ex01_8.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Vector embedding with `gensim`\n",
    "\n",
    "Let's make use of deep learning through a technique called *embedding* -- to analyze the relatedness of the labels used for recipe ingredients.\n",
    "\n",
    "Among the most closely related ingredients:\n",
    "\n",
    "  * Some are very close synonyms and should be consolidated to improve data quality\n",
    "  * Others are interesting other ingredients that pair frequently, useful for recommendations\n",
    "\n",
    "On the one hand, this approach is quite helpful for analyzing the NLP annotations that go into a knowledge graph.\n",
    "On the other hand it can be used along with [`SKOS`](https://www.w3.org/2004/02/skos/) or similar vocabularies for ontology-based discovery within the graph, e.g., for advanced search UI."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Curating annotations\n",
    "\n",
    "We'll be working with the labels for ingredients that go into our KG.\n",
    "Looking at the raw data, there are many cases where slightly different spellings are being used for the same entity.\n",
    "\n",
    "As a first step let's define a list of synonyms to substitute, prior to running the vector embedding.\n",
    "This will help produce better quality results.\n",
    "\n",
    "Note that this kind of work comes of the general heading of *curating annotations* ... which is what we spend so much time doing in KG work.\n",
    "It's similar to how *data preparation* is ~80% of the workload for data science teams, and for good reason."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "SYNONYMS = {\n",
    "    \"egg\": \"egg\",\n",
    "    \"eggs\": \"egg\",\n",
    "\n",
    "    \"vanilla\": \"vanilla\",\n",
    "    \"vanilla extract\": \"vanilla\",\n",
    "\n",
    "    \"onions\": \"onion\",\n",
    "    \"onion\": \"onion\",\n",
    "        \n",
    "    \"carrots\": \"carrot\",\n",
    "    \"carrot\": \"carrot\",\n",
    "\n",
    "    \"potatoes\": \"potato\",\n",
    "    \"potato\": \"potato\",\n",
    "    \n",
    "    \"tomatoes\": \"tomato\",\n",
    "    \"fresh tomatoes\": \"tomato\",\n",
    "    \"fresh tomato\": \"tomato\",\n",
    "    \n",
    "    \"garlic\": \"garlic\",\n",
    "    \"garlic clove\": \"garlic\",\n",
    "    \"garlic cloves\": \"garlic\",\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Analyze ingredient labels from 250K recipes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "max context: 43 unique ingredients per recipe\n",
      "min context: 2 unique ingredients per recipe\n",
      "vocab size 14933\n"
     ]
    }
   ],
   "source": [
    "import csv\n",
    "\n",
    "MAX_ROW = 250000 # 231638\n",
    "\n",
    "max_context = 0\n",
    "min_context = 1000\n",
    "\n",
    "recipes = []\n",
    "vocab = set()\n",
    "\n",
    "with open(\"dat/all_ind.csv\", \"r\") as f:\n",
    "    reader = csv.reader(f)\n",
    "    next(reader, None) # remove file header\n",
    "\n",
    "    for i, row in enumerate(reader):\n",
    "        id = row[0]\n",
    "        ind_set = set()\n",
    "        \n",
    "        # substitute synonyms\n",
    "        for ind in set(eval(row[1])):\n",
    "            if ind in SYNONYMS:\n",
    "                ind_set.add(SYNONYMS[ind])\n",
    "            else:\n",
    "                ind_set.add(ind)\n",
    "        \n",
    "        if len(ind_set) > 1:\n",
    "            recipes.append([id, ind_set])\n",
    "            vocab.update(ind_set)\n",
    "        \n",
    "            max_context = max(max_context, len(ind_set))\n",
    "            min_context = min(min_context, len(ind_set))\n",
    "\n",
    "        if i > MAX_ROW:\n",
    "            break\n",
    "\n",
    "print(\"max context: {} unique ingredients per recipe\".format(max_context))\n",
    "print(\"min context: {} unique ingredients per recipe\".format(min_context))\n",
    "print(\"vocab size\", len(list(vocab)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['137739',\n",
       "  {'butter',\n",
       "   'honey',\n",
       "   'mexican seasoning',\n",
       "   'mixed spice',\n",
       "   'olive oil',\n",
       "   'salt',\n",
       "   'winter squash'}],\n",
       " ['31490',\n",
       "  {'cheese',\n",
       "   'egg',\n",
       "   'milk',\n",
       "   'prepared pizza crust',\n",
       "   'salt and pepper',\n",
       "   'sausage patty'}],\n",
       " ['112140',\n",
       "  {'cheddar cheese',\n",
       "   'chili powder',\n",
       "   'diced tomatoes',\n",
       "   'ground beef',\n",
       "   'ground cumin',\n",
       "   'kidney beans',\n",
       "   'lettuce',\n",
       "   'rotel tomatoes',\n",
       "   'salt',\n",
       "   'tomato paste',\n",
       "   'tomato soup',\n",
       "   'water',\n",
       "   'yellow onions'}],\n",
       " ['59389',\n",
       "  {'new potatoes',\n",
       "   'olive oil',\n",
       "   'parsley',\n",
       "   'pepper',\n",
       "   'red bell pepper',\n",
       "   'red wine vinegar',\n",
       "   'salt',\n",
       "   'shallots',\n",
       "   'spreadable cheese with garlic and herbs',\n",
       "   'tarragon',\n",
       "   'yellow bell pepper'}],\n",
       " ['44061',\n",
       "  {'apple cider vinegar',\n",
       "   'cinnamon oil',\n",
       "   'clove oil',\n",
       "   'dry mustard',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'tomato juice'}],\n",
       " ['5289',\n",
       "  {'apple', 'frozen apple juice concentrate', 'milk', 'vanilla ice cream'}],\n",
       " ['25274',\n",
       "  {'extra virgin olive oil',\n",
       "   'fennel seeds',\n",
       "   'garlic',\n",
       "   'green olives',\n",
       "   'orange juice',\n",
       "   'orange rind',\n",
       "   'peppercorn',\n",
       "   'red chile',\n",
       "   'ripe olives'}],\n",
       " ['67888',\n",
       "  {'a.1. original sauce',\n",
       "   'brown sugar',\n",
       "   'chili powder',\n",
       "   'cinnamon sticks',\n",
       "   'cracked black pepper',\n",
       "   'cumin',\n",
       "   'dry mustard',\n",
       "   'fresh cilantro leaves',\n",
       "   'fresh coarse ground black pepper',\n",
       "   'fresh garlic',\n",
       "   'fresh ginger',\n",
       "   'honey',\n",
       "   'liquid smoke',\n",
       "   'mirin',\n",
       "   'orange, juice of',\n",
       "   'pork spareribs',\n",
       "   'salt',\n",
       "   'soy sauce',\n",
       "   'tomato sauce',\n",
       "   'water',\n",
       "   'white vinegar',\n",
       "   'yellow onion'}],\n",
       " ['70971',\n",
       "  {'bananas',\n",
       "   'chocolate sandwich style cookies',\n",
       "   'chocolate syrup',\n",
       "   'strawberry ice cream',\n",
       "   'vanilla ice cream',\n",
       "   'whipped cream'}],\n",
       " ['75452',\n",
       "  {'baking soda',\n",
       "   'bananas',\n",
       "   'cake flour',\n",
       "   'egg',\n",
       "   'fresh lemon juice',\n",
       "   'orange rind',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'unsalted butter'}],\n",
       " ['109439',\n",
       "  {'prepared horseradish', 'sour cream', 'whole berry cranberry sauce'}],\n",
       " ['42198',\n",
       "  {'butter',\n",
       "   'egg',\n",
       "   'powdered sugar',\n",
       "   'strawberry',\n",
       "   'vanilla wafers',\n",
       "   'walnuts',\n",
       "   'whipping cream'}],\n",
       " ['67547',\n",
       "  {'bacon',\n",
       "   'black pepper',\n",
       "   'chicken bouillon cubes',\n",
       "   'chili powder',\n",
       "   'cornstarch',\n",
       "   'dark brown sugar',\n",
       "   'garlic powder',\n",
       "   'great northern bean',\n",
       "   'molasses',\n",
       "   'mustard powder',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'water'}],\n",
       " ['107517',\n",
       "  {'brown sugar',\n",
       "   'collard greens',\n",
       "   'ham hock',\n",
       "   'hot sauce',\n",
       "   'molasses',\n",
       "   'salt',\n",
       "   'whiskey'}],\n",
       " ['39959',\n",
       "  {'burnet root',\n",
       "   'gentian root',\n",
       "   'scullcap herb',\n",
       "   'spearmint',\n",
       "   'wood bethony'}],\n",
       " ['63986',\n",
       "  {'chicken rice soup',\n",
       "   'dry mustard',\n",
       "   'flour',\n",
       "   'garlic powder',\n",
       "   'lean pork chops',\n",
       "   'oil',\n",
       "   'salt'}],\n",
       " ['43026',\n",
       "  {'cheese', 'cornstarch', 'egg roll wrap', 'oil', 'whole green chilies'}],\n",
       " ['23933', {'butterscotch chips', 'chinese noodles', 'salted peanuts'}],\n",
       " ['8559',\n",
       "  {'beef broth',\n",
       "   'celery',\n",
       "   'cooking oil',\n",
       "   'ground pork',\n",
       "   'hamburger buns',\n",
       "   'onion',\n",
       "   'soy sauce'}],\n",
       " ['23850',\n",
       "  {'broccoli floret',\n",
       "   'canola oil',\n",
       "   'cauliflower',\n",
       "   'escarole',\n",
       "   'fresh herb',\n",
       "   'garlic',\n",
       "   'great northern bean',\n",
       "   'green peas',\n",
       "   'ground coriander',\n",
       "   'onion',\n",
       "   'potato',\n",
       "   'red bell pepper',\n",
       "   'salt and pepper',\n",
       "   'salt free herb and spice seasoning mix',\n",
       "   'vegetable bouillon cubes',\n",
       "   'water'}],\n",
       " ['76808',\n",
       "  {'boiling potatoes',\n",
       "   'coarse salt',\n",
       "   'fresh ground black pepper',\n",
       "   'fresh spinach leaves',\n",
       "   'nutmeg',\n",
       "   'salt',\n",
       "   'unsalted butter',\n",
       "   'water'}],\n",
       " ['24701',\n",
       "  {'apple juice',\n",
       "   'broth',\n",
       "   'celery',\n",
       "   'dried thyme',\n",
       "   'fresh parsley',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'rolled oats',\n",
       "   'salt',\n",
       "   'scallion',\n",
       "   'spinach',\n",
       "   'white pepper'}],\n",
       " ['83873',\n",
       "  {'all-purpose flour',\n",
       "   'boneless skinless chicken breast halves',\n",
       "   'condensed cream of chicken soup',\n",
       "   'cornstarch',\n",
       "   'egg',\n",
       "   'garlic powder',\n",
       "   'oil',\n",
       "   'paprika',\n",
       "   'salt and pepper',\n",
       "   'seasoning salt'}],\n",
       " ['107699',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   'bread',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'granulated sugar',\n",
       "   'ground cinnamon',\n",
       "   'milk',\n",
       "   'powdered sugar',\n",
       "   'salt',\n",
       "   'vanilla',\n",
       "   'vegetable oil'}],\n",
       " ['49262', {'butter', 'egg yolks', 'lemon, juice of', 'salt', 'white pepper'}],\n",
       " ['48156',\n",
       "  {'black cumin',\n",
       "   'ground black pepper',\n",
       "   'ground coriander',\n",
       "   'ground cumin',\n",
       "   'ground ginger',\n",
       "   'ground turmeric'}],\n",
       " ['54272',\n",
       "  {'black pepper',\n",
       "   'celery',\n",
       "   'chili powder',\n",
       "   'diced tomatoes',\n",
       "   'garlic',\n",
       "   'green pepper',\n",
       "   'jalapenos',\n",
       "   'kidney beans',\n",
       "   'onion',\n",
       "   'red pepper flakes',\n",
       "   'salt',\n",
       "   'vegetarian ground beef'}],\n",
       " ['47366',\n",
       "  {'beef bouillon cube',\n",
       "   'beef stew meat',\n",
       "   'cabbage',\n",
       "   'dried parsley',\n",
       "   'elbow macaroni',\n",
       "   'garbanzo beans',\n",
       "   'ground pepper',\n",
       "   'ground thyme',\n",
       "   'onion',\n",
       "   'parmesan cheese',\n",
       "   'salt',\n",
       "   'tomato',\n",
       "   'water',\n",
       "   'zucchini'}],\n",
       " ['37073', {'margarine', 'red potatoes', 'rosemary'}],\n",
       " ['44123',\n",
       "  {'black beans',\n",
       "   'broccoli floret',\n",
       "   'broccoli stem',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'chicken stock',\n",
       "   'cornstarch',\n",
       "   'dried oregano',\n",
       "   'dried sweet basil leaves',\n",
       "   'dried thyme',\n",
       "   'dry white wine',\n",
       "   'heavy cream',\n",
       "   'onion',\n",
       "   'salt & fresh ground pepper',\n",
       "   'smoked chicken',\n",
       "   'tabasco sauce',\n",
       "   'unsalted butter',\n",
       "   'worcestershire sauce'}],\n",
       " ['27087',\n",
       "  {'all-purpose flour',\n",
       "   'baking cocoa',\n",
       "   'baking powder',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'miniature peppermint patties',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['59952',\n",
       "  {'cheddar cheese',\n",
       "   'cornmeal',\n",
       "   'ground beef',\n",
       "   'hot chili pepper',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'sliced ripe olives',\n",
       "   'tabasco sauce',\n",
       "   'taco sauce',\n",
       "   'tomato sauce',\n",
       "   'whole kernel corn'}],\n",
       " ['93249', {'butter', 'dry ranch dressing mix', 'french bread'}],\n",
       " ['54100',\n",
       "  {'black pepper',\n",
       "   'dry mustard',\n",
       "   'egg substitute',\n",
       "   'fresh breadcrumb',\n",
       "   'ground venison',\n",
       "   'non-fat powdered milk',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'water',\n",
       "   'worcestershire sauce'}],\n",
       " ['67664', {'frozen juice concentrate', 'milk', 'plain yogurt'}],\n",
       " ['87098',\n",
       "  {'carrot',\n",
       "   'corn',\n",
       "   'diced tomatoes',\n",
       "   'green beans',\n",
       "   'low sodium chicken broth',\n",
       "   'potato',\n",
       "   'wax beans',\n",
       "   'zucchini'}],\n",
       " ['25775',\n",
       "  {'black pepper',\n",
       "   'condensed cream of mushroom soup',\n",
       "   'crouton',\n",
       "   'egg',\n",
       "   'frozen chopped spinach',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'sharp cheddar cheese'}],\n",
       " ['33165',\n",
       "  {'celery seed',\n",
       "   'diced pimentos',\n",
       "   'fat-free mayonnaise',\n",
       "   'garlic',\n",
       "   'green onion',\n",
       "   'low-fat sour cream',\n",
       "   'pepper',\n",
       "   'plain low-fat yogurt',\n",
       "   'prepared mustard',\n",
       "   'red potatoes',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'white wine vinegar'}],\n",
       " ['38798',\n",
       "  {'egg',\n",
       "   'frozen chopped spinach',\n",
       "   'garlic powder',\n",
       "   'margarine',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'sage',\n",
       "   'soft breadcrumbs'}],\n",
       " ['22123',\n",
       "  {'condensed cream of mushroom & garlic soup',\n",
       "   'cooking oil',\n",
       "   'cornbread mix',\n",
       "   'cream of mushroom soup',\n",
       "   'frozen vegetables',\n",
       "   'ground beef',\n",
       "   'onion',\n",
       "   'salt & pepper'}],\n",
       " ['90921',\n",
       "  {'angel hair pasta',\n",
       "   'garlic',\n",
       "   'green onions',\n",
       "   'honey',\n",
       "   'soy sauce',\n",
       "   'stir fry vegetables',\n",
       "   'toasted sesame oil',\n",
       "   'toasted sesame seeds'}],\n",
       " ['93959',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'buckwheat flour',\n",
       "   'butter',\n",
       "   'canola oil',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'ground cinnamon',\n",
       "   'ground cloves',\n",
       "   'honey',\n",
       "   'low-fat buttermilk',\n",
       "   'orange juice',\n",
       "   'orange rind',\n",
       "   'pecans',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'unsweetened cocoa',\n",
       "   'yam'}],\n",
       " ['93958',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'boiling water',\n",
       "   'buckwheat flour',\n",
       "   'canola oil',\n",
       "   'egg',\n",
       "   'granulated sugar',\n",
       "   'ground cinnamon',\n",
       "   'ground cloves',\n",
       "   'low-fat buttermilk',\n",
       "   'orange juice',\n",
       "   'orange rind',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sorghum',\n",
       "   'unsweetened cocoa',\n",
       "   'yam'}],\n",
       " ['58224',\n",
       "  {'american cheese',\n",
       "   'beer',\n",
       "   'cayenne',\n",
       "   'garlic',\n",
       "   'ground beef',\n",
       "   'prepared yellow mustard',\n",
       "   'salt & pepper',\n",
       "   'sugar'}],\n",
       " ['33606',\n",
       "  {'cheese',\n",
       "   'chives',\n",
       "   'cider vinegar',\n",
       "   'dill pickles',\n",
       "   'garlic powder',\n",
       "   'green onion',\n",
       "   'ham',\n",
       "   'italian seasoning',\n",
       "   'olive oil',\n",
       "   'onion powder',\n",
       "   'ripe olives',\n",
       "   'salt and pepper',\n",
       "   'sweet pepper',\n",
       "   'tomato',\n",
       "   'tri-color spiral pasta',\n",
       "   'water chestnut'}],\n",
       " ['94710',\n",
       "  {'basil',\n",
       "   'flat leaf parsley',\n",
       "   'frozen french fries',\n",
       "   'oil',\n",
       "   'oregano',\n",
       "   'parmesan cheese',\n",
       "   'salt & freshly ground black pepper'}],\n",
       " ['35173',\n",
       "  {'butter',\n",
       "   'cheddar cheese',\n",
       "   'deli turkey',\n",
       "   'good seasonings italian salad dressing mix',\n",
       "   'ham',\n",
       "   'mozzarella cheese',\n",
       "   'pepperoni',\n",
       "   'sandwich bun',\n",
       "   'swiss cheese'}],\n",
       " ['83025',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'icing sugar',\n",
       "   'milk',\n",
       "   'salt',\n",
       "   'shortening',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['52804',\n",
       "  {'carrot',\n",
       "   'cinnamon',\n",
       "   'coconut',\n",
       "   'crushed pineapple',\n",
       "   'egg',\n",
       "   'nutmeg',\n",
       "   'oil',\n",
       "   'pecans',\n",
       "   'vanilla instant pudding mix',\n",
       "   'water',\n",
       "   'yellow cake mix'}],\n",
       " ['108414',\n",
       "  {'butter',\n",
       "   'egg',\n",
       "   'heavy cream',\n",
       "   'honey',\n",
       "   'jalapenos',\n",
       "   'jiffy corn muffin mix',\n",
       "   'onion',\n",
       "   'red bell pepper',\n",
       "   'sharp cheddar cheese',\n",
       "   'whole kernel corn'}],\n",
       " ['26995',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'crushed pineapple',\n",
       "   'dry yeast',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'nuts',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'vegetable oil',\n",
       "   'water'}],\n",
       " ['53402',\n",
       "  {'cottage cheese',\n",
       "   'dried basil',\n",
       "   'egg',\n",
       "   'garlic',\n",
       "   'ground beef',\n",
       "   'ground black pepper',\n",
       "   'italian sausage',\n",
       "   'lasagna noodle',\n",
       "   'mozzarella cheese',\n",
       "   'parmesan cheese',\n",
       "   'parsley flakes',\n",
       "   'ricotta cheese',\n",
       "   'salt',\n",
       "   'tomato paste',\n",
       "   'whole tomato'}],\n",
       " ['59632',\n",
       "  {'beef',\n",
       "   'cheese',\n",
       "   'cottage cheese',\n",
       "   'egg',\n",
       "   'frozen chopped spinach',\n",
       "   'herbs',\n",
       "   'olive oil flavored cooking spray',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'spices',\n",
       "   'toasted wheat germ'}],\n",
       " ['22526',\n",
       "  {'brown sugar',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'instant vanilla pudding',\n",
       "   'raisins',\n",
       "   'rolls'}],\n",
       " ['100870',\n",
       "  {'garlic',\n",
       "   'granulated sugar',\n",
       "   'ground beef',\n",
       "   'prego spaghetti sauce',\n",
       "   'stewed tomatoes',\n",
       "   'white onion'}],\n",
       " ['84797',\n",
       "  {'beef steaks',\n",
       "   'brown sugar',\n",
       "   'dried dill weed',\n",
       "   'fresh garlic',\n",
       "   'fresh lemon juice',\n",
       "   'fresh parsley',\n",
       "   'honey',\n",
       "   'hot sauce',\n",
       "   'ketchup',\n",
       "   'sour cream',\n",
       "   'spicy mustard',\n",
       "   'vegetable oil'}],\n",
       " ['35653',\n",
       "  {'baking powder', 'butter', 'egg', 'flour', 'milk', 'salt', 'sugar'}],\n",
       " ['32169',\n",
       "  {'button mushrooms',\n",
       "   'chicken breasts',\n",
       "   'dried basil',\n",
       "   'dried oregano',\n",
       "   'fresh ground black pepper',\n",
       "   'fresh parsley',\n",
       "   'garlic',\n",
       "   'hot sauce',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'parmesan cheese',\n",
       "   'pasta',\n",
       "   'salsa',\n",
       "   'tomato',\n",
       "   'water'}],\n",
       " ['24478', {'cider vinegar', 'fresh herb', 'fresh herbs'}],\n",
       " ['44045',\n",
       "  {'baking powder',\n",
       "   'cream',\n",
       "   'egg',\n",
       "   'fat',\n",
       "   'flour',\n",
       "   'fresh corn',\n",
       "   'pepper',\n",
       "   'salt'}],\n",
       " ['60219',\n",
       "  {'black olives',\n",
       "   'cheddar cheese soup',\n",
       "   'fettuccine pasta',\n",
       "   'jalapeno',\n",
       "   'milk',\n",
       "   'picante sauce'}],\n",
       " ['81185',\n",
       "  {'cilantro',\n",
       "   'frozen peas',\n",
       "   'hass avocado',\n",
       "   'lemons, juice of',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'tomato'}],\n",
       " ['30131',\n",
       "  {'basil',\n",
       "   'garlic powder',\n",
       "   'lemon juice',\n",
       "   'oil',\n",
       "   'pepper',\n",
       "   'soy sauce',\n",
       "   'worcestershire sauce'}],\n",
       " ['63593',\n",
       "  {'apple', 'cream cheese', 'milk', 'pear', 'unflavored gelatin', 'yogurt'}],\n",
       " ['43164',\n",
       "  {'bacon',\n",
       "   'bay leaf',\n",
       "   'butter',\n",
       "   'carrot',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'parsley sprigs',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'thyme',\n",
       "   'veal roast'}],\n",
       " ['30300', {'black pepper', 'crackers', 'mayonnaise', 'tomato'}],\n",
       " ['78655',\n",
       "  {'brine',\n",
       "   'capers',\n",
       "   'carrot',\n",
       "   'ciabatta',\n",
       "   'fresh basil',\n",
       "   'fresh parsley',\n",
       "   'garlic',\n",
       "   'genoa salami',\n",
       "   'green olives',\n",
       "   'ham',\n",
       "   'kalamata olive',\n",
       "   'olive oil',\n",
       "   'oregano leaves',\n",
       "   'provolone cheese',\n",
       "   'red wine vinegar',\n",
       "   'sweet onion',\n",
       "   'tomato'}],\n",
       " ['74805',\n",
       "  {'powdered sugar',\n",
       "   'vanilla',\n",
       "   'vanilla instant pudding mix',\n",
       "   'whipping cream'}],\n",
       " ['71635',\n",
       "  {'cookie',\n",
       "   'cream cheese',\n",
       "   'gelatin',\n",
       "   'milk',\n",
       "   'miniature semisweet chocolate chips',\n",
       "   'prepared graham cracker crusts',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['38276',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   'butter',\n",
       "   'carrot',\n",
       "   'cayenne pepper',\n",
       "   'celery',\n",
       "   'chili powder',\n",
       "   'cloves',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'green pepper',\n",
       "   'ground cumin',\n",
       "   'monterey jack cheese',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'salt',\n",
       "   'sliced mushrooms',\n",
       "   'soy sauce',\n",
       "   'tomato',\n",
       "   'vegetable shortening',\n",
       "   'water',\n",
       "   'zucchini'}],\n",
       " ['97052', {'half-and-half', 'salt and pepper', 'sweet butter', 'sweet corn'}],\n",
       " ['26835',\n",
       "  {'all-purpose flour',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'lemon, rind of',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'yogurt'}],\n",
       " ['32271',\n",
       "  {'butter',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'nuts',\n",
       "   'sugar',\n",
       "   'unsweetened chocolate squares',\n",
       "   'vanilla'}],\n",
       " ['107229',\n",
       "  {'broccoli',\n",
       "   'chili-garlic sauce',\n",
       "   'cooked chicken',\n",
       "   'fresh cilantro',\n",
       "   'fresh ginger',\n",
       "   'green onions',\n",
       "   'reduced sodium soy sauce',\n",
       "   'rice vinegar',\n",
       "   'sesame oil',\n",
       "   'sesame seeds',\n",
       "   'vegetable oil',\n",
       "   'vermicelli'}],\n",
       " ['5060',\n",
       "  {'apples',\n",
       "   'celery',\n",
       "   'orange juice',\n",
       "   'orange rind',\n",
       "   'pecans',\n",
       "   'philadelphia cream cheese',\n",
       "   'sugar'}],\n",
       " ['42570',\n",
       "  {'boneless chicken breast',\n",
       "   'cayenne',\n",
       "   'cumin',\n",
       "   'fresh ground pepper',\n",
       "   'garlic',\n",
       "   'lemon juice',\n",
       "   'olive oil',\n",
       "   'paprika',\n",
       "   'salt',\n",
       "   'thyme'}],\n",
       " ['52443',\n",
       "  {'baking potato',\n",
       "   'garlic powder',\n",
       "   'mozzarella cheese',\n",
       "   'oregano leaves',\n",
       "   'parmesan cheese',\n",
       "   'part-skim ricotta cheese',\n",
       "   'tomato sauce'}],\n",
       " ['35595',\n",
       "  {'black pepper',\n",
       "   'cornstarch',\n",
       "   'mushroom pieces',\n",
       "   'onion',\n",
       "   'sodium-free vegetable broth',\n",
       "   'tabasco sauce',\n",
       "   'tomato puree',\n",
       "   'white wine'}],\n",
       " ['108804',\n",
       "  {'albacore tuna in water',\n",
       "   'bibb lettuce',\n",
       "   'black pepper',\n",
       "   'fresh basil',\n",
       "   'garlic',\n",
       "   'light olive oil',\n",
       "   'red sweet bell peppers',\n",
       "   'red wine vinegar',\n",
       "   'salt',\n",
       "   'scallions',\n",
       "   'white kidney beans'}],\n",
       " ['83950',\n",
       "  {'bacon',\n",
       "   'beef consomme',\n",
       "   'black pepper',\n",
