatible Apple LLVM 4.2 (clang-425.0.28)]
In [1]:
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 MulticoreTSNE import MulticoreTSNE as 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 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 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 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')
In [2]:
# path = '/home/jaan/fit/food2vec/2017-01-24'
path = '../fit/'
nemb = load_embeddings(os.path.join(path, 'embeddings.h5'))
vocab = load_vocab(os.path.join(path, 'vocab.txt'))
food2id = {tup[0]: i for i, tup in enumerate(vocab)}
In [3]:
# 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] Error after 100 iterations with early exaggeration: 1.270955
[t-SNE] Error after 200 iterations: 1.180615
In [4]:
recipes = load_recipes('../dat/all-recipes.csv')
In [5]:
food2cuisine = build_food2cuisine(recipes, vocab)
bonito_flakes [('EastAsian', 0.0049764626), ('SoutheastAsian', 0.00027995522)]
fatback [('SoutheastAsian', 0.00055991043), ('WesternEuropean', 0.00044286979)]
medium_curry_powder [('SouthAsian', 0.0008291874), ('WesternEuropean', 0.00044286979)]
horseradish [('EasternEuropean', 0.023622047), ('NorthernEuropean', 0.018944521)]
splenda_no_calorie_sweetener [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00033636056)]
stew [('LatinAmerican', 0.00033636056), ('WesternEuropean', 0.00029524654)]
waffle [('SoutheastAsian', 0.00027995522), ('WesternEuropean', 0.00014762327)]
ricotta [('SouthernEuropean', 0.0069826492), ('WesternEuropean', 0.00029524654)]
light_red_kidney_beans [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
roasted_beef [('EasternEuropean', 0.0078740157), ('MiddleEastern', 0.0046511628)]
xanthan_gum [('NorthernEuropean', 0.0027063598), ('EastAsian', 0.00067249493)]
pasilla [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
navel_oranges [('African', 0.0017050299), ('WesternEuropean', 0.0016238559)]
pappardelle_pasta [('SouthernEuropean', 0.00042319085), ('WesternEuropean', 0.00014762327)]
white_kidney_beans [('NorthernEuropean', 0.0013531799), ('SouthAsian', 0.0008291874)]
all_purpose_flour [('NorthernEuropean', 0.16644114), ('WesternEuropean', 0.15500443)]
butter [('EasternEuropean', 0.52755904), ('NorthernEuropean', 0.50608933)]
roasted_pork [('EasternEuropean', 0.0078740157), ('NorthAmerican', 0.0020286629)]
malt [('WesternEuropean', 0.0041334513), ('SouthAsian', 0.0024875621)]
pear_brandy [('NorthAmerican', 0.00017450865), ('WesternEuropean', 0.00014762327)]
tzatziki [('African', 0.0017050299), ('SouthernEuropean', 0.0009169135)]
idaho_potatoes [('WesternEuropean', 0.00059049309), ('SouthAsian', 0.00055279158)]
squash [('African', 0.050298382), ('MiddleEastern', 0.018604651)]
poblano_chiles [('LatinAmerican', 0.01177262), ('SouthernEuropean', 0.00070531812)]
green_chilies [('SouthAsian', 0.13377556), ('LatinAmerican', 0.014463505)]
fideos [('SouthernEuropean', 0.00042319085), ('NorthAmerican', 0.0)]
old_el_paso_taco_seasoning_mix [('LatinAmerican', 0.0010931719), ('NorthAmerican', 0.0)]
grappa [('SouthernEuropean', 0.00063478627), ('NorthAmerican', 0.0)]
pepperoni_turkei [('SouthernEuropean', 0.00056425447), ('NorthAmerican', 0.0)]
picholine_olives [('African', 0.0059676045), ('WesternEuropean', 0.00029524654)]
nuoc_mam [('SoutheastAsian', 0.0013997761), ('WesternEuropean', 0.00014762327)]
liquid [('LatinAmerican', 0.0019340733), ('EastAsian', 0.0017484869)]
soup [('SoutheastAsian', 0.0016797313), ('EastAsian', 0.0013449899)]
eggs [('NorthernEuropean', 0.15155616), ('EastAsian', 0.072225958)]
kimchi_juice [('EastAsian', 0.00080699392), ('NorthAmerican', 0.0)]
tangerine [('WesternEuropean', 0.0031000886), ('EastAsian', 0.002017485)]
meringue [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00044286979)]
frozen_mixed_thawed_vegetables [('EastAsian', 0.00026899797), ('SouthernEuropean', 0.00014106362)]
sirloin_tip_roast [('SoutheastAsian', 0.00027995522), ('LatinAmerican', 0.00016818028)]
anchovies [('EastAsian', 0.0025554809), ('SouthernEuropean', 0.0016927634)]
pizza_crust [('SouthernEuropean', 0.0026096769), ('LatinAmerican', 0.00033636056)]
unsweetened_chocolate [('WesternEuropean', 0.0019191025), ('LatinAmerican', 0.001177262)]
toasted_slivered_almonds [('African', 0.0017050299), ('NorthernEuropean', 0.0013531799)]
fresh_angel_hair [('SouthernEuropean', 0.00028212724), ('EastAsian', 0.00013449899)]
kumquat [('African', 0.0017050299), ('NorthAmerican', 0.00045808521)]
italian_style_stewed_tomatoes [('SouthernEuropean', 0.0010579771), ('WesternEuropean', 0.00014762327)]
vegetable [('EastAsian', 0.21735036), ('SouthAsian', 0.20176893)]
leek [('MiddleEastern', 0.032558139), ('WesternEuropean', 0.013433717)]
glaze [('NorthernEuropean', 0.0013531799), ('EastAsian', 0.00053799595)]
top_sirloin_steak [('EastAsian', 0.0016139878), ('NorthernEuropean', 0.0013531799)]
caraway [('EasternEuropean', 0.05511811), ('NorthernEuropean', 0.041948579)]
smoked_sea_salt [('SouthAsian', 0.00027639579), ('EastAsian', 0.00026899797)]
twists [('WesternEuropean', 0.00014762327), ('LatinAmerican', 8.4090141e-05)]
pappadams [('SouthAsian', 0.001381979), ('NorthAmerican', 0.0)]
fig [('MiddleEastern', 0.015503876), ('African', 0.0042625745)]
sea_bass_fillets [('EastAsian', 0.0012104909), ('WesternEuropean', 0.00088573957)]
mixed_mushrooms [('EastAsian', 0.00067249493), ('SoutheastAsian', 0.00027995522)]
chocolate_candy_bars [('SouthernEuropean', 0.00035265906), ('NorthAmerican', 2.1813581e-05)]
yardlong_beans [('SoutheastAsian', 0.0025195968), ('EastAsian', 0.0016139878)]
ice [('LatinAmerican', 0.0043726875), ('SoutheastAsian', 0.0030795073)]
masa [('LatinAmerican', 0.0021022537), ('NorthAmerican', 0.0)]
macadamia_nut [('NorthAmerican', 0.0021595445), ('SoutheastAsian', 0.00055991043)]
low_sodium_taco_seasoning [('LatinAmerican', 0.00067272113), ('NorthAmerican', 0.0)]
turkey [('LatinAmerican', 0.028002018), ('SouthernEuropean', 0.019184653)]
pearl_onions [('WesternEuropean', 0.0082669025), ('African', 0.0034100597)]
plain_breadcrumbs [('SouthernEuropean', 0.00042319085), ('SoutheastAsian', 0.00027995522)]
bonito [('EastAsian', 0.0012104909), ('LatinAmerican', 8.4090141e-05)]
cane_molasses [('NorthAmerican', 0.14999019), ('EasternEuropean', 0.065616801)]
cabernet_sauvignon_wine [('MiddleEastern', 0.0015503876), ('NorthAmerican', 0.00028357655)]
haddock [('WesternEuropean', 0.0032477118), ('EasternEuropean', 0.0026246719)]
syrup [('NorthernEuropean', 0.0013531799), ('EastAsian', 0.00080699392)]
cauliflower [('SouthAsian', 0.052515201), ('African', 0.013640239)]
vin_santo [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 0.0)]
campari [('SouthernEuropean', 0.00063478627), ('NorthAmerican', 0.0)]
pita_rounds [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 8.4090141e-05)]
rump_roast [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00042319085)]
garden_peas [('African', 0.00085251493), ('SouthernEuropean', 0.00063478627)]
bulk_italian_sausag [('SouthernEuropean', 0.001481168), ('NorthAmerican', 0.0)]
freshly_grated_parmesan [('SouthernEuropean', 0.006347863), ('NorthernEuropean', 0.0013531799)]
stewed_tomatoes [('LatinAmerican', 0.0084090149), ('African', 0.0042625745)]
white_hominy [('LatinAmerican', 0.0051294989), ('SoutheastAsian', 0.00027995522)]
olive_oil [('MiddleEastern', 0.40620154), ('SouthernEuropean', 0.18422909)]
margarine [('WesternEuropean', 0.00767641), ('LatinAmerican', 0.0043726875)]
lily_buds [('EastAsian', 0.0010759919), ('NorthAmerican', 0.0)]
crepes [('WesternEuropean', 0.0022143489), ('EastAsian', 0.00026899797)]
vegetables [('NorthernEuropean', 0.010825439), ('EastAsian', 0.0079354402)]
spices [('African', 0.023870418), ('SouthAsian', 0.011332228)]
flank_steak [('SoutheastAsian', 0.014837626), ('EastAsian', 0.01466039)]
stock [('EastAsian', 0.0041694688), ('African', 0.0025575447)]
tarragon [('WesternEuropean', 0.031296134), ('NorthAmerican', 0.008332788)]
rioja [('SouthernEuropean', 0.00035265906), ('NorthAmerican', 0.0)]
toasted_peanuts [('SoutheastAsian', 0.0013997761), ('SouthAsian', 0.00055279158)]
shanks [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00021159543)]
sliced_green_olives [('African', 0.00085251493), ('SouthernEuropean', 0.00021159543)]
lotus_roots [('EastAsian', 0.00094149297), ('SouthAsian', 0.00027639579)]
fenugreek [('SouthAsian', 0.091210611), ('MiddleEastern', 0.021705426)]
blackening_seasoning [('LatinAmerican', 0.00033636056), ('NorthAmerican', 2.1813581e-05)]
crumbled_gorgonzola [('SouthernEuropean', 0.002186486), ('WesternEuropean', 0.00044286979)]
sprite [('SoutheastAsian', 0.0022396417), ('NorthernEuropean', 0.0013531799)]
catfish [('LatinAmerican', 0.0042045075), ('SoutheastAsian', 0.0039193728)]
blue_crabs [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00050454086)]
wasabi [('EastAsian', 0.019502353), ('NorthAmerican', 0.0010034248)]
kalonji [('SouthAsian', 0.0011055832), ('EastAsian', 0.00026899797)]
chana_dal [('SouthAsian', 0.0063571036), ('NorthAmerican', 0.0)]
soda_water [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00040349696)]
plums [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.0026572188)]
custard [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00025227043)]
vegetarian_refried_beans [('LatinAmerican', 0.00092499162), ('NorthAmerican', 0.0)]
pepitas [('LatinAmerican', 0.0015977127), ('SouthAsian', 0.00027639579)]
spaghettini [('SouthernEuropean', 0.0016222317), ('EastAsian', 0.00013449899)]
pickling_cucumbers [('NorthernEuropean', 0.0027063598), ('EastAsian', 0.00094149297)]
miso [('EastAsian', 0.0057834568), ('SoutheastAsian', 0.00083986565)]
thai_pepper [('SoutheastAsian', 0.011198209), ('MiddleEastern', 0.0031007752)]
cinnamon [('African', 0.44927537), ('MiddleEastern', 0.19224806)]
yakisoba_noodles [('EastAsian', 0.0010759919), ('NorthAmerican', 0.0)]
pasta_sauce [('SouthernEuropean', 0.017632952), ('SoutheastAsian', 0.0011198209)]
red_kidney_beans [('LatinAmerican', 0.006474941), ('SouthAsian', 0.0033167496)]
gyoza_skins [('EastAsian', 0.00067249493), ('SouthernEuropean', 7.0531809e-05)]
canned_tomatoes [('NorthernEuropean', 0.0040595401), ('African', 0.0034100597)]
mo_hanh [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00026899797)]
chocolate_curls [('WesternEuropean', 0.00044286979), ('SouthernEuropean', 7.0531809e-05)]
roasted_peanut [('SoutheastAsian', 0.010078387), ('African', 0.0051150895)]
black_beans [('LatinAmerican', 0.072822064), ('SoutheastAsian', 0.0013997761)]
double_crust_pie [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00014762327)]
brats [('WesternEuropean', 0.00059049309), ('LatinAmerican', 8.4090141e-05)]
baking_potatoes [('NorthernEuropean', 0.014884979), ('WesternEuropean', 0.010628875)]
sea_bass [('EastAsian', 0.0013449899), ('African', 0.00085251493)]
bird_chile [('SoutheastAsian', 0.012877939), ('SouthAsian', 0.0011055832)]
hot_green_chile [('SouthAsian', 0.001381979), ('SoutheastAsian', 0.00027995522)]
chopped_tomatoes [('African', 0.018755328), ('SouthAsian', 0.017412934)]
cooked_vermicelli [('SouthernEuropean', 0.00035265906), ('SoutheastAsian', 0.00027995522)]
refrigerated_pizza_dough [('SouthernEuropean', 0.0022570179), ('LatinAmerican', 0.00016818028)]
seltzer_water [('EastAsian', 0.00040349696), ('SouthernEuropean', 0.00014106362)]
fettuccine_pasta [('SouthernEuropean', 0.0017632953), ('LatinAmerican', 0.00033636056)]
dark_molasses [('WesternEuropean', 0.00073811633), ('SoutheastAsian', 0.00027995522)]
bone_oil [('MiddleEastern', 0.0062015504), ('EastAsian', 0.0029589778)]
canned_chopped_tomatoes [('NorthernEuropean', 0.0013531799), ('SouthAsian', 0.00055279158)]
snappers [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)]
ackee [('LatinAmerican', 0.00075681129), ('NorthAmerican', 0.0)]
salad_greens [('WesternEuropean', 0.0019191025), ('SouthernEuropean', 0.0011285089)]
yukon_gold [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00016818028)]
peeled_tomatoes [('SouthernEuropean', 0.0028918041), ('SouthAsian', 0.001381979)]
bourbon_whiskey [('NorthAmerican', 0.0032065965), ('NorthernEuropean', 0.0013531799)]
balsamic_reduction [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00014762327)]
pepperoncini [('SouthernEuropean', 0.0010579771), ('LatinAmerican', 0.00016818028)]
garam_masala [('SouthAsian', 0.23825318), ('EastAsian', 0.0063214526)]
turnips [('African', 0.020460358), ('NorthernEuropean', 0.0081190802)]
dried_lentils [('African', 0.0059676045), ('SouthAsian', 0.0046987287)]
yams [('African', 0.0034100597), ('SouthAsian', 0.001381979)]
romano_cheese [('SouthernEuropean', 0.010086048), ('NorthAmerican', 0.0027048842)]
littleneck_clams [('SouthernEuropean', 0.0031033996), ('WesternEuropean', 0.0011809862)]
steak [('SoutheastAsian', 0.0030795073), ('EastAsian', 0.0018829859)]
haas_avocados [('LatinAmerican', 0.00033636056), ('EastAsian', 0.00013449899)]
ground_sausage [('SoutheastAsian', 0.00055991043), ('SouthernEuropean', 0.00035265906)]
aioli [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00028212724)]
cocoa [('NorthAmerican', 0.096394219), ('EasternEuropean', 0.049868766)]
peperoncino [('SouthernEuropean', 0.00042319085), ('NorthAmerican', 0.0)]
frozen_mixed_berries [('SouthernEuropean', 0.00042319085), ('LatinAmerican', 0.00033636056)]
field_peas [('NorthAmerican', 0.00017450865), ('LatinAmerican', 8.4090141e-05)]
refried_beans [('LatinAmerican', 0.021022536), ('NorthAmerican', 0.0)]
boar [('SouthernEuropean', 0.00021159543), ('WesternEuropean', 0.00014762327)]
oil_cured_black_olives [('African', 0.0042625745), ('WesternEuropean', 0.00073811633)]
bawang_goreng [('SoutheastAsian', 0.0053191488), ('SouthAsian', 0.00027639579)]
semolina_flour [('African', 0.0068201195), ('NorthernEuropean', 0.0040595401)]
parsnip [('MiddleEastern', 0.012403101), ('EasternEuropean', 0.0078740157)]
uncooked_rigatoni [('SouthernEuropean', 0.00042319085), ('NorthAmerican', 0.0)]
thai_chili_paste [('SoutheastAsian', 0.0030795073), ('NorthAmerican', 0.0)]
manicotti_shells [('SouthernEuropean', 0.0012695725), ('LatinAmerican', 0.00016818028)]
long_beans [('SoutheastAsian', 0.0039193728), ('EastAsian', 0.00053799595)]
jerk_seasoning [('LatinAmerican', 0.00075681129), ('NorthAmerican', 0.0)]
beer [('WesternEuropean', 0.018452909), ('LatinAmerican', 0.014799866)]
buttercream_frosting [('NorthAmerican', 8.7254324e-05), ('SouthernEuropean', 7.0531809e-05)]
pineapple [('NorthAmerican', 0.033636544), ('SoutheastAsian', 0.022116462)]
gardenia [('EastAsian', 0.0010759919), ('LatinAmerican', 8.4090141e-05)]
frozen_limeade_concentrate [('LatinAmerican', 0.00050454086), ('SouthAsian', 0.00027639579)]
nut [('MiddleEastern', 0.040310077), ('EastAsian', 0.022461332)]
burger_buns [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00016818028)]
five_spice [('SoutheastAsian', 0.0019596864), ('EastAsian', 0.0017484869)]
avocado [('LatinAmerican', 0.11831483), ('EastAsian', 0.012104909)]
dumpling_wrappers [('EastAsian', 0.0034969738), ('SouthAsian', 0.00055279158)]
marjoram [('EasternEuropean', 0.034120735), ('NorthernEuropean', 0.013531799)]
pita_chips [('SouthernEuropean', 0.00049372268), ('SouthAsian', 0.00027639579)]
bittersweet_chocolate_chips [('WesternEuropean', 0.00073811633), ('SouthAsian', 0.00027639579)]
roma_tomatoes [('LatinAmerican', 0.010427178), ('SoutheastAsian', 0.0055991043)]
hummus [('SouthernEuropean', 0.00098744535), ('LatinAmerican', 0.00058863102)]
shortening [('WesternEuropean', 0.0051668142), ('LatinAmerican', 0.0042885975)]
club_soda [('SouthernEuropean', 0.0011285089), ('EastAsian', 0.00080699392)]
coleslaw [('SoutheastAsian', 0.0011198209), ('LatinAmerican', 0.00050454086)]
red_capsicum [('SouthAsian', 0.001381979), ('SoutheastAsian', 0.00083986565)]
sour_cherries [('NorthernEuropean', 0.0040595401), ('African', 0.00085251493)]
quinces [('African', 0.0017050299), ('SouthAsian', 0.00055279158)]
crushed_graham_crackers [('SoutheastAsian', 0.00027995522), ('NorthAmerican', 0.00010906791)]
ghee [('SouthAsian', 0.075456053), ('EastAsian', 0.0030934769)]
toasted_pine_nuts [('SouthernEuropean', 0.002186486), ('African', 0.00085251493)]
unsalted_cashews [('SouthAsian', 0.0035931454), ('SoutheastAsian', 0.0013997761)]
frozen_sweet_peas [('SoutheastAsian', 0.0016797313), ('SouthernEuropean', 7.0531809e-05)]
english_toffee_bits [('WesternEuropean', 0.00044286979), ('NorthAmerican', 0.00010906791)]
steel_cut_oats [('WesternEuropean', 0.00073811633), ('LatinAmerican', 8.4090141e-05)]
wafer [('SouthAsian', 0.0008291874), ('SoutheastAsian', 0.00027995522)]
tapioca_flour [('SoutheastAsian', 0.0025195968), ('LatinAmerican', 0.0016818029)]
white_button_mushrooms [('NorthernEuropean', 0.0013531799), ('EastAsian', 0.0012104909)]
cornish_game_hens [('African', 0.0042625745), ('SoutheastAsian', 0.00055991043)]
powdered_sugar [('NorthernEuropean', 0.035182681), ('WesternEuropean', 0.023472099)]
red_bean [('EastAsian', 0.0043039676), ('WesternEuropean', 0.00014762327)]
english_muffins [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00025227043)]
canned_black_beans [('LatinAmerican', 0.006390851), ('EastAsian', 0.00013449899)]
white_chocolate_chips [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00035265906)]
rhubarb [('WesternEuropean', 0.0036905815), ('NorthAmerican', 0.0034247322)]
mitsuba [('EastAsian', 0.00080699392), ('NorthAmerican', 0.0)]
hamburger [('SoutheastAsian', 0.00083986565), ('LatinAmerican', 0.00067272113)]
thyme [('WesternEuropean', 0.13817538), ('LatinAmerican', 0.073747054)]
red_beans [('LatinAmerican', 0.0045408676), ('EastAsian', 0.00080699392)]
black_truffles [('WesternEuropean', 0.00088573957), ('SouthAsian', 0.00027639579)]
red_chile_sauce [('LatinAmerican', 0.00067272113), ('EastAsian', 0.00013449899)]
frozen_hash_browns [('WesternEuropean', 0.00014762327), ('LatinAmerican', 8.4090141e-05)]
soy [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00080699392)]
black_sesame_seed [('EastAsian', 0.0032279757), ('WesternEuropean', 0.00029524654)]
sausages [('NorthernEuropean', 0.0067658997), ('WesternEuropean', 0.0047239447)]
frankfurter [('WesternEuropean', 0.0010333628), ('NorthAmerican', 0.0005671531)]
skirt_steak [('LatinAmerican', 0.0042885975), ('SoutheastAsian', 0.0019596864)]
flaked [('LatinAmerican', 0.00016818028), ('SouthernEuropean', 0.00014106362)]
sun_dried_tomatoes [('SouthernEuropean', 0.0093807308), ('African', 0.0025575447)]
cornish_hens [('African', 0.00085251493), ('SoutheastAsian', 0.00083986565)]
rocket_leaves [('SouthernEuropean', 0.0028212725), ('WesternEuropean', 0.00044286979)]
red [('African', 0.00085251493), ('SouthAsian', 0.0008291874)]
guajillo_chiles [('LatinAmerican', 0.0043726875), ('SoutheastAsian', 0.00027995522)]
toasted_sesame_seeds [('EastAsian', 0.033221252), ('SoutheastAsian', 0.0086786114)]
chorizo [('LatinAmerican', 0.0030272452), ('SouthernEuropean', 0.0015516998)]
mozzarella_cheese [('SouthernEuropean', 0.029552829), ('NorthAmerican', 0.016665576)]
yellow_miso [('EastAsian', 0.0025554809), ('SoutheastAsian', 0.00027995522)]
violet [('EasternEuropean', 0.0026246719), ('SoutheastAsian', 0.00027995522)]
collard_green_leaves [('NorthAmerican', 8.7254324e-05), ('LatinAmerican', 8.4090141e-05)]
uncook_medium_shrimp [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
pepper [('LatinAmerican', 0.62193072), ('African', 0.54049444)]
baby_bok_choy [('SoutheastAsian', 0.0081187012), ('EastAsian', 0.0073974445)]
toasted_nori [('EastAsian', 0.0018829859), ('NorthAmerican', 0.0)]
prepared_pasta_sauce [('SouthernEuropean', 0.00035265906), ('LatinAmerican', 8.4090141e-05)]
honey [('African', 0.13469736), ('EastAsian', 0.070073977)]
macadamia_nuts [('WesternEuropean', 0.00059049309), ('SoutheastAsian', 0.00055991043)]
tomatoes [('SouthAsian', 0.14400221), ('LatinAmerican', 0.0913219)]
short_pasta [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 0.0)]
fresh_green_peas [('SouthAsian', 0.00055279158), ('SouthernEuropean', 0.00035265906)]
dri_leav_rosemari [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00021159543)]
giardiniera [('LatinAmerican', 0.00042045073), ('SouthernEuropean', 0.00035265906)]
grape_brandy [('SouthernEuropean', 0.00056425447), ('NorthAmerican', 0.0)]
pickled_jalapeno_peppers [('LatinAmerican', 0.00050454086), ('NorthAmerican', 2.1813581e-05)]
lime_peel_oil [('African', 0.0025575447), ('LatinAmerican', 0.0017658931)]
dill [('NorthernEuropean', 0.18673883), ('EasternEuropean', 0.1128609)]
sweet_potatoes [('African', 0.030690538), ('SouthAsian', 0.015478165)]
collard_greens [('NorthAmerican', 0.0030975286), ('LatinAmerican', 0.0014295324)]
ground_cloves [('SouthAsian', 0.017965727), ('African', 0.017902814)]
blueberries [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.0013286094)]
black_sesame_seeds [('EastAsian', 0.0052454607), ('SoutheastAsian', 0.0011198209)]
panko_breadcrumbs [('EastAsian', 0.0071284464), ('SoutheastAsian', 0.0030795073)]
clams [('SouthernEuropean', 0.0050782901), ('SoutheastAsian', 0.0013997761)]
farro [('SouthernEuropean', 0.0011285089), ('African', 0.00085251493)]
dried_tart_cherries [('WesternEuropean', 0.0014762327), ('NorthernEuropean', 0.0013531799)]
squid [('EastAsian', 0.02125084), ('SoutheastAsian', 0.0075587905)]
