master-thesis/1M_evaluation.ipynb

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 1M recipes evaluation"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import json\n",
"\n",
"import nltk\n",
"from nltk.stem import PorterStemmer\n",
"from nltk.stem import LancasterStemmer\n",
"from nltk.corpus import stopwords as nltk_stopwords\n",
"\n",
"from pprint import pprint\n",
"\n",
"from gensim.test.utils import common_texts, get_tmpfile\n",
"from gensim.models import Word2Vec, KeyedVectors\n",
"\n",
"from json_buffered_reader import JSON_buffered_reader as JSON_br\n",
"\n",
"import pandas as pd\n",
"\n",
"import settings"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"from ipypb import track"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"from IPython.display import HTML, Markdown"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"* load model"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"wv = KeyedVectors.load(\"data/wordvectors.kv\")"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"porter = PorterStemmer()\n",
"def word_similarity(word_a:str, word_b:str, model=wv, stemmer=porter):\n",
" return model.similarity(stemmer.stem(word_a), stemmer.stem(word_b))\n",
"\n",
"def word_exists(word:str, model=wv, stemmer=porter):\n",
" return stemmer.stem(word) in model\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"* check for a list of cooking verbs and ingredients whether they're represented by our model"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"from cooking_vocab import cooking_verbs\n",
"from cooking_ingredients import ingredients\n",
"\n",
"model_actions = []\n",
"model_ingredients = []\n",
"\n",
"for action in cooking_verbs:\n",
" if word_exists(action):\n",
" model_actions.append(action)\n",
"\n",
"for ingredient in ingredients:\n",
" if word_exists(ingredient):\n",
" model_ingredients.append(ingredient)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"'found 109 of 111 valid actions and 160 of 648 valid ingredients'\n"
]
}
],
"source": [
"pprint(f\"found {len(model_actions)} of {len(cooking_verbs)} valid actions and {len(model_ingredients)} of {len(ingredients)} valid ingredients\")"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"stemmed_ingredients = [porter.stem(ing) for ing in model_ingredients]\n",
"stemmed_actions = [porter.stem(act) for act in model_actions]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## cross-category-similarites\n",
"* now get the most likely ingredients for every action:"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"def find_most_similar_to_given_elementwise(unstemmed_targets, stemmed_comparison_list, n = 10):\n",
" data = []\n",
" for target in unstemmed_targets:\n",
" comps = stemmed_comparison_list[:]\n",
" bests = []\n",
" for i in range(n):\n",
" best = wv.most_similar_to_given(porter.stem(target), comps)\n",
" comps.remove(best)\n",
" bests.append(best)\n",
" data.append([target] + bests)\n",
" return pd.DataFrame(data, columns=[\"Target\"] + [\"#\" + str(i+1) for i in range(n)])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Cooking Action to Ingredient"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Target</th>\n",
" <th>#1</th>\n",
" <th>#2</th>\n",
" <th>#3</th>\n",
" <th>#4</th>\n",
" <th>#5</th>\n",
" <th>#6</th>\n",
" <th>#7</th>\n",
" <th>#8</th>\n",
" <th>#9</th>\n",
" <th>#10</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>add</td>\n",
" <td>celeri</td>\n",
" <td>scallion</td>\n",
" <td>parsley</td>\n",
" <td>thyme</td>\n",
" <td>basil</td>\n",
" <td>onion</td>\n",
" <td>cilantro</td>\n",
" <td>ginger</td>\n",
" <td>oregano</td>\n",
" <td>chive</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>adjust</td>\n",
" <td>salt</td>\n",
" <td>cayenn</td>\n",
" <td>pepper</td>\n",
" <td>sriracha</td>\n",
" <td>vinegar</td>\n",
" <td>ketchup</td>\n",
" <td>nutmeg</td>\n",
" <td>oregano</td>\n",
" <td>paprika</td>\n",
" <td>chili</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>arrange</td>\n",
" <td>scallion</td>\n",
" <td>lettuc</td>\n",
" <td>arugula</td>\n",
" <td>avocado</td>\n",
" <td>watercress</td>\n",
" <td>cucumb</td>\n",
" <td>zucchini</td>\n",
" <td>carrot</td>\n",
" <td>prosciutto</td>\n",
" <td>pineappl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>bake</td>\n",
" <td>cornmeal</td>\n",
" <td>pecan</td>\n",
" <td>hazelnut</td>\n",
" <td>cinnamon</td>\n",
" <td>vanilla</td>\n",
" <td>almond</td>\n",
" <td>shorten</td>\n",
" <td>flour</td>\n",
" <td>walnut</td>\n",
" <td>butter</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>baste</td>\n",
" <td>veget</td>\n",
" <td>chicken</td>\n",
" <td>pork</td>\n",
" <td>meat</td>\n",
" <td>juic</td>\n",
" <td>season</td>\n",
" <td>pineappl</td>\n",
" <td>shrimp</td>\n",
" <td>tomato</td>\n",
" <td>appl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>batter</td>\n",
" <td>dough</td>\n",
" <td>flour</td>\n",
" <td>mascarpon</td>\n",
" <td>ice</td>\n",
" <td>polenta</td>\n",
" <td>cornmeal</td>\n",
" <td>tortilla</td>\n",
" <td>banana</td>\n",
" <td>buttermilk</td>\n",
" <td>coconut</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>beat</td>\n",
" <td>vanilla</td>\n",
" <td>shorten</td>\n",
" <td>cream</td>\n",
" <td>milk</td>\n",
" <td>sugar</td>\n",
" <td>egg</td>\n",
" <td>buttermilk</td>\n",
" <td>molass</td>\n",
" <td>margarin</td>\n",
" <td>mascarpon</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>blend</td>\n",
" <td>buttermilk</td>\n",
" <td>cream</td>\n",
" <td>yoghurt</td>\n",
" <td>nutmeg</td>\n",
" <td>molass</td>\n",
" <td>milk</td>\n",
" <td>vanilla</td>\n",
" <td>allspic</td>\n",
" <td>honey</td>\n",
" <td>sugar</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>boil</td>\n",
" <td>water</td>\n",
" <td>linguin</td>\n",
" <td>dashi</td>\n",
" <td>penn</td>\n",
" <td>saffron</td>\n",
" <td>sake</td>\n",
" <td>cornflour</td>\n",
" <td>mirin</td>\n",
" <td>pasta</td>\n",
" <td>vinegar</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>braise</td>\n",
" <td>turnip</td>\n",
" <td>pork</td>\n",
" <td>beet</td>\n",
" <td>kimchi</td>\n",
" <td>tomato</td>\n",
" <td>mushroom</td>\n",
" <td>chickpea</td>\n",
" <td>carrot</td>\n",
" <td>beef</td>\n",
" <td>cabbag</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>break</td>\n",
" <td>avocado</td>\n",
" <td>scallion</td>\n",
" <td>onion</td>\n",
" <td>zucchini</td>\n",
" <td>sausag</td>\n",
" <td>corn</td>\n",
" <td>bacon</td>\n",
" <td>shallot</td>\n",
" <td>spinach</td>\n",
" <td>pineappl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>bread</td>\n",
" <td>bread</td>\n",
" <td>baguett</td>\n",
" <td>prosciutto</td>\n",
" <td>tortilla</td>\n",
" <td>eggplant</td>\n",
" <td>avocado</td>\n",
" <td>chees</td>\n",
" <td>banana</td>\n",
" <td>butter</td>\n",
" <td>ham</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>broil</td>\n",
" <td>scallion</td>\n",
" <td>ham</td>\n",
" <td>prosciutto</td>\n",
" <td>onion</td>\n",
" <td>shrimp</td>\n",
" <td>baguett</td>\n",
" <td>garlic</td>\n",
" <td>paprika</td>\n",
" <td>shallot</td>\n",
" <td>chees</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>brown</td>\n",
" <td>butter</td>\n",
" <td>molass</td>\n",
" <td>salt</td>\n",
" <td>margarin</td>\n",
" <td>paprika</td>\n",
" <td>flour</td>\n",
" <td>oil</td>\n",
" <td>cinnamon</td>\n",
" <td>egg</td>\n",
" <td>shorten</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>brush</td>\n",
" <td>oliv</td>\n",
" <td>butter</td>\n",
" <td>bread</td>\n",
" <td>oil</td>\n",
" <td>lemon</td>\n",
" <td>mustard</td>\n",
" <td>season</td>\n",
" <td>flour</td>\n",
" <td>egg</td>\n",
" <td>honey</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>build</td>\n",
" <td>guacamol</td>\n",
" <td>tortilla</td>\n",
" <td>baguett</td>\n",
" <td>avocado</td>\n",
" <td>salsa</td>\n",
" <td>lettuc</td>\n",
" <td>ketchup</td>\n",
" <td>kimchi</td>\n",
" <td>oliv</td>\n",
" <td>lime</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>burn</td>\n",
" <td>margarin</td>\n",
" <td>butter</td>\n",
" <td>molass</td>\n",
" <td>raisin</td>\n",
" <td>shallot</td>\n",
" <td>oil</td>\n",
" <td>vinegar</td>\n",
" <td>seed</td>\n",
" <td>chilli</td>\n",
" <td>cinnamon</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>bury</td>\n",
" <td>ham</td>\n",
" <td>turnip</td>\n",
" <td>beef</td>\n",
" <td>carrot</td>\n",
" <td>pork</td>\n",
" <td>meat</td>\n",
" <td>celeri</td>\n",
" <td>radish</td>\n",
" <td>cabbag</td>\n",
" <td>sausag</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>carve</td>\n",
" <td>pork</td>\n",
" <td>meat</td>\n",
" <td>beef</td>\n",
" <td>ham</td>\n",
" <td>season</td>\n",
" <td>chicken</td>\n",
" <td>juic</td>\n",
" <td>sausag</td>\n",
" <td>baguett</td>\n",
" <td>prosciutto</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>check</td>\n",
" <td>potato</td>\n",
" <td>pepper</td>\n",
" <td>rice</td>\n",
" <td>tumer</td>\n",
" <td>pimento</td>\n",
" <td>cayenn</td>\n",
" <td>chili</td>\n",
" <td>thyme</td>\n",
" <td>carrot</td>\n",
" <td>sriracha</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>chill</td>\n",
" <td>ice</td>\n",
" <td>mascarpon</td>\n",
" <td>strawberri</td>\n",
" <td>yoghurt</td>\n",
" <td>cornflour</td>\n",
" <td>mayonais</td>\n",
" <td>cream</td>\n",
" <td>buttermilk</td>\n",
" <td>brandi</td>\n",
" <td>tequila</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>chop</td>\n",
" <td>scallion</td>\n",
" <td>cilantro</td>\n",
" <td>celeri</td>\n",
" <td>parsley</td>\n",
" <td>carrot</td>\n",
" <td>thyme</td>\n",
" <td>chive</td>\n",
" <td>basil</td>\n",
" <td>shallot</td>\n",
" <td>watercress</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>clarify</td>\n",
" <td>ghee</td>\n",
" <td>lard</td>\n",
" <td>margarin</td>\n",
" <td>peanut</td>\n",
" <td>shorten</td>\n",
" <td>oliv</td>\n",
" <td>oil</td>\n",
" <td>butter</td>\n",
" <td>brandi</td>\n",
" <td>dashi</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>close</td>\n",
" <td>lemongrass</td>\n",
" <td>cucumb</td>\n",
" <td>prosciutto</td>\n",
" <td>pineappl</td>\n",
" <td>pimento</td>\n",
" <td>chile</td>\n",
" <td>okra</td>\n",
" <td>cream</td>\n",
" <td>sriracha</td>\n",
" <td>tomatillo</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>cook</td>\n",
" <td>sausag</td>\n",
" <td>mushroom</td>\n",
" <td>carrot</td>\n",
" <td>scallion</td>\n",
" <td>veget</td>\n",
" <td>onion</td>\n",
" <td>gingerroot</td>\n",
" <td>leek</td>\n",
" <td>pancetta</td>\n",
" <td>zucchini</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>cool</td>\n",
" <td>ice</td>\n",
" <td>hazelnut</td>\n",
" <td>mascarpon</td>\n",
" <td>strawberri</td>\n",
" <td>pecan</td>\n",
" <td>almond</td>\n",
" <td>brandi</td>\n",
" <td>coconut</td>\n",
" <td>cornflour</td>\n",
" <td>banana</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>correct</td>\n",
" <td>salt</td>\n",
" <td>sriracha</td>\n",
" <td>cayenn</td>\n",
" <td>guacamol</td>\n",
" <td>flour</td>\n",
" <td>molass</td>\n",
" <td>pesto</td>\n",
" <td>pepper</td>\n",
" <td>honey</td>\n",
" <td>tumer</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>cover</td>\n",
" <td>bean</td>\n",
" <td>pasta</td>\n",
" <td>cauliflow</td>\n",
" <td>spinach</td>\n",
" <td>carrot</td>\n",
" <td>asparagu</td>\n",
" <td>spaghetti</td>\n",
" <td>potato</td>\n",
" <td>nutmeg</td>\n",
" <td>broccoli</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>crack</td>\n",
" <td>clove</td>\n",
" <td>cardamom</td>\n",
" <td>salt</td>\n",
" <td>cayenn</td>\n",
" <td>nutmeg</td>\n",
" <td>bread</td>\n",
" <td>oregano</td>\n",
" <td>dough</td>\n",
" <td>allspic</td>\n",
" <td>rosemari</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>crumple</td>\n",
" <td>dough</td>\n",
" <td>lettuc</td>\n",
" <td>tortilla</td>\n",
" <td>baguett</td>\n",
" <td>arugula</td>\n",
" <td>prosciutto</td>\n",
" <td>bread</td>\n",
" <td>watercress</td>\n",
" <td>ricotta</td>\n",
" <td>mint</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>curdle</td>\n",
" <td>mayonais</td>\n",
" <td>noodl</td>\n",
" <td>molass</td>\n",
" <td>buttermilk</td>\n",
" <td>egg</td>\n",
" <td>yoghurt</td>\n",
" <td>milk</td>\n",
" <td>cornflour</td>\n",
" <td>crawfish</td>\n",
" <td>mascarpon</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>cut</td>\n",
" <td>lettuc</td>\n",
" <td>scallion</td>\n",
" <td>cucumb</td>\n",
" <td>celeri</td>\n",
" <td>avocado</td>\n",
" <td>onion</td>\n",
" <td>carrot</td>\n",
" <td>radish</td>\n",
" <td>arugula</td>\n",
" <td>zucchini</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>debone</td>\n",
" <td>pork</td>\n",
" <td>chicken</td>\n",
" <td>season</td>\n",
" <td>meat</td>\n",
" <td>ham</td>\n",
" <td>beef</td>\n",
" <td>crawfish</td>\n",
" <td>potato</td>\n",
" <td>dashi</td>\n",
" <td>okra</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>dice</td>\n",
" <td>celeri</td>\n",
" <td>carrot</td>\n",
" <td>scallion</td>\n",
" <td>onion</td>\n",
" <td>cucumb</td>\n",
" <td>cilantro</td>\n",
" <td>avocado</td>\n",
" <td>shallot</td>\n",
" <td>pea</td>\n",
" <td>tomato</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>discard</td>\n",
" <td>juic</td>\n",
" <td>orang</td>\n",
" <td>scallion</td>\n",
" <td>lemon</td>\n",
" <td>tomato</td>\n",
" <td>thyme</td>\n",
" <td>coriand</td>\n",
" <td>celeri</td>\n",
" <td>cilantro</td>\n",
" <td>ginger</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>drain</td>\n",
" <td>broccoli</td>\n",
" <td>pea</td>\n",
" <td>carrot</td>\n",
" <td>kale</td>\n",
" <td>chickpea</td>\n",
" <td>juic</td>\n",
" <td>zucchini</td>\n",
" <td>spinach</td>\n",
" <td>okra</td>\n",
" <td>cabbag</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>dress</td>\n",
" <td>salsa</td>\n",
" <td>pesto</td>\n",
" <td>arugula</td>\n",
" <td>watercress</td>\n",
" <td>lettuc</td>\n",
" <td>sauc</td>\n",
" <td>avocado</td>\n",
" <td>oliv</td>\n",
" <td>cucumb</td>\n",
" <td>mayonais</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>fillet</td>\n",
" <td>shrimp</td>\n",
" <td>tortilla</td>\n",
" <td>season</td>\n",
" <td>chicken</td>\n",
" <td>caper</td>\n",
" <td>baguett</td>\n",
" <td>eggplant</td>\n",
" <td>asparagu</td>\n",
" <td>pepper</td>\n",
" <td>pork</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>flour</td>\n",
" <td>flour</td>\n",
" <td>cornmeal</td>\n",
" <td>cinnamon</td>\n",
" <td>sugar</td>\n",
" <td>buttermilk</td>\n",
" <td>butter</td>\n",
" <td>milk</td>\n",
" <td>shorten</td>\n",
" <td>nutmeg</td>\n",
" <td>margarin</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>fold</td>\n",
" <td>chees</td>\n",
" <td>egg</td>\n",
" <td>ricotta</td>\n",
" <td>scallion</td>\n",
" <td>almond</td>\n",
" <td>orang</td>\n",
" <td>pecan</td>\n",
" <td>chive</td>\n",
" <td>banana</td>\n",
" <td>buttermilk</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>freeze</td>\n",
" <td>strawberri</td>\n",
" <td>ice</td>\n",
" <td>banana</td>\n",
" <td>dough</td>\n",
" <td>mascarpon</td>\n",
" <td>peach</td>\n",
" <td>yoghurt</td>\n",
" <td>mango</td>\n",
" <td>ricotta</td>\n",
" <td>baguett</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>fry</td>\n",
" <td>oil</td>\n",
" <td>sausag</td>\n",
" <td>oliv</td>\n",
" <td>pancetta</td>\n",
" <td>bacon</td>\n",
" <td>shallot</td>\n",
" <td>onion</td>\n",
" <td>scallion</td>\n",
" <td>garlic</td>\n",
" <td>ghee</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>garnish</td>\n",
" <td>cilantro</td>\n",
" <td>mint</td>\n",
" <td>lime</td>\n",
" <td>chive</td>\n",
" <td>orang</td>\n",
" <td>basil</td>\n",
" <td>parsley</td>\n",
" <td>scallion</td>\n",
" <td>lemon</td>\n",
" <td>arugula</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>glaze</td>\n",
" <td>sauc</td>\n",
" <td>brandi</td>\n",
" <td>honey</td>\n",
" <td>ice</td>\n",
" <td>juic</td>\n",
" <td>sugar</td>\n",
" <td>orang</td>\n",
" <td>pecan</td>\n",
" <td>molass</td>\n",
" <td>peach</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>grate</td>\n",
" <td>chive</td>\n",
" <td>oliv</td>\n",
" <td>scallion</td>\n",
" <td>cilantro</td>\n",
" <td>parsley</td>\n",
" <td>lemon</td>\n",
" <td>thyme</td>\n",
" <td>basil</td>\n",
" <td>ricotta</td>\n",
" <td>paprika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td>grind</td>\n",
" <td>cayenn</td>\n",
" <td>coriand</td>\n",
" <td>salt</td>\n",
" <td>allspic</td>\n",
" <td>cumin</td>\n",
" <td>garlic</td>\n",
" <td>paprika</td>\n",
" <td>parsley</td>\n",
" <td>oregano</td>\n",
" <td>nutmeg</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>grill</td>\n",
" <td>ham</td>\n",
" <td>pork</td>\n",
" <td>oliv</td>\n",
" <td>sausag</td>\n",
" <td>shrimp</td>\n",
" <td>bacon</td>\n",
" <td>prosciutto</td>\n",
" <td>pepper</td>\n",
" <td>baguett</td>\n",
" <td>pancetta</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td>gut</td>\n",
" <td>seed</td>\n",
" <td>avocado</td>\n",
" <td>lime</td>\n",
" <td>juic</td>\n",
" <td>lemongrass</td>\n",
" <td>tomatillo</td>\n",
" <td>clove</td>\n",
" <td>okra</td>\n",
" <td>chilli</td>\n",
" <td>chile</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>heat</td>\n",
" <td>ghee</td>\n",
" <td>oliv</td>\n",
" <td>oil</td>\n",
" <td>shallot</td>\n",
" <td>veget</td>\n",
" <td>lard</td>\n",
" <td>vinegar</td>\n",
" <td>pancetta</td>\n",
" <td>peanut</td>\n",
" <td>gingerroot</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>knead</td>\n",
" <td>dough</td>\n",
" <td>flour</td>\n",
" <td>yeast</td>\n",
" <td>cornflour</td>\n",
" <td>cornmeal</td>\n",
" <td>bread</td>\n",
" <td>tortilla</td>\n",
" <td>buttermilk</td>\n",
" <td>lard</td>\n",
" <td>shorten</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>lower</td>\n",
" <td>ghee</td>\n",
" <td>tomatillo</td>\n",
" <td>tortilla</td>\n",
" <td>leek</td>\n",
" <td>spaghetti</td>\n",
" <td>oliv</td>\n",
" <td>scallion</td>\n",
" <td>crawfish</td>\n",
" <td>shallot</td>\n",
" <td>brandi</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>macerate</td>\n",
" <td>peach</td>\n",
" <td>strawberri</td>\n",
" <td>brandi</td>\n",
" <td>mint</td>\n",
" <td>juic</td>\n",
" <td>lime</td>\n",
" <td>banana</td>\n",
" <td>mango</td>\n",
" <td>orang</td>\n",
" <td>pineappl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>marinate</td>\n",
" <td>season</td>\n",
" <td>lettuc</td>\n",
" <td>pork</td>\n",
" <td>cucumb</td>\n",
" <td>shrimp</td>\n",
" <td>chicken</td>\n",
" <td>avocado</td>\n",
" <td>salsa</td>\n",
" <td>kimchi</td>\n",
" <td>watercress</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>mash</td>\n",
" <td>carrot</td>\n",
" <td>yoghurt</td>\n",
" <td>celeri</td>\n",
" <td>shallot</td>\n",
" <td>potato</td>\n",
" <td>onion</td>\n",
" <td>allspic</td>\n",
" <td>spinach</td>\n",
" <td>chive</td>\n",
" <td>chickpea</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>melt</td>\n",
" <td>cream</td>\n",
" <td>peanut</td>\n",
" <td>margarin</td>\n",
" <td>butter</td>\n",
" <td>shorten</td>\n",
" <td>sugar</td>\n",
" <td>milk</td>\n",
" <td>mascarpon</td>\n",
" <td>honey</td>\n",
" <td>pecan</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>mince</td>\n",
" <td>cilantro</td>\n",
" <td>scallion</td>\n",
" <td>parsley</td>\n",
" <td>thyme</td>\n",
" <td>shallot</td>\n",
" <td>celeri</td>\n",
" <td>garlic</td>\n",
" <td>chive</td>\n",
" <td>basil</td>\n",
" <td>onion</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56</th>\n",
" <td>mix</td>\n",
" <td>buttermilk</td>\n",
" <td>nutmeg</td>\n",
" <td>cream</td>\n",
" <td>milk</td>\n",
" <td>margarin</td>\n",