       "   'butter',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'crushed tomatoes',\n",
       "   'dry white wine',\n",
       "   'garlic',\n",
       "   'ground pork',\n",
       "   'lean ground beef',\n",
       "   'milk',\n",
       "   'nutmeg',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'penne pasta',\n",
       "   'red pepper flakes',\n",
       "   'rubbed sage',\n",
       "   'salt'}],\n",
       " ['19208', {'apples', 'red cinnamon candies', 'sugar substitute', 'water'}],\n",
       " ['64302',\n",
       "  {'brown sugar',\n",
       "   'celery',\n",
       "   'cucumber',\n",
       "   'elbow macaroni',\n",
       "   'green pepper',\n",
       "   'ketchup',\n",
       "   'lemon juice',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'tomato'}],\n",
       " ['35964',\n",
       "  {'baking powder',\n",
       "   'brown sugar',\n",
       "   'cocoa',\n",
       "   'flour',\n",
       "   'hot water',\n",
       "   'milk',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'vegetable oil'}],\n",
       " ['71457',\n",
       "  {'apple pie filling',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'powdered sugar',\n",
       "   'salt',\n",
       "   'toasted almonds'}],\n",
       " ['95926', {'bananas', 'mayonnaise', 'white bread'}],\n",
       " ['103948',\n",
       "  {'all-purpose flour',\n",
       "   'boneless skinless chicken thighs',\n",
       "   'breadcrumbs',\n",
       "   'chicken stock',\n",
       "   'dried oregano',\n",
       "   'dried thyme',\n",
       "   'dry white wine',\n",
       "   'fresh ground black pepper',\n",
       "   'garlic powder',\n",
       "   'lean ground beef',\n",
       "   'milk',\n",
       "   'onion',\n",
       "   'poultry seasoning',\n",
       "   'salt',\n",
       "   'vegetable oil'}],\n",
       " ['99024',\n",
       "  {'cream cheese', 'lemon juice', 'liquid smoke', 'onion', 'salmon', 'salt'}],\n",
       " ['64045',\n",
       "  {'bean sprouts',\n",
       "   'brown sugar',\n",
       "   'carrot',\n",
       "   'desiccated coconut',\n",
       "   'garlic',\n",
       "   'ginger',\n",
       "   'green beans',\n",
       "   'ground cayenne pepper',\n",
       "   'ground coriander',\n",
       "   'ground cumin',\n",
       "   'onion',\n",
       "   'peanut oil',\n",
       "   'peanuts',\n",
       "   'red chili pepper',\n",
       "   'sambal oelek',\n",
       "   'soy sauce',\n",
       "   'tempeh',\n",
       "   'tomato',\n",
       "   'vegetable stock',\n",
       "   'water'}],\n",
       " ['41756',\n",
       "  {'dried breadcrumbs',\n",
       "   'egg',\n",
       "   'ground beef',\n",
       "   'lemon juice',\n",
       "   'onion',\n",
       "   'salt and pepper',\n",
       "   'sugar',\n",
       "   'tomato soup',\n",
       "   'water'}],\n",
       " ['112959',\n",
       "  {'avocado',\n",
       "   'chunky salsa',\n",
       "   'fresh cilantro',\n",
       "   'hot sauce',\n",
       "   'lime juice',\n",
       "   'salt and pepper',\n",
       "   'soft silken tofu'}],\n",
       " ['83062',\n",
       "  {'baking soda',\n",
       "   'bananas',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'ground cloves',\n",
       "   'nutmeg',\n",
       "   'salt',\n",
       "   'shortening',\n",
       "   'walnuts',\n",
       "   'white sugar'}],\n",
       " ['98930',\n",
       "  {'boneless skinless chicken breast',\n",
       "   'dried basil',\n",
       "   'lime juice',\n",
       "   'olive oil',\n",
       "   'salt and pepper',\n",
       "   'tomato'}],\n",
       " ['83133',\n",
       "  {'beef ribs',\n",
       "   'brown sugar',\n",
       "   'fresh lemon juice',\n",
       "   'ketchup',\n",
       "   'mustard',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'vegetable oil',\n",
       "   'water',\n",
       "   'worcestershire sauce'}],\n",
       " ['39947', {'egg whites', 'green grape', 'sugar'}],\n",
       " ['44895',\n",
       "  {'betty crocker fudge brownie mix',\n",
       "   'egg',\n",
       "   'milk chocolate candy bars',\n",
       "   'vegetable oil',\n",
       "   'water'}],\n",
       " ['39363',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'bananas',\n",
       "   'butter',\n",
       "   'chocolate chips',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'nuts',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'water'}],\n",
       " ['62368',\n",
       "  {'brown sugar',\n",
       "   'butter',\n",
       "   'chocolate chips',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'oreo cookie crumbs',\n",
       "   'sour cream',\n",
       "   'sweetened condensed milk',\n",
       "   'vanilla'}],\n",
       " ['111875',\n",
       "  {'2% low-fat milk',\n",
       "   'banana',\n",
       "   'natural-style peanut butter',\n",
       "   'sugar-free non-fat vanilla yogurt'}],\n",
       " ['42522',\n",
       "  {'bean dip',\n",
       "   'cheddar cheese',\n",
       "   'cream cheese',\n",
       "   'sour cream',\n",
       "   'taco seasoning'}],\n",
       " ['34930',\n",
       "  {'american cheese',\n",
       "   'bacon',\n",
       "   'dill weed',\n",
       "   'ground sirloin',\n",
       "   'iceberg lettuce',\n",
       "   \"mccormick's montreal brand steak seasoning\",\n",
       "   'no-salt-added ketchup',\n",
       "   'onion',\n",
       "   'tomato'}],\n",
       " ['63793',\n",
       "  {'chat masala',\n",
       "   'chopped tomato',\n",
       "   'cucumber',\n",
       "   'paprika',\n",
       "   'plain yogurt',\n",
       "   'potato',\n",
       "   'salt'}],\n",
       " ['61973',\n",
       "  {'baking soda',\n",
       "   'brown sugar',\n",
       "   'buttermilk',\n",
       "   'carrot',\n",
       "   'cinnamon',\n",
       "   'corn oil',\n",
       "   'egg',\n",
       "   'natural bran',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'vanilla',\n",
       "   'whole wheat flour'}],\n",
       " ['45859',\n",
       "  {'grand marnier',\n",
       "   'lime juice',\n",
       "   'lime wedge',\n",
       "   'limeade',\n",
       "   'tequila',\n",
       "   'triple sec'}],\n",
       " ['58651',\n",
       "  {'brown sugar', 'butter', 'flour', 'pecans', 'semi-sweet chocolate chips'}],\n",
       " ['59534',\n",
       "  {'butter',\n",
       "   'cappelletti pasta',\n",
       "   'cheddar cheese',\n",
       "   'chopped tomato',\n",
       "   'corn',\n",
       "   'garlic',\n",
       "   'ground beef',\n",
       "   'milk',\n",
       "   'mushrooms',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'tomato soup'}],\n",
       " ['24137',\n",
       "  {'dry white wine',\n",
       "   'extra virgin olive oil',\n",
       "   'garlic',\n",
       "   'hot water',\n",
       "   'parsley',\n",
       "   'salt and pepper',\n",
       "   'spaghetti',\n",
       "   'squid',\n",
       "   'tomato sauce'}],\n",
       " ['40237',\n",
       "  {'baking soda',\n",
       "   'cocoa',\n",
       "   'flour',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'vegetable oil',\n",
       "   'vinegar',\n",
       "   'water'}],\n",
       " ['18537', {'applesauce', 'brown sugar', 'clove', 'pork loin chops'}],\n",
       " ['104243',\n",
       "  {'butter',\n",
       "   'cheddar cheese',\n",
       "   'cream cheese',\n",
       "   'green olives',\n",
       "   'ham',\n",
       "   'honey mustard',\n",
       "   'leaf lettuce',\n",
       "   'mayonnaise',\n",
       "   'prepared horseradish',\n",
       "   'provolone cheese',\n",
       "   'radish sprouts',\n",
       "   'roast beef',\n",
       "   'roasted red peppers',\n",
       "   'swiss cheese',\n",
       "   'turkey',\n",
       "   'whole wheat bread dough'}],\n",
       " ['105069',\n",
       "  {'beef broth',\n",
       "   'butter',\n",
       "   'flour',\n",
       "   'fresh dill',\n",
       "   'lemon, juice of',\n",
       "   'onion',\n",
       "   'salt and pepper',\n",
       "   'sour cream',\n",
       "   'water',\n",
       "   'wild mushrooms'}],\n",
       " ['70099',\n",
       "  {'asian chili sauce',\n",
       "   'bean sprouts',\n",
       "   'carrot',\n",
       "   'english cucumber',\n",
       "   'fresh cilantro',\n",
       "   'fresh ginger',\n",
       "   'garlic',\n",
       "   'green onions',\n",
       "   'honey',\n",
       "   'light soy sauce',\n",
       "   'rice noodles',\n",
       "   'rice wine vinegar',\n",
       "   'sesame oil'}],\n",
       " ['333281',\n",
       "  {'all-purpose flour',\n",
       "   'bittersweet chocolate',\n",
       "   'brewed espresso',\n",
       "   'egg',\n",
       "   'granulated sugar',\n",
       "   'kosher salt',\n",
       "   'unsalted butter',\n",
       "   'unsweetened cocoa powder',\n",
       "   'vanilla'}],\n",
       " ['234069', {'brown sugar', 'dr. pepper cola', 'orange marmalade'}],\n",
       " ['37841',\n",
       "  {'fish',\n",
       "   'gingerroot',\n",
       "   'low sodium soy sauce',\n",
       "   'peanut oil',\n",
       "   'rice wine',\n",
       "   'salt',\n",
       "   'scallions',\n",
       "   'sesame oil',\n",
       "   'white pepper'}],\n",
       " ['144952',\n",
       "  {'beef broth',\n",
       "   'butter',\n",
       "   'flour',\n",
       "   'french bread',\n",
       "   'garlic',\n",
       "   'low sodium beef broth',\n",
       "   'olive oil',\n",
       "   'parmesan cheese',\n",
       "   'romano cheese',\n",
       "   'sherry wine',\n",
       "   'sugar',\n",
       "   'swiss cheese',\n",
       "   'yellow onions'}],\n",
       " ['453467',\n",
       "  {'all-purpose flour',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'chocolate chips',\n",
       "   'egg',\n",
       "   'margarine',\n",
       "   'salt',\n",
       "   'vanilla',\n",
       "   'water',\n",
       "   'white sugar',\n",
       "   'whole wheat flour'}],\n",
       " ['31835',\n",
       "  {'butter',\n",
       "   'cornbread',\n",
       "   'cream of chicken soup',\n",
       "   'egg',\n",
       "   'onion',\n",
       "   'sage',\n",
       "   'squash'}],\n",
       " ['197013',\n",
       "  {'bay leaves',\n",
       "   'bottled garlic',\n",
       "   'dried basil',\n",
       "   'dried oregano',\n",
       "   'dried parsley',\n",
       "   'garlic powder',\n",
       "   'italian sausage',\n",
       "   'olive oil',\n",
       "   'paprika',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'tomato sauce',\n",
       "   'white onion'}],\n",
       " ['306168',\n",
       "  {'cream of chicken soup',\n",
       "   'french-fried onions',\n",
       "   'frozen broccoli cuts',\n",
       "   'garlic powder',\n",
       "   'ground black pepper',\n",
       "   'milk',\n",
       "   'salt',\n",
       "   'sharp cheddar cheese',\n",
       "   'soy sauce'}],\n",
       " ['286009',\n",
       "  {'all-purpose flour',\n",
       "   'almond extract',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'pure vanilla extract',\n",
       "   'sugar',\n",
       "   'whole milk'}],\n",
       " ['24514',\n",
       "  {'artichoke hearts',\n",
       "   'egg',\n",
       "   'fresh garlic',\n",
       "   'oil',\n",
       "   'unsalted butter',\n",
       "   'unseasoned breadcrumbs'}],\n",
       " ['42508',\n",
       "  {'barbecue sauce',\n",
       "   'black pepper',\n",
       "   'chicken',\n",
       "   'chili powder',\n",
       "   'cider vinegar',\n",
       "   'hot red pepper sauce',\n",
       "   'salt',\n",
       "   'worcestershire sauce'}],\n",
       " ['116679',\n",
       "  {'cheddar cheese',\n",
       "   'cream cheese',\n",
       "   'dry onion soup mix',\n",
       "   'frozen broccoli',\n",
       "   'ritz cracker crumbs',\n",
       "   'sour cream',\n",
       "   'water chestnuts'}],\n",
       " ['124286',\n",
       "  {'baking soda',\n",
       "   'cocoa powder',\n",
       "   'cool whip',\n",
       "   'flour',\n",
       "   'instant chocolate pudding mix',\n",
       "   'mayonnaise',\n",
       "   'milk',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'water'}],\n",
       " ['190',\n",
       "  {'bouillon',\n",
       "   'budweiser beer',\n",
       "   'chili powder',\n",
       "   'coriander',\n",
       "   'cornmeal',\n",
       "   'cumin',\n",
       "   'flour',\n",
       "   'garlic',\n",
       "   'hunts tomato sauce',\n",
       "   'lean chuck',\n",
       "   'lean pork',\n",
       "   'louisiana hot sauce',\n",
       "   'onion',\n",
       "   'oregano leaves',\n",
       "   'paprika',\n",
       "   'sugar',\n",
       "   'unsweetened cocoa',\n",
       "   'water'}],\n",
       " ['475785',\n",
       "  {'baby spinach',\n",
       "   'egg',\n",
       "   'fresh garlic',\n",
       "   'goat cheese',\n",
       "   'kosher salt',\n",
       "   'meatloaf mixture',\n",
       "   'olive oil',\n",
       "   'red bell pepper',\n",
       "   'simply potatoes shredded hash browns',\n",
       "   'unsalted butter',\n",
       "   'unsmoked bacon',\n",
       "   'white pepper',\n",
       "   'yellow onion'}],\n",
       " ['17265',\n",
       "  {'dark brown sugar',\n",
       "   'egg',\n",
       "   'egg white',\n",
       "   'ground cinnamon',\n",
       "   'ground cloves',\n",
       "   'ground ginger',\n",
       "   'heavy cream',\n",
       "   'milk',\n",
       "   'nutmeg',\n",
       "   'pie crusts',\n",
       "   'pumpkin puree',\n",
       "   'salt'}],\n",
       " ['50662',\n",
       "  {'baking powder',\n",
       "   'beef',\n",
       "   'breadcrumbs',\n",
       "   'butter',\n",
       "   'celery seed',\n",
       "   'cream of chicken soup',\n",
       "   'dry onion flakes',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'onion',\n",
       "   'paprika',\n",
       "   'poppy seed',\n",
       "   'poultry seasoning',\n",
       "   'salt',\n",
       "   'sour cream',\n",
       "   'vegetable oil'}],\n",
       " ['177187',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'blended oatmeal',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'hershey chocolate candy bars',\n",
       "   'nuts',\n",
       "   'semi-sweet chocolate chips',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['118843',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'chocolate chips',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   \"hershey's semi-sweet baking chocolate\",\n",
       "   'nuts',\n",
       "   'oatmeal',\n",
       "   'salt',\n",
       "   'vanilla',\n",
       "   'white sugar'}],\n",
       " ['208179', {'butter', 'flour', 'granulated sugar', 'milk', 'vanilla'}],\n",
       " ['500166',\n",
       "  {'cheddar cheese',\n",
       "   'corn cobs',\n",
       "   'ground beef',\n",
       "   'lettuce',\n",
       "   'onion',\n",
       "   'salsa',\n",
       "   'taco seasoning',\n",
       "   'taco shells',\n",
       "   'tomato'}],\n",
       " ['501028',\n",
       "  {'beans',\n",
       "   'beef bouillon cube',\n",
       "   'beef broth',\n",
       "   'bell peppers',\n",
       "   'black pepper',\n",
       "   'chicken bouillon cube',\n",
       "   'chunky salsa',\n",
       "   'cinnamon',\n",
       "   'cumin',\n",
       "   'dark chocolate chips',\n",
       "   'garlic',\n",
       "   'ground coriander',\n",
       "   'habanero pepper',\n",
       "   'light brown sugar',\n",
       "   'mexican chili powder',\n",
       "   'salt',\n",
       "   'sazon goya',\n",
       "   'stewing beef',\n",
       "   'stewing pork',\n",
       "   'tomato paste',\n",
       "   'tortilla chips',\n",
       "   'white onion'}],\n",
       " ['136602',\n",
       "  {'all-purpose flour',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   'lemon zest',\n",
       "   'lime zest',\n",
       "   'orange-flavored liqueur',\n",
       "   'pecans',\n",
       "   'pitted dates',\n",
       "   'powdered sugar',\n",
       "   'salt',\n",
       "   'shortening',\n",
       "   'tequila',\n",
       "   'triple sec',\n",
       "   'warm water'}],\n",
       " ['69190',\n",
       "  {'bouillon cubes',\n",
       "   'butter',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'cream of celery soup',\n",
       "   'cream of chicken soup',\n",
       "   'milk',\n",
       "   'onion',\n",
       "   'potato',\n",
       "   'potato flakes',\n",
       "   'water'}],\n",
       " ['503475',\n",
       "  {'apples',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'cream',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'lemon, juice of',\n",
       "   'milk',\n",
       "   'salt',\n",
       "   'sugar'}],\n",
       " ['522861',\n",
       "  {'butter',\n",
       "   'cheese',\n",
       "   'fresh coarse ground black pepper',\n",
       "   'garlic',\n",
       "   'macaroni',\n",
       "   'milk',\n",
       "   'onion',\n",
       "   'salt'}],\n",
       " ['457136',\n",
       "  {'black pepper',\n",
       "   'cheese',\n",
       "   'fine semolina',\n",
       "   'heavy cream',\n",
       "   'macaroni',\n",
       "   'muscat wine',\n",
       "   'onion',\n",
       "   'potato',\n",
       "   'salt water',\n",
       "   'unsalted butter'}],\n",
       " ['455351',\n",
       "  {'applesauce',\n",
       "   'butter',\n",
       "   'cheese',\n",
       "   'milk',\n",
       "   'onion',\n",
       "   'penne pasta',\n",
       "   'potato',\n",
       "   'salt and pepper'}],\n",
       " ['333797', {'dried yellow peas', 'ginger', 'pork', 'salt', 'water'}],\n",
       " ['428056',\n",
       "  {'brown mustard',\n",
       "   'carrot',\n",
       "   'clove',\n",
       "   'dried thyme',\n",
       "   'dried yellow peas',\n",
       "   'ground ginger',\n",
       "   'ham bone',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'water'}],\n",
       " ['306245', {'butter', 'fresh spinach', 'nutmeg', 'water'}],\n",
       " ['523359',\n",
       "  {'chili powder',\n",
       "   'cornstarch',\n",
       "   'dried onion flakes',\n",
       "   'garlic powder',\n",
       "   'granulated sugar',\n",
       "   'ground beef',\n",
       "   'ground black pepper',\n",
       "   'ground pork',\n",
       "   'paprika',\n",
       "   'salt',\n",
       "   'tomato paste',\n",
       "   'water',\n",
       "   'white vinegar',\n",
       "   'wondra flour'}],\n",
       " ['495314',\n",
       "  {'apple cider vinegar',\n",
       "   'applesauce',\n",
       "   'cayenne',\n",
       "   'dark brown sugar',\n",
       "   'granulated garlic',\n",
       "   'liquid smoke',\n",
       "   'maple syrup',\n",
       "   'oregano',\n",
       "   'ponzu sauce',\n",
       "   'salt',\n",
       "   'tomato ketchup'}],\n",
       " ['149593',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'salt',\n",
       "   'sour cream',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['227924',\n",
       "  {'butter', 'frozen whipped topping', 'oreo cookies', 'vanilla ice cream'}],\n",
       " ['100540', {'butter', 'processed cheese', 'white bread'}],\n",
       " ['155959',\n",
       "  {'balsamic vinegar',\n",
       "   'fresh ground black pepper',\n",
       "   'garlic',\n",
       "   'london broil beef',\n",
       "   'olive oil',\n",
       "   'rosemary',\n",
       "   'soy sauce',\n",
       "   'worcestershire sauce'}],\n",
       " ['29214',\n",
       "  {'chicken broth',\n",
       "   'cornstarch',\n",
       "   'dried oregano',\n",
       "   'dried rosemary',\n",
       "   'dried thyme',\n",
       "   'dry sherry',\n",
       "   'fresh mushrooms',\n",
       "   'garlic',\n",
       "   'hot pepper sauce',\n",
       "   'margarine',\n",
       "   'nonfat dry milk powder',\n",
       "   'nonfat milk',\n",
       "   'parmesan cheese',\n",
       "   'salt and black pepper',\n",
       "   'spicy brown mustard',\n",
       "   'teriyaki sauce'}],\n",
       " ['92533',\n",
       "  {'almonds',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   'nutmeg',\n",
       "   'sour cream',\n",
       "   'splenda sugar substitute',\n",
       "   'vanilla',\n",
       "   'vanilla protein powder'}],\n",
       " ['209203',\n",
       "  {'bacon', 'butter', 'real maple syrup', 'refrigerated buttermilk biscuits'}],\n",
       " ['42151',\n",
       "  {'horseradish',\n",
       "   'mayonnaise',\n",
       "   'tabasco sauce',\n",
       "   'velveeta cheese',\n",
       "   'worcestershire sauce'}],\n",
       " ['327356', {'lemon juice', 'red wine vinegar', 'water'}],\n",
       " ['325509',\n",
       "  {'berries',\n",
       "   'ground flax seeds',\n",
       "   \"i can't believe it's not butter spread\",\n",
       "   'old fashioned oats',\n",
       "   'sugar-free syrup',\n",
       "   'water'}],\n",
       " ['236184',\n",
       "  {'blueberries',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'french bread',\n",
       "   'frozen blueberries',\n",
       "   'maple syrup',\n",
       "   'milk',\n",
       "   'nuts',\n",
       "   'powdered sugar',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['241445',\n",
       "  {'bacon',\n",
       "   'celery',\n",
       "   'cheddar cheese',\n",
       "   'chicken broth',\n",
       "   'chives',\n",
       "   'liquid smoke',\n",
       "   'onion',\n",
       "   'red potatoes',\n",
       "   'salt',\n",
       "   'sour cream',\n",
       "   'velveeta cheese',\n",
       "   'white pepper'}],\n",
       " ['149887',\n",
       "  {'active dry yeast',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'granulated sugar',\n",
       "   'milk',\n",
       "   'powdered sugar',\n",
       "   'salt',\n",
       "   'vanilla pudding mix',\n",
       "   'warm water'}],\n",
       " ['112984',\n",
       "  {'asparagus',\n",
       "   'garlic',\n",
       "   'italian seasoning',\n",
       "   'part-skim mozzarella cheese',\n",
       "   'red bell pepper',\n",
       "   'reduced-fat parmesan cheese',\n",
       "   'salt and pepper',\n",
       "   'spaghetti sauce',\n",
       "   'spaghetti squash',\n",
       "   'white mushroom'}],\n",
       " ['200148',\n",
       "  {'coriander',\n",
       "   'cornstarch',\n",
       "   'frozen pineapple concentrate',\n",
       "   'graham cracker crumbs',\n",
       "   'lemon juice',\n",
       "   'maple syrup',\n",
       "   'margarine',\n",
       "   'oil',\n",
       "   'soft silken tofu',\n",
       "   'vanilla',\n",
       "   'vegan cream cheese',\n",
       "   'vegan sugar',\n",
       "   'water'}],\n",
       " ['445026',\n",
       "  {'all-purpose flour',\n",
       "   'andouille sausage',\n",
       "   'celery',\n",
       "   'cooked chicken',\n",
       "   'creole seasoning',\n",
       "   'frozen black-eyed peas',\n",
       "   'garlic',\n",
       "   'green bell pepper',\n",
       "   'large raw shrimp',\n",
       "   'low sodium chicken broth',\n",
       "   'onion',\n",
       "   'vegetable oil'}],\n",
       " ['70611',\n",
       "  {'cheddar cheese',\n",
       "   'cracker',\n",
       "   'egg',\n",
       "   'ground beef',\n",
       "   'onion',\n",
       "   'pickle',\n",
       "   'salt and pepper',\n",
       "   'thousand island dressing'}],\n",
       " ['273326',\n",
       "  {'basil',\n",
       "   'butter',\n",
       "   'cajun spices',\n",
       "   'garlic',\n",
       "   'heavy whipping cream',\n",
       "   'lemon juice',\n",
       "   'linguine',\n",
       "   'parmesan cheese',\n",
       "   'parmesan-romano cheese mix',\n",
       "   'parsley',\n",
       "   'salmon',\n",
       "   'salt',\n",
       "   'white pepper'}],\n",
       " ['310570', {'cottage cheese', 'egg', 'feta', 'milk', 'oil', 'phyllo dough'}],\n",
       " ['318677',\n",
       "  {'avocado',\n",
       "   'cucumber',\n",
       "   'imitation crabmeat',\n",
       "   'lettuce',\n",
       "   'pickled ginger',\n",
       "   'seasoned rice vinegar',\n",
       "   'soy sauce',\n",
       "   'white rice'}],\n",
       " ['80050',\n",
       "  {'baking soda',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'maraschino cherry',\n",
       "   'mincemeat',\n",
       "   'mixed candied fruit',\n",
       "   'sweetened condensed milk',\n",
       "   'walnuts'}],\n",
       " ['269984',\n",
       "  {'baby carrots',\n",
       "   'baking powder',\n",
       "   'celery',\n",
       "   'chicken breasts',\n",
       "   'chicken stock',\n",
       "   'egg',\n",
       "   'kosher salt',\n",
       "   'matzo meal',\n",
       "   'oil',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'white onion'}],\n",
       " ['317508',\n",
       "  {'cheddar cheese',\n",
       "   'cream of mushroom soup',\n",
       "   'frozen southern style hash brown potatoes',\n",
       "   'poppy seed',\n",
       "   'sour cream'}],\n",
       " ['53872',\n",
       "  {'adobo seasoning',\n",
       "   'egg',\n",
       "   'fresh garlic cloves',\n",
       "   'fresh ground pepper',\n",
       "   'ground coriander',\n",
       "   'ground sage',\n",
       "   'italian seasoned breadcrumbs',\n",
       "   'ketchup',\n",
       "   'lean ground beef',\n",
       "   'low sodium soy sauce',\n",
       "   'olive oil',\n",
       "   'oregano',\n",
       "   'red onion',\n",
       "   'sea salt',\n",
       "   'veggie shreds cheese'}],\n",
       " ['268942',\n",
       "  {'butter',\n",
       "   'celery',\n",
       "   'cream of celery soup',\n",
       "   'green bell pepper',\n",
       "   'kraft macaroni and cheese',\n",
       "   'mushrooms',\n",
       "   'onion',\n",
       "   'tuna'}],\n",
       " ['176110',\n",
       "  {'cider vinegar',\n",
       "   'dry mustard',\n",
       "   'garlic',\n",
       "   'ketchup',\n",
       "   'miracle whip',\n",
       "   'paprika',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'tabasco sauce',\n",
       "   'vegetable oil'}],\n",
       " ['205331',\n",
       "  {'extra virgin olive oil',\n",
       "   'italian parsley',\n",
       "   'kalamata olive',\n",
       "   'kosher salt & freshly ground black pepper',\n",
       "   'lemon, juice of',\n",
       "   'oregano',\n",
       "   'pepperoncini peppers',\n",
       "   'red bell pepper',\n",
       "   'red onion',\n",
       "   'red ripe tomatoes',\n",
       "   'red wine vinegar',\n",
       "   'seedless cucumber',\n",
       "   'shallot',\n",
       "   'tuna in vegetable oil',\n",
       "   'water-packed artichoke hearts'}],\n",
       " ['165856',\n",
       "  {'buttermilk',\n",
       "   'canola oil',\n",
       "   'egg',\n",