cheddar_cheese [('NorthAmerican', 0.052723426), ('LatinAmerican', 0.041624621)]
steamer [('EastAsian', 0.00067249493), ('SoutheastAsian', 0.00055991043)]
sliced_green_onions [('SoutheastAsian', 0.020716686), ('EastAsian', 0.015467384)]
roasted_red_peppers [('SouthernEuropean', 0.011355622), ('LatinAmerican', 0.0034476959)]
cannellini_beans [('SouthernEuropean', 0.011919876), ('WesternEuropean', 0.0032477118)]
cornflour [('EastAsian', 0.011163416), ('SouthAsian', 0.0016583748)]
ripe_olives [('LatinAmerican', 0.0040363269), ('SouthernEuropean', 0.0026096769)]
anchovy_fillets [('SouthernEuropean', 0.0092396671), ('WesternEuropean', 0.0072335401)]
chili_beans [('LatinAmerican', 0.0020181634), ('NorthAmerican', 2.1813581e-05)]
chop_green_chilies [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
papaya [('SoutheastAsian', 0.011478163), ('LatinAmerican', 0.0016818029)]
jaggery [('SouthAsian', 0.0099502485), ('EastAsian', 0.00040349696)]
pepperoni_slices [('SouthernEuropean', 0.0022570179), ('LatinAmerican', 0.00033636056)]
cooked_meatballs [('SouthernEuropean', 0.00042319085), ('LatinAmerican', 8.4090141e-05)]
rock_sugar [('EastAsian', 0.0018829859), ('SoutheastAsian', 0.0011198209)]
white_peaches [('SouthernEuropean', 0.00021159543), ('NorthAmerican', 6.5440741e-05)]
low_fat_mozzarella [('SouthernEuropean', 0.00042319085), ('LatinAmerican', 0.00033636056)]
prepar_pesto [('SouthernEuropean', 0.0011990408), ('WesternEuropean', 0.00029524654)]
sweet_pickle_relish [('SoutheastAsian', 0.00055991043), ('WesternEuropean', 0.00014762327)]
brussels_sprout [('EasternEuropean', 0.0052493438), ('NorthAmerican', 0.0016796457)]
frangelico [('SouthernEuropean', 0.00063478627), ('WesternEuropean', 0.00029524654)]
sub_buns [('SouthernEuropean', 0.00035265906), ('LatinAmerican', 0.00016818028)]
channa_dal [('SouthAsian', 0.0022111663), ('EastAsian', 0.00013449899)]
granny_smith_apples [('NorthernEuropean', 0.013531799), ('WesternEuropean', 0.0050191912)]
i_cant_believe_its_not_butter!_spread [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
achiote [('LatinAmerican', 0.00067272113), ('NorthAmerican', 0.0)]
croissants [('WesternEuropean', 0.0010333628), ('SouthAsian', 0.00027639579)]
shahi_jeera [('SouthAsian', 0.0055279159), ('NorthAmerican', 0.0)]
grana_padano [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 2.1813581e-05)]
chilli_paste [('SouthAsian', 0.0030403538), ('EastAsian', 0.0012104909)]
panko [('EastAsian', 0.0030934769), ('SouthernEuropean', 0.0020454226)]
ziti [('SouthernEuropean', 0.0020454226), ('NorthAmerican', 0.0)]
flanken_short_ribs [('NorthernEuropean', 0.0027063598), ('EastAsian', 0.00067249493)]
red_chili_peppers [('SoutheastAsian', 0.052631579), ('SouthAsian', 0.045605306)]
french_lentils [('WesternEuropean', 0.00073811633), ('SouthAsian', 0.00027639579)]
squirt [('NorthernEuropean', 0.0027063598), ('SoutheastAsian', 0.00083986565)]
pie_shell [('NorthAmerican', 0.0005671531), ('SouthernEuropean', 0.00021159543)]
silken_tofu [('EastAsian', 0.0045729657), ('NorthernEuropean', 0.0027063598)]
ditalini [('SouthernEuropean', 0.00077584991), ('NorthAmerican', 0.0)]
frozen_peas_and_carrots [('EastAsian', 0.0016139878), ('WesternEuropean', 0.00029524654)]
herdez_salsa_casera [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
pastry [('WesternEuropean', 0.0026572188), ('NorthernEuropean', 0.0013531799)]
kirsch [('WesternEuropean', 0.0020667256), ('SouthernEuropean', 0.00014106362)]
brine [('NorthernEuropean', 0.0040595401), ('African', 0.00085251493)]
pinot_noir [('WesternEuropean', 0.00044286979), ('SouthernEuropean', 0.00035265906)]
neutral_oil [('SouthAsian', 0.0027639579), ('SoutheastAsian', 0.0019596864)]
hot_chili_powder [('SouthAsian', 0.0024875621), ('African', 0.00085251493)]
currant [('EasternEuropean', 0.01312336), ('African', 0.011935209)]
munster_cheese [('NorthAmerican', 0.00052352593), ('LatinAmerican', 0.00016818028)]
jerk_sauce [('LatinAmerican', 0.00050454086), ('NorthAmerican', 0.0)]
fresno_chiles [('SoutheastAsian', 0.0011198209), ('African', 0.00085251493)]
hot_water [('NorthernEuropean', 0.010825439), ('SoutheastAsian', 0.010638298)]
leaves [('SoutheastAsian', 0.011198209), ('SouthAsian', 0.0046987287)]
yellow_cake_mix [('NorthAmerican', 0.00028357655), ('WesternEuropean', 0.00014762327)]
mung_beans [('SoutheastAsian', 0.0058790594), ('SouthAsian', 0.001381979)]
seasoning_mix [('SoutheastAsian', 0.00027995522), ('LatinAmerican', 0.00025227043)]
fresh_peas [('SouthAsian', 0.0016583748), ('NorthernEuropean', 0.0013531799)]
tagliatelle [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.0012695725)]
shirataki [('EastAsian', 0.00094149297), ('SoutheastAsian', 0.00055991043)]
cotija [('LatinAmerican', 0.01168853), ('NorthAmerican', 0.0)]
peas [('NorthernEuropean', 0.0094722603), ('SouthAsian', 0.0093974574)]
cayenne [('LatinAmerican', 0.23906828), ('African', 0.21994884)]
kochujang [('EastAsian', 0.00094149297), ('NorthAmerican', 0.0)]
sago [('SouthAsian', 0.0008291874), ('SoutheastAsian', 0.00055991043)]
equal_sweetener [('SoutheastAsian', 0.00083986565), ('WesternEuropean', 0.00044286979)]
chutney [('SouthAsian', 0.011608624), ('WesternEuropean', 0.00073811633)]
barley [('African', 0.0068201195), ('NorthernEuropean', 0.0067658997)]
puff_pastry_sheets [('LatinAmerican', 0.00042045073), ('SoutheastAsian', 0.00027995522)]
dried_udon [('EastAsian', 0.00080699392), ('NorthAmerican', 0.0)]
yellow_lentils [('SouthAsian', 0.0024875621), ('African', 0.00085251493)]
sugar [('SoutheastAsian', 0.22676371), ('NorthernEuropean', 0.20974289)]
dried_chile_peppers [('African', 0.00085251493), ('SouthAsian', 0.00027639579)]
sourdough_baguette [('SouthernEuropean', 0.00049372268), ('WesternEuropean', 0.00029524654)]
beans [('SoutheastAsian', 0.0041993279), ('LatinAmerican', 0.0036158762)]
wax_beans [('EastAsian', 0.00026899797), ('WesternEuropean', 0.00014762327)]
shell_pasta [('SouthernEuropean', 0.00049372268), ('WesternEuropean', 0.00014762327)]
pie_filling [('NorthAmerican', 0.00013088148), ('EastAsian', 0.0)]
cavatelli [('SouthernEuropean', 0.00063478627), ('WesternEuropean', 0.00014762327)]
ponzu [('EastAsian', 0.0021519838), ('SoutheastAsian', 0.00055991043)]
kelp [('EastAsian', 0.026899798), ('SoutheastAsian', 0.00055991043)]
_well_scrub [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
smoke [('EasternEuropean', 0.023622047), ('MiddleEastern', 0.007751938)]
shiso_leaves [('EastAsian', 0.00080699392), ('SoutheastAsian', 0.00055991043)]
fat_free_refried_beans [('LatinAmerican', 0.0010090817), ('SouthernEuropean', 7.0531809e-05)]
mini_marshmallows [('NorthAmerican', 0.00067622104), ('WesternEuropean', 0.00029524654)]
johnsonville_andouille [('LatinAmerican', 0.00050454086), ('NorthAmerican', 0.0)]
raw_cashews [('SouthAsian', 0.0044223326), ('LatinAmerican', 0.00058863102)]
curry_sauce [('SouthAsian', 0.0016583748), ('SoutheastAsian', 0.00083986565)]
perciatelli [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 0.0)]
collards [('NorthAmerican', 0.00030539013), ('EastAsian', 0.0)]
fat_free_mayonnaise [('LatinAmerican', 0.00075681129), ('SouthernEuropean', 0.00070531812)]
bicarbonate_of_soda [('WesternEuropean', 0.0013286094), ('SouthAsian', 0.00055279158)]
small_new_potatoes [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00073811633)]
refrigerated_fettuccine [('SouthernEuropean', 0.00056425447), ('WesternEuropean', 0.00014762327)]
jack [('LatinAmerican', 0.0020181634), ('EastAsian', 0.00013449899)]
elbow_pasta [('SouthernEuropean', 0.00021159543), ('LatinAmerican', 8.4090141e-05)]
quail_eggs [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00040349696)]
porcini [('SouthernEuropean', 0.0096628582), ('MiddleEastern', 0.0062015504)]
pickled_carrots [('SoutheastAsian', 0.0041993279), ('SouthAsian', 0.00027639579)]
pitted_kalamata_olives [('SouthernEuropean', 0.01170828), ('African', 0.0051150895)]
thai_chile [('SoutheastAsian', 0.050111983), ('SouthAsian', 0.0044223326)]
green_chile [('LatinAmerican', 0.019256644), ('SouthAsian', 0.0085682701)]
mixed_peel [('WesternEuropean', 0.00059049309), ('LatinAmerican', 8.4090141e-05)]
bell_pepper [('EasternEuropean', 0.1312336), ('MiddleEastern', 0.10542636)]
mole_sauce [('LatinAmerican', 0.0010931719), ('NorthAmerican', 0.0)]
jelly [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00088573957)]
pimentos [('LatinAmerican', 0.0032795155), ('SouthernEuropean', 0.0028918041)]
star_anise [('SoutheastAsian', 0.0044792835), ('EastAsian', 0.0028244788)]
pickling_salt [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00029524654)]
frozen_pastry_puff_sheets [('WesternEuropean', 0.012547977), ('NorthernEuropean', 0.0027063598)]
mirlitons [('LatinAmerican', 0.00075681129), ('NorthAmerican', 2.1813581e-05)]
mackerel [('EastAsian', 0.0056489576), ('WesternEuropean', 0.0011809862)]
italian_salad_dressing_mix [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 8.4090141e-05)]
parmagiano_reggiano [('SouthernEuropean', 0.0009169135), ('NorthAmerican', 0.0)]
stone_ground_cornmeal [('LatinAmerican', 0.00025227043), ('NorthAmerican', 0.00021813581)]
rolls [('SoutheastAsian', 0.0041993279), ('NorthernEuropean', 0.0027063598)]
seasoned_flour [('WesternEuropean', 0.00029524654), ('NorthAmerican', 8.7254324e-05)]
red_bell_pepper [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
spicy_sausage [('LatinAmerican', 0.00033636056), ('SouthernEuropean', 0.00021159543)]
calamansi [('SoutheastAsian', 0.0041993279), ('NorthAmerican', 0.0)]
gai_lan [('EastAsian', 0.0039004707), ('SoutheastAsian', 0.0025195968)]
red_chili_powder [('SouthAsian', 0.047263682), ('EastAsian', 0.0044384669)]
ancho_powder [('LatinAmerican', 0.005381769), ('NorthernEuropean', 0.0013531799)]
spike_seasoning [('LatinAmerican', 0.00067272113), ('SouthernEuropean', 0.00028212724)]
green_peppercorns [('WesternEuropean', 0.0017714791), ('SoutheastAsian', 0.00055991043)]
loaves [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)]
fudge_brownie_mix [('WesternEuropean', 0.00044286979), ('LatinAmerican', 8.4090141e-05)]
lime [('SoutheastAsian', 0.44764838), ('LatinAmerican', 0.23965691)]
gumbo_file [('LatinAmerican', 0.00067272113), ('NorthAmerican', 0.0)]
organic_sugar [('EastAsian', 0.00053799595), ('SoutheastAsian', 0.00027995522)]
dried_black_mushrooms [('EastAsian', 0.0012104909), ('NorthAmerican', 0.0)]
toasted_almonds [('African', 0.0051150895), ('SouthAsian', 0.0008291874)]
lemonade [('LatinAmerican', 0.00016818028), ('SouthernEuropean', 7.0531809e-05)]
marmite [('WesternEuropean', 0.0013286094), ('LatinAmerican', 0.00016818028)]
caster_sugar [('EastAsian', 0.0072629456), ('NorthernEuropean', 0.0054127197)]
extra_large_eggs [('NorthernEuropean', 0.0040595401), ('African', 0.0025575447)]
pastry_dough [('WesternEuropean', 0.0025095956), ('NorthernEuropean', 0.0013531799)]
doritos [('LatinAmerican', 0.0010090817), ('NorthAmerican', 0.0)]
pickle_juice [('NorthernEuropean', 0.0013531799), ('EastAsian', 0.00013449899)]
dried_thai_chili [('SoutheastAsian', 0.00083986565), ('SouthAsian', 0.00027639579)]
gouda [('SouthAsian', 0.00027639579), ('WesternEuropean', 0.00014762327)]
almonds [('African', 0.021312874), ('SouthAsian', 0.0096738534)]
rub [('African', 0.00085251493), ('LatinAmerican', 0.00050454086)]
slaw_mix [('EastAsian', 0.0018829859), ('LatinAmerican', 0.0015977127)]
smoked_sweet_spanish_paprika [('African', 0.00085251493), ('SouthernEuropean', 0.00035265906)]
sirloin [('SoutheastAsian', 0.0022396417), ('EastAsian', 0.0013449899)]
nuts [('SouthAsian', 0.0022111663), ('EastAsian', 0.0016139878)]
peppercorns [('SoutheastAsian', 0.014557671), ('SouthAsian', 0.0099502485)]
chipotle_sauce [('LatinAmerican', 0.00050454086), ('SouthernEuropean', 7.0531809e-05)]
bacon [('EasternEuropean', 0.076115489), ('WesternEuropean', 0.058606435)]
chestnuts [('EastAsian', 0.0013449899), ('WesternEuropean', 0.0011809862)]
cane_syrup [('LatinAmerican', 0.00033636056), ('SoutheastAsian', 0.00027995522)]
cornmeal [('LatinAmerican', 0.0062226709), ('SouthernEuropean', 0.0052898857)]
rouille [('WesternEuropean', 0.00088573957), ('NorthAmerican', 0.0)]
potato [('EasternEuropean', 0.19160105), ('MiddleEastern', 0.074418604)]
chocolate_sauce [('WesternEuropean', 0.00088573957), ('LatinAmerican', 8.4090141e-05)]
frozen_peaches [('NorthAmerican', 0.00017450865), ('LatinAmerican', 8.4090141e-05)]
rye_bread [('NorthernEuropean', 0.012178619), ('EasternEuropean', 0.010498688)]
pickled_vegetables [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00067249493)]
coconut [('SoutheastAsian', 0.30263159), ('SouthAsian', 0.197623)]
oysters [('EastAsian', 0.0017484869), ('LatinAmerican', 0.0016818029)]
pies [('WesternEuropean', 0.00014762327), ('NorthAmerican', 0.00013088148)]
burgers [('WesternEuropean', 0.00029524654), ('EastAsian', 0.00013449899)]
jerk_marinade [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
chocolate_shavings [('SouthernEuropean', 0.00063478627), ('WesternEuropean', 0.00059049309)]
madeira [('WesternEuropean', 0.0031000886), ('SouthernEuropean', 0.00035265906)]
italian_eggplant [('SouthernEuropean', 0.00056425447), ('SouthAsian', 0.00055279158)]
chipotle_salsa [('LatinAmerican', 0.0010090817), ('SouthernEuropean', 7.0531809e-05)]
old_el_paso_flour_tortillas [('LatinAmerican', 0.00033636056), ('SouthernEuropean', 7.0531809e-05)]
bamboo_shoots [('EastAsian', 0.012239408), ('SoutheastAsian', 0.010638298)]
medium_salsa [('LatinAmerican', 0.00050454086), ('NorthAmerican', 0.0)]
kiwi [('WesternEuropean', 0.0026572188), ('EastAsian', 0.0024209819)]
hot_chili_paste [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.00013449899)]
white_wine [('EasternEuropean', 0.04199475), ('SouthernEuropean', 0.03427846)]
coco [('WesternEuropean', 0.00029524654), ('SoutheastAsian', 0.00027995522)]
cucumber [('SoutheastAsian', 0.092385218), ('EastAsian', 0.064559519)]
sesame [('EastAsian', 0.0028244788), ('SoutheastAsian', 0.00083986565)]
steak_sauce [('LatinAmerican', 0.00050454086), ('WesternEuropean', 0.00044286979)]
sole_fillet [('WesternEuropean', 0.0010333628), ('SouthAsian', 0.00027639579)]
anaheim_chile [('LatinAmerican', 0.0031113354), ('African', 0.0017050299)]
choy_sum [('EastAsian', 0.0016139878), ('NorthAmerican', 0.0)]
spinach_leaves [('SouthAsian', 0.0022111663), ('SouthernEuropean', 0.002186486)]
goat_cheese [('SouthernEuropean', 0.0038087177), ('NorthAmerican', 0.0035556138)]
fromage_blanc [('WesternEuropean', 0.00073811633), ('EastAsian', 0.00013449899)]
chickpea [('MiddleEastern', 0.054263566), ('African', 0.034100596)]
tapenade [('WesternEuropean', 0.00088573957), ('SouthernEuropean', 0.00049372268)]
cornichons [('NorthernEuropean', 0.0054127197), ('WesternEuropean', 0.0029524653)]
passion_fruit [('African', 0.00085251493), ('NorthAmerican', 0.00032720371)]
hatch_green_chiles [('LatinAmerican', 0.00050454086), ('NorthAmerican', 2.1813581e-05)]
mild_italian_sausage [('SouthernEuropean', 0.0011990408), ('LatinAmerican', 8.4090141e-05)]
boneless_rib_eye_steaks [('EastAsian', 0.00053799595), ('WesternEuropean', 0.00029524654)]
scallion [('EastAsian', 0.16314727), ('MiddleEastern', 0.088372096)]
raspberry [('NorthAmerican', 0.01492049), ('WesternEuropean', 0.014319457)]
sambal_ulek [('SoutheastAsian', 0.0064389696), ('EastAsian', 0.0032279757)]
date [('African', 0.030690538), ('MiddleEastern', 0.029457364)]
scotch_bonnet_chile [('LatinAmerican', 0.0036999665), ('SouthAsian', 0.00027639579)]
ouzo [('SouthernEuropean', 0.0012695725), ('NorthAmerican', 2.1813581e-05)]
spanish_paprika [('SouthernEuropean', 0.0016927634), ('LatinAmerican', 0.00025227043)]
arrowroot_powder [('SoutheastAsian', 0.00083986565), ('SouthAsian', 0.0008291874)]
portobello_caps [('SouthernEuropean', 0.00028212724), ('LatinAmerican', 0.00025227043)]
fusilli [('SouthernEuropean', 0.0031033996), ('LatinAmerican', 0.00058863102)]
red_chile_powder [('SouthAsian', 0.0030403538), ('SoutheastAsian', 0.00083986565)]
reduced_fat_firm_tofu [('SoutheastAsian', 0.0013997761), ('SouthAsian', 0.00027639579)]
vine_ripened_tomatoes [('SouthernEuropean', 0.0010579771), ('LatinAmerican', 0.0010090817)]
quinoa [('African', 0.0059676045), ('LatinAmerican', 0.0052135889)]
boneless_sirloin_steak [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.00053799595)]
picante_sauce [('LatinAmerican', 0.0043726875), ('EastAsian', 0.00026899797)]
pickled_beets [('NorthernEuropean', 0.0067658997), ('SouthernEuropean', 7.0531809e-05)]
feta_cheese [('MiddleEastern', 0.023255814), ('SouthernEuropean', 0.011426154)]
tortilla_wraps [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
pear [('EastAsian', 0.018426362), ('MiddleEastern', 0.010852713)]
chervil [('WesternEuropean', 0.0060525537), ('African', 0.0034100597)]
dried_fettuccine [('SouthernEuropean', 0.00098744535), ('NorthAmerican', 0.0)]
mulato_chiles [('LatinAmerican', 0.00084090146), ('SouthAsian', 0.00027639579)]
brewed_espresso [('SouthernEuropean', 0.00098744535), ('WesternEuropean', 0.00029524654)]
habanero [('LatinAmerican', 0.0010931719), ('SouthAsian', 0.00027639579)]
galangal [('SoutheastAsian', 0.023516238), ('SouthAsian', 0.00027639579)]
spring!_water [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
focaccia [('SouthernEuropean', 0.00070531812), ('NorthAmerican', 0.0)]
fried_eggs [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.0010759919)]
shortbread_cookies [('WesternEuropean', 0.00029524654), ('EastAsian', 0.00013449899)]
boiling_onions [('WesternEuropean', 0.0013286094), ('SouthernEuropean', 0.00035265906)]
ranch_style_beans [('LatinAmerican', 0.00075681129), ('NorthAmerican', 0.0)]
dark_chocolate [('WesternEuropean', 0.0014762327), ('NorthernEuropean', 0.0013531799)]
sumac [('MiddleEastern', 0.013953488), ('African', 0.00085251493)]
vegan_mayonnaise [('NorthernEuropean', 0.0013531799), ('SoutheastAsian', 0.00083986565)]
bbq_sauce [('LatinAmerican', 0.0012613522), ('EastAsian', 0.00026899797)]
beaten_eggs [('NorthernEuropean', 0.0040595401), ('EastAsian', 0.0014794889)]
oreo_cookies [('WesternEuropean', 0.00044286979), ('NorthAmerican', 8.7254324e-05)]
dried_kidney_beans [('LatinAmerican', 0.0010090817), ('SouthAsian', 0.00027639579)]
cherry_brandy [('EasternEuropean', 0.010498688), ('WesternEuropean', 0.0016238559)]
pasilla_chiles [('LatinAmerican', 0.0023545241), ('NorthAmerican', 2.1813581e-05)]
buttermilk [('NorthAmerican', 0.046462927), ('WesternEuropean', 0.032329496)]
pomegranate_molasses [('African', 0.0025575447), ('SouthAsian', 0.00027639579)]
hungarian_paprika [('African', 0.0034100597), ('NorthernEuropean', 0.0013531799)]
canela [('LatinAmerican', 0.0013454423), ('NorthAmerican', 0.0)]
beef [('EasternEuropean', 0.12860893), ('LatinAmerican', 0.12470569)]
tart [('WesternEuropean', 0.00073811633), ('LatinAmerican', 8.4090141e-05)]
grenadine [('LatinAmerican', 0.00016818028), ('WesternEuropean', 0.00014762327)]
granulated_sugar [('WesternEuropean', 0.024800709), ('NorthernEuropean', 0.023004059)]
hemp_seeds [('African', 0.00085251493), ('LatinAmerican', 0.00042045073)]
pace_chunky_salsa [('LatinAmerican', 0.00067272113), ('NorthAmerican', 0.0)]
ham [('WesternEuropean', 0.026129318), ('NorthAmerican', 0.025434636)]
onions [('SouthAsian', 0.33029297), ('African', 0.23870417)]
chocolate_sprinkles [('LatinAmerican', 0.0013454423), ('WesternEuropean', 0.00014762327)]
italian_herbs [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 8.4090141e-05)]
chinese_cabbage [('EastAsian', 0.021116342), ('WesternEuropean', 0.00029524654)]
cockles [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00029524654)]
peperoncini [('SouthernEuropean', 0.00042319085), ('EastAsian', 0.00013449899)]
onion [('EasternEuropean', 0.42519686), ('LatinAmerican', 0.38698286)]
vinaigrette [('WesternEuropean', 0.0019191025), ('African', 0.00085251493)]
mild_curry_powder [('SouthAsian', 0.0035931454), ('SoutheastAsian', 0.00027995522)]
tart_shells [('WesternEuropean', 0.00044286979), ('EastAsian', 0.00013449899)]
grapefruit [('WesternEuropean', 0.0028048421), ('LatinAmerican', 0.0022704338)]
red_swiss_chard [('SouthernEuropean', 0.00028212724), ('SouthAsian', 0.00027639579)]
nam_pla [('SoutheastAsian', 0.0022396417), ('NorthAmerican', 0.0)]
serrano_chilies [('SoutheastAsian', 0.0058790594), ('SouthAsian', 0.0046987287)]
frozen_pound_cake [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 7.0531809e-05)]
gold_potatoes [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.00059049309)]
_cut_into_italian_loaf [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
jamaican_jerk_spice [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
frying_oil [('SoutheastAsian', 0.00055991043), ('SouthAsian', 0.00027639579)]
fruit [('EasternEuropean', 0.020997375), ('NorthernEuropean', 0.01623816)]
canola_mayonnaise [('SouthernEuropean', 0.00035265906), ('SoutheastAsian', 0.00027995522)]
bitters [('LatinAmerican', 0.00058863102), ('SouthernEuropean', 0.00014106362)]
fregola [('African', 0.00085251493), ('SouthernEuropean', 0.00028212724)]
orange [('African', 0.086956523), ('WesternEuropean', 0.062149394)]
mochiko [('EastAsian', 0.0012104909), ('NorthAmerican', 0.0)]
fava_beans [('African', 0.0042625745), ('SouthernEuropean', 0.0010579771)]