" <td>allspic</td>\n",
" <td>egg</td>\n",
" <td>yoghurt</td>\n",
" <td>molass</td>\n",
" <td>salt</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td>open</td>\n",
" <td>baguett</td>\n",
" <td>clove</td>\n",
" <td>seed</td>\n",
" <td>bread</td>\n",
" <td>mussel</td>\n",
" <td>tortilla</td>\n",
" <td>lemongrass</td>\n",
" <td>tomatillo</td>\n",
" <td>juic</td>\n",
" <td>cucumb</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>parboil</td>\n",
" <td>turnip</td>\n",
" <td>carrot</td>\n",
" <td>broccoli</td>\n",
" <td>cauliflow</td>\n",
" <td>okra</td>\n",
" <td>cabbag</td>\n",
" <td>radish</td>\n",
" <td>zucchini</td>\n",
" <td>pea</td>\n",
" <td>daikon</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>peel</td>\n",
" <td>orang</td>\n",
" <td>carrot</td>\n",
" <td>juic</td>\n",
" <td>ginger</td>\n",
" <td>celeri</td>\n",
" <td>beet</td>\n",
" <td>clove</td>\n",
" <td>cucumb</td>\n",
" <td>lemon</td>\n",
" <td>radish</td>\n",
" </tr>\n",
" <tr>\n",
" <th>60</th>\n",
" <td>pickle</td>\n",
" <td>cucumb</td>\n",
" <td>radish</td>\n",
" <td>pimento</td>\n",
" <td>caper</td>\n",
" <td>cilantro</td>\n",
" <td>scallion</td>\n",
" <td>tomato</td>\n",
" <td>chive</td>\n",
" <td>celeri</td>\n",
" <td>carrot</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>place</td>\n",
" <td>scallion</td>\n",
" <td>celeri</td>\n",
" <td>oliv</td>\n",
" <td>onion</td>\n",
" <td>lemon</td>\n",
" <td>orang</td>\n",
" <td>carrot</td>\n",
" <td>avocado</td>\n",
" <td>butter</td>\n",
" <td>lettuc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>poach</td>\n",
" <td>asparagu</td>\n",
" <td>noodl</td>\n",
" <td>brandi</td>\n",
" <td>veget</td>\n",
" <td>shiitak</td>\n",
" <td>chickpea</td>\n",
" <td>mussel</td>\n",
" <td>buttermilk</td>\n",
" <td>okra</td>\n",
" <td>mushroom</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63</th>\n",
" <td>pour</td>\n",
" <td>milk</td>\n",
" <td>honey</td>\n",
" <td>orang</td>\n",
" <td>lemon</td>\n",
" <td>tomato</td>\n",
" <td>lime</td>\n",
" <td>molass</td>\n",
" <td>mustard</td>\n",
" <td>pineappl</td>\n",
" <td>buttermilk</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>prepare</td>\n",
" <td>sauc</td>\n",
" <td>shrimp</td>\n",
" <td>pecan</td>\n",
" <td>pineappl</td>\n",
" <td>lettuc</td>\n",
" <td>walnut</td>\n",
" <td>bread</td>\n",
" <td>baguett</td>\n",
" <td>peach</td>\n",
" <td>mango</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65</th>\n",
" <td>pull</td>\n",
" <td>meat</td>\n",
" <td>pineappl</td>\n",
" <td>sausag</td>\n",
" <td>tortilla</td>\n",
" <td>dough</td>\n",
" <td>ham</td>\n",
" <td>potato</td>\n",
" <td>bread</td>\n",
" <td>chees</td>\n",
" <td>avocado</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66</th>\n",
" <td>put</td>\n",
" <td>scallion</td>\n",
" <td>lemon</td>\n",
" <td>orang</td>\n",
" <td>oliv</td>\n",
" <td>chive</td>\n",
" <td>lime</td>\n",
" <td>celeri</td>\n",
" <td>parsley</td>\n",
" <td>cilantro</td>\n",
" <td>almond</td>\n",
" </tr>\n",
" <tr>\n",
" <th>67</th>\n",
" <td>reduce</td>\n",
" <td>brandi</td>\n",
" <td>tomato</td>\n",
" <td>shallot</td>\n",
" <td>ghee</td>\n",
" <td>saffron</td>\n",
" <td>sriracha</td>\n",
" <td>honey</td>\n",
" <td>tomatillo</td>\n",
" <td>caper</td>\n",
" <td>lard</td>\n",
" </tr>\n",
" <tr>\n",
" <th>68</th>\n",
" <td>refrigerate</td>\n",
" <td>mascarpon</td>\n",
" <td>yoghurt</td>\n",
" <td>strawberri</td>\n",
" <td>ice</td>\n",
" <td>cornflour</td>\n",
" <td>dough</td>\n",
" <td>buttermilk</td>\n",
" <td>dashi</td>\n",
" <td>cucumb</td>\n",
" <td>tequila</td>\n",
" </tr>\n",
" <tr>\n",
" <th>69</th>\n",
" <td>remove</td>\n",
" <td>juic</td>\n",
" <td>pork</td>\n",
" <td>shallot</td>\n",
" <td>ham</td>\n",
" <td>season</td>\n",
" <td>lemongrass</td>\n",
" <td>oliv</td>\n",
" <td>onion</td>\n",
" <td>gingerroot</td>\n",
" <td>garlic</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>rinse</td>\n",
" <td>cucumb</td>\n",
" <td>pea</td>\n",
" <td>celeri</td>\n",
" <td>spinach</td>\n",
" <td>scallion</td>\n",
" <td>season</td>\n",
" <td>radish</td>\n",
" <td>beansprout</td>\n",
" <td>carrot</td>\n",
" <td>watercress</td>\n",
" </tr>\n",
" <tr>\n",
" <th>71</th>\n",
" <td>roast</td>\n",
" <td>oil</td>\n",
" <td>pork</td>\n",
" <td>ham</td>\n",
" <td>oliv</td>\n",
" <td>juic</td>\n",
" <td>onion</td>\n",
" <td>chicken</td>\n",
" <td>shallot</td>\n",
" <td>carrot</td>\n",
" <td>tomato</td>\n",
" </tr>\n",
" <tr>\n",
" <th>72</th>\n",
" <td>rollout</td>\n",
" <td>dough</td>\n",
" <td>cinnamon</td>\n",
" <td>flour</td>\n",
" <td>hazelnut</td>\n",
" <td>cornmeal</td>\n",
" <td>vanilla</td>\n",
" <td>sugar</td>\n",
" <td>yeast</td>\n",
" <td>ice</td>\n",
" <td>walnut</td>\n",
" </tr>\n",
" <tr>\n",
" <th>73</th>\n",
" <td>rollup</td>\n",
" <td>baguett</td>\n",
" <td>banana</td>\n",
" <td>strawberri</td>\n",
" <td>lime</td>\n",
" <td>guacamol</td>\n",
" <td>peach</td>\n",
" <td>bread</td>\n",
" <td>orang</td>\n",
" <td>pineappl</td>\n",
" <td>yoghurt</td>\n",
" </tr>\n",
" <tr>\n",
" <th>74</th>\n",
" <td>rub</td>\n",
" <td>season</td>\n",
" <td>salt</td>\n",
" <td>spice</td>\n",
" <td>rosemari</td>\n",
" <td>mustard</td>\n",
" <td>paprika</td>\n",
" <td>flour</td>\n",
" <td>oliv</td>\n",
" <td>oregano</td>\n",
" <td>butter</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75</th>\n",
" <td>salt</td>\n",
" <td>salt</td>\n",
" <td>cayenn</td>\n",
" <td>paprika</td>\n",
" <td>nutmeg</td>\n",
" <td>allspic</td>\n",
" <td>oregano</td>\n",
" <td>cumin</td>\n",
" <td>marjoram</td>\n",
" <td>thyme</td>\n",
" <td>rosemari</td>\n",
" </tr>\n",
" <tr>\n",
" <th>76</th>\n",
" <td>scoop</td>\n",
" <td>ricotta</td>\n",
" <td>avocado</td>\n",
" <td>mascarpon</td>\n",
" <td>dough</td>\n",
" <td>water</td>\n",
" <td>zucchini</td>\n",
" <td>mango</td>\n",
" <td>banana</td>\n",
" <td>tortilla</td>\n",
" <td>lettuc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>77</th>\n",
" <td>scorch</td>\n",
" <td>molass</td>\n",
" <td>corn</td>\n",
" <td>margarin</td>\n",
" <td>rice</td>\n",
" <td>gingerroot</td>\n",
" <td>coconut</td>\n",
" <td>butter</td>\n",
" <td>chile</td>\n",
" <td>ketchup</td>\n",
" <td>lemongrass</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>scramble</td>\n",
" <td>noodl</td>\n",
" <td>grit</td>\n",
" <td>beansprout</td>\n",
" <td>kimchi</td>\n",
" <td>sausag</td>\n",
" <td>bacon</td>\n",
" <td>pancetta</td>\n",
" <td>paneer</td>\n",
" <td>fettucin</td>\n",
" <td>tortilla</td>\n",
" </tr>\n",
" <tr>\n",
" <th>79</th>\n",
" <td>season</td>\n",
" <td>season</td>\n",
" <td>paprika</td>\n",
" <td>pepper</td>\n",
" <td>oregano</td>\n",
" <td>cayenn</td>\n",
" <td>mustard</td>\n",
" <td>spice</td>\n",
" <td>marjoram</td>\n",
" <td>cumin</td>\n",
" <td>parsley</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>serve</td>\n",
" <td>lettuc</td>\n",
" <td>watercress</td>\n",
" <td>arugula</td>\n",
" <td>avocado</td>\n",
" <td>lime</td>\n",
" <td>sauc</td>\n",
" <td>sriracha</td>\n",
" <td>chive</td>\n",
" <td>lemon</td>\n",
" <td>baguett</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>set</td>\n",
" <td>nutmeg</td>\n",
" <td>cardamom</td>\n",
" <td>cream</td>\n",
" <td>sugar</td>\n",
" <td>almond</td>\n",
" <td>molass</td>\n",
" <td>margarin</td>\n",
" <td>hazelnut</td>\n",
" <td>brandi</td>\n",
" <td>gingerroot</td>\n",
" </tr>\n",
" <tr>\n",
" <th>82</th>\n",
" <td>simmer</td>\n",
" <td>saffron</td>\n",
" <td>pea</td>\n",
" <td>bean</td>\n",
" <td>mirin</td>\n",
" <td>thyme</td>\n",
" <td>vinegar</td>\n",
" <td>tomato</td>\n",
" <td>carrot</td>\n",
" <td>beer</td>\n",
" <td>dashi</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>skim</td>\n",
" <td>dashi</td>\n",
" <td>grit</td>\n",
" <td>water</td>\n",
" <td>brandi</td>\n",
" <td>veget</td>\n",
" <td>mussel</td>\n",
" <td>ghee</td>\n",
" <td>milk</td>\n",
" <td>margarin</td>\n",
" <td>lard</td>\n",
" </tr>\n",
" <tr>\n",
" <th>84</th>\n",
" <td>slice</td>\n",
" <td>lettuc</td>\n",
" <td>scallion</td>\n",
" <td>arugula</td>\n",
" <td>cucumb</td>\n",
" <td>celeri</td>\n",
" <td>avocado</td>\n",
" <td>carrot</td>\n",
" <td>radish</td>\n",
" <td>watercress</td>\n",
" <td>onion</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85</th>\n",
" <td>slowcook</td>\n",
" <td>dashi</td>\n",
" <td>beansprout</td>\n",
" <td>guacamol</td>\n",
" <td>tomatillo</td>\n",
" <td>tumer</td>\n",
" <td>fettucin</td>\n",
" <td>penn</td>\n",
" <td>pork</td>\n",
" <td>kimchi</td>\n",
" <td>salsa</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>soak</td>\n",
" <td>raisin</td>\n",
" <td>corn</td>\n",
" <td>cucumb</td>\n",
" <td>water</td>\n",
" <td>pineappl</td>\n",
" <td>shiitak</td>\n",
" <td>radish</td>\n",
" <td>pimento</td>\n",
" <td>carrot</td>\n",
" <td>lime</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>sour</td>\n",
" <td>chees</td>\n",
" <td>milk</td>\n",
" <td>buttermilk</td>\n",
" <td>cream</td>\n",
" <td>mascarpon</td>\n",
" <td>ricotta</td>\n",
" <td>yoghurt</td>\n",
" <td>corn</td>\n",
" <td>lemon</td>\n",
" <td>pimento</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>spice</td>\n",
" <td>spice</td>\n",
" <td>allspic</td>\n",
" <td>cumin</td>\n",
" <td>season</td>\n",
" <td>cinnamon</td>\n",
" <td>mustard</td>\n",
" <td>peppercorn</td>\n",
" <td>paprika</td>\n",
" <td>cardamom</td>\n",
" <td>cayenn</td>\n",
" </tr>\n",
" <tr>\n",
" <th>89</th>\n",
" <td>spoon</td>\n",
" <td>ricotta</td>\n",
" <td>mascarpon</td>\n",
" <td>avocado</td>\n",
" <td>arugula</td>\n",
" <td>tomato</td>\n",
" <td>pesto</td>\n",
" <td>pineappl</td>\n",
" <td>strawberri</td>\n",
" <td>lemon</td>\n",
" <td>orang</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90</th>\n",
" <td>spread</td>\n",
" <td>chees</td>\n",
" <td>ricotta</td>\n",
" <td>butter</td>\n",
" <td>mascarpon</td>\n",
" <td>avocado</td>\n",
" <td>pecan</td>\n",
" <td>walnut</td>\n",
" <td>cream</td>\n",
" <td>bread</td>\n",
" <td>lemon</td>\n",
" </tr>\n",
" <tr>\n",
" <th>91</th>\n",
" <td>sprinkle</td>\n",
" <td>salt</td>\n",
" <td>season</td>\n",
" <td>basil</td>\n",
" <td>oregano</td>\n",
" <td>paprika</td>\n",
" <td>parsley</td>\n",
" <td>lemon</td>\n",
" <td>mustard</td>\n",
" <td>cayenn</td>\n",
" <td>thyme</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>squeeze</td>\n",
" <td>lime</td>\n",
" <td>lemon</td>\n",
" <td>orang</td>\n",
" <td>mint</td>\n",
" <td>tomato</td>\n",
" <td>basil</td>\n",
" <td>avocado</td>\n",
" <td>cucumb</td>\n",
" <td>oliv</td>\n",
" <td>ricotta</td>\n",
" </tr>\n",
" <tr>\n",
" <th>93</th>\n",
" <td>steam</td>\n",
" <td>pea</td>\n",
" <td>cauliflow</td>\n",
" <td>broccoli</td>\n",
" <td>turnip</td>\n",
" <td>bean</td>\n",
" <td>rice</td>\n",
" <td>okra</td>\n",
" <td>shiitak</td>\n",
" <td>potato</td>\n",
" <td>asparagu</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>steep</td>\n",
" <td>saffron</td>\n",
" <td>mint</td>\n",
" <td>cardamom</td>\n",
" <td>peppercorn</td>\n",
" <td>clove</td>\n",
" <td>allspic</td>\n",
" <td>lemongrass</td>\n",
" <td>thyme</td>\n",
" <td>quinoa</td>\n",
" <td>yeast</td>\n",
" </tr>\n",
" <tr>\n",
" <th>95</th>\n",
" <td>stir</td>\n",
" <td>shallot</td>\n",
" <td>onion</td>\n",
" <td>celeri</td>\n",
" <td>scallion</td>\n",
" <td>thyme</td>\n",
" <td>cumin</td>\n",
" <td>cayenn</td>\n",
" <td>garlic</td>\n",
" <td>carrot</td>\n",
" <td>parsley</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96</th>\n",
" <td>strain</td>\n",
" <td>tomato</td>\n",
" <td>dashi</td>\n",
" <td>saffron</td>\n",
" <td>veget</td>\n",
" <td>bean</td>\n",
" <td>chickpea</td>\n",
" <td>juic</td>\n",
" <td>tequila</td>\n",
" <td>pea</td>\n",
" <td>chicken</td>\n",
" </tr>\n",
" <tr>\n",
" <th>97</th>\n",
" <td>sugar</td>\n",
" <td>sugar</td>\n",
" <td>honey</td>\n",
" <td>molass</td>\n",
" <td>cinnamon</td>\n",
" <td>nutmeg</td>\n",
" <td>margarin</td>\n",
" <td>vanilla</td>\n",
" <td>milk</td>\n",
" <td>cardamom</td>\n",
" <td>allspic</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>sweeten</td>\n",
" <td>vanilla</td>\n",
" <td>honey</td>\n",
" <td>strawberri</td>\n",
" <td>coconut</td>\n",
" <td>molass</td>\n",
" <td>sugar</td>\n",
" <td>ice</td>\n",
" <td>cinnamon</td>\n",
" <td>yoghurt</td>\n",
" <td>banana</td>\n",
" </tr>\n",
" <tr>\n",
" <th>99</th>\n",
" <td>taste</td>\n",
" <td>cayenn</td>\n",
" <td>nutmeg</td>\n",
" <td>paprika</td>\n",
" <td>season</td>\n",
" <td>sriracha</td>\n",
" <td>allspic</td>\n",
" <td>pepper</td>\n",
" <td>vinegar</td>\n",
" <td>chili</td>\n",
" <td>cumin</td>\n",
" </tr>\n",
" <tr>\n",
" <th>100</th>\n",
" <td>thaw</td>\n",
" <td>spinach</td>\n",
" <td>strawberri</td>\n",
" <td>crawfish</td>\n",
" <td>ricotta</td>\n",
" <td>pineappl</td>\n",
" <td>pea</td>\n",
" <td>salsa</td>\n",
" <td>mango</td>\n",
" <td>corn</td>\n",
" <td>paneer</td>\n",
" </tr>\n",
" <tr>\n",
" <th>101</th>\n",
" <td>thicken</td>\n",
" <td>cornflour</td>\n",
" <td>pasta</td>\n",
" <td>brandi</td>\n",
" <td>spaghetti</td>\n",
" <td>quinoa</td>\n",
" <td>yoghurt</td>\n",
" <td>crawfish</td>\n",
" <td>tomato</td>\n",
" <td>dashi</td>\n",
" <td>noodl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>102</th>\n",
" <td>toast</td>\n",
" <td>baguett</td>\n",
" <td>bread</td>\n",
" <td>almond</td>\n",
" <td>pecan</td>\n",
" <td>walnut</td>\n",
" <td>prosciutto</td>\n",
" <td>raisin</td>\n",
" <td>hazelnut</td>\n",
" <td>scallion</td>\n",
" <td>oil</td>\n",
" </tr>\n",
" <tr>\n",
" <th>103</th>\n",
" <td>try</td>\n",
" <td>guacamol</td>\n",
" <td>seed</td>\n",
" <td>juic</td>\n",
" <td>paneer</td>\n",
" <td>avocado</td>\n",
" <td>kalamata</td>\n",
" <td>spice</td>\n",
" <td>pesto</td>\n",
" <td>kimchi</td>\n",
" <td>beansprout</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>warm</td>\n",
" <td>cornflour</td>\n",
" <td>molass</td>\n",
" <td>honey</td>\n",
" <td>saffron</td>\n",
" <td>vinegar</td>\n",
" <td>margarin</td>\n",
" <td>sriracha</td>\n",
" <td>yoghurt</td>\n",
" <td>ghee</td>\n",
" <td>beer</td>\n",
" </tr>\n",
" <tr>\n",
" <th>105</th>\n",
" <td>wash</td>\n",
" <td>scallion</td>\n",
" <td>radish</td>\n",
" <td>cucumb</td>\n",
" <td>carrot</td>\n",
" <td>celeri</td>\n",
" <td>thyme</td>\n",
" <td>parsley</td>\n",
" <td>onion</td>\n",
" <td>watercress</td>\n",
" <td>coriand</td>\n",
" </tr>\n",
" <tr>\n",
" <th>106</th>\n",
" <td>whip</td>\n",
" <td>mascarpon</td>\n",
" <td>cream</td>\n",
" <td>ice</td>\n",
" <td>milk</td>\n",
" <td>strawberri</td>\n",
" <td>vanilla</td>\n",
" <td>ricotta</td>\n",
" <td>coconut</td>\n",
" <td>chees</td>\n",
" <td>sugar</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>whisk</td>\n",
" <td>milk</td>\n",
" <td>sugar</td>\n",
" <td>honey</td>\n",
" <td>cream</td>\n",
" <td>molass</td>\n",
" <td>buttermilk</td>\n",
" <td>egg</td>\n",
" <td>vanilla</td>\n",
" <td>cayenn</td>\n",
" <td>nutmeg</td>\n",
" </tr>\n",
" <tr>\n",
" <th>108</th>\n",
" <td>wipe</td>\n",
" <td>shiitak</td>\n",
" <td>veget</td>\n",
" <td>leek</td>\n",
" <td>season</td>\n",
" <td>shallot</td>\n",
" <td>tofu</td>\n",
" <td>oil</td>\n",
" <td>pancetta</td>\n",
" <td>pork</td>\n",
" <td>chicken</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"HTML(find_most_similar_to_given_elementwise(model_actions, stemmed_ingredients).to_html())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Ingredient to Cooking Action"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Target</th>\n",
" <th>#1</th>\n",
" <th>#2</th>\n",
" <th>#3</th>\n",
" <th>#4</th>\n",
" <th>#5</th>\n",
" <th>#6</th>\n",
" <th>#7</th>\n",
" <th>#8</th>\n",
" <th>#9</th>\n",
" <th>#10</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>salt</td>\n",
" <td>salt</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>sugar</td>\n",
" <td>season</td>\n",
" <td>grind</td>\n",
" <td>rub</td>\n",
" <td>minc</td>\n",
" <td>mix</td>\n",
" <td>flour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>garlic</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>stir</td>\n",
" <td>chop</td>\n",
" <td>salt</td>\n",
" <td>sprinkl</td>\n",
" <td>dice</td>\n",
" <td>season</td>\n",
" <td>pickl</td>\n",
" <td>grind</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>onions</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>dice</td>\n",
" <td>stir</td>\n",
" <td>chop</td>\n",
" <td>pickl</td>\n",
" <td>arrang</td>\n",
" <td>salt</td>\n",
" <td>slice</td>\n",
" <td>place</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>water</td>\n",
" <td>boil</td>\n",
" <td>add</td>\n",
" <td>sugar</td>\n",
" <td>salt</td>\n",
" <td>pour</td>\n",
" <td>flour</td>\n",
" <td>stir</td>\n",
" <td>soak</td>\n",
" <td>steam</td>\n",
" <td>grate</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>sugar</td>\n",
" <td>sugar</td>\n",
" <td>beat</td>\n",
" <td>salt</td>\n",
" <td>whisk</td>\n",
" <td>flour</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>sweeten</td>\n",
" <td>mix</td>\n",
" <td>melt</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>butter</td>\n",
" <td>sugar</td>\n",
" <td>melt</td>\n",
" <td>flour</td>\n",
" <td>spread</td>\n",
" <td>beat</td>\n",
" <td>add</td>\n",
" <td>salt</td>\n",
" <td>sprinkl</td>\n",
" <td>put</td>\n",
" <td>brown</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>pepper</td>\n",
" <td>season</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>salt</td>\n",
" <td>chop</td>\n",
" <td>tast</td>\n",
" <td>dice</td>\n",
" <td>pickl</td>\n",
" <td>spice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>eggs</td>\n",
" <td>beat</td>\n",
" <td>add</td>\n",
" <td>whisk</td>\n",
" <td>mix</td>\n",
" <td>fold</td>\n",
" <td>flour</td>\n",
" <td>sugar</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" <td>salt</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>tomatoes</td>\n",
" <td>add</td>\n",
" <td>pickl</td>\n",
" <td>dice</td>\n",
" <td>minc</td>\n",
" <td>stir</td>\n",
" <td>arrang</td>\n",
" <td>discard</td>\n",
" <td>garnish</td>\n",
" <td>pour</td>\n",
" <td>peel</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>carrots</td>\n",
" <td>dice</td>\n",
" <td>add</td>\n",
" <td>minc</td>\n",
" <td>chop</td>\n",
" <td>parboil</td>\n",
" <td>stir</td>\n",
" <td>pickl</td>\n",
" <td>peel</td>\n",
" <td>slice</td>\n",
" <td>arrang</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>milk</td>\n",
" <td>sour</td>\n",
" <td>add</td>\n",
" <td>beat</td>\n",
" <td>sugar</td>\n",
" <td>whisk</td>\n",
" <td>stir</td>\n",
" <td>flour</td>\n",
" <td>pour</td>\n",
" <td>salt</td>\n",
" <td>mix</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>oil</td>\n",
" <td>salt</td>\n",
" <td>fri</td>\n",
" <td>minc</td>\n",
" <td>sugar</td>\n",
" <td>heat</td>\n",
" <td>add</td>\n",
" <td>roast</td>\n",
" <td>clarifi</td>\n",
" <td>grate</td>\n",
" <td>chop</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>scallions</td>\n",
" <td>add</td>\n",
" <td>minc</td>\n",
" <td>chop</td>\n",
" <td>dice</td>\n",
" <td>arrang</td>\n",
" <td>stir</td>\n",
" <td>pickl</td>\n",
" <td>slice</td>\n",
" <td>grate</td>\n",
" <td>put</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>flour</td>\n",
" <td>flour</td>\n",
" <td>sugar</td>\n",
" <td>sprinkl</td>\n",
" <td>beat</td>\n",
" <td>salt</td>\n",
" <td>rub</td>\n",
" <td>knead</td>\n",
" <td>spice</td>\n",
" <td>spread</td>\n",
" <td>batter</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>lime</td>\n",
" <td>garnish</td>\n",
" <td>add</td>\n",
" <td>squeez</td>\n",
" <td>minc</td>\n",
" <td>sprinkl</td>\n",
" <td>put</td>\n",
" <td>pickl</td>\n",
" <td>peel</td>\n",