       "   'ground black pepper',\n",
       "   'orange roughy',\n",
       "   'seasoning salt',\n",
       "   'self-rising flour'}],\n",
       " ['474769',\n",
       "  {'all-purpose flour',\n",
       "   'bacon',\n",
       "   'egg',\n",
       "   'egg yolk',\n",
       "   'frozen spinach',\n",
       "   'garlic',\n",
       "   'goat cheese',\n",
       "   'green onion',\n",
       "   'salt',\n",
       "   'simply potatoes traditional mashed potatoes'}],\n",
       " ['138005',\n",
       "  {'boneless pork chops',\n",
       "   'cajun seasoning',\n",
       "   'canola oil',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'ground black pepper',\n",
       "   'milk',\n",
       "   'salt and pepper',\n",
       "   'seasoning salt',\n",
       "   'self-rising flour'}],\n",
       " ['216945',\n",
       "  {'imitation crabmeat',\n",
       "   'ramen noodles',\n",
       "   'stir fry vegetables',\n",
       "   'teriyaki marinade',\n",
       "   'water'}],\n",
       " ['164526',\n",
       "  {'apple',\n",
       "   'banana',\n",
       "   'celery',\n",
       "   'fresh cilantro leaves',\n",
       "   'green bell pepper',\n",
       "   'ground red pepper',\n",
       "   'pesto sauce',\n",
       "   'pumpkin puree',\n",
       "   'pumpkin seeds',\n",
       "   'red onion',\n",
       "   'salt',\n",
       "   'small red potato',\n",
       "   'smooth cashew butter',\n",
       "   'vegetable broth'}],\n",
       " ['50184',\n",
       "  {'chili powder',\n",
       "   'dry-roasted cashews',\n",
       "   'garlic',\n",
       "   'margarine',\n",
       "   'mushrooms',\n",
       "   'nutmeg',\n",
       "   'parsley',\n",
       "   'vegetable bouillon cubes',\n",
       "   'water'}],\n",
       " ['316470',\n",
       "  {'ice cubes', 'mangoes', 'oranges', 'strawberries', 'vanilla bean'}],\n",
       " ['343338',\n",
       "  {'fresh rosemary',\n",
       "   'garlic',\n",
       "   'leeks',\n",
       "   'olive oil',\n",
       "   'russet potatoes',\n",
       "   'salt and pepper',\n",
       "   'vegetable broth',\n",
       "   'white beans'}],\n",
       " ['137434',\n",
       "  {'black peppercorns',\n",
       "   'boneless skinless chicken breasts',\n",
       "   'cardamom pods',\n",
       "   'chicken stock',\n",
       "   'chili powder',\n",
       "   'cinnamon stick',\n",
       "   'cloves',\n",
       "   'coriander seed',\n",
       "   'fresh coriander',\n",
       "   'fresh ginger',\n",
       "   'garlic',\n",
       "   'ground cumin',\n",
       "   'onion',\n",
       "   'salt & freshly ground black pepper',\n",
       "   'soy yogurt',\n",
       "   'turmeric'}],\n",
       " ['95534',\n",
       "  {'beef bouillon cubes',\n",
       "   'black pepper',\n",
       "   'boiling water',\n",
       "   'dried oregano',\n",
       "   'dried thyme',\n",
       "   'garlic',\n",
       "   'garlic powder',\n",
       "   'rump roast',\n",
       "   'salt',\n",
       "   'tabasco sauce',\n",
       "   'worcestershire sauce'}],\n",
       " ['30473', {'ginger', 'honey', 'milk', 'tea bag', 'water'}],\n",
       " ['24470', {'ground beef', 'sausage', 'taco chips', 'velveeta cheese'}],\n",
       " ['311991',\n",
       "  {'bell pepper',\n",
       "   'brown sugar',\n",
       "   'garlic powder',\n",
       "   'ground mustard',\n",
       "   'hamburger buns',\n",
       "   'ketchup',\n",
       "   'lean ground beef',\n",
       "   'onion',\n",
       "   'steak seasoning',\n",
       "   'tomato sauce',\n",
       "   'white vinegar',\n",
       "   'worcestershire sauce'}],\n",
       " ['225707',\n",
       "  {'beets',\n",
       "   'carrot',\n",
       "   'fresh corn kernels',\n",
       "   'garlic',\n",
       "   'gingerroot',\n",
       "   'green onions',\n",
       "   'green peppers',\n",
       "   'honey',\n",
       "   'pepper',\n",
       "   'rice wine vinegar',\n",
       "   'safflower oil',\n",
       "   'salad greens',\n",
       "   'salad seasoning',\n",
       "   'salt',\n",
       "   'soy sauce',\n",
       "   'white mushrooms'}],\n",
       " ['242830',\n",
       "  {'chicken broth',\n",
       "   'dry white wine',\n",
       "   'fennel seeds',\n",
       "   'fresh lemon juice',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'paprika',\n",
       "   'pork chops'}],\n",
       " ['336744',\n",
       "  {'black olives',\n",
       "   'egg',\n",
       "   'garlic powder',\n",
       "   'italian seasoning',\n",
       "   'mozzarella cheese',\n",
       "   'pepperoni',\n",
       "   'ramen noodles',\n",
       "   'red bell pepper',\n",
       "   'roma tomato'}],\n",
       " ['83542',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'molasses',\n",
       "   'natural bran',\n",
       "   'oil',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sesame seeds',\n",
       "   'sunflower seeds'}],\n",
       " ['91626',\n",
       "  {'black tea leaves',\n",
       "   'broiler',\n",
       "   'brown sugar',\n",
       "   'dry sherry',\n",
       "   'garlic',\n",
       "   'low sodium soy sauce',\n",
       "   'minced ginger',\n",
       "   'onion',\n",
       "   'orange zest',\n",
       "   'orange, juice of',\n",
       "   'peppercorn'}],\n",
       " ['303457',\n",
       "  {'cardamom pods',\n",
       "   'cloves',\n",
       "   'coriander seed',\n",
       "   'fruit vinegar',\n",
       "   'gingerroot',\n",
       "   'kaffir lime leaves',\n",
       "   'lemongrass',\n",
       "   'peanut oil',\n",
       "   'star anise',\n",
       "   'turmeric',\n",
       "   'yoghurt'}],\n",
       " ['176717',\n",
       "  {'blueberry pie filling',\n",
       "   'cool whip',\n",
       "   'graham wafers',\n",
       "   'vanilla pudding mix'}],\n",
       " ['39226',\n",
       "  {'canned jalapeno slices',\n",
       "   'cayenne pepper',\n",
       "   'chili powder',\n",
       "   'cornstarch',\n",
       "   'dried onion flakes',\n",
       "   'garlic powder',\n",
       "   'onion powder',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'tomato paste',\n",
       "   'vinegar',\n",
       "   'water'}],\n",
       " ['216030',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'cake flour',\n",
       "   'corn flakes',\n",
       "   'egg',\n",
       "   'nuts',\n",
       "   'quick-cooking oats',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'shredded coconut',\n",
       "   'vanilla'}],\n",
       " ['268169',\n",
       "  {'butter',\n",
       "   'italian spices',\n",
       "   'kosher salt',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'whole turkey'}],\n",
       " ['98357',\n",
       "  {'cheddar cheese',\n",
       "   'chili with beans',\n",
       "   'corn chips',\n",
       "   'onion',\n",
       "   'salsa',\n",
       "   'sour cream'}],\n",
       " ['150365',\n",
       "  {'cauliflower florets',\n",
       "   'egg',\n",
       "   'parsley sprig',\n",
       "   'pepper',\n",
       "   'plain breadcrumbs',\n",
       "   'salt',\n",
       "   'vegetable oil'}],\n",
       " ['243251',\n",
       "  {'butter',\n",
       "   'fresh green beans',\n",
       "   'ground black pepper',\n",
       "   'kosher salt',\n",
       "   'mixed herbs',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'walnuts'}],\n",
       " ['20186',\n",
       "  {'american cheese',\n",
       "   'ham',\n",
       "   'hamburger buns',\n",
       "   'ketchup',\n",
       "   'sweet pickle relish'}],\n",
       " ['109818', {'bacon', 'carrot', 'sugar', 'tomato soup'}],\n",
       " ['243785',\n",
       "  {'brown sugar',\n",
       "   'egg',\n",
       "   'ground beef',\n",
       "   'ketchup',\n",
       "   'lipton onion soup mix',\n",
       "   'seasoned bread crumbs'}],\n",
       " ['207525',\n",
       "  {'bulk pork sausage',\n",
       "   'garlic powder',\n",
       "   'ground chuck',\n",
       "   'ground pepper',\n",
       "   'oregano',\n",
       "   'rye cocktail bread',\n",
       "   'velveeta cheese',\n",
       "   'worcestershire sauce'}],\n",
       " ['226246',\n",
       "  {'brown sugar',\n",
       "   'butter',\n",
       "   'caster sugar',\n",
       "   'egg',\n",
       "   'glace cherries',\n",
       "   'milk',\n",
       "   'pineapple in syrup',\n",
       "   'self-raising flour',\n",
       "   'vanilla essence'}],\n",
       " ['353044',\n",
       "  {'apple',\n",
       "   'banana',\n",
       "   'coconut milk',\n",
       "   'flax seed oil',\n",
       "   'greens',\n",
       "   'honey',\n",
       "   'oat bran',\n",
       "   'water'}],\n",
       " ['263781',\n",
       "  {'green onion',\n",
       "   'hawaiian bread',\n",
       "   \"hellmann's mayonnaise\",\n",
       "   'knorr vegetable soup mix',\n",
       "   'sour cream',\n",
       "   'water chestnuts'}],\n",
       " ['66932',\n",
       "  {'broccoli floret',\n",
       "   'brown rice',\n",
       "   'carrot',\n",
       "   'egg',\n",
       "   'olive oil',\n",
       "   'peas',\n",
       "   'sliced mushrooms',\n",
       "   'soy sauce'}],\n",
       " ['48131',\n",
       "  {'egg whites',\n",
       "   'pumpkin',\n",
       "   'pumpkin pie spice',\n",
       "   'reduced fat graham cracker crust',\n",
       "   'skim milk',\n",
       "   'splenda sugar substitute'}],\n",
       " ['32363', {'beef stew', 'biscuits'}],\n",
       " ['293225',\n",
       "  {'baking soda',\n",
       "   'buttermilk',\n",
       "   'creamy peanut butter',\n",
       "   'espresso',\n",
       "   'extra-large eggs',\n",
       "   'heavy cream',\n",
       "   'honey roasted peanuts',\n",
       "   'light corn syrup',\n",
       "   'powdered sugar',\n",
       "   'pure vanilla extract',\n",
       "   'salt',\n",
       "   'semisweet chocolate',\n",
       "   'sugar',\n",
       "   'unbleached all-purpose flour',\n",
       "   'unsalted butter',\n",
       "   'unsweetened cocoa'}],\n",
       " ['235173',\n",
       "  {'chipotle chile in adobo',\n",
       "   'cilantro',\n",
       "   'corn kernel',\n",
       "   'fresh lime juice',\n",
       "   'garlic',\n",
       "   'ground cumin',\n",
       "   'lime zest',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'red bell pepper',\n",
       "   'short-grain brown rice',\n",
       "   'yellow cornmeal'}],\n",
       " ['226001',\n",
       "  {'all-purpose flour',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'instant vanilla pudding',\n",
       "   'water',\n",
       "   'whipped dessert topping mix'}],\n",
       " ['220186',\n",
       "  {'celery',\n",
       "   'dijon mustard',\n",
       "   'fresh ground pepper',\n",
       "   'hard-boiled eggs',\n",
       "   'milk',\n",
       "   'miracle whip',\n",
       "   'mustard',\n",
       "   'potato',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'white onions',\n",
       "   'white pepper'}],\n",
       " ['217201',\n",
       "  {'black pepper',\n",
       "   'butter',\n",
       "   'cayenne pepper',\n",
       "   'chili powder',\n",
       "   'dried basil',\n",
       "   'garlic powder',\n",
       "   'lemon juice',\n",
       "   'seasoning salt',\n",
       "   'soy sauce',\n",
       "   'tea bag',\n",
       "   'water',\n",
       "   'white rice'}],\n",
       " ['194665',\n",
       "  {'bisquick',\n",
       "   'egg',\n",
       "   'feta cheese',\n",
       "   'fresh ground pepper',\n",
       "   'frozen spinach',\n",
       "   'kalamata olive',\n",
       "   'milk',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'roasted red pepper'}],\n",
       " ['269909',\n",
       "  {'all-purpose flour',\n",
       "   'allspice',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'ground cloves',\n",
       "   'nutmeg',\n",
       "   'oil',\n",
       "   'pecans',\n",
       "   'pumpkin',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'water'}],\n",
       " ['259693',\n",
       "  {'black pepper',\n",
       "   'boneless pork chops',\n",
       "   'dry onion soup mix',\n",
       "   'long-grain rice',\n",
       "   'vegetable oil',\n",
       "   'water'}],\n",
       " ['161370',\n",
       "  {'allspice',\n",
       "   'boneless skinless chicken breasts',\n",
       "   'brown sugar',\n",
       "   'cayenne',\n",
       "   'chili powder',\n",
       "   'chives',\n",
       "   'cinnamon',\n",
       "   'clove',\n",
       "   'crushed tomatoes',\n",
       "   'garlic',\n",
       "   'ginger',\n",
       "   'habanero pepper',\n",
       "   'jamaican jerk spice',\n",
       "   'lime juice',\n",
       "   'nutmeg',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'onion flakes',\n",
       "   'pepper',\n",
       "   'red peppers',\n",
       "   'rum',\n",
       "   'sage',\n",
       "   'thyme'}],\n",
       " ['152261',\n",
       "  {'frozen limeade concentrate', 'ice', 'lime sorbet', 'mango', 'strawberry'}],\n",
       " ['152259',\n",
       "  {'apple juice',\n",
       "   'banana',\n",
       "   'ice',\n",
       "   'non-fat vanilla frozen yogurt',\n",
       "   'strawberry'}],\n",
       " ['303460',\n",
       "  {'coriander seed',\n",
       "   'cumin',\n",
       "   'fish sauce',\n",
       "   'fruit vinegar',\n",
       "   'garlic',\n",
       "   'hoisin sauce',\n",
       "   'red chile',\n",
       "   'sesame oil',\n",
       "   'yoghurt'}],\n",
       " ['270259',\n",
       "  {'all-purpose flour',\n",
       "   'butter',\n",
       "   'candy cane',\n",
       "   'egg',\n",
       "   'peppermint extract',\n",
       "   'peppermint oreos',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'unsweetened chocolate',\n",
       "   'unsweetened cocoa powder',\n",
       "   'vanilla'}],\n",
       " ['345123',\n",
       "  {'canola oil',\n",
       "   'celery',\n",
       "   'cooked chicken breasts',\n",
       "   'cooked rice',\n",
       "   'green grapes',\n",
       "   'mandarin oranges',\n",
       "   'mayonnaise',\n",
       "   'orange juice',\n",
       "   'pineapple tidbits',\n",
       "   'salt',\n",
       "   'slivered almonds',\n",
       "   'white vinegar'}],\n",
       " ['125195',\n",
       "  {'celery',\n",
       "   'cheddar cheese',\n",
       "   'frozen peas',\n",
       "   'hard-boiled eggs',\n",
       "   'mayonnaise',\n",
       "   'mustard',\n",
       "   'onion',\n",
       "   'seasoning salt',\n",
       "   'sugar',\n",
       "   'sweet pickle relish'}],\n",
       " ['141939',\n",
       "  {'all-purpose flour',\n",
       "   'black pepper',\n",
       "   'butter',\n",
       "   'buttermilk',\n",
       "   'cayenne pepper',\n",
       "   'chicken pieces',\n",
       "   'dijon mustard',\n",
       "   'dried thyme',\n",
       "   'dry breadcrumbs',\n",
       "   'fresh garlic',\n",
       "   'garlic powder',\n",
       "   'hot pepper sauce',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'paprika',\n",
       "   'parmesan cheese',\n",
       "   'seasoning salt'}],\n",
       " ['171442',\n",
       "  {'allspice',\n",
       "   'cinnamon',\n",
       "   'fresh garlic',\n",
       "   'habanero sauce',\n",
       "   'hoisin sauce',\n",
       "   'ketchup',\n",
       "   'lemon juice',\n",
       "   'louisiana hot sauce',\n",
       "   'pepper',\n",
       "   'pork baby back ribs',\n",
       "   'seasoning salt',\n",
       "   'sugar'}],\n",
       " ['212188',\n",
       "  {'beef stock',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'chicken leg',\n",
       "   'corn',\n",
       "   'garlic',\n",
       "   'italian seasoning',\n",
       "   'onion',\n",
       "   'peas',\n",
       "   'pepper',\n",
       "   'red bell pepper',\n",
       "   'rotini pasta',\n",
       "   'salt',\n",
       "   'spaghetti sauce'}],\n",
       " ['262208',\n",
       "  {'aluminum foil',\n",
       "   'margarine',\n",
       "   'mexicorn whole kernel corn',\n",
       "   'pam cooking spray',\n",
       "   'salt and pepper',\n",
       "   'sour cream',\n",
       "   'spinach dip',\n",
       "   'stove top stuffing mix monterey style with mushroom and onion'}],\n",
       " ['207857', {'cooking onions', 'pickling spices', 'white vinegar'}],\n",
       " ['221049',\n",
       "  {'carrot',\n",
       "   'chicken broth',\n",
       "   'cooked chicken',\n",
       "   'cooked pasta',\n",
       "   'egg',\n",
       "   'peas',\n",
       "   'soy sauce'}],\n",
       " ['221116', {'cake crumbs', 'cool whip', 'cream cheese', 'mixed fruit'}],\n",
       " ['130819',\n",
       "  {'butter',\n",
       "   'coconut flavoring',\n",
       "   'cool whip',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'lemon flavoring',\n",
       "   'pie crust',\n",
       "   'squash',\n",
       "   'sugar'}],\n",
       " ['20223',\n",
       "  {'black pepper',\n",
       "   'cream of mushroom soup',\n",
       "   'dijon mustard',\n",
       "   'dried onion flakes',\n",
       "   'dried parsley flakes',\n",
       "   'garlic powder',\n",
       "   'ground cinnamon',\n",
       "   'ground cloves',\n",
       "   'ground veal',\n",
       "   'salt'}],\n",
       " ['190108',\n",
       "  {'black pepper',\n",
       "   'brown rice',\n",
       "   'catfish nuggets',\n",
       "   'chicken stock',\n",
       "   'garlic',\n",
       "   'gumbo file',\n",
       "   'lemon',\n",
       "   'mexican-style stewed tomatoes with jalapeno peppers',\n",
       "   'okra',\n",
       "   'old bay seasoning',\n",
       "   'olive oil',\n",
       "   'oregano',\n",
       "   'parsley',\n",
       "   'red onions',\n",
       "   'red wine vinegar',\n",
       "   'seafood',\n",
       "   'small shrimp',\n",
       "   'tabasco sauce',\n",
       "   'tomato soup'}],\n",
       " ['158372',\n",
       "  {'bacon',\n",
       "   'egg',\n",
       "   'fresh chives',\n",
       "   'mild cheddar cheese',\n",
       "   'paprika',\n",
       "   'sour cream',\n",
       "   'white vinegar'}],\n",
       " ['219681',\n",
       "  {'chicken breasts',\n",
       "   'cracked black pepper',\n",
       "   'dried basil',\n",
       "   'dried oregano',\n",
       "   'dried parsley',\n",
       "   'garlic',\n",
       "   'garlic salt',\n",
       "   'lemon juice',\n",
       "   'olive oil',\n",
       "   'salt',\n",
       "   'sandwich buns',\n",
       "   'white vinegar'}],\n",
       " ['261215',\n",
       "  {'baking soda',\n",
       "   'boiling water',\n",
       "   'brown sugar',\n",
       "   'cinnamon',\n",
       "   'cream',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'margarine',\n",
       "   'nutmeg',\n",
       "   'nuts',\n",
       "   'quick oats',\n",
       "   'salt',\n",
       "   'shredded coconut',\n",
       "   'vanilla'}],\n",
       " ['179640', {'butter', 'marshmallows', 'rice krispies'}],\n",
       " ['250883',\n",
       "  {'cool whip topping',\n",
       "   'cream cheese',\n",
       "   'frozen limeade concentrate',\n",
       "   'orange juice'}],\n",
       " ['140855',\n",
       "  {'avocado',\n",
       "   'cheddar cheese',\n",
       "   'chili powder',\n",
       "   'corn chips',\n",
       "   'garlic',\n",
       "   'green onion',\n",
       "   'lemon juice',\n",
       "   'lettuce',\n",
       "   'pitted ripe olives',\n",
       "   'salad oil',\n",
       "   'salt',\n",
       "   'sour cream',\n",
       "   'sugar',\n",
       "   'tabasco sauce',\n",
       "   'tomato',\n",
       "   'tuna'}],\n",
       " ['120297',\n",
       "  {'baking potatoes',\n",
       "   'chickpeas',\n",
       "   'coriander',\n",
       "   'fresh coriander',\n",
       "   'garlic',\n",
       "   'ground cumin',\n",
       "   'low-fat yogurt',\n",
       "   'olive oil',\n",
       "   'salt & freshly ground black pepper',\n",
       "   'tahini'}],\n",
       " ['130492',\n",
       "  {'baking powder',\n",
       "   'buttermilk',\n",
       "   'egg',\n",
       "   'mayonnaise',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vegetable oil',\n",
       "   'yellow cornmeal'}],\n",
       " ['164634',\n",
       "  {'apple',\n",
       "   'carrot',\n",
       "   'gingerroot',\n",
       "   'green cabbage',\n",
       "   'green onion',\n",
       "   'maple syrup',\n",
       "   'red cabbage',\n",
       "   'rice vinegar',\n",
       "   'sesame oil',\n",
       "   'soy sauce'}],\n",
       " ['293836',\n",
       "  {'black pepper',\n",
       "   'canola oil',\n",
       "   'chicken soup powder',\n",
       "   'garlic powder',\n",
       "   'long-grain rice',\n",
       "   'orzo pasta',\n",
       "   'turmeric',\n",
       "   'water'}],\n",
       " ['169586',\n",
       "  {'avocado',\n",
       "   'celery ribs',\n",
       "   'chicken breast',\n",
       "   'chicken broth',\n",
       "   'chipotle chiles in adobo',\n",
       "   'crushed tomatoes',\n",
       "   'cumin',\n",
       "   'ear of corn',\n",
       "   'fresh cilantro',\n",
       "   'green bell pepper',\n",
       "   'jalapeno pepper',\n",
       "   'salt and pepper',\n",
       "   'white onion'}],\n",
       " ['261296',\n",
       "  {'dried basil',\n",
       "   'egg white',\n",
       "   'eggplant',\n",
       "   'fat free mozzarella cheese',\n",
       "   'fiber one cereal',\n",
       "   'garlic powder',\n",
       "   'italian-style tomato sauce',\n",
       "   'pepper',\n",
       "   'reduced-fat parmesan cheese',\n",
       "   'salt'}],\n",
       " ['101115', {'beef gravy', 'egg', 'ground beef', 'onion', 'white rice'}],\n",
       " ['271594',\n",
       "  {'beans',\n",
       "   'black-eyed peas',\n",
       "   'carrot',\n",
       "   'celery ribs',\n",
       "   'garlic',\n",
       "   'great northern beans',\n",
       "   'ham',\n",
       "   'ham bone',\n",
       "   'ham soup base',\n",
       "   'navy beans',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'pinto beans',\n",
       "   'salt',\n",
       "   'tomatoes and green chilies',\n",
       "   'water'}],\n",
       " ['164291',\n",
       "  {'cider vinegar',\n",
       "   'feta cheese',\n",
       "   'fresh dill',\n",
       "   'garlic',\n",
       "   'light mayonnaise',\n",
       "   'red bell pepper',\n",
       "   'skinless chicken breast half'}],\n",
       " ['251528',\n",
       "  {'cheese ravioli',\n",
       "   'garlic salt',\n",
       "   'italian seasoning',\n",
       "   'lean ground beef',\n",
       "   'mozzarella cheese',\n",
       "   'spaghetti sauce'}],\n",
       " ['250833',\n",
       "  {'barbecue sauce',\n",
       "   'chicken pieces',\n",
       "   'lemon juice',\n",
       "   'orange marmalade',\n",
       "   'worcestershire sauce'}],\n",
       " ['343448',\n",
       "  {'coriander',\n",
       "   'garlic powder',\n",
       "   'ground black pepper',\n",
       "   'ground red pepper',\n",
       "   'onion powder',\n",
       "   'paprika',\n",
       "   'salt',\n",
       "   'turmeric'}],\n",
       " ['39893',\n",
       "  {'black olives',\n",
       "   'cream cheese',\n",
       "   'green onion',\n",
       "   'green pepper',\n",
       "   'lettuce',\n",
       "   'mayonnaise',\n",
       "   'mexican blend cheese',\n",
       "   'sour cream',\n",
       "   'taco seasoning mix',\n",
       "   'tomato'}],\n",
       " ['147477',\n",
       "  {'green bell peppers',\n",
       "   'green onions',\n",
       "   'minced clams',\n",
       "   'paprika',\n",
       "   'sharp cheddar cheese',\n",
       "   'tabasco sauce',\n",
       "   'worcestershire sauce'}],\n",
       " ['223349',\n",
       "  {'eggplants',\n",
       "   'olive oil',\n",
       "   'olives',\n",
       "   'oregano',\n",
       "   'red bell pepper',\n",
       "   'red onion',\n",
       "   'shrimp',\n",
       "   'spaghetti squash',\n",
       "   'yellow bell pepper'}],\n",
       " ['86768',\n",
       "  {'butter', \"confectioners' sugar\", 'heavy cream', 'semisweet chocolate'}],\n",
       " ['197001',\n",
       "  {'cherry pie filling',\n",
       "   'crushed pineapple',\n",
       "   'frozen whipped topping',\n",
       "   'pecans',\n",
       "   'small marshmallow',\n",
       "   'sweetened condensed milk'}],\n",
       " ['60938',\n",
       "  {'bacon',\n",
       "   'cheddar cheese',\n",
       "   'green onions',\n",
       "   'oil',\n",
       "   'potato',\n",
       "   'salt',\n",
       "   'sour cream'}],\n",
       " ['228491',\n",
       "  {'boneless eye of round beef steak',\n",
       "   'canola oil',\n",
       "   'mozzarella cheese',\n",
       "   'onion',\n",
       "   'parmesan cheese',\n",
       "   'pepper',\n",
       "   'pizza sauce',\n",
       "   'plain flour',\n",
       "   'salt'}],\n",
       " ['451515',\n",
       "  {'all-purpose flour',\n",
       "   'bacon grease',\n",
       "   'boneless country-style ribs',\n",
       "   \"campbell's golden mushroom soup\",\n",
       "   'ground black pepper',\n",
       "   'oregano',\n",
       "   'seasoning salt',\n",
       "   'soup mix'}],\n",
       " ['353171', {'butter', 'egg', 'flour', 'fruit', 'milk', 'sugar'}],\n",
       " ['354039',\n",
       "  {'apples',\n",
       "   'baby carrots',\n",
       "   'butter',\n",
       "   'cardamom',\n",
       "   'crescent roll dough',\n",
       "   'ground cinnamon',\n",
       "   'honey',\n",
       "   'sugar'}],\n",
       " ['302399',\n",
       "  {'garlic salt',\n",
       "   'italian seasoning',\n",
       "   'mozzarella cheese',\n",
       "   'olive oil',\n",
       "   'refrigerated biscuits'}],\n",
       " ['195736',\n",
       "  {'active dry yeast', 'butter', 'flour', 'milk', 'salt', 'sugar', 'water'}],\n",
       " ['365946',\n",
       "  {'all-purpose flour',\n",
       "   'butter',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   'egg yolk',\n",
       "   'egg yolks',\n",
       "   'lemon peel',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'whipping cream'}],\n",
       " ['221544',\n",
       "  {'chili sauce',\n",
       "   'country-style dijon mustard',\n",
       "   'honey',\n",
       "   'little smokies sausages'}],\n",
       " ['175306',\n",
       "  {'bacardi dark rum',\n",
       "   'grenadine',\n",
       "   \"meyer's dark rum\",\n",
       "   'orange curacao',\n",
       "   'orange juice',\n",
       "   'orgeat syrup',\n",
       "   'pineapple juice',\n",
       "   'prepared sweet-and-sour mix',\n",
       "   'white rum'}],\n",
       " ['211833',\n",
       "  {'balsamic vinaigrette',\n",
       "   'condensed chicken broth',\n",