boiled_eggs [('NorthernEuropean', 0.0027063598), ('SoutheastAsian', 0.0011198209)]
spelt [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00021159543)]
tomatillo_salsa [('LatinAmerican', 0.00084090146), ('NorthAmerican', 0.0)]
blueberry [('NorthAmerican', 0.0096197892), ('NorthernEuropean', 0.0027063598)]
swiss_chard [('SouthernEuropean', 0.0050782901), ('African', 0.0025575447)]
harissa_sauce [('African', 0.0042625745), ('SouthernEuropean', 7.0531809e-05)]
gremolata [('SouthernEuropean', 0.00028212724), ('NorthAmerican', 2.1813581e-05)]
fresh_blueberries [('WesternEuropean', 0.0023619724), ('NorthernEuropean', 0.0013531799)]
peaches [('NorthAmerican', 0.0041009532), ('WesternEuropean', 0.0028048421)]
chili_flakes [('SoutheastAsian', 0.0095184771), ('African', 0.0076726344)]
berry [('NorthAmerican', 0.0034247322), ('NorthernEuropean', 0.0027063598)]
chapati_flour [('SouthAsian', 0.0022111663), ('NorthAmerican', 0.0)]
chopped_almonds [('African', 0.0025575447), ('SouthAsian', 0.0016583748)]
rajma [('SouthAsian', 0.0024875621), ('NorthAmerican', 0.0)]
mustard [('SouthAsian', 0.16141514), ('WesternEuropean', 0.092116915)]
duck_drumsticks [('WesternEuropean', 0.0013286094), ('SoutheastAsian', 0.00055991043)]
flora_cuisine [('SoutheastAsian', 0.0011198209), ('African', 0.00085251493)]
cocktail_cherries [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00088573957)]
sun_dried_tomatoes_in_oil [('SouthernEuropean', 0.0023275497), ('SouthAsian', 0.00027639579)]
lemon_peel [('MiddleEastern', 0.040310077), ('EasternEuropean', 0.01312336)]
oregano [('SouthernEuropean', 0.1481168), ('LatinAmerican', 0.14135553)]
sliced_almonds [('African', 0.018755328), ('SouthAsian', 0.0069098948)]
bouquet_garni [('WesternEuropean', 0.0025095956), ('LatinAmerican', 0.00016818028)]
oatmeal [('WesternEuropean', 0.0020667256), ('NorthernEuropean', 0.0013531799)]
perilla [('SoutheastAsian', 0.0019596864), ('EastAsian', 0.00067249493)]
curry_powder [('SouthAsian', 0.11138751), ('SoutheastAsian', 0.029395297)]
ground_almonds [('African', 0.0051150895), ('SouthAsian', 0.0033167496)]
buckwheat [('NorthernEuropean', 0.021650879), ('EasternEuropean', 0.015748031)]
tentacles [('SouthernEuropean', 0.00084638171), ('EastAsian', 0.00013449899)]
massaman_curry_paste [('SoutheastAsian', 0.0011198209), ('SouthAsian', 0.00055279158)]
whole_peeled_tomatoes [('SouthernEuropean', 0.0046550995), ('SouthAsian', 0.0038695412)]
beet [('EasternEuropean', 0.057742782), ('NorthernEuropean', 0.013531799)]
toor_dal [('SouthAsian', 0.0038695412), ('EastAsian', 0.00026899797)]
vermouth [('WesternEuropean', 0.00014762327), ('SouthernEuropean', 0.00014106362)]
potato_chip [('NorthAmerican', 0.0013960692), ('SouthAsian', 0.00027639579)]
tea [('African', 0.012787724), ('EastAsian', 0.0075319437)]
dry_vermouth [('WesternEuropean', 0.0017714791), ('SouthernEuropean', 0.001481168)]
chipotles_in_adobo [('LatinAmerican', 0.014883956), ('SoutheastAsian', 0.00027995522)]
pitted_green_olives [('African', 0.012787724), ('SouthernEuropean', 0.0011285089)]
hungarian_sweet_paprika [('African', 0.011082694), ('NorthernEuropean', 0.0054127197)]
bittersweet_chocolate [('WesternEuropean', 0.0085621495), ('NorthernEuropean', 0.0054127197)]
frozen_chopped_spinach [('SouthernEuropean', 0.010932431), ('SouthAsian', 0.0038695412)]
roquefort_cheese [('WesternEuropean', 0.00088573957), ('NorthAmerican', 0.0003490173)]
light_molasses [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.0013286094)]
pitted_prunes [('African', 0.0042625745), ('NorthernEuropean', 0.0027063598)]
brine_cured_black_olives [('WesternEuropean', 0.0013286094), ('SouthernEuropean', 0.00077584991)]
baby_spinach_leaves [('SouthAsian', 0.0046987287), ('SouthernEuropean', 0.0033855268)]
baby_lima_beans [('African', 0.00085251493), ('WesternEuropean', 0.00073811633)]
marshmallow_creme [('WesternEuropean', 0.00059049309), ('NorthAmerican', 0.00019632223)]
pasta_sheets [('SouthernEuropean', 0.00063478627), ('NorthAmerican', 0.0)]
anise [('SoutheastAsian', 0.025475923), ('EastAsian', 0.015736382)]
chicken_broth [('MiddleEastern', 0.088372096), ('EasternEuropean', 0.052493438)]
shiitake [('EastAsian', 0.09899126), ('SoutheastAsian', 0.025475923)]
chayote [('LatinAmerican', 0.00092499162), ('NorthAmerican', 0.00030539013)]
ajwain [('SouthAsian', 0.0030403538), ('EastAsian', 0.00053799595)]
mutton [('SouthAsian', 0.0049751243), ('WesternEuropean', 0.00059049309)]
sauterne [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 7.0531809e-05)]
fresh_herbs [('SoutheastAsian', 0.0022396417), ('WesternEuropean', 0.0019191025)]
raisins [('African', 0.040920716), ('NorthernEuropean', 0.037889041)]
fleur_de_sel [('WesternEuropean', 0.0017714791), ('SouthernEuropean', 0.00049372268)]
mandarin_peel [('EastAsian', 0.00080699392), ('SoutheastAsian', 0.00027995522)]
chuck_roast [('LatinAmerican', 0.0032795155), ('NorthernEuropean', 0.0013531799)]
flour [('NorthernEuropean', 0.082543977), ('WesternEuropean', 0.030853262)]
crumbles [('LatinAmerican', 0.00067272113), ('SoutheastAsian', 0.00027995522)]
radish [('EastAsian', 0.043577675), ('MiddleEastern', 0.007751938)]
boiling_water [('African', 0.013640239), ('EastAsian', 0.0088769337)]
matzo_meal [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00014762327)]
orange_juice [('MiddleEastern', 0.054263566), ('NorthAmerican', 0.031520624)]
nioise_olives [('WesternEuropean', 0.0035429583), ('SouthernEuropean', 0.00021159543)]
morel [('WesternEuropean', 0.00088573957), ('SouthernEuropean', 0.00028212724)]
frozen_green_beans [('WesternEuropean', 0.00029524654), ('SoutheastAsian', 0.00027995522)]
string_beans [('SoutheastAsian', 0.0019596864), ('SouthAsian', 0.00027639579)]
low_fat_spaghetti_sauce [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 0.0)]
pastry_shell [('WesternEuropean', 0.0013286094), ('NorthAmerican', 0.00028357655)]
sesame_oil [('EastAsian', 0.38991258), ('SoutheastAsian', 0.10582307)]
triple_sec [('LatinAmerican', 0.0022704338), ('SouthernEuropean', 0.00035265906)]
mixed_nuts [('SouthAsian', 0.00027639579), ('SouthernEuropean', 0.00021159543)]
beef_broth [('EasternEuropean', 0.052493438), ('EastAsian', 0.01869536)]
roasted_sesame_seeds [('EastAsian', 0.0032279757), ('SouthAsian', 0.00055279158)]
petite_peas [('SouthAsian', 0.00055279158), ('WesternEuropean', 0.00014762327)]
barbecue_sauce [('LatinAmerican', 0.0031954255), ('NorthAmerican', 0.0014833235)]
calamansi_juice [('SoutheastAsian', 0.0047592386), ('NorthAmerican', 0.0)]
french_baguette [('SouthernEuropean', 0.0019043589), ('WesternEuropean', 0.0014762327)]
kefalotyri [('SouthernEuropean', 0.00063478627), ('NorthAmerican', 0.0)]
roasted_tomatoes [('LatinAmerican', 0.0031954255), ('African', 0.0025575447)]
sweet_italian_sausage [('SouthernEuropean', 0.005148822), ('LatinAmerican', 0.00016818028)]
octopus [('EastAsian', 0.0043039676), ('African', 0.00085251493)]
lea_&_perrins_worcestershire_sauce [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
hazelnuts [('NorthernEuropean', 0.0054127197), ('SouthernEuropean', 0.0045845676)]
lentils [('African', 0.011935209), ('SouthAsian', 0.011332228)]
trout [('SoutheastAsian', 0.00027995522), ('EastAsian', 0.00026899797)]
top_sirloin [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.0013449899)]
crust [('WesternEuropean', 0.0011809862), ('SouthernEuropean', 0.00035265906)]
round_loaf [('SouthernEuropean', 0.00035265906), ('NorthAmerican', 0.0)]
fire_roasted_diced_tomatoes [('LatinAmerican', 0.0010090817), ('SoutheastAsian', 0.00027995522)]
prosecco [('SouthernEuropean', 0.00070531812), ('WesternEuropean', 0.00029524654)]
red_lentils [('SouthAsian', 0.023217248), ('African', 0.011935209)]
thai_red_curry_paste [('SoutheastAsian', 0.034994401), ('SouthAsian', 0.00055279158)]
stevia [('NorthernEuropean', 0.0027063598), ('SoutheastAsian', 0.0013997761)]
filet [('NorthernEuropean', 0.0027063598), ('SoutheastAsian', 0.0016797313)]
self_raising_flour [('WesternEuropean', 0.00044286979), ('SoutheastAsian', 0.00027995522)]
fingerling_potatoes [('WesternEuropean', 0.0011809862), ('SouthAsian', 0.00055279158)]
icing [('LatinAmerican', 0.00016818028), ('WesternEuropean', 0.00014762327)]
short_rib [('EastAsian', 0.0024209819), ('NorthernEuropean', 0.0013531799)]
dried_chives [('LatinAmerican', 0.00025227043), ('WesternEuropean', 0.00014762327)]
mayonaise [('NorthernEuropean', 0.041948579), ('LatinAmerican', 0.022283887)]
pico_de_gallo [('LatinAmerican', 0.0065590311), ('WesternEuropean', 0.00014762327)]
lavender [('WesternEuropean', 0.0054620607), ('NorthernEuropean', 0.0013531799)]
nutmeg [('WesternEuropean', 0.059049305), ('NorthAmerican', 0.051065594)]
scallops [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.0013449899)]
arbol_chile [('African', 0.00085251493), ('SoutheastAsian', 0.00083986565)]
lettuce [('LatinAmerican', 0.059283551), ('SoutheastAsian', 0.05487122)]
chipotle [('LatinAmerican', 0.0021022537), ('NorthAmerican', 0.0)]
single_crust_pie [('WesternEuropean', 0.00088573957), ('NorthAmerican', 0.00013088148)]
chopped_fresh_herbs [('African', 0.00085251493), ('WesternEuropean', 0.00073811633)]
peach [('NorthAmerican', 0.011583012), ('WesternEuropean', 0.0026572188)]
calamari [('SoutheastAsian', 0.00083986565), ('SouthernEuropean', 0.00077584991)]
pancake_mix [('EastAsian', 0.00067249493), ('NorthAmerican', 0.0)]
edamame [('EastAsian', 0.00403497), ('SoutheastAsian', 0.0022396417)]
maltose [('EastAsian', 0.0012104909), ('NorthAmerican', 0.0)]
vegan_worcestershire_sauce [('SoutheastAsian', 0.00027995522), ('LatinAmerican', 0.00025227043)]
hot_dog_bun [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)]
taco_seasoning_reduced_sodium [('LatinAmerican', 0.00058863102), ('NorthAmerican', 0.0)]
black_treacle [('WesternEuropean', 0.00088573957), ('LatinAmerican', 8.4090141e-05)]
lobster [('WesternEuropean', 0.0047239447), ('SouthernEuropean', 0.0029623359)]
cube_steaks [('NorthAmerican', 8.7254324e-05), ('LatinAmerican', 8.4090141e-05)]
dark_brown_sugar [('SoutheastAsian', 0.011758119), ('EastAsian', 0.0084734363)]
sandwich_buns [('SouthAsian', 0.00027639579), ('WesternEuropean', 0.00014762327)]
brine_cured_olives [('African', 0.00085251493), ('SouthernEuropean', 0.00077584991)]
new_york_strip_steaks [('SoutheastAsian', 0.0016797313), ('WesternEuropean', 0.00088573957)]
roasted_meat [('NorthAmerican', 0.00030539013), ('LatinAmerican', 8.4090141e-05)]
roast [('SoutheastAsian', 0.0011198209), ('African', 0.00085251493)]
corn [('LatinAmerican', 0.27556342), ('EastAsian', 0.17027572)]
rotelle [('LatinAmerican', 0.0021863438), ('SouthernEuropean', 0.00028212724)]
blue_cheese [('NorthAmerican', 0.0072202953), ('SouthernEuropean', 0.0037381859)]
smoked_paprika [('African', 0.024722932), ('LatinAmerican', 0.014463505)]
hard_shelled_clams [('SouthernEuropean', 0.00049372268), ('WesternEuropean', 0.00014762327)]
artichoke [('SouthernEuropean', 0.016998166), ('MiddleEastern', 0.0093023255)]
moong_dal [('SouthAsian', 0.0055279159), ('EastAsian', 0.00040349696)]
cereal [('NorthAmerican', 0.0045154113), ('NorthernEuropean', 0.0013531799)]
extract [('WesternEuropean', 0.00059049309), ('EastAsian', 0.00053799595)]
campanelle [('SouthernEuropean', 0.00042319085), ('NorthAmerican', 0.0)]
curds [('SouthAsian', 0.01713654), ('WesternEuropean', 0.00029524654)]
cod [('African', 0.008525149), ('WesternEuropean', 0.0063478006)]
_drain [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
beefsteak_tomatoes [('SouthernEuropean', 0.0012695725), ('African', 0.00085251493)]
salad_dressing [('SouthernEuropean', 0.0023275497), ('LatinAmerican', 0.0015977127)]
pickle_relish [('LatinAmerican', 0.001177262), ('WesternEuropean', 0.00044286979)]
chocolate [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.0025095956)]
sirloin_steak [('SoutheastAsian', 0.0047592386), ('EastAsian', 0.0039004707)]
italian_tomatoes [('SouthernEuropean', 0.0012695725), ('WesternEuropean', 0.00014762327)]
ground_sirloin [('SouthernEuropean', 0.0019043589), ('LatinAmerican', 0.0017658931)]
halibut [('SoutheastAsian', 0.00083986565), ('LatinAmerican', 0.00075681129)]
cream_cheese [('NorthAmerican', 0.055995464), ('EasternEuropean', 0.049868766)]
graham_cracker_crumbs [('WesternEuropean', 0.0013286094), ('NorthAmerican', 0.00047989879)]
hot_chili [('SoutheastAsian', 0.0025195968), ('EastAsian', 0.00080699392)]
relish [('LatinAmerican', 0.00050454086), ('WesternEuropean', 0.00014762327)]
red_food_coloring [('SouthAsian', 0.0035931454), ('EastAsian', 0.0026899797)]
soaking_liquid [('EastAsian', 0.00053799595), ('SoutheastAsian', 0.00027995522)]
medium_eggs [('WesternEuropean', 0.0014762327), ('African', 0.00085251493)]
ragu [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 8.4090141e-05)]
grapeseed_oil [('EastAsian', 0.0036314728), ('SoutheastAsian', 0.0025195968)]
fajita_seasoning_mix [('LatinAmerican', 0.0015977127), ('SouthernEuropean', 7.0531809e-05)]
essence [('WesternEuropean', 0.00088573957), ('EastAsian', 0.00080699392)]
korean_chile_paste [('EastAsian', 0.0013449899), ('NorthAmerican', 0.0)]
food_colouring [('SouthAsian', 0.0022111663), ('African', 0.0017050299)]
plum [('SouthernEuropean', 0.034137394), ('African', 0.028985508)]
dipping_sauces [('SoutheastAsian', 0.0069988803), ('EastAsian', 0.0037659719)]
bechamel [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00021159543)]
cuban_peppers [('African', 0.00085251493), ('LatinAmerican', 0.00042045073)]
bisquick [('LatinAmerican', 0.00016818028), ('WesternEuropean', 0.00014762327)]
pork_liver [('SoutheastAsian', 0.00027995522), ('WesternEuropean', 0.00014762327)]
marinara_sauce [('SouthernEuropean', 0.015869657), ('SoutheastAsian', 0.00027995522)]
pierogi [('NorthernEuropean', 0.0094722603), ('NorthAmerican', 0.0)]
bulgur [('African', 0.0025575447), ('SouthernEuropean', 0.00098744535)]
maldon_sea_salt [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00021159543)]
provolone_cheese [('SouthernEuropean', 0.0039497814), ('NorthAmerican', 0.0023340532)]
amaretti_cookies [('SouthernEuropean', 0.00070531812), ('WesternEuropean', 0.00014762327)]
cubed_potatoes [('SouthAsian', 0.0008291874), ('EastAsian', 0.00040349696)]
frosting [('NorthAmerican', 0.00032720371), ('LatinAmerican', 0.00025227043)]
lime_juice [('SoutheastAsian', 0.036954086), ('LatinAmerican', 0.034561049)]
gran_marnier [('WesternEuropean', 0.0014762327), ('SouthernEuropean', 0.00021159543)]
boiling_potatoes [('NorthernEuropean', 0.0081190802), ('SouthAsian', 0.0063571036)]
lemon [('African', 0.43137255), ('SouthernEuropean', 0.18373537)]
filet_mignon_steaks [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 7.0531809e-05)]
sponge_cake [('WesternEuropean', 0.0011809862), ('SouthernEuropean', 0.00014106362)]
bartlett_pears [('WesternEuropean', 0.0011809862), ('SouthernEuropean', 0.00021159543)]
kidney_bean [('LatinAmerican', 0.0084090149), ('NorthAmerican', 0.0062823114)]
caramel_sauce [('SoutheastAsian', 0.0013997761), ('WesternEuropean', 0.00073811633)]
mussels [('WesternEuropean', 0.0073811631), ('SoutheastAsian', 0.0069988803)]
broccoli [('EastAsian', 0.029858775), ('SouthernEuropean', 0.019396247)]
cured_pork [('SouthernEuropean', 0.0087459441), ('NorthAmerican', 0.0037083088)]
baked_pizza_crust [('SouthernEuropean', 0.00070531812), ('SoutheastAsian', 0.00027995522)]
coarse_salt [('LatinAmerican', 0.015388496), ('African', 0.015345269)]
spanish_chorizo [('SouthernEuropean', 0.0029623359), ('NorthernEuropean', 0.0013531799)]
ground_chile [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)]
white_sesame_seeds [('EastAsian', 0.0091459313), ('SoutheastAsian', 0.0013997761)]
pressed_tofu [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.00040349696)]
cornflakes [('SouthernEuropean', 0.00014106362), ('LatinAmerican', 8.4090141e-05)]
yellow_hominy [('LatinAmerican', 0.00067272113), ('NorthAmerican', 4.3627162e-05)]
spring_onions [('EastAsian', 0.031741761), ('SoutheastAsian', 0.031075029)]
tuna [('WesternEuropean', 0.010038382), ('EastAsian', 0.0095494287)]
enchilada_sauce [('LatinAmerican', 0.024722502), ('NorthAmerican', 2.1813581e-05)]
manioc_flour [('LatinAmerican', 0.0010090817), ('NorthAmerican', 0.0)]
lasagne [('SouthernEuropean', 0.00042319085), ('NorthAmerican', 0.0)]
ice_cubes [('LatinAmerican', 0.0042045075), ('SouthAsian', 0.0038695412)]
semisweet_chocolate [('WesternEuropean', 0.012252731), ('NorthernEuropean', 0.0054127197)]
steak_seasoning [('SouthernEuropean', 0.00028212724), ('SoutheastAsian', 0.00027995522)]
artichokes [('SouthernEuropean', 0.0040908451), ('African', 0.0017050299)]
greens [('SouthAsian', 0.0035931454), ('EastAsian', 0.0030934769)]
carnitas [('LatinAmerican', 0.00084090146), ('NorthAmerican', 0.0)]
tempeh [('African', 0.00085251493), ('SoutheastAsian', 0.00083986565)]
risotto [('SouthernEuropean', 0.00077584991), ('NorthAmerican', 2.1813581e-05)]
methi [('SouthAsian', 0.0038695412), ('EastAsian', 0.00040349696)]
sponge [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00044286979)]
fontina [('SouthernEuropean', 0.0019043589), ('WesternEuropean', 0.00014762327)]
shallots [('SoutheastAsian', 0.11310191), ('WesternEuropean', 0.051815767)]
sofrito [('LatinAmerican', 0.00033636056), ('SouthernEuropean', 7.0531809e-05)]
taco_sauce [('LatinAmerican', 0.005297679), ('NorthAmerican', 0.0)]
szechwan_peppercorns [('EastAsian', 0.018291863), ('SoutheastAsian', 0.0011198209)]
linguini [('SouthernEuropean', 0.00063478627), ('SoutheastAsian', 0.00027995522)]
semolina [('African', 0.0076726344), ('SouthAsian', 0.0063571036)]
herbes_de_provence [('WesternEuropean', 0.0064954236), ('SouthernEuropean', 0.0010579771)]
ground_chuck [('NorthernEuropean', 0.0027063598), ('LatinAmerican', 0.0015977127)]
sprouts [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.00094149297)]
light_pancake_syrup [('SoutheastAsian', 0.00055991043), ('EastAsian', 0.00053799595)]
herbs [('SoutheastAsian', 0.0058790594), ('SouthAsian', 0.0022111663)]
walnut [('MiddleEastern', 0.079069771), ('EasternEuropean', 0.05511811)]
enokidake [('EastAsian', 0.013718897), ('WesternEuropean', 0.00059049309)]
grenadine_syrup [('LatinAmerican', 0.00025227043), ('SouthernEuropean', 0.00014106362)]
breadstick [('SouthernEuropean', 0.0009169135), ('LatinAmerican', 0.00016818028)]
beets [('NorthernEuropean', 0.071718536), ('African', 0.0051150895)]
_cook_and_drain [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
cachaca [('LatinAmerican', 0.0058863102), ('NorthAmerican', 0.0)]
neufchtel [('SouthernEuropean', 0.00021159543), ('LatinAmerican', 0.00016818028)]
crema [('LatinAmerican', 0.0029431551), ('EastAsian', 0.00013449899)]
meatloaf [('SouthernEuropean', 0.00028212724), ('EastAsian', 0.00013449899)]
figs [('African', 0.0042625745), ('WesternEuropean', 0.0014762327)]
margarita_mix [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
tom_yum_paste [('SoutheastAsian', 0.0013997761), ('NorthAmerican', 0.0)]
kasuri_methi [('SouthAsian', 0.012161415), ('EastAsian', 0.00094149297)]
coca_cola [('EastAsian', 0.00053799595), ('NorthAmerican', 0.00015269507)]
frozen_raspberries [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.00059049309)]
masala [('SouthAsian', 0.018242123), ('SoutheastAsian', 0.00027995522)]
won_ton_wrappers [('EastAsian', 0.0034969738), ('SoutheastAsian', 0.00083986565)]
kraft_miracle_whip_dressing [('LatinAmerican', 0.00025227043), ('NorthAmerican', 4.3627162e-05)]
chili_oil [('EastAsian', 0.012239408), ('SoutheastAsian', 0.0033594626)]
lovage [('NorthAmerican', 0.0029012063), ('EasternEuropean', 0.0026246719)]
caesar_salad_dressing [('SouthernEuropean', 0.00049372268), ('WesternEuropean', 0.00029524654)]
cake_flour [('WesternEuropean', 0.0056096842), ('EastAsian', 0.0045729657)]
hellmann_or_best_food_light_mayonnais [('LatinAmerican', 0.00084090146), ('SouthernEuropean', 0.00014106362)]
dried_pasta [('SouthernEuropean', 0.0009169135), ('SoutheastAsian', 0.00027995522)]
pappardelle [('SouthernEuropean', 0.00077584991), ('NorthAmerican', 0.0)]
catsup [('SoutheastAsian', 0.00083986565), ('WesternEuropean', 0.00014762327)]
nilla_wafers [('NorthAmerican', 0.00021813581), ('EastAsian', 0.0)]
red_gold_diced_tomatoes [('LatinAmerican', 0.00033636056), ('SouthernEuropean', 7.0531809e-05)]
chicken_liver [('EasternEuropean', 0.0078740157), ('MiddleEastern', 0.0046511628)]
polenta [('SouthernEuropean', 0.0094512627), ('African', 0.00085251493)]
creme_anglaise [('WesternEuropean', 0.00088573957), ('LatinAmerican', 8.4090141e-05)]
sardines [('NorthernEuropean', 0.0013531799), ('African', 0.00085251493)]
bow_tie_pasta [('SouthernEuropean', 0.006347863), ('LatinAmerican', 0.00058863102)]
brown_rice [('NorthAmerican', 0.006260498), ('EasternEuropean', 0.0026246719)]
chopped_green_chilies [('LatinAmerican', 0.0046249582), ('SouthAsian', 0.00027639579)]
king_prawns [('SoutheastAsian', 0.00083986565), ('SouthAsian', 0.00055279158)]
great_northern_beans [('SouthernEuropean', 0.0019043589), ('WesternEuropean', 0.0017714791)]
taco_toppings [('LatinAmerican', 0.00058863102), ('NorthAmerican', 0.0)]
bucatini [('SouthernEuropean', 0.0011285089), ('NorthAmerican', 0.0)]
limoncello [('SouthernEuropean', 0.00042319085), ('NorthAmerican', 0.0)]
kidney_beans [('LatinAmerican', 0.010090818), ('NorthernEuropean', 0.0081190802)]