" <td>pour</td>\n",
" <td>place</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>ginger</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>salt</td>\n",
" <td>sugar</td>\n",
" <td>stir</td>\n",
" <td>sprinkl</td>\n",
" <td>chop</td>\n",
" <td>spice</td>\n",
" <td>peel</td>\n",
" <td>grind</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>shallots</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>stir</td>\n",
" <td>chop</td>\n",
" <td>dice</td>\n",
" <td>fri</td>\n",
" <td>pickl</td>\n",
" <td>discard</td>\n",
" <td>heat</td>\n",
" <td>place</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>honey</td>\n",
" <td>sugar</td>\n",
" <td>salt</td>\n",
" <td>add</td>\n",
" <td>whisk</td>\n",
" <td>beat</td>\n",
" <td>sweeten</td>\n",
" <td>sour</td>\n",
" <td>mix</td>\n",
" <td>pour</td>\n",
" <td>stir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>avocado</td>\n",
" <td>dice</td>\n",
" <td>arrang</td>\n",
" <td>dress</td>\n",
" <td>pickl</td>\n",
" <td>slice</td>\n",
" <td>garnish</td>\n",
" <td>spread</td>\n",
" <td>chop</td>\n",
" <td>minc</td>\n",
" <td>sour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>lemon</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>salt</td>\n",
" <td>put</td>\n",
" <td>sugar</td>\n",
" <td>squeez</td>\n",
" <td>garnish</td>\n",
" <td>minc</td>\n",
" <td>grate</td>\n",
" <td>sour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>paprika</td>\n",
" <td>salt</td>\n",
" <td>season</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>minc</td>\n",
" <td>spice</td>\n",
" <td>tast</td>\n",
" <td>sugar</td>\n",
" <td>grind</td>\n",
" <td>rub</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>cilantro</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>chop</td>\n",
" <td>garnish</td>\n",
" <td>pickl</td>\n",
" <td>dice</td>\n",
" <td>sprinkl</td>\n",
" <td>grate</td>\n",
" <td>dress</td>\n",
" <td>stir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>salsa</td>\n",
" <td>dress</td>\n",
" <td>dice</td>\n",
" <td>pickl</td>\n",
" <td>sour</td>\n",
" <td>garnish</td>\n",
" <td>chop</td>\n",
" <td>arrang</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>season</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>buttermilk</td>\n",
" <td>beat</td>\n",
" <td>sour</td>\n",
" <td>mix</td>\n",
" <td>flour</td>\n",
" <td>whisk</td>\n",
" <td>sugar</td>\n",
" <td>blend</td>\n",
" <td>add</td>\n",
" <td>pour</td>\n",
" <td>fold</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>cumin</td>\n",
" <td>salt</td>\n",
" <td>add</td>\n",
" <td>minc</td>\n",
" <td>spice</td>\n",
" <td>stir</td>\n",
" <td>season</td>\n",
" <td>sprinkl</td>\n",
" <td>sugar</td>\n",
" <td>grind</td>\n",
" <td>chop</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>shrimp</td>\n",
" <td>fillet</td>\n",
" <td>fri</td>\n",
" <td>marin</td>\n",
" <td>grill</td>\n",
" <td>cook</td>\n",
" <td>season</td>\n",
" <td>broil</td>\n",
" <td>parboil</td>\n",
" <td>bast</td>\n",
" <td>arrang</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>potatoes</td>\n",
" <td>pickl</td>\n",
" <td>parboil</td>\n",
" <td>mash</td>\n",
" <td>dice</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>peel</td>\n",
" <td>stir</td>\n",
" <td>steam</td>\n",
" <td>put</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>chicken</td>\n",
" <td>debon</td>\n",
" <td>season</td>\n",
" <td>fillet</td>\n",
" <td>bast</td>\n",
" <td>roast</td>\n",
" <td>marin</td>\n",
" <td>put</td>\n",
" <td>strain</td>\n",
" <td>discard</td>\n",
" <td>brais</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>celery</td>\n",
" <td>add</td>\n",
" <td>minc</td>\n",
" <td>dice</td>\n",
" <td>chop</td>\n",
" <td>stir</td>\n",
" <td>pickl</td>\n",
" <td>slice</td>\n",
" <td>arrang</td>\n",
" <td>peel</td>\n",
" <td>put</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>zucchini</td>\n",
" <td>dice</td>\n",
" <td>add</td>\n",
" <td>arrang</td>\n",
" <td>parboil</td>\n",
" <td>chop</td>\n",
" <td>peel</td>\n",
" <td>minc</td>\n",
" <td>stir</td>\n",
" <td>place</td>\n",
" <td>slice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>cucumber</td>\n",
" <td>pickl</td>\n",
" <td>dice</td>\n",
" <td>chop</td>\n",
" <td>slice</td>\n",
" <td>arrang</td>\n",
" <td>dress</td>\n",
" <td>minc</td>\n",
" <td>peel</td>\n",
" <td>garnish</td>\n",
" <td>add</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>mayonaise</td>\n",
" <td>dress</td>\n",
" <td>sour</td>\n",
" <td>mix</td>\n",
" <td>curdl</td>\n",
" <td>pickl</td>\n",
" <td>blend</td>\n",
" <td>mash</td>\n",
" <td>tast</td>\n",
" <td>season</td>\n",
" <td>scrambl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>tumeric</td>\n",
" <td>salt</td>\n",
" <td>stir</td>\n",
" <td>tast</td>\n",
" <td>spice</td>\n",
" <td>grind</td>\n",
" <td>season</td>\n",
" <td>add</td>\n",
" <td>mash</td>\n",
" <td>mix</td>\n",
" <td>simmer</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>mushrooms</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>dice</td>\n",
" <td>stir</td>\n",
" <td>chop</td>\n",
" <td>season</td>\n",
" <td>cook</td>\n",
" <td>arrang</td>\n",
" <td>fri</td>\n",
" <td>discard</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>cinnamon</td>\n",
" <td>sugar</td>\n",
" <td>salt</td>\n",
" <td>flour</td>\n",
" <td>spice</td>\n",
" <td>sprinkl</td>\n",
" <td>add</td>\n",
" <td>beat</td>\n",
" <td>sweeten</td>\n",
" <td>mix</td>\n",
" <td>brown</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>bacon</td>\n",
" <td>dice</td>\n",
" <td>fri</td>\n",
" <td>minc</td>\n",
" <td>chop</td>\n",
" <td>add</td>\n",
" <td>pickl</td>\n",
" <td>stir</td>\n",
" <td>arrang</td>\n",
" <td>bread</td>\n",
" <td>cook</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>coriander</td>\n",
" <td>minc</td>\n",
" <td>salt</td>\n",
" <td>add</td>\n",
" <td>grind</td>\n",
" <td>chop</td>\n",
" <td>sprinkl</td>\n",
" <td>spice</td>\n",
" <td>stir</td>\n",
" <td>season</td>\n",
" <td>garnish</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>capers</td>\n",
" <td>minc</td>\n",
" <td>pickl</td>\n",
" <td>add</td>\n",
" <td>chop</td>\n",
" <td>stir</td>\n",
" <td>season</td>\n",
" <td>dice</td>\n",
" <td>garnish</td>\n",
" <td>salt</td>\n",
" <td>put</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>leeks</td>\n",
" <td>dice</td>\n",
" <td>minc</td>\n",
" <td>stir</td>\n",
" <td>fri</td>\n",
" <td>add</td>\n",
" <td>parboil</td>\n",
" <td>chop</td>\n",
" <td>cook</td>\n",
" <td>heat</td>\n",
" <td>slice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>mirin</td>\n",
" <td>salt</td>\n",
" <td>boil</td>\n",
" <td>simmer</td>\n",
" <td>sugar</td>\n",
" <td>add</td>\n",
" <td>heat</td>\n",
" <td>stir</td>\n",
" <td>whisk</td>\n",
" <td>tast</td>\n",
" <td>minc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>clove</td>\n",
" <td>minc</td>\n",
" <td>salt</td>\n",
" <td>add</td>\n",
" <td>peel</td>\n",
" <td>discard</td>\n",
" <td>put</td>\n",
" <td>sprinkl</td>\n",
" <td>spice</td>\n",
" <td>place</td>\n",
" <td>grind</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>beansprouts</td>\n",
" <td>parboil</td>\n",
" <td>rins</td>\n",
" <td>scrambl</td>\n",
" <td>dress</td>\n",
" <td>drain</td>\n",
" <td>chop</td>\n",
" <td>buri</td>\n",
" <td>dice</td>\n",
" <td>fri</td>\n",
" <td>minc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>rice</td>\n",
" <td>stir</td>\n",
" <td>steam</td>\n",
" <td>sugar</td>\n",
" <td>scorch</td>\n",
" <td>simmer</td>\n",
" <td>add</td>\n",
" <td>boil</td>\n",
" <td>season</td>\n",
" <td>cook</td>\n",
" <td>drain</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>raisins</td>\n",
" <td>add</td>\n",
" <td>stir</td>\n",
" <td>sugar</td>\n",
" <td>mix</td>\n",
" <td>minc</td>\n",
" <td>chop</td>\n",
" <td>grind</td>\n",
" <td>soak</td>\n",
" <td>put</td>\n",
" <td>pour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>cayenne</td>\n",
" <td>salt</td>\n",
" <td>add</td>\n",
" <td>tast</td>\n",
" <td>season</td>\n",
" <td>sugar</td>\n",
" <td>minc</td>\n",
" <td>stir</td>\n",
" <td>grind</td>\n",
" <td>sprinkl</td>\n",
" <td>spice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td>ketchup</td>\n",
" <td>add</td>\n",
" <td>sour</td>\n",
" <td>pickl</td>\n",
" <td>sugar</td>\n",
" <td>pour</td>\n",
" <td>salt</td>\n",
" <td>minc</td>\n",
" <td>mix</td>\n",
" <td>spice</td>\n",
" <td>put</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>oregano</td>\n",
" <td>salt</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>season</td>\n",
" <td>sprinkl</td>\n",
" <td>stir</td>\n",
" <td>chop</td>\n",
" <td>spice</td>\n",
" <td>grind</td>\n",
" <td>rub</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td>cheese</td>\n",
" <td>sour</td>\n",
" <td>spread</td>\n",
" <td>add</td>\n",
" <td>fold</td>\n",
" <td>sprinkl</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" <td>arrang</td>\n",
" <td>bread</td>\n",
" <td>whip</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>cornmeal</td>\n",
" <td>flour</td>\n",
" <td>salt</td>\n",
" <td>bake</td>\n",
" <td>sugar</td>\n",
" <td>whisk</td>\n",
" <td>beat</td>\n",
" <td>batter</td>\n",
" <td>mix</td>\n",
" <td>rub</td>\n",
" <td>sprinkl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>sauce</td>\n",
" <td>dress</td>\n",
" <td>add</td>\n",
" <td>glaze</td>\n",
" <td>minc</td>\n",
" <td>pour</td>\n",
" <td>stir</td>\n",
" <td>chop</td>\n",
" <td>season</td>\n",
" <td>simmer</td>\n",
" <td>dice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>eggplant</td>\n",
" <td>bread</td>\n",
" <td>parboil</td>\n",
" <td>fillet</td>\n",
" <td>arrang</td>\n",
" <td>peel</td>\n",
" <td>gut</td>\n",
" <td>pickl</td>\n",
" <td>toast</td>\n",
" <td>roast</td>\n",
" <td>squeez</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>spinach</td>\n",
" <td>add</td>\n",
" <td>minc</td>\n",
" <td>dice</td>\n",
" <td>stir</td>\n",
" <td>rins</td>\n",
" <td>arrang</td>\n",
" <td>chop</td>\n",
" <td>drain</td>\n",
" <td>mash</td>\n",
" <td>dress</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>orange</td>\n",
" <td>add</td>\n",
" <td>peel</td>\n",
" <td>garnish</td>\n",
" <td>sugar</td>\n",
" <td>put</td>\n",
" <td>arrang</td>\n",
" <td>squeez</td>\n",
" <td>sprinkl</td>\n",
" <td>discard</td>\n",
" <td>pour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>peanuts</td>\n",
" <td>melt</td>\n",
" <td>sugar</td>\n",
" <td>clarifi</td>\n",
" <td>beat</td>\n",
" <td>put</td>\n",
" <td>spread</td>\n",
" <td>heat</td>\n",
" <td>add</td>\n",
" <td>sweeten</td>\n",
" <td>pour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>lemongrass</td>\n",
" <td>minc</td>\n",
" <td>peel</td>\n",
" <td>discard</td>\n",
" <td>add</td>\n",
" <td>gut</td>\n",
" <td>pickl</td>\n",
" <td>chop</td>\n",
" <td>dice</td>\n",
" <td>spice</td>\n",
" <td>stir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>spaghetti</td>\n",
" <td>boil</td>\n",
" <td>thicken</td>\n",
" <td>simmer</td>\n",
" <td>reduc</td>\n",
" <td>season</td>\n",
" <td>cover</td>\n",
" <td>scrambl</td>\n",
" <td>spoon</td>\n",
" <td>curdl</td>\n",
" <td>lower</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56</th>\n",
" <td>cabbage</td>\n",
" <td>parboil</td>\n",
" <td>dice</td>\n",
" <td>pickl</td>\n",
" <td>minc</td>\n",
" <td>dress</td>\n",
" <td>chop</td>\n",
" <td>drain</td>\n",
" <td>peel</td>\n",
" <td>buri</td>\n",
" <td>slice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td>sake</td>\n",
" <td>boil</td>\n",
" <td>tast</td>\n",
" <td>salt</td>\n",
" <td>simmer</td>\n",
" <td>sugar</td>\n",
" <td>add</td>\n",
" <td>heat</td>\n",
" <td>clarifi</td>\n",
" <td>season</td>\n",
" <td>parboil</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>parsley</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>chop</td>\n",
" <td>sprinkl</td>\n",
" <td>salt</td>\n",
" <td>season</td>\n",
" <td>stir</td>\n",
" <td>garnish</td>\n",
" <td>dice</td>\n",
" <td>grate</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>chickpeas</td>\n",
" <td>stir</td>\n",
" <td>drain</td>\n",
" <td>add</td>\n",
" <td>dress</td>\n",
" <td>dice</td>\n",
" <td>mash</td>\n",
" <td>simmer</td>\n",
" <td>minc</td>\n",
" <td>parboil</td>\n",
" <td>brais</td>\n",
" </tr>\n",
" <tr>\n",
" <th>60</th>\n",
" <td>thyme</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>salt</td>\n",
" <td>chop</td>\n",
" <td>stir</td>\n",
" <td>sprinkl</td>\n",
" <td>season</td>\n",
" <td>spice</td>\n",
" <td>grate</td>\n",
" <td>grind</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>Sriracha</td>\n",
" <td>tast</td>\n",
" <td>salt</td>\n",
" <td>sour</td>\n",
" <td>add</td>\n",
" <td>season</td>\n",
" <td>dress</td>\n",
" <td>pickl</td>\n",
" <td>whisk</td>\n",
" <td>pour</td>\n",
" <td>minc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>pinenuts</td>\n",
" <td>toast</td>\n",
" <td>blend</td>\n",
" <td>minc</td>\n",
" <td>chop</td>\n",
" <td>stir</td>\n",
" <td>bread</td>\n",
" <td>dress</td>\n",
" <td>mix</td>\n",
" <td>scrambl</td>\n",
" <td>spice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63</th>\n",
" <td>shiitake</td>\n",
" <td>parboil</td>\n",
" <td>wipe</td>\n",
" <td>minc</td>\n",
" <td>rins</td>\n",
" <td>add</td>\n",
" <td>steam</td>\n",
" <td>soak</td>\n",
" <td>drain</td>\n",
" <td>chop</td>\n",
" <td>wash</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>vanilla</td>\n",
" <td>beat</td>\n",
" <td>sugar</td>\n",
" <td>sweeten</td>\n",
" <td>whisk</td>\n",
" <td>whip</td>\n",
" <td>mix</td>\n",
" <td>add</td>\n",
" <td>blend</td>\n",
" <td>sour</td>\n",
" <td>flour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65</th>\n",
" <td>pork</td>\n",
" <td>debon</td>\n",
" <td>carv</td>\n",
" <td>buri</td>\n",
" <td>roast</td>\n",
" <td>brais</td>\n",
" <td>grill</td>\n",
" <td>bast</td>\n",
" <td>season</td>\n",
" <td>rub</td>\n",
" <td>marin</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66</th>\n",
" <td>vinegar</td>\n",
" <td>add</td>\n",
" <td>salt</td>\n",
" <td>minc</td>\n",
" <td>sugar</td>\n",
" <td>stir</td>\n",
" <td>pickl</td>\n",
" <td>tast</td>\n",
" <td>season</td>\n",
" <td>pour</td>\n",
" <td>spice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>67</th>\n",
" <td>chiles</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>salt</td>\n",
" <td>pickl</td>\n",
" <td>chop</td>\n",
" <td>spice</td>\n",
" <td>grind</td>\n",
" <td>dice</td>\n",
" <td>season</td>\n",
" <td>stir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>68</th>\n",
" <td>corn</td>\n",
" <td>add</td>\n",
" <td>sour</td>\n",
" <td>stir</td>\n",
" <td>put</td>\n",
" <td>mix</td>\n",
" <td>pickl</td>\n",
" <td>pour</td>\n",
" <td>place</td>\n",
" <td>dice</td>\n",
" <td>salt</td>\n",
" </tr>\n",
" <tr>\n",
" <th>69</th>\n",
" <td>tomatillos</td>\n",
" <td>minc</td>\n",
" <td>dice</td>\n",
" <td>chop</td>\n",
" <td>gut</td>\n",
" <td>peel</td>\n",
" <td>reduc</td>\n",
" <td>strain</td>\n",
" <td>squeez</td>\n",
" <td>discard</td>\n",
" <td>pickl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>radishes</td>\n",
" <td>pickl</td>\n",
" <td>dice</td>\n",
" <td>chop</td>\n",
" <td>slice</td>\n",
" <td>parboil</td>\n",
" <td>arrang</td>\n",
" <td>minc</td>\n",
" <td>garnish</td>\n",
" <td>peel</td>\n",
" <td>dress</td>\n",
" </tr>\n",
" <tr>\n",
" <th>71</th>\n",
" <td>juice</td>\n",
" <td>add</td>\n",
" <td>minc</td>\n",
" <td>chop</td>\n",
" <td>dice</td>\n",
" <td>peel</td>\n",
" <td>discard</td>\n",
" <td>slice</td>\n",
" <td>salt</td>\n",
" <td>sugar</td>\n",
" <td>stir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>72</th>\n",
" <td>pasta</td>\n",
" <td>boil</td>\n",
" <td>thicken</td>\n",
" <td>cover</td>\n",
" <td>simmer</td>\n",
" <td>drain</td>\n",
" <td>parboil</td>\n",
" <td>steam</td>\n",
" <td>dress</td>\n",
" <td>season</td>\n",
" <td>scrambl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>73</th>\n",
" <td>prosciutto</td>\n",
" <td>arrang</td>\n",
" <td>bread</td>\n",
" <td>slice</td>\n",
" <td>dice</td>\n",
" <td>chop</td>\n",
" <td>cut</td>\n",
" <td>toast</td>\n",
" <td>minc</td>\n",
" <td>garnish</td>\n",
" <td>fillet</td>\n",
" </tr>\n",
" <tr>\n",
" <th>74</th>\n",
" <td>ghee</td>\n",
" <td>clarifi</td>\n",
" <td>heat</td>\n",
" <td>fri</td>\n",
" <td>melt</td>\n",
" <td>sugar</td>\n",
" <td>reduc</td>\n",
" <td>warm</td>\n",
" <td>simmer</td>\n",
" <td>stir</td>\n",
" <td>spice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75</th>\n",
" <td>beef</td>\n",
" <td>buri</td>\n",
" <td>season</td>\n",
" <td>fri</td>\n",
" <td>carv</td>\n",
" <td>minc</td>\n",
" <td>cook</td>\n",
" <td>brais</td>\n",
" <td>roast</td>\n",
" <td>dice</td>\n",
" <td>add</td>\n",
" </tr>\n",
" <tr>\n",
" <th>76</th>\n",
" <td>basil</td>\n",
" <td>add</td>\n",
" <td>minc</td>\n",
" <td>sprinkl</td>\n",
" <td>chop</td>\n",
" <td>salt</td>\n",
" <td>garnish</td>\n",
" <td>stir</td>\n",
" <td>season</td>\n",
" <td>grate</td>\n",
" <td>put</td>\n",
" </tr>\n",
" <tr>\n",
" <th>77</th>\n",
" <td>baguette</td>\n",
" <td>bread</td>\n",
" <td>toast</td>\n",
" <td>spread</td>\n",
" <td>fillet</td>\n",
" <td>slice</td>\n",
" <td>cut</td>\n",
" <td>crumpl</td>\n",
" <td>serv</td>\n",
" <td>arrang</td>\n",
" <td>broil</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>okra</td>\n",
" <td>parboil</td>\n",
" <td>drain</td>\n",
" <td>dice</td>\n",
" <td>steam</td>\n",
" <td>gut</td>\n",
" <td>pickl</td>\n",
" <td>rins</td>\n",
" <td>fri</td>\n",
" <td>boil</td>\n",
" <td>stir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>79</th>\n",
" <td>mango</td>\n",
" <td>garnish</td>\n",
" <td>pickl</td>\n",
" <td>dice</td>\n",
" <td>arrang</td>\n",
" <td>peel</td>\n",
" <td>chop</td>\n",
" <td>add</td>\n",
" <td>minc</td>\n",
" <td>put</td>\n",
" <td>squeez</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>peaches</td>\n",
" <td>macer</td>\n",
" <td>sweeten</td>\n",
" <td>whip</td>\n",
" <td>peel</td>\n",
" <td>spoon</td>\n",
" <td>arrang</td>\n",
" <td>garnish</td>\n",
" <td>squeez</td>\n",
" <td>pour</td>\n",
" <td>spread</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>linguine</td>\n",
" <td>boil</td>\n",
" <td>simmer</td>\n",
" <td>drain</td>\n",
" <td>scrambl</td>\n",
" <td>season</td>\n",
" <td>parboil</td>\n",
" <td>stir</td>\n",
" <td>cook</td>\n",
" <td>thicken</td>\n",
" <td>rins</td>\n",
" </tr>\n",
" <tr>\n",
" <th>82</th>\n",
" <td>bananas</td>\n",
" <td>sweeten</td>\n",
" <td>fold</td>\n",
" <td>spread</td>\n",
" <td>bread</td>\n",
" <td>arrang</td>\n",
" <td>whip</td>\n",
" <td>beat</td>\n",
" <td>macer</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>nutmeg</td>\n",
" <td>salt</td>\n",
" <td>sugar</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>mix</td>\n",
" <td>beat</td>\n",
" <td>tast</td>\n",
" <td>stir</td>\n",
" <td>flour</td>\n",
" <td>whisk</td>\n",
" </tr>\n",
" <tr>\n",
" <th>84</th>\n",
" <td>yoghurt</td>\n",
" <td>sour</td>\n",
" <td>mix</td>\n",
" <td>blend</td>\n",
" <td>sweeten</td>\n",
" <td>mash</td>\n",
" <td>whisk</td>\n",
" <td>whip</td>\n",
" <td>beat</td>\n",
" <td>curdl</td>\n",
" <td>thicken</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85</th>\n",
" <td>ham</td>\n",
" <td>dice</td>\n",
" <td>arrang</td>\n",
" <td>buri</td>\n",
" <td>pickl</td>\n",
" <td>slice</td>\n",
" <td>grill</td>\n",
" <td>chop</td>\n",
" <td>roast</td>\n",
" <td>parboil</td>\n",
" <td>place</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>broccoli</td>\n",
" <td>parboil</td>\n",
" <td>dice</td>\n",
" <td>drain</td>\n",