       "   'dried thyme leaves',\n",
       "   'minute white rice',\n",
       "   'onion',\n",
       "   'pork chops',\n",
       "   'red apples',\n",
       "   'sliced mushrooms',\n",
       "   'water'}],\n",
       " ['276567',\n",
       "  {'chili powder',\n",
       "   'fresh ground black pepper',\n",
       "   'green bell peppers',\n",
       "   'horseradish',\n",
       "   'onion',\n",
       "   'orange juice',\n",
       "   'plain nonfat yogurt',\n",
       "   'prepared mustard',\n",
       "   'red bell peppers',\n",
       "   'reduced-calorie mayonnaise',\n",
       "   'tomato paste'}],\n",
       " ['232044',\n",
       "  {'cold water',\n",
       "   'cool whip',\n",
       "   'grapes',\n",
       "   'lemon gelatin',\n",
       "   'nectarines',\n",
       "   'orange juice',\n",
       "   'peach gelatin',\n",
       "   'strawberries',\n",
       "   'strawberry gelatin'}],\n",
       " ['244840',\n",
       "  {'brown sugar',\n",
       "   'cayenne pepper',\n",
       "   'dried sage',\n",
       "   'fat-free evaporated milk',\n",
       "   'flour',\n",
       "   'garlic powder',\n",
       "   'ground marjoram',\n",
       "   'lean ground turkey',\n",
       "   'onion flakes',\n",
       "   'pepper',\n",
       "   'poultry seasoning',\n",
       "   'salt',\n",
       "   'skim milk'}],\n",
       " ['342620',\n",
       "  {'barbecue sauce',\n",
       "   'cooking spray',\n",
       "   'egg',\n",
       "   'french-fried onions',\n",
       "   'garlic powder',\n",
       "   'ground beef',\n",
       "   'ground black pepper',\n",
       "   'red bell pepper',\n",
       "   'seasoning salt',\n",
       "   'sweet onion'}],\n",
       " ['165270',\n",
       "  {'bay leaf',\n",
       "   'beef bouillon granules',\n",
       "   'beef broth',\n",
       "   'beef stew meat',\n",
       "   'carrot',\n",
       "   'cold water',\n",
       "   'crushed tomatoes',\n",
       "   'flour',\n",
       "   'garlic',\n",
       "   'green pepper',\n",
       "   'italian salad dressing',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'potato',\n",
       "   'salt',\n",
       "   'tomato sauce',\n",
       "   'water'}],\n",
       " ['9999',\n",
       "  {'carrot',\n",
       "   'curry powder',\n",
       "   'garam masala',\n",
       "   'garlic',\n",
       "   'ghee',\n",
       "   'kidney beans',\n",
       "   'onion',\n",
       "   'potato',\n",
       "   'salt and pepper',\n",
       "   'tabasco sauce',\n",
       "   'water'}],\n",
       " ['423875', {'ice cube', 'orange juice', 'orange slice', 'ouzo'}],\n",
       " ['275675',\n",
       "  {'crabmeat',\n",
       "   'cream of celery soup',\n",
       "   'cream of mushroom soup',\n",
       "   'half-and-half',\n",
       "   'milk',\n",
       "   'old bay seasoning',\n",
       "   'pepper',\n",
       "   'red pepper',\n",
       "   'salt',\n",
       "   'sherry wine'}],\n",
       " ['356803',\n",
       "  {'bacon',\n",
       "   'brown sugar',\n",
       "   'chicken broth',\n",
       "   'dry sherry',\n",
       "   'egg whites',\n",
       "   'flour',\n",
       "   'fresh parsley',\n",
       "   'ground pork',\n",
       "   'ground sirloin',\n",
       "   'ground turkey',\n",
       "   'ketchup',\n",
       "   'mixed mushrooms',\n",
       "   'onion',\n",
       "   'panko breadcrumbs',\n",
       "   'salt and pepper',\n",
       "   'shallot',\n",
       "   'sherry wine vinegar',\n",
       "   'skim milk',\n",
       "   'tomato paste',\n",
       "   'unsalted butter',\n",
       "   'worcestershire sauce',\n",
       "   'yellow mustard'}],\n",
       " ['296983',\n",
       "  {'garlic',\n",
       "   'lemon, juice of',\n",
       "   'lemon, zest of',\n",
       "   'new potatoes',\n",
       "   'olive oil',\n",
       "   'rosemary'}],\n",
       " ['111462',\n",
       "  {'black beans',\n",
       "   'chili powder',\n",
       "   'cumin',\n",
       "   'dry breadcrumbs',\n",
       "   'flour',\n",
       "   'frozen corn',\n",
       "   'garlic',\n",
       "   'green chili sauce',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'salsa'}],\n",
       " ['242831',\n",
       "  {'baby shrimp',\n",
       "   'caesar salad dressing',\n",
       "   'cheese-filled tortellini',\n",
       "   'fresh ground pepper',\n",
       "   'fresh spinach',\n",
       "   'green onions',\n",
       "   'mayonnaise',\n",
       "   'red bell pepper',\n",
       "   'ripe olives',\n",
       "   'salt',\n",
       "   'sour cream'}],\n",
       " ['151143',\n",
       "  {'bell peppers',\n",
       "   'celery',\n",
       "   'cheese',\n",
       "   'fresh parsley',\n",
       "   'garlic',\n",
       "   'ground turkey',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'salt and pepper',\n",
       "   'spike seasoning',\n",
       "   'tomato',\n",
       "   'worcestershire sauce'}],\n",
       " ['185799',\n",
       "  {'butter',\n",
       "   'cinnamon',\n",
       "   'cornstarch',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   'graham cracker crumbs',\n",
       "   'heavy whipping cream',\n",
       "   'lemon juice',\n",
       "   'nutmeg',\n",
       "   'slivered almonds',\n",
       "   'sour cream',\n",
       "   'splenda granular',\n",
       "   'vanilla'}],\n",
       " ['166089',\n",
       "  {'chicken pieces', 'ketchup', 'oil', 'smooth peanut butter', 'soy sauce'}],\n",
       " ['310082',\n",
       "  {'breadcrumbs',\n",
       "   'butter',\n",
       "   'celery seed',\n",
       "   'chicken broth',\n",
       "   'dried sage',\n",
       "   'dried thyme',\n",
       "   'onion',\n",
       "   'parsley',\n",
       "   'pepper',\n",
       "   'salt'}],\n",
       " ['70005',\n",
       "  {'fresh basil',\n",
       "   'fresh oregano',\n",
       "   'garlic',\n",
       "   'olive oil',\n",
       "   'salt and pepper',\n",
       "   'tomato'}],\n",
       " ['129581',\n",
       "  {'bittersweet chocolate',\n",
       "   'coco lopez',\n",
       "   'coconut milk',\n",
       "   'cornstarch',\n",
       "   \"devil's food cake mix\",\n",
       "   'egg',\n",
       "   'instant chocolate pudding mix',\n",
       "   'kahlua',\n",
       "   'salt',\n",
       "   'shredded coconut',\n",
       "   'sugar',\n",
       "   'vegetable oil',\n",
       "   'water',\n",
       "   'whipping cream'}],\n",
       " ['116741', {'old bay seasoning', 'plain tomato juice'}],\n",
       " ['143750',\n",
       "  {'banana',\n",
       "   'bay leaf',\n",
       "   'butter',\n",
       "   'canned pumpkin',\n",
       "   'canned unsweetened coconut milk',\n",
       "   'carrot',\n",
       "   'chicken stock',\n",
       "   'cinnamon',\n",
       "   'coriander',\n",
       "   'curry powder',\n",
       "   'garlic',\n",
       "   'ground allspice',\n",
       "   'ground nutmeg',\n",
       "   'onion',\n",
       "   'pumpkin seeds',\n",
       "   'shallot',\n",
       "   'sweetened condensed milk'}],\n",
       " ['257409',\n",
       "  {'garlic',\n",
       "   'ghee',\n",
       "   'mayonnaise',\n",
       "   'parmesan cheese',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'tomato',\n",
       "   'whole wheat bread',\n",
       "   'zucchini'}],\n",
       " ['154426',\n",
       "  {'cream cheese',\n",
       "   'diced green chilies',\n",
       "   'diced tomatoes with green chilies',\n",
       "   'sausage'}],\n",
       " ['255916',\n",
       "  {'beef broth',\n",
       "   'black beans',\n",
       "   'chili beans with chipotle pepper',\n",
       "   'chili seasoning mix',\n",
       "   'chilies',\n",
       "   'diced tomatoes',\n",
       "   'extra lean ground beef',\n",
       "   'garlic',\n",
       "   'kidney beans',\n",
       "   'red pepper',\n",
       "   'tomato sauce',\n",
       "   'white onion'}],\n",
       " ['325714',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'carrot',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   'ground cinnamon',\n",
       "   'ground nutmeg',\n",
       "   'pecans',\n",
       "   'pineapple chunk',\n",
       "   'powdered sugar',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['163238', {'black pepper', 'butter', 'dried beef', 'flour', 'milk'}],\n",
       " ['274988',\n",
       "  {'carrot',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'potato',\n",
       "   'salt',\n",
       "   'split peas',\n",
       "   'turnips',\n",
       "   'water'}],\n",
       " ['347252',\n",
       "  {'buttermilk',\n",
       "   'cherry tomatoes',\n",
       "   'cooked bacon',\n",
       "   'corn tortilla strips',\n",
       "   'cumin',\n",
       "   'curry powder',\n",
       "   'granulated garlic',\n",
       "   'hard-boiled eggs',\n",
       "   'ketchup',\n",
       "   'lemon juice',\n",
       "   'red onion',\n",
       "   'roasted garlic and red pepper spice mix',\n",
       "   'romaine lettuce',\n",
       "   'salad dressing',\n",
       "   'sour cream',\n",
       "   'steak spice',\n",
       "   'sugar'}],\n",
       " ['47037',\n",
       "  {'bibb lettuce',\n",
       "   'cayenne pepper',\n",
       "   'cheddar cheese',\n",
       "   'fresh thyme',\n",
       "   'ground cumin',\n",
       "   'hamburger buns',\n",
       "   'lean ground beef',\n",
       "   'mayonnaise',\n",
       "   'onion',\n",
       "   'papaya',\n",
       "   'salt',\n",
       "   'tomato',\n",
       "   'white pepper',\n",
       "   'worcestershire sauce'}],\n",
       " ['130815',\n",
       "  {'baking soda',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'fat',\n",
       "   'flour',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'walnuts',\n",
       "   'zucchini'}],\n",
       " ['251021',\n",
       "  {'apple',\n",
       "   'dry white wine',\n",
       "   'lemon',\n",
       "   'lemon juice',\n",
       "   'lemon-flavored vodka',\n",
       "   'lemonade',\n",
       "   'lime',\n",
       "   'lime juice',\n",
       "   'peach',\n",
       "   'peach puree',\n",
       "   'peach schnapps'}],\n",
       " ['25538',\n",
       "  {'barbecue sauce',\n",
       "   'brown sugar',\n",
       "   'ground moose',\n",
       "   'hot sauce',\n",
       "   'ketchup',\n",
       "   'onion',\n",
       "   'prepared mustard',\n",
       "   'salt and pepper'}],\n",
       " ['276594',\n",
       "  {'black pepper',\n",
       "   'brown sugar',\n",
       "   'cornstarch',\n",
       "   'dry breadcrumbs',\n",
       "   'egg',\n",
       "   'garlic',\n",
       "   'ketchup',\n",
       "   'lean ground beef',\n",
       "   'onion',\n",
       "   'pineapple chunks',\n",
       "   'salt',\n",
       "   'soy sauce',\n",
       "   'sweet pepper',\n",
       "   'white vinegar'}],\n",
       " ['54837', {'chicken wings', 'dark brown sugar', 'soy sauce'}],\n",
       " ['32378',\n",
       "  {'colby cheese',\n",
       "   'hard-boiled eggs',\n",
       "   'mayonnaise',\n",
       "   'miracle whip',\n",
       "   'small shell pasta',\n",
       "   'sugar',\n",
       "   'sweet onion',\n",
       "   'sweet pickle juice'}],\n",
       " ['259784',\n",
       "  {'baking soda',\n",
       "   'brown sugar',\n",
       "   'cholesterol-free egg substitute',\n",
       "   'flour',\n",
       "   'salt',\n",
       "   'smart balance omega plus',\n",
       "   'unsalted butter',\n",
       "   'vanilla',\n",
       "   'walnuts'}],\n",
       " ['16391', {'blueberries', 'cinnamon', 'nutmeg', 'sugar'}],\n",
       " ['196264',\n",
       "  {'celery', 'olive oil', 'onion', 'salt', 'sugar', 'tomato', 'zucchini'}],\n",
       " ['251032',\n",
       "  {'condensed milk',\n",
       "   'margarine',\n",
       "   'marshmallows',\n",
       "   'milk chocolate chips',\n",
       "   'sugar'}],\n",
       " ['429524', {'dry vermouth', 'gin', 'lillet blanc', 'vodka'}],\n",
       " ['146',\n",
       "  {'all-purpose flour',\n",
       "   'apples',\n",
       "   'cinnamon',\n",
       "   'dark brown sugar',\n",
       "   'egg',\n",
       "   'ice water',\n",
       "   'lemons',\n",
       "   'light brown sugar',\n",
       "   'salt',\n",
       "   'southern comfort',\n",
       "   'unsalted butter'}],\n",
       " ['315537',\n",
       "  {'cheddar cheese',\n",
       "   'diced green chilies',\n",
       "   'knorr vegetable soup mix',\n",
       "   'sour cream',\n",
       "   'tomatoes and green chilies'}],\n",
       " ['487173',\n",
       "  {'black olives',\n",
       "   'extra virgin olive oil',\n",
       "   'mozzarella cheese',\n",
       "   'pepperoni',\n",
       "   'pizza sauce',\n",
       "   'portabella mushrooms',\n",
       "   'red bell pepper',\n",
       "   'white onion'}],\n",
       " ['341118',\n",
       "  {'banana',\n",
       "   'banana schnapps',\n",
       "   'brown sugar',\n",
       "   'brown sugar cinnamon syrup',\n",
       "   'butter',\n",
       "   'chocolate whipped cream',\n",
       "   'coffee-mate cinnamon vanilla liquid creamer',\n",
       "   'oatmeal',\n",
       "   'water'}],\n",
       " ['77206',\n",
       "  {'butter',\n",
       "   'flour',\n",
       "   'frozen spinach',\n",
       "   'ground black pepper',\n",
       "   'half-and-half',\n",
       "   'onion',\n",
       "   'parmesan cheese',\n",
       "   'salt',\n",
       "   'sour cream',\n",
       "   'water'}],\n",
       " ['157487',\n",
       "  {'cayenne pepper',\n",
       "   'chili sauce',\n",
       "   'fresh lemon juice',\n",
       "   'garlic',\n",
       "   'mayonnaise',\n",
       "   'mustard powder',\n",
       "   'prepared horseradish'}],\n",
       " ['289671',\n",
       "  {'chocolate ice cream',\n",
       "   'chocolate syrup',\n",
       "   'ice',\n",
       "   'strong coffee',\n",
       "   'sugar',\n",
       "   'whipped cream'}],\n",
       " ['356884',\n",
       "  {'baking powder',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'icing sugar',\n",
       "   'lemon',\n",
       "   'milk',\n",
       "   'starch',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['168590',\n",
       "  {'canned chicken',\n",
       "   'cooking oil',\n",
       "   'cream cheese',\n",
       "   'flour tortillas',\n",
       "   'green chilies',\n",
       "   'green onions'}],\n",
       " ['44050', {'brown sugar', 'cool whip', 'cream cheese', 'salt', 'vanilla'}],\n",
       " ['166328', {'butter', 'nuts', 'pepper', 'salt'}],\n",
       " ['242',\n",
       "  {'baking powder', 'egg', 'fat', 'milk', 'salt', 'sugar', 'white flour'}],\n",
       " ['124853',\n",
       "  {'apple juice',\n",
       "   'cheesecloth',\n",
       "   'everclear alcohol',\n",
       "   'ground cinnamon',\n",
       "   'raw honey',\n",
       "   'whole cloves'}],\n",
       " ['160077',\n",
       "  {'almond extract',\n",
       "   'baking powder',\n",
       "   'butter',\n",
       "   'cake flour',\n",
       "   'egg',\n",
       "   'milk',\n",
       "   'shortening',\n",
       "   'white sugar'}],\n",
       " ['161843',\n",
       "  {'butter',\n",
       "   'cinnamon',\n",
       "   'cream cheese',\n",
       "   'crescent roll dough',\n",
       "   'jam',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['447429',\n",
       "  {'bacon',\n",
       "   'black pepper',\n",
       "   'butter',\n",
       "   'celery',\n",
       "   'chicken broth',\n",
       "   'dill pickle relish',\n",
       "   'extra-sharp cheddar cheese',\n",
       "   'flour',\n",
       "   'garlic powder',\n",
       "   'half-and-half',\n",
       "   'lean ground beef',\n",
       "   'onion',\n",
       "   'parsley',\n",
       "   'russet potatoes',\n",
       "   'velveeta cheese',\n",
       "   'whole tomatoes',\n",
       "   'yellow mustard'}],\n",
       " ['202009',\n",
       "  {'butter',\n",
       "   \"confectioners' sugar\",\n",
       "   'evaporated milk',\n",
       "   'unsweetened chocolate squares'}],\n",
       " ['372665',\n",
       "  {'apple',\n",
       "   'brown sugar',\n",
       "   'cinnamon',\n",
       "   'dried cranberries',\n",
       "   'margarine',\n",
       "   'oatmeal',\n",
       "   'oats'}],\n",
       " ['55681',\n",
       "  {'beets',\n",
       "   'honey',\n",
       "   'lemon juice',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'sour cream',\n",
       "   'water',\n",
       "   'white pepper'}],\n",
       " ['230240',\n",
       "  {'boneless pork loin chops',\n",
       "   'brown sugar',\n",
       "   'celery salt',\n",
       "   'chili powder',\n",
       "   'onion flakes',\n",
       "   'tomato soup',\n",
       "   'vinegar'}],\n",
       " ['137701',\n",
       "  {'arborio rice',\n",
       "   'blue cheese',\n",
       "   'butter',\n",
       "   'chicken stock',\n",
       "   'dry white wine',\n",
       "   'fresh ground black pepper',\n",
       "   'fresh sage',\n",
       "   'garlic',\n",
       "   'leeks',\n",
       "   'lemon, juice and zest of',\n",
       "   'olive oil',\n",
       "   'parmesan cheese',\n",
       "   'smoked bacon'}],\n",
       " ['467795',\n",
       "  {'garlic powder',\n",
       "   'ground cumin',\n",
       "   'mushroom stock',\n",
       "   'nutritional yeast',\n",
       "   'onion powder',\n",
       "   'soy sauce',\n",
       "   'vegetarian worcestershire sauce',\n",
       "   'vital wheat gluten'}],\n",
       " ['289133',\n",
       "  {'butter',\n",
       "   'cooked ham',\n",
       "   'eggplants',\n",
       "   'flour',\n",
       "   'garlic salt',\n",
       "   'onion',\n",
       "   'parmesan cheese',\n",
       "   'tomato',\n",
       "   'white wine'}],\n",
       " ['28951',\n",
       "  {'apple juice', 'blackberry', 'blueberries', 'raspberries', 'strawberry'}],\n",
       " ['513531',\n",
       "  {'beef bouillon',\n",
       "   'button mushroom',\n",
       "   'celery',\n",
       "   'cider vinegar',\n",
       "   'dried oregano',\n",
       "   'fresh ground black pepper',\n",
       "   'garlic',\n",
       "   'green bell pepper',\n",
       "   'hamburger buns',\n",
       "   'ketchup',\n",
       "   'olive oil',\n",
       "   'plum tomatoes',\n",
       "   'red bell pepper',\n",
       "   'tomato paste',\n",
       "   'tomato puree',\n",
       "   'unsulphured molasses',\n",
       "   'worcestershire sauce',\n",
       "   'yellow onion'}],\n",
       " ['511799', {'beef base', 'cornstarch', 'pepper', 'water'}],\n",
       " ['292568', {'baking powder', 'butter', 'flour'}],\n",
       " ['435497',\n",
       "  {'brownie mix',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'milk chocolate chips',\n",
       "   'peanut butter',\n",
       "   'puffed rice cereal',\n",
       "   \"reese's peanut butter cups\",\n",
       "   'salted peanuts',\n",
       "   'vegetable oil',\n",
       "   'water'}],\n",
       " ['392158',\n",
       "  {'avocado',\n",
       "   'cabbage',\n",
       "   'cheese',\n",
       "   'chili powder',\n",
       "   'fish fillets',\n",
       "   'fresh cilantro',\n",
       "   'ground black pepper',\n",
       "   'hot sauce',\n",
       "   'lime juice',\n",
       "   'paprika',\n",
       "   'salsa',\n",
       "   'salt',\n",
       "   'tortillas'}],\n",
       " ['167554',\n",
       "  {'baby spinach',\n",
       "   'carrot',\n",
       "   'chicken broth',\n",
       "   'ditalini',\n",
       "   'dried basil',\n",
       "   'dried oregano',\n",
       "   'fresh coarse ground black pepper',\n",
       "   'fresh corn',\n",
       "   'garlic',\n",
       "   'great northern beans',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'pesto sauce',\n",
       "   'salt',\n",
       "   'yellow squash',\n",
       "   'zucchini'}],\n",
       " ['505132',\n",
       "  {'boiling water',\n",
       "   'cool whip topping',\n",
       "   'ice cubes',\n",
       "   'miniature semisweet chocolate chips',\n",
       "   'orange gelatin'}],\n",
       " ['399278',\n",
       "  {'cayenne pepper',\n",
       "   'cayenne pepper sauce',\n",
       "   'cornstarch',\n",
       "   'egg yolk',\n",
       "   'fresh coarse ground black pepper',\n",
       "   'garlic powder',\n",
       "   'granulated sugar',\n",
       "   'vegetable oil',\n",
       "   'water',\n",
       "   'worcestershire sauce'}],\n",
       " ['535020',\n",
       "  {'all-purpose flour',\n",
       "   'canola oil',\n",
       "   'cornstarch',\n",
       "   'ground black pepper',\n",
       "   'mushrooms',\n",
       "   'panko breadcrumbs',\n",
       "   'salt',\n",
       "   'seltzer water'}],\n",
       " ['165110',\n",
       "  {'blue cheese',\n",
       "   'celery ribs',\n",
       "   'egg',\n",
       "   'lemon-pepper seasoning',\n",
       "   'mayonnaise',\n",
       "   'parsley',\n",
       "   'tabasco sauce'}],\n",
       " ['27200',\n",
       "  {'cayenne pepper',\n",
       "   'cayenne pepper sauce',\n",
       "   'chicken drummettes',\n",
       "   'flour',\n",
       "   'paprika',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'tabasco sauce',\n",
       "   'unsalted butter'}],\n",
       " ['262576',\n",
       "  {'apples', 'butter', 'dark brown sugar', 'milk', 'wooden popsicle sticks'}],\n",
       " ['357497',\n",
       "  {'baking powder',\n",
       "   'boiling water',\n",
       "   'brown sugar',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'margarine',\n",
       "   'milk',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['201697',\n",
       "  {'cornstarch', 'dry mustard', 'nutritional yeast flakes', 'rice milk'}],\n",
       " ['363009',\n",
       "  {'green food coloring',\n",
       "   'honey',\n",
       "   'peppermint patties',\n",
       "   'potato sticks',\n",
       "   'red food coloring',\n",
       "   'sesame seeds',\n",
       "   'shredded coconut',\n",
       "   'vanilla frosting',\n",
       "   'vanilla wafer cookies',\n",
       "   'yellow food coloring'}],\n",
       " ['113150',\n",
       "  {'butter',\n",
       "   'french bread',\n",
       "   'garlic salt',\n",
       "   'hamburger',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'tomato soup',\n",
       "   'velveeta cheese'}],\n",
       " ['81635',\n",
       "  {'egg',\n",
       "   'fresh parsley',\n",
       "   'green onions',\n",
       "   'lump crabmeat',\n",
       "   'mayonnaise',\n",
       "   'old bay seasoning',\n",
       "   'panko breadcrumbs',\n",
       "   'plain breadcrumbs',\n",
       "   'prepared yellow mustard',\n",
       "   'red bell peppers',\n",
       "   'vegetable oil'}],\n",
       " ['279052',\n",
       "  {'carrot',\n",
       "   'cream cheese',\n",
       "   'firm tofu',\n",
       "   'fresh parsley',\n",
       "   'garlic',\n",
       "   'lasagna noodles',\n",
       "   'lemon juice',\n",
       "   'nutmeg',\n",
       "   'nutritional yeast',\n",
       "   'spaghetti sauce',\n",
       "   'spinach leaves',\n",
       "   'vegetable broth'}],\n",
       " ['240622',\n",
       "  {'black olives',\n",
       "   'feta cheese',\n",
       "   'pepperoncini peppers',\n",
       "   'red onion',\n",
       "   'romaine lettuce'}],\n",
       " ['142984',\n",
       "  {'butter',\n",
       "   'chow mein noodles',\n",
       "   'ground ginger',\n",
       "   'lemon juice',\n",
       "   'peanuts',\n",
       "   'popped corn',\n",
       "   'sesame oil',\n",
       "   'soy sauce'}],\n",
       " ['299989',\n",
       "  {'adobo seasoning',\n",
       "   'avocado',\n",
       "   'black beans',\n",
       "   'cheddar cheese',\n",
       "   'chicken breasts',\n",
       "   'cumin',\n",
       "   'diced tomatoes with chiles and cilantro',\n",
       "   'extra virgin olive oil',\n",
       "   'fresh cilantro',\n",
       "   'guacamole seasoning mix',\n",
       "   'lettuce',\n",
       "   'mexican rice',\n",
       "   'paprika',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'sour cream',\n",
       "   'sweet corn',\n",
       "   'taco seasoning'}],\n",
       " ['165385',\n",
       "  {'cream cheese', 'crushed pineapple', 'pineapple juice', 'whipped cream'}],\n",
       " ['285606', {'ice cubes', 'lime juice', 'southern comfort', 'triple sec'}],\n",
       " ['204270', {'bacon', 'green beans', 'onion', 'whole tomatoes'}],\n",
       " ['117116',\n",
       "  {'beef consomme soup',\n",
       "   'butter',\n",
       "   'french onion soup',\n",
       "   'rice',\n",
       "   'sliced water chestnuts'}],\n",
       " ['138275',\n",
       "  {'flour',\n",
       "   'salt',\n",
       "   'unsalted butter',\n",
       "   'vegetable stock',\n",
       "   'water',\n",
       "   'white onions'}],\n",
       " ['168644',\n",
       "  {'butter',\n",
       "   'crab dip',\n",
       "   'cracker',\n",
       "   'egg',\n",
       "   'fresh dill sprig',\n",
       "   'paprika',\n",
       "   'pimento stuffed olive',\n",
       "   'rhodes frozen rolls',\n",
       "   'toothpick'}],\n",
       " ['20085',\n",
       "  {'black pepper',\n",
       "   'cream cheese',\n",
       "   'garlic salt',\n",
       "   'imitation crabmeat',\n",
       "   'lemon juice',\n",
       "   'mayonnaise',\n",
       "   'onion',\n",
       "   'seafood cocktail sauce',\n",
       "   'worcestershire sauce'}],\n",
       " ['243157',\n",
       "  {'broccoli rabe',\n",
       "   'egg',\n",
       "   'garlic',\n",
       "   'low fat cottage cheese',\n",
       "   'mozzarella cheese',\n",
       "   'no-boil lasagna noodles',\n",
       "   'olive oil',\n",
       "   'pesto sauce',\n",
       "   'pine nuts',\n",
       "   'ricotta cheese',\n",
       "   'sweet italian sausage',\n",
       "   'water'}],\n",
       " ['160170',\n",
       "  {'beef gravy',\n",
       "   'cooked ground beef',\n",
       "   'garlic powder',\n",
       "   'ground ginger',\n",
       "   'pepper',\n",
       "   'soy sauce',\n",
       "   'spaghetti noodles',\n",
       "   'stir fry vegetables'}],\n",
       " ['441744',\n",
       "  {'butter',\n",
       "   'dried parsley',\n",
       "   'dried thyme',\n",
       "   'flour',\n",
       "   'garlic',\n",
       "   'milk',\n",
       "   'onion powder',\n",
       "   'pepper',\n",
       "   'salt'}],\n",
       " ['271113',\n",
       "  {'chicken stock',\n",
       "   'cooked chicken',\n",
       "   'frozen peas',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'raw rice',\n",
       "   'salt and pepper',\n",
       "   'water'}],\n",
       " ['16327', {'frozen spinach', 'onion', 'parmesan cheese', 'yogurt'}],\n",