coffee [('WesternEuropean', 0.015795689), ('MiddleEastern', 0.013953488)]
smoked_gouda [('SouthernEuropean', 0.00098744535), ('LatinAmerican', 0.00075681129)]
confectioners_sugar [('WesternEuropean', 0.019043401), ('NorthernEuropean', 0.01759134)]
curry [('SouthAsian', 0.013543394), ('African', 0.0025575447)]
breakfast_sausages [('LatinAmerican', 0.00050454086), ('WesternEuropean', 0.00044286979)]
crushed_pineapples_in_juice [('SouthAsian', 0.00027639579), ('WesternEuropean', 0.00014762327)]
pistachio [('MiddleEastern', 0.032558139), ('African', 0.0068201195)]
raita [('SouthAsian', 0.0022111663), ('SouthernEuropean', 7.0531809e-05)]
shallot [('WesternEuropean', 0.024948332), ('SoutheastAsian', 0.01931691)]
hot_sauce [('LatinAmerican', 0.030861083), ('SoutheastAsian', 0.0064389696)]
rib_eye_steaks [('EastAsian', 0.0032279757), ('SoutheastAsian', 0.0019596864)]
sicilian_olives [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 0.0)]
pie_dough [('WesternEuropean', 0.0017714791), ('SouthAsian', 0.00027639579)]
cognac [('WesternEuropean', 0.015795689), ('NorthernEuropean', 0.0027063598)]
garlic [('SoutheastAsian', 0.64025754), ('LatinAmerican', 0.54515642)]
black_tea [('EasternEuropean', 0.0026246719), ('MiddleEastern', 0.0015503876)]
kalamata [('African', 0.014492754), ('SouthernEuropean', 0.010297644)]
giblet [('LatinAmerican', 0.00042045073), ('SoutheastAsian', 0.00027995522)]
eel [('EastAsian', 0.0028244788), ('WesternEuropean', 0.00029524654)]
yellow_curry_paste [('SoutheastAsian', 0.0022396417), ('SouthAsian', 0.00027639579)]
vegan_margarine [('SouthAsian', 0.00055279158), ('WesternEuropean', 0.00029524654)]
pillsbury_refrigerated_crescent_dinner_rolls [('LatinAmerican', 0.00050454086), ('SouthernEuropean', 0.00028212724)]
chile_paste [('SoutheastAsian', 0.0053191488), ('EastAsian', 0.0028244788)]
phyllo [('African', 0.0025575447), ('SouthernEuropean', 0.00077584991)]
refrigerated_crescent_rolls [('LatinAmerican', 0.0010090817), ('SouthernEuropean', 0.00049372268)]
extra_firm_tofu [('SoutheastAsian', 0.014837626), ('EastAsian', 0.0079354402)]
shoyu [('EastAsian', 0.0025554809), ('SoutheastAsian', 0.00055991043)]
epazote [('LatinAmerican', 0.0036158762), ('NorthAmerican', 0.0)]
shredded_coleslaw_mix [('SoutheastAsian', 0.00055991043), ('EastAsian', 0.00053799595)]
genoa_salami [('SouthernEuropean', 0.0015516998), ('LatinAmerican', 0.00050454086)]
jerusalem_artichokes [('WesternEuropean', 0.00014762327), ('EastAsian', 0.00013449899)]
pitted_olives [('SouthernEuropean', 0.0014106362), ('African', 0.00085251493)]
foie_gras [('WesternEuropean', 0.0017714791), ('NorthAmerican', 0.0)]
green_curry_paste [('SoutheastAsian', 0.012318029), ('SouthAsian', 0.00055279158)]
poblano [('LatinAmerican', 0.0012613522), ('NorthAmerican', 0.0)]
frozen_strawberries [('LatinAmerican', 0.00067272113), ('WesternEuropean', 0.00029524654)]
graham_cracker_crusts [('NorthAmerican', 0.00019632223), ('LatinAmerican', 8.4090141e-05)]
bone_broth [('SouthAsian', 0.00027639579), ('EastAsian', 0.00026899797)]
burrata [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 0.0)]
low_sodium_teriyaki_sauce [('SoutheastAsian', 0.00055991043), ('EastAsian', 0.00053799595)]
frozen_whip_topping [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
white_mushrooms [('SoutheastAsian', 0.0027995522), ('SouthernEuropean', 0.001481168)]
brassica [('EastAsian', 0.0036314728), ('MiddleEastern', 0.0031007752)]
artemisia [('EastAsian', 0.0016139878), ('WesternEuropean', 0.00014762327)]
fresh_leav_spinach [('SouthernEuropean', 0.0019748907), ('SoutheastAsian', 0.0016797313)]
matsutake [('EastAsian', 0.0068594487), ('WesternEuropean', 0.00029524654)]
other_vegetables [('EastAsian', 0.00040349696), ('SoutheastAsian', 0.00027995522)]
sprinkles [('NorthernEuropean', 0.0013531799), ('LatinAmerican', 0.0012613522)]
oats [('SouthAsian', 0.00055279158), ('WesternEuropean', 0.00044286979)]
crisco [('LatinAmerican', 0.00016818028), ('EastAsian', 0.00013449899)]
red_wine [('MiddleEastern', 0.046511628), ('EasternEuropean', 0.036745407)]
harissa [('African', 0.031543054), ('SouthAsian', 0.00027639579)]
file_powder [('LatinAmerican', 0.0038681466), ('NorthAmerican', 6.5440741e-05)]
roasted_sesame_seed [('EastAsian', 0.066173501), ('MiddleEastern', 0.040310077)]
gemelli [('SouthernEuropean', 0.00098744535), ('NorthAmerican', 0.0)]
sassafras [('NorthAmerican', 0.00039264446), ('EastAsian', 0.0)]
peanut_butter [('NorthAmerican', 0.020003054), ('African', 0.011082694)]
red_snapper [('LatinAmerican', 0.0012613522), ('African', 0.00085251493)]
green_peas [('SouthAsian', 0.019624101), ('EastAsian', 0.0045729657)]
diced_red_onions [('LatinAmerican', 0.0028590648), ('SouthernEuropean', 0.00070531812)]
flounder_fillets [('SouthernEuropean', 0.00035265906), ('SouthAsian', 0.00027639579)]
cointreau_liqueur [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00025227043)]
fat [('African', 0.0059676045), ('SouthAsian', 0.0027639579)]
candied_cherries [('WesternEuropean', 0.00044286979), ('SoutheastAsian', 0.00027995522)]
nigella_seeds [('SouthAsian', 0.0052515203), ('African', 0.0034100597)]
cider [('NorthernEuropean', 0.024357239), ('NorthAmerican', 0.023645923)]
jeera [('SouthAsian', 0.0058043119), ('NorthernEuropean', 0.0013531799)]
diced_potatoes [('NorthernEuropean', 0.0013531799), ('SouthAsian', 0.00027639579)]
cranberries [('WesternEuropean', 0.0017714791), ('SouthAsian', 0.0016583748)]
mango [('SouthAsian', 0.04671089), ('SoutheastAsian', 0.02043673)]
asafetida [('SouthAsian', 0.010226645), ('EastAsian', 0.00080699392)]
capsicum [('SouthAsian', 0.0085682701), ('NorthernEuropean', 0.0040595401)]
dried_chile [('SouthAsian', 0.0024875621), ('EastAsian', 0.0022864828)]
kahla [('SouthernEuropean', 0.00084638171), ('WesternEuropean', 0.00073811633)]
sweet_paprika [('African', 0.036658142), ('NorthernEuropean', 0.0040595401)]
peppermint_oil [('African', 0.00085251493), ('NorthAmerican', 0.00017450865)]
hellmanns_real_mayonnaise [('NorthernEuropean', 0.0013531799), ('SoutheastAsian', 0.00027995522)]
yeast [('EasternEuropean', 0.12598425), ('NorthernEuropean', 0.1082544)]
sourdough [('SouthernEuropean', 0.00056425447), ('WesternEuropean', 0.00029524654)]
shiso [('EastAsian', 0.0024209819), ('SoutheastAsian', 0.00027995522)]
sweet_cherries [('WesternEuropean', 0.0011809862), ('SouthernEuropean', 0.00084638171)]
chili_seasoning [('LatinAmerican', 0.00025227043), ('EastAsian', 0.00013449899)]
frozen_limeade [('LatinAmerican', 0.00058863102), ('NorthAmerican', 0.0)]
caster [('WesternEuropean', 0.00059049309), ('EastAsian', 0.00013449899)]
flavoring [('SoutheastAsian', 0.00083986565), ('LatinAmerican', 0.00075681129)]
frozen_shelled_edamame [('EastAsian', 0.00094149297), ('SoutheastAsian', 0.00083986565)]
sage [('SouthernEuropean', 0.028706446), ('NorthAmerican', 0.017647186)]
loin [('WesternEuropean', 0.00059049309), ('SouthAsian', 0.00027639579)]
chili_sauce [('SoutheastAsian', 0.016517358), ('EastAsian', 0.0064559514)]
cocktail_sauce [('NorthAmerican', 8.7254324e-05), ('LatinAmerican', 8.4090141e-05)]
peanuts [('SoutheastAsian', 0.061030235), ('EastAsian', 0.011432414)]
polenta_prepar [('SouthernEuropean', 0.00035265906), ('LatinAmerican', 8.4090141e-05)]
wine [('SouthernEuropean', 0.14727043), ('WesternEuropean', 0.11824623)]
_undrain [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
chicory [('WesternEuropean', 0.0047239447), ('SouthernEuropean', 0.0027507406)]
chives [('WesternEuropean', 0.0067906701), ('EastAsian', 0.0067249495)]
olives [('African', 0.009377664), ('WesternEuropean', 0.0048715677)]
dough [('NorthernEuropean', 0.0040595401), ('SouthernEuropean', 0.0033855268)]
five_spice_powder [('EastAsian', 0.0018829859), ('SoutheastAsian', 0.00055991043)]
piment_despelette [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)]
splenda_brown_sugar_blend [('SoutheastAsian', 0.00027995522), ('LatinAmerican', 0.00025227043)]
unsalted_dry_roast_peanuts [('SoutheastAsian', 0.010638298), ('EastAsian', 0.002017485)]
chat_masala [('SouthAsian', 0.0033167496), ('NorthernEuropean', 0.0013531799)]
monterey_jack [('LatinAmerican', 0.017911201), ('SouthernEuropean', 0.00063478627)]
carnation [('LatinAmerican', 8.4090141e-05), ('SouthernEuropean', 7.0531809e-05)]
fronds [('African', 0.0017050299), ('NorthernEuropean', 0.0013531799)]
button_mushrooms [('NorthernEuropean', 0.0067658997), ('WesternEuropean', 0.0062001771)]
ahi [('EastAsian', 0.00053799595), ('SouthernEuropean', 7.0531809e-05)]
sushi_nori [('EastAsian', 0.00067249493), ('NorthAmerican', 0.0)]
andouille_sausage [('LatinAmerican', 0.019004373), ('NorthAmerican', 0.00076347531)]
poblano_chilies [('LatinAmerican', 0.0027749748), ('NorthAmerican', 0.0)]
shellfish [('EastAsian', 0.0030934769), ('WesternEuropean', 0.00029524654)]
mushrooms [('NorthernEuropean', 0.023004059), ('EastAsian', 0.018829858)]
seafood_stock [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00050454086)]
mung_bean [('EastAsian', 0.0018829859), ('SoutheastAsian', 0.00083986565)]
kewra_water [('SouthAsian', 0.0016583748), ('NorthAmerican', 0.0)]
yellow_chives [('EastAsian', 0.00080699392), ('NorthAmerican', 0.0)]
unsweetened_soymilk [('SouthAsian', 0.00055279158), ('LatinAmerican', 0.00016818028)]
black_fungus [('EastAsian', 0.00067249493), ('NorthAmerican', 0.0)]
soda [('SouthAsian', 0.0019347706), ('EastAsian', 0.00053799595)]
okra [('LatinAmerican', 0.015893036), ('SouthAsian', 0.0093974574)]
teriyaki_sauce [('EastAsian', 0.0060524545), ('SoutheastAsian', 0.0019596864)]
base [('SoutheastAsian', 0.0036394177), ('EastAsian', 0.0010759919)]
artichok_heart_marin [('SouthernEuropean', 0.0031739315), ('WesternEuropean', 0.00044286979)]
celtic_salt [('African', 0.0017050299), ('SouthernEuropean', 0.00028212724)]
soppressata [('SouthernEuropean', 0.0011285089), ('LatinAmerican', 8.4090141e-05)]
firmly_packed_light_brown_sugar [('WesternEuropean', 0.0016238559), ('SoutheastAsian', 0.0011198209)]
chees_fresco_queso [('LatinAmerican', 0.0026067945), ('SouthernEuropean', 0.00014106362)]
gochugaru [('EastAsian', 0.00403497), ('NorthAmerican', 0.0)]
sugar_syrup [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00016818028)]
bengal_gram [('SouthAsian', 0.0033167496), ('NorthAmerican', 0.0)]
small_pasta [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 8.4090141e-05)]
berries [('LatinAmerican', 0.0012613522), ('WesternEuropean', 0.0010333628)]
rock_salt [('SouthAsian', 0.001381979), ('SoutheastAsian', 0.00083986565)]
pepperoni [('SouthernEuropean', 0.0034560587), ('LatinAmerican', 0.00016818028)]
golden_raisins [('African', 0.04177323), ('NorthernEuropean', 0.01623816)]
arugula [('SouthernEuropean', 0.0095923264), ('African', 0.0059676045)]
pickling_spices [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00073811633)]
pesto_sauce [('SouthernEuropean', 0.001833827), ('WesternEuropean', 0.00014762327)]
balsamic_vinaigrette [('SouthernEuropean', 0.00056425447), ('NorthAmerican', 4.3627162e-05)]
duck_breast_halves [('SoutheastAsian', 0.00055991043), ('WesternEuropean', 0.00044286979)]
dried_navy_beans [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00014762327)]
dhal [('SouthAsian', 0.0030403538), ('NorthAmerican', 0.0)]
italian_seasoning [('SouthernEuropean', 0.024827197), ('WesternEuropean', 0.0014762327)]
whole_allspice [('WesternEuropean', 0.0011809862), ('SouthAsian', 0.0011055832)]
whipped_topping [('WesternEuropean', 0.0017714791), ('SouthernEuropean', 0.00084638171)]
baking_mix [('NorthAmerican', 0.0003490173), ('WesternEuropean', 0.00014762327)]
snapper_fillets [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)]
ramen_noodles [('EastAsian', 0.0073974445), ('NorthernEuropean', 0.0013531799)]
batter [('SouthAsian', 0.0008291874), ('EastAsian', 0.00013449899)]
baby_back_ribs [('EastAsian', 0.00094149297), ('SoutheastAsian', 0.00027995522)]
ruby_port [('WesternEuropean', 0.00073811633), ('EastAsian', 0.00026899797)]
russet [('WesternEuropean', 0.00073811633), ('SouthAsian', 0.00027639579)]
cooking_spray [('SouthernEuropean', 0.042460151), ('African', 0.032395568)]
sorrel [('NorthernEuropean', 0.0054127197), ('LatinAmerican', 0.00033636056)]
nira [('EastAsian', 0.0086079352), ('WesternEuropean', 0.00014762327)]
stir_fry_sauce [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.0010759919)]
new_potatoes [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.0023619724)]
amaretto [('SouthernEuropean', 0.001481168), ('WesternEuropean', 0.00073811633)]
black_mission_figs [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 0.00028212724)]
tortilla_shells [('LatinAmerican', 0.00075681129), ('SoutheastAsian', 0.00027995522)]
frisee [('WesternEuropean', 0.0019191025), ('SouthernEuropean', 0.00042319085)]
kraft_zesty_italian_dressing [('LatinAmerican', 0.00025227043), ('SouthernEuropean', 0.00014106362)]
whole_cloves [('SouthAsian', 0.0071862908), ('African', 0.0034100597)]
duck [('EastAsian', 0.0029589778), ('WesternEuropean', 0.0022143489)]
dates [('African', 0.013640239), ('WesternEuropean', 0.0023619724)]
cake [('NorthernEuropean', 0.0027063598), ('EastAsian', 0.0013449899)]
pink_beans [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
teas [('SouthAsian', 0.0030403538), ('NorthernEuropean', 0.0013531799)]
wheels [('WesternEuropean', 0.00059049309), ('SouthAsian', 0.00027639579)]
quail [('African', 0.0017050299), ('WesternEuropean', 0.00029524654)]
wonton_wrappers [('EastAsian', 0.01466039), ('SoutheastAsian', 0.0030795073)]
serrano_chile [('SouthAsian', 0.025428414), ('SoutheastAsian', 0.015397537)]
green_enchilada_sauce [('LatinAmerican', 0.0026067945), ('NorthAmerican', 0.0)]
stuffing [('LatinAmerican', 0.00050454086), ('EastAsian', 0.00040349696)]
masa_dough [('LatinAmerican', 0.0010090817), ('NorthAmerican', 0.0)]
masa_harina [('LatinAmerican', 0.0080726538), ('NorthAmerican', 8.7254324e-05)]
red_apples [('SouthAsian', 0.00027639579), ('WesternEuropean', 0.00014762327)]
sour_milk [('NorthAmerican', 0.0009816112), ('LatinAmerican', 8.4090141e-05)]
sambal_chile_paste [('SoutheastAsian', 0.00055991043), ('EastAsian', 0.00040349696)]
smoked_fish [('NorthAmerican', 0.00013088148), ('EastAsian', 0.0)]
lard [('EasternEuropean', 0.060367454), ('NorthAmerican', 0.056322668)]
suet [('WesternEuropean', 0.0026572188), ('NorthAmerican', 0.0)]
gala_apples [('WesternEuropean', 0.0011809862), ('EastAsian', 0.00026899797)]
scallions [('EastAsian', 0.13665098), ('SoutheastAsian', 0.070268758)]
hearts_of_romaine [('African', 0.00085251493), ('SouthernEuropean', 0.00042319085)]
confit [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00073811633)]
seitan [('SoutheastAsian', 0.00027995522), ('SouthAsian', 0.00027639579)]
tofu [('SoutheastAsian', 0.012038074), ('EastAsian', 0.011028918)]
spareribs [('EastAsian', 0.0012104909), ('SoutheastAsian', 0.00055991043)]
chocolate_syrup [('WesternEuropean', 0.0010333628), ('SouthernEuropean', 0.00028212724)]
tahini [('EastAsian', 0.0028244788), ('SouthernEuropean', 0.0017632953)]
frozen_lemonade_concentrate [('SouthernEuropean', 0.00028212724), ('LatinAmerican', 0.00016818028)]
color_food_green [('WesternEuropean', 0.0013286094), ('African', 0.00085251493)]
salmon [('NorthernEuropean', 0.036535859), ('EastAsian', 0.016946873)]
chile_de_arbol [('SouthAsian', 0.0033167496), ('LatinAmerican', 0.0013454423)]
baking_spray [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00014762327)]
couscous [('African', 0.12105712), ('SouthAsian', 0.004145937)]
jam [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.0017714791)]
scallop [('WesternEuropean', 0.003838205), ('NorthAmerican', 0.0035119865)]
demi_glace [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 7.0531809e-05)]
brine_cured_green_olives [('African', 0.0017050299), ('WesternEuropean', 0.00029524654)]
bananas [('SoutheastAsian', 0.0092385216), ('LatinAmerican', 0.0052135889)]
pears [('EastAsian', 0.0041694688), ('WesternEuropean', 0.0035429583)]
instant_espresso_powder [('WesternEuropean', 0.0035429583), ('SouthernEuropean', 0.0016222317)]
cornbread_mix [('LatinAmerican', 0.00033636056), ('NorthAmerican', 0.00021813581)]
pita_loaves [('SouthernEuropean', 0.00035265906), ('NorthAmerican', 0.0)]
poultry_seasoning [('SouthernEuropean', 0.0009169135), ('NorthAmerican', 0.00091617042)]
sliced_olives [('LatinAmerican', 0.00092499162), ('NorthAmerican', 0.0)]
chocolate_chips [('WesternEuropean', 0.0011809862), ('LatinAmerican', 0.00033636056)]
cooking_oil [('SoutheastAsian', 0.043113101), ('EastAsian', 0.01735037)]
frozen_whipped_topping [('WesternEuropean', 0.00029524654), ('NorthAmerican', 0.00021813581)]
firmly_packed_brown_sugar [('SoutheastAsian', 0.0033594626), ('WesternEuropean', 0.0017714791)]
white_flour [('WesternEuropean', 0.0014762327), ('NorthernEuropean', 0.0013531799)]
unsalted_pistachios [('NorthernEuropean', 0.0013531799), ('African', 0.00085251493)]
drippings [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00014106362)]
furikake [('EastAsian', 0.0010759919), ('NorthAmerican', 0.0)]
table_salt [('SouthernEuropean', 0.0015516998), ('LatinAmerican', 0.0015136226)]
egg [('EasternEuropean', 0.51706034), ('NorthAmerican', 0.37170342)]
licorice [('NorthernEuropean', 0.0013531799), ('NorthAmerican', 0.00041445805)]
savory [('EasternEuropean', 0.0078740157), ('WesternEuropean', 0.0048715677)]
hanger_steak [('WesternEuropean', 0.00088573957), ('SoutheastAsian', 0.00055991043)]
asadero [('LatinAmerican', 0.0015136226), ('NorthAmerican', 0.0)]
ragu_old_world_style_pasta_sauc [('SouthernEuropean', 0.00077584991), ('LatinAmerican', 0.00058863102)]
pork_sausage [('EasternEuropean', 0.044619422), ('NorthAmerican', 0.020526581)]
emmenthal [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00014106362)]
uncooked_vermicelli [('LatinAmerican', 0.00016818028), ('SouthernEuropean', 0.00014106362)]
fresh_spinach [('SouthAsian', 0.0085682701), ('SouthernEuropean', 0.0080406265)]
candy [('WesternEuropean', 0.0010333628), ('LatinAmerican', 0.00050454086)]
puff_pastry [('WesternEuropean', 0.0047239447), ('NorthernEuropean', 0.0027063598)]
baby_eggplants [('SoutheastAsian', 0.00055991043), ('SouthernEuropean', 0.00021159543)]
potatoes [('NorthernEuropean', 0.089309879), ('SouthAsian', 0.069375344)]
split_peas [('SouthAsian', 0.0008291874), ('WesternEuropean', 0.00044286979)]
millet [('SouthAsian', 0.0008291874), ('WesternEuropean', 0.00029524654)]
leeks [('WesternEuropean', 0.02849129), ('NorthernEuropean', 0.012178619)]
deep_dish_pie_crust [('WesternEuropean', 0.00014762327), ('NorthAmerican', 0.00013088148)]
tostadas [('LatinAmerican', 0.0012613522), ('NorthAmerican', 0.0)]
penne_pasta [('SouthernEuropean', 0.011144026), ('LatinAmerican', 0.001177262)]
camembert_cheese [('WesternEuropean', 0.0011809862), ('NorthAmerican', 8.7254324e-05)]
angel_food_cake [('SouthernEuropean', 0.00028212724), ('WesternEuropean', 0.00014762327)]
persimmon [('EastAsian', 0.00040349696), ('SouthAsian', 0.00027639579)]
whitefish [('SoutheastAsian', 0.0022396417), ('African', 0.0017050299)]
meat [('EasternEuropean', 0.036745407), ('MiddleEastern', 0.018604651)]
cassava [('African', 0.0025575447), ('SoutheastAsian', 0.0016797313)]
kewpie_mayonnaise [('EastAsian', 0.00080699392), ('NorthAmerican', 0.0)]
chestnut_mushrooms [('WesternEuropean', 0.00059049309), ('EastAsian', 0.00040349696)]
lemongrass [('SoutheastAsian', 0.12094065), ('MiddleEastern', 0.0031007752)]
salami [('SouthernEuropean', 0.0028918041), ('NorthernEuropean', 0.0013531799)]
juice [('SoutheastAsian', 0.0083986558), ('SouthAsian', 0.0071862908)]
caviar [('NorthernEuropean', 0.013531799), ('EasternEuropean', 0.0052493438)]
nuoc_cham [('SoutheastAsian', 0.0025195968), ('NorthAmerican', 0.0)]
louisiana_hot_sauce [('LatinAmerican', 0.0013454423), ('NorthAmerican', 8.7254324e-05)]
adobo_sauce [('LatinAmerican', 0.0072317524), ('SoutheastAsian', 0.00027995522)]
prepared_lasagne [('SouthernEuropean', 0.00077584991), ('LatinAmerican', 8.4090141e-05)]
chili_powder [('SouthAsian', 0.13405196), ('LatinAmerican', 0.11049445)]
oat [('NorthAmerican', 0.026525315), ('NorthernEuropean', 0.0081190802)]
prosciutto [('SouthernEuropean', 0.018549865), ('WesternEuropean', 0.0022143489)]
soba [('EastAsian', 0.0036314728), ('SoutheastAsian', 0.00083986565)]
kielbasa [('LatinAmerican', 0.0013454423), ('WesternEuropean', 0.00059049309)]
turnip [('MiddleEastern', 0.012403101), ('EasternEuropean', 0.0078740157)]
tomatoes_with_juice [('LatinAmerican', 0.0031113354), ('NorthernEuropean', 0.0027063598)]
free_range_eggs [('WesternEuropean', 0.00059049309), ('SoutheastAsian', 0.00027995522)]
tabasco_pepper [('NorthAmerican', 0.017450865), ('EasternEuropean', 0.01312336)]
heirloom_tomatoes [('SouthernEuropean', 0.0019043589), ('LatinAmerican', 0.00050454086)]
macaroni [('SouthernEuropean', 0.07208351), ('NorthAmerican', 0.043125451)]
pigeon_peas [('SouthAsian', 0.0016583748), ('LatinAmerican', 0.00025227043)]
rotini [('SouthernEuropean', 0.003667654), ('LatinAmerican', 0.00067272113)]
cabernet_sauvignon [('WesternEuropean', 0.00088573957), ('SouthernEuropean', 0.00014106362)]
yuzu [('EastAsian', 0.00067249493), ('NorthAmerican', 0.0)]
adobo [('LatinAmerican', 0.00067272113), ('SoutheastAsian', 0.00055991043)]