" <td>stir</td>\n",
" <td>add</td>\n",
" <td>cook</td>\n",
" <td>steam</td>\n",
" <td>rins</td>\n",
" <td>dress</td>\n",
" <td>simmer</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>noodles</td>\n",
" <td>scrambl</td>\n",
" <td>parboil</td>\n",
" <td>curdl</td>\n",
" <td>poach</td>\n",
" <td>boil</td>\n",
" <td>steam</td>\n",
" <td>thicken</td>\n",
" <td>rins</td>\n",
" <td>pour</td>\n",
" <td>spoon</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>cream</td>\n",
" <td>melt</td>\n",
" <td>beat</td>\n",
" <td>whip</td>\n",
" <td>sour</td>\n",
" <td>whisk</td>\n",
" <td>sugar</td>\n",
" <td>mix</td>\n",
" <td>add</td>\n",
" <td>blend</td>\n",
" <td>spread</td>\n",
" </tr>\n",
" <tr>\n",
" <th>89</th>\n",
" <td>beer</td>\n",
" <td>simmer</td>\n",
" <td>add</td>\n",
" <td>boil</td>\n",
" <td>pour</td>\n",
" <td>spice</td>\n",
" <td>sour</td>\n",
" <td>salt</td>\n",
" <td>whisk</td>\n",
" <td>pickl</td>\n",
" <td>warm</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90</th>\n",
" <td>kalamata</td>\n",
" <td>pickl</td>\n",
" <td>dress</td>\n",
" <td>garnish</td>\n",
" <td>season</td>\n",
" <td>dice</td>\n",
" <td>gut</td>\n",
" <td>sour</td>\n",
" <td>chop</td>\n",
" <td>serv</td>\n",
" <td>minc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>91</th>\n",
" <td>vegetables</td>\n",
" <td>bast</td>\n",
" <td>heat</td>\n",
" <td>season</td>\n",
" <td>cook</td>\n",
" <td>add</td>\n",
" <td>strain</td>\n",
" <td>spice</td>\n",
" <td>fri</td>\n",
" <td>wipe</td>\n",
" <td>stir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>shortening</td>\n",
" <td>beat</td>\n",
" <td>sugar</td>\n",
" <td>flour</td>\n",
" <td>melt</td>\n",
" <td>whisk</td>\n",
" <td>clarifi</td>\n",
" <td>mix</td>\n",
" <td>sour</td>\n",
" <td>blend</td>\n",
" <td>whip</td>\n",
" </tr>\n",
" <tr>\n",
" <th>93</th>\n",
" <td>saffron</td>\n",
" <td>salt</td>\n",
" <td>simmer</td>\n",
" <td>stir</td>\n",
" <td>spice</td>\n",
" <td>boil</td>\n",
" <td>add</td>\n",
" <td>sugar</td>\n",
" <td>strain</td>\n",
" <td>whisk</td>\n",
" <td>steep</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>strawberries</td>\n",
" <td>whip</td>\n",
" <td>sweeten</td>\n",
" <td>macer</td>\n",
" <td>garnish</td>\n",
" <td>spread</td>\n",
" <td>spoon</td>\n",
" <td>squeez</td>\n",
" <td>fold</td>\n",
" <td>freez</td>\n",
" <td>peel</td>\n",
" </tr>\n",
" <tr>\n",
" <th>95</th>\n",
" <td>margarine</td>\n",
" <td>sugar</td>\n",
" <td>melt</td>\n",
" <td>beat</td>\n",
" <td>clarifi</td>\n",
" <td>mix</td>\n",
" <td>flour</td>\n",
" <td>add</td>\n",
" <td>salt</td>\n",
" <td>sour</td>\n",
" <td>whisk</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96</th>\n",
" <td>tortillas</td>\n",
" <td>bread</td>\n",
" <td>fillet</td>\n",
" <td>crumpl</td>\n",
" <td>spread</td>\n",
" <td>fold</td>\n",
" <td>batter</td>\n",
" <td>place</td>\n",
" <td>arrang</td>\n",
" <td>build</td>\n",
" <td>scrambl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>97</th>\n",
" <td>almonds</td>\n",
" <td>sugar</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>put</td>\n",
" <td>toast</td>\n",
" <td>spread</td>\n",
" <td>spice</td>\n",
" <td>place</td>\n",
" <td>mix</td>\n",
" <td>stir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>cauliflower</td>\n",
" <td>parboil</td>\n",
" <td>steam</td>\n",
" <td>drain</td>\n",
" <td>mash</td>\n",
" <td>dice</td>\n",
" <td>stir</td>\n",
" <td>cover</td>\n",
" <td>simmer</td>\n",
" <td>cook</td>\n",
" <td>dress</td>\n",
" </tr>\n",
" <tr>\n",
" <th>99</th>\n",
" <td>asparagus</td>\n",
" <td>parboil</td>\n",
" <td>poach</td>\n",
" <td>drain</td>\n",
" <td>slice</td>\n",
" <td>fillet</td>\n",
" <td>steam</td>\n",
" <td>arrang</td>\n",
" <td>dice</td>\n",
" <td>cook</td>\n",
" <td>boil</td>\n",
" </tr>\n",
" <tr>\n",
" <th>100</th>\n",
" <td>chili</td>\n",
" <td>salt</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>pickl</td>\n",
" <td>season</td>\n",
" <td>tast</td>\n",
" <td>spice</td>\n",
" <td>grind</td>\n",
" <td>sprinkl</td>\n",
" <td>stir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>101</th>\n",
" <td>chives</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>chop</td>\n",
" <td>grate</td>\n",
" <td>garnish</td>\n",
" <td>salt</td>\n",
" <td>pickl</td>\n",
" <td>sprinkl</td>\n",
" <td>dice</td>\n",
" <td>stir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>102</th>\n",
" <td>bread</td>\n",
" <td>bread</td>\n",
" <td>toast</td>\n",
" <td>spread</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" <td>fold</td>\n",
" <td>brush</td>\n",
" <td>arrang</td>\n",
" <td>sprinkl</td>\n",
" <td>cut</td>\n",
" </tr>\n",
" <tr>\n",
" <th>103</th>\n",
" <td>couscous</td>\n",
" <td>simmer</td>\n",
" <td>dress</td>\n",
" <td>steam</td>\n",
" <td>mash</td>\n",
" <td>boil</td>\n",
" <td>brais</td>\n",
" <td>poach</td>\n",
" <td>scrambl</td>\n",
" <td>season</td>\n",
" <td>drain</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>guacamole</td>\n",
" <td>dress</td>\n",
" <td>pickl</td>\n",
" <td>sour</td>\n",
" <td>build</td>\n",
" <td>correct</td>\n",
" <td>tri</td>\n",
" <td>serv</td>\n",
" <td>gut</td>\n",
" <td>slowcook</td>\n",
" <td>grill</td>\n",
" </tr>\n",
" <tr>\n",
" <th>105</th>\n",
" <td>sausages</td>\n",
" <td>fri</td>\n",
" <td>dice</td>\n",
" <td>cook</td>\n",
" <td>minc</td>\n",
" <td>scrambl</td>\n",
" <td>grill</td>\n",
" <td>chop</td>\n",
" <td>buri</td>\n",
" <td>stir</td>\n",
" <td>break</td>\n",
" </tr>\n",
" <tr>\n",
" <th>106</th>\n",
" <td>arugula</td>\n",
" <td>arrang</td>\n",
" <td>dress</td>\n",
" <td>slice</td>\n",
" <td>chop</td>\n",
" <td>garnish</td>\n",
" <td>dice</td>\n",
" <td>minc</td>\n",
" <td>spread</td>\n",
" <td>add</td>\n",
" <td>place</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>spices</td>\n",
" <td>spice</td>\n",
" <td>season</td>\n",
" <td>rub</td>\n",
" <td>add</td>\n",
" <td>mix</td>\n",
" <td>salt</td>\n",
" <td>minc</td>\n",
" <td>flour</td>\n",
" <td>sprinkl</td>\n",
" <td>grind</td>\n",
" </tr>\n",
" <tr>\n",
" <th>108</th>\n",
" <td>apples</td>\n",
" <td>peel</td>\n",
" <td>pickl</td>\n",
" <td>arrang</td>\n",
" <td>spread</td>\n",
" <td>sweeten</td>\n",
" <td>squeez</td>\n",
" <td>garnish</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>place</td>\n",
" </tr>\n",
" <tr>\n",
" <th>109</th>\n",
" <td>peas</td>\n",
" <td>dice</td>\n",
" <td>add</td>\n",
" <td>stir</td>\n",
" <td>parboil</td>\n",
" <td>drain</td>\n",
" <td>rins</td>\n",
" <td>simmer</td>\n",
" <td>chop</td>\n",
" <td>minc</td>\n",
" <td>steam</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110</th>\n",
" <td>pancetta</td>\n",
" <td>fri</td>\n",
" <td>cook</td>\n",
" <td>minc</td>\n",
" <td>heat</td>\n",
" <td>dice</td>\n",
" <td>stir</td>\n",
" <td>drain</td>\n",
" <td>wipe</td>\n",
" <td>chop</td>\n",
" <td>toast</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>grits</td>\n",
" <td>scrambl</td>\n",
" <td>boil</td>\n",
" <td>skim</td>\n",
" <td>batter</td>\n",
" <td>crack</td>\n",
" <td>simmer</td>\n",
" <td>poach</td>\n",
" <td>steam</td>\n",
" <td>thicken</td>\n",
" <td>curdl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>112</th>\n",
" <td>lettuce</td>\n",
" <td>arrang</td>\n",
" <td>slice</td>\n",
" <td>dress</td>\n",
" <td>dice</td>\n",
" <td>garnish</td>\n",
" <td>cut</td>\n",
" <td>chop</td>\n",
" <td>spread</td>\n",
" <td>place</td>\n",
" <td>pickl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>113</th>\n",
" <td>mussels</td>\n",
" <td>fillet</td>\n",
" <td>strain</td>\n",
" <td>simmer</td>\n",
" <td>poach</td>\n",
" <td>boil</td>\n",
" <td>steam</td>\n",
" <td>thicken</td>\n",
" <td>reduc</td>\n",
" <td>brais</td>\n",
" <td>heat</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114</th>\n",
" <td>coconut</td>\n",
" <td>sugar</td>\n",
" <td>sweeten</td>\n",
" <td>sour</td>\n",
" <td>spread</td>\n",
" <td>whip</td>\n",
" <td>pour</td>\n",
" <td>beat</td>\n",
" <td>put</td>\n",
" <td>add</td>\n",
" <td>mix</td>\n",
" </tr>\n",
" <tr>\n",
" <th>115</th>\n",
" <td>fettucine</td>\n",
" <td>boil</td>\n",
" <td>parboil</td>\n",
" <td>scrambl</td>\n",
" <td>rins</td>\n",
" <td>steam</td>\n",
" <td>drain</td>\n",
" <td>serv</td>\n",
" <td>slowcook</td>\n",
" <td>simmer</td>\n",
" <td>tast</td>\n",
" </tr>\n",
" <tr>\n",
" <th>116</th>\n",
" <td>lard</td>\n",
" <td>clarifi</td>\n",
" <td>heat</td>\n",
" <td>sugar</td>\n",
" <td>beat</td>\n",
" <td>fri</td>\n",
" <td>melt</td>\n",
" <td>flour</td>\n",
" <td>whisk</td>\n",
" <td>wipe</td>\n",
" <td>reduc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>117</th>\n",
" <td>brandy</td>\n",
" <td>sugar</td>\n",
" <td>macer</td>\n",
" <td>sweeten</td>\n",
" <td>whisk</td>\n",
" <td>beat</td>\n",
" <td>glaze</td>\n",
" <td>simmer</td>\n",
" <td>clarifi</td>\n",
" <td>reduc</td>\n",
" <td>thicken</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>kale</td>\n",
" <td>parboil</td>\n",
" <td>drain</td>\n",
" <td>dress</td>\n",
" <td>stir</td>\n",
" <td>rins</td>\n",
" <td>simmer</td>\n",
" <td>mash</td>\n",
" <td>cook</td>\n",
" <td>steam</td>\n",
" <td>brais</td>\n",
" </tr>\n",
" <tr>\n",
" <th>119</th>\n",
" <td>olives</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>grate</td>\n",
" <td>sprinkl</td>\n",
" <td>salt</td>\n",
" <td>dress</td>\n",
" <td>chop</td>\n",
" <td>fri</td>\n",
" <td>put</td>\n",
" <td>heat</td>\n",
" </tr>\n",
" <tr>\n",
" <th>120</th>\n",
" <td>pecans</td>\n",
" <td>sprinkl</td>\n",
" <td>spread</td>\n",
" <td>sugar</td>\n",
" <td>toast</td>\n",
" <td>fold</td>\n",
" <td>melt</td>\n",
" <td>sweeten</td>\n",
" <td>place</td>\n",
" <td>garnish</td>\n",
" <td>mix</td>\n",
" </tr>\n",
" <tr>\n",
" <th>121</th>\n",
" <td>mascarpone</td>\n",
" <td>whip</td>\n",
" <td>sour</td>\n",
" <td>beat</td>\n",
" <td>spread</td>\n",
" <td>spoon</td>\n",
" <td>melt</td>\n",
" <td>fold</td>\n",
" <td>sweeten</td>\n",
" <td>mix</td>\n",
" <td>blend</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>daikon</td>\n",
" <td>parboil</td>\n",
" <td>pickl</td>\n",
" <td>peel</td>\n",
" <td>wash</td>\n",
" <td>rins</td>\n",
" <td>dice</td>\n",
" <td>steam</td>\n",
" <td>boil</td>\n",
" <td>minc</td>\n",
" <td>drain</td>\n",
" </tr>\n",
" <tr>\n",
" <th>123</th>\n",
" <td>mint</td>\n",
" <td>minc</td>\n",
" <td>garnish</td>\n",
" <td>chop</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>pickl</td>\n",
" <td>salt</td>\n",
" <td>peel</td>\n",
" <td>squeez</td>\n",
" <td>stir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>124</th>\n",
" <td>cotija</td>\n",
" <td>sour</td>\n",
" <td>grate</td>\n",
" <td>dress</td>\n",
" <td>melt</td>\n",
" <td>serv</td>\n",
" <td>pickl</td>\n",
" <td>garnish</td>\n",
" <td>scrambl</td>\n",
" <td>tast</td>\n",
" <td>dice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>seasoning</td>\n",
" <td>season</td>\n",
" <td>rub</td>\n",
" <td>sprinkl</td>\n",
" <td>spice</td>\n",
" <td>add</td>\n",
" <td>salt</td>\n",
" <td>tast</td>\n",
" <td>marin</td>\n",
" <td>dress</td>\n",
" <td>minc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>126</th>\n",
" <td>peppercorns</td>\n",
" <td>minc</td>\n",
" <td>salt</td>\n",
" <td>spice</td>\n",
" <td>season</td>\n",
" <td>add</td>\n",
" <td>chop</td>\n",
" <td>grind</td>\n",
" <td>sugar</td>\n",
" <td>discard</td>\n",
" <td>rub</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127</th>\n",
" <td>polenta</td>\n",
" <td>batter</td>\n",
" <td>bread</td>\n",
" <td>scrambl</td>\n",
" <td>serv</td>\n",
" <td>toast</td>\n",
" <td>glaze</td>\n",
" <td>clarifi</td>\n",
" <td>rollout</td>\n",
" <td>flour</td>\n",
" <td>carv</td>\n",
" </tr>\n",
" <tr>\n",
" <th>128</th>\n",
" <td>meat</td>\n",
" <td>carv</td>\n",
" <td>buri</td>\n",
" <td>bast</td>\n",
" <td>fillet</td>\n",
" <td>discard</td>\n",
" <td>debon</td>\n",
" <td>roast</td>\n",
" <td>pull</td>\n",
" <td>fri</td>\n",
" <td>cook</td>\n",
" </tr>\n",
" <tr>\n",
" <th>129</th>\n",
" <td>pimentos</td>\n",
" <td>pickl</td>\n",
" <td>minc</td>\n",
" <td>dice</td>\n",
" <td>add</td>\n",
" <td>sour</td>\n",
" <td>chop</td>\n",
" <td>stir</td>\n",
" <td>put</td>\n",
" <td>season</td>\n",
" <td>grind</td>\n",
" </tr>\n",
" <tr>\n",
" <th>130</th>\n",
" <td>tequila</td>\n",
" <td>sweeten</td>\n",
" <td>sugar</td>\n",
" <td>tast</td>\n",
" <td>sour</td>\n",
" <td>strain</td>\n",
" <td>blend</td>\n",
" <td>pour</td>\n",
" <td>whisk</td>\n",
" <td>heat</td>\n",
" <td>add</td>\n",
" </tr>\n",
" <tr>\n",
" <th>131</th>\n",
" <td>tofu</td>\n",
" <td>wipe</td>\n",
" <td>bread</td>\n",
" <td>scrambl</td>\n",
" <td>fri</td>\n",
" <td>marin</td>\n",
" <td>fillet</td>\n",
" <td>parboil</td>\n",
" <td>rins</td>\n",
" <td>break</td>\n",
" <td>cook</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>pineapple</td>\n",
" <td>pickl</td>\n",
" <td>arrang</td>\n",
" <td>garnish</td>\n",
" <td>add</td>\n",
" <td>discard</td>\n",
" <td>dice</td>\n",
" <td>peel</td>\n",
" <td>pour</td>\n",
" <td>put</td>\n",
" <td>place</td>\n",
" </tr>\n",
" <tr>\n",
" <th>133</th>\n",
" <td>dashi</td>\n",
" <td>boil</td>\n",
" <td>simmer</td>\n",
" <td>strain</td>\n",
" <td>clarifi</td>\n",
" <td>skim</td>\n",
" <td>thicken</td>\n",
" <td>tast</td>\n",
" <td>poach</td>\n",
" <td>slowcook</td>\n",
" <td>parboil</td>\n",
" </tr>\n",
" <tr>\n",
" <th>134</th>\n",
" <td>pesto</td>\n",
" <td>dress</td>\n",
" <td>spread</td>\n",
" <td>season</td>\n",
" <td>rub</td>\n",
" <td>spoon</td>\n",
" <td>sour</td>\n",
" <td>minc</td>\n",
" <td>chop</td>\n",
" <td>brush</td>\n",
" <td>sprinkl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>135</th>\n",
" <td>chillies</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>salt</td>\n",
" <td>pickl</td>\n",
" <td>spice</td>\n",
" <td>grind</td>\n",
" <td>chop</td>\n",
" <td>dice</td>\n",
" <td>garnish</td>\n",
" <td>stir</td>\n",
" </tr>\n",
" <tr>\n",
" <th>136</th>\n",
" <td>seeds</td>\n",
" <td>gut</td>\n",
" <td>spice</td>\n",
" <td>peel</td>\n",
" <td>salt</td>\n",
" <td>discard</td>\n",
" <td>grind</td>\n",
" <td>minc</td>\n",
" <td>sugar</td>\n",
" <td>chop</td>\n",
" <td>toast</td>\n",
" </tr>\n",
" <tr>\n",
" <th>137</th>\n",
" <td>allspice</td>\n",
" <td>salt</td>\n",
" <td>sugar</td>\n",
" <td>spice</td>\n",
" <td>add</td>\n",
" <td>minc</td>\n",
" <td>grind</td>\n",
" <td>stir</td>\n",
" <td>mix</td>\n",
" <td>tast</td>\n",
" <td>sprinkl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>138</th>\n",
" <td>gingerroot</td>\n",
" <td>minc</td>\n",
" <td>stir</td>\n",
" <td>add</td>\n",
" <td>salt</td>\n",
" <td>cook</td>\n",
" <td>chop</td>\n",
" <td>simmer</td>\n",
" <td>heat</td>\n",
" <td>dice</td>\n",
" <td>fri</td>\n",
" </tr>\n",
" <tr>\n",
" <th>139</th>\n",
" <td>crawfish</td>\n",
" <td>thicken</td>\n",
" <td>gut</td>\n",
" <td>curdl</td>\n",
" <td>debon</td>\n",
" <td>boil</td>\n",
" <td>clarifi</td>\n",
" <td>parboil</td>\n",
" <td>poach</td>\n",
" <td>strain</td>\n",
" <td>buri</td>\n",
" </tr>\n",
" <tr>\n",
" <th>140</th>\n",
" <td>turnips</td>\n",
" <td>parboil</td>\n",
" <td>dice</td>\n",
" <td>pickl</td>\n",
" <td>brais</td>\n",
" <td>buri</td>\n",
" <td>chop</td>\n",
" <td>peel</td>\n",
" <td>minc</td>\n",
" <td>slice</td>\n",
" <td>mash</td>\n",
" </tr>\n",
" <tr>\n",
" <th>141</th>\n",
" <td>mustard</td>\n",
" <td>add</td>\n",
" <td>salt</td>\n",
" <td>season</td>\n",
" <td>minc</td>\n",
" <td>sprinkl</td>\n",
" <td>sugar</td>\n",
" <td>spice</td>\n",
" <td>rub</td>\n",
" <td>pickl</td>\n",
" <td>mix</td>\n",
" </tr>\n",
" <tr>\n",
" <th>142</th>\n",
" <td>quinoa</td>\n",
" <td>simmer</td>\n",
" <td>stir</td>\n",
" <td>drain</td>\n",
" <td>boil</td>\n",
" <td>thicken</td>\n",
" <td>rins</td>\n",
" <td>poach</td>\n",
" <td>steep</td>\n",
" <td>parboil</td>\n",
" <td>mash</td>\n",
" </tr>\n",
" <tr>\n",
" <th>143</th>\n",
" <td>penne</td>\n",
" <td>boil</td>\n",
" <td>parboil</td>\n",
" <td>drain</td>\n",
" <td>scrambl</td>\n",
" <td>simmer</td>\n",
" <td>tast</td>\n",
" <td>thicken</td>\n",
" <td>stir</td>\n",
" <td>slowcook</td>\n",
" <td>cook</td>\n",
" </tr>\n",
" <tr>\n",
" <th>144</th>\n",
" <td>beets</td>\n",
" <td>peel</td>\n",
" <td>pickl</td>\n",
" <td>brais</td>\n",
" <td>dice</td>\n",
" <td>parboil</td>\n",
" <td>discard</td>\n",
" <td>dress</td>\n",
" <td>drain</td>\n",
" <td>garnish</td>\n",
" <td>minc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>145</th>\n",
" <td>walnuts</td>\n",
" <td>sprinkl</td>\n",
" <td>spread</td>\n",
" <td>add</td>\n",
" <td>minc</td>\n",
" <td>put</td>\n",
" <td>sugar</td>\n",
" <td>toast</td>\n",
" <td>garnish</td>\n",
" <td>mix</td>\n",
" <td>place</td>\n",
" </tr>\n",
" <tr>\n",
" <th>146</th>\n",
" <td>rosemary</td>\n",
" <td>minc</td>\n",
" <td>salt</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>season</td>\n",
" <td>chop</td>\n",
" <td>rub</td>\n",
" <td>spice</td>\n",
" <td>stir</td>\n",
" <td>grind</td>\n",
" </tr>\n",
" <tr>\n",
" <th>147</th>\n",
" <td>ice</td>\n",
" <td>whip</td>\n",
" <td>sweeten</td>\n",
" <td>beat</td>\n",
" <td>batter</td>\n",
" <td>glaze</td>\n",
" <td>chill</td>\n",
" <td>sour</td>\n",
" <td>sugar</td>\n",
" <td>freez</td>\n",
" <td>rollout</td>\n",
" </tr>\n",
" <tr>\n",
" <th>148</th>\n",
" <td>kimchi</td>\n",
" <td>pickl</td>\n",
" <td>parboil</td>\n",
" <td>brais</td>\n",
" <td>scrambl</td>\n",
" <td>dress</td>\n",
" <td>marin</td>\n",
" <td>buri</td>\n",
" <td>squeez</td>\n",
" <td>drain</td>\n",
" <td>strain</td>\n",
" </tr>\n",
" <tr>\n",
" <th>149</th>\n",
" <td>yeast</td>\n",
" <td>beat</td>\n",
" <td>flour</td>\n",
" <td>knead</td>\n",
" <td>sugar</td>\n",
" <td>whisk</td>\n",
" <td>sweeten</td>\n",
" <td>mix</td>\n",
" <td>salt</td>\n",
" <td>blend</td>\n",
" <td>steep</td>\n",
" </tr>\n",
" <tr>\n",
" <th>150</th>\n",
" <td>paneer</td>\n",
" <td>scrambl</td>\n",
" <td>debon</td>\n",
" <td>tri</td>\n",
" <td>crumpl</td>\n",
" <td>parboil</td>\n",
" <td>bread</td>\n",
" <td>knead</td>\n",
" <td>steam</td>\n",
" <td>fri</td>\n",
" <td>thaw</td>\n",
" </tr>\n",
" <tr>\n",
" <th>151</th>\n",
" <td>watercress</td>\n",
" <td>chop</td>\n",
" <td>dress</td>\n",
" <td>arrang</td>\n",
" <td>dice</td>\n",
" <td>slice</td>\n",
" <td>minc</td>\n",
" <td>garnish</td>\n",
" <td>pickl</td>\n",
" <td>add</td>\n",
" <td>serv</td>\n",
" </tr>\n",
" <tr>\n",
" <th>152</th>\n",
" <td>cardamom</td>\n",
" <td>salt</td>\n",
" <td>sugar</td>\n",
" <td>spice</td>\n",
" <td>add</td>\n",
" <td>grind</td>\n",
" <td>stir</td>\n",
" <td>mix</td>\n",
" <td>beat</td>\n",
" <td>flour</td>\n",
" <td>sweeten</td>\n",
" </tr>\n",
" <tr>\n",
" <th>153</th>\n",
" <td>dough</td>\n",
" <td>batter</td>\n",
" <td>knead</td>\n",
" <td>rollout</td>\n",
" <td>crumpl</td>\n",
" <td>scoop</td>\n",
" <td>squeez</td>\n",
" <td>bread</td>\n",
" <td>flour</td>\n",
" <td>crack</td>\n",
" <td>spread</td>\n",
" </tr>\n",
" <tr>\n",
" <th>154</th>\n",
" <td>molasses</td>\n",
" <td>sugar</td>\n",
" <td>beat</td>\n",
" <td>whisk</td>\n",
" <td>salt</td>\n",
" <td>sweeten</td>\n",
" <td>mix</td>\n",
" <td>pour</td>\n",
" <td>blend</td>\n",
" <td>add</td>\n",
" <td>flour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>155</th>\n",
" <td>marjoram</td>\n",
" <td>salt</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>season</td>\n",
" <td>chop</td>\n",
" <td>stir</td>\n",
" <td>sprinkl</td>\n",
" <td>tast</td>\n",
" <td>grind</td>\n",
" <td>discard</td>\n",
" </tr>\n",
" <tr>\n",
" <th>156</th>\n",
" <td>ricotta</td>\n",
" <td>sour</td>\n",
" <td>spread</td>\n",
" <td>spoon</td>\n",
" <td>grate</td>\n",