       " ['182122',\n",
       "  {'broccoli',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'chicken broth',\n",
       "   'garlic',\n",
       "   'minute rice',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'parmesan cheese',\n",
       "   'salt and pepper',\n",
       "   'skim milk',\n",
       "   'water'}],\n",
       " ['369169',\n",
       "  {'bay leaf',\n",
       "   'butter',\n",
       "   'chicken stock',\n",
       "   'fiddleheads',\n",
       "   'lemon rind',\n",
       "   'milk',\n",
       "   'onion',\n",
       "   'potato',\n",
       "   'salt and pepper',\n",
       "   'yogurt'}],\n",
       " ['331715',\n",
       "  {'baby portabella mushrooms',\n",
       "   'bay leaf',\n",
       "   'dried thyme',\n",
       "   'garlic',\n",
       "   'mushroom broth',\n",
       "   'onion',\n",
       "   'reduced fat margarine',\n",
       "   'salt',\n",
       "   'white beans',\n",
       "   'white pepper'}],\n",
       " ['249050', {'cocoa', 'sugar', 'water'}],\n",
       " ['151746',\n",
       "  {'butter', 'egg', 'egg yolks', 'heavy cream', 'sugar', 'vanilla beans'}],\n",
       " ['297594',\n",
       "  {'broccoli',\n",
       "   'dried oregano',\n",
       "   'fresh ground black pepper',\n",
       "   'garlic',\n",
       "   'olive oil',\n",
       "   'plain breadcrumbs',\n",
       "   'salt',\n",
       "   'water'}],\n",
       " ['63346',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'beets',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'vegetable oil',\n",
       "   'walnuts'}],\n",
       " ['519068',\n",
       "  {'cayenne pepper',\n",
       "   'chili powder',\n",
       "   'cumin',\n",
       "   'garlic powder',\n",
       "   'nutritional yeast',\n",
       "   'onion powder',\n",
       "   'paprika',\n",
       "   'sea salt'}],\n",
       " ['263831',\n",
       "  {'black olives',\n",
       "   'carrot',\n",
       "   'cherry tomatoes',\n",
       "   'feta cheese',\n",
       "   'green peppers',\n",
       "   'red onion',\n",
       "   'romaine lettuce',\n",
       "   'salt and pepper'}],\n",
       " ['419921',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'egg whites',\n",
       "   'granulated sugar',\n",
       "   'low-fat buttermilk',\n",
       "   'nutmeg',\n",
       "   'salt',\n",
       "   'unsweetened applesauce',\n",
       "   'vanilla',\n",
       "   'white whole wheat flour'}],\n",
       " ['368320', {'all-purpose flour', 'butter', 'cinnamon sugar', 'egg', 'milk'}],\n",
       " ['392150',\n",
       "  {'fresh cilantro leaves',\n",
       "   'fresh lemon juice',\n",
       "   'fresh lime juice',\n",
       "   'garlic',\n",
       "   'green onions',\n",
       "   'ground coriander',\n",
       "   'ground cumin',\n",
       "   'jalapeno',\n",
       "   'onion',\n",
       "   'plum tomatoes',\n",
       "   'sea salt',\n",
       "   'sugar'}],\n",
       " ['342619',\n",
       "  {'apple',\n",
       "   'banana',\n",
       "   'fresh pineapple',\n",
       "   'fresh spinach',\n",
       "   'green grapes',\n",
       "   'ice'}],\n",
       " ['408907',\n",
       "  {'all-purpose flour',\n",
       "   'butter',\n",
       "   'cheddar cheese',\n",
       "   'milk',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'small shell pasta',\n",
       "   'tomato'}],\n",
       " ['371961',\n",
       "  {'baking powder',\n",
       "   'butter',\n",
       "   'cocoa',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'nuts',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'water'}],\n",
       " ['188151',\n",
       "  {'canned pumpkin',\n",
       "   'cool whip free',\n",
       "   'fat free sugar-free instant cheesecake pudding mix',\n",
       "   'spice cake mix',\n",
       "   'unsweetened applesauce',\n",
       "   'vanilla yogurt',\n",
       "   'water'}],\n",
       " ['383120',\n",
       "  {'chicken broth',\n",
       "   'cooking oil',\n",
       "   'fish sauce',\n",
       "   'fresh garlic',\n",
       "   'garlic powder',\n",
       "   'oyster sauce',\n",
       "   'soy sauce',\n",
       "   'yakisoba noodles'}],\n",
       " ['248125',\n",
       "  {'baking soda',\n",
       "   'bread flour',\n",
       "   'milk',\n",
       "   'sour cream',\n",
       "   'sugar',\n",
       "   'vinegar',\n",
       "   'yeast'}],\n",
       " ['128715',\n",
       "  {'bacon',\n",
       "   'cheddar cheese',\n",
       "   'corn muffin mix',\n",
       "   'egg',\n",
       "   'jalapeno pepper',\n",
       "   'mexican-style corn',\n",
       "   'milk'}],\n",
       " ['495344',\n",
       "  {'celery seeds',\n",
       "   'chives',\n",
       "   'cocoa',\n",
       "   'dried basil',\n",
       "   'dried oregano',\n",
       "   'dried parsley',\n",
       "   'green bell peppers',\n",
       "   'lemon juice',\n",
       "   'lemon peel',\n",
       "   'tomato ketchup'}],\n",
       " ['300339',\n",
       "  {'apple juice',\n",
       "   'basil',\n",
       "   'canola oil',\n",
       "   'corn niblets',\n",
       "   'edamame',\n",
       "   'garlic',\n",
       "   'parsley',\n",
       "   'plum tomatoes',\n",
       "   'red onion',\n",
       "   'red pepper',\n",
       "   'vegetable stock'}],\n",
       " ['460846',\n",
       "  {'crunchy peanut butter',\n",
       "   'dark brown sugar',\n",
       "   'egg',\n",
       "   'gluten free baking powder',\n",
       "   'natural-style peanut butter',\n",
       "   'splenda sugar substitute',\n",
       "   'vanilla'}],\n",
       " ['367987',\n",
       "  {'dry mustard',\n",
       "   'granulated sugar',\n",
       "   'instant minced garlic',\n",
       "   'olive oil',\n",
       "   'paprika',\n",
       "   'salt',\n",
       "   'white wine vinegar'}],\n",
       " ['280918', {'bacon', 'pepper'}],\n",
       " ['243409',\n",
       "  {'beef bouillon granules',\n",
       "   'boneless center cut pork chops',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'canola oil',\n",
       "   'chicken broth',\n",
       "   'dijon mustard',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'fresh lemon juice',\n",
       "   'garlic',\n",
       "   'marjoram',\n",
       "   'pan drippings',\n",
       "   'pancake mix',\n",
       "   'paprika',\n",
       "   'pepper',\n",
       "   'sage',\n",
       "   'salt',\n",
       "   'water'}],\n",
       " ['243249',\n",
       "  {'balsamic vinegar',\n",
       "   'canola oil',\n",
       "   'dry mustard',\n",
       "   'fresh basil',\n",
       "   'fresh dill',\n",
       "   'fresh sage',\n",
       "   'pepper',\n",
       "   'red wine vinegar',\n",
       "   'salt'}],\n",
       " ['173113',\n",
       "  {'chickpea flour',\n",
       "   'cornstarch',\n",
       "   'soy coffee creamer',\n",
       "   'soymilk',\n",
       "   'vegetable oil',\n",
       "   'whole wheat bread'}],\n",
       " ['463219',\n",
       "  {'butter',\n",
       "   'cayenne pepper',\n",
       "   'cheddar cheese',\n",
       "   'cheez whiz',\n",
       "   'flour',\n",
       "   'macaroni',\n",
       "   'milk',\n",
       "   'mozzarella cheese',\n",
       "   'onion',\n",
       "   'paprika',\n",
       "   'salt'}],\n",
       " ['360086',\n",
       "  {'cream cheese',\n",
       "   'creamy peanut butter',\n",
       "   \"devil's food cake mix\",\n",
       "   'egg',\n",
       "   'light cream',\n",
       "   'milk',\n",
       "   'powdered sugar',\n",
       "   'sour cream',\n",
       "   'vanilla',\n",
       "   'vegetable oil'}],\n",
       " ['457965', {'breadcrumbs', 'egg', 'milk', 'oil', 'salt', 'zucchini'}],\n",
       " ['72449',\n",
       "  {'black pepper',\n",
       "   'celery',\n",
       "   'cream of potato soup',\n",
       "   'egg noodles',\n",
       "   'frozen corn',\n",
       "   'frozen peas',\n",
       "   'garlic',\n",
       "   'green onions',\n",
       "   'ground beef',\n",
       "   'milk',\n",
       "   'onion powder',\n",
       "   'parmesan cheese',\n",
       "   'warm water',\n",
       "   'worcestershire sauce'}],\n",
       " ['193430',\n",
       "  {'all-purpose flour',\n",
       "   'boiling water',\n",
       "   'butter',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'cream cheese',\n",
       "   'ground black pepper',\n",
       "   'ground sage',\n",
       "   'ground turkey',\n",
       "   'milk',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'peas',\n",
       "   'russet potatoes',\n",
       "   'salt',\n",
       "   'shredded cheddar cheese',\n",
       "   'turkey base',\n",
       "   'worcestershire sauce'}],\n",
       " ['39172',\n",
       "  {'applesauce',\n",
       "   'baking soda',\n",
       "   'carrot',\n",
       "   'cinnamon',\n",
       "   'crushed pineapple',\n",
       "   'egg',\n",
       "   'flaked coconut',\n",
       "   'flour',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'tart apple',\n",
       "   'vanilla',\n",
       "   'vegetable oil',\n",
       "   'walnuts'}],\n",
       " ['303070',\n",
       "  {'diced tomatoes',\n",
       "   'garlic powder',\n",
       "   'ground turkey',\n",
       "   'light cheese whiz',\n",
       "   'onion',\n",
       "   'salt and pepper',\n",
       "   'whole wheat elbow macaroni'}],\n",
       " ['216068',\n",
       "  {'boneless beef cubes',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'diced tomatoes',\n",
       "   'dried basil',\n",
       "   'frozen baby peas',\n",
       "   'garlic salt',\n",
       "   'no yolks egg noodle substitute',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'red wine',\n",
       "   'reduced-sodium fat-free beef broth',\n",
       "   'worcestershire sauce'}],\n",
       " ['384510',\n",
       "  {'evaporated milk',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'water',\n",
       "   'yellow onion',\n",
       "   'yellow squash'}],\n",
       " ['367865',\n",
       "  {'butter',\n",
       "   'cream',\n",
       "   'egg',\n",
       "   'mustard greens',\n",
       "   'olive oil flavored cooking spray',\n",
       "   'parmesan cheese',\n",
       "   'pepper',\n",
       "   'sea salt',\n",
       "   'water'}],\n",
       " ['391390',\n",
       "  {'artichoke hearts',\n",
       "   'celery',\n",
       "   'chicken stock',\n",
       "   'garlic',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'potato',\n",
       "   'quick-cooking barley',\n",
       "   'spinach'}],\n",
       " ['141937',\n",
       "  {'cheddar cheese',\n",
       "   'corned beef',\n",
       "   'cream cheese',\n",
       "   'diced green chilies',\n",
       "   'green onion',\n",
       "   'pimientos',\n",
       "   'round sourdough loaf',\n",
       "   'sour cream',\n",
       "   'worcestershire sauce'}],\n",
       " ['53197', {'blackening seasoning', 'salmon fillets'}],\n",
       " ['400273',\n",
       "  {'artificial sweetener',\n",
       "   'fat free greek yogurt',\n",
       "   'fiber one cereal',\n",
       "   'frozen unsweetened mixed berries',\n",
       "   'unsweetened cocoa powder'}],\n",
       " ['535431',\n",
       "  {'bisquick',\n",
       "   'chives',\n",
       "   'deli ham',\n",
       "   'egg',\n",
       "   'gruyere cheese',\n",
       "   'milk',\n",
       "   'nonstick cooking spray',\n",
       "   'red onion',\n",
       "   'salt',\n",
       "   'shredded cheddar cheese',\n",
       "   'sugar',\n",
       "   'unsalted butter'}],\n",
       " ['480776',\n",
       "  {'cream of tartar',\n",
       "   'egg',\n",
       "   'low fat cottage cheese',\n",
       "   'splenda sugar substitute'}],\n",
       " ['305431',\n",
       "  {'black mustard seeds',\n",
       "   'chilies',\n",
       "   'curry powder',\n",
       "   'fresh ginger',\n",
       "   'garlic',\n",
       "   'ghee',\n",
       "   'ground turmeric',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'stewing beef',\n",
       "   'tomato',\n",
       "   'vinegar'}],\n",
       " ['443640',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'buttermilk',\n",
       "   'cocoa powder',\n",
       "   'egg',\n",
       "   'hot coffee',\n",
       "   'red food coloring',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'vegetable oil',\n",
       "   'white distilled vinegar'}],\n",
       " ['406331',\n",
       "  {'fat-free half-and-half',\n",
       "   'nonfat milk',\n",
       "   'semi-sweet chocolate chips',\n",
       "   'sugar',\n",
       "   'unsweetened baking cocoa',\n",
       "   'vanilla'}],\n",
       " ['441118',\n",
       "  {'applesauce',\n",
       "   'canola oil',\n",
       "   'dark chocolate chips',\n",
       "   'dark unsweetened cocoa',\n",
       "   'egg',\n",
       "   'raw sugar',\n",
       "   'vanilla',\n",
       "   'white flour',\n",
       "   'whole wheat flour'}],\n",
       " ['142369',\n",
       "  {'all-purpose flour',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'butter flavor shortening',\n",
       "   'dark chocolate chips',\n",
       "   'egg',\n",
       "   'granulated sugar',\n",
       "   'light brown sugar',\n",
       "   'nuts',\n",
       "   'salt',\n",
       "   'vanilla'}],\n",
       " ['145858',\n",
       "  {'all-purpose flour',\n",
       "   'butterscotch chips',\n",
       "   'cocoa powder',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   \"hershey's semi-sweet chocolate chips\",\n",
       "   'powdered sugar',\n",
       "   'salt',\n",
       "   'shortening',\n",
       "   'sour cream',\n",
       "   'sugar',\n",
       "   'unsalted butter',\n",
       "   'vanilla',\n",
       "   'vanilla wafer crumbs',\n",
       "   'white chocolate chips'}],\n",
       " ['173730',\n",
       "  {'bay leaves', 'chicken carcasses', 'leek', 'pepper', 'potato', 'salt'}],\n",
       " ['170199',\n",
       "  {'ginger juice',\n",
       "   'honey',\n",
       "   'lemon juice',\n",
       "   'mayonnaise',\n",
       "   'rice vinegar',\n",
       "   'sesame oil',\n",
       "   'soy sauce'}],\n",
       " ['239866',\n",
       "  {'butter',\n",
       "   'flour',\n",
       "   'garlic',\n",
       "   'ground beef',\n",
       "   'milk',\n",
       "   'onion',\n",
       "   'salt and pepper',\n",
       "   'spaghetti',\n",
       "   'tomato paste',\n",
       "   'water'}],\n",
       " ['46189',\n",
       "  {'american cheese',\n",
       "   'butter',\n",
       "   'garlic',\n",
       "   'ground beef',\n",
       "   'macaroni and cheese mix',\n",
       "   'milk',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'tomato'}],\n",
       " ['314384',\n",
       "  {'butter',\n",
       "   'chocolate chips',\n",
       "   \"confectioners' sugar\",\n",
       "   'peanut butter',\n",
       "   'rice chex'}],\n",
       " ['136231',\n",
       "  {'cracked ice',\n",
       "   'grand marnier',\n",
       "   'grenadine',\n",
       "   'light rum',\n",
       "   'maraschino cherries',\n",
       "   'powdered sugar',\n",
       "   'tea bag',\n",
       "   'tequila'}],\n",
       " ['174536', {'butter buds', 'buttermilk', 'margarine', 'vegetable oil'}],\n",
       " ['341816',\n",
       "  {'egg',\n",
       "   'green peppers',\n",
       "   'lean ground beef',\n",
       "   'lemon juice',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'raw rice',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vegetable juice cocktail',\n",
       "   'water'}],\n",
       " ['59515',\n",
       "  {'almond extract',\n",
       "   'cornstarch',\n",
       "   'graham cracker crumbs',\n",
       "   'lemon juice',\n",
       "   'lemon zest',\n",
       "   'maple syrup',\n",
       "   'salt',\n",
       "   'silken tofu',\n",
       "   'slivered almonds',\n",
       "   'soymilk',\n",
       "   'sugar',\n",
       "   'tahini'}],\n",
       " ['320708', {'chickpeas', 'garlic', 'ground cumin', 'lemon juice', 'salt'}],\n",
       " ['211091',\n",
       "  {'crushed red pepper flakes',\n",
       "   'fresh gingerroot',\n",
       "   'garlic',\n",
       "   'ketchup',\n",
       "   'maple syrup',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'salt and pepper',\n",
       "   'tabasco sauce',\n",
       "   'veat bites',\n",
       "   'vinegar'}],\n",
       " ['286851',\n",
       "  {'cream of mushroom soup',\n",
       "   'green peas',\n",
       "   'ground beef',\n",
       "   'milk',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt'}],\n",
       " ['248212',\n",
       "  {'coconut extract',\n",
       "   'cold water',\n",
       "   'ice cubes',\n",
       "   'oat flour',\n",
       "   'unsweetened pineapple chunks',\n",
       "   'vanilla protein powder'}],\n",
       " ['280644',\n",
       "  {'cold water', 'fruit', 'lemon juice', 'red food coloring', 'sugar'}],\n",
       " ['176883', {'cheese', 'elbow macaroni', 'milk', 'salt and pepper'}],\n",
       " ['298908',\n",
       "  {'apple cider vinegar',\n",
       "   'applesauce',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'raisins',\n",
       "   'rolled oats',\n",
       "   'sea salt',\n",
       "   'vegan margarine',\n",
       "   'walnuts',\n",
       "   'water',\n",
       "   'whole wheat flour'}],\n",
       " ['102035',\n",
       "  {'cheddar cheese soup',\n",
       "   'cream of chicken soup',\n",
       "   'four-cheese mexican blend cheese',\n",
       "   'frozen fish sticks',\n",
       "   'frozen hash brown potatoes',\n",
       "   'mayonnaise',\n",
       "   'onion',\n",
       "   'spicy brown mustard',\n",
       "   'sweet pickle relish'}],\n",
       " ['430445',\n",
       "  {'black pepper',\n",
       "   'chicken breasts',\n",
       "   'dried dill',\n",
       "   'dried oregano',\n",
       "   'feta cheese',\n",
       "   'garlic powder',\n",
       "   'kalamata olive',\n",
       "   'kosher salt',\n",
       "   'lemon',\n",
       "   'lemon juice',\n",
       "   'olive oil',\n",
       "   'red onion',\n",
       "   'rosemary'}],\n",
       " ['239871',\n",
       "  {'beef brisket',\n",
       "   'black pepper',\n",
       "   'celery salt',\n",
       "   'creole seasoning',\n",
       "   'garlic salt',\n",
       "   'liquid smoke',\n",
       "   'onion salt',\n",
       "   'oven cooking bag'}],\n",
       " ['328250', {'cream cheese', 'fruit', 'graham crackers', 'powdered sugar'}],\n",
       " ['146686',\n",
       "  {'cream of mushroom soup',\n",
       "   'garlic',\n",
       "   'pork chops',\n",
       "   'salt and pepper',\n",
       "   'stewed tomatoes',\n",
       "   'yellow onion'}],\n",
       " ['138477',\n",
       "  {'garlic',\n",
       "   'green pepper',\n",
       "   'herbs',\n",
       "   'mozzarella cheese',\n",
       "   'mushroom',\n",
       "   'olive oil',\n",
       "   'parmesan cheese',\n",
       "   'parsley',\n",
       "   'red pepper',\n",
       "   'rotini pasta',\n",
       "   'spaghetti sauce',\n",
       "   'tempeh',\n",
       "   'white wine'}],\n",
       " ['287778',\n",
       "  {'garlic powder',\n",
       "   'margarine',\n",
       "   'mozzarella cheese',\n",
       "   'parmesan cheese',\n",
       "   'pepperoni slices',\n",
       "   'pizza crust mix',\n",
       "   'tap water'}],\n",
       " ['204122',\n",
       "  {'chocolate cake mix',\n",
       "   \"confectioners' sugar\",\n",
       "   'creme de cacao',\n",
       "   'egg',\n",
       "   'espresso',\n",
       "   'instant chocolate pudding mix',\n",
       "   'kahlua',\n",
       "   'oil'}],\n",
       " ['437637',\n",
       "  {'baking powder',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'frozen peaches',\n",
       "   'milk',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['123115',\n",
       "  {'butter',\n",
       "   'chicken-flavored ramen noodles',\n",
       "   'coleslaw mix',\n",
       "   'green onions',\n",
       "   'red bell pepper',\n",
       "   'seasoning',\n",
       "   'soy sauce',\n",
       "   'sugar',\n",
       "   'sunflower seeds',\n",
       "   'vegetable oil',\n",
       "   'vinegar'}],\n",
       " ['152844',\n",
       "  {'butter',\n",
       "   'cheddar cheese',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'frozen corn kernels',\n",
       "   'garlic',\n",
       "   'green bell pepper',\n",
       "   'green onions',\n",
       "   'half-and-half cream',\n",
       "   'jalapeno pepper',\n",
       "   'onion',\n",
       "   'parmesan cheese',\n",
       "   'salt and pepper'}],\n",
       " ['132195',\n",
       "  {'black pepper',\n",
       "   'celery',\n",
       "   'cream of mushroom soup',\n",
       "   'fresh garlic',\n",
       "   'green bell pepper',\n",
       "   'ground beef',\n",
       "   'hp steak sauce',\n",
       "   'macaroni & cheese dinner mix',\n",
       "   'milk',\n",
       "   'mushrooms',\n",
       "   'onion',\n",
       "   'parmesan cheese',\n",
       "   'seasoning salt',\n",
       "   'tabasco sauce',\n",
       "   'tomato soup',\n",
       "   'worcestershire sauce'}],\n",
       " ['248962',\n",
       "  {'all-purpose flour',\n",
       "   'baking soda',\n",
       "   'dark brown sugar',\n",
       "   'egg',\n",
       "   'granulated sugar',\n",
       "   'miniature marshmallow',\n",
       "   'peanut butter chips',\n",
       "   'salt',\n",
       "   'semisweet chocolate chunks',\n",
       "   'toffee pieces',\n",
       "   'unsalted butter',\n",
       "   'vanilla'}],\n",
       " ['384264',\n",
       "  {'dill',\n",
       "   'fresh mozzarella cheese',\n",
       "   'fresh oregano',\n",
       "   'fresh rosemary',\n",
       "   'lamb chops',\n",
       "   'olive oil',\n",
       "   'pepper',\n",
       "   'rye flour',\n",
       "   'salt',\n",
       "   'tomato'}],\n",
       " ['199545',\n",
       "  {'chili seasoning mix',\n",
       "   'chili starter',\n",
       "   'ground beef',\n",
       "   'kidney beans',\n",
       "   'v8 vegetable juice'}],\n",
       " ['422291',\n",
       "  {'black beans',\n",
       "   'cheddar cheese',\n",
       "   'chicken broth',\n",
       "   'cooked beef',\n",
       "   'corn tortillas',\n",
       "   'garlic salt',\n",
       "   'green pepper',\n",
       "   'ground cumin',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'tomatoes and green chilies'}],\n",
       " ['427531',\n",
       "  {'baking powder',\n",
       "   'cinnamon',\n",
       "   'dark brown sugar',\n",
       "   'dark chocolate chips',\n",
       "   'egg',\n",
       "   'margarine',\n",
       "   'oats',\n",
       "   'vanilla',\n",
       "   'whole wheat flour'}],\n",
       " ['389642',\n",
       "  {'chocolate',\n",
       "   'cool whip',\n",
       "   'instant chocolate pudding mix',\n",
       "   'low-fat peanut butter',\n",
       "   'peanuts',\n",
       "   'shortbread pie crust',\n",
       "   'skim milk'}],\n",
       " ['287235',\n",
       "  {'fat-free cottage cheese',\n",
       "   'fat-free sugar-free instant pistachio pudding mix',\n",
       "   'light whipped topping',\n",
       "   'pineapple chunks'}],\n",
       " ['110085',\n",
       "  {'baking powder', 'olive oil', 'salt', 'unbleached flour', 'water'}],\n",
       " ['371549',\n",
       "  {'cayenne pepper',\n",
       "   'dinner rolls',\n",
       "   'fat free sour cream',\n",
       "   'fresh cilantro',\n",
       "   'garlic',\n",
       "   'hot pepper sauce',\n",
       "   'jalapeno peppers',\n",
       "   'lean ground turkey',\n",
       "   'lettuce',\n",
       "   'light beer',\n",
       "   'monterey jack pepper cheese',\n",
       "   'pepper',\n",
       "   'salsa',\n",
       "   'salt'}],\n",
       " ['444320',\n",
       "  {'beef',\n",
       "   'bread',\n",
       "   'catsup',\n",
       "   'cooked rice',\n",
       "   'egg',\n",
       "   'lean ground beef',\n",
       "   'milk',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'salt and pepper',\n",
       "   'water'}],\n",
       " ['284465', {'egg', 'french vanilla cake mix', 'vegetable oil'}],\n",
       " ['376813',\n",
       "  {'carrot',\n",
       "   'celery ribs',\n",
       "   'chicken',\n",
       "   'chicken bouillon',\n",
       "   'diced onion',\n",
       "   'garlic powder',\n",
       "   'oregano',\n",
       "   'pepper',\n",
       "   'water',\n",
       "   'wide egg noodles'}],\n",
       " ['51506',\n",
       "  {'celery seed',\n",
       "   'cider vinegar',\n",
       "   'coleslaw mix',\n",
       "   'dry mustard',\n",
       "   'equal sugar substitute',\n",
       "   'fat-free mayonnaise',\n",
       "   'green bell pepper',\n",
       "   'onion',\n",
       "   'red bell pepper',\n",
       "   'salt'}],\n",
       " ['134015',\n",
       "  {'butter',\n",
       "   'cookie crumbs',\n",
       "   'egg',\n",
       "   'nestle sweetened condensed milk',\n",
       "   'semi-sweet chocolate chips'}],\n",
       " ['202195',\n",
       "  {'butter',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'mostaccioli pasta',\n",
       "   'parmesan cheese',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'sharp cheddar cheese',\n",
       "   'swiss cheese'}],\n",
       " ['407516',\n",
       "  {'crescent roll dough',\n",
       "   \"eggland's best large egg\",\n",
       "   'fresh basil leaves',\n",
       "   'mozzarella cheese',\n",
       "   'parmesan cheese',\n",
       "   'pepper',\n",
       "   'salami',\n",
       "   'salt',\n",
       "   'sun-dried tomatoes packed in oil',\n",
       "   'whole milk ricotta cheese'}],\n",
       " ['92113',\n",
       "  {'boneless chicken breast',\n",
       "   'brown sugar',\n",
       "   'canola oil',\n",
       "   'cider vinegar',\n",
       "   'cornstarch',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'ginger',\n",
       "   'green pepper',\n",
       "   'ketchup',\n",
       "   'mandarin oranges',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'red pepper',\n",
       "   'salt'}],\n",
       " ['354047',\n",
       "  {'cardamom pods',\n",
       "   'chickpeas',\n",
       "   'cinnamon',\n",
       "   'coriander',\n",
       "   'frozen spinach',\n",
       "   'garlic',\n",
       "   'ginger',\n",
       "   'onion',\n",
       "   'peanut oil',\n",
       "   'prepared polenta',\n",
       "   'red pepper flakes'}],\n",
       " ['230565',\n",
       "  {'cool whip topping',\n",
       "   'cream cheese',\n",
       "   'frozen limeade concentrate',\n",
       "   'orange juice'}],\n",