cold_water [('NorthernEuropean', 0.024357239), ('EastAsian', 0.019233355)]
guajillo [('LatinAmerican', 0.0010931719), ('NorthAmerican', 0.0)]
rapeseed_oil [('SouthAsian', 0.0019347706), ('NorthernEuropean', 0.0013531799)]
sauerkraut [('EasternEuropean', 0.073490813), ('NorthernEuropean', 0.023004059)]
smoked_salmon [('NorthernEuropean', 0.0067658997), ('EasternEuropean', 0.0052493438)]
whole_nutmegs [('African', 0.00085251493), ('SouthAsian', 0.0008291874)]
soft_shelled_crabs [('WesternEuropean', 0.00029524654), ('EastAsian', 0.00013449899)]
cool_whip [('NorthernEuropean', 0.0040595401), ('LatinAmerican', 0.00016818028)]
french_fried_onions [('SouthAsian', 0.0022111663), ('SoutheastAsian', 0.00055991043)]
refrigerated_piecrusts [('WesternEuropean', 0.0020667256), ('NorthAmerican', 0.0010470519)]
golden_delicious_apples [('WesternEuropean', 0.0032477118), ('NorthernEuropean', 0.0013531799)]
fermented_black_beans [('EastAsian', 0.0048419638), ('NorthAmerican', 0.0)]
tilapia_fillets [('LatinAmerican', 0.0036999665), ('SoutheastAsian', 0.0027995522)]
toasted_pecans [('WesternEuropean', 0.00073811633), ('NorthAmerican', 0.00030539013)]
apricot [('African', 0.095481671), ('EasternEuropean', 0.047244094)]
sorbet [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00028212724)]
ditalini_pasta [('SouthernEuropean', 0.0010579771), ('LatinAmerican', 0.00016818028)]
old_el_paso_chopped_green_chiles [('LatinAmerican', 0.0010090817), ('NorthAmerican', 0.0)]
prego_traditional_italian_sauce [('SouthernEuropean', 0.00028212724), ('LatinAmerican', 8.4090141e-05)]
frozen_spinach [('SouthAsian', 0.0030403538), ('SouthernEuropean', 0.002186486)]
dried_dates [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)]
tortillas [('LatinAmerican', 0.017743021), ('NorthernEuropean', 0.0013531799)]
serrano [('SouthAsian', 0.0024875621), ('LatinAmerican', 0.001177262)]
reduced_sodium_tamari_sauce [('EastAsian', 0.00080699392), ('SoutheastAsian', 0.00027995522)]
mandarin [('NorthAmerican', 0.0059332941), ('EastAsian', 0.0044384669)]
crumbs [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00049372268)]
black_peppercorns [('SouthAsian', 0.033720288), ('SoutheastAsian', 0.019596865)]
roasted_cashews [('SouthAsian', 0.0038695412), ('SoutheastAsian', 0.0022396417)]
urad_dal [('SouthAsian', 0.018242123), ('EastAsian', 0.00026899797)]
kale [('SouthernEuropean', 0.0080406265), ('NorthernEuropean', 0.0054127197)]
shredded_colby [('LatinAmerican', 0.00033636056), ('SoutheastAsian', 0.00027995522)]
chipotle_paste [('LatinAmerican', 0.00058863102), ('NorthAmerican', 0.0)]
haricots_verts [('WesternEuropean', 0.0047239447), ('SoutheastAsian', 0.0016797313)]
plain_flour [('NorthernEuropean', 0.0081190802), ('WesternEuropean', 0.0070859166)]
russet_potatoes [('NorthernEuropean', 0.014884979), ('WesternEuropean', 0.012400354)]
muscovado_sugar [('WesternEuropean', 0.0014762327), ('SoutheastAsian', 0.0013997761)]
grated_pecorino [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 0.0)]
lardons [('WesternEuropean', 0.00088573957), ('NorthAmerican', 2.1813581e-05)]
carrots [('SoutheastAsian', 0.13969764), ('African', 0.13213982)]
toast [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00088573957)]
oxtails [('SoutheastAsian', 0.0041993279), ('NorthernEuropean', 0.0013531799)]
asafoetida [('SouthAsian', 0.018518519), ('EastAsian', 0.00080699392)]
black_pepper [('EasternEuropean', 0.23097113), ('MiddleEastern', 0.2248062)]
green_olives [('African', 0.03836317), ('SouthernEuropean', 0.0062773312)]
chipotle_peppers [('LatinAmerican', 0.005297679), ('SoutheastAsian', 0.00027995522)]
coriander [('SouthAsian', 0.40049753), ('African', 0.30349532)]
spring_roll_wrappers [('SoutheastAsian', 0.0097984327), ('EastAsian', 0.0026899797)]
unbleached_flour [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)]
split_black_lentils [('SouthAsian', 0.0038695412), ('NorthAmerican', 0.0)]
baking_soda [('NorthernEuropean', 0.032476321), ('WesternEuropean', 0.030115146)]
grill_seasoning [('SouthAsian', 0.00027639579), ('SouthernEuropean', 0.00021159543)]
frozen_mixed_vegetables [('African', 0.00085251493), ('SouthAsian', 0.0008291874)]
pinto_beans [('LatinAmerican', 0.012697612), ('African', 0.00085251493)]
ritz_crackers [('LatinAmerican', 0.00025227043), ('NorthAmerican', 6.5440741e-05)]
bulb [('SoutheastAsian', 0.00055991043), ('SouthAsian', 0.00027639579)]
liqueur [('SouthernEuropean', 0.0009169135), ('WesternEuropean', 0.00088573957)]
trout_fillet [('African', 0.00085251493), ('SoutheastAsian', 0.00083986565)]
alfredo_sauce [('SouthernEuropean', 0.0030328678), ('LatinAmerican', 0.00033636056)]
thin_pizza_crust [('SouthernEuropean', 0.00077584991), ('LatinAmerican', 0.00025227043)]
chayotes [('SoutheastAsian', 0.0027995522), ('LatinAmerican', 0.0016818029)]
cream [('NorthernEuropean', 0.34100136), ('EasternEuropean', 0.29133859)]
self_rising_flour [('WesternEuropean', 0.0062001771), ('NorthAmerican', 0.002813952)]
diced_green_chilies [('LatinAmerican', 0.008577195), ('SouthAsian', 0.00055279158)]
crabmeat [('LatinAmerican', 0.0023545241), ('SoutheastAsian', 0.0022396417)]
ancho [('African', 0.00085251493), ('LatinAmerican', 0.00075681129)]
tamarind [('SoutheastAsian', 0.035554312), ('SouthAsian', 0.032614704)]
tostada_shells [('LatinAmerican', 0.0020181634), ('NorthAmerican', 0.0)]
kosher_salt [('African', 0.078431375), ('SouthAsian', 0.069375344)]
chilegarlic_sauce [('EastAsian', 0.00094149297), ('SoutheastAsian', 0.00083986565)]
marinade [('EastAsian', 0.0051109619), ('SoutheastAsian', 0.0033594626)]
saltines [('LatinAmerican', 0.00075681129), ('NorthAmerican', 0.00050171238)]
crme_de_cassis [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00021159543)]
zesty_italian_dressing [('SouthernEuropean', 0.00084638171), ('LatinAmerican', 0.00033636056)]
vegetable_oil [('EasternEuropean', 0.2152231), ('MiddleEastern', 0.20465116)]
chiles [('SoutheastAsian', 0.02043673), ('SouthAsian', 0.012990602)]
cola [('EastAsian', 0.00026899797), ('LatinAmerican', 0.00016818028)]
golden_caster_sugar [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00067249493)]
asafoetida_powder [('SouthAsian', 0.0091210613), ('NorthAmerican', 0.0)]
cooked_rigatoni [('SouthernEuropean', 0.00063478627), ('NorthAmerican', 0.0)]
jumbo_pasta_shells [('SouthernEuropean', 0.0026096769), ('LatinAmerican', 0.00058863102)]
lima_beans [('African', 0.0017050299), ('LatinAmerican', 0.00050454086)]
stilton [('WesternEuropean', 0.0013286094), ('NorthAmerican', 0.0)]
_sliced [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
chardonnay [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 0.00042319085)]
fillets [('SoutheastAsian', 0.0027995522), ('SouthAsian', 0.0024875621)]
leg_quarters [('WesternEuropean', 0.00029524654), ('SoutheastAsian', 0.00027995522)]
halibut_steak [('SouthAsian', 0.00055279158), ('SoutheastAsian', 0.00027995522)]
golden_syrup [('WesternEuropean', 0.0031000886), ('SoutheastAsian', 0.00027995522)]
linguine [('SouthernEuropean', 0.01403583), ('SoutheastAsian', 0.0050391937)]
golden_beets [('SouthernEuropean', 0.00035265906), ('EastAsian', 0.00013449899)]
apple [('NorthAmerican', 0.049691338), ('MiddleEastern', 0.048062015)]
medium_firm_tofu [('EastAsian', 0.0016139878), ('SoutheastAsian', 0.00027995522)]
fillet_red_snapper [('LatinAmerican', 0.0010090817), ('SouthernEuropean', 0.0009169135)]
miso_paste [('EastAsian', 0.0092804302), ('SoutheastAsian', 0.00055991043)]
tawny_port [('African', 0.0017050299), ('WesternEuropean', 0.0013286094)]
saffron [('African', 0.13981244), ('SouthAsian', 0.036484245)]
flavored_oil [('EastAsian', 0.00067249493), ('SoutheastAsian', 0.00027995522)]
roasting_chickens [('African', 0.0025575447), ('LatinAmerican', 0.0016818029)]
oyster [('EastAsian', 0.069670476), ('SoutheastAsian', 0.034994401)]
navy_beans [('African', 0.00085251493), ('SouthernEuropean', 0.00077584991)]
low_sodium_worcestershire_sauce [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00042045073)]
carbonated_water [('SouthernEuropean', 0.00056425447), ('SouthAsian', 0.00027639579)]
grape_juice [('NorthAmerican', 0.012477368), ('MiddleEastern', 0.012403101)]
lychees [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.00013449899)]
sweet_peas [('NorthernEuropean', 0.0054127197), ('SouthAsian', 0.00055279158)]
country_crock_spread [('LatinAmerican', 0.0010931719), ('WesternEuropean', 0.00014762327)]
gnocchi [('SouthernEuropean', 0.0028918041), ('NorthAmerican', 0.0)]
dumplings [('EastAsian', 0.0018829859), ('SoutheastAsian', 0.00083986565)]
asiago [('SouthernEuropean', 0.005148822), ('WesternEuropean', 0.00088573957)]
sesame_seed [('MiddleEastern', 0.040310077), ('EastAsian', 0.024882313)]
rosemary [('SouthernEuropean', 0.06792213), ('WesternEuropean', 0.03439622)]
oven_ready_lasagna_noodles [('SouthernEuropean', 0.0031033996), ('LatinAmerican', 8.4090141e-05)]
ginger [('SouthAsian', 0.4806523), ('EastAsian', 0.4145259)]
coarse_kosher_salt [('African', 0.0017050299), ('SouthAsian', 0.0016583748)]
yolk [('WesternEuropean', 0.00059049309), ('EastAsian', 0.00026899797)]
maple_syrup [('NorthAmerican', 0.011015859), ('WesternEuropean', 0.0056096842)]
gaeta_olives [('SouthernEuropean', 0.00042319085), ('WesternEuropean', 0.00014762327)]
hash_brown [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)]
pernod [('WesternEuropean', 0.0023619724), ('SouthernEuropean', 0.00028212724)]
truffle [('SouthernEuropean', 0.003667654), ('NorthernEuropean', 0.0027063598)]
semi_sweet_chocolate_morsels [('WesternEuropean', 0.0022143489), ('SouthernEuropean', 0.0015516998)]
dried_guajillo_chiles [('LatinAmerican', 0.0016818029), ('SoutheastAsian', 0.00027995522)]
40_less_sodium_taco_seasoning_mix [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
chard [('EastAsian', 0.00053799595), ('WesternEuropean', 0.00029524654)]
splenda [('SoutheastAsian', 0.0019596864), ('EastAsian', 0.00067249493)]
french_rolls [('LatinAmerican', 0.00033636056), ('SouthernEuropean', 0.00021159543)]
orange_peel [('MiddleEastern', 0.023255814), ('NorthAmerican', 0.0092271445)]
roasted_pistachios [('African', 0.00085251493), ('SouthernEuropean', 0.00028212724)]
dried_red_chile_peppers [('SouthAsian', 0.012990602), ('EastAsian', 0.0039004707)]
rounds [('EastAsian', 0.00040349696), ('SouthAsian', 0.00027639579)]
msg [('EastAsian', 0.0024209819), ('SoutheastAsian', 0.0011198209)]
instant_espresso [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 0.00049372268)]
fine_sea_salt [('WesternEuropean', 0.0094478894), ('SouthernEuropean', 0.0060657356)]
achiote_paste [('LatinAmerican', 0.00092499162), ('NorthAmerican', 0.0)]
carob [('NorthAmerican', 0.00015269507), ('EastAsian', 0.0)]
bean [('EastAsian', 0.052589107), ('SoutheastAsian', 0.046192609)]
white_sugar [('SoutheastAsian', 0.030795073), ('EastAsian', 0.026227303)]
preserves [('NorthernEuropean', 0.0013531799), ('African', 0.00085251493)]
shelled_pistachios [('African', 0.0034100597), ('WesternEuropean', 0.00059049309)]
green_apples [('WesternEuropean', 0.00044286979), ('SouthernEuropean', 0.00021159543)]
pickled_jalapenos [('LatinAmerican', 0.0019340733), ('SoutheastAsian', 0.00027995522)]
pimento [('African', 0.0059676045), ('NorthAmerican', 0.0047771744)]
jalape [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00050454086)]
dulce_de_leche [('LatinAmerican', 0.00025227043), ('WesternEuropean', 0.00014762327)]
mild_green_chiles [('African', 0.00085251493), ('LatinAmerican', 0.00084090146)]
kefir [('NorthernEuropean', 0.0027063598), ('SoutheastAsian', 0.00027995522)]
nectarine [('NorthAmerican', 0.0009816112), ('WesternEuropean', 0.00029524654)]
hazelnut [('EasternEuropean', 0.026246719), ('MiddleEastern', 0.013953488)]
black_bean [('LatinAmerican', 0.018163471), ('NorthAmerican', 0.0048426152)]
thai_noodles [('SoutheastAsian', 0.0027995522), ('NorthAmerican', 0.0)]
sugar_cane [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00016818028)]
catalina_dressing [('LatinAmerican', 0.00058863102), ('NorthAmerican', 2.1813581e-05)]
browning [('EastAsian', 0.00080699392), ('LatinAmerican', 0.00067272113)]
cantaloupe [('SoutheastAsian', 0.0011198209), ('SouthernEuropean', 0.00077584991)]
mirin [('EastAsian', 0.06563551), ('SoutheastAsian', 0.0036394177)]
hamburger_buns [('African', 0.0025575447), ('SoutheastAsian', 0.0019596864)]
baby_arugula [('SouthernEuropean', 0.0026802088), ('WesternEuropean', 0.00044286979)]
radishes [('SoutheastAsian', 0.014557671), ('NorthernEuropean', 0.010825439)]
eggplant [('African', 0.028985508), ('SouthernEuropean', 0.01946678)]
kecap_manis [('SoutheastAsian', 0.0025195968), ('EastAsian', 0.0010759919)]
rotel_tomatoes [('LatinAmerican', 0.0021863438), ('NorthAmerican', 0.0)]
chile_powder [('LatinAmerican', 0.006390851), ('SouthAsian', 0.004145937)]
roux [('LatinAmerican', 0.00075681129), ('EastAsian', 0.00013449899)]
chiffonade [('SouthAsian', 0.00027639579), ('EastAsian', 0.00026899797)]
sea_scallops [('WesternEuropean', 0.0041334513), ('SouthernEuropean', 0.0028918041)]
peppermint [('NorthAmerican', 0.0030539013), ('NorthernEuropean', 0.0013531799)]
sweet_vermouth [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 0.00042319085)]
chickpeas [('African', 0.10826939), ('SouthAsian', 0.0395246)]
soba_noodles [('EastAsian', 0.0080699399), ('SoutheastAsian', 0.0022396417)]
ketchup [('EastAsian', 0.020712845), ('SoutheastAsian', 0.014837626)]
juniper_berries [('WesternEuropean', 0.0016238559), ('African', 0.00085251493)]
gherkins [('NorthernEuropean', 0.0054127197), ('WesternEuropean', 0.00014762327)]
sweetener [('SouthAsian', 0.0008291874), ('SoutheastAsian', 0.00055991043)]
fat_free_frozen_top_whip [('SouthernEuropean', 0.00042319085), ('WesternEuropean', 0.00029524654)]
yogurt [('SouthAsian', 0.18767275), ('MiddleEastern', 0.088372096)]
dinner_rolls [('SouthAsian', 0.0008291874), ('LatinAmerican', 0.00033636056)]
amaretto_liqueur [('SouthernEuropean', 0.00028212724), ('SouthAsian', 0.00027639579)]
sugar_substitute [('EastAsian', 0.00040349696), ('SoutheastAsian', 0.00027995522)]
vinegar [('EasternEuropean', 0.1312336), ('NorthAmerican', 0.12712955)]
no_salt_added_diced_tomatoes [('NorthernEuropean', 0.0013531799), ('African', 0.00085251493)]
asian_eggplants [('SoutheastAsian', 0.0019596864), ('African', 0.00085251493)]
prawn [('SoutheastAsian', 0.0061590145), ('African', 0.0017050299)]
salsa_verde [('LatinAmerican', 0.010847629), ('SouthernEuropean', 0.00028212724)]
southern_comfort [('NorthAmerican', 0.00013088148), ('EastAsian', 0.0)]
_drained_and_chopped [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
chinese_rock_sugar [('EastAsian', 0.00053799595), ('SoutheastAsian', 0.00027995522)]
swordfish_steaks [('African', 0.0042625745), ('SouthernEuropean', 0.00098744535)]
anchovy_paste [('SouthernEuropean', 0.0034560587), ('WesternEuropean', 0.0016238559)]
kimchi [('EastAsian', 0.014391392), ('SoutheastAsian', 0.00027995522)]
patis [('SoutheastAsian', 0.0025195968), ('NorthAmerican', 0.0)]
molasses [('NorthernEuropean', 0.0040595401), ('SoutheastAsian', 0.0025195968)]
soft_taco_size_flour_tortillas [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
nori [('EastAsian', 0.012911903), ('NorthAmerican', 0.0)]
tomato_juice [('EasternEuropean', 0.0078740157), ('MiddleEastern', 0.0046511628)]
white_miso [('EastAsian', 0.008742434), ('SoutheastAsian', 0.0011198209)]
red_radishes [('EastAsian', 0.00053799595), ('LatinAmerican', 0.00042045073)]
dry_rub [('SoutheastAsian', 0.00027995522), ('NorthAmerican', 8.7254324e-05)]
espresso [('SoutheastAsian', 0.0011198209), ('SouthernEuropean', 0.00063478627)]
hellmann_or_best_food_real_mayonnais [('LatinAmerican', 0.0017658931), ('SoutheastAsian', 0.00083986565)]
bartlett_pear [('NorthAmerican', 0.00037083088), ('WesternEuropean', 0.00029524654)]
pig [('NorthernEuropean', 0.0013531799), ('SoutheastAsian', 0.00083986565)]
piloncillo [('LatinAmerican', 0.0018499832), ('NorthAmerican', 0.0)]
idli [('SouthAsian', 0.001381979), ('NorthAmerican', 0.0)]
frozen_edamame_beans [('SoutheastAsian', 0.0016797313), ('EastAsian', 0.0013449899)]
black_currant [('EasternEuropean', 0.0026246719), ('NorthAmerican', 0.00017450865)]
ground_walnuts [('African', 0.0017050299), ('NorthernEuropean', 0.0013531799)]
sesame_paste [('EastAsian', 0.0022864828), ('African', 0.00085251493)]
french_fries [('WesternEuropean', 0.00059049309), ('SoutheastAsian', 0.00027995522)]
pork [('SoutheastAsian', 0.1399776), ('EastAsian', 0.13503699)]
broad_beans [('NorthernEuropean', 0.0013531799), ('African', 0.00085251493)]
sweet_potato [('MiddleEastern', 0.023255814), ('African', 0.009377664)]
black_eyed_peas [('NorthAmerican', 0.0031629694), ('LatinAmerican', 0.0030272452)]
cranberry [('NorthAmerican', 0.019152325), ('EasternEuropean', 0.0052493438)]
poppy_seeds [('NorthernEuropean', 0.013531799), ('SouthAsian', 0.0088446653)]
dried_mixed_herbs [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00028212724)]
taco_shells [('LatinAmerican', 0.0052135889), ('EastAsian', 0.00013449899)]
seaweed [('EastAsian', 0.031069268), ('NorthAmerican', 0.00028357655)]
beef_liver [('EastAsian', 0.00026899797), ('NorthAmerican', 0.00015269507)]
chicken [('SoutheastAsian', 0.38633817), ('African', 0.36999148)]
chive [('EasternEuropean', 0.044619422), ('NorthAmerican', 0.02253343)]
jack_daniels [('WesternEuropean', 0.00014762327), ('NorthAmerican', 0.00010906791)]
part_skim_mozzarella [('SouthernEuropean', 0.0015516998), ('African', 0.00085251493)]
roasted_hazelnuts [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.0009169135)]
bass_fillets [('SouthernEuropean', 0.00028212724), ('WesternEuropean', 0.00014762327)]
fish [('SoutheastAsian', 0.46360582), ('EastAsian', 0.091728315)]
egg_noodle [('EasternEuropean', 0.060367454), ('MiddleEastern', 0.015503876)]
banger [('WesternEuropean', 0.0010333628), ('NorthAmerican', 0.0)]
truffles [('WesternEuropean', 0.00044286979), ('SouthernEuropean', 0.00014106362)]
gelatin [('NorthAmerican', 0.02813952), ('NorthernEuropean', 0.014884979)]
oil_cured_olives [('African', 0.0025575447), ('SouthernEuropean', 0.00042319085)]
crushed_ice [('LatinAmerican', 0.0018499832), ('SoutheastAsian', 0.0016797313)]
calvados [('WesternEuropean', 0.0028048421), ('SouthernEuropean', 0.00014106362)]
cavatappi [('SouthernEuropean', 0.00063478627), ('LatinAmerican', 0.00016818028)]
maple_sugar [('WesternEuropean', 0.00059049309), ('SoutheastAsian', 0.00027995522)]
canola [('EastAsian', 0.0018829859), ('SoutheastAsian', 0.0013997761)]
chocolate_morsels [('WesternEuropean', 0.0011809862), ('SouthernEuropean', 0.00028212724)]
wonton_skins [('EastAsian', 0.00080699392), ('SoutheastAsian', 0.00027995522)]
gorgonzola [('SouthernEuropean', 0.0019043589), ('WesternEuropean', 0.00029524654)]
miniature_semisweet_chocolate_chips [('SouthernEuropean', 0.00028212724), ('NorthAmerican', 2.1813581e-05)]
roasted_almonds [('SouthernEuropean', 0.00035265906), ('NorthAmerican', 0.0)]
firm_tofu [('SoutheastAsian', 0.016237402), ('EastAsian', 0.01613988)]
dashi [('EastAsian', 0.016946873), ('LatinAmerican', 8.4090141e-05)]
wholemeal_flour [('African', 0.00085251493), ('SouthAsian', 0.00055279158)]
doenzang [('EastAsian', 0.00080699392), ('NorthAmerican', 0.0)]
brown_lentils [('African', 0.0059676045), ('SouthAsian', 0.0035931454)]
fresh_cranberries [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00088573957)]
tandoori_seasoning [('SouthAsian', 0.001381979), ('NorthAmerican', 0.0)]
dijon [('WesternEuropean', 0.00044286979), ('LatinAmerican', 8.4090141e-05)]
roasted_chestnuts [('WesternEuropean', 0.00044286979), ('EastAsian', 0.00013449899)]
rum [('EasternEuropean', 0.018372703), ('WesternEuropean', 0.01402421)]
granola [('LatinAmerican', 0.00084090146), ('NorthAmerican', 2.1813581e-05)]
small_red_beans [('LatinAmerican', 0.00075681129), ('EastAsian', 0.00013449899)]
mincemeat [('WesternEuropean', 0.0013286094), ('LatinAmerican', 8.4090141e-05)]
salted_roast_peanuts [('SoutheastAsian', 0.0067189252), ('EastAsian', 0.00053799595)]
walnuts [('NorthernEuropean', 0.013531799), ('SouthernEuropean', 0.0038792496)]
crackers [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00088573957)]
pizza_doughs [('SouthernEuropean', 0.0075469036), ('LatinAmerican', 0.00058863102)]
stuffing_mix [('SouthernEuropean', 0.00028212724), ('LatinAmerican', 8.4090141e-05)]
round_steaks [('EastAsian', 0.0010759919), ('WesternEuropean', 0.00059049309)]
queso_blanco [('LatinAmerican', 0.00084090146), ('NorthAmerican', 0.0)]
spaghetti [('SouthernEuropean', 0.021512203), ('SoutheastAsian', 0.0022396417)]
balm [('SoutheastAsian', 0.00083986565), ('NorthAmerican', 6.5440741e-05)]
(10_oz.)_frozen_chopped_spinach [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
superfine_sugar [('WesternEuropean', 0.0031000886), ('NorthernEuropean', 0.0027063598)]
crusty_rolls [('WesternEuropean', 0.00044286979), ('LatinAmerican', 8.4090141e-05)]
old_el_paso_enchilada_sauce [('LatinAmerican', 0.00075681129), ('NorthAmerican', 0.0)]
corn_flake [('NorthAmerican', 0.0046026655), ('MiddleEastern', 0.0031007752)]
duck_breasts [('EastAsian', 0.0013449899), ('SoutheastAsian', 0.0011198209)]
crescent_rolls [('LatinAmerican', 0.00050454086), ('WesternEuropean', 0.00014762327)]