" <td>fold</td>\n",
" <td>sprinkl</td>\n",
" <td>beat</td>\n",
" <td>whip</td>\n",
" <td>mix</td>\n",
" <td>pour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>157</th>\n",
" <td>cornflour</td>\n",
" <td>flour</td>\n",
" <td>whisk</td>\n",
" <td>boil</td>\n",
" <td>sugar</td>\n",
" <td>salt</td>\n",
" <td>beat</td>\n",
" <td>thicken</td>\n",
" <td>warm</td>\n",
" <td>pour</td>\n",
" <td>simmer</td>\n",
" </tr>\n",
" <tr>\n",
" <th>158</th>\n",
" <td>hazelnuts</td>\n",
" <td>sugar</td>\n",
" <td>sprinkl</td>\n",
" <td>spice</td>\n",
" <td>toast</td>\n",
" <td>bake</td>\n",
" <td>spread</td>\n",
" <td>sweeten</td>\n",
" <td>flour</td>\n",
" <td>melt</td>\n",
" <td>garnish</td>\n",
" </tr>\n",
" <tr>\n",
" <th>159</th>\n",
" <td>beans</td>\n",
" <td>add</td>\n",
" <td>stir</td>\n",
" <td>simmer</td>\n",
" <td>dice</td>\n",
" <td>minc</td>\n",
" <td>discard</td>\n",
" <td>pickl</td>\n",
" <td>boil</td>\n",
" <td>spice</td>\n",
" <td>chop</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"HTML(find_most_similar_to_given_elementwise(model_ingredients, stemmed_actions).to_html())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"----\n",
"## Inter-Category-Similarities\n",
"* checking self similarities:"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Cooking Action"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Target</th>\n",
" <th>#1</th>\n",
" <th>#2</th>\n",
" <th>#3</th>\n",
" <th>#4</th>\n",
" <th>#5</th>\n",
" <th>#6</th>\n",
" <th>#7</th>\n",
" <th>#8</th>\n",
" <th>#9</th>\n",
" <th>#10</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>add</td>\n",
" <td>add</td>\n",
" <td>put</td>\n",
" <td>stir</td>\n",
" <td>sprinkl</td>\n",
" <td>place</td>\n",
" <td>pour</td>\n",
" <td>minc</td>\n",
" <td>chop</td>\n",
" <td>arrang</td>\n",
" <td>dice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>adjust</td>\n",
" <td>adjust</td>\n",
" <td>correct</td>\n",
" <td>reduc</td>\n",
" <td>lower</td>\n",
" <td>check</td>\n",
" <td>tast</td>\n",
" <td>salt</td>\n",
" <td>stir</td>\n",
" <td>simmer</td>\n",
" <td>skim</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>arrange</td>\n",
" <td>arrang</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" <td>cut</td>\n",
" <td>spread</td>\n",
" <td>slice</td>\n",
" <td>sprinkl</td>\n",
" <td>add</td>\n",
" <td>dice</td>\n",
" <td>chop</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>bake</td>\n",
" <td>bake</td>\n",
" <td>roast</td>\n",
" <td>place</td>\n",
" <td>broil</td>\n",
" <td>rollup</td>\n",
" <td>sprinkl</td>\n",
" <td>rollout</td>\n",
" <td>put</td>\n",
" <td>flour</td>\n",
" <td>set</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>baste</td>\n",
" <td>bast</td>\n",
" <td>brush</td>\n",
" <td>brais</td>\n",
" <td>marin</td>\n",
" <td>glaze</td>\n",
" <td>carv</td>\n",
" <td>grill</td>\n",
" <td>rub</td>\n",
" <td>broil</td>\n",
" <td>skim</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>batter</td>\n",
" <td>batter</td>\n",
" <td>glaze</td>\n",
" <td>spread</td>\n",
" <td>flour</td>\n",
" <td>spoon</td>\n",
" <td>scoop</td>\n",
" <td>whip</td>\n",
" <td>pour</td>\n",
" <td>melt</td>\n",
" <td>knead</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>beat</td>\n",
" <td>beat</td>\n",
" <td>whisk</td>\n",
" <td>blend</td>\n",
" <td>whip</td>\n",
" <td>mix</td>\n",
" <td>sugar</td>\n",
" <td>sour</td>\n",
" <td>stir</td>\n",
" <td>knead</td>\n",
" <td>add</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>blend</td>\n",
" <td>blend</td>\n",
" <td>mix</td>\n",
" <td>beat</td>\n",
" <td>whisk</td>\n",
" <td>stir</td>\n",
" <td>add</td>\n",
" <td>mash</td>\n",
" <td>sour</td>\n",
" <td>chill</td>\n",
" <td>sugar</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>boil</td>\n",
" <td>boil</td>\n",
" <td>simmer</td>\n",
" <td>steam</td>\n",
" <td>cook</td>\n",
" <td>thicken</td>\n",
" <td>heat</td>\n",
" <td>stir</td>\n",
" <td>parboil</td>\n",
" <td>reduc</td>\n",
" <td>poach</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>braise</td>\n",
" <td>brais</td>\n",
" <td>poach</td>\n",
" <td>roast</td>\n",
" <td>simmer</td>\n",
" <td>bast</td>\n",
" <td>marin</td>\n",
" <td>carv</td>\n",
" <td>cook</td>\n",
" <td>reduc</td>\n",
" <td>remov</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>break</td>\n",
" <td>break</td>\n",
" <td>pull</td>\n",
" <td>mash</td>\n",
" <td>scrambl</td>\n",
" <td>cut</td>\n",
" <td>add</td>\n",
" <td>put</td>\n",
" <td>stir</td>\n",
" <td>dice</td>\n",
" <td>crack</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>bread</td>\n",
" <td>bread</td>\n",
" <td>toast</td>\n",
" <td>spread</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" <td>fold</td>\n",
" <td>brush</td>\n",
" <td>arrang</td>\n",
" <td>sprinkl</td>\n",
" <td>cut</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>broil</td>\n",
" <td>broil</td>\n",
" <td>grill</td>\n",
" <td>arrang</td>\n",
" <td>toast</td>\n",
" <td>cook</td>\n",
" <td>slice</td>\n",
" <td>roast</td>\n",
" <td>bast</td>\n",
" <td>fri</td>\n",
" <td>fillet</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>brown</td>\n",
" <td>brown</td>\n",
" <td>burn</td>\n",
" <td>sprinkl</td>\n",
" <td>scorch</td>\n",
" <td>melt</td>\n",
" <td>salt</td>\n",
" <td>toast</td>\n",
" <td>fri</td>\n",
" <td>flour</td>\n",
" <td>cook</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>brush</td>\n",
" <td>brush</td>\n",
" <td>bast</td>\n",
" <td>sprinkl</td>\n",
" <td>rub</td>\n",
" <td>arrang</td>\n",
" <td>spread</td>\n",
" <td>place</td>\n",
" <td>fold</td>\n",
" <td>cut</td>\n",
" <td>put</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>build</td>\n",
" <td>build</td>\n",
" <td>rollout</td>\n",
" <td>garnish</td>\n",
" <td>serv</td>\n",
" <td>prepar</td>\n",
" <td>pickl</td>\n",
" <td>open</td>\n",
" <td>freez</td>\n",
" <td>crack</td>\n",
" <td>grill</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>burn</td>\n",
" <td>burn</td>\n",
" <td>scorch</td>\n",
" <td>brown</td>\n",
" <td>melt</td>\n",
" <td>curdl</td>\n",
" <td>toast</td>\n",
" <td>broil</td>\n",
" <td>break</td>\n",
" <td>grill</td>\n",
" <td>cook</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>bury</td>\n",
" <td>buri</td>\n",
" <td>parboil</td>\n",
" <td>chop</td>\n",
" <td>arrang</td>\n",
" <td>cut</td>\n",
" <td>pickl</td>\n",
" <td>rins</td>\n",
" <td>mash</td>\n",
" <td>gut</td>\n",
" <td>minc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>carve</td>\n",
" <td>carv</td>\n",
" <td>debon</td>\n",
" <td>cut</td>\n",
" <td>brais</td>\n",
" <td>bast</td>\n",
" <td>roast</td>\n",
" <td>gut</td>\n",
" <td>pull</td>\n",
" <td>grill</td>\n",
" <td>rub</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>check</td>\n",
" <td>check</td>\n",
" <td>adjust</td>\n",
" <td>correct</td>\n",
" <td>bast</td>\n",
" <td>tast</td>\n",
" <td>stir</td>\n",
" <td>skim</td>\n",
" <td>remov</td>\n",
" <td>pull</td>\n",
" <td>buri</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>chill</td>\n",
" <td>chill</td>\n",
" <td>refriger</td>\n",
" <td>freez</td>\n",
" <td>cool</td>\n",
" <td>blend</td>\n",
" <td>thaw</td>\n",
" <td>marin</td>\n",
" <td>mix</td>\n",
" <td>knead</td>\n",
" <td>prepar</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>chop</td>\n",
" <td>chop</td>\n",
" <td>minc</td>\n",
" <td>dice</td>\n",
" <td>add</td>\n",
" <td>slice</td>\n",
" <td>arrang</td>\n",
" <td>grind</td>\n",
" <td>cut</td>\n",
" <td>grate</td>\n",
" <td>put</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>clarify</td>\n",
" <td>clarifi</td>\n",
" <td>melt</td>\n",
" <td>heat</td>\n",
" <td>reduc</td>\n",
" <td>sugar</td>\n",
" <td>fri</td>\n",
" <td>brais</td>\n",
" <td>beat</td>\n",
" <td>lower</td>\n",
" <td>bast</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>close</td>\n",
" <td>close</td>\n",
" <td>open</td>\n",
" <td>pull</td>\n",
" <td>cover</td>\n",
" <td>remov</td>\n",
" <td>squeez</td>\n",
" <td>grill</td>\n",
" <td>fold</td>\n",
" <td>crumpl</td>\n",
" <td>rub</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>cook</td>\n",
" <td>cook</td>\n",
" <td>fri</td>\n",
" <td>simmer</td>\n",
" <td>heat</td>\n",
" <td>stir</td>\n",
" <td>grill</td>\n",
" <td>boil</td>\n",
" <td>add</td>\n",
" <td>broil</td>\n",
" <td>brais</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>cool</td>\n",
" <td>cool</td>\n",
" <td>thaw</td>\n",
" <td>chill</td>\n",
" <td>remov</td>\n",
" <td>warm</td>\n",
" <td>set</td>\n",
" <td>refriger</td>\n",
" <td>soak</td>\n",
" <td>macer</td>\n",
" <td>freez</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>correct</td>\n",
" <td>correct</td>\n",
" <td>adjust</td>\n",
" <td>check</td>\n",
" <td>tast</td>\n",
" <td>salt</td>\n",
" <td>reduc</td>\n",
" <td>flour</td>\n",
" <td>skim</td>\n",
" <td>sour</td>\n",
" <td>rollout</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>cover</td>\n",
" <td>cover</td>\n",
" <td>place</td>\n",
" <td>set</td>\n",
" <td>put</td>\n",
" <td>simmer</td>\n",
" <td>boil</td>\n",
" <td>wipe</td>\n",
" <td>prepar</td>\n",
" <td>pour</td>\n",
" <td>cook</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>crack</td>\n",
" <td>crack</td>\n",
" <td>scrambl</td>\n",
" <td>break</td>\n",
" <td>curdl</td>\n",
" <td>grind</td>\n",
" <td>salt</td>\n",
" <td>set</td>\n",
" <td>open</td>\n",
" <td>pull</td>\n",
" <td>bread</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>crumple</td>\n",
" <td>crumpl</td>\n",
" <td>fold</td>\n",
" <td>rollout</td>\n",
" <td>cut</td>\n",
" <td>arrang</td>\n",
" <td>squeez</td>\n",
" <td>open</td>\n",
" <td>bread</td>\n",
" <td>buri</td>\n",
" <td>pull</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>curdle</td>\n",
" <td>curdl</td>\n",
" <td>scorch</td>\n",
" <td>thicken</td>\n",
" <td>scrambl</td>\n",
" <td>burn</td>\n",
" <td>whisk</td>\n",
" <td>beat</td>\n",
" <td>crack</td>\n",
" <td>sour</td>\n",
" <td>skim</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>cut</td>\n",
" <td>cut</td>\n",
" <td>slice</td>\n",
" <td>arrang</td>\n",
" <td>dice</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" <td>chop</td>\n",
" <td>fold</td>\n",
" <td>spread</td>\n",
" <td>add</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>debone</td>\n",
" <td>debon</td>\n",
" <td>carv</td>\n",
" <td>gut</td>\n",
" <td>rins</td>\n",
" <td>marin</td>\n",
" <td>poach</td>\n",
" <td>season</td>\n",
" <td>rub</td>\n",
" <td>bast</td>\n",
" <td>fillet</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>dice</td>\n",
" <td>dice</td>\n",
" <td>chop</td>\n",
" <td>slice</td>\n",
" <td>minc</td>\n",
" <td>cut</td>\n",
" <td>add</td>\n",
" <td>arrang</td>\n",
" <td>put</td>\n",
" <td>place</td>\n",
" <td>mash</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>discard</td>\n",
" <td>discard</td>\n",
" <td>add</td>\n",
" <td>strain</td>\n",
" <td>remov</td>\n",
" <td>squeez</td>\n",
" <td>peel</td>\n",
" <td>put</td>\n",
" <td>chop</td>\n",
" <td>minc</td>\n",
" <td>dice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>drain</td>\n",
" <td>drain</td>\n",
" <td>rins</td>\n",
" <td>strain</td>\n",
" <td>soak</td>\n",
" <td>parboil</td>\n",
" <td>remov</td>\n",
" <td>wash</td>\n",
" <td>discard</td>\n",
" <td>add</td>\n",
" <td>marin</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>dress</td>\n",
" <td>dress</td>\n",
" <td>season</td>\n",
" <td>chop</td>\n",
" <td>pickl</td>\n",
" <td>dice</td>\n",
" <td>glaze</td>\n",
" <td>marin</td>\n",
" <td>minc</td>\n",
" <td>arrang</td>\n",
" <td>grate</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>fillet</td>\n",
" <td>fillet</td>\n",
" <td>season</td>\n",
" <td>grill</td>\n",
" <td>broil</td>\n",
" <td>brush</td>\n",
" <td>rub</td>\n",
" <td>gut</td>\n",
" <td>debon</td>\n",
" <td>marin</td>\n",
" <td>wipe</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>flour</td>\n",
" <td>flour</td>\n",
" <td>sugar</td>\n",
" <td>sprinkl</td>\n",
" <td>beat</td>\n",
" <td>salt</td>\n",
" <td>rub</td>\n",
" <td>knead</td>\n",
" <td>spice</td>\n",
" <td>spread</td>\n",
" <td>batter</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>fold</td>\n",
" <td>fold</td>\n",
" <td>spread</td>\n",
" <td>sprinkl</td>\n",
" <td>arrang</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" <td>add</td>\n",
" <td>cut</td>\n",
" <td>mix</td>\n",
" <td>brush</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>freeze</td>\n",
" <td>freez</td>\n",
" <td>refriger</td>\n",
" <td>chill</td>\n",
" <td>thaw</td>\n",
" <td>cool</td>\n",
" <td>marin</td>\n",
" <td>knead</td>\n",
" <td>rollout</td>\n",
" <td>steep</td>\n",
" <td>macer</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>fry</td>\n",
" <td>fri</td>\n",
" <td>cook</td>\n",
" <td>grill</td>\n",
" <td>heat</td>\n",
" <td>roast</td>\n",
" <td>minc</td>\n",
" <td>scrambl</td>\n",
" <td>dice</td>\n",
" <td>add</td>\n",
" <td>place</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>garnish</td>\n",
" <td>garnish</td>\n",
" <td>sprinkl</td>\n",
" <td>serv</td>\n",
" <td>arrang</td>\n",
" <td>add</td>\n",
" <td>chop</td>\n",
" <td>put</td>\n",
" <td>place</td>\n",
" <td>minc</td>\n",
" <td>spread</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>glaze</td>\n",
" <td>glaze</td>\n",
" <td>batter</td>\n",
" <td>bast</td>\n",
" <td>brush</td>\n",
" <td>dress</td>\n",
" <td>whip</td>\n",
" <td>sweeten</td>\n",
" <td>sugar</td>\n",
" <td>cool</td>\n",
" <td>poach</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>grate</td>\n",
" <td>grate</td>\n",
" <td>chop</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>slice</td>\n",
" <td>dice</td>\n",
" <td>put</td>\n",
" <td>spread</td>\n",
" <td>place</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td>grind</td>\n",
" <td>grind</td>\n",
" <td>chop</td>\n",
" <td>minc</td>\n",
" <td>salt</td>\n",
" <td>sprinkl</td>\n",
" <td>rub</td>\n",
" <td>add</td>\n",
" <td>put</td>\n",
" <td>spread</td>\n",
" <td>grate</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>grill</td>\n",
" <td>grill</td>\n",
" <td>broil</td>\n",
" <td>fri</td>\n",
" <td>roast</td>\n",
" <td>cook</td>\n",
" <td>bast</td>\n",
" <td>marin</td>\n",
" <td>fillet</td>\n",
" <td>brush</td>\n",
" <td>heat</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td>gut</td>\n",
" <td>gut</td>\n",
" <td>debon</td>\n",
" <td>rins</td>\n",
" <td>open</td>\n",
" <td>discard</td>\n",
" <td>peel</td>\n",
" <td>carv</td>\n",
" <td>buri</td>\n",
" <td>wash</td>\n",
" <td>cut</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>heat</td>\n",
" <td>heat</td>\n",
" <td>cook</td>\n",
" <td>melt</td>\n",
" <td>fri</td>\n",
" <td>simmer</td>\n",
" <td>reduc</td>\n",
" <td>boil</td>\n",
" <td>lower</td>\n",
" <td>clarifi</td>\n",
" <td>warm</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>knead</td>\n",
" <td>knead</td>\n",
" <td>beat</td>\n",
" <td>flour</td>\n",
" <td>blend</td>\n",
" <td>rollout</td>\n",
" <td>squeez</td>\n",
" <td>grind</td>\n",
" <td>mix</td>\n",
" <td>chill</td>\n",
" <td>fold</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>lower</td>\n",
" <td>lower</td>\n",
" <td>reduc</td>\n",
" <td>adjust</td>\n",
" <td>simmer</td>\n",
" <td>heat</td>\n",
" <td>remov</td>\n",
" <td>boil</td>\n",
" <td>cook</td>\n",
" <td>skim</td>\n",
" <td>steam</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>macerate</td>\n",
" <td>macer</td>\n",
" <td>steep</td>\n",
" <td>marin</td>\n",
" <td>soak</td>\n",
" <td>thaw</td>\n",
" <td>strain</td>\n",
" <td>cool</td>\n",
" <td>refriger</td>\n",
" <td>chill</td>\n",
" <td>freez</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>marinate</td>\n",
" <td>marin</td>\n",
" <td>soak</td>\n",
" <td>steep</td>\n",
" <td>macer</td>\n",
" <td>season</td>\n",
" <td>brais</td>\n",
" <td>bast</td>\n",
" <td>debon</td>\n",
" <td>rins</td>\n",
" <td>grill</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>mash</td>\n",
" <td>mash</td>\n",
" <td>dice</td>\n",
" <td>break</td>\n",
" <td>add</td>\n",
" <td>mix</td>\n",
" <td>put</td>\n",
" <td>stir</td>\n",
" <td>blend</td>\n",
" <td>minc</td>\n",
" <td>squeez</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>melt</td>\n",
" <td>melt</td>\n",
" <td>heat</td>\n",
" <td>clarifi</td>\n",
" <td>beat</td>\n",
" <td>burn</td>\n",
" <td>sugar</td>\n",
" <td>brown</td>\n",
" <td>set</td>\n",
" <td>grate</td>\n",
" <td>reduc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>mince</td>\n",
" <td>minc</td>\n",
" <td>chop</td>\n",
" <td>dice</td>\n",
" <td>add</td>\n",
" <td>grind</td>\n",
" <td>grate</td>\n",
" <td>put</td>\n",
" <td>sprinkl</td>\n",
" <td>place</td>\n",
" <td>arrang</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56</th>\n",
" <td>mix</td>\n",
" <td>mix</td>\n",
" <td>blend</td>\n",
" <td>whisk</td>\n",
" <td>beat</td>\n",
" <td>stir</td>\n",
" <td>add</td>\n",
" <td>put</td>\n",
" <td>sour</td>\n",
" <td>pour</td>\n",
" <td>fold</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td>open</td>\n",
" <td>open</td>\n",
" <td>close</td>\n",
" <td>gut</td>\n",
" <td>cut</td>\n",
" <td>remov</td>\n",
" <td>pull</td>\n",
" <td>buri</td>\n",
" <td>slice</td>\n",
" <td>crack</td>\n",
" <td>grill</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>parboil</td>\n",
" <td>parboil</td>\n",
" <td>buri</td>\n",
" <td>rins</td>\n",
" <td>steam</td>\n",
" <td>drain</td>\n",
" <td>wash</td>\n",
" <td>dice</td>\n",
" <td>arrang</td>\n",
" <td>soak</td>\n",
" <td>add</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>peel</td>\n",
" <td>peel</td>\n",
" <td>slice</td>\n",
" <td>discard</td>\n",
" <td>dice</td>\n",
" <td>cut</td>\n",
" <td>wash</td>\n",
" <td>squeez</td>\n",
" <td>gut</td>\n",
" <td>grate</td>\n",
" <td>mash</td>\n",
" </tr>\n",
" <tr>\n",
" <th>60</th>\n",
" <td>pickle</td>\n",
" <td>pickl</td>\n",
" <td>dice</td>\n",
" <td>minc</td>\n",
" <td>add</td>\n",
" <td>chop</td>\n",
" <td>slice</td>\n",
" <td>buri</td>\n",
" <td>dress</td>\n",
" <td>grate</td>\n",
" <td>sour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>place</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" <td>arrang</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>spread</td>\n",
" <td>pour</td>\n",
" <td>cut</td>\n",
" <td>fold</td>\n",
" <td>slice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>poach</td>\n",
" <td>poach</td>\n",
" <td>brais</td>\n",
" <td>simmer</td>\n",
" <td>debon</td>\n",
" <td>parboil</td>\n",
" <td>scrambl</td>\n",
" <td>boil</td>\n",
" <td>bast</td>\n",
" <td>marin</td>\n",
" <td>steam</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63</th>\n",
" <td>pour</td>\n",
" <td>pour</td>\n",
" <td>add</td>\n",
" <td>put</td>\n",
" <td>spread</td>\n",
" <td>spoon</td>\n",
" <td>place</td>\n",
" <td>arrang</td>\n",
" <td>sprinkl</td>\n",
" <td>strain</td>\n",
" <td>mix</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>prepare</td>\n",
" <td>prepar</td>\n",
" <td>spread</td>\n",
" <td>pour</td>\n",
" <td>place</td>\n",
" <td>arrang</td>\n",
" <td>put</td>\n",
" <td>serv</td>\n",
" <td>spoon</td>\n",
" <td>cover</td>\n",
" <td>brush</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65</th>\n",
" <td>pull</td>\n",
" <td>pull</td>\n",
" <td>remov</td>\n",
" <td>break</td>\n",
" <td>fold</td>\n",
" <td>cut</td>\n",
" <td>discard</td>\n",
" <td>close</td>\n",
" <td>squeez</td>\n",
" <td>put</td>\n",
" <td>rub</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66</th>\n",
" <td>put</td>\n",
" <td>put</td>\n",
" <td>place</td>\n",
" <td>add</td>\n",