       " ['134085', {'american cheese', 'bacon', 'bisquick', 'egg', 'milk', 'syrup'}],\n",
       " ['38811',\n",
       "  {'egg',\n",
       "   'hash brown potatoes',\n",
       "   'italian style breadcrumbs',\n",
       "   'ketchup',\n",
       "   'lean ground beef',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt'}],\n",
       " ['185520',\n",
       "  {'cayenne powder',\n",
       "   'cream',\n",
       "   'egg',\n",
       "   'garlic',\n",
       "   'ground beef',\n",
       "   'ground sausage',\n",
       "   'italian breadcrumbs',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'tomato sauce',\n",
       "   'worcestershire sauce'}],\n",
       " ['390230',\n",
       "  {'adobo sauce',\n",
       "   'black beans',\n",
       "   'cayenne powder',\n",
       "   'chicken breasts',\n",
       "   'chicken stock',\n",
       "   'chili powder',\n",
       "   'corn',\n",
       "   'cornmeal',\n",
       "   'cumin',\n",
       "   'fresh jalapeno peppers',\n",
       "   'garlic',\n",
       "   'green bell pepper',\n",
       "   'mexican oregano',\n",
       "   'monterey jack cheese',\n",
       "   'olive oil',\n",
       "   'pepper',\n",
       "   'pinto beans',\n",
       "   'red onion',\n",
       "   'salt',\n",
       "   'serrano pepper',\n",
       "   'smoked paprika',\n",
       "   'tomato'}],\n",
       " ['401605',\n",
       "  {'butter',\n",
       "   'cinnamon',\n",
       "   'cooked sweet potatoes',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'light brown sugar',\n",
       "   'milk',\n",
       "   'pecans',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['356849',\n",
       "  {'applesauce',\n",
       "   'baking powder',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'granola cereal',\n",
       "   'milk',\n",
       "   'oil',\n",
       "   'poppy seeds',\n",
       "   'quark',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['393988',\n",
       "  {'allspice',\n",
       "   'baking soda',\n",
       "   'bananas',\n",
       "   'cardamom',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'light brown sugar',\n",
       "   'nuts',\n",
       "   'salt',\n",
       "   'sour cream',\n",
       "   'sugar',\n",
       "   'unsalted butter',\n",
       "   'vanilla'}],\n",
       " ['360444',\n",
       "  {'brown sugar',\n",
       "   'carrot',\n",
       "   'celery ribs',\n",
       "   'chicken broth',\n",
       "   'cream of mushroom soup',\n",
       "   'flour',\n",
       "   'garlic powder',\n",
       "   'ginger',\n",
       "   'orange juice',\n",
       "   'paprika',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'salt & freshly ground black pepper',\n",
       "   'vegetable oil',\n",
       "   'white mushrooms',\n",
       "   'white wine',\n",
       "   'whole chicken'}],\n",
       " ['192390', {'dark rum', 'eggnog', 'half-and-half cream', 'ice', 'nutmeg'}],\n",
       " ['446452',\n",
       "  {'agave',\n",
       "   'applesauce',\n",
       "   'baking soda',\n",
       "   'coconut',\n",
       "   'craisins',\n",
       "   'oatmeal',\n",
       "   'sea salt',\n",
       "   'white chocolate chips',\n",
       "   'whole wheat flour'}],\n",
       " ['454621',\n",
       "  {'artichoke hearts',\n",
       "   'ham',\n",
       "   'olive salad',\n",
       "   'pesto sauce',\n",
       "   'provolone cheese',\n",
       "   'salami',\n",
       "   'turkey',\n",
       "   'whole wheat hoagie rolls'}],\n",
       " ['440388',\n",
       "  {'cheese',\n",
       "   'green onion',\n",
       "   'ground beef',\n",
       "   'refried beans',\n",
       "   'taco seasoning',\n",
       "   'tortilla chips',\n",
       "   'water'}],\n",
       " ['246224',\n",
       "  {'cracked black pepper',\n",
       "   'garlic',\n",
       "   'olive oil',\n",
       "   'salmon fillet',\n",
       "   'sea salt'}],\n",
       " ['484992',\n",
       "  {'butter',\n",
       "   'fresh lemon juice',\n",
       "   'fresh peaches',\n",
       "   'natural cane sugar',\n",
       "   'pine nuts',\n",
       "   'salt',\n",
       "   'unbleached flour',\n",
       "   'yellow cornmeal'}],\n",
       " ['276865',\n",
       "  {'banana', 'creamy peanut butter', 'milk', 'unsweetened cocoa powder'}],\n",
       " ['172744',\n",
       "  {'butter',\n",
       "   'garlic',\n",
       "   'garlic powder',\n",
       "   'heavy cream',\n",
       "   'red onion',\n",
       "   'red potatoes',\n",
       "   'salt and pepper',\n",
       "   'salt water'}],\n",
       " ['147212',\n",
       "  {\"confectioners' sugar\",\n",
       "   'cool whip',\n",
       "   'flour',\n",
       "   'instant chocolate pudding mix',\n",
       "   'margarine',\n",
       "   'milk',\n",
       "   'pecans',\n",
       "   'soft cream cheese',\n",
       "   'vanilla instant pudding mix'}],\n",
       " ['214193',\n",
       "  {'baking soda',\n",
       "   'butter',\n",
       "   'chocolate chips',\n",
       "   'cinnamon',\n",
       "   'flour',\n",
       "   'ground cloves',\n",
       "   'nutmeg',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'tomato soup',\n",
       "   'water',\n",
       "   'white sugar'}],\n",
       " ['361927',\n",
       "  {'cream cheese',\n",
       "   'garlic',\n",
       "   'ground black pepper',\n",
       "   'heavy whipping cream',\n",
       "   'parmesan cheese',\n",
       "   'sea salt',\n",
       "   'spaghetti noodles',\n",
       "   'water',\n",
       "   'white wine'}],\n",
       " ['450466',\n",
       "  {'artichoke', 'broth', 'garlic', 'lemon', 'olive oil', 'sea salt'}],\n",
       " ['439143',\n",
       "  {'bay leaf',\n",
       "   'chicken breasts',\n",
       "   'chicken broth',\n",
       "   'diced tomatoes',\n",
       "   'dry red wine',\n",
       "   'frozen peas',\n",
       "   'green bell pepper',\n",
       "   'large shrimp',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'saffron thread',\n",
       "   'salt',\n",
       "   'seafood',\n",
       "   'smoked sausage',\n",
       "   'sweet rice'}],\n",
       " ['298874',\n",
       "  {'butter', 'flour', 'milk', 'pepper', 'poultry seasoning', 'salt'}],\n",
       " ['140196',\n",
       "  {'cheddar cheese',\n",
       "   'corn tortilla chips',\n",
       "   'refried beans',\n",
       "   'salsa',\n",
       "   'sour cream'}],\n",
       " ['196006',\n",
       "  {'bananas',\n",
       "   'dark brown sugar',\n",
       "   'half-and-half',\n",
       "   'honey',\n",
       "   'lime, zest of',\n",
       "   'salt',\n",
       "   'unsalted butter',\n",
       "   'yams'}],\n",
       " ['409229',\n",
       "  {'bacon drippings', 'pepper', 'russet potatoes', 'salt', 'yellow onion'}],\n",
       " ['174469', {'fresh onion', 'olive oil', 'pepper', 'salt', 'tomato sauce'}],\n",
       " ['296051', {'baking powder', 'egg', 'flour', 'milk', 'oil', 'salt', 'sugar'}],\n",
       " ['256763',\n",
       "  {'butter',\n",
       "   'cornstarch',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'graham cracker crumbs',\n",
       "   'lemon juice',\n",
       "   'small curd cottage cheese',\n",
       "   'sour cream',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['306590',\n",
       "  {'bay leaf powder',\n",
       "   'celery salt',\n",
       "   'crushed red pepper flakes',\n",
       "   'dry mustard',\n",
       "   'ground allspice',\n",
       "   'ground black pepper',\n",
       "   'ground cardamom',\n",
       "   'ground cloves',\n",
       "   'ground ginger',\n",
       "   'ground nutmeg',\n",
       "   'paprika',\n",
       "   'potato',\n",
       "   'salt',\n",
       "   'vegetable oil',\n",
       "   'white pepper'}],\n",
       " ['52289',\n",
       "  {'active dry yeast',\n",
       "   'all-purpose flour',\n",
       "   'cornmeal',\n",
       "   'egg white',\n",
       "   'margarine',\n",
       "   'salt',\n",
       "   'water'}],\n",
       " ['433071',\n",
       "  {'banana peppers',\n",
       "   'corn syrup',\n",
       "   'crouton',\n",
       "   'dole italian salad variety',\n",
       "   'fresh garlic clove',\n",
       "   'italian seasoning',\n",
       "   'jumbo black olives',\n",
       "   'lemon juice',\n",
       "   'mayonnaise',\n",
       "   'parmesan cheese',\n",
       "   'parsley flakes',\n",
       "   'pepper',\n",
       "   'purple onions',\n",
       "   'roma tomatoes',\n",
       "   'romano cheese',\n",
       "   'sugar',\n",
       "   'vegetable oil',\n",
       "   'white vinegar'}],\n",
       " ['218648',\n",
       "  {'corn flakes', 'creamy peanut butter', 'light corn syrup', 'sugar'}],\n",
       " ['146447',\n",
       "  {'bacon',\n",
       "   'brown sugar',\n",
       "   'butter beans',\n",
       "   'ground beef',\n",
       "   'ketchup',\n",
       "   'kidney beans',\n",
       "   'liquid smoke',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'pork and beans',\n",
       "   'salt',\n",
       "   'white vinegar'}],\n",
       " ['256734',\n",
       "  {'black pepper',\n",
       "   'boneless skinless chicken breasts',\n",
       "   'feta cheese',\n",
       "   'fresh parsley',\n",
       "   'green peppers',\n",
       "   'lemon juice',\n",
       "   'roma tomato',\n",
       "   'salt',\n",
       "   'scallions'}],\n",
       " ['212028',\n",
       "  {'all-purpose flour',\n",
       "   'almond extract',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'canola oil',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'egg whites',\n",
       "   'low-fat sour cream',\n",
       "   'mini chocolate chip',\n",
       "   'salt',\n",
       "   'unsweetened cocoa powder',\n",
       "   'vanilla'}],\n",
       " ['408303',\n",
       "  {'butternut squash',\n",
       "   'carrot',\n",
       "   'chicken broth',\n",
       "   'cinnamon',\n",
       "   'ginger',\n",
       "   'honey',\n",
       "   'mandarin orange',\n",
       "   'plain yogurt',\n",
       "   'salt and pepper',\n",
       "   'sweet potato',\n",
       "   'thyme'}],\n",
       " ['25512', {'banana', 'candy sprinkles', 'peanut butter'}],\n",
       " ['363904', {'bisquick', 'fruit', 'powdered sugar', 'syrup', 'water'}],\n",
       " ['481157',\n",
       "  {'black beans',\n",
       "   'chicken breast',\n",
       "   'chili powder',\n",
       "   'cornbread mix',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   'mexican blend cheese',\n",
       "   'milk',\n",
       "   'taco seasoning mix',\n",
       "   'tomato sauce',\n",
       "   'vegetable oil',\n",
       "   'water'}],\n",
       " ['18719',\n",
       "  {'butter',\n",
       "   'miniature marshmallows',\n",
       "   'peanut butter chips',\n",
       "   'salted peanuts',\n",
       "   'sweetened condensed milk'}],\n",
       " ['335539',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'oil',\n",
       "   'salt',\n",
       "   'smooth peanut butter',\n",
       "   'strawberry jam'}],\n",
       " ['303944',\n",
       "  {'bacon',\n",
       "   'extra virgin olive oil',\n",
       "   'frozen peas',\n",
       "   'red pepper flakes',\n",
       "   'shallots'}],\n",
       " ['443720',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'boiling water',\n",
       "   'butter',\n",
       "   \"confectioners' sugar\",\n",
       "   'egg',\n",
       "   'heavy cream',\n",
       "   'light cream',\n",
       "   'salt',\n",
       "   'semisweet chocolate pieces',\n",
       "   'sugar',\n",
       "   'unsweetened cocoa',\n",
       "   'vanilla'}],\n",
       " ['407098',\n",
       "  {'avocados',\n",
       "   'chopped tomato',\n",
       "   'garlic salt',\n",
       "   'hot pepper sauce',\n",
       "   'lemon juice',\n",
       "   'onion',\n",
       "   'philadelphia cream cheese',\n",
       "   'salt'}],\n",
       " ['285568',\n",
       "  {'cream cheese',\n",
       "   'english cucumber',\n",
       "   'nori',\n",
       "   'smoked salmon',\n",
       "   'sushi rice',\n",
       "   'toasted sesame seeds'}],\n",
       " ['432027',\n",
       "  {'cool whip',\n",
       "   'crushed pineapple',\n",
       "   'low-fat small-curd cottage cheese',\n",
       "   'mini marshmallows',\n",
       "   'strawberry jell-o gelatin dessert'}],\n",
       " ['207743',\n",
       "  {'alfalfa sprouts',\n",
       "   'black pepper',\n",
       "   'cilantro',\n",
       "   'cumin',\n",
       "   'english cucumber',\n",
       "   'green onions',\n",
       "   'honey',\n",
       "   'hot pepper sauce',\n",
       "   'lime juice',\n",
       "   'low-fat mayonnaise',\n",
       "   'pita bread',\n",
       "   'salt',\n",
       "   'sweet red pepper',\n",
       "   'tuna in water'}],\n",
       " ['299968',\n",
       "  {'bay leaves',\n",
       "   'chili flakes',\n",
       "   'chopped tomatoes',\n",
       "   'dried beans',\n",
       "   'garlic',\n",
       "   'green peppers',\n",
       "   'italian herb seasoning',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'smoked paprika',\n",
       "   'sugar',\n",
       "   'tomato paste'}],\n",
       " ['464946',\n",
       "  {'beef bouillon cube',\n",
       "   'brown gravy mix',\n",
       "   'cream of mushroom soup',\n",
       "   'frozen meatballs',\n",
       "   'water'}],\n",
       " ['130642',\n",
       "  {'adobo seasoning',\n",
       "   'cooked pork',\n",
       "   'cooked white rice',\n",
       "   'fresh cilantro',\n",
       "   'garlic powder',\n",
       "   'green olives',\n",
       "   'ground black pepper',\n",
       "   'oil',\n",
       "   'pigeon peas',\n",
       "   'roasted sweet red peppers'}],\n",
       " ['395202',\n",
       "  {'cooked sweet potatoes',\n",
       "   'dark rum',\n",
       "   'egg',\n",
       "   'ground allspice',\n",
       "   'ground cinnamon',\n",
       "   'ground cloves',\n",
       "   'ground ginger',\n",
       "   'ground nutmeg',\n",
       "   'mexican crema',\n",
       "   'milk',\n",
       "   'powdered sugar',\n",
       "   'salt',\n",
       "   'vanilla'}],\n",
       " ['335495', {'beer', 'carbonated lemon-lime beverage', 'ice', 'lemon twist'}],\n",
       " ['192542',\n",
       "  {'boneless skinless chicken breasts',\n",
       "   'goldfish crackers',\n",
       "   'olive oil',\n",
       "   'panko breadcrumbs',\n",
       "   'parmesan cheese'}],\n",
       " ['315110',\n",
       "  {'chili powder',\n",
       "   'cinnamon stick',\n",
       "   'coconut milk',\n",
       "   'curry leaves',\n",
       "   'fenugreek seeds',\n",
       "   'fresh ginger',\n",
       "   'garlic',\n",
       "   'ground turmeric',\n",
       "   'lemon juice',\n",
       "   'lemongrass',\n",
       "   'onion',\n",
       "   'paprika',\n",
       "   'prawns',\n",
       "   'salt'}],\n",
       " ['368878',\n",
       "  {'cream cheese',\n",
       "   'fresh strawberries',\n",
       "   'frozen strawberries',\n",
       "   'heavy cream',\n",
       "   'lemon juice',\n",
       "   'pie shells',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'unflavored gelatin',\n",
       "   'vanilla',\n",
       "   'water'}],\n",
       " ['147563',\n",
       "  {'boneless skinless chicken breasts',\n",
       "   'butter',\n",
       "   'lemon juice',\n",
       "   'lemon-pepper seasoning',\n",
       "   'potato',\n",
       "   'salt'}],\n",
       " ['207466',\n",
       "  {'boneless skinless chicken breast halves',\n",
       "   'garlic powder',\n",
       "   'parmesan cheese',\n",
       "   'plain yogurt',\n",
       "   'ritz cracker crumbs',\n",
       "   'seasoning salt'}],\n",
       " ['193719',\n",
       "  {'breadcrumbs',\n",
       "   'butter',\n",
       "   'celery',\n",
       "   'fresh ground pepper',\n",
       "   'ground sage',\n",
       "   'onion',\n",
       "   'potato',\n",
       "   'poultry drippings',\n",
       "   'salt'}],\n",
       " ['251976',\n",
       "  {'carrot',\n",
       "   \"confectioners' sugar\",\n",
       "   'lemon juice',\n",
       "   'lemon zest',\n",
       "   'mayonnaise',\n",
       "   'pecans',\n",
       "   'raisins',\n",
       "   'salt'}],\n",
       " ['334501',\n",
       "  {'baguette',\n",
       "   'balsamic vinegar',\n",
       "   'bay leaf',\n",
       "   'beef broth',\n",
       "   'black pepper',\n",
       "   'butter',\n",
       "   'chicken broth',\n",
       "   'dry red wine',\n",
       "   'emmenthaler cheese',\n",
       "   'fresh parsley',\n",
       "   'fresh thyme',\n",
       "   'gruyere',\n",
       "   'parsley',\n",
       "   'salt',\n",
       "   'sweet onions'}],\n",
       " ['123117',\n",
       "  {'butter',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'lemon extract',\n",
       "   'powdered sugar',\n",
       "   'sour cream',\n",
       "   'vanilla'}],\n",
       " ['38852',\n",
       "  {'egg',\n",
       "   'ground beef',\n",
       "   'ketchup',\n",
       "   'milk',\n",
       "   'oatmeal',\n",
       "   'onion',\n",
       "   'prepared mustard',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vinegar'}],\n",
       " ['181808',\n",
       "  {'celery seed',\n",
       "   'chili powder',\n",
       "   'cumin',\n",
       "   'dark molasses',\n",
       "   'dijon mustard',\n",
       "   'dry red wine',\n",
       "   'ketchup',\n",
       "   'kosher salt',\n",
       "   'red wine vinegar',\n",
       "   'water',\n",
       "   'worcestershire sauce'}],\n",
       " ['291073',\n",
       "  {'black pepper',\n",
       "   'butter',\n",
       "   'cake flour',\n",
       "   'dry sherry',\n",
       "   'fresh mushrooms',\n",
       "   'garlic',\n",
       "   'meat stock',\n",
       "   'onion',\n",
       "   'parsley',\n",
       "   'salt',\n",
       "   'sour cream'}],\n",
       " ['186143', {'non-fat cooking spray', 'potato', 'salt'}],\n",
       " ['250232', {'baking potatoes', 'cajun seasoning', 'oil', 'salt and pepper'}],\n",
       " ['411859',\n",
       "  {'all-purpose flour',\n",
       "   'celery seed',\n",
       "   'dried onion flakes',\n",
       "   'dried parsley',\n",
       "   'egg',\n",
       "   'fast rising yeast',\n",
       "   'ginger',\n",
       "   'marjoram',\n",
       "   'oregano',\n",
       "   'pepper',\n",
       "   'rosemary',\n",
       "   'sage',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'thyme',\n",
       "   'water',\n",
       "   'whole wheat flour'}],\n",
       " ['382731',\n",
       "  {'all-purpose flour',\n",
       "   'baking cocoa',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'carrot',\n",
       "   'chocolate frosting',\n",
       "   'egg',\n",
       "   'plain yogurt',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'zucchini'}],\n",
       " ['134787',\n",
       "  {'canning salt',\n",
       "   'cayenne',\n",
       "   'dill',\n",
       "   'dill pickle',\n",
       "   'garlic',\n",
       "   'onion',\n",
       "   'vinegar',\n",
       "   'water'}],\n",
       " ['154576',\n",
       "  {'all-purpose flour',\n",
       "   'bread machine yeast',\n",
       "   'honey',\n",
       "   'margarine',\n",
       "   'powdered milk',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'water'}],\n",
       " ['222030',\n",
       "  {'cool whip',\n",
       "   'milk',\n",
       "   'sugar',\n",
       "   'vanilla flavoring',\n",
       "   'vanilla instant pudding mix'}],\n",
       " ['52565',\n",
       "  {'butterscotch chips',\n",
       "   'chocolate chips',\n",
       "   'corn syrup',\n",
       "   'peanut butter',\n",
       "   'rice krispies',\n",
       "   'sugar'}],\n",
       " ['103393',\n",
       "  {'black pepper',\n",
       "   'dry onion soup mix',\n",
       "   'hot water',\n",
       "   'margarine',\n",
       "   'parsley flakes',\n",
       "   'potato'}],\n",
       " ['358626', {'knorr vegetable soup mix', 'sour cream', 'tabasco sauce'}],\n",
       " ['53152',\n",
       "  {'black pepper',\n",
       "   'cheddar cheese',\n",
       "   'elbow macaroni',\n",
       "   'french-fried onions',\n",
       "   'milk',\n",
       "   'nacho cheese soup',\n",
       "   'prepared mustard'}],\n",
       " ['211322',\n",
       "  {'baking powder',\n",
       "   'cinnamon',\n",
       "   'cornstarch',\n",
       "   'raisins',\n",
       "   'rolled oats',\n",
       "   'salt',\n",
       "   'soymilk',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'virgin olive oil',\n",
       "   'whole wheat flour'}],\n",
       " ['251714', {'cheddar cheese', 'cream cheese', 'jalapenos', 'salsa'}],\n",
       " ['343821',\n",
       "  {'baking soda',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'chocolate chips',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'oats',\n",
       "   'sugar',\n",
       "   'sweetened condensed milk',\n",
       "   'vanilla'}],\n",
       " ['168420',\n",
       "  {'fruit cocktail in heavy syrup', 'self rising flour', 'white sugar'}],\n",
       " ['402351',\n",
       "  {'butter',\n",
       "   'cottage cheese',\n",
       "   'crushed red pepper flakes',\n",
       "   'egg',\n",
       "   'garlic',\n",
       "   'green pepper',\n",
       "   'ground beef',\n",
       "   'mozzarella cheese',\n",
       "   'onion',\n",
       "   'parmesan cheese',\n",
       "   'spaghetti',\n",
       "   'spaghetti sauce'}],\n",
       " ['319381',\n",
       "  {'black pepper',\n",
       "   'brown sugar',\n",
       "   'canola oil',\n",
       "   'celery salt',\n",
       "   'chili powder',\n",
       "   'cider vinegar',\n",
       "   'corn syrup',\n",
       "   'garlic',\n",
       "   'liquid smoke',\n",
       "   'onion',\n",
       "   'prepared yellow mustard',\n",
       "   'tomato',\n",
       "   'tomato paste',\n",
       "   'water',\n",
       "   'worcestershire sauce'}],\n",
       " ['489707',\n",
       "  {'bay leaf',\n",
       "   'beef stock',\n",
       "   'breadcrumbs',\n",
       "   'carrot',\n",
       "   'celery ribs',\n",
       "   'cider vinegar',\n",
       "   'crushed tomatoes in puree',\n",
       "   'dried thyme',\n",
       "   'egg',\n",
       "   'fresh ground black pepper',\n",
       "   'garlic',\n",
       "   'green cabbage',\n",
       "   'ground beef round',\n",
       "   'long-grain rice',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'sour cream',\n",
       "   'sugar',\n",
       "   'vegetable oil',\n",
       "   'water'}],\n",
       " ['389301',\n",
       "  {'baking soda',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'granulated sugar',\n",
       "   'macadamia nuts',\n",
       "   'salt',\n",
       "   'unbleached white flour',\n",
       "   'vanilla',\n",
       "   'white chocolate chips'}],\n",
       " ['29916', {'banana', 'honey', 'milk'}],\n",
       " ['36482',\n",
       "  {'boiling water',\n",
       "   'carrot',\n",
       "   'lemon juice',\n",
       "   'margarine',\n",
       "   'parsley',\n",
       "   'salt',\n",
       "   'sugar substitute'}],\n",
       " ['98844',\n",
       "  {'beef broth',\n",
       "   'flour',\n",
       "   'garlic',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'round steaks',\n",
       "   'salt'}],\n",
       " ['65207',\n",
       "  {'apple',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'caramels',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'margarine',\n",
       "   'milk',\n",
       "   'peanuts',\n",
       "   'ricotta cheese',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['496766',\n",
       "  {'aioli',\n",
       "   'egg',\n",
       "   'kosher salt',\n",
       "   'olive oil',\n",
       "   'simply potatoes diced potatoes with onion'}],\n",
       " ['140746',\n",
       "  {'beef',\n",
       "   'butter',\n",
       "   'cooked rice',\n",
       "   'cream of mushroom soup',\n",
       "   'garlic powder',\n",
       "   'ketchup',\n",
       "   'milk',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'sour cream'}],\n",
       " ['302344',\n",
       "  {'carrot',\n",
       "   'cinnamon',\n",
       "   'cream cheese',\n",
       "   'dry breadcrumbs',\n",
       "   'egg',\n",
       "   'ginger',\n",
       "   'ground hazelnuts',\n",
       "   'honey',\n",
       "   'lemon peel'}],\n",
       " ['56036',\n",
       "  {'cream cheese',\n",
       "   'egg',\n",
       "   'margarine',\n",
       "   'powdered sugar',\n",
       "   'water',\n",
       "   'yellow cake mix'}],\n",
       " ['74284',\n",
       "  {'beef broth',\n",
       "   'brown sugar',\n",
       "   'chili powder',\n",
       "   'crushed red pepper flakes',\n",
       "   'granulated sugar',\n",
       "   'liquid smoke',\n",
       "   'prepared yellow mustard',\n",
       "   'salt',\n",
       "   'tomato paste',\n",
       "   'white vinegar',\n",
       "   'worcestershire sauce'}],\n",
       " ['361017',\n",
       "  {'bay leaf',\n",
       "   'bell pepper',\n",
       "   'celery ribs',\n",
       "   'cooked rice',\n",
       "   'creole seasoning',\n",
       "   'crystal hot sauce',\n",
       "   'dried thyme leaves',\n",
       "   'garlic',\n",
       "   'liquid smoke',\n",
       "   'onion',\n",
       "   'red beans',\n",
       "   'salt',\n",
       "   'smoked turkey sausage',\n",
       "   'worcestershire sauce'}],\n",
       " ['437219',\n",
       "  {'butter',\n",
       "   'cayenne',\n",
       "   'celery seed',\n",
       "   'corn chex',\n",
       "   'garlic powder',\n",
       "   'hot sauce',\n",
       "   'onion powder',\n",
       "   'pretzel',\n",
       "   'salt',\n",
       "   'wheat chex',\n",
       "   'worcestershire sauce'}],\n",
       " ['467076',\n",
       "  {'cream cheese',\n",
       "   'egg',\n",
       "   'egg yolks',\n",
       "   'flour',\n",
       "   'granulated sugar',\n",
       "   'heavy cream',\n",
       "   'lemon zest',\n",
       "   'orange zest'}],\n",
       " ['327141',\n",
       "  {'asian pear',\n",
       "   'carrot',\n",
       "   'celery seeds',\n",
       "   'dried cranberries',\n",
       "   'lemon juice',\n",
       "   'mayonnaise',\n",
       "   'pecans',\n",
       "   'pork chops',\n",
       "   'red onions',\n",
       "   'salt & pepper'}],\n",
       " ['342698',\n",
       "  {'butter',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'pecans',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'unsweetened chocolate squares',\n",
       "   'vanilla'}],\n",
       " ['304814',\n",
       "  {'extra virgin olive oil',\n",
       "   'flank steak',\n",