orzo [('SouthernEuropean', 0.0057836082), ('African', 0.0025575447)]
khoa [('SouthAsian', 0.0022111663), ('EastAsian', 0.00013449899)]
shrimp [('SoutheastAsian', 0.1643337), ('EastAsian', 0.095494285)]
concord_grape [('NorthAmerican', 0.00026176297), ('EastAsian', 0.0)]
baton [('SoutheastAsian', 0.00083986565), ('WesternEuropean', 0.00029524654)]
emerils_original_essence [('LatinAmerican', 0.00033636056), ('NorthAmerican', 2.1813581e-05)]
goji_berries [('EastAsian', 0.00053799595), ('LatinAmerican', 0.00025227043)]
pectin [('WesternEuropean', 0.00029524654), ('SoutheastAsian', 0.00027995522)]
guanciale [('SouthernEuropean', 0.0013401044), ('NorthAmerican', 4.3627162e-05)]
milk_fat [('EasternEuropean', 0.057742782), ('WesternEuropean', 0.021110127)]
aai_powder [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
spinach [('SouthAsian', 0.017412934), ('SouthernEuropean', 0.010438708)]
lumpia_wrappers [('SoutheastAsian', 0.0044792835), ('NorthAmerican', 0.0)]
madras_curry_powder [('SouthAsian', 0.0060807075), ('SoutheastAsian', 0.00083986565)]
champagne_wine [('EasternEuropean', 0.0078740157), ('NorthAmerican', 0.0016360186)]
hot_smoked_paprika [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 0.00016818028)]
chinese_noodles [('EastAsian', 0.0025554809), ('SoutheastAsian', 0.00083986565)]
ground_round [('SouthernEuropean', 0.0019043589), ('LatinAmerican', 0.0014295324)]
whole_grain_wheat_flour [('NorthAmerican', 0.013393539), ('MiddleEastern', 0.012403101)]
pitted_black_olives [('African', 0.0034100597), ('SouthernEuropean', 0.0021159542)]
chopped_nuts [('NorthernEuropean', 0.0013531799), ('SouthAsian', 0.00055279158)]
black_gram [('SouthAsian', 0.0019347706), ('EastAsian', 0.00013449899)]
borlotti_beans [('SouthernEuropean', 0.00035265906), ('NorthAmerican', 0.0)]
capicola [('SouthernEuropean', 0.00028212724), ('LatinAmerican', 0.00016818028)]
rye_flour [('NorthernEuropean', 0.028416779), ('EasternEuropean', 0.010498688)]
starch [('EastAsian', 0.05057162), ('MiddleEastern', 0.048062015)]
konbu [('EastAsian', 0.008742434), ('SoutheastAsian', 0.00027995522)]
pitas [('African', 0.0025575447), ('SouthernEuropean', 0.0023980816)]
chvre [('African', 0.00085251493), ('WesternEuropean', 0.00044286979)]
sweet_pickle [('SoutheastAsian', 0.00083986565), ('LatinAmerican', 0.00042045073)]
seasoning_salt [('LatinAmerican', 0.0030272452), ('NorthernEuropean', 0.0013531799)]
whiskey [('EasternEuropean', 0.010498688), ('WesternEuropean', 0.010186005)]
baked_beans [('WesternEuropean', 0.00044286979), ('SouthAsian', 0.00027639579)]
lasagna_noodles [('SouthernEuropean', 0.013824235), ('NorthernEuropean', 0.0013531799)]
sanding_sugar [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00025227043)]
nopalitos [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
baby_potatoes [('SouthAsian', 0.0027639579), ('WesternEuropean', 0.00059049309)]
hand [('African', 0.0017050299), ('SouthAsian', 0.0008291874)]
snow_peas [('EastAsian', 0.016274378), ('SoutheastAsian', 0.014837626)]
shiro_miso [('EastAsian', 0.0013449899), ('SoutheastAsian', 0.00027995522)]
quick_cooking_oats [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00042319085)]
cornbread_stuffing_mix [('NorthAmerican', 0.00010906791), ('LatinAmerican', 8.4090141e-05)]
flour_for_dusting [('NorthernEuropean', 0.0027063598), ('SouthernEuropean', 0.0016222317)]
kumquats [('WesternEuropean', 0.00059049309), ('LatinAmerican', 0.00033636056)]
italian_seasoned_breadcrumbs [('SouthernEuropean', 0.0016927634), ('NorthernEuropean', 0.0013531799)]
bouillon [('NorthernEuropean', 0.0013531799), ('LatinAmerican', 0.00050454086)]
passata [('SouthAsian', 0.0035931454), ('NorthernEuropean', 0.0013531799)]
salad [('SoutheastAsian', 0.0033594626), ('African', 0.0017050299)]
penne_rigate [('SouthernEuropean', 0.0011990408), ('African', 0.00085251493)]
creole_style_seasoning [('LatinAmerican', 0.00042045073), ('SouthernEuropean', 0.00014106362)]
angel_hair [('SouthernEuropean', 0.0046550995), ('African', 0.0017050299)]
raisin [('EasternEuropean', 0.078740157), ('MiddleEastern', 0.062015504)]
biscuit_mix [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00044286979)]
sandwiches [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00016818028)]
fresh_mozzarella [('SouthernEuropean', 0.0067005218), ('EastAsian', 0.00013449899)]
bok_choy [('EastAsian', 0.01062542), ('SoutheastAsian', 0.010358343)]
red_enchilada_sauce [('LatinAmerican', 0.0054658595), ('NorthAmerican', 0.0)]
basmati [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00016818028)]
corn_grit [('LatinAmerican', 0.0042045075), ('EasternEuropean', 0.0026246719)]
brown_gravy_mix [('WesternEuropean', 0.00014762327), ('LatinAmerican', 8.4090141e-05)]
croutons [('SouthernEuropean', 0.0019043589), ('WesternEuropean', 0.00088573957)]
queso_fresco [('LatinAmerican', 0.01177262), ('SouthernEuropean', 7.0531809e-05)]
tapioca [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.00013449899)]
gluten_free_all_purpose_flour [('SouthAsian', 0.00027639579), ('EastAsian', 0.00013449899)]
chinese_eggplants [('EastAsian', 0.00094149297), ('SoutheastAsian', 0.00083986565)]
self_rising_cake_flour [('WesternEuropean', 0.00044286979), ('EastAsian', 0.00013449899)]
flat_iron_steaks [('LatinAmerican', 0.00042045073), ('SoutheastAsian', 0.00027995522)]
dried_pappardelle [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 0.0)]
sauce [('EastAsian', 0.017081372), ('SoutheastAsian', 0.01343785)]
fritos [('LatinAmerican', 0.00075681129), ('NorthAmerican', 0.0)]
hoisin_sauce [('EastAsian', 0.045191661), ('SoutheastAsian', 0.024916014)]
mahi_mahi_fillets [('LatinAmerican', 0.00058863102), ('SoutheastAsian', 0.00027995522)]
chillies [('SouthAsian', 0.012990602), ('SoutheastAsian', 0.0083986558)]
yellow_rock_sugar [('SoutheastAsian', 0.0022396417), ('EastAsian', 0.00080699392)]
smoked_kielbasa [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.00014762327)]
low_moisture_mozzarella [('SouthernEuropean', 0.00035265906), ('NorthAmerican', 0.0)]
bitter_orange [('WesternEuropean', 0.0023619724), ('NorthernEuropean', 0.0013531799)]
queso_asadero [('LatinAmerican', 0.00075681129), ('NorthAmerican', 0.0)]
refried_black_beans [('LatinAmerican', 0.00075681129), ('NorthAmerican', 0.0)]
bocconcini [('SouthernEuropean', 0.0011990408), ('NorthAmerican', 0.0)]
pace_picante_sauce [('LatinAmerican', 0.001177262), ('NorthAmerican', 0.0)]
daal [('SouthAsian', 0.0016583748), ('EastAsian', 0.00040349696)]
espresso_beans [('SouthernEuropean', 0.00028212724), ('WesternEuropean', 0.00014762327)]
compote [('SouthernEuropean', 0.00021159543), ('WesternEuropean', 0.00014762327)]
goat [('SouthAsian', 0.00055279158), ('LatinAmerican', 0.00042045073)]
pasta_shells [('SouthernEuropean', 0.001833827), ('LatinAmerican', 0.00025227043)]
dressing [('SoutheastAsian', 0.0033594626), ('NorthernEuropean', 0.0013531799)]
chaat_masala [('SouthAsian', 0.011608624), ('NorthernEuropean', 0.0013531799)]
seasoning [('LatinAmerican', 0.0051294989), ('EastAsian', 0.0028244788)]
whitefish_fillets [('SouthAsian', 0.0016583748), ('SoutheastAsian', 0.0013997761)]
raw_cane_sugar [('EastAsian', 0.00026899797), ('WesternEuropean', 0.00014762327)]
kohlrabi [('EasternEuropean', 0.0026246719), ('MiddleEastern', 0.0015503876)]
nutella [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00059049309)]
udon [('EastAsian', 0.0057834568), ('SoutheastAsian', 0.0011198209)]
chunky_pasta_sauce [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 0.0)]
chinese_chives [('EastAsian', 0.0034969738), ('SoutheastAsian', 0.0030795073)]
prepar_salsa [('LatinAmerican', 0.0023545241), ('NorthAmerican', 4.3627162e-05)]
whole_almonds [('African', 0.0017050299), ('NorthernEuropean', 0.0013531799)]
mature_cheddar [('LatinAmerican', 0.00025227043), ('WesternEuropean', 0.00014762327)]
cornbread [('NorthAmerican', 0.00037083088), ('LatinAmerican', 0.00025227043)]
dried_bonito_flakes [('EastAsian', 0.0056489576), ('NorthAmerican', 0.0)]
naan [('SouthAsian', 0.0085682701), ('African', 0.0017050299)]
pickles [('NorthernEuropean', 0.01623816), ('SouthAsian', 0.0011055832)]
porridge_oats [('WesternEuropean', 0.00073811633), ('NorthAmerican', 0.0)]
crisps [('EastAsian', 0.00053799595), ('WesternEuropean', 0.00014762327)]
gin [('NorthAmerican', 0.00146151), ('WesternEuropean', 0.0010333628)]
noodles [('EastAsian', 0.015736382), ('SoutheastAsian', 0.014557671)]
mahimahi [('African', 0.0017050299), ('SouthAsian', 0.00027639579)]
dark_leafy_greens [('African', 0.00085251493), ('EastAsian', 0.00053799595)]
confit_duck_leg [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.00088573957)]
canola_oil [('SoutheastAsian', 0.051231802), ('SouthAsian', 0.043946933)]
gluten [('SoutheastAsian', 0.0013997761), ('LatinAmerican', 0.00067272113)]
old_el_paso_thick_n_chunky_salsa [('LatinAmerican', 0.00058863102), ('NorthAmerican', 0.0)]
crema_mexicana [('LatinAmerican', 0.0018499832), ('NorthAmerican', 0.0)]
sake [('EastAsian', 0.1071957), ('SoutheastAsian', 0.0036394177)]
silver [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)]
himalayan_salt [('SouthAsian', 0.00055279158), ('LatinAmerican', 0.00042045073)]
biscuit_dough [('SouthernEuropean', 0.00028212724), ('SouthAsian', 0.00027639579)]
lamb [('African', 0.18414322), ('MiddleEastern', 0.074418604)]
octopuses [('SouthernEuropean', 0.00070531812), ('LatinAmerican', 8.4090141e-05)]
pumpkin [('EastAsian', 0.020174848), ('NorthAmerican', 0.013502607)]
chees_fresh_mozzarella [('SouthernEuropean', 0.0050782901), ('LatinAmerican', 0.00016818028)]
merlot [('SouthernEuropean', 0.00042319085), ('WesternEuropean', 0.00029524654)]
mexican_seasoning_mix [('LatinAmerican', 0.001177262), ('SouthernEuropean', 7.0531809e-05)]
soy_sauce [('EastAsian', 0.65702754), ('SoutheastAsian', 0.32614782)]
velveeta [('LatinAmerican', 0.0015136226), ('NorthernEuropean', 0.0013531799)]
meatballs [('SouthernEuropean', 0.0011990408), ('SoutheastAsian', 0.00027995522)]
serrano_peppers [('LatinAmerican', 0.0060544903), ('SouthAsian', 0.0049751243)]
cooking_liquid [('African', 0.0017050299), ('SoutheastAsian', 0.00027995522)]
caramels [('African', 0.00085251493), ('WesternEuropean', 0.00059049309)]
apples [('NorthernEuropean', 0.01759134), ('WesternEuropean', 0.0067906701)]
shaoxing [('EastAsian', 0.0012104909), ('NorthAmerican', 0.0)]
kirby_cucumbers [('SoutheastAsian', 0.0016797313), ('EastAsian', 0.0013449899)]
chunky [('LatinAmerican', 0.00042045073), ('WesternEuropean', 0.00014762327)]
pearl_couscous [('African', 0.0017050299), ('SoutheastAsian', 0.00027995522)]
cajun_seasoning [('LatinAmerican', 0.025142953), ('NorthAmerican', 0.0015487643)]
piecrust [('WesternEuropean', 0.00029524654), ('LatinAmerican', 0.00016818028)]
lumpia_skins [('SoutheastAsian', 0.0027995522), ('NorthAmerican', 0.0)]
vine_tomatoes [('SouthernEuropean', 0.00042319085), ('SouthAsian', 0.00027639579)]
togarashi [('EastAsian', 0.0017484869), ('NorthAmerican', 0.0)]
sweet_potatoes_&_yams [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
accent_seasoning [('SoutheastAsian', 0.0016797313), ('NorthAmerican', 0.0)]
venison [('NorthernEuropean', 0.0013531799), ('SoutheastAsian', 0.00027995522)]
mace [('SouthAsian', 0.012990602), ('EasternEuropean', 0.010498688)]
arrowroot [('NorthernEuropean', 0.0013531799), ('EastAsian', 0.00067249493)]
spam [('EastAsian', 0.00053799595), ('SoutheastAsian', 0.00027995522)]
curry_paste [('SouthAsian', 0.014648978), ('SoutheastAsian', 0.01343785)]
cabbage [('NorthernEuropean', 0.10554804), ('EasternEuropean', 0.10236221)]
flatbread [('African', 0.0017050299), ('SouthAsian', 0.0016583748)]
green_tea [('EastAsian', 0.002017485), ('WesternEuropean', 0.00073811633)]
manicotti [('SouthernEuropean', 0.00042319085), ('NorthAmerican', 0.0)]
white_beans [('SouthernEuropean', 0.0029623359), ('WesternEuropean', 0.0025095956)]
natural_pistachios [('African', 0.0017050299), ('WesternEuropean', 0.00029524654)]
soft_tofu [('EastAsian', 0.0051109619), ('SoutheastAsian', 0.00083986565)]
water_chestnuts [('EastAsian', 0.02004035), ('SoutheastAsian', 0.0097984327)]
orecchiette [('SouthernEuropean', 0.0028918041), ('LatinAmerican', 8.4090141e-05)]
broth [('SoutheastAsian', 0.0047592386), ('NorthernEuropean', 0.0040595401)]
slivered_almonds [('African', 0.023870418), ('NorthernEuropean', 0.0067658997)]
liver [('SoutheastAsian', 0.0041993279), ('WesternEuropean', 0.0029524653)]
boneless_chuck_roast [('WesternEuropean', 0.0010333628), ('African', 0.00085251493)]
hot_italian_sausages [('SouthernEuropean', 0.0029623359), ('LatinAmerican', 0.00042045073)]
tilapia [('SoutheastAsian', 0.0025195968), ('LatinAmerican', 0.0010931719)]
zucchini [('African', 0.05541347), ('MiddleEastern', 0.046511628)]
dende_oil [('LatinAmerican', 0.00058863102), ('NorthAmerican', 0.0)]
40_less_sodium_taco_seasoning [('LatinAmerican', 0.00058863102), ('NorthAmerican', 0.0)]
jasmine [('SoutheastAsian', 0.025195969), ('EastAsian', 0.0048419638)]
crab [('EastAsian', 0.010894419), ('NorthAmerican', 0.01053596)]
pecan [('NorthAmerican', 0.047619049), ('MiddleEastern', 0.017054264)]
leaf [('African', 0.056265984), ('SouthernEuropean', 0.053392582)]
schmaltz [('NorthernEuropean', 0.0013531799), ('LatinAmerican', 0.00025227043)]
dungeness_crabs [('SouthernEuropean', 0.00035265906), ('SoutheastAsian', 0.00027995522)]
sazon_seasoning [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
garbanzo_beans [('African', 0.028985508), ('SouthAsian', 0.0099502485)]
chinese_sesame_paste [('EastAsian', 0.00067249493), ('NorthAmerican', 0.0)]
sliced_shallots [('SoutheastAsian', 0.0047592386), ('EastAsian', 0.00026899797)]
taco_seasoning [('LatinAmerican', 0.022536159), ('SoutheastAsian', 0.00027995522)]
escarole [('SouthernEuropean', 0.0038792496), ('African', 0.00085251493)]
baked_tortilla_chips [('LatinAmerican', 0.0026067945), ('NorthAmerican', 0.0)]
gyoza_wrappers [('EastAsian', 0.0021519838), ('SoutheastAsian', 0.00027995522)]
greek_style_vinaigrette [('SouthernEuropean', 0.00035265906), ('NorthAmerican', 0.0)]
clam [('EastAsian', 0.01721587), ('SouthernEuropean', 0.010932431)]
brown_sugar [('SoutheastAsian', 0.098264277), ('EastAsian', 0.055413585)]
caper_berries [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00014762327)]
ras_el_hanout [('African', 0.036658142), ('SouthernEuropean', 7.0531809e-05)]
diced_tomatoes [('LatinAmerican', 0.063319877), ('African', 0.04518329)]
juniper_berry [('EasternEuropean', 0.010498688), ('NorthernEuropean', 0.0040595401)]
red_beets [('NorthernEuropean', 0.0067658997), ('WesternEuropean', 0.00029524654)]
blackberries [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.0032477118)]
pak_choi [('SoutheastAsian', 0.0016797313), ('EastAsian', 0.00053799595)]
safflower_oil [('EastAsian', 0.0016139878), ('SouthAsian', 0.001381979)]
capers [('SouthernEuropean', 0.025109325), ('WesternEuropean', 0.014762326)]
rome_apples [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 7.0531809e-05)]
dried_black_beans [('LatinAmerican', 0.0029431551), ('EastAsian', 0.00013449899)]
hominy [('LatinAmerican', 0.0062226709), ('NorthAmerican', 6.5440741e-05)]
scotch [('EastAsian', 0.00053799595), ('WesternEuropean', 0.00044286979)]
sultana [('African', 0.0025575447), ('NorthernEuropean', 0.0013531799)]
ladyfingers [('SouthernEuropean', 0.0028212725), ('WesternEuropean', 0.0010333628)]
pan_drippings [('WesternEuropean', 0.00044286979), ('NorthAmerican', 0.00017450865)]
char_siu [('EastAsian', 0.0010759919), ('NorthAmerican', 0.0)]
mexican_chorizo [('LatinAmerican', 0.0027749748), ('NorthAmerican', 0.0)]
bay [('WesternEuropean', 0.084588133), ('SouthAsian', 0.075179659)]
soybean [('EastAsian', 0.088365838), ('SoutheastAsian', 0.0086786114)]
bouillon_cube [('NorthernEuropean', 0.0013531799), ('SoutheastAsian', 0.00055991043)]
crimini_mushrooms [('WesternEuropean', 0.0020667256), ('SouthernEuropean', 0.0019748907)]
sweet_potatoes_or_yams [('SoutheastAsian', 0.00027995522), ('LatinAmerican', 0.00025227043)]
liquid_aminos [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.00040349696)]
tomatillos [('LatinAmerican', 0.026152035), ('NorthAmerican', 0.00017450865)]
tapioca_pearls [('SoutheastAsian', 0.00083986565), ('SouthAsian', 0.00027639579)]
applesauce [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.00059049309)]
pea [('SoutheastAsian', 0.016517358), ('NorthAmerican', 0.016491067)]
shimeji_mushrooms [('EastAsian', 0.00080699392), ('NorthAmerican', 0.0)]
chinese_black_mushrooms [('EastAsian', 0.0016139878), ('NorthAmerican', 0.0)]
striped_bass [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00014762327)]
milk [('NorthAmerican', 0.26376984), ('EasternEuropean', 0.24671917)]
and_fat_free_half_half [('SouthernEuropean', 0.0009169135), ('SouthAsian', 0.00055279158)]
low_fat_mayonnaise [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.00073811633)]
ranch_dressing [('LatinAmerican', 0.0037840565), ('SouthernEuropean', 0.00042319085)]
fresh_mozzarella_balls [('SouthernEuropean', 0.00035265906), ('NorthAmerican', 0.0)]
sorghum_syrup [('NorthAmerican', 0.00010906791), ('EastAsian', 0.0)]
cornflake_crumbs [('SouthernEuropean', 0.00014106362), ('NorthAmerican', 8.7254324e-05)]
_well_scrubbed [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
grape [('SouthernEuropean', 0.013753703), ('LatinAmerican', 0.0066431216)]
white_bread [('EasternEuropean', 0.01312336), ('NorthAmerican', 0.0061950572)]
chopped_fresh_chives [('NorthernEuropean', 0.013531799), ('WesternEuropean', 0.0095955124)]
tequila [('LatinAmerican', 0.01782711), ('NorthAmerican', 0.0016796457)]
crema_mexican [('LatinAmerican', 0.0023545241), ('NorthAmerican', 2.1813581e-05)]
whole_peppercorn [('SoutheastAsian', 0.0041993279), ('SouthernEuropean', 0.00014106362)]
chanterelle [('SouthernEuropean', 0.00063478627), ('WesternEuropean', 0.00044286979)]
small_capers [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
bertolli_alfredo_sauce [('SouthernEuropean', 0.00056425447), ('NorthAmerican', 0.0)]
light_brown_sugar [('SoutheastAsian', 0.021836506), ('WesternEuropean', 0.0091526425)]
mission_figs [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)]
cashew [('SouthAsian', 0.045052513), ('SoutheastAsian', 0.0089585669)]
granulated_white_sugar [('SoutheastAsian', 0.0022396417), ('EastAsian', 0.00053799595)]
fresh_tomatoes [('LatinAmerican', 0.0051294989), ('SouthAsian', 0.0046987287)]
brioche [('WesternEuropean', 0.0010333628), ('LatinAmerican', 0.00016818028)]
cilantro [('SoutheastAsian', 0.34910414), ('SouthAsian', 0.33830845)]
prickly_pear [('LatinAmerican', 0.001177262), ('NorthAmerican', 0.00013088148)]
prepared_guacamole [('LatinAmerican', 0.00050454086), ('NorthAmerican', 0.0)]
fresh_chili [('SoutheastAsian', 0.00083986565), ('LatinAmerican', 0.00016818028)]
crumbled_cornbread [('LatinAmerican', 0.00016818028), ('NorthAmerican', 8.7254324e-05)]
parsley [('African', 0.20971867), ('MiddleEastern', 0.20775194)]
dashi_powder [('EastAsian', 0.0021519838), ('NorthAmerican', 0.0)]
quince [('MiddleEastern', 0.0046511628), ('African', 0.0017050299)]
pimenton [('African', 0.00085251493), ('SouthernEuropean', 0.00035265906)]
brisket [('WesternEuropean', 0.00059049309), ('SoutheastAsian', 0.00027995522)]
wish_bone_italian_dressing [('SouthernEuropean', 0.00056425447), ('SoutheastAsian', 0.00027995522)]
low_sodium_black_beans [('LatinAmerican', 0.00050454086), ('NorthAmerican', 0.0)]
chili [('SoutheastAsian', 0.0095184771), ('LatinAmerican', 0.0091658253)]
chia_seeds [('LatinAmerican', 0.00058863102), ('SoutheastAsian', 0.00027995522)]
biscuits [('NorthAmerican', 0.00082891609), ('LatinAmerican', 0.00058863102)]
buffalo_sauce [('LatinAmerican', 0.00058863102), ('EastAsian', 0.00026899797)]
dried_salted_codfish [('SouthernEuropean', 0.00070531812), ('LatinAmerican', 0.00067272113)]
green_beans [('SoutheastAsian', 0.024916014), ('WesternEuropean', 0.0087097725)]
gingerroot [('SoutheastAsian', 0.0067189252), ('EastAsian', 0.0065904506)]
toasted_baguette [('WesternEuropean', 0.00073811633), ('LatinAmerican', 0.00016818028)]
pesto [('SouthernEuropean', 0.0080406265), ('WesternEuropean', 0.00029524654)]
_rins_and_drain [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
fresca [('LatinAmerican', 0.00075681129), ('NorthAmerican', 0.0)]
amaretti [('SouthernEuropean', 0.00042319085), ('WesternEuropean', 0.00014762327)]
sooji [('SouthAsian', 0.0011055832), ('EastAsian', 0.00013449899)]
custard_powder [('EastAsian', 0.00053799595), ('WesternEuropean', 0.00014762327)]
jackfruit [('SoutheastAsian', 0.0030795073), ('SouthAsian', 0.00027639579)]
seeds [('SouthAsian', 0.017689331), ('EastAsian', 0.0033624747)]
salsa [('LatinAmerican', 0.078456104), ('SouthernEuropean', 0.00098744535)]
ravva [('SouthAsian', 0.0027639579), ('EastAsian', 0.00013449899)]
baby_spinach [('SouthernEuropean', 0.0097333901), ('SouthAsian', 0.0088446653)]
mixed_greens [('African', 0.0025575447), ('SoutheastAsian', 0.0016797313)]
pean [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
tomato [('LatinAmerican', 0.19483687), ('SouthernEuropean', 0.18528706)]
green_onions [('EastAsian', 0.1474109), ('SoutheastAsian', 0.12290034)]
tandoori_spices [('SouthAsian', 0.0052515203), ('NorthAmerican', 0.0)]