" <td>arrang</td>\n",
" <td>pour</td>\n",
" <td>spread</td>\n",
" <td>sprinkl</td>\n",
" <td>cut</td>\n",
" <td>mix</td>\n",
" <td>fold</td>\n",
" </tr>\n",
" <tr>\n",
" <th>67</th>\n",
" <td>reduce</td>\n",
" <td>reduc</td>\n",
" <td>lower</td>\n",
" <td>thicken</td>\n",
" <td>adjust</td>\n",
" <td>simmer</td>\n",
" <td>heat</td>\n",
" <td>stir</td>\n",
" <td>cook</td>\n",
" <td>boil</td>\n",
" <td>clarifi</td>\n",
" </tr>\n",
" <tr>\n",
" <th>68</th>\n",
" <td>refrigerate</td>\n",
" <td>refriger</td>\n",
" <td>chill</td>\n",
" <td>freez</td>\n",
" <td>cool</td>\n",
" <td>marin</td>\n",
" <td>steep</td>\n",
" <td>knead</td>\n",
" <td>macer</td>\n",
" <td>prepar</td>\n",
" <td>rollout</td>\n",
" </tr>\n",
" <tr>\n",
" <th>69</th>\n",
" <td>remove</td>\n",
" <td>remov</td>\n",
" <td>pull</td>\n",
" <td>discard</td>\n",
" <td>cool</td>\n",
" <td>drain</td>\n",
" <td>open</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" <td>lower</td>\n",
" <td>break</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>rinse</td>\n",
" <td>rins</td>\n",
" <td>wash</td>\n",
" <td>drain</td>\n",
" <td>soak</td>\n",
" <td>parboil</td>\n",
" <td>add</td>\n",
" <td>arrang</td>\n",
" <td>discard</td>\n",
" <td>gut</td>\n",
" <td>dice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>71</th>\n",
" <td>roast</td>\n",
" <td>roast</td>\n",
" <td>brais</td>\n",
" <td>grill</td>\n",
" <td>bake</td>\n",
" <td>fri</td>\n",
" <td>broil</td>\n",
" <td>chop</td>\n",
" <td>cook</td>\n",
" <td>carv</td>\n",
" <td>bast</td>\n",
" </tr>\n",
" <tr>\n",
" <th>72</th>\n",
" <td>rollout</td>\n",
" <td>rollout</td>\n",
" <td>knead</td>\n",
" <td>crumpl</td>\n",
" <td>build</td>\n",
" <td>rollup</td>\n",
" <td>bake</td>\n",
" <td>flour</td>\n",
" <td>freez</td>\n",
" <td>refriger</td>\n",
" <td>chill</td>\n",
" </tr>\n",
" <tr>\n",
" <th>73</th>\n",
" <td>rollup</td>\n",
" <td>rollup</td>\n",
" <td>grill</td>\n",
" <td>bake</td>\n",
" <td>carv</td>\n",
" <td>debon</td>\n",
" <td>serv</td>\n",
" <td>rollout</td>\n",
" <td>tri</td>\n",
" <td>marin</td>\n",
" <td>gut</td>\n",
" </tr>\n",
" <tr>\n",
" <th>74</th>\n",
" <td>rub</td>\n",
" <td>rub</td>\n",
" <td>season</td>\n",
" <td>brush</td>\n",
" <td>sprinkl</td>\n",
" <td>put</td>\n",
" <td>place</td>\n",
" <td>spread</td>\n",
" <td>grind</td>\n",
" <td>salt</td>\n",
" <td>spice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75</th>\n",
" <td>salt</td>\n",
" <td>salt</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>sugar</td>\n",
" <td>season</td>\n",
" <td>grind</td>\n",
" <td>rub</td>\n",
" <td>minc</td>\n",
" <td>mix</td>\n",
" <td>flour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>76</th>\n",
" <td>scoop</td>\n",
" <td>scoop</td>\n",
" <td>spoon</td>\n",
" <td>spread</td>\n",
" <td>place</td>\n",
" <td>pour</td>\n",
" <td>cut</td>\n",
" <td>put</td>\n",
" <td>arrang</td>\n",
" <td>squeez</td>\n",
" <td>slice</td>\n",
" </tr>\n",
" <tr>\n",
" <th>77</th>\n",
" <td>scorch</td>\n",
" <td>scorch</td>\n",
" <td>burn</td>\n",
" <td>curdl</td>\n",
" <td>brown</td>\n",
" <td>thicken</td>\n",
" <td>break</td>\n",
" <td>stir</td>\n",
" <td>melt</td>\n",
" <td>steam</td>\n",
" <td>mash</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>scramble</td>\n",
" <td>scrambl</td>\n",
" <td>curdl</td>\n",
" <td>break</td>\n",
" <td>fri</td>\n",
" <td>crack</td>\n",
" <td>poach</td>\n",
" <td>mash</td>\n",
" <td>cook</td>\n",
" <td>whisk</td>\n",
" <td>beat</td>\n",
" </tr>\n",
" <tr>\n",
" <th>79</th>\n",
" <td>season</td>\n",
" <td>season</td>\n",
" <td>rub</td>\n",
" <td>sprinkl</td>\n",
" <td>spice</td>\n",
" <td>add</td>\n",
" <td>salt</td>\n",
" <td>tast</td>\n",
" <td>marin</td>\n",
" <td>dress</td>\n",
" <td>minc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>serve</td>\n",
" <td>serv</td>\n",
" <td>garnish</td>\n",
" <td>arrang</td>\n",
" <td>slice</td>\n",
" <td>cut</td>\n",
" <td>put</td>\n",
" <td>prepar</td>\n",
" <td>place</td>\n",
" <td>spoon</td>\n",
" <td>carv</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>set</td>\n",
" <td>set</td>\n",
" <td>cover</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" <td>melt</td>\n",
" <td>cool</td>\n",
" <td>wipe</td>\n",
" <td>remov</td>\n",
" <td>crack</td>\n",
" <td>pull</td>\n",
" </tr>\n",
" <tr>\n",
" <th>82</th>\n",
" <td>simmer</td>\n",
" <td>simmer</td>\n",
" <td>boil</td>\n",
" <td>cook</td>\n",
" <td>stir</td>\n",
" <td>reduc</td>\n",
" <td>steam</td>\n",
" <td>brais</td>\n",
" <td>heat</td>\n",
" <td>thicken</td>\n",
" <td>poach</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>skim</td>\n",
" <td>skim</td>\n",
" <td>bast</td>\n",
" <td>strain</td>\n",
" <td>thicken</td>\n",
" <td>curdl</td>\n",
" <td>whisk</td>\n",
" <td>discard</td>\n",
" <td>reduc</td>\n",
" <td>adjust</td>\n",
" <td>brais</td>\n",
" </tr>\n",
" <tr>\n",
" <th>84</th>\n",
" <td>slice</td>\n",
" <td>slice</td>\n",
" <td>cut</td>\n",
" <td>dice</td>\n",
" <td>arrang</td>\n",
" <td>chop</td>\n",
" <td>place</td>\n",
" <td>spread</td>\n",
" <td>add</td>\n",
" <td>peel</td>\n",
" <td>minc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85</th>\n",
" <td>slowcook</td>\n",
" <td>slowcook</td>\n",
" <td>brais</td>\n",
" <td>carv</td>\n",
" <td>debon</td>\n",
" <td>roast</td>\n",
" <td>rollup</td>\n",
" <td>heat</td>\n",
" <td>tri</td>\n",
" <td>boil</td>\n",
" <td>gut</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>soak</td>\n",
" <td>soak</td>\n",
" <td>steep</td>\n",
" <td>rins</td>\n",
" <td>drain</td>\n",
" <td>marin</td>\n",
" <td>macer</td>\n",
" <td>add</td>\n",
" <td>wash</td>\n",
" <td>parboil</td>\n",
" <td>squeez</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>sour</td>\n",
" <td>sour</td>\n",
" <td>add</td>\n",
" <td>mix</td>\n",
" <td>beat</td>\n",
" <td>whip</td>\n",
" <td>pour</td>\n",
" <td>put</td>\n",
" <td>spread</td>\n",
" <td>blend</td>\n",
" <td>fold</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>spice</td>\n",
" <td>spice</td>\n",
" <td>season</td>\n",
" <td>rub</td>\n",
" <td>add</td>\n",
" <td>mix</td>\n",
" <td>salt</td>\n",
" <td>minc</td>\n",
" <td>flour</td>\n",
" <td>sprinkl</td>\n",
" <td>grind</td>\n",
" </tr>\n",
" <tr>\n",
" <th>89</th>\n",
" <td>spoon</td>\n",
" <td>spoon</td>\n",
" <td>pour</td>\n",
" <td>spread</td>\n",
" <td>scoop</td>\n",
" <td>arrang</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" <td>sprinkl</td>\n",
" <td>fold</td>\n",
" <td>mix</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90</th>\n",
" <td>spread</td>\n",
" <td>spread</td>\n",
" <td>sprinkl</td>\n",
" <td>arrang</td>\n",
" <td>pour</td>\n",
" <td>fold</td>\n",
" <td>put</td>\n",
" <td>place</td>\n",
" <td>spoon</td>\n",
" <td>add</td>\n",
" <td>scoop</td>\n",
" </tr>\n",
" <tr>\n",
" <th>91</th>\n",
" <td>sprinkle</td>\n",
" <td>sprinkl</td>\n",
" <td>add</td>\n",
" <td>spread</td>\n",
" <td>garnish</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" <td>arrang</td>\n",
" <td>brush</td>\n",
" <td>pour</td>\n",
" <td>rub</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>squeeze</td>\n",
" <td>squeez</td>\n",
" <td>discard</td>\n",
" <td>fold</td>\n",
" <td>spread</td>\n",
" <td>rub</td>\n",
" <td>scoop</td>\n",
" <td>put</td>\n",
" <td>mash</td>\n",
" <td>grate</td>\n",
" <td>add</td>\n",
" </tr>\n",
" <tr>\n",
" <th>93</th>\n",
" <td>steam</td>\n",
" <td>steam</td>\n",
" <td>parboil</td>\n",
" <td>simmer</td>\n",
" <td>boil</td>\n",
" <td>cook</td>\n",
" <td>steep</td>\n",
" <td>wash</td>\n",
" <td>brais</td>\n",
" <td>poach</td>\n",
" <td>soak</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>steep</td>\n",
" <td>steep</td>\n",
" <td>macer</td>\n",
" <td>soak</td>\n",
" <td>marin</td>\n",
" <td>strain</td>\n",
" <td>simmer</td>\n",
" <td>steam</td>\n",
" <td>cool</td>\n",
" <td>refriger</td>\n",
" <td>curdl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>95</th>\n",
" <td>stir</td>\n",
" <td>stir</td>\n",
" <td>add</td>\n",
" <td>whisk</td>\n",
" <td>mix</td>\n",
" <td>blend</td>\n",
" <td>simmer</td>\n",
" <td>beat</td>\n",
" <td>cook</td>\n",
" <td>pour</td>\n",
" <td>minc</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96</th>\n",
" <td>strain</td>\n",
" <td>strain</td>\n",
" <td>pour</td>\n",
" <td>drain</td>\n",
" <td>discard</td>\n",
" <td>steep</td>\n",
" <td>thicken</td>\n",
" <td>soak</td>\n",
" <td>skim</td>\n",
" <td>rins</td>\n",
" <td>add</td>\n",
" </tr>\n",
" <tr>\n",
" <th>97</th>\n",
" <td>sugar</td>\n",
" <td>sugar</td>\n",
" <td>beat</td>\n",
" <td>salt</td>\n",
" <td>whisk</td>\n",
" <td>flour</td>\n",
" <td>add</td>\n",
" <td>sprinkl</td>\n",
" <td>sweeten</td>\n",
" <td>mix</td>\n",
" <td>melt</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>sweeten</td>\n",
" <td>sweeten</td>\n",
" <td>whip</td>\n",
" <td>sugar</td>\n",
" <td>beat</td>\n",
" <td>sour</td>\n",
" <td>mix</td>\n",
" <td>brown</td>\n",
" <td>melt</td>\n",
" <td>grate</td>\n",
" <td>flour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>99</th>\n",
" <td>taste</td>\n",
" <td>tast</td>\n",
" <td>adjust</td>\n",
" <td>season</td>\n",
" <td>salt</td>\n",
" <td>correct</td>\n",
" <td>check</td>\n",
" <td>grind</td>\n",
" <td>blend</td>\n",
" <td>spice</td>\n",
" <td>boil</td>\n",
" </tr>\n",
" <tr>\n",
" <th>100</th>\n",
" <td>thaw</td>\n",
" <td>thaw</td>\n",
" <td>cool</td>\n",
" <td>chill</td>\n",
" <td>freez</td>\n",
" <td>wash</td>\n",
" <td>rins</td>\n",
" <td>macer</td>\n",
" <td>marin</td>\n",
" <td>drain</td>\n",
" <td>parboil</td>\n",
" </tr>\n",
" <tr>\n",
" <th>101</th>\n",
" <td>thicken</td>\n",
" <td>thicken</td>\n",
" <td>curdl</td>\n",
" <td>reduc</td>\n",
" <td>simmer</td>\n",
" <td>boil</td>\n",
" <td>strain</td>\n",
" <td>whisk</td>\n",
" <td>scorch</td>\n",
" <td>stir</td>\n",
" <td>blend</td>\n",
" </tr>\n",
" <tr>\n",
" <th>102</th>\n",
" <td>toast</td>\n",
" <td>toast</td>\n",
" <td>bread</td>\n",
" <td>broil</td>\n",
" <td>spread</td>\n",
" <td>sprinkl</td>\n",
" <td>brown</td>\n",
" <td>grind</td>\n",
" <td>place</td>\n",
" <td>arrang</td>\n",
" <td>burn</td>\n",
" </tr>\n",
" <tr>\n",
" <th>103</th>\n",
" <td>try</td>\n",
" <td>tri</td>\n",
" <td>gut</td>\n",
" <td>rollup</td>\n",
" <td>burn</td>\n",
" <td>close</td>\n",
" <td>tast</td>\n",
" <td>slowcook</td>\n",
" <td>open</td>\n",
" <td>carv</td>\n",
" <td>dress</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>warm</td>\n",
" <td>warm</td>\n",
" <td>cool</td>\n",
" <td>heat</td>\n",
" <td>cover</td>\n",
" <td>simmer</td>\n",
" <td>boil</td>\n",
" <td>melt</td>\n",
" <td>scorch</td>\n",
" <td>pour</td>\n",
" <td>steam</td>\n",
" </tr>\n",
" <tr>\n",
" <th>105</th>\n",
" <td>wash</td>\n",
" <td>wash</td>\n",
" <td>rins</td>\n",
" <td>parboil</td>\n",
" <td>arrang</td>\n",
" <td>peel</td>\n",
" <td>soak</td>\n",
" <td>add</td>\n",
" <td>chop</td>\n",
" <td>place</td>\n",
" <td>put</td>\n",
" </tr>\n",
" <tr>\n",
" <th>106</th>\n",
" <td>whip</td>\n",
" <td>whip</td>\n",
" <td>beat</td>\n",
" <td>sour</td>\n",
" <td>whisk</td>\n",
" <td>sweeten</td>\n",
" <td>fold</td>\n",
" <td>sugar</td>\n",
" <td>spread</td>\n",
" <td>mix</td>\n",
" <td>batter</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>whisk</td>\n",
" <td>whisk</td>\n",
" <td>beat</td>\n",
" <td>stir</td>\n",
" <td>mix</td>\n",
" <td>blend</td>\n",
" <td>sugar</td>\n",
" <td>whip</td>\n",
" <td>add</td>\n",
" <td>pour</td>\n",
" <td>curdl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>108</th>\n",
" <td>wipe</td>\n",
" <td>wipe</td>\n",
" <td>rub</td>\n",
" <td>brush</td>\n",
" <td>rins</td>\n",
" <td>discard</td>\n",
" <td>wash</td>\n",
" <td>set</td>\n",
" <td>remov</td>\n",
" <td>cover</td>\n",
" <td>bast</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"HTML(find_most_similar_to_given_elementwise(model_actions, stemmed_actions).to_html())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Ingredient"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Target</th>\n",
" <th>#1</th>\n",
" <th>#2</th>\n",
" <th>#3</th>\n",
" <th>#4</th>\n",
" <th>#5</th>\n",
" <th>#6</th>\n",
" <th>#7</th>\n",
" <th>#8</th>\n",
" <th>#9</th>\n",
" <th>#10</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>salt</td>\n",
" <td>salt</td>\n",
" <td>cayenn</td>\n",
" <td>paprika</td>\n",
" <td>nutmeg</td>\n",
" <td>allspic</td>\n",
" <td>oregano</td>\n",
" <td>cumin</td>\n",
" <td>marjoram</td>\n",
" <td>thyme</td>\n",
" <td>rosemari</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>garlic</td>\n",
" <td>garlic</td>\n",
" <td>oregano</td>\n",
" <td>shallot</td>\n",
" <td>cumin</td>\n",
" <td>thyme</td>\n",
" <td>cayenn</td>\n",
" <td>coriand</td>\n",
" <td>onion</td>\n",
" <td>rosemari</td>\n",
" <td>pepper</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>onions</td>\n",
" <td>onion</td>\n",
" <td>shallot</td>\n",
" <td>scallion</td>\n",
" <td>celeri</td>\n",
" <td>garlic</td>\n",
" <td>chilli</td>\n",
" <td>leek</td>\n",
" <td>chili</td>\n",
" <td>carrot</td>\n",
" <td>mushroom</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>water</td>\n",
" <td>water</td>\n",
" <td>milk</td>\n",
" <td>vinegar</td>\n",
" <td>juic</td>\n",
" <td>sake</td>\n",
" <td>sugar</td>\n",
" <td>mirin</td>\n",
" <td>salt</td>\n",
" <td>oil</td>\n",
" <td>beer</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>sugar</td>\n",
" <td>sugar</td>\n",
" <td>honey</td>\n",
" <td>molass</td>\n",
" <td>cinnamon</td>\n",
" <td>nutmeg</td>\n",
" <td>margarin</td>\n",
" <td>vanilla</td>\n",
" <td>milk</td>\n",
" <td>cardamom</td>\n",
" <td>allspic</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>butter</td>\n",
" <td>butter</td>\n",
" <td>margarin</td>\n",
" <td>shorten</td>\n",
" <td>cinnamon</td>\n",
" <td>lard</td>\n",
" <td>oil</td>\n",
" <td>honey</td>\n",
" <td>sugar</td>\n",
" <td>almond</td>\n",
" <td>flour</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>pepper</td>\n",
" <td>pepper</td>\n",
" <td>cumin</td>\n",
" <td>paprika</td>\n",
" <td>garlic</td>\n",
" <td>cayenn</td>\n",
" <td>oregano</td>\n",
" <td>peppercorn</td>\n",
" <td>onion</td>\n",
" <td>celeri</td>\n",
" <td>chili</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>eggs</td>\n",
" <td>egg</td>\n",
" <td>buttermilk</td>\n",
" <td>molass</td>\n",
" <td>milk</td>\n",
" <td>margarin</td>\n",
" <td>butter</td>\n",
" <td>almond</td>\n",
" <td>honey</td>\n",
" <td>coconut</td>\n",
" <td>cream</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>tomatoes</td>\n",
" <td>tomato</td>\n",
" <td>chile</td>\n",
" <td>mushroom</td>\n",
" <td>cilantro</td>\n",
" <td>caper</td>\n",
" <td>tomatillo</td>\n",
" <td>avocado</td>\n",
" <td>cucumb</td>\n",
" <td>pimento</td>\n",
" <td>pineappl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>carrots</td>\n",
" <td>carrot</td>\n",
" <td>celeri</td>\n",
" <td>turnip</td>\n",
" <td>zucchini</td>\n",
" <td>scallion</td>\n",
" <td>radish</td>\n",
" <td>onion</td>\n",
" <td>leek</td>\n",
" <td>shallot</td>\n",
" <td>cabbag</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>milk</td>\n",
" <td>milk</td>\n",
" <td>buttermilk</td>\n",
" <td>cream</td>\n",
" <td>honey</td>\n",
" <td>sugar</td>\n",
" <td>water</td>\n",
" <td>margarin</td>\n",
" <td>nutmeg</td>\n",
" <td>molass</td>\n",
" <td>vanilla</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>oil</td>\n",
" <td>oil</td>\n",
" <td>oliv</td>\n",
" <td>butter</td>\n",
" <td>paprika</td>\n",
" <td>cumin</td>\n",
" <td>honey</td>\n",
" <td>cayenn</td>\n",
" <td>salt</td>\n",
" <td>shallot</td>\n",
" <td>rosemari</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>scallions</td>\n",
" <td>scallion</td>\n",
" <td>onion</td>\n",
" <td>shallot</td>\n",
" <td>chive</td>\n",
" <td>cilantro</td>\n",
" <td>celeri</td>\n",
" <td>leek</td>\n",
" <td>parsley</td>\n",
" <td>radish</td>\n",
" <td>garlic</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>flour</td>\n",
" <td>flour</td>\n",
" <td>cornmeal</td>\n",
" <td>cinnamon</td>\n",
" <td>sugar</td>\n",
" <td>buttermilk</td>\n",
" <td>butter</td>\n",
" <td>milk</td>\n",
" <td>shorten</td>\n",
" <td>nutmeg</td>\n",
" <td>margarin</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>lime</td>\n",
" <td>lime</td>\n",
" <td>lemon</td>\n",
" <td>orang</td>\n",
" <td>mint</td>\n",
" <td>mango</td>\n",
" <td>juic</td>\n",
" <td>ginger</td>\n",
" <td>cilantro</td>\n",
" <td>pineappl</td>\n",
" <td>avocado</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>ginger</td>\n",
" <td>ginger</td>\n",
" <td>gingerroot</td>\n",
" <td>coriand</td>\n",
" <td>cumin</td>\n",
" <td>thyme</td>\n",
" <td>shallot</td>\n",
" <td>clove</td>\n",
" <td>garlic</td>\n",
" <td>cayenn</td>\n",
" <td>allspic</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>shallots</td>\n",
" <td>shallot</td>\n",
" <td>onion</td>\n",
" <td>scallion</td>\n",
" <td>garlic</td>\n",
" <td>leek</td>\n",
" <td>celeri</td>\n",
" <td>caper</td>\n",
" <td>thyme</td>\n",
" <td>rosemari</td>\n",
" <td>gingerroot</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>honey</td>\n",
" <td>honey</td>\n",
" <td>sugar</td>\n",
" <td>molass</td>\n",
" <td>vinegar</td>\n",
" <td>cinnamon</td>\n",
" <td>lemon</td>\n",
" <td>milk</td>\n",
" <td>mustard</td>\n",
" <td>ginger</td>\n",
" <td>allspic</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>avocado</td>\n",
" <td>avocado</td>\n",
" <td>cucumb</td>\n",
" <td>mango</td>\n",
" <td>guacamol</td>\n",
" <td>lettuc</td>\n",
" <td>radish</td>\n",
" <td>tomato</td>\n",
" <td>salsa</td>\n",
" <td>lime</td>\n",
" <td>cilantro</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>lemon</td>\n",
" <td>lemon</td>\n",
" <td>lime</td>\n",
" <td>orang</td>\n",
" <td>juic</td>\n",
" <td>mint</td>\n",
" <td>ginger</td>\n",
" <td>honey</td>\n",
" <td>vinegar</td>\n",
" <td>basil</td>\n",
" <td>rosemari</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>paprika</td>\n",
" <td>paprika</td>\n",
" <td>cayenn</td>\n",
" <td>oregano</td>\n",
" <td>cumin</td>\n",
" <td>marjoram</td>\n",
" <td>salt</td>\n",
" <td>thyme</td>\n",
" <td>pepper</td>\n",
" <td>nutmeg</td>\n",
" <td>coriand</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>cilantro</td>\n",
" <td>cilantro</td>\n",
" <td>coriand</td>\n",
" <td>basil</td>\n",
" <td>parsley</td>\n",
" <td>chive</td>\n",
" <td>scallion</td>\n",
" <td>thyme</td>\n",
" <td>oregano</td>\n",
" <td>mint</td>\n",
" <td>celeri</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>salsa</td>\n",
" <td>salsa</td>\n",
" <td>guacamol</td>\n",
" <td>avocado</td>\n",
" <td>cilantro</td>\n",
" <td>pesto</td>\n",
" <td>lettuc</td>\n",
" <td>tomato</td>\n",
" <td>ketchup</td>\n",
" <td>cucumb</td>\n",
" <td>tomatillo</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>buttermilk</td>\n",
" <td>buttermilk</td>\n",
" <td>milk</td>\n",
" <td>molass</td>\n",
" <td>egg</td>\n",
" <td>honey</td>\n",
" <td>flour</td>\n",
" <td>margarin</td>\n",
" <td>shorten</td>\n",
" <td>sugar</td>\n",
" <td>vanilla</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>cumin</td>\n",
" <td>cumin</td>\n",
" <td>cayenn</td>\n",
" <td>coriand</td>\n",
" <td>oregano</td>\n",
" <td>allspic</td>\n",
" <td>paprika</td>\n",
" <td>garlic</td>\n",
" <td>thyme</td>\n",
" <td>pepper</td>\n",
" <td>peppercorn</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>shrimp</td>\n",
" <td>shrimp</td>\n",
" <td>crawfish</td>\n",
" <td>mussel</td>\n",
" <td>chicken</td>\n",
" <td>asparagu</td>\n",
" <td>mushroom</td>\n",
" <td>spinach</td>\n",
" <td>broccoli</td>\n",
" <td>okra</td>\n",