       "   'hot sauce',\n",
       "   \"mccormick's montreal brand steak seasoning\",\n",
       "   'minced garlic cloves',\n",
       "   'paprika',\n",
       "   'red wine vinegar',\n",
       "   'worcestershire sauce'}],\n",
       " ['387488',\n",
       "  {'coriander powder',\n",
       "   'cracked black pepper',\n",
       "   'flour tortillas',\n",
       "   'ground cumin',\n",
       "   'head of cabbage',\n",
       "   'mayonnaise',\n",
       "   'olive oil',\n",
       "   'pea shoots',\n",
       "   'pumpkin seeds',\n",
       "   'red onions',\n",
       "   'sea salt',\n",
       "   'tuna'}],\n",
       " ['81280',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   'egg',\n",
       "   'instant espresso powder',\n",
       "   'parchment paper',\n",
       "   'salt',\n",
       "   'semi-sweet chocolate chips',\n",
       "   'semisweet chocolate',\n",
       "   'sugar',\n",
       "   'unsalted butter',\n",
       "   'unsweetened chocolate',\n",
       "   'vanilla'}],\n",
       " ['261482',\n",
       "  {'canned pinto beans',\n",
       "   'corn kernels',\n",
       "   'diced tomatoes with juice',\n",
       "   'dried oregano',\n",
       "   'fresh cilantro',\n",
       "   'garlic',\n",
       "   'green peppers',\n",
       "   'ground cumin',\n",
       "   'hot chili pepper',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'salt & freshly ground black pepper',\n",
       "   'sugar pumpkin',\n",
       "   'vegetable stock'}],\n",
       " ['77380',\n",
       "  {'black pepper',\n",
       "   'blue cheese',\n",
       "   'cheddar cheese',\n",
       "   'cream cheese',\n",
       "   'garlic',\n",
       "   'milk',\n",
       "   'nuts',\n",
       "   'worcestershire sauce'}],\n",
       " ['240369',\n",
       "  {'98% fat-free cream of mushroom soup',\n",
       "   'albacore tuna',\n",
       "   'black pepper',\n",
       "   'cheddar cheese',\n",
       "   'frozen baby peas',\n",
       "   'onion powder',\n",
       "   'salt',\n",
       "   'tofu shirataki noodles'}],\n",
       " ['340730',\n",
       "  {'dried leaf basil',\n",
       "   'garlic',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'tomato paste',\n",
       "   'whole tomatoes'}],\n",
       " ['334951',\n",
       "  {'beans',\n",
       "   'catalina dressing',\n",
       "   'cheddar cheese',\n",
       "   'chopped tomatoes',\n",
       "   'corn chips',\n",
       "   'ground beef',\n",
       "   'lettuce',\n",
       "   'olives',\n",
       "   'onion',\n",
       "   'salsa',\n",
       "   'taco seasoning'}],\n",
       " ['305987',\n",
       "  {'apricot jam',\n",
       "   'baking powder',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'buttermilk',\n",
       "   'dried apricot',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'fresh orange juice',\n",
       "   'ground cinnamon',\n",
       "   'honey',\n",
       "   'muesli',\n",
       "   'orange zest',\n",
       "   'self-rising flour',\n",
       "   'wheat germ',\n",
       "   'whole wheat flour'}],\n",
       " ['337893', {'chocolate chips', 'egg whites', 'sugar', 'vanilla'}],\n",
       " ['157160', {'semi-sweet chocolate chips', 'strawberries', 'white chocolate'}],\n",
       " ['35632',\n",
       "  {'garlic', 'hot pepper sauce', 'lemon juice', 'mayonnaise', 'olive oil'}],\n",
       " ['141712',\n",
       "  {'celery',\n",
       "   'cooked chicken',\n",
       "   'corkscrew macaroni',\n",
       "   'cucumber',\n",
       "   'garlic salt',\n",
       "   \"hellmann's mayonnaise\",\n",
       "   'italian dressing',\n",
       "   'lemon juice',\n",
       "   'onion',\n",
       "   'onion salt',\n",
       "   'pepper',\n",
       "   'prepared mustard'}],\n",
       " ['21357',\n",
       "  {'dry red wine',\n",
       "   'garlic',\n",
       "   'grainy mustard',\n",
       "   'horseradish',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'pork loin chops',\n",
       "   'ranch dressing',\n",
       "   'sour cream'}],\n",
       " ['205443',\n",
       "  {'garlic powder',\n",
       "   'ground pepper',\n",
       "   'ground sage',\n",
       "   'nutritional yeast',\n",
       "   'pasta',\n",
       "   'salt',\n",
       "   'soy margarine',\n",
       "   'turmeric',\n",
       "   'vanilla-flavored soymilk',\n",
       "   'vegan mayonnaise'}],\n",
       " ['201813', {'angostura bitters', 'ginger beer', 'vodka'}],\n",
       " ['198343',\n",
       "  {'allspice',\n",
       "   'baking soda',\n",
       "   'bananas',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vegetable oil'}],\n",
       " ['279176',\n",
       "  {'chocolate graham cracker',\n",
       "   'cool whip lite',\n",
       "   'miniature chocolate chips',\n",
       "   'raspberry spreadable fruit'}],\n",
       " ['532472',\n",
       "  {'basmati rice',\n",
       "   'carrot',\n",
       "   'cayenne pepper',\n",
       "   'chickpeas',\n",
       "   'creamy peanut butter',\n",
       "   'cumin',\n",
       "   'fresh thyme sprigs',\n",
       "   'garlic',\n",
       "   'onion',\n",
       "   'paprika',\n",
       "   'peanut oil',\n",
       "   'potato',\n",
       "   'salt & freshly ground black pepper',\n",
       "   'stock',\n",
       "   'sweet potatoes',\n",
       "   'tomato paste'}],\n",
       " ['32204',\n",
       "  {'butter',\n",
       "   'chocolate chips',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   \"m&m'\",\n",
       "   'maraschino cherry',\n",
       "   'miniature marshmallow',\n",
       "   'nuts',\n",
       "   'raisins',\n",
       "   \"reese's pieces\",\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'unsweetened cocoa',\n",
       "   'vanilla'}],\n",
       " ['378540',\n",
       "  {'black pepper',\n",
       "   'cayenne pepper',\n",
       "   'chili powder',\n",
       "   'red pepper',\n",
       "   'sugar',\n",
       "   'water',\n",
       "   'white pepper',\n",
       "   'white vinegar'}],\n",
       " ['293049',\n",
       "  {'baking powder',\n",
       "   'butter',\n",
       "   'chocolate chips',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'sugar'}],\n",
       " ['104773',\n",
       "  {'active dry yeast',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'lemon zest',\n",
       "   'milk',\n",
       "   'orange juice',\n",
       "   'potato',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'warm water'}],\n",
       " ['129919',\n",
       "  {'butter',\n",
       "   'cheddar cheese',\n",
       "   'dry breadcrumbs',\n",
       "   'dry mustard',\n",
       "   'elbow macaroni',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'salt',\n",
       "   'tabasco sauce',\n",
       "   'white pepper'}],\n",
       " ['391335',\n",
       "  {'aioli',\n",
       "   'cayenne',\n",
       "   'dijon mustard',\n",
       "   'garlic',\n",
       "   'green onions',\n",
       "   'honey',\n",
       "   'kaiser rolls',\n",
       "   'lettuce',\n",
       "   'marinade',\n",
       "   'mayonnaise',\n",
       "   'orange juice',\n",
       "   'pork tenderloin',\n",
       "   'prepared horseradish',\n",
       "   'soy sauce',\n",
       "   'sugar',\n",
       "   'tabasco sauce',\n",
       "   'tomato',\n",
       "   'vidalia onion'}],\n",
       " ['383339',\n",
       "  {'1% low-fat milk',\n",
       "   'all-purpose flour',\n",
       "   'asiago cheese',\n",
       "   'cheddar cheese',\n",
       "   'cheese sauce',\n",
       "   'dried chipotle powder',\n",
       "   'garlic powder',\n",
       "   'gruyere',\n",
       "   'macaroni',\n",
       "   'medium cheddar',\n",
       "   'mozzarella cheese',\n",
       "   'pasta',\n",
       "   'salt',\n",
       "   'unsalted butter',\n",
       "   'water'}],\n",
       " ['96727',\n",
       "  {'extra virgin olive oil',\n",
       "   'fresh coarse ground black pepper',\n",
       "   'fresh lemon juice',\n",
       "   'garlic',\n",
       "   'mozzarella cheese',\n",
       "   'parmesan cheese',\n",
       "   'romano cheese'}],\n",
       " ['474258', {'butter', 'egg noodles'}],\n",
       " ['209322',\n",
       "  {'boneless skinless chicken breast',\n",
       "   'corn flake crumbs',\n",
       "   'dijon mustard',\n",
       "   'ketchup',\n",
       "   'pepper',\n",
       "   'vegetable oil',\n",
       "   'worcestershire sauce',\n",
       "   'yogurt'}],\n",
       " ['60454',\n",
       "  {'dried basil',\n",
       "   'dried oregano',\n",
       "   'dried rosemary',\n",
       "   'egg',\n",
       "   'fresh parsley',\n",
       "   'garlic',\n",
       "   'green bell pepper',\n",
       "   'ground beef',\n",
       "   'mozzarella cheese',\n",
       "   'mushrooms',\n",
       "   'onion',\n",
       "   'parmesan cheese',\n",
       "   'spinach',\n",
       "   'sweet italian sausage link',\n",
       "   'tomato paste',\n",
       "   'tomato sauce',\n",
       "   'water',\n",
       "   'whole milk ricotta cheese',\n",
       "   'zucchini'}],\n",
       " ['240447', {'banana', 'digestive biscuits', 'dulce de leche'}],\n",
       " ['375376',\n",
       "  {'apple cider vinegar',\n",
       "   'canola oil',\n",
       "   'cornstarch',\n",
       "   'egg',\n",
       "   'honey',\n",
       "   'oat flour',\n",
       "   'oats',\n",
       "   'rice flour',\n",
       "   'salt',\n",
       "   'sorghum flour',\n",
       "   'tapioca flour',\n",
       "   'warm water',\n",
       "   'xanthan gum',\n",
       "   'yeast'}],\n",
       " ['160398',\n",
       "  {'baby carrots',\n",
       "   'baby potatoes',\n",
       "   'boneless lamb shoulder',\n",
       "   'cabbage',\n",
       "   'flour',\n",
       "   'fresh parsley',\n",
       "   'fresh thyme',\n",
       "   'garlic',\n",
       "   'green peas',\n",
       "   'lamb broth',\n",
       "   'parsnips',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'sweet onion',\n",
       "   'whiskey'}],\n",
       " ['350400',\n",
       "  {'active dry yeast',\n",
       "   'boiling water',\n",
       "   'brown sugar',\n",
       "   'egg',\n",
       "   'honey',\n",
       "   'oil',\n",
       "   'salt',\n",
       "   'smart balance butter spread',\n",
       "   'sugar',\n",
       "   'water',\n",
       "   'whole wheat flour'}],\n",
       " ['280251', {'bourbon', 'grand marnier', 'pineapple juice', 'vodka'}],\n",
       " ['242761', {'ice', 'vodka', 'white creme de cacao'}],\n",
       " ['11878',\n",
       "  {'cooked barley',\n",
       "   'egg',\n",
       "   'ground lean pork',\n",
       "   'ketchup',\n",
       "   'lean ground beef',\n",
       "   'oat bran',\n",
       "   'onion',\n",
       "   'salt and pepper',\n",
       "   'thyme',\n",
       "   'zucchini'}],\n",
       " ['385823',\n",
       "  {'black peppercorns',\n",
       "   'caraway seeds',\n",
       "   'cardamom seed',\n",
       "   'garlic',\n",
       "   'ground fenugreek',\n",
       "   'oxtails',\n",
       "   'saffron thread',\n",
       "   'salt',\n",
       "   'tomato',\n",
       "   'turmeric',\n",
       "   'white pearl onions'}],\n",
       " ['22711',\n",
       "  {'black pepper',\n",
       "   'garlic',\n",
       "   'light olive oil',\n",
       "   'light soy sauce',\n",
       "   'red wine',\n",
       "   'salt',\n",
       "   'worcestershire sauce'}],\n",
       " ['98821',\n",
       "  {'butter', 'cream cheese', 'green olives', 'green onion', 'walnuts'}],\n",
       " ['152534',\n",
       "  {'bacon',\n",
       "   'colby-monterey jack cheese',\n",
       "   'dill pickle',\n",
       "   'lean ground beef',\n",
       "   'lettuce',\n",
       "   'prepared mustard',\n",
       "   'prepared pizza crust',\n",
       "   'thousand island dressing',\n",
       "   'tomato'}],\n",
       " ['423516',\n",
       "  {'black pepper',\n",
       "   'cayenne pepper',\n",
       "   'cilantro',\n",
       "   'corn tortillas',\n",
       "   'garlic',\n",
       "   'green chili sauce',\n",
       "   'lime juice',\n",
       "   'olive oil',\n",
       "   'serrano peppers',\n",
       "   'tomato',\n",
       "   'vegan chicken',\n",
       "   'vegetable stock',\n",
       "   'white onion'}],\n",
       " ['418756',\n",
       "  {'bamboo skewers',\n",
       "   'cinnamon',\n",
       "   'coconut milk',\n",
       "   'earth balance margarine',\n",
       "   'fresh cilantro',\n",
       "   'fresh ginger',\n",
       "   'fresh ground black pepper',\n",
       "   'fresh lemon juice',\n",
       "   'frozen peas',\n",
       "   'garam masala',\n",
       "   'garlic',\n",
       "   'ground coriander',\n",
       "   'ground cumin',\n",
       "   'ground red pepper',\n",
       "   'paprika',\n",
       "   'salt',\n",
       "   'soy yogurt',\n",
       "   'tomato sauce',\n",
       "   'vegan chicken'}],\n",
       " ['481195',\n",
       "  {'fresh green beans',\n",
       "   'garlic',\n",
       "   'oyster sauce',\n",
       "   'peanut oil',\n",
       "   'soy sauce',\n",
       "   'white sugar'}],\n",
       " ['53312',\n",
       "  {'chicken',\n",
       "   'chili sauce',\n",
       "   'creamed corn',\n",
       "   'dried herbs',\n",
       "   'garlic',\n",
       "   'herbs',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'penne pasta',\n",
       "   'red sweet pepper',\n",
       "   'salt and pepper',\n",
       "   'soy sauce',\n",
       "   'stock',\n",
       "   'tomato paste',\n",
       "   'vegetables',\n",
       "   'worcestershire sauce'}],\n",
       " ['51922',\n",
       "  {'flax seeds',\n",
       "   'garlic',\n",
       "   'mushroom',\n",
       "   'rosemary',\n",
       "   'shoyu',\n",
       "   'sliced mushrooms',\n",
       "   'walnuts',\n",
       "   'water'}],\n",
       " ['11363',\n",
       "  {'barley',\n",
       "   'beef broth',\n",
       "   'frozen mixed vegetables',\n",
       "   'ground beef',\n",
       "   'tomato'}],\n",
       " ['63131',\n",
       "  {'dried cranberries',\n",
       "   'grape-nuts cereal',\n",
       "   'light corn syrup',\n",
       "   'peanut butter',\n",
       "   'rolled oats',\n",
       "   'sliced almonds',\n",
       "   'sugar'}],\n",
       " ['108819', {'cocoa powder', 'dates', 'frozen raspberries', 'walnuts'}],\n",
       " ['344420', {'avocados', 'salsa', 'sour cream'}],\n",
       " ['292317',\n",
       "  {'ground cinnamon',\n",
       "   'mexican chocolate',\n",
       "   'milk',\n",
       "   'vanilla bean',\n",
       "   'whipped cream'}],\n",
       " ['79313',\n",
       "  {'anaheim chilies',\n",
       "   'butter',\n",
       "   'chili sauce',\n",
       "   'crushed red pepper flakes',\n",
       "   'dry sherry',\n",
       "   'garlic',\n",
       "   'hot sauce',\n",
       "   'large shrimp',\n",
       "   'lemon juice',\n",
       "   'olive oil',\n",
       "   'oregano',\n",
       "   'parsley',\n",
       "   'worcestershire sauce'}],\n",
       " ['282644',\n",
       "  {'beef stew meat',\n",
       "   'brown sugar',\n",
       "   'catsup',\n",
       "   'dry mustard',\n",
       "   'flour',\n",
       "   'garlic',\n",
       "   'onion',\n",
       "   'paprika',\n",
       "   'salt',\n",
       "   'water',\n",
       "   'worcestershire sauce'}],\n",
       " ['19953',\n",
       "  {'butter',\n",
       "   'fat-free chicken broth',\n",
       "   'flour',\n",
       "   'lean ground beef',\n",
       "   'mushrooms',\n",
       "   'no yolks egg noodle substitute',\n",
       "   'nonfat sour cream',\n",
       "   'onion',\n",
       "   'wine'}],\n",
       " ['97808',\n",
       "  {'barbecue seasoning',\n",
       "   'boneless beef chuck roast',\n",
       "   'fresh ground black pepper',\n",
       "   'garlic powder',\n",
       "   \"lawry's seasoned salt\",\n",
       "   'old bay seasoning',\n",
       "   'onion powder',\n",
       "   'salt',\n",
       "   'soy sauce'}],\n",
       " ['16451',\n",
       "  {'2% fat cottage cheese',\n",
       "   'cayenne pepper',\n",
       "   'garlic',\n",
       "   'jalapeno pepper',\n",
       "   'mushrooms'}],\n",
       " ['84610',\n",
       "  {'extra virgin olive oil',\n",
       "   'fresh curly-leaf parsley',\n",
       "   'garlic',\n",
       "   'lemon, juice of',\n",
       "   'mushrooms',\n",
       "   'salt and pepper'}],\n",
       " ['116449',\n",
       "  {'baby spinach',\n",
       "   'birds eye chiles',\n",
       "   'boneless skinless chicken breast',\n",
       "   'cherry tomatoes',\n",
       "   'chicken stock',\n",
       "   'fresh basil',\n",
       "   'fresh ginger',\n",
       "   'garlic',\n",
       "   'ground coriander',\n",
       "   'lemons, juice and zest of',\n",
       "   'lime wedges',\n",
       "   'limes, juice and zest of',\n",
       "   'portabella mushrooms',\n",
       "   'thai fish sauce'}],\n",
       " ['24760',\n",
       "  {'diced tomatoes',\n",
       "   'frozen peas and carrot',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'salt and pepper',\n",
       "   'water'}],\n",
       " ['261888', {'amaretto', 'vanilla vodka'}],\n",
       " ['133328',\n",
       "  {'bread flour',\n",
       "   'butter',\n",
       "   'cornstarch',\n",
       "   'crushed pineapple',\n",
       "   'dry yeast',\n",
       "   'egg yolk',\n",
       "   'salt',\n",
       "   'shredded coconut',\n",
       "   'sugar',\n",
       "   'warm water'}],\n",
       " ['196614',\n",
       "  {'black pepper',\n",
       "   'cheddar cheese',\n",
       "   'heavy cream',\n",
       "   'kosher salt',\n",
       "   'parmesan cheese',\n",
       "   'potato',\n",
       "   'sweet onion'}],\n",
       " ['238453', {'beer', 'bisquick', 'egg'}],\n",
       " ['23078',\n",
       "  {'butter',\n",
       "   'compressed yeast',\n",
       "   'egg',\n",
       "   'egg yolks',\n",
       "   'flour',\n",
       "   'fresh lemon rind',\n",
       "   'glace pineapple',\n",
       "   'icing sugar',\n",
       "   'milk',\n",
       "   'mixed peel',\n",
       "   'oil',\n",
       "   'rum',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'sultana',\n",
       "   'water'}],\n",
       " ['67142', {'butter', 'flour', 'milk', 'peaches', 'sugar'}],\n",
       " ['484624',\n",
       "  {'barbecue sauce',\n",
       "   'cayenne',\n",
       "   'dry mustard',\n",
       "   'ginger ale',\n",
       "   'light brown sugar',\n",
       "   'onion',\n",
       "   'paprika',\n",
       "   'pepper',\n",
       "   'pork butt',\n",
       "   'salt',\n",
       "   'sugar'}],\n",
       " ['97968',\n",
       "  {'garlic',\n",
       "   'green onions',\n",
       "   'hot chili oil',\n",
       "   'natural-style peanut butter',\n",
       "   'rice wine',\n",
       "   'soy sauce',\n",
       "   'spaghetti',\n",
       "   'sugar'}],\n",
       " ['87640',\n",
       "  {'bread',\n",
       "   'bulk sausage',\n",
       "   'canned mushrooms',\n",
       "   'chicken broth',\n",
       "   'condensed mushroom soup',\n",
       "   'egg',\n",
       "   'onion',\n",
       "   'salt and pepper'}],\n",
       " ['413910',\n",
       "  {'ground cinnamon',\n",
       "   \"i can't believe it's not butter spread\",\n",
       "   'rolled oats',\n",
       "   'splenda brown sugar blend',\n",
       "   'vanilla',\n",
       "   'water'}],\n",
       " ['154187',\n",
       "  {'cauliflower florets',\n",
       "   'green onion',\n",
       "   'ranch salad dressing',\n",
       "   'salt and pepper'}],\n",
       " ['327979', {'honeydew melon', 'papaya', 'pineapple'}],\n",
       " ['196319',\n",
       "  {'bacon',\n",
       "   'broccoli',\n",
       "   'mayonnaise',\n",
       "   'miracle whip',\n",
       "   'red onion',\n",
       "   'sharp cheddar cheese',\n",
       "   'sugar',\n",
       "   'vinegar'}],\n",
       " ['184785',\n",
       "  {'cheddar cheese',\n",
       "   'hot chili peppers',\n",
       "   'hot chili sauce',\n",
       "   'hot dog buns',\n",
       "   'hot dogs',\n",
       "   'lettuce'}],\n",
       " ['15255',\n",
       "  {'beef brisket',\n",
       "   'celery',\n",
       "   'cola',\n",
       "   'garlic',\n",
       "   'hot water',\n",
       "   'ketchup',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'onion soup mix',\n",
       "   'paprika',\n",
       "   'salt',\n",
       "   'spaghetti sauce mix'}],\n",
       " ['344648',\n",
       "  {'chocolate chips',\n",
       "   'flaked coconut',\n",
       "   'sweetened condensed milk',\n",
       "   'vanilla'}],\n",
       " ['438092',\n",
       "  {'basil',\n",
       "   'diced tomatoes',\n",
       "   'fresh okra',\n",
       "   'garlic',\n",
       "   'onion',\n",
       "   'tomato sauce'}],\n",
       " ['265262',\n",
       "  {'beef stock',\n",
       "   'dried basil',\n",
       "   'extra virgin olive oil',\n",
       "   'garlic',\n",
       "   'ground cinnamon',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'whole tomatoes'}],\n",
       " ['247277',\n",
       "  {'basmati rice',\n",
       "   'carrot',\n",
       "   'cilantro',\n",
       "   'curry paste',\n",
       "   'hot chicken stock',\n",
       "   'red onions',\n",
       "   'sunflower oil',\n",
       "   'turkey'}],\n",
       " ['190891',\n",
       "  {'butter',\n",
       "   'chorizo sausages',\n",
       "   'egg',\n",
       "   'olive oil',\n",
       "   'plain flour',\n",
       "   'salt',\n",
       "   'water'}],\n",
       " ['449891',\n",
       "  {'apples',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'flour',\n",
       "   'rolled oats',\n",
       "   'salt'}],\n",
       " ['163005',\n",
       "  {'breadcrumbs',\n",
       "   'brown sugar',\n",
       "   'chili sauce',\n",
       "   'egg',\n",
       "   'ground beef',\n",
       "   'lemon juice',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'water',\n",
       "   'whole berry cranberry sauce'}],\n",
       " ['473002',\n",
       "  {'bacon',\n",
       "   'beef stock',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'diced tomatoes',\n",
       "   'dijon mustard',\n",
       "   'dill pickle relish',\n",
       "   'fresh ground pepper',\n",
       "   'garlic',\n",
       "   'kitchen twine',\n",
       "   'red wine',\n",
       "   'round steaks',\n",
       "   'salt',\n",
       "   'vegetable oil',\n",
       "   'yellow onions'}],\n",
       " ['32088',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'dark brown sugar',\n",
       "   'egg whites',\n",
       "   'plain fat-free yogurt',\n",
       "   'powdered sugar',\n",
       "   'unsweetened cocoa',\n",
       "   'vanilla'}],\n",
       " ['286681',\n",
       "  {'celery',\n",
       "   'cranberries',\n",
       "   'crushed pineapple',\n",
       "   'hot water',\n",
       "   'lemon jell-o gelatin',\n",
       "   'pecans',\n",
       "   'sugar'}],\n",
       " ['361328',\n",
       "  {'ground cardamom',\n",
       "   'olive oil',\n",
       "   'rice vermicelli',\n",
       "   'rose water',\n",
       "   'saffron',\n",
       "   'sugar',\n",
       "   'water'}],\n",
       " ['376660',\n",
       "  {'chicken breast fillets',\n",
       "   'chicken stock',\n",
       "   'chili',\n",
       "   'coconut cream',\n",
       "   'curry',\n",
       "   'fresh coriander',\n",
       "   'garlic',\n",
       "   'ginger',\n",
       "   'ground coriander',\n",
       "   'ground cumin',\n",
       "   'ground turmeric',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'tomato paste'}],\n",
       " ['285666',\n",
       "  {'active dry yeast', 'bread flour', 'canola oil', 'salt', 'sugar', 'water'}],\n",
       " ['159527',\n",
       "  {'baking potatoes',\n",
       "   'butter',\n",
       "   'fresh chives',\n",
       "   'garlic',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'soft fresh goat cheese',\n",
       "   'sour cream'}],\n",
       " ['220237',\n",
       "  {'almond extract',\n",
       "   'baking powder',\n",
       "   'chocolate chips',\n",
       "   'cocoa',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'maraschino cherry',\n",
       "   'maraschino cherry juice',\n",
       "   'pecans',\n",
       "   'pure vanilla extract',\n",
       "   'rum extract',\n",
       "   'salt',\n",
       "   'sugar'}],\n",
       " ['375362',\n",
       "  {'butter', 'creamed corn', 'egg', 'jiffy corn muffin mix', 'sugar'}],\n",
       " ['75408',\n",
       "  {'chicken base',\n",
       "   'garlic powder',\n",
       "   'kosher salt',\n",
       "   'msg',\n",
       "   'potassium chloride',\n",
       "   'water'}],\n",
       " ['196548',\n",
       "  {'basil leaves',\n",
       "   'black pepper',\n",
       "   'cream',\n",
       "   'salt',\n",
       "   'sweet unsalted butter',\n",
       "   'tomato juice',\n",
       "   'whole canned tomatoes'}],\n",
       " ['399709',\n",
       "  {'all-purpose flour',\n",
       "   'boneless skinless chicken thighs',\n",
       "   'cilantro',\n",
       "   'dried chipotle powder',\n",
       "   'garlic',\n",
       "   'green chilies',\n",
       "   'ground coriander',\n",
       "   'ground cumin',\n",
       "   'lime juice',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'vegetable oil',\n",
       "   'white kidney beans'}],\n",
       " ['217296',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   'beer',\n",
       "   'butter',\n",
       "   'caraway seed',\n",
       "   'cracked pepper',\n",
       "   'egg',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sugar'}],\n",
       " ['55809',\n",
       "  {'candy sprinkles',\n",
       "   'decorative candies',\n",
       "   'egg',\n",
       "   'flaked coconut',\n",
       "   'lemon cake mix',\n",
       "   'miniature chocolate chip',\n",
       "   'vegetable oil'}],\n",
       " ['198660',\n",
       "  {'butter',\n",
       "   'cayenne powder',\n",
       "   'cream of mushroom soup',\n",
       "   'frozen peas',\n",
       "   'imitation crabmeat',\n",
       "   'marsala wine',\n",
       "   'milk',\n",
       "   'mushroom',\n",
       "   'parsley',\n",
       "   'salt and pepper',\n",
       "   'sour cream',\n",
       "   'wide egg noodles'}],\n",
       " ['121107', {'carrot', 'frozen peas', 'spaghetti sauce', 'wax bean'}],\n",
       " ['98478',\n",
       "  {'carrot',\n",
       "   'chicken gravy mix',\n",
       "   'onion',\n",
       "   'water',\n",
       "   'white wine',\n",
       "   'whole chickens'}],\n",
       " ['420409',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'herman starter',\n",