duck_fat [('WesternEuropean', 0.0014762327), ('African', 0.00085251493)]
phyllo_dough [('African', 0.0051150895), ('SouthernEuropean', 0.0031033996)]
tasso [('LatinAmerican', 0.0012613522), ('NorthAmerican', 0.00017450865)]
fryer_chickens [('LatinAmerican', 0.00033636056), ('SoutheastAsian', 0.00027995522)]
cracker_crumbs [('LatinAmerican', 0.00025227043), ('NorthAmerican', 0.00021813581)]
challa [('African', 0.00085251493), ('WesternEuropean', 0.00014762327)]
ramen [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00067249493)]
clove [('SouthAsian', 0.085129909), ('African', 0.014492754)]
half_&_half [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
dandelion_greens [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00035265906)]
taro [('SoutheastAsian', 0.0013997761), ('EastAsian', 0.00053799595)]
prebaked_pizza_crusts [('SouthernEuropean', 0.00098744535), ('NorthAmerican', 2.1813581e-05)]
flaxseed [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00014106362)]
red_vermouth [('SouthernEuropean', 0.00035265906), ('NorthAmerican', 0.0)]
zinfandel [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00035265906)]
sweet_gherkin [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00029524654)]
self_rising_cornmeal [('NorthAmerican', 0.00076347531), ('LatinAmerican', 0.00025227043)]
cooking_fat [('SouthAsian', 0.0008291874), ('WesternEuropean', 0.00029524654)]
sweet_and_sour_sauce [('EastAsian', 0.0012104909), ('SoutheastAsian', 0.00055991043)]
tandoori_paste [('SouthAsian', 0.001381979), ('NorthAmerican', 0.0)]
champagne [('WesternEuropean', 0.0019191025), ('SouthernEuropean', 0.00056425447)]
watermelon [('NorthAmerican', 0.0023122395), ('LatinAmerican', 0.0013454423)]
cheese [('SouthernEuropean', 0.48942024), ('LatinAmerican', 0.29112008)]
pomegranate_seeds [('African', 0.0017050299), ('SouthAsian', 0.0016583748)]
dark_chocolate_chip [('WesternEuropean', 0.00044286979), ('LatinAmerican', 8.4090141e-05)]
lima_bean [('NorthAmerican', 0.0025521889), ('MiddleEastern', 0.0015503876)]
cherry [('NorthAmerican', 0.0216827), ('SouthernEuropean', 0.019960502)]
luke_warm_water [('SouthAsian', 0.0008291874), ('WesternEuropean', 0.00014762327)]
grapes [('African', 0.00085251493), ('SouthernEuropean', 0.00063478627)]
grits [('NorthAmerican', 0.0035556138), ('LatinAmerican', 0.0014295324)]
creole_seasoning [('LatinAmerican', 0.018836193), ('NorthAmerican', 0.0010034248)]
tart_apples [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.0011809862)]
dry_pasta [('SouthernEuropean', 0.00056425447), ('SoutheastAsian', 0.00027995522)]
dried_pinto_beans [('LatinAmerican', 0.0024386141), ('NorthAmerican', 4.3627162e-05)]
smoked_sausage [('EasternEuropean', 0.04199475), ('LatinAmerican', 0.010090818)]
plantains [('LatinAmerican', 0.0021022537), ('SoutheastAsian', 0.0013997761)]
sunflower_oil [('SouthAsian', 0.010226645), ('EastAsian', 0.0033624747)]
espresso_powder [('LatinAmerican', 0.00016818028), ('SouthernEuropean', 7.0531809e-05)]
cooking_apples [('WesternEuropean', 0.0010333628), ('NorthAmerican', 4.3627162e-05)]
glass_noodles [('SoutheastAsian', 0.0050391937), ('EastAsian', 0.0028244788)]
vodka [('NorthernEuropean', 0.0081190802), ('SouthernEuropean', 0.0019748907)]
gari [('EastAsian', 0.0061869537), ('SoutheastAsian', 0.00083986565)]
lemon_juice [('MiddleEastern', 0.24806201), ('NorthAmerican', 0.081909999)]
endive [('WesternEuropean', 0.0069382936), ('SouthernEuropean', 0.003667654)]
frozen_peas [('SouthAsian', 0.035102267), ('EastAsian', 0.0092804302)]
pecans [('WesternEuropean', 0.0023619724), ('LatinAmerican', 0.0021022537)]
red_kidney_bean [('NorthAmerican', 0.0010906791), ('LatinAmerican', 0.00075681129)]
merguez_sausage [('African', 0.0059676045), ('NorthAmerican', 0.0)]
heinz_chili_sauce [('LatinAmerican', 0.00025227043), ('WesternEuropean', 0.00014762327)]
carrot [('MiddleEastern', 0.097674422), ('EasternEuropean', 0.070866145)]
mixed_vegetables [('SouthAsian', 0.001381979), ('SoutheastAsian', 0.00083986565)]
fresh_chevre [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00070531812)]
baby_carrots [('African', 0.0042625745), ('WesternEuropean', 0.0036905815)]
pound_cake [('WesternEuropean', 0.00073811633), ('SouthernEuropean', 0.00049372268)]
toasted_pumpkinseeds [('LatinAmerican', 0.00042045073), ('NorthAmerican', 2.1813581e-05)]
port [('WesternEuropean', 0.0020667256), ('SouthernEuropean', 0.00028212724)]
min [('NorthernEuropean', 0.0013531799), ('SoutheastAsian', 0.0011198209)]
dried_cornhusks [('LatinAmerican', 0.00067272113), ('NorthAmerican', 0.0)]
vanilla [('NorthAmerican', 0.19324651), ('EasternEuropean', 0.14698163)]
roast_red_peppers [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
celery_oil [('NorthAmerican', 0.017996205), ('EasternEuropean', 0.015748031)]
non_stick_spray [('EastAsian', 0.00053799595), ('WesternEuropean', 0.00029524654)]
nectarines [('WesternEuropean', 0.0010333628), ('African', 0.00085251493)]
sriracha [('SoutheastAsian', 0.036114223), ('EastAsian', 0.017619368)]
calamata_olives [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00014762327)]
reduced_fat_mayonnaise [('LatinAmerican', 0.00084090146), ('SouthAsian', 0.00055279158)]
ground_tumeric [('SouthAsian', 0.0046987287), ('African', 0.0025575447)]
port_wine [('NorthernEuropean', 0.0067658997), ('WesternEuropean', 0.00088573957)]
nori_sheets [('EastAsian', 0.0025554809), ('NorthAmerican', 0.0)]
paneer [('SouthAsian', 0.028192371), ('EastAsian', 0.0010759919)]
red_miso [('EastAsian', 0.0036314728), ('SoutheastAsian', 0.00027995522)]
black_olives [('LatinAmerican', 0.0079044737), ('SouthernEuropean', 0.0071942448)]
black_raspberry [('NorthAmerican', 0.00017450865), ('EastAsian', 0.0)]
almond [('MiddleEastern', 0.080620155), ('NorthernEuropean', 0.06901218)]
popcorn [('NorthAmerican', 0.0020068495), ('LatinAmerican', 0.00075681129)]
chinese_sausage [('EastAsian', 0.0029589778), ('SoutheastAsian', 0.0013997761)]
filet_mignon [('WesternEuropean', 0.00059049309), ('SoutheastAsian', 0.00055991043)]
red_delicious_apples [('WesternEuropean', 0.00044286979), ('SoutheastAsian', 0.00027995522)]
mexican_chocolate [('LatinAmerican', 0.0026908845), ('NorthAmerican', 0.0)]
uncooked_ziti [('SouthernEuropean', 0.00042319085), ('NorthAmerican', 0.0)]
fresh_chives [('WesternEuropean', 0.0051668142), ('NorthernEuropean', 0.0027063598)]
mini_chocolate_chips [('SouthernEuropean', 0.00042319085), ('LatinAmerican', 8.4090141e-05)]
mortadella [('LatinAmerican', 0.00042045073), ('SouthernEuropean', 0.00035265906)]
fresh_chile [('African', 0.00085251493), ('SoutheastAsian', 0.00055991043)]
agar [('NorthernEuropean', 0.0027063598), ('SoutheastAsian', 0.00055991043)]
chopped_walnuts [('NorthernEuropean', 0.010825439), ('WesternEuropean', 0.0042810747)]
chile_sauce [('SoutheastAsian', 0.0047592386), ('EastAsian', 0.0014794889)]
dried_mushrooms [('NorthernEuropean', 0.0040595401), ('EastAsian', 0.0014794889)]
bouquet [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)]
cointreau [('WesternEuropean', 0.00059049309), ('LatinAmerican', 0.00042045073)]
greek_seasoning [('SouthernEuropean', 0.0027507406), ('WesternEuropean', 0.00014762327)]
mild_salsa [('LatinAmerican', 0.00042045073), ('NorthAmerican', 2.1813581e-05)]
_cooked_and_drained [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
wakame [('EastAsian', 0.0024209819), ('SoutheastAsian', 0.00027995522)]
edible_flowers [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00016818028)]
green_tomatoes [('NorthAmerican', 0.001875968), ('WesternEuropean', 0.00088573957)]
warm_water [('NorthernEuropean', 0.029769959), ('African', 0.017050298)]
bottle_gourd [('SouthAsian', 0.0011055832), ('EastAsian', 0.00026899797)]
shichimi_togarashi [('EastAsian', 0.0022864828), ('NorthAmerican', 2.1813581e-05)]
ice_water [('WesternEuropean', 0.0097431354), ('NorthernEuropean', 0.0027063598)]
all_purpose_unbleached_flour [('NorthernEuropean', 0.0081190802), ('WesternEuropean', 0.0056096842)]
shredded_carrots [('SoutheastAsian', 0.018477043), ('EastAsian', 0.0082044387)]
peaches_in_heavy_syrup [('NorthAmerican', 0.00013088148), ('EastAsian', 0.0)]
pancetta [('SouthernEuropean', 0.011144026), ('WesternEuropean', 0.0014762327)]
somen [('EastAsian', 0.00080699392), ('SoutheastAsian', 0.00027995522)]
mild_curry_paste [('SouthAsian', 0.0016583748), ('NorthAmerican', 0.0)]
brussels_sprouts [('NorthernEuropean', 0.0027063598), ('SouthAsian', 0.0016583748)]
grit_quick [('NorthAmerican', 0.00017450865), ('EastAsian', 0.0)]
rabbit [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00084638171)]
casings [('SouthernEuropean', 0.00028212724), ('SoutheastAsian', 0.00027995522)]
bergamot [('WesternEuropean', 0.00014762327), ('NorthAmerican', 0.00013088148)]
cremini_mushrooms [('NorthernEuropean', 0.0067658997), ('SouthernEuropean', 0.004866695)]
pastry_flour [('WesternEuropean', 0.00029524654), ('EastAsian', 0.00013449899)]
agave_nectar [('SoutheastAsian', 0.0027995522), ('NorthernEuropean', 0.0027063598)]
veggies [('SoutheastAsian', 0.0013997761), ('SouthAsian', 0.001381979)]
chipotle_chile_powder [('LatinAmerican', 0.0032795155), ('SoutheastAsian', 0.00027995522)]
cumin [('SouthAsian', 0.53537863), ('African', 0.52685422)]
seed [('EasternEuropean', 0.094488189), ('MiddleEastern', 0.032558139)]
diced_pimentos [('NorthAmerican', 0.00013088148), ('LatinAmerican', 8.4090141e-05)]
citron [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00059049309)]
flavored_syrup [('WesternEuropean', 0.00014762327), ('SouthernEuropean', 0.00014106362)]
sliced_mushrooms [('SouthernEuropean', 0.0095217945), ('SoutheastAsian', 0.0064389696)]
atta [('SouthAsian', 0.0024875621), ('EastAsian', 0.00013449899)]
marshmallows [('LatinAmerican', 0.00016818028), ('NorthAmerican', 8.7254324e-05)]
ground_paprika [('African', 0.0017050299), ('SouthAsian', 0.0016583748)]
yam [('MiddleEastern', 0.010852713), ('African', 0.0017050299)]
annatto_seeds [('SoutheastAsian', 0.0022396417), ('LatinAmerican', 0.00033636056)]
large_eggs [('NorthernEuropean', 0.1150203), ('WesternEuropean', 0.088869207)]
bows [('SouthernEuropean', 0.00028212724), ('WesternEuropean', 0.00014762327)]
mascarpone [('SouthernEuropean', 0.0087459441), ('WesternEuropean', 0.0014762327)]
mushroom [('EasternEuropean', 0.062992126), ('NorthAmerican', 0.054773901)]
diced_onions [('LatinAmerican', 0.0088294651), ('African', 0.0042625745)]
worcestershire_sauce [('LatinAmerican', 0.022115707), ('WesternEuropean', 0.013728964)]
pomegranate_juice [('African', 0.0025575447), ('NorthernEuropean', 0.0013531799)]
katsuobushi [('EastAsian', 0.0061869537), ('LatinAmerican', 0.00016818028)]
italian_salad_dressing [('SouthernEuropean', 0.0030328678), ('LatinAmerican', 0.00084090146)]
dry_roasted_peanuts [('SoutheastAsian', 0.0095184771), ('EastAsian', 0.0021519838)]
sweet_mini_bells [('LatinAmerican', 0.00075681129), ('WesternEuropean', 0.00014762327)]
chorizo_sausage [('LatinAmerican', 0.0042045075), ('SouthernEuropean', 0.0035971224)]
unbaked_pie_crusts [('WesternEuropean', 0.00029524654), ('NorthAmerican', 0.00026176297)]
jalapeno_chilies [('LatinAmerican', 0.10443996), ('SoutheastAsian', 0.04255319)]
prunes [('African', 0.022165388), ('WesternEuropean', 0.0022143489)]
gram_flour [('SouthAsian', 0.0085682701), ('EastAsian', 0.00026899797)]
orzo_pasta [('African', 0.0017050299), ('SouthernEuropean', 0.0016927634)]
demerara_sugar [('WesternEuropean', 0.0010333628), ('SouthAsian', 0.00027639579)]
top_round_steak [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.00094149297)]
red_kidnei_beans [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
fine_salt [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.00073811633)]
toasted_cashews [('SoutheastAsian', 0.00083986565), ('SouthAsian', 0.0008291874)]
dried_cranberries [('African', 0.0059676045), ('WesternEuropean', 0.0028048421)]
safflower [('EastAsian', 0.00040349696), ('SoutheastAsian', 0.00027995522)]
raw_sugar [('EastAsian', 0.0012104909), ('WesternEuropean', 0.00088573957)]
whole_kernel_corn [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
ragu_cheesi_classic_alfredo_sauc [('LatinAmerican', 0.00025227043), ('SouthernEuropean', 0.00014106362)]
daikon [('SoutheastAsian', 0.015397537), ('EastAsian', 0.012239408)]
basil [('SouthernEuropean', 0.2221752), ('SoutheastAsian', 0.16013438)]
nuoc_nam [('SoutheastAsian', 0.0013997761), ('NorthAmerican', 0.0)]
dried_currants [('African', 0.011082694), ('WesternEuropean', 0.0059049306)]
assorted_fresh_vegetables [('SoutheastAsian', 0.00027995522), ('SouthAsian', 0.00027639579)]
chocolate_bars [('LatinAmerican', 0.00033636056), ('WesternEuropean', 0.00029524654)]
snails [('WesternEuropean', 0.00088573957), ('EastAsian', 0.00013449899)]
cardamon [('SouthAsian', 0.0038695412), ('SoutheastAsian', 0.00027995522)]
penne [('SouthernEuropean', 0.0074058399), ('LatinAmerican', 0.00033636056)]
shells [('SoutheastAsian', 0.0016797313), ('LatinAmerican', 0.0014295324)]
chunky_salsa [('LatinAmerican', 0.0056340396), ('SouthernEuropean', 0.00021159543)]
andouille_sausage_links [('LatinAmerican', 0.00042045073), ('SouthernEuropean', 0.00014106362)]
prawns [('SoutheastAsian', 0.0092385216), ('EastAsian', 0.0039004707)]
drumstick [('African', 0.0017050299), ('SoutheastAsian', 0.00027995522)]
salmon_roe [('EasternEuropean', 0.0052493438), ('NorthernEuropean', 0.0013531799)]
parsnips [('NorthernEuropean', 0.012178619), ('African', 0.0068201195)]
guava [('LatinAmerican', 0.00067272113), ('SoutheastAsian', 0.00055991043)]
radicchio [('SouthernEuropean', 0.0032444634), ('WesternEuropean', 0.00073811633)]
jicama [('LatinAmerican', 0.0054658595), ('SoutheastAsian', 0.0033594626)]
nopales [('LatinAmerican', 0.0017658931), ('NorthAmerican', 0.0)]
light_mayonnaise [('NorthernEuropean', 0.0027063598), ('LatinAmerican', 0.0018499832)]
chocolate_instant_pudding [('SouthernEuropean', 0.00021159543), ('WesternEuropean', 0.00014762327)]
chianti [('SouthernEuropean', 0.00070531812), ('NorthAmerican', 0.0)]
pink_peppercorns [('WesternEuropean', 0.00044286979), ('EastAsian', 0.00040349696)]
gyoza [('EastAsian', 0.0013449899), ('SouthernEuropean', 0.00021159543)]
large_flour_tortillas [('LatinAmerican', 0.0015977127), ('NorthAmerican', 0.0)]
adobo_seasoning [('LatinAmerican', 0.00058863102), ('SoutheastAsian', 0.00027995522)]
wheat_bread [('EasternEuropean', 0.0026246719), ('NorthAmerican', 0.00146151)]
polish_sausage [('NorthernEuropean', 0.0013531799), ('LatinAmerican', 0.00042045073)]
waxy_potatoes [('NorthernEuropean', 0.0054127197), ('SouthAsian', 0.0019347706)]
melon [('SoutheastAsian', 0.0030795073), ('NorthAmerican', 0.0029448334)]
broccolini [('SoutheastAsian', 0.0016797313), ('EastAsian', 0.0012104909)]
beansprouts [('SoutheastAsian', 0.080907054), ('EastAsian', 0.021923335)]
korean_chile_flakes [('EastAsian', 0.0029589778), ('NorthAmerican', 0.0)]
buns [('SouthAsian', 0.0008291874), ('LatinAmerican', 0.00033636056)]
fajita_size_flour_tortillas [('LatinAmerican', 0.0010090817), ('NorthAmerican', 0.0)]
balsamico_bianco [('SouthernEuropean', 0.00028212724), ('SoutheastAsian', 0.00027995522)]
condiment [('MiddleEastern', 0.0031007752), ('African', 0.0017050299)]
hot_curry_powder [('SouthAsian', 0.0011055832), ('African', 0.00085251493)]
tortilla_chips [('LatinAmerican', 0.024722502), ('SoutheastAsian', 0.00027995522)]
dried_dillweed [('NorthernEuropean', 0.0094722603), ('SouthernEuropean', 0.00098744535)]
galanga [('SoutheastAsian', 0.0083986558), ('SouthAsian', 0.00027639579)]
orange_flower [('MiddleEastern', 0.0046511628), ('African', 0.00085251493)]
frozen_pizza_dough [('SouthernEuropean', 0.00035265906), ('NorthAmerican', 0.0)]
crme_frache [('WesternEuropean', 0.01313847), ('NorthernEuropean', 0.012178619)]
chenpi [('EastAsian', 0.00094149297), ('NorthAmerican', 0.0)]
marzipan [('African', 0.00085251493), ('WesternEuropean', 0.00073811633)]
flat_anchovy [('SouthernEuropean', 0.00035265906), ('WesternEuropean', 0.00029524654)]
watercress [('SoutheastAsian', 0.0064389696), ('EastAsian', 0.0045729657)]
straw_mushrooms [('SoutheastAsian', 0.0067189252), ('EastAsian', 0.00094149297)]
fennel [('SouthAsian', 0.046434496), ('SouthernEuropean', 0.041190576)]
olive [('African', 0.49872124), ('SouthernEuropean', 0.44406828)]
salt [('SouthAsian', 0.53454947), ('NorthernEuropean', 0.38971582)]
red_curry_paste [('SoutheastAsian', 0.031075029), ('SouthAsian', 0.0022111663)]
chinese_five_spice_powder [('EastAsian', 0.030262273), ('SoutheastAsian', 0.0055991043)]
fines_herbes [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00021159543)]
cake_mix [('WesternEuropean', 0.00014762327), ('NorthAmerican', 8.7254324e-05)]
ground_allspice [('African', 0.028985508), ('LatinAmerican', 0.014968046)]
italian_sausage [('SouthernEuropean', 0.0090986034), ('LatinAmerican', 0.00042045073)]
tumeric [('SouthAsian', 0.13598673), ('African', 0.092924125)]
sauvignon_blanc [('WesternEuropean', 0.00059049309), ('SouthernEuropean', 7.0531809e-05)]
dal [('SouthAsian', 0.0035931454), ('EastAsian', 0.00013449899)]
root [('SoutheastAsian', 0.0055991043), ('MiddleEastern', 0.0046511628)]
mint [('African', 0.12872975), ('SoutheastAsian', 0.11926091)]
refrigerated_biscuits [('SoutheastAsian', 0.00055991043), ('NorthAmerican', 0.00019632223)]
white_chocolate [('WesternEuropean', 0.0023619724), ('SouthernEuropean', 0.0010579771)]
paprika [('African', 0.12787724), ('SouthAsian', 0.052238807)]
banana [('NorthAmerican', 0.019523155), ('SoutheastAsian', 0.010918253)]
mesclun [('WesternEuropean', 0.00044286979), ('SoutheastAsian', 0.00027995522)]
small_white_beans [('WesternEuropean', 0.0011809862), ('SouthernEuropean', 0.00028212724)]
cookies [('NorthernEuropean', 0.0013531799), ('WesternEuropean', 0.0011809862)]
japanese_turnips [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00080699392)]
anjou_pears [('WesternEuropean', 0.00044286979), ('SouthernEuropean', 0.00021159543)]
diced_tomatoes_and_green_chilies [('LatinAmerican', 0.00067272113), ('NorthAmerican', 0.0)]
frozen_blueberries [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00042045073)]
fresh_pasta [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 0.0)]
porterhouse_steaks [('SouthernEuropean', 0.00028212724), ('EastAsian', 0.00026899797)]
calimyrna_figs [('WesternEuropean', 0.00088573957), ('SouthernEuropean', 0.00063478627)]
bosc_pears [('WesternEuropean', 0.0020667256), ('SouthernEuropean', 0.00049372268)]
florets [('SouthAsian', 0.0049751243), ('SouthernEuropean', 0.0010579771)]
satsuma_imo [('EastAsian', 0.00067249493), ('SoutheastAsian', 0.00027995522)]
sweet_chili_sauce [('SoutheastAsian', 0.022396417), ('EastAsian', 0.0032279757)]
rice [('EastAsian', 0.40766644), ('SoutheastAsian', 0.37206048)]
condiments [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00050454086)]
crushed_tomatoes [('SouthernEuropean', 0.018549865), ('SouthAsian', 0.013543394)]
old_fashioned_oats [('WesternEuropean', 0.0010333628), ('NorthAmerican', 0.00010906791)]
chili_paste [('SoutheastAsian', 0.013157895), ('EastAsian', 0.0084734363)]
black_mustard_seed_oil [('SouthAsian', 0.0069098948), ('NorthAmerican', 6.5440741e-05)]
tonkatsu_sauce [('EastAsian', 0.0018829859), ('NorthAmerican', 0.0)]
tenderloin [('WesternEuropean', 0.00044286979), ('SouthernEuropean', 0.00014106362)]
baby_greens [('African', 0.00085251493), ('SoutheastAsian', 0.00055991043)]
_slice [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
chopped_leaves [('WesternEuropean', 0.00044286979), ('SoutheastAsian', 0.00027995522)]
slaw [('LatinAmerican', 0.00075681129), ('EastAsian', 0.00053799595)]
poha [('SouthAsian', 0.0030403538), ('EastAsian', 0.00026899797)]
lo_mein_noodles [('EastAsian', 0.0032279757), ('SoutheastAsian', 0.0011198209)]
baking_powder [('NorthernEuropean', 0.047361299), ('WesternEuropean', 0.043105993)]
rutabaga [('WesternEuropean', 0.0033953351), ('EasternEuropean', 0.0026246719)]
armagnac [('WesternEuropean', 0.0028048421), ('SouthernEuropean', 0.00014106362)]
green_split_peas [('SouthAsian', 0.00055279158), ('WesternEuropean', 0.00029524654)]
hot_chili_oil [('EastAsian', 0.0016139878), ('SoutheastAsian', 0.00055991043)]
decorating_sugars [('LatinAmerican', 0.00042045073), ('WesternEuropean', 0.00029524654)]
sliced_tomatoes [('LatinAmerican', 0.00075681129), ('WesternEuropean', 0.00044286979)]
vermicelli [('African', 0.0051150895), ('SoutheastAsian', 0.0016797313)]
salted_peanuts [('SoutheastAsian', 0.0050391937), ('EastAsian', 0.00053799595)]
italian_style_seasoning [('SouthernEuropean', 0.00084638171), ('LatinAmerican', 8.4090141e-05)]
taco_seasoning_mix [('LatinAmerican', 0.015220316), ('NorthAmerican', 0.0)]
parmesan_cheese [('SouthernEuropean', 0.071025535), ('NorthAmerican', 0.043932553)]
pinenuts [('SouthernEuropean', 0.020172097), ('African', 0.010230179)]
panettone [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00028212724)]
chuck [('NorthernEuropean', 0.0054127197), ('SoutheastAsian', 0.0041993279)]
vermicelli_noodles [('SoutheastAsian', 0.0036394177), ('EastAsian', 0.00053799595)]
flour_tortillas [('LatinAmerican', 0.069206186), ('SoutheastAsian', 0.0025195968)]
baby_portobello_mushrooms [('SouthernEuropean', 0.00070531812), ('EastAsian', 0.00026899797)]