" <td>scallion</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>potatoes</td>\n",
" <td>potato</td>\n",
" <td>turnip</td>\n",
" <td>zucchini</td>\n",
" <td>eggplant</td>\n",
" <td>beet</td>\n",
" <td>carrot</td>\n",
" <td>cauliflow</td>\n",
" <td>cabbag</td>\n",
" <td>leek</td>\n",
" <td>radish</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>chicken</td>\n",
" <td>chicken</td>\n",
" <td>beef</td>\n",
" <td>meat</td>\n",
" <td>pork</td>\n",
" <td>ham</td>\n",
" <td>shrimp</td>\n",
" <td>veget</td>\n",
" <td>mushroom</td>\n",
" <td>sausag</td>\n",
" <td>cauliflow</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>celery</td>\n",
" <td>celeri</td>\n",
" <td>onion</td>\n",
" <td>carrot</td>\n",
" <td>scallion</td>\n",
" <td>shallot</td>\n",
" <td>thyme</td>\n",
" <td>parsley</td>\n",
" <td>garlic</td>\n",
" <td>cilantro</td>\n",
" <td>chive</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>zucchini</td>\n",
" <td>zucchini</td>\n",
" <td>eggplant</td>\n",
" <td>carrot</td>\n",
" <td>cucumb</td>\n",
" <td>potato</td>\n",
" <td>leek</td>\n",
" <td>celeri</td>\n",
" <td>onion</td>\n",
" <td>scallion</td>\n",
" <td>radish</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>cucumber</td>\n",
" <td>cucumb</td>\n",
" <td>radish</td>\n",
" <td>avocado</td>\n",
" <td>zucchini</td>\n",
" <td>mango</td>\n",
" <td>lettuc</td>\n",
" <td>daikon</td>\n",
" <td>scallion</td>\n",
" <td>carrot</td>\n",
" <td>celeri</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>mayonaise</td>\n",
" <td>mayonais</td>\n",
" <td>sriracha</td>\n",
" <td>ketchup</td>\n",
" <td>pimento</td>\n",
" <td>yoghurt</td>\n",
" <td>guacamol</td>\n",
" <td>pesto</td>\n",
" <td>kimchi</td>\n",
" <td>salsa</td>\n",
" <td>cotija</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>tumeric</td>\n",
" <td>tumer</td>\n",
" <td>cumin</td>\n",
" <td>cardamom</td>\n",
" <td>cayenn</td>\n",
" <td>allspic</td>\n",
" <td>coriand</td>\n",
" <td>paprika</td>\n",
" <td>saffron</td>\n",
" <td>salt</td>\n",
" <td>chilli</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>mushrooms</td>\n",
" <td>mushroom</td>\n",
" <td>leek</td>\n",
" <td>shiitak</td>\n",
" <td>onion</td>\n",
" <td>celeri</td>\n",
" <td>shallot</td>\n",
" <td>scallion</td>\n",
" <td>tomato</td>\n",
" <td>spinach</td>\n",
" <td>carrot</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>cinnamon</td>\n",
" <td>cinnamon</td>\n",
" <td>allspic</td>\n",
" <td>nutmeg</td>\n",
" <td>cardamom</td>\n",
" <td>sugar</td>\n",
" <td>vanilla</td>\n",
" <td>honey</td>\n",
" <td>butter</td>\n",
" <td>cayenn</td>\n",
" <td>molass</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>bacon</td>\n",
" <td>bacon</td>\n",
" <td>pancetta</td>\n",
" <td>prosciutto</td>\n",
" <td>sausag</td>\n",
" <td>ham</td>\n",
" <td>shallot</td>\n",
" <td>onion</td>\n",
" <td>celeri</td>\n",
" <td>scallion</td>\n",
" <td>leek</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>coriander</td>\n",
" <td>coriand</td>\n",
" <td>cilantro</td>\n",
" <td>cumin</td>\n",
" <td>oregano</td>\n",
" <td>thyme</td>\n",
" <td>basil</td>\n",
" <td>marjoram</td>\n",
" <td>parsley</td>\n",
" <td>garlic</td>\n",
" <td>rosemari</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>capers</td>\n",
" <td>caper</td>\n",
" <td>shallot</td>\n",
" <td>parsley</td>\n",
" <td>chive</td>\n",
" <td>basil</td>\n",
" <td>rosemari</td>\n",
" <td>marjoram</td>\n",
" <td>thyme</td>\n",
" <td>scallion</td>\n",
" <td>garlic</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>leeks</td>\n",
" <td>leek</td>\n",
" <td>shallot</td>\n",
" <td>scallion</td>\n",
" <td>mushroom</td>\n",
" <td>onion</td>\n",
" <td>turnip</td>\n",
" <td>carrot</td>\n",
" <td>celeri</td>\n",
" <td>zucchini</td>\n",
" <td>cabbag</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>mirin</td>\n",
" <td>mirin</td>\n",
" <td>sake</td>\n",
" <td>vinegar</td>\n",
" <td>sriracha</td>\n",
" <td>gingerroot</td>\n",
" <td>dashi</td>\n",
" <td>ketchup</td>\n",
" <td>lemongrass</td>\n",
" <td>honey</td>\n",
" <td>ginger</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>clove</td>\n",
" <td>clove</td>\n",
" <td>peppercorn</td>\n",
" <td>rosemari</td>\n",
" <td>allspic</td>\n",
" <td>cumin</td>\n",
" <td>ginger</td>\n",
" <td>thyme</td>\n",
" <td>coriand</td>\n",
" <td>oregano</td>\n",
" <td>garlic</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>beansprouts</td>\n",
" <td>beansprout</td>\n",
" <td>kimchi</td>\n",
" <td>watercress</td>\n",
" <td>fettucin</td>\n",
" <td>daikon</td>\n",
" <td>radish</td>\n",
" <td>cabbag</td>\n",
" <td>linguin</td>\n",
" <td>shiitak</td>\n",
" <td>kale</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>rice</td>\n",
" <td>rice</td>\n",
" <td>quinoa</td>\n",
" <td>couscou</td>\n",
" <td>noodl</td>\n",
" <td>potato</td>\n",
" <td>bean</td>\n",
" <td>chickpea</td>\n",
" <td>tumer</td>\n",
" <td>pea</td>\n",
" <td>pasta</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>raisins</td>\n",
" <td>raisin</td>\n",
" <td>walnut</td>\n",
" <td>honey</td>\n",
" <td>pecan</td>\n",
" <td>almond</td>\n",
" <td>cinnamon</td>\n",
" <td>orang</td>\n",
" <td>molass</td>\n",
" <td>brandi</td>\n",
" <td>appl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>cayenne</td>\n",
" <td>cayenn</td>\n",
" <td>paprika</td>\n",
" <td>cumin</td>\n",
" <td>allspic</td>\n",
" <td>salt</td>\n",
" <td>nutmeg</td>\n",
" <td>oregano</td>\n",
" <td>marjoram</td>\n",
" <td>thyme</td>\n",
" <td>garlic</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td>ketchup</td>\n",
" <td>ketchup</td>\n",
" <td>sriracha</td>\n",
" <td>vinegar</td>\n",
" <td>mustard</td>\n",
" <td>molass</td>\n",
" <td>honey</td>\n",
" <td>chili</td>\n",
" <td>mirin</td>\n",
" <td>sauc</td>\n",
" <td>mayonais</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>oregano</td>\n",
" <td>oregano</td>\n",
" <td>marjoram</td>\n",
" <td>thyme</td>\n",
" <td>rosemari</td>\n",
" <td>basil</td>\n",
" <td>parsley</td>\n",
" <td>cayenn</td>\n",
" <td>paprika</td>\n",
" <td>coriand</td>\n",
" <td>cumin</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td>cheese</td>\n",
" <td>chees</td>\n",
" <td>ricotta</td>\n",
" <td>butter</td>\n",
" <td>prosciutto</td>\n",
" <td>mascarpon</td>\n",
" <td>chive</td>\n",
" <td>mushroom</td>\n",
" <td>basil</td>\n",
" <td>avocado</td>\n",
" <td>scallion</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>cornmeal</td>\n",
" <td>cornmeal</td>\n",
" <td>flour</td>\n",
" <td>yeast</td>\n",
" <td>buttermilk</td>\n",
" <td>cinnamon</td>\n",
" <td>salt</td>\n",
" <td>shorten</td>\n",
" <td>cornflour</td>\n",
" <td>butter</td>\n",
" <td>egg</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>sauce</td>\n",
" <td>sauc</td>\n",
" <td>ketchup</td>\n",
" <td>juic</td>\n",
" <td>salsa</td>\n",
" <td>sriracha</td>\n",
" <td>scallion</td>\n",
" <td>chili</td>\n",
" <td>vinegar</td>\n",
" <td>shallot</td>\n",
" <td>onion</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>eggplant</td>\n",
" <td>eggplant</td>\n",
" <td>zucchini</td>\n",
" <td>potato</td>\n",
" <td>leek</td>\n",
" <td>cucumb</td>\n",
" <td>tomato</td>\n",
" <td>avocado</td>\n",
" <td>baguett</td>\n",
" <td>mushroom</td>\n",
" <td>okra</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>spinach</td>\n",
" <td>spinach</td>\n",
" <td>arugula</td>\n",
" <td>kale</td>\n",
" <td>watercress</td>\n",
" <td>broccoli</td>\n",
" <td>basil</td>\n",
" <td>lettuc</td>\n",
" <td>mushroom</td>\n",
" <td>parsley</td>\n",
" <td>cabbag</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>orange</td>\n",
" <td>orang</td>\n",
" <td>lemon</td>\n",
" <td>lime</td>\n",
" <td>pineappl</td>\n",
" <td>juic</td>\n",
" <td>mango</td>\n",
" <td>appl</td>\n",
" <td>peach</td>\n",
" <td>ginger</td>\n",
" <td>honey</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>peanuts</td>\n",
" <td>peanut</td>\n",
" <td>margarin</td>\n",
" <td>almond</td>\n",
" <td>walnut</td>\n",
" <td>pecan</td>\n",
" <td>honey</td>\n",
" <td>hazelnut</td>\n",
" <td>coconut</td>\n",
" <td>shorten</td>\n",
" <td>sugar</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>lemongrass</td>\n",
" <td>lemongrass</td>\n",
" <td>gingerroot</td>\n",
" <td>ginger</td>\n",
" <td>coriand</td>\n",
" <td>scallion</td>\n",
" <td>mirin</td>\n",
" <td>chilli</td>\n",
" <td>cilantro</td>\n",
" <td>lime</td>\n",
" <td>shallot</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>spaghetti</td>\n",
" <td>spaghetti</td>\n",
" <td>pasta</td>\n",
" <td>linguin</td>\n",
" <td>penn</td>\n",
" <td>fettucin</td>\n",
" <td>noodl</td>\n",
" <td>broccoli</td>\n",
" <td>pesto</td>\n",
" <td>couscou</td>\n",
" <td>sausag</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56</th>\n",
" <td>cabbage</td>\n",
" <td>cabbag</td>\n",
" <td>turnip</td>\n",
" <td>radish</td>\n",
" <td>kale</td>\n",
" <td>leek</td>\n",
" <td>carrot</td>\n",
" <td>broccoli</td>\n",
" <td>lettuc</td>\n",
" <td>celeri</td>\n",
" <td>daikon</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td>sake</td>\n",
" <td>sake</td>\n",
" <td>mirin</td>\n",
" <td>dashi</td>\n",
" <td>vinegar</td>\n",
" <td>cornflour</td>\n",
" <td>gingerroot</td>\n",
" <td>sriracha</td>\n",
" <td>brandi</td>\n",
" <td>water</td>\n",
" <td>lemongrass</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>parsley</td>\n",
" <td>parsley</td>\n",
" <td>chive</td>\n",
" <td>basil</td>\n",
" <td>thyme</td>\n",
" <td>marjoram</td>\n",
" <td>oregano</td>\n",
" <td>rosemari</td>\n",
" <td>cilantro</td>\n",
" <td>coriand</td>\n",
" <td>scallion</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>chickpeas</td>\n",
" <td>chickpea</td>\n",
" <td>quinoa</td>\n",
" <td>bean</td>\n",
" <td>pea</td>\n",
" <td>couscou</td>\n",
" <td>cauliflow</td>\n",
" <td>caper</td>\n",
" <td>tomato</td>\n",
" <td>kale</td>\n",
" <td>tomatillo</td>\n",
" </tr>\n",
" <tr>\n",
" <th>60</th>\n",
" <td>thyme</td>\n",
" <td>thyme</td>\n",
" <td>rosemari</td>\n",
" <td>marjoram</td>\n",
" <td>oregano</td>\n",
" <td>parsley</td>\n",
" <td>basil</td>\n",
" <td>coriand</td>\n",
" <td>chive</td>\n",
" <td>garlic</td>\n",
" <td>cayenn</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>Sriracha</td>\n",
" <td>sriracha</td>\n",
" <td>mirin</td>\n",
" <td>ketchup</td>\n",
" <td>vinegar</td>\n",
" <td>mustard</td>\n",
" <td>cayenn</td>\n",
" <td>chili</td>\n",
" <td>mayonais</td>\n",
" <td>honey</td>\n",
" <td>gingerroot</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>pinenuts</td>\n",
" <td>pinenut</td>\n",
" <td>walnut</td>\n",
" <td>couscou</td>\n",
" <td>kalamata</td>\n",
" <td>caper</td>\n",
" <td>cotija</td>\n",
" <td>quinoa</td>\n",
" <td>hazelnut</td>\n",
" <td>arugula</td>\n",
" <td>chickpea</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63</th>\n",
" <td>shiitake</td>\n",
" <td>shiitak</td>\n",
" <td>mushroom</td>\n",
" <td>leek</td>\n",
" <td>daikon</td>\n",
" <td>scallion</td>\n",
" <td>turnip</td>\n",
" <td>shallot</td>\n",
" <td>broccoli</td>\n",
" <td>asparagu</td>\n",
" <td>kale</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>vanilla</td>\n",
" <td>vanilla</td>\n",
" <td>cinnamon</td>\n",
" <td>molass</td>\n",
" <td>sugar</td>\n",
" <td>honey</td>\n",
" <td>cardamom</td>\n",
" <td>shorten</td>\n",
" <td>orang</td>\n",
" <td>coconut</td>\n",
" <td>almond</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65</th>\n",
" <td>pork</td>\n",
" <td>pork</td>\n",
" <td>beef</td>\n",
" <td>meat</td>\n",
" <td>chicken</td>\n",
" <td>ham</td>\n",
" <td>sausag</td>\n",
" <td>pancetta</td>\n",
" <td>bacon</td>\n",
" <td>veget</td>\n",
" <td>prosciutto</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66</th>\n",
" <td>vinegar</td>\n",
" <td>vinegar</td>\n",
" <td>mirin</td>\n",
" <td>honey</td>\n",
" <td>ginger</td>\n",
" <td>juic</td>\n",
" <td>mustard</td>\n",
" <td>thyme</td>\n",
" <td>ketchup</td>\n",
" <td>cayenn</td>\n",
" <td>oregano</td>\n",
" </tr>\n",
" <tr>\n",
" <th>67</th>\n",
" <td>chiles</td>\n",
" <td>chile</td>\n",
" <td>chili</td>\n",
" <td>chilli</td>\n",
" <td>garlic</td>\n",
" <td>cumin</td>\n",
" <td>onion</td>\n",
" <td>coriand</td>\n",
" <td>cayenn</td>\n",
" <td>tomato</td>\n",
" <td>oregano</td>\n",
" </tr>\n",
" <tr>\n",
" <th>68</th>\n",
" <td>corn</td>\n",
" <td>corn</td>\n",
" <td>onion</td>\n",
" <td>potato</td>\n",
" <td>chili</td>\n",
" <td>celeri</td>\n",
" <td>scallion</td>\n",
" <td>cilantro</td>\n",
" <td>carrot</td>\n",
" <td>garlic</td>\n",
" <td>oregano</td>\n",
" </tr>\n",
" <tr>\n",
" <th>69</th>\n",
" <td>tomatillos</td>\n",
" <td>tomatillo</td>\n",
" <td>tomato</td>\n",
" <td>chile</td>\n",
" <td>cilantro</td>\n",
" <td>mango</td>\n",
" <td>salsa</td>\n",
" <td>avocado</td>\n",
" <td>chickpea</td>\n",
" <td>gingerroot</td>\n",
" <td>lemongrass</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>radishes</td>\n",
" <td>radish</td>\n",
" <td>cucumb</td>\n",
" <td>daikon</td>\n",
" <td>scallion</td>\n",
" <td>carrot</td>\n",
" <td>cabbag</td>\n",
" <td>turnip</td>\n",
" <td>beet</td>\n",
" <td>watercress</td>\n",
" <td>zucchini</td>\n",
" </tr>\n",
" <tr>\n",
" <th>71</th>\n",
" <td>juice</td>\n",
" <td>juic</td>\n",
" <td>lemon</td>\n",
" <td>orang</td>\n",
" <td>lime</td>\n",
" <td>vinegar</td>\n",
" <td>ginger</td>\n",
" <td>shallot</td>\n",
" <td>thyme</td>\n",
" <td>garlic</td>\n",
" <td>caper</td>\n",
" </tr>\n",
" <tr>\n",
" <th>72</th>\n",
" <td>pasta</td>\n",
" <td>pasta</td>\n",
" <td>spaghetti</td>\n",
" <td>linguin</td>\n",
" <td>penn</td>\n",
" <td>fettucin</td>\n",
" <td>noodl</td>\n",
" <td>quinoa</td>\n",
" <td>couscou</td>\n",
" <td>broccoli</td>\n",
" <td>asparagu</td>\n",
" </tr>\n",
" <tr>\n",
" <th>73</th>\n",
" <td>prosciutto</td>\n",
" <td>prosciutto</td>\n",
" <td>pancetta</td>\n",
" <td>bacon</td>\n",
" <td>ham</td>\n",
" <td>arugula</td>\n",
" <td>shallot</td>\n",
" <td>baguett</td>\n",
" <td>lettuc</td>\n",
" <td>scallion</td>\n",
" <td>watercress</td>\n",
" </tr>\n",
" <tr>\n",
" <th>74</th>\n",
" <td>ghee</td>\n",
" <td>ghee</td>\n",
" <td>lard</td>\n",
" <td>margarin</td>\n",
" <td>oil</td>\n",
" <td>butter</td>\n",
" <td>shorten</td>\n",
" <td>oliv</td>\n",
" <td>tumer</td>\n",
" <td>cornflour</td>\n",
" <td>peanut</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75</th>\n",
" <td>beef</td>\n",
" <td>beef</td>\n",
" <td>meat</td>\n",
" <td>pork</td>\n",
" <td>chicken</td>\n",
" <td>sausag</td>\n",
" <td>ham</td>\n",
" <td>mushroom</td>\n",
" <td>bacon</td>\n",
" <td>veget</td>\n",
" <td>potato</td>\n",
" </tr>\n",
" <tr>\n",
" <th>76</th>\n",
" <td>basil</td>\n",
" <td>basil</td>\n",
" <td>parsley</td>\n",
" <td>rosemari</td>\n",
" <td>oregano</td>\n",
" <td>thyme</td>\n",
" <td>cilantro</td>\n",
" <td>marjoram</td>\n",
" <td>chive</td>\n",
" <td>mint</td>\n",
" <td>coriand</td>\n",
" </tr>\n",
" <tr>\n",
" <th>77</th>\n",
" <td>baguette</td>\n",
" <td>baguett</td>\n",
" <td>bread</td>\n",
" <td>prosciutto</td>\n",
" <td>eggplant</td>\n",
" <td>avocado</td>\n",
" <td>tortilla</td>\n",
" <td>banana</td>\n",
" <td>dough</td>\n",
" <td>chees</td>\n",
" <td>cucumb</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>okra</td>\n",
" <td>okra</td>\n",
" <td>zucchini</td>\n",
" <td>pea</td>\n",
" <td>asparagu</td>\n",
" <td>broccoli</td>\n",
" <td>eggplant</td>\n",
" <td>cabbag</td>\n",
" <td>leek</td>\n",
" <td>mushroom</td>\n",
" <td>cauliflow</td>\n",
" </tr>\n",
" <tr>\n",
" <th>79</th>\n",
" <td>mango</td>\n",
" <td>mango</td>\n",
" <td>pineappl</td>\n",
" <td>peach</td>\n",
" <td>avocado</td>\n",
" <td>lime</td>\n",
" <td>strawberri</td>\n",
" <td>cucumb</td>\n",
" <td>orang</td>\n",
" <td>appl</td>\n",
" <td>banana</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>peaches</td>\n",
" <td>peach</td>\n",
" <td>strawberri</td>\n",
" <td>appl</td>\n",
" <td>mango</td>\n",
" <td>pineappl</td>\n",
" <td>banana</td>\n",
" <td>orang</td>\n",
" <td>lemon</td>\n",
" <td>lime</td>\n",
" <td>tomato</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>linguine</td>\n",
" <td>linguin</td>\n",
" <td>penn</td>\n",
" <td>fettucin</td>\n",
" <td>pasta</td>\n",
" <td>spaghetti</td>\n",
" <td>noodl</td>\n",
" <td>mussel</td>\n",
" <td>couscou</td>\n",
" <td>quinoa</td>\n",
" <td>beansprout</td>\n",
" </tr>\n",
" <tr>\n",
" <th>82</th>\n",
" <td>bananas</td>\n",
" <td>banana</td>\n",
" <td>strawberri</td>\n",
" <td>peach</td>\n",
" <td>pineappl</td>\n",
" <td>mango</td>\n",
" <td>appl</td>\n",
" <td>orang</td>\n",
" <td>almond</td>\n",
" <td>coconut</td>\n",
" <td>avocado</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>nutmeg</td>\n",
" <td>nutmeg</td>\n",
" <td>allspic</td>\n",
" <td>cayenn</td>\n",
" <td>salt</td>\n",
" <td>cinnamon</td>\n",
" <td>paprika</td>\n",
" <td>cardamom</td>\n",
" <td>cumin</td>\n",
" <td>oregano</td>\n",
" <td>thyme</td>\n",
" </tr>\n",
" <tr>\n",
" <th>84</th>\n",
" <td>yoghurt</td>\n",
" <td>yoghurt</td>\n",
" <td>mayonais</td>\n",
" <td>buttermilk</td>\n",
" <td>honey</td>\n",
" <td>mascarpon</td>\n",
" <td>milk</td>\n",
" <td>cornflour</td>\n",
" <td>ricotta</td>\n",
" <td>cream</td>\n",
" <td>lemon</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85</th>\n",
" <td>ham</td>\n",
" <td>ham</td>\n",
" <td>prosciutto</td>\n",
" <td>bacon</td>\n",
" <td>pork</td>\n",
" <td>beef</td>\n",
" <td>sausag</td>\n",
" <td>meat</td>\n",
" <td>chicken</td>\n",
" <td>pancetta</td>\n",
" <td>pimento</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>broccoli</td>\n",
" <td>broccoli</td>\n",
" <td>cauliflow</td>\n",
" <td>asparagu</td>\n",
" <td>pea</td>\n",
" <td>spinach</td>\n",
" <td>kale</td>\n",
" <td>cabbag</td>\n",
" <td>mushroom</td>\n",
" <td>celeri</td>\n",
" <td>leek</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>noodles</td>\n",
" <td>noodl</td>\n",
" <td>pasta</td>\n",
" <td>spaghetti</td>\n",
" <td>linguin</td>\n",
" <td>fettucin</td>\n",
" <td>penn</td>\n",
" <td>broccoli</td>\n",
" <td>rice</td>\n",
" <td>asparagu</td>\n",
" <td>quinoa</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>cream</td>\n",
" <td>cream</td>\n",
" <td>mascarpon</td>\n",
" <td>milk</td>\n",
" <td>margarin</td>\n",
" <td>ricotta</td>\n",
" <td>vanilla</td>\n",
" <td>sugar</td>\n",
" <td>nutmeg</td>\n",
" <td>honey</td>\n",
" <td>butter</td>\n",
" </tr>\n",
" <tr>\n",
" <th>89</th>\n",
" <td>beer</td>\n",
" <td>beer</td>\n",
" <td>tequila</td>\n",
" <td>molass</td>\n",
" <td>ketchup</td>\n",
" <td>vinegar</td>\n",
" <td>water</td>\n",
" <td>buttermilk</td>\n",
" <td>milk</td>\n",
" <td>brandi</td>\n",
" <td>allspic</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90</th>\n",
" <td>kalamata</td>\n",
" <td>kalamata</td>\n",
" <td>caper</td>\n",
" <td>pimento</td>\n",
" <td>pinenut</td>\n",
" <td>arugula</td>\n",
" <td>avocado</td>\n",
" <td>guacamol</td>\n",
" <td>tomato</td>\n",
" <td>oliv</td>\n",
" <td>cucumb</td>\n",
" </tr>\n",
" <tr>\n",
" <th>91</th>\n",
" <td>vegetables</td>\n",
" <td>veget</td>\n",
" <td>oliv</td>\n",
" <td>asparagu</td>\n",
" <td>chicken</td>\n",
" <td>broccoli</td>\n",
" <td>carrot</td>\n",
" <td>leek</td>\n",
" <td>mushroom</td>\n",
" <td>zucchini</td>\n",
" <td>scallion</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>shortening</td>\n",
" <td>shorten</td>\n",
" <td>margarin</td>\n",
" <td>lard</td>\n",
" <td>butter</td>\n",
" <td>molass</td>\n",
" <td>vanilla</td>\n",
" <td>peanut</td>\n",
" <td>cinnamon</td>\n",
" <td>sugar</td>\n",
" <td>buttermilk</td>\n",
" </tr>\n",
" <tr>\n",
" <th>93</th>\n",
" <td>saffron</td>\n",
" <td>saffron</td>\n",
" <td>tumer</td>\n",
" <td>cardamom</td>\n",
" <td>cumin</td>\n",
" <td>allspic</td>\n",
" <td>cayenn</td>\n",
" <td>oregano</td>\n",
" <td>marjoram</td>\n",
" <td>rosemari</td>\n",
" <td>coriand</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>strawberries</td>\n",
" <td>strawberri</td>\n",
" <td>peach</td>\n",
" <td>banana</td>\n",
" <td>mango</td>\n",
" <td>pineappl</td>\n",
" <td>orang</td>\n",
" <td>appl</td>\n",
" <td>lime</td>\n",
" <td>ice</td>\n",
" <td>mint</td>\n",
" </tr>\n",
" <tr>\n",
" <th>95</th>\n",
" <td>margarine</td>\n",
" <td>margarin</td>\n",
" <td>butter</td>\n",
" <td>shorten</td>\n",
" <td>lard</td>\n",
" <td>sugar</td>\n",
" <td>molass</td>\n",
" <td>peanut</td>\n",
" <td>cinnamon</td>\n",
" <td>honey</td>\n",
" <td>milk</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96</th>\n",
" <td>tortillas</td>\n",
" <td>tortilla</td>\n",
" <td>dough</td>\n",
" <td>bread</td>\n",
" <td>baguett</td>\n",
" <td>lettuc</td>\n",
" <td>prosciutto</td>\n",
" <td>salsa</td>\n",
" <td>guacamol</td>\n",
" <td>noodl</td>\n",
" <td>avocado</td>\n",
" </tr>\n",
" <tr>\n",
" <th>97</th>\n",
" <td>almonds</td>\n",
" <td>almond</td>\n",
" <td>hazelnut</td>\n",
" <td>walnut</td>\n",
" <td>pecan</td>\n",
" <td>coconut</td>\n",
" <td>cinnamon</td>\n",
" <td>peanut</td>\n",
" <td>orang</td>\n",
" <td>sugar</td>\n",
" <td>vanilla</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>cauliflower</td>\n",
" <td>cauliflow</td>\n",
" <td>broccoli</td>\n",
" <td>asparagu</td>\n",
" <td>turnip</td>\n",
" <td>kale</td>\n",
" <td>cabbag</td>\n",
" <td>carrot</td>\n",
" <td>potato</td>\n",
" <td>leek</td>\n",
" <td>zucchini</td>\n",
" </tr>\n",
" <tr>\n",
" <th>99</th>\n",
" <td>asparagus</td>\n",
" <td>asparagu</td>\n",
" <td>broccoli</td>\n",
" <td>cauliflow</td>\n",
" <td>leek</td>\n",
" <td>kale</td>\n",
" <td>spinach</td>\n",
" <td>pea</td>\n",
" <td>watercress</td>\n",
" <td>zucchini</td>\n",
" <td>veget</td>\n",
" </tr>\n",
" <tr>\n",
" <th>100</th>\n",
" <td>chili</td>\n",
" <td>chili</td>\n",
" <td>chile</td>\n",
" <td>chilli</td>\n",
" <td>cayenn</td>\n",
" <td>oregano</td>\n",
" <td>garlic</td>\n",
" <td>cumin</td>\n",
" <td>onion</td>\n",
" <td>mustard</td>\n",
" <td>paprika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>101</th>\n",
" <td>chives</td>\n",
" <td>chive</td>\n",
" <td>parsley</td>\n",
" <td>scallion</td>\n",
" <td>basil</td>\n",
" <td>cilantro</td>\n",
" <td>thyme</td>\n",
" <td>marjoram</td>\n",
" <td>rosemari</td>\n",
" <td>caper</td>\n",
" <td>oregano</td>\n",
" </tr>\n",
" <tr>\n",
" <th>102</th>\n",
" <td>bread</td>\n",
" <td>bread</td>\n",
" <td>baguett</td>\n",
" <td>prosciutto</td>\n",
" <td>tortilla</td>\n",
" <td>eggplant</td>\n",
" <td>avocado</td>\n",
" <td>chees</td>\n",
" <td>banana</td>\n",
" <td>butter</td>\n",
" <td>ham</td>\n",
" </tr>\n",
" <tr>\n",
" <th>103</th>\n",
" <td>couscous</td>\n",
" <td>couscou</td>\n",
" <td>quinoa</td>\n",
" <td>rice</td>\n",
" <td>pinenut</td>\n",
" <td>chickpea</td>\n",
" <td>linguin</td>\n",
" <td>pasta</td>\n",
" <td>penn</td>\n",
" <td>grit</td>\n",
" <td>saffron</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>guacamole</td>\n",
" <td>guacamol</td>\n",
" <td>salsa</td>\n",
" <td>avocado</td>\n",
" <td>cotija</td>\n",
" <td>pesto</td>\n",
" <td>lettuc</td>\n",
" <td>kalamata</td>\n",
" <td>mayonais</td>\n",
" <td>cilantro</td>\n",
" <td>tomatillo</td>\n",
" </tr>\n",
" <tr>\n",
" <th>105</th>\n",
" <td>sausages</td>\n",
" <td>sausag</td>\n",
" <td>bacon</td>\n",
" <td>pancetta</td>\n",
" <td>beef</td>\n",
" <td>meat</td>\n",
" <td>ham</td>\n",
" <td>pork</td>\n",
" <td>mushroom</td>\n",
" <td>leek</td>\n",
" <td>prosciutto</td>\n",
" </tr>\n",
" <tr>\n",
" <th>106</th>\n",
" <td>arugula</td>\n",
" <td>arugula</td>\n",
" <td>watercress</td>\n",
" <td>lettuc</td>\n",
" <td>spinach</td>\n",
" <td>kale</td>\n",
" <td>basil</td>\n",
" <td>cilantro</td>\n",
" <td>radish</td>\n",
" <td>prosciutto</td>\n",
" <td>cucumb</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>spices</td>\n",
" <td>spice</td>\n",
" <td>allspic</td>\n",
" <td>cumin</td>\n",
" <td>season</td>\n",
" <td>cinnamon</td>\n",
" <td>mustard</td>\n",
" <td>peppercorn</td>\n",
" <td>paprika</td>\n",
" <td>cardamom</td>\n",
" <td>cayenn</td>\n",
" </tr>\n",
" <tr>\n",
" <th>108</th>\n",
" <td>apples</td>\n",
" <td>appl</td>\n",
" <td>peach</td>\n",
" <td>pineappl</td>\n",
" <td>mango</td>\n",
" <td>orang</td>\n",
" <td>banana</td>\n",
" <td>beet</td>\n",
" <td>carrot</td>\n",
" <td>turnip</td>\n",
" <td>strawberri</td>\n",
" </tr>\n",
" <tr>\n",
" <th>109</th>\n",
" <td>peas</td>\n",
" <td>pea</td>\n",
" <td>broccoli</td>\n",
" <td>bean</td>\n",
" <td>carrot</td>\n",
" <td>spinach</td>\n",
" <td>celeri</td>\n",
" <td>chickpea</td>\n",
" <td>scallion</td>\n",
" <td>turnip</td>\n",
" <td>mushroom</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110</th>\n",
" <td>pancetta</td>\n",
" <td>pancetta</td>\n",
" <td>bacon</td>\n",
" <td>prosciutto</td>\n",
" <td>shallot</td>\n",
" <td>sausag</td>\n",
" <td>leek</td>\n",
" <td>mushroom</td>\n",
" <td>ham</td>\n",
" <td>onion</td>\n",
" <td>scallion</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>grits</td>\n",
" <td>grit</td>\n",
" <td>polenta</td>\n",
" <td>quinoa</td>\n",
" <td>couscou</td>\n",
" <td>linguin</td>\n",
" <td>pasta</td>\n",
" <td>penn</td>\n",
" <td>noodl</td>\n",
" <td>cornmeal</td>\n",
" <td>fettucin</td>\n",
" </tr>\n",
" <tr>\n",
" <th>112</th>\n",
" <td>lettuce</td>\n",
" <td>lettuc</td>\n",
" <td>arugula</td>\n",
" <td>watercress</td>\n",
" <td>cucumb</td>\n",
" <td>avocado</td>\n",
" <td>cabbag</td>\n",
" <td>spinach</td>\n",
" <td>radish</td>\n",
" <td>cilantro</td>\n",
" <td>prosciutto</td>\n",
" </tr>\n",
" <tr>\n",
" <th>113</th>\n",
" <td>mussels</td>\n",
" <td>mussel</td>\n",
" <td>shrimp</td>\n",
" <td>linguin</td>\n",
" <td>crawfish</td>\n",
" <td>pasta</td>\n",
" <td>penn</td>\n",
" <td>fettucin</td>\n",
" <td>spaghetti</td>\n",
" <td>asparagu</td>\n",
" <td>grit</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114</th>\n",
" <td>coconut</td>\n",
" <td>coconut</td>\n",
" <td>almond</td>\n",
" <td>peanut</td>\n",
" <td>hazelnut</td>\n",
" <td>vanilla</td>\n",
" <td>cinnamon</td>\n",
" <td>butter</td>\n",
" <td>banana</td>\n",
" <td>margarin</td>\n",
" <td>walnut</td>\n",
" </tr>\n",
" <tr>\n",
" <th>115</th>\n",
" <td>fettucine</td>\n",
" <td>fettucin</td>\n",
" <td>linguin</td>\n",
" <td>penn</td>\n",
" <td>pasta</td>\n",
" <td>spaghetti</td>\n",
" <td>noodl</td>\n",
" <td>beansprout</td>\n",
" <td>mussel</td>\n",
" <td>couscou</td>\n",
" <td>quinoa</td>\n",
" </tr>\n",
" <tr>\n",
" <th>116</th>\n",
" <td>lard</td>\n",
" <td>lard</td>\n",
" <td>shorten</td>\n",
" <td>ghee</td>\n",
" <td>margarin</td>\n",
" <td>butter</td>\n",
" <td>peanut</td>\n",
" <td>molass</td>\n",
" <td>oil</td>\n",
" <td>sugar</td>\n",
" <td>buttermilk</td>\n",
" </tr>\n",
" <tr>\n",
" <th>117</th>\n",
" <td>brandy</td>\n",
" <td>brandi</td>\n",
" <td>tequila</td>\n",
" <td>honey</td>\n",
" <td>raisin</td>\n",
" <td>nutmeg</td>\n",
" <td>molass</td>\n",
" <td>sake</td>\n",
" <td>orang</td>\n",
" <td>cinnamon</td>\n",
" <td>vanilla</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>kale</td>\n",
" <td>kale</td>\n",
" <td>spinach</td>\n",
" <td>watercress</td>\n",
" <td>arugula</td>\n",
" <td>cabbag</td>\n",
" <td>broccoli</td>\n",
" <td>cauliflow</td>\n",
" <td>asparagu</td>\n",
" <td>leek</td>\n",
" <td>turnip</td>\n",
" </tr>\n",
" <tr>\n",
" <th>119</th>\n",
" <td>olives</td>\n",
" <td>oliv</td>\n",
" <td>oil</td>\n",
" <td>caper</td>\n",
" <td>shallot</td>\n",
" <td>oregano</td>\n",
" <td>garlic</td>\n",
" <td>rosemari</td>\n",
" <td>parsley</td>\n",
" <td>scallion</td>\n",
" <td>chive</td>\n",
" </tr>\n",
" <tr>\n",
" <th>120</th>\n",
" <td>pecans</td>\n",
" <td>pecan</td>\n",
" <td>walnut</td>\n",
" <td>almond</td>\n",
" <td>hazelnut</td>\n",
" <td>peanut</td>\n",
" <td>raisin</td>\n",
" <td>cinnamon</td>\n",
" <td>appl</td>\n",
" <td>coconut</td>\n",
" <td>butter</td>\n",
" </tr>\n",
" <tr>\n",
" <th>121</th>\n",
" <td>mascarpone</td>\n",
" <td>mascarpon</td>\n",
" <td>ricotta</td>\n",
" <td>cream</td>\n",
" <td>chees</td>\n",
" <td>strawberri</td>\n",
" <td>butter</td>\n",
" <td>ice</td>\n",
" <td>cotija</td>\n",
" <td>egg</td>\n",
" <td>yoghurt</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>daikon</td>\n",
" <td>daikon</td>\n",
" <td>radish</td>\n",
" <td>cucumb</td>\n",
" <td>turnip</td>\n",
" <td>cabbag</td>\n",
" <td>shiitak</td>\n",
" <td>kimchi</td>\n",
" <td>carrot</td>\n",
" <td>beet</td>\n",
" <td>beansprout</td>\n",
" </tr>\n",
" <tr>\n",
" <th>123</th>\n",
" <td>mint</td>\n",
" <td>mint</td>\n",
" <td>basil</td>\n",
" <td>cilantro</td>\n",
" <td>thyme</td>\n",
" <td>rosemari</td>\n",
" <td>coriand</td>\n",
" <td>lime</td>\n",
" <td>oregano</td>\n",
" <td>lemon</td>\n",
" <td>parsley</td>\n",
" </tr>\n",
" <tr>\n",
" <th>124</th>\n",
" <td>cotija</td>\n",
" <td>cotija</td>\n",
" <td>guacamol</td>\n",
" <td>salsa</td>\n",
" <td>pimento</td>\n",
" <td>ricotta</td>\n",
" <td>pinenut</td>\n",
" <td>mascarpon</td>\n",
" <td>chees</td>\n",
" <td>cream</td>\n",
" <td>avocado</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>seasoning</td>\n",
" <td>season</td>\n",
" <td>paprika</td>\n",
" <td>pepper</td>\n",
" <td>oregano</td>\n",
" <td>cayenn</td>\n",
" <td>mustard</td>\n",
" <td>spice</td>\n",
" <td>marjoram</td>\n",
" <td>cumin</td>\n",
" <td>parsley</td>\n",
" </tr>\n",
" <tr>\n",
" <th>126</th>\n",
" <td>peppercorns</td>\n",
" <td>peppercorn</td>\n",
" <td>allspic</td>\n",
" <td>cumin</td>\n",
" <td>clove</td>\n",
" <td>pepper</td>\n",
" <td>cayenn</td>\n",
" <td>cardamom</td>\n",
" <td>coriand</td>\n",
" <td>oregano</td>\n",
" <td>marjoram</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127</th>\n",
" <td>polenta</td>\n",
" <td>polenta</td>\n",
" <td>grit</td>\n",
" <td>couscou</td>\n",
" <td>dough</td>\n",
" <td>eggplant</td>\n",
" <td>cornmeal</td>\n",
" <td>pasta</td>\n",
" <td>baguett</td>\n",
" <td>tofu</td>\n",
" <td>noodl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>128</th>\n",
" <td>meat</td>\n",
" <td>meat</td>\n",
" <td>beef</td>\n",
" <td>pork</td>\n",
" <td>chicken</td>\n",
" <td>sausag</td>\n",
" <td>ham</td>\n",
" <td>bacon</td>\n",
" <td>shrimp</td>\n",
" <td>veget</td>\n",
" <td>cabbag</td>\n",
" </tr>\n",
" <tr>\n",
" <th>129</th>\n",
" <td>pimentos</td>\n",
" <td>pimento</td>\n",
" <td>caper</td>\n",
" <td>celeri</td>\n",
" <td>tomato</td>\n",
" <td>chive</td>\n",
" <td>scallion</td>\n",
" <td>parsley</td>\n",
" <td>onion</td>\n",
" <td>garlic</td>\n",
" <td>ham</td>\n",
" </tr>\n",
" <tr>\n",
" <th>130</th>\n",
" <td>tequila</td>\n",
" <td>tequila</td>\n",
" <td>lime</td>\n",
" <td>brandi</td>\n",
" <td>vinegar</td>\n",
" <td>orang</td>\n",
" <td>mango</td>\n",
" <td>juic</td>\n",
" <td>honey</td>\n",
" <td>beer</td>\n",
" <td>lemon</td>\n",
" </tr>\n",
" <tr>\n",
" <th>131</th>\n",
" <td>tofu</td>\n",
" <td>tofu</td>\n",
" <td>paneer</td>\n",
" <td>eggplant</td>\n",
" <td>daikon</td>\n",
" <td>shiitak</td>\n",
" <td>zucchini</td>\n",
" <td>chicken</td>\n",
" <td>avocado</td>\n",
" <td>mango</td>\n",
" <td>beef</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>pineapple</td>\n",
" <td>pineappl</td>\n",
" <td>mango</td>\n",
" <td>peach</td>\n",
" <td>appl</td>\n",
" <td>orang</td>\n",
" <td>strawberri</td>\n",
" <td>lime</td>\n",
" <td>banana</td>\n",
" <td>tomato</td>\n",
" <td>lemon</td>\n",
" </tr>\n",
" <tr>\n",
" <th>133</th>\n",
" <td>dashi</td>\n",
" <td>dashi</td>\n",
" <td>mirin</td>\n",
" <td>sake</td>\n",
" <td>cornflour</td>\n",
" <td>tumer</td>\n",
" <td>saffron</td>\n",
" <td>water</td>\n",
" <td>daikon</td>\n",
" <td>milk</td>\n",
" <td>shiitak</td>\n",
" </tr>\n",
" <tr>\n",
" <th>134</th>\n",
" <td>pesto</td>\n",
" <td>pesto</td>\n",
" <td>ricotta</td>\n",
" <td>guacamol</td>\n",
" <td>salsa</td>\n",
" <td>arugula</td>\n",
" <td>oliv</td>\n",
" <td>avocado</td>\n",
" <td>basil</td>\n",
" <td>caper</td>\n",
" <td>prosciutto</td>\n",
" </tr>\n",
" <tr>\n",
" <th>135</th>\n",
" <td>chillies</td>\n",
" <td>chilli</td>\n",
" <td>chili</td>\n",
" <td>chile</td>\n",
" <td>onion</td>\n",
" <td>coriand</td>\n",
" <td>garlic</td>\n",
" <td>oregano</td>\n",
" <td>cumin</td>\n",
" <td>ginger</td>\n",
" <td>basil</td>\n",
" </tr>\n",
" <tr>\n",
" <th>136</th>\n",
" <td>seeds</td>\n",
" <td>seed</td>\n",
" <td>coriand</td>\n",
" <td>ginger</td>\n",
" <td>garlic</td>\n",
" <td>clove</td>\n",
" <td>cumin</td>\n",
" <td>cardamom</td>\n",
" <td>allspic</td>\n",
" <td>chile</td>\n",
" <td>peppercorn</td>\n",
" </tr>\n",
" <tr>\n",
" <th>137</th>\n",
" <td>allspice</td>\n",
" <td>allspic</td>\n",
" <td>nutmeg</td>\n",
" <td>cayenn</td>\n",
" <td>cumin</td>\n",
" <td>cardamom</td>\n",
" <td>peppercorn</td>\n",
" <td>cinnamon</td>\n",
" <td>salt</td>\n",
" <td>oregano</td>\n",
" <td>paprika</td>\n",
" </tr>\n",
" <tr>\n",
" <th>138</th>\n",
" <td>gingerroot</td>\n",
" <td>gingerroot</td>\n",
" <td>ginger</td>\n",
" <td>lemongrass</td>\n",
" <td>shallot</td>\n",
" <td>mirin</td>\n",
" <td>onion</td>\n",
" <td>scallion</td>\n",
" <td>carrot</td>\n",
" <td>vinegar</td>\n",
" <td>celeri</td>\n",
" </tr>\n",
" <tr>\n",
" <th>139</th>\n",
" <td>crawfish</td>\n",
" <td>crawfish</td>\n",
" <td>shrimp</td>\n",
" <td>mussel</td>\n",
" <td>okra</td>\n",
" <td>linguin</td>\n",
" <td>penn</td>\n",
" <td>fettucin</td>\n",
" <td>beansprout</td>\n",
" <td>grit</td>\n",
" <td>meat</td>\n",
" </tr>\n",
" <tr>\n",
" <th>140</th>\n",
" <td>turnips</td>\n",
" <td>turnip</td>\n",
" <td>beet</td>\n",
" <td>carrot</td>\n",
" <td>leek</td>\n",
" <td>potato</td>\n",
" <td>cabbag</td>\n",
" <td>radish</td>\n",
" <td>daikon</td>\n",
" <td>celeri</td>\n",
" <td>cauliflow</td>\n",
" </tr>\n",
" <tr>\n",
" <th>141</th>\n",
" <td>mustard</td>\n",
" <td>mustard</td>\n",
" <td>oregano</td>\n",
" <td>paprika</td>\n",
" <td>cayenn</td>\n",
" <td>cumin</td>\n",
" <td>thyme</td>\n",
" <td>chili</td>\n",
" <td>garlic</td>\n",
" <td>rosemari</td>\n",
" <td>peppercorn</td>\n",
" </tr>\n",
" <tr>\n",
" <th>142</th>\n",
" <td>quinoa</td>\n",
" <td>quinoa</td>\n",
" <td>couscou</td>\n",
" <td>chickpea</td>\n",
" <td>rice</td>\n",
" <td>pasta</td>\n",
" <td>kale</td>\n",
" <td>linguin</td>\n",
" <td>noodl</td>\n",
" <td>spinach</td>\n",
" <td>grit</td>\n",
" </tr>\n",
" <tr>\n",
" <th>143</th>\n",
" <td>penne</td>\n",
" <td>penn</td>\n",
" <td>linguin</td>\n",
" <td>fettucin</td>\n",
" <td>pasta</td>\n",
" <td>spaghetti</td>\n",
" <td>noodl</td>\n",
" <td>broccoli</td>\n",
" <td>mussel</td>\n",
" <td>couscou</td>\n",
" <td>quinoa</td>\n",
" </tr>\n",
" <tr>\n",
" <th>144</th>\n",
" <td>beets</td>\n",
" <td>beet</td>\n",
" <td>turnip</td>\n",
" <td>radish</td>\n",
" <td>potato</td>\n",
" <td>cabbag</td>\n",
" <td>cucumb</td>\n",
" <td>carrot</td>\n",
" <td>appl</td>\n",
" <td>cauliflow</td>\n",
" <td>watercress</td>\n",
" </tr>\n",
" <tr>\n",
" <th>145</th>\n",
" <td>walnuts</td>\n",
" <td>walnut</td>\n",
" <td>pecan</td>\n",
" <td>hazelnut</td>\n",
" <td>almond</td>\n",
" <td>raisin</td>\n",
" <td>peanut</td>\n",
" <td>pinenut</td>\n",
" <td>cinnamon</td>\n",
" <td>coconut</td>\n",
" <td>rosemari</td>\n",
" </tr>\n",
" <tr>\n",
" <th>146</th>\n",
" <td>rosemary</td>\n",
" <td>rosemari</td>\n",
" <td>thyme</td>\n",
" <td>marjoram</td>\n",
" <td>oregano</td>\n",
" <td>basil</td>\n",
" <td>parsley</td>\n",
" <td>chive</td>\n",
" <td>coriand</td>\n",
" <td>garlic</td>\n",
" <td>shallot</td>\n",
" </tr>\n",
" <tr>\n",
" <th>147</th>\n",
" <td>ice</td>\n",
" <td>ice</td>\n",
" <td>strawberri</td>\n",
" <td>mascarpon</td>\n",
" <td>vanilla</td>\n",
" <td>coconut</td>\n",
" <td>shorten</td>\n",
" <td>cornflour</td>\n",
" <td>cream</td>\n",
" <td>butter</td>\n",
" <td>yeast</td>\n",
" </tr>\n",
" <tr>\n",
" <th>148</th>\n",
" <td>kimchi</td>\n",
" <td>kimchi</td>\n",
" <td>beansprout</td>\n",
" <td>daikon</td>\n",
" <td>radish</td>\n",
" <td>salsa</td>\n",
" <td>sriracha</td>\n",
" <td>cabbag</td>\n",
" <td>ketchup</td>\n",
" <td>mayonais</td>\n",
" <td>guacamol</td>\n",
" </tr>\n",
" <tr>\n",
" <th>149</th>\n",
" <td>yeast</td>\n",
" <td>yeast</td>\n",
" <td>molass</td>\n",
" <td>cornmeal</td>\n",
" <td>shorten</td>\n",
" <td>buttermilk</td>\n",
" <td>vanilla</td>\n",
" <td>egg</td>\n",
" <td>milk</td>\n",
" <td>flour</td>\n",
" <td>vinegar</td>\n",
" </tr>\n",
" <tr>\n",
" <th>150</th>\n",
" <td>paneer</td>\n",
" <td>paneer</td>\n",
" <td>tofu</td>\n",
" <td>cotija</td>\n",
" <td>eggplant</td>\n",
" <td>beansprout</td>\n",
" <td>daikon</td>\n",
" <td>tumer</td>\n",
" <td>okra</td>\n",
" <td>kimchi</td>\n",
" <td>potato</td>\n",
" </tr>\n",
" <tr>\n",
" <th>151</th>\n",
" <td>watercress</td>\n",
" <td>watercress</td>\n",
" <td>arugula</td>\n",
" <td>lettuc</td>\n",
" <td>spinach</td>\n",
" <td>kale</td>\n",
" <td>cilantro</td>\n",
" <td>radish</td>\n",
" <td>basil</td>\n",
" <td>cucumb</td>\n",
" <td>scallion</td>\n",
" </tr>\n",
" <tr>\n",
" <th>152</th>\n",
" <td>cardamom</td>\n",
" <td>cardamom</td>\n",
" <td>allspic</td>\n",
" <td>cinnamon</td>\n",
" <td>cumin</td>\n",
" <td>nutmeg</td>\n",
" <td>tumer</td>\n",
" <td>peppercorn</td>\n",
" <td>cayenn</td>\n",
" <td>coriand</td>\n",
" <td>saffron</td>\n",
" </tr>\n",
" <tr>\n",
" <th>153</th>\n",
" <td>dough</td>\n",
" <td>dough</td>\n",
" <td>tortilla</td>\n",
" <td>polenta</td>\n",
" <td>baguett</td>\n",
" <td>yeast</td>\n",
" <td>ice</td>\n",
" <td>bread</td>\n",
" <td>flour</td>\n",
" <td>pesto</td>\n",
" <td>cornmeal</td>\n",
" </tr>\n",
" <tr>\n",
" <th>154</th>\n",
" <td>molasses</td>\n",
" <td>molass</td>\n",
" <td>honey</td>\n",
" <td>sugar</td>\n",
" <td>vanilla</td>\n",
" <td>buttermilk</td>\n",
" <td>vinegar</td>\n",
" <td>ketchup</td>\n",
" <td>cinnamon</td>\n",
" <td>margarin</td>\n",
" <td>shorten</td>\n",
" </tr>\n",
" <tr>\n",
" <th>155</th>\n",
" <td>marjoram</td>\n",
" <td>marjoram</td>\n",
" <td>thyme</td>\n",
" <td>oregano</td>\n",
" <td>rosemari</td>\n",
" <td>parsley</td>\n",
" <td>basil</td>\n",
" <td>cayenn</td>\n",
" <td>coriand</td>\n",
" <td>paprika</td>\n",
" <td>chive</td>\n",
" </tr>\n",
" <tr>\n",
" <th>156</th>\n",
" <td>ricotta</td>\n",
" <td>ricotta</td>\n",
" <td>mascarpon</td>\n",
" <td>chees</td>\n",
" <td>pesto</td>\n",
" <td>cream</td>\n",
" <td>cotija</td>\n",
" <td>spinach</td>\n",
" <td>egg</td>\n",
" <td>basil</td>\n",
" <td>arugula</td>\n",
" </tr>\n",
" <tr>\n",
" <th>157</th>\n",
" <td>cornflour</td>\n",
" <td>cornflour</td>\n",
" <td>mirin</td>\n",
" <td>sake</td>\n",
" <td>dashi</td>\n",
" <td>flour</td>\n",
" <td>ghee</td>\n",
" <td>tumer</td>\n",
" <td>brandi</td>\n",
" <td>cornmeal</td>\n",
" <td>sugar</td>\n",
" </tr>\n",
" <tr>\n",
" <th>158</th>\n",
" <td>hazelnuts</td>\n",
" <td>hazelnut</td>\n",
" <td>walnut</td>\n",
" <td>almond</td>\n",
" <td>pecan</td>\n",
" <td>peanut</td>\n",
" <td>coconut</td>\n",
" <td>cinnamon</td>\n",
" <td>vanilla</td>\n",
" <td>sugar</td>\n",
" <td>mint</td>\n",
" </tr>\n",
" <tr>\n",
" <th>159</th>\n",
" <td>beans</td>\n",
" <td>bean</td>\n",
" <td>pea</td>\n",
" <td>chickpea</td>\n",
" <td>tomato</td>\n",
" <td>chile</td>\n",
" <td>chili</td>\n",
" <td>peppercorn</td>\n",
" <td>carrot</td>\n",
" <td>potato</td>\n",
" <td>zucchini</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>"
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