promise_buttery_spread [('LatinAmerican', 0.00033636056), ('EastAsian', 0.00013449899)]
aai [('LatinAmerican', 0.001177262), ('NorthAmerican', 0.0)]
strawberries [('WesternEuropean', 0.012843224), ('NorthernEuropean', 0.0054127197)]
crawfish [('LatinAmerican', 0.0059704003), ('NorthernEuropean', 0.0013531799)]
boston_butt [('SouthernEuropean', 0.00014106362), ('NorthAmerican', 6.5440741e-05)]
sandwich_rolls [('SoutheastAsian', 0.00027995522), ('LatinAmerican', 0.00025227043)]
jamaican_jerk_season [('LatinAmerican', 0.0018499832), ('NorthAmerican', 0.0)]
dashi_kombu [('EastAsian', 0.0022864828), ('NorthAmerican', 0.0)]
mixed_spice [('WesternEuropean', 0.0025095956), ('African', 0.0017050299)]
fresh_red_chili [('SoutheastAsian', 0.0044792835), ('SouthAsian', 0.0019347706)]
pomegranate [('African', 0.0034100597), ('SoutheastAsian', 0.00027995522)]
sherry [('EastAsian', 0.036987223), ('WesternEuropean', 0.022143491)]
callaloo [('LatinAmerican', 0.00075681129), ('NorthAmerican', 0.0)]
fresh_mushrooms [('SouthernEuropean', 0.008816476), ('SoutheastAsian', 0.0064389696)]
herdez_salsa_verde [('LatinAmerican', 0.00050454086), ('NorthAmerican', 0.0)]
graham_crackers [('SoutheastAsian', 0.00055991043), ('WesternEuropean', 0.00029524654)]
free_range_chickens [('WesternEuropean', 0.00044286979), ('SoutheastAsian', 0.00027995522)]
_thawed_and_squeezed_dry [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
pasta [('SouthernEuropean', 0.018761462), ('LatinAmerican', 0.0026067945)]
turmeric [('SouthAsian', 0.290492), ('African', 0.11253197)]
dried_scallops [('EastAsian', 0.00080699392), ('NorthAmerican', 0.0)]
sausage_links [('SouthernEuropean', 0.0025391451), ('LatinAmerican', 0.0010090817)]
diced_tomatoes_in_juice [('African', 0.0017050299), ('LatinAmerican', 0.00084090146)]
tortellini [('SouthernEuropean', 0.0014106362), ('NorthAmerican', 0.0)]
maggi [('SoutheastAsian', 0.0025195968), ('NorthernEuropean', 0.0013531799)]
salted_cashews [('SouthAsian', 0.00055279158), ('EastAsian', 0.00053799595)]
bisquick_baking_mix [('LatinAmerican', 0.00042045073), ('SouthernEuropean', 7.0531809e-05)]
pepperidge_farm_puff_pastry [('WesternEuropean', 0.00029524654), ('LatinAmerican', 0.00025227043)]
ciabatta [('SouthernEuropean', 0.001481168), ('WesternEuropean', 0.00014762327)]
hog_casings [('LatinAmerican', 0.00016818028), ('SouthernEuropean', 0.00014106362)]
white_cornmeal [('NorthAmerican', 0.0017014593), ('SouthernEuropean', 0.00035265906)]
black_salt [('SouthAsian', 0.0027639579), ('SouthernEuropean', 0.00014106362)]
mashed_potatoes [('NorthernEuropean', 0.0067658997), ('WesternEuropean', 0.0053144377)]
wheat [('EasternEuropean', 0.51706034), ('MiddleEastern', 0.42170542)]
shucked_oysters [('LatinAmerican', 0.0010090817), ('WesternEuropean', 0.00029524654)]
pistachios [('African', 0.009377664), ('SouthAsian', 0.0069098948)]
sirloin_tip [('SoutheastAsian', 0.00083986565), ('LatinAmerican', 0.00025227043)]
coarse_sea_salt [('African', 0.0025575447), ('WesternEuropean', 0.0017714791)]
asparagus [('SouthernEuropean', 0.017915079), ('MiddleEastern', 0.015503876)]
fine_granulated_sugar [('EastAsian', 0.00040349696), ('WesternEuropean', 0.00029524654)]
white_peppercorns [('SoutheastAsian', 0.0027995522), ('NorthernEuropean', 0.0013531799)]
herring [('NorthernEuropean', 0.012178619), ('WesternEuropean', 0.00014762327)]
shredded_nori [('EastAsian', 0.00067249493), ('NorthAmerican', 0.0)]
bread [('SouthernEuropean', 0.11320356), ('MiddleEastern', 0.10852713)]
unsalted_roasted_peanuts [('SoutheastAsian', 0.0041993279), ('SouthAsian', 0.00027639579)]
posole [('LatinAmerican', 0.00050454086), ('NorthAmerican', 0.0)]
cajun_spice_mix [('LatinAmerican', 0.00058863102), ('NorthAmerican', 2.1813581e-05)]
pie_crust [('WesternEuropean', 0.0014762327), ('NorthAmerican', 0.00089435681)]
taco_bell_home_originals [('LatinAmerican', 0.00042045073), ('NorthAmerican', 0.0)]
varnish_clams [('SouthernEuropean', 0.00077584991), ('EastAsian', 0.00040349696)]
pasta_shell_small [('SouthernEuropean', 0.00042319085), ('NorthAmerican', 0.0)]
strawberry [('MiddleEastern', 0.026356589), ('NorthAmerican', 0.020788344)]
zest [('SouthernEuropean', 0.00028212724), ('EastAsian', 0.00026899797)]
no_salt_added_black_beans [('LatinAmerican', 0.0015136226), ('NorthAmerican', 0.0)]
tripe [('SoutheastAsian', 0.00055991043), ('LatinAmerican', 0.00016818028)]
rib [('SouthernEuropean', 0.001481168), ('EastAsian', 0.0013449899)]
ricotta_salata [('SouthernEuropean', 0.0016222317), ('African', 0.00085251493)]
adzuki_beans [('EastAsian', 0.00040349696), ('SoutheastAsian', 0.00027995522)]
chow_mein_noodles [('EastAsian', 0.00403497), ('SoutheastAsian', 0.00027995522)]
quickcooking_grits [('NorthAmerican', 0.0017669001), ('LatinAmerican', 0.00033636056)]
sesame_seeds [('EastAsian', 0.068594486), ('SoutheastAsian', 0.013717805)]
green_bell_pepper [('EasternEuropean', 0.052493438), ('NorthAmerican', 0.043190889)]
medium_tomatoes [('SouthAsian', 0.00055279158), ('LatinAmerican', 0.00033636056)]
dried_chickpeas [('African', 0.0034100597), ('SouthAsian', 0.0027639579)]
cherries [('NorthernEuropean', 0.0027063598), ('WesternEuropean', 0.0014762327)]
cane_sugar [('SouthAsian', 0.0011055832), ('EastAsian', 0.00094149297)]
gochujang_base [('EastAsian', 0.018829858), ('SoutheastAsian', 0.00055991043)]
veal [('SouthernEuropean', 0.01481168), ('EasternEuropean', 0.01312336)]
grand_marnier [('WesternEuropean', 0.0032477118), ('EastAsian', 0.00040349696)]
salad_oil [('SouthAsian', 0.0022111663), ('EastAsian', 0.0021519838)]
gravy [('African', 0.00085251493), ('SouthAsian', 0.0008291874)]
chopped_pecans [('NorthAmerican', 0.0044499706), ('LatinAmerican', 0.0026067945)]
apple_brandy [('WesternEuropean', 0.0017714791), ('NorthAmerican', 0.00054533954)]
anise_seed [('NorthernEuropean', 0.0054127197), ('SouthernEuropean', 0.0015516998)]
pancake [('EastAsian', 0.00067249493), ('SoutheastAsian', 0.00027995522)]
maida_flour [('SouthAsian', 0.0038695412), ('EastAsian', 0.00026899797)]
litchi [('NorthAmerican', 0.00015269507), ('WesternEuropean', 0.00014762327)]
roasted_peanuts [('SoutheastAsian', 0.027715566), ('EastAsian', 0.0053799595)]
vinaigrette_dressing [('SouthernEuropean', 0.00049372268), ('EastAsian', 0.00013449899)]
sea_salt_flakes [('WesternEuropean', 0.0011809862), ('African', 0.00085251493)]
ravioli [('SouthernEuropean', 0.0011285089), ('NorthAmerican', 0.0)]
crostini [('SouthernEuropean', 0.00021159543), ('WesternEuropean', 0.00014762327)]
mussel [('WesternEuropean', 0.0047239447), ('EastAsian', 0.0043039676)]
sunflower_seeds [('EastAsian', 0.00040349696), ('LatinAmerican', 0.00033636056)]
chip_plain_tortilla [('LatinAmerican', 0.00084090146), ('NorthAmerican', 0.0)]
nonstick_spray [('LatinAmerican', 0.0018499832), ('NorthernEuropean', 0.0013531799)]
simple_syrup [('LatinAmerican', 0.0015136226), ('SoutheastAsian', 0.0013997761)]
pizza_sauce [('SouthernEuropean', 0.0050077583), ('LatinAmerican', 0.00075681129)]
baked_potato [('NorthAmerican', 0.00017450865), ('LatinAmerican', 8.4090141e-05)]
liquor [('WesternEuropean', 0.00029524654), ('EastAsian', 0.00013449899)]
broiler_fryers [('NorthAmerican', 8.7254324e-05), ('LatinAmerican', 8.4090141e-05)]
yellow_peppers [('LatinAmerican', 0.0020181634), ('SoutheastAsian', 0.0011198209)]
peeled_prawns [('SoutheastAsian', 0.0011198209), ('EastAsian', 0.00013449899)]
grouper [('African', 0.00085251493), ('WesternEuropean', 0.00059049309)]
white_cake_mix [('SouthAsian', 0.00027639579), ('LatinAmerican', 0.00025227043)]
spelt_flour [('NorthernEuropean', 0.0013531799), ('SouthAsian', 0.00027639579)]
frozen_vegetables [('SoutheastAsian', 0.00055991043), ('SouthAsian', 0.00055279158)]
chambord [('WesternEuropean', 0.00073811633), ('NorthAmerican', 4.3627162e-05)]
_thaw [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
sea_salt [('African', 0.024722932), ('SouthAsian', 0.023493642)]
lentil [('MiddleEastern', 0.015503876), ('African', 0.014492754)]
tartar_sauce [('WesternEuropean', 0.00059049309), ('LatinAmerican', 0.00033636056)]
monkfish_fillets [('African', 0.00085251493), ('WesternEuropean', 0.00044286979)]
peanut_oil [('EastAsian', 0.0072629456), ('SoutheastAsian', 0.0064389696)]
light_alfredo_sauce [('SouthernEuropean', 0.00049372268), ('LatinAmerican', 0.00016818028)]
apricots [('African', 0.0051150895), ('WesternEuropean', 0.0020667256)]
rigatoni [('SouthernEuropean', 0.0043729721), ('WesternEuropean', 0.00014762327)]
enokitake [('EastAsian', 0.0055144588), ('SoutheastAsian', 0.0013997761)]
coconut_oil [('SouthAsian', 0.0008291874), ('NorthAmerican', 0.00028357655)]
citrus [('WesternEuropean', 0.0041334513), ('NorthernEuropean', 0.0027063598)]
brandy [('WesternEuropean', 0.018600531), ('MiddleEastern', 0.017054264)]
elderberry [('WesternEuropean', 0.00014762327), ('NorthAmerican', 8.7254324e-05)]
fresh_raspberries [('WesternEuropean', 0.0073811631), ('SouthernEuropean', 0.0014106362)]
guacamole [('LatinAmerican', 0.015388496), ('EastAsian', 0.00013449899)]
golden_brown_sugar [('WesternEuropean', 0.0036905815), ('NorthernEuropean', 0.0027063598)]
kaiser_rolls [('African', 0.00085251493), ('LatinAmerican', 0.00058863102)]
herb_seasoning [('NorthernEuropean', 0.0013531799), ('SouthernEuropean', 0.00056425447)]
palm [('SoutheastAsian', 0.038073909), ('LatinAmerican', 0.0021863438)]
toasted_walnuts [('NorthernEuropean', 0.0040595401), ('WesternEuropean', 0.0011809862)]
mexicorn [('LatinAmerican', 0.0016818029), ('NorthAmerican', 0.0)]
seafood [('EastAsian', 0.00080699392), ('SouthernEuropean', 0.00021159543)]
habanero_chile [('LatinAmerican', 0.0013454423), ('EastAsian', 0.00013449899)]
yellow_food_coloring [('SouthAsian', 0.0024875621), ('SoutheastAsian', 0.00083986565)]
stout [('WesternEuropean', 0.0028048421), ('LatinAmerican', 0.00042045073)]
roasted_white_sesame_seeds [('EastAsian', 0.00080699392), ('NorthAmerican', 0.0)]
wood [('EastAsian', 0.0033624747), ('SoutheastAsian', 0.0030795073)]
seafood_seasoning [('LatinAmerican', 0.00084090146), ('WesternEuropean', 0.00014762327)]
rolled_oats [('WesternEuropean', 0.0025095956), ('SoutheastAsian', 0.00055991043)]
tubetti [('SouthernEuropean', 0.00049372268), ('NorthAmerican', 0.0)]
chuck_steaks [('WesternEuropean', 0.00059049309), ('SouthAsian', 0.00055279158)]
poblano_peppers [('LatinAmerican', 0.0096703665), ('SouthernEuropean', 7.0531809e-05)]
capellini [('African', 0.00085251493), ('SouthernEuropean', 0.00056425447)]
celery [('NorthAmerican', 0.07268285), ('LatinAmerican', 0.072653882)]
instant_espresso_granules [('WesternEuropean', 0.00029524654), ('SouthernEuropean', 0.00028212724)]
tri_tip_roast [('LatinAmerican', 0.00042045073), ('EastAsian', 0.00013449899)]
curry_leaves [('SouthAsian', 0.057490326), ('SoutheastAsian', 0.00083986565)]
phyllo_pastry [('African', 0.009377664), ('NorthernEuropean', 0.0013531799)]
fresh_curry_leaves [('SouthAsian', 0.018518519), ('SoutheastAsian', 0.00027995522)]
halibut_fillets [('African', 0.0034100597), ('WesternEuropean', 0.0020667256)]
cooked_quinoa [('LatinAmerican', 0.0014295324), ('SouthAsian', 0.0008291874)]
turbinado [('WesternEuropean', 0.0022143489), ('NorthernEuropean', 0.0013531799)]
sour_cherry [('EasternEuropean', 0.0052493438), ('MiddleEastern', 0.0015503876)]
huckleberry [('NorthAmerican', 0.00019632223), ('SouthernEuropean', 7.0531809e-05)]
lager [('LatinAmerican', 0.00058863102), ('WesternEuropean', 0.00044286979)]
satsumas [('EastAsian', 0.00026899797), ('LatinAmerican', 8.4090141e-05)]
edam [('SoutheastAsian', 0.0011198209), ('LatinAmerican', 8.4090141e-05)]
spearmint [('SoutheastAsian', 0.0011198209), ('African', 0.00085251493)]
pot_roast [('African', 0.0017050299), ('WesternEuropean', 0.00014762327)]
sourdough_loaf [('SouthernEuropean', 0.00028212724), ('LatinAmerican', 8.4090141e-05)]
oil [('SouthAsian', 0.15091211), ('SoutheastAsian', 0.09350504)]
wild_mushrooms [('SouthernEuropean', 0.0021159542), ('NorthernEuropean', 0.0013531799)]
chips [('LatinAmerican', 0.0025227044), ('WesternEuropean', 0.00088573957)]
garnish [('African', 0.00085251493), ('WesternEuropean', 0.00029524654)]
blackberry [('MiddleEastern', 0.0062015504), ('NorthAmerican', 0.0031629694)]
kidney [('WesternEuropean', 0.00088573957), ('LatinAmerican', 0.00016818028)]
hoagie_rolls [('SouthernEuropean', 0.00056425447), ('LatinAmerican', 0.00033636056)]
blanched_almonds [('African', 0.010230179), ('NorthernEuropean', 0.0081190802)]
french_dressing [('LatinAmerican', 0.00042045073), ('WesternEuropean', 0.00014762327)]
black [('SouthAsian', 0.00027639579), ('WesternEuropean', 0.00014762327)]
hard_salami [('SouthernEuropean', 0.00021159543), ('LatinAmerican', 0.00016818028)]
cacao [('NorthAmerican', 0.00071984821), ('WesternEuropean', 0.00044286979)]
firm_silken_tofu [('EastAsian', 0.0012104909), ('NorthAmerican', 0.0)]
ale [('WesternEuropean', 0.0011809862), ('African', 0.00085251493)]
yukon_gold_potatoes [('WesternEuropean', 0.010776498), ('African', 0.008525149)]
chipotle_chile [('LatinAmerican', 0.011436259), ('SouthernEuropean', 0.00035265906)]
hot_chili_sauce [('SoutheastAsian', 0.0039193728), ('EastAsian', 0.002017485)]
sausage_casings [('SouthernEuropean', 0.0059246719), ('LatinAmerican', 0.001177262)]
pasta_water [('SouthernEuropean', 0.00070531812), ('EastAsian', 0.00013449899)]
peanut [('SoutheastAsian', 0.11086226), ('EastAsian', 0.053934097)]
cardamom [('SouthAsian', 0.18905473), ('NorthernEuropean', 0.05277402)]
flower [('African', 0.0017050299), ('SouthAsian', 0.0016583748)]
branzino [('SoutheastAsian', 0.00055991043), ('SouthernEuropean', 0.00035265906)]
amchur [('SouthAsian', 0.019071311), ('EastAsian', 0.0022864828)]
starchy_potatoes [('NorthernEuropean', 0.0013531799), ('SouthAsian', 0.00027639579)]
masoor_dal [('SouthAsian', 0.0030403538), ('NorthAmerican', 0.0)]
salted_dry_roasted_peanuts [('SoutheastAsian', 0.0013997761), ('LatinAmerican', 8.4090141e-05)]
sliced_black_olives [('LatinAmerican', 0.0080726538), ('SouthernEuropean', 0.0043729721)]
yellow_split_peas [('SouthAsian', 0.0055279159), ('LatinAmerican', 0.00016818028)]
cottage_cheese [('EasternEuropean', 0.034120735), ('MiddleEastern', 0.0093023255)]
cutlet [('SouthernEuropean', 0.00070531812), ('SoutheastAsian', 0.00027995522)]
yoghurt [('SouthAsian', 0.058319513), ('African', 0.00085251493)]
water [('SoutheastAsian', 0.23712206), ('SouthAsian', 0.22664456)]
globe_eggplant [('SouthernEuropean', 0.00028212724), ('EastAsian', 0.00013449899)]
fettucine [('SouthernEuropean', 0.0098039219), ('LatinAmerican', 0.001177262)]
riesling [('WesternEuropean', 0.0010333628), ('SouthernEuropean', 0.00021159543)]
thin_spaghetti [('SoutheastAsian', 0.00055991043), ('EastAsian', 0.00040349696)]
_peel_and_devein [('NorthAmerican', 0.0), ('MiddleEastern', 0.0)]
gruyere_cheese [('WesternEuropean', 0.0026572188), ('EasternEuropean', 0.0026246719)]
hot_dogs [('SoutheastAsian', 0.0036394177), ('NorthernEuropean', 0.0013531799)]
gluten_free_tamari [('SoutheastAsian', 0.00083986565), ('EastAsian', 0.00040349696)]
raspberries [('NorthernEuropean', 0.0054127197), ('WesternEuropean', 0.0050191912)]
groundnut [('SoutheastAsian', 0.00083986565), ('SouthAsian', 0.0008291874)]
ramps [('NorthernEuropean', 0.0013531799), ('EastAsian', 0.00053799595)]
fresh_udon [('EastAsian', 0.0012104909), ('SoutheastAsian', 0.00027995522)]
queso_anejo [('LatinAmerican', 0.00050454086), ('NorthAmerican', 0.0)]
rose [('MiddleEastern', 0.027906977), ('African', 0.008525149)]
biryani_masala [('SouthAsian', 0.0030403538), ('NorthAmerican', 0.0)]
japanese_plum [('EastAsian', 0.0016139878), ('WesternEuropean', 0.00014762327)]
seedless_red_grapes [('African', 0.0017050299), ('SouthernEuropean', 0.00084638171)]
japanese_eggplants [('EastAsian', 0.0034969738), ('SoutheastAsian', 0.0025195968)]
lingonberry [('NorthernEuropean', 0.0067658997), ('WesternEuropean', 0.00014762327)]
reduced_sodium_black_beans [('LatinAmerican', 0.00058863102), ('NorthAmerican', 0.0)]
allspice [('African', 0.0068201195), ('LatinAmerican', 0.0056340396)]
double_acting_baking_powder [('WesternEuropean', 0.0014762327), ('NorthernEuropean', 0.0013531799)]
fishcake [('EastAsian', 0.0013449899), ('NorthAmerican', 0.0)]
angostura_bitters [('WesternEuropean', 0.00044286979), ('LatinAmerican', 0.00033636056)]
allspice_berries [('NorthernEuropean', 0.0027063598), ('LatinAmerican', 0.0018499832)]
sliced_carrots [('SoutheastAsian', 0.0033594626), ('WesternEuropean', 0.0029524653)]
harissa_paste [('African', 0.016197784), ('WesternEuropean', 0.00014762327)]
thai_green_curry_paste [('SoutheastAsian', 0.013717805), ('EastAsian', 0.00013449899)]
baguette [('SouthernEuropean', 0.01050924), ('WesternEuropean', 0.0093002655)]
swiss_cheese [('EasternEuropean', 0.01312336), ('NorthAmerican', 0.0099906204)]
In [6]:
with open('../dat/food2cuisine.json', 'w') as f:
json.dump(food2cuisine, f, indent=2)
In [6]:
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 [7]:
legend_order = [
'African',
'LatinAmerican',
'NorthAmerican',
'EastAsian',
'SouthAsian',
'SoutheastAsian',
'MiddleEastern',
'NorthernEuropean',
'EasternEuropean',
'WesternEuropean',
'SouthernEuropean',
]
In [8]:
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()
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)
In [9]:
len(vocab)
Out[9]:
2087
In [10]:
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 [11]:
recipe_embeddings = build_recipe_embedding(recipes, nemb, food2id)
In [12]:
# subset = np.random.choice(range(len(recipe_embeddings)), 2000, replace=False)
# small = [recipe_embeddings[idx] for idx in subset]
In [13]:
cuisine_labels, ingredients, embeddings = zip(*recipe_embeddings)
cuisine_labels = list(cuisine_labels)
recipe_nemb = np.vstack(embeddings)
In [14]:
cuisine_counter = collections.Counter(cuisine_labels)
In [15]:
cuisine_counter
Out[15]:
Counter({'African': 1173,
'EastAsian': 7435,
'EasternEuropean': 381,
'LatinAmerican': 11892,
'MiddleEastern': 645,
'NorthAmerican': 45842,
'NorthernEuropean': 739,
'SouthAsian': 3618,
'SoutheastAsian': 3572,
'SouthernEuropean': 14178,
'WesternEuropean': 6774})
In [16]:
recipe_emb_path = os.path.join(path, 'low_dim_recipe_embs.npz')
In [19]:
%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.))
The wurlitzer extension is already loaded. To reload it, use:
%reload_ext wurlitzer
Performing t-SNE using 4 cores.
Using no_dims = 2, perplexity = 30.000000, and theta = 0.500000
Computing input similarities...
Building tree...
- point 10000 of 96249
- point 20000 of 96249
- point 30000 of 96249
- point 40000 of 96249
- point 50000 of 96249
- point 60000 of 96249
- point 70000 of 96249
- point 80000 of 96249
- point 90000 of 96249
Done in 154.00 seconds (sparsity = 0.001613)!
Learning embedding...
Iteration 50: error is 121.782380 (50 iterations in 17.00 seconds)
Iteration 100: error is 121.782380 (50 iterations in 19.00 seconds)
Iteration 150: error is 121.782377 (50 iterations in 18.00 seconds)
Iteration 200: error is 121.780984 (50 iterations in 21.00 seconds)
Iteration 250: error is 7.476535 (50 iterations in 19.00 seconds)
Iteration 300: error is 6.276218 (50 iterations in 17.00 seconds)
Iteration 350: error is 5.820624 (50 iterations in 18.00 seconds)
Iteration 400: error is 5.594034 (50 iterations in 17.00 seconds)
Iteration 450: error is 5.439579 (50 iterations in 18.00 seconds)
Iteration 500: error is 5.319729 (50 iterations in 17.00 seconds)
Iteration 550: error is 5.222174 (50 iterations in 18.00 seconds)
Iteration 600: error is 5.140885 (50 iterations in 17.00 seconds)
Iteration 650: error is 5.070913 (50 iterations in 18.00 seconds)
Iteration 700: error is 5.010239 (50 iterations in 18.00 seconds)
Iteration 750: error is 4.956907 (50 iterations in 19.00 seconds)
Iteration 800: error is 4.909220 (50 iterations in 19.00 seconds)
Iteration 850: error is 4.866070 (50 iterations in 17.00 seconds)
Iteration 900: error is 4.826238 (50 iterations in 19.00 seconds)
Iteration 950: error is 4.789489 (50 iterations in 19.00 seconds)
time to run tsne on 96249 points: 9.106 mins
Iteration 999: error is 4.756229 (50 iterations in 19.00 seconds)
Fitting performed in 364.00 seconds.
In [17]:
with open(recipe_emb_path, 'rb') as f:
low_dim_recipe_embs = np.load(f)['arr_0']
In [18]:
# 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 [19]:
# 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 [22]:
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 [23]:
# 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 [24]:
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.))
[t-SNE] Computing pairwise distances...
[t-SNE] Computing 10 nearest neighbors...
[t-SNE] Computed conditional probabilities for sample 11 / 11
[t-SNE] Mean sigma: 1125899906842624.000000
[t-SNE] Error after 100 iterations with early exaggeration: 0.614267
[t-SNE] Error after 125 iterations: 0.546307
time to run tsne on 11 points: 0.002 mins
In [25]:
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 [27]:
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 [28]:
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 [29]:
# 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'))
Content source: altosaar/food2vec
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