       "   'light brown sugar',\n",
       "   'pecans',\n",
       "   'salt',\n",
       "   'vegetable oil'}],\n",
       " ['393667',\n",
       "  {'heavy cream',\n",
       "   'semi-sweet chocolate chips',\n",
       "   'sweetened condensed milk',\n",
       "   'unsweetened baking chocolate',\n",
       "   'wooden stick'}],\n",
       " ['106902', {'cinnamon stick', 'honey'}],\n",
       " ['435816',\n",
       "  {'bread flour',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'dry milk',\n",
       "   'egg',\n",
       "   \"fleischmann's active dry yeast\",\n",
       "   'ground cinnamon',\n",
       "   'heavy cream',\n",
       "   'imitation vanilla',\n",
       "   'karo light corn syrup',\n",
       "   'pecans',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'warm water'}],\n",
       " ['134086', {'chocolate milk', 'instant chocolate pudding mix', 'vanilla'}],\n",
       " ['246617',\n",
       "  {'baby spinach leaves',\n",
       "   'chicken stock',\n",
       "   'cooked chicken',\n",
       "   'medium-grain white rice',\n",
       "   'olive oil',\n",
       "   'salt & freshly ground black pepper',\n",
       "   'white wine',\n",
       "   'yellow pepper'}],\n",
       " ['221942',\n",
       "  {'cinnamon',\n",
       "   'milk',\n",
       "   'nutmeg',\n",
       "   'raisins',\n",
       "   'rice',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['21816',\n",
       "  {'beef broth',\n",
       "   'eggplant',\n",
       "   'flour',\n",
       "   'fresh parsley',\n",
       "   'garlic',\n",
       "   'ground lamb',\n",
       "   'margarine',\n",
       "   'of fresh mint',\n",
       "   'onion',\n",
       "   'reduced-fat feta cheese',\n",
       "   'reduced-sodium beef broth',\n",
       "   'skim milk'}],\n",
       " ['198073',\n",
       "  {'egg',\n",
       "   'garlic powder',\n",
       "   'hot pork sausage',\n",
       "   'pizza sauce',\n",
       "   'refrigerated pie crusts'}],\n",
       " ['169105',\n",
       "  {'all-purpose flour',\n",
       "   'artificial sweetener',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'bananas',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'unsweetened applesauce',\n",
       "   'vanilla'}],\n",
       " ['258868',\n",
       "  {'allspice',\n",
       "   'brown sugar',\n",
       "   'celery seed',\n",
       "   'clove',\n",
       "   'dry mustard',\n",
       "   'green tomatoes',\n",
       "   'lemon',\n",
       "   'mustard seeds',\n",
       "   'onion',\n",
       "   'peppercorn',\n",
       "   'pickling salt',\n",
       "   'red sweet peppers',\n",
       "   'white vinegar'}],\n",
       " ['15063',\n",
       "  {'boneless skinless chicken breasts',\n",
       "   'carrot',\n",
       "   'cream of chicken soup',\n",
       "   'dry fettuccine',\n",
       "   'fat free chicken broth',\n",
       "   'water'}],\n",
       " ['202949',\n",
       "  {'bacon grease',\n",
       "   'beau monde seasoning',\n",
       "   'black pepper',\n",
       "   'cayenne pepper',\n",
       "   'fresh mushrooms',\n",
       "   'head of cabbage',\n",
       "   'margarine',\n",
       "   'onion',\n",
       "   'pam cooking spray',\n",
       "   'salt',\n",
       "   'seasoning salt'}],\n",
       " ['454944',\n",
       "  {'active dry yeast',\n",
       "   'bread flour',\n",
       "   'butter',\n",
       "   'cayenne',\n",
       "   'celery salt',\n",
       "   'chili powder',\n",
       "   'cornstarch',\n",
       "   'fish',\n",
       "   'flour',\n",
       "   'garlic powder',\n",
       "   'lemon juice',\n",
       "   'milk',\n",
       "   'oil',\n",
       "   'onion powder',\n",
       "   'pepper',\n",
       "   'potato',\n",
       "   'salt',\n",
       "   'sugar'}],\n",
       " ['497150',\n",
       "  {'all-purpose flour',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'granulated sugar',\n",
       "   'ground cinnamon',\n",
       "   'quick oats',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'vanilla'}],\n",
       " ['202840',\n",
       "  {'butter',\n",
       "   'cool whip topping',\n",
       "   'gingersnap cookie',\n",
       "   'ice',\n",
       "   'lemon jell-o gelatin',\n",
       "   'lemon peel',\n",
       "   'lemons, juice of',\n",
       "   'water'}],\n",
       " ['392350',\n",
       "  {'balsamic vinegar',\n",
       "   'fresh rosemary',\n",
       "   'garlic',\n",
       "   'nonstick cooking spray',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'zucchini'}],\n",
       " ['184214',\n",
       "  {'basil',\n",
       "   'breadcrumbs',\n",
       "   'caraway seed',\n",
       "   'egg',\n",
       "   'fennel seed',\n",
       "   'ground meat substitute',\n",
       "   'milk',\n",
       "   'minced garlic cloves',\n",
       "   'oregano',\n",
       "   'parmesan cheese',\n",
       "   'parsley',\n",
       "   'pine nuts'}],\n",
       " ['99065',\n",
       "  {'basil',\n",
       "   'boneless chicken breast halves',\n",
       "   'butter',\n",
       "   'dried parsley',\n",
       "   'green onion',\n",
       "   'oregano',\n",
       "   'parmesan cheese',\n",
       "   'seasoned bread crumbs',\n",
       "   'swiss cheese',\n",
       "   'white wine'}],\n",
       " ['325657',\n",
       "  {'bay leaf',\n",
       "   'black cardamom pod',\n",
       "   'black cumin',\n",
       "   'black peppercorns',\n",
       "   'cinnamon',\n",
       "   'clove',\n",
       "   'coriander',\n",
       "   'cumin',\n",
       "   'fennel',\n",
       "   'green cardamoms',\n",
       "   'ground red chili pepper',\n",
       "   'ground turmeric',\n",
       "   'mace',\n",
       "   'star anise'}],\n",
       " ['49737',\n",
       "  {'black beans',\n",
       "   'boiling water',\n",
       "   'celery ribs',\n",
       "   'chicken bouillon cubes',\n",
       "   'cornstarch',\n",
       "   'cumin',\n",
       "   'garlic',\n",
       "   'lemon, juice of',\n",
       "   'onion',\n",
       "   'red bell pepper',\n",
       "   'salt'}],\n",
       " ['15202',\n",
       "  {'bacon',\n",
       "   'double cream',\n",
       "   'garlic',\n",
       "   'gruyere cheese',\n",
       "   'olive oil',\n",
       "   'parsley',\n",
       "   'red potatoes',\n",
       "   'salt and black pepper'}],\n",
       " ['15211', {'butter', 'potato', 'salt and black pepper'}],\n",
       " ['15209',\n",
       "  {'butter', 'onion', 'parsley', 'pork fat', 'potato', 'salt and pepper'}],\n",
       " ['187601',\n",
       "  {'basil leaves',\n",
       "   'extra virgin olive oil',\n",
       "   'fresh basil leaves',\n",
       "   'fresh ground black pepper',\n",
       "   'garlic',\n",
       "   'green tomato',\n",
       "   'pine nuts',\n",
       "   'sea salt',\n",
       "   'zucchini'}],\n",
       " ['37796',\n",
       "  {'all-purpose flour',\n",
       "   'brown sugar',\n",
       "   'dark corn syrup',\n",
       "   'ground cinnamon',\n",
       "   'ground nutmeg',\n",
       "   'nonfat milk',\n",
       "   'orange zest',\n",
       "   'raisins',\n",
       "   'sugar',\n",
       "   'table salt',\n",
       "   'vegetable oil',\n",
       "   'yeast'}],\n",
       " ['218687',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'buttermilk',\n",
       "   'dried fruit',\n",
       "   'granulated sugar',\n",
       "   'half-and-half',\n",
       "   'light butter',\n",
       "   'old fashioned oats',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'wheat flour'}],\n",
       " ['127048',\n",
       "  {'brown sugar',\n",
       "   'ground allspice',\n",
       "   'ground cinnamon',\n",
       "   'ground ginger',\n",
       "   'onion',\n",
       "   'rhubarb',\n",
       "   'salt',\n",
       "   'seedless raisins',\n",
       "   'vinegar'}],\n",
       " ['26420',\n",
       "  {'catsup',\n",
       "   'horseradish',\n",
       "   'lemon juice',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'worcestershire sauce'}],\n",
       " ['142215', {'butter', 'corn', 'fresh cilantro', 'green onion', 'tomato'}],\n",
       " ['426696',\n",
       "  {'cannellini beans',\n",
       "   'capicola',\n",
       "   'carrot',\n",
       "   'chicken broth',\n",
       "   'diced tomatoes',\n",
       "   'ditalini',\n",
       "   'garlic',\n",
       "   'italian seasoning',\n",
       "   'olive oil',\n",
       "   'parmesan cheese',\n",
       "   'salt and pepper',\n",
       "   'tomato sauce',\n",
       "   'water'}],\n",
       " ['157808',\n",
       "  {'blackstrap molasses',\n",
       "   'cinnamon',\n",
       "   'ground flax seeds',\n",
       "   'honey',\n",
       "   'nutmeg',\n",
       "   'oil',\n",
       "   'rolled oats',\n",
       "   'salt',\n",
       "   'sugar-free applesauce',\n",
       "   'vanilla',\n",
       "   'wheat germ',\n",
       "   'whole wheat pastry flour'}],\n",
       " ['229979',\n",
       "  {'all-purpose flour',\n",
       "   'butter',\n",
       "   \"confectioners' sugar\",\n",
       "   'nuts',\n",
       "   'salt',\n",
       "   'vanilla',\n",
       "   'vanilla caramels'}],\n",
       " ['128830',\n",
       "  {'bay leaves',\n",
       "   'diced tomatoes',\n",
       "   'extra virgin olive oil',\n",
       "   'fresh oregano',\n",
       "   'fresh parsley',\n",
       "   'fresh sweet basil leaves',\n",
       "   'fresh thyme',\n",
       "   'garlic',\n",
       "   'ground black pepper',\n",
       "   'hot pepper flakes',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'tomato paste',\n",
       "   'water'}],\n",
       " ['128840',\n",
       "  {'black pepper',\n",
       "   'fresh breadcrumb',\n",
       "   'fresh parsley',\n",
       "   'garlic',\n",
       "   'ground chuck',\n",
       "   'onion',\n",
       "   'parmesan cheese',\n",
       "   'salt',\n",
       "   'sweet basil',\n",
       "   'water'}],\n",
       " ['436082',\n",
       "  {'all-purpose white flour',\n",
       "   'flour',\n",
       "   'fresh ginger',\n",
       "   'frozen peas',\n",
       "   'garam masala',\n",
       "   'ground coriander',\n",
       "   'ground roasted cumin seeds',\n",
       "   'lemon juice',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'parsley',\n",
       "   'potato',\n",
       "   'salt',\n",
       "   'unsalted butter',\n",
       "   'vegetable oil'}],\n",
       " ['407659',\n",
       "  {'cayenne powder',\n",
       "   'chili powder',\n",
       "   'cumin',\n",
       "   'dried pinto beans',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'salt',\n",
       "   'vegetable bouillon granules',\n",
       "   'water'}],\n",
       " ['87289',\n",
       "  {'bread',\n",
       "   'butter',\n",
       "   'chicken broth',\n",
       "   'dry sherry',\n",
       "   'flour',\n",
       "   'fresh mushrooms',\n",
       "   'green pepper',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'parsley',\n",
       "   'pork chops',\n",
       "   'poultry seasoning',\n",
       "   'salt'}],\n",
       " ['432965',\n",
       "  {'carrot',\n",
       "   'corn kernel',\n",
       "   'egg',\n",
       "   'garlic',\n",
       "   'green onions',\n",
       "   'ground pepper',\n",
       "   'peas',\n",
       "   'salt',\n",
       "   'soy sauce',\n",
       "   'vegetable oil',\n",
       "   'white rice'}],\n",
       " ['266021',\n",
       "  {'beef bouillon',\n",
       "   'chili powder',\n",
       "   'chopped tomato',\n",
       "   'garlic',\n",
       "   'green bell pepper',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'rice',\n",
       "   'salt',\n",
       "   'water'}],\n",
       " ['215290',\n",
       "  {'basil',\n",
       "   'fat-free cottage cheese',\n",
       "   'garlic',\n",
       "   'lasagna noodles',\n",
       "   'mild salsa',\n",
       "   'mozzarella cheese',\n",
       "   'mushrooms',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'parmesan cheese',\n",
       "   'parsley flakes',\n",
       "   'stewed tomatoes',\n",
       "   'thyme',\n",
       "   'tomato paste',\n",
       "   'veggie crumbles'}],\n",
       " ['147286',\n",
       "  {'butter',\n",
       "   'chocolate chips',\n",
       "   'golden syrup',\n",
       "   'nuts',\n",
       "   'porridge oats',\n",
       "   'raisins',\n",
       "   'sugar'}],\n",
       " ['407471',\n",
       "  {'baking powder',\n",
       "   'bananas',\n",
       "   'butter',\n",
       "   'canola oil',\n",
       "   'duncan hines butter cake mix',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'sugar',\n",
       "   'water'}],\n",
       " ['367828',\n",
       "  {'butter',\n",
       "   'chicken broth',\n",
       "   'cilantro',\n",
       "   'garlic',\n",
       "   'green chilies',\n",
       "   'lime juice',\n",
       "   'onion',\n",
       "   'rice',\n",
       "   'salt'}],\n",
       " ['367823',\n",
       "  {'buttermilk',\n",
       "   'cayenne pepper',\n",
       "   'cilantro',\n",
       "   'garlic',\n",
       "   'jalapeno',\n",
       "   'lime juice',\n",
       "   'mayonnaise',\n",
       "   'ranch dressing mix',\n",
       "   'salt',\n",
       "   'scallions',\n",
       "   'sour cream',\n",
       "   'tomatillos'}],\n",
       " ['349331',\n",
       "  {'cream cheese',\n",
       "   'green onion',\n",
       "   'kielbasa',\n",
       "   'mayonnaise',\n",
       "   'milk',\n",
       "   'parmesan cheese',\n",
       "   'sour cream',\n",
       "   'worcestershire sauce'}],\n",
       " ['429248',\n",
       "  {'bow tie pasta',\n",
       "   'green pepper',\n",
       "   'italian dressing',\n",
       "   'italian plum tomatoes',\n",
       "   'parmesan cheese',\n",
       "   'parsley',\n",
       "   'pepper',\n",
       "   'pepperoni',\n",
       "   'red kidney beans'}],\n",
       " ['483908',\n",
       "  {'black tea bags',\n",
       "   'cardamom pods',\n",
       "   'cinnamon stick',\n",
       "   'ginger',\n",
       "   'milk',\n",
       "   'nutmeg',\n",
       "   'water',\n",
       "   'whole cloves'}],\n",
       " ['154007',\n",
       "  {'all-purpose flour',\n",
       "   'bay leaf',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'chicken broth',\n",
       "   'cooked chicken',\n",
       "   'cornstarch',\n",
       "   'dried thyme',\n",
       "   'egg',\n",
       "   'fresh mushrooms',\n",
       "   'fresh peas',\n",
       "   'frozen puff pastry',\n",
       "   'heavy cream',\n",
       "   'idaho potatoes',\n",
       "   'sea salt & fresh black pepper',\n",
       "   'shallots',\n",
       "   'unsalted butter',\n",
       "   'water'}],\n",
       " ['187210',\n",
       "  {'black pepper',\n",
       "   'cayenne',\n",
       "   'dried oregano',\n",
       "   'garlic powder',\n",
       "   'paprika',\n",
       "   'salt'}],\n",
       " ['218967',\n",
       "  {'all-purpose flour',\n",
       "   'breadcrumbs',\n",
       "   'butter',\n",
       "   'cornstarch',\n",
       "   'dried oregano',\n",
       "   'egg whites',\n",
       "   'marinara sauce',\n",
       "   'mozzarella string cheese',\n",
       "   'salt',\n",
       "   'water'}],\n",
       " ['140610',\n",
       "  {'apple',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'carrot',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'ginger',\n",
       "   'hodgson mill multi-grain hot cereal',\n",
       "   'milk',\n",
       "   'nutmeg',\n",
       "   'nuts',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'unbleached white flour',\n",
       "   'vanilla',\n",
       "   'vegetable oil'}],\n",
       " ['79736',\n",
       "  {'almond extract',\n",
       "   'cinnamon stick',\n",
       "   'cranberry juice cocktail',\n",
       "   'dark rum',\n",
       "   'ginger ale',\n",
       "   'lemon juice',\n",
       "   'maraschino cherries',\n",
       "   'orange',\n",
       "   'orange juice',\n",
       "   'rum',\n",
       "   'unsweetened pineapple juice'}],\n",
       " ['230686',\n",
       "  {'cool whip lite',\n",
       "   'cornstarch',\n",
       "   'honey',\n",
       "   'lemon juice',\n",
       "   'lemon rind',\n",
       "   'unsweetened pineapple juice'}],\n",
       " ['470837',\n",
       "  {'balsamic vinegar',\n",
       "   'basil',\n",
       "   'butter',\n",
       "   'extra virgin olive oil',\n",
       "   'fettuccine',\n",
       "   'flat leaf parsley',\n",
       "   'garlic',\n",
       "   'lemon juice',\n",
       "   'pine nuts',\n",
       "   'romano cheese',\n",
       "   'tomato'}],\n",
       " ['483029', {'almonds', 'milk chocolate chips', 'raisins', 'shortening'}],\n",
       " ['422277',\n",
       "  {'egg',\n",
       "   'jalapeno',\n",
       "   'lean ground beef',\n",
       "   'margarine',\n",
       "   'mozzarella cheese',\n",
       "   'pasta sauce',\n",
       "   'red pepper',\n",
       "   'ricotta cheese',\n",
       "   'romano cheese',\n",
       "   'salt and pepper',\n",
       "   'spaghetti'}],\n",
       " ['392181',\n",
       "  {'boiling water',\n",
       "   'butter',\n",
       "   'cake mix',\n",
       "   'cold water',\n",
       "   'cream cheese',\n",
       "   'egg yolks',\n",
       "   'flour',\n",
       "   'granulated sugar',\n",
       "   'heavy cream',\n",
       "   'semi-sweet chocolate chips',\n",
       "   'unflavored gelatin',\n",
       "   'vanilla',\n",
       "   'white chocolate chips'}],\n",
       " ['468143',\n",
       "  {\"baker's semi-sweet baking chocolate\",\n",
       "   'oreo cookies',\n",
       "   'philadelphia cream cheese'}],\n",
       " ['344503',\n",
       "  {'butter',\n",
       "   'cocoa powder',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'icing sugar',\n",
       "   'salt',\n",
       "   'soft cream cheese',\n",
       "   'vanilla',\n",
       "   'walnuts',\n",
       "   'white sugar'}],\n",
       " ['362654',\n",
       "  {'balsamic vinegar',\n",
       "   'bell pepper',\n",
       "   'honey mustard',\n",
       "   'ranch dressing',\n",
       "   'salt and pepper'}],\n",
       " ['157657',\n",
       "  {'baby portabella mushrooms',\n",
       "   'butter',\n",
       "   'chicken breast',\n",
       "   'chicken broth',\n",
       "   'crepes',\n",
       "   'flour',\n",
       "   'fresh black pepper',\n",
       "   'garlic',\n",
       "   'instant minced garlic',\n",
       "   'olive oil',\n",
       "   'sea salt',\n",
       "   'shallot',\n",
       "   'sharp cheddar cheese'}],\n",
       " ['468652',\n",
       "  {'cinnamon sticks',\n",
       "   'milk',\n",
       "   'nutmeg',\n",
       "   'pumpkin pie spice',\n",
       "   'pure vanilla extract',\n",
       "   'sugar'}],\n",
       " ['251800', {'chocolate-covered peanuts', 'pretzel'}],\n",
       " ['423369', {'bread', 'butter', 'mixed spice', 'sugar', 'vanilla powder'}],\n",
       " ['374703',\n",
       "  {'baby spinach leaves',\n",
       "   'bell peppers',\n",
       "   'black olives',\n",
       "   'chive blossoms',\n",
       "   'green onions',\n",
       "   'green peas',\n",
       "   'mint leaf',\n",
       "   'strawberries',\n",
       "   'vinaigrette'}],\n",
       " ['370567', {'cheese', 'flour tortilla'}],\n",
       " ['100837', {'brut champagne', 'grenadine', 'pineapple juice'}],\n",
       " ['368257',\n",
       "  {'black pepper',\n",
       "   'dried basil',\n",
       "   'dried parsley',\n",
       "   'dried thyme',\n",
       "   'garlic',\n",
       "   'garlic salt',\n",
       "   'honey',\n",
       "   'horseradish mustard',\n",
       "   'lemon',\n",
       "   'olive oil'}],\n",
       " ['365158',\n",
       "  {'alfredo sauce',\n",
       "   'egg',\n",
       "   'fresh parsley',\n",
       "   'parmesan cheese',\n",
       "   'part-skim mozzarella cheese',\n",
       "   'ricotta cheese',\n",
       "   'romano cheese',\n",
       "   'sour cream',\n",
       "   'ziti pasta'}],\n",
       " ['484526',\n",
       "  {'aluminum foil',\n",
       "   'bacon',\n",
       "   'baking potatoes',\n",
       "   'butter',\n",
       "   'chives',\n",
       "   'margarine',\n",
       "   'oil',\n",
       "   'shortening',\n",
       "   'sour cream'}],\n",
       " ['118801',\n",
       "  {'baking soda',\n",
       "   'egg whites',\n",
       "   'fat free sour cream',\n",
       "   'flour',\n",
       "   'lemons, rind of',\n",
       "   'light cream cheese',\n",
       "   'mixed berries',\n",
       "   'sugar'}],\n",
       " ['146093',\n",
       "  {'butter',\n",
       "   'carnation evaporated milk',\n",
       "   'celery salt',\n",
       "   'colby cheese',\n",
       "   'egg',\n",
       "   'elbow macaroni',\n",
       "   'kraft macaroni and cheese',\n",
       "   'monterey jack cheese',\n",
       "   'onion powder',\n",
       "   'salt and pepper',\n",
       "   'seasoned bread crumbs',\n",
       "   'sharp cheddar cheese',\n",
       "   'vegetable seasoning',\n",
       "   'velveeta cheese'}],\n",
       " ['269443',\n",
       "  {'black pepper',\n",
       "   'cheddar cheese',\n",
       "   'garlic powder',\n",
       "   'jalapeno pepper',\n",
       "   'milk',\n",
       "   'paprika',\n",
       "   'salt'}],\n",
       " ['286484',\n",
       "  {'banana', 'ground nutmeg', 'plain yogurt', 'pure vanilla extract'}],\n",
       " ['303978',\n",
       "  {'bacon',\n",
       "   'barbecue sauce',\n",
       "   'honey',\n",
       "   'ketchup',\n",
       "   'light brown sugar',\n",
       "   'onion',\n",
       "   'pickapeppa sauce',\n",
       "   'pinto beans'}],\n",
       " ['323492',\n",
       "  {'cheddar cheese',\n",
       "   'cooked bacon',\n",
       "   'egg',\n",
       "   'fresh parsley',\n",
       "   'milk',\n",
       "   'parmesan cheese'}],\n",
       " ['283618', {'boiling water', 'gelatin', 'sugar-free jello'}],\n",
       " ['480558', {'bananas', 'honey', 'peanut butter'}],\n",
       " ['416980',\n",
       "  {'basil',\n",
       "   'bay leaves',\n",
       "   'carrot',\n",
       "   'celery ribs',\n",
       "   'garlic',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'red pepper flakes',\n",
       "   'spinach',\n",
       "   'tomato',\n",
       "   'vegetable broth'}],\n",
       " ['391705',\n",
       "  {'broccoli',\n",
       "   'cabbage',\n",
       "   'carrot',\n",
       "   'garlic',\n",
       "   'lemon juice',\n",
       "   'onion',\n",
       "   'parsley',\n",
       "   'pepper',\n",
       "   'red bell pepper',\n",
       "   'salt',\n",
       "   'swiss chard',\n",
       "   'thyme',\n",
       "   'vegetable broth',\n",
       "   'zucchini'}],\n",
       " ['176996',\n",
       "  {'cilantro',\n",
       "   'cucumber',\n",
       "   'green onion',\n",
       "   'jalapenos',\n",
       "   'lime',\n",
       "   'salt and pepper',\n",
       "   'sugar',\n",
       "   'watermelon'}],\n",
       " ['249911',\n",
       "  {'carbonated lemon-lime beverage', 'orange juice', 'orange-infused vodka'}],\n",
       " ['255928', {'bananas', 'egg', 'pineapple sherbet', 'strawberry cake mix'}],\n",
       " ['236346', {'butter', 'milk', 'pepper', 'potato', 'salt'}],\n",
       " ['316669',\n",
       "  {'bay leaves',\n",
       "   'coffee',\n",
       "   'garlic',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'pork roast',\n",
       "   'soy sauce',\n",
       "   'vegetable oil'}],\n",
       " ['190411',\n",
       "  {'fast rising yeast',\n",
       "   'flour',\n",
       "   'garlic',\n",
       "   'green bell pepper',\n",
       "   'italian sausage',\n",
       "   'italian seasoning',\n",
       "   'mozzarella cheese',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'parmesan cheese',\n",
       "   'pepperoni',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'tomato sauce',\n",
       "   'water'}],\n",
       " ['316221',\n",
       "  {'brown sugar',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'corn syrup',\n",
       "   'egg',\n",
       "   'fast rising yeast',\n",
       "   'flour',\n",
       "   'half-and-half cream',\n",
       "   'oil',\n",
       "   'powdered sugar',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'water'}],\n",
       " ['444002',\n",
       "  {'bread flour',\n",
       "   'butter',\n",
       "   'coconut extract',\n",
       "   'egg',\n",
       "   'ground ginger',\n",
       "   'instant potato flakes',\n",
       "   'milk',\n",
       "   'pineapple juice',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'yeast'}],\n",
       " ['290187',\n",
       "  {'baking powder',\n",
       "   'cocoa powder',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'oil',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['112386',\n",
       "  {'fat-free refried beans',\n",
       "   'flour tortillas',\n",
       "   'hot taco sauce',\n",
       "   'taco cheese'}],\n",
       " ['11361', {'oil', 'sausage'}],\n",
       " ['248676',\n",
       "  {'ham', 'mozzarella cheese', 'pepperoni', 'provolone cheese', 'tortilla'}],\n",
       " ['359972',\n",
       "  {'allspice',\n",
       "   'brown sugar',\n",
       "   'honey',\n",
       "   'milk',\n",
       "   'no-sugar-added peanut butter',\n",
       "   'raisin bran cereal',\n",
       "   'rolled oats',\n",
       "   'vanilla',\n",
       "   'wheat germ'}],\n",
       " ['427872',\n",
       "  {'brown sugar',\n",
       "   'cocoa powder',\n",
       "   'honey',\n",
       "   'instant oats',\n",
       "   'orange juice',\n",
       "   'peanut butter',\n",
       "   'shredded wheat cereal'}],\n",
       " ['357474',\n",
       "  {'butter', 'cocoa', 'coconut', 'milk', 'oats', 'sugar', 'vanilla'}],\n",
       " ['29935',\n",
       "  {'baking soda',\n",
       "   'cocoa',\n",
       "   'flour',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'vegetable oil',\n",
       "   'vinegar',\n",
       "   'water'}],\n",
       " ['459738',\n",
       "  {'all-bran cereal',\n",
       "   'black pepper',\n",
       "   'cayenne pepper',\n",
       "   'dill pickle slices',\n",
       "   'liquid egg substitute',\n",
       "   'panko breadcrumbs',\n",
       "   'ranch dressing mix',\n",
       "   'thousand island dressing'}],\n",
       " ['458929',\n",
       "  {'fat-free mayonnaise',\n",
       "   'frozen chopped spinach',\n",
       "   'greek yogurt',\n",
       "   'instant minced onion',\n",
       "   'soup mix',\n",
       "   'water'}],\n",
       " ['458729',\n",
       "  {'asparagus', 'chives', 'lemon juice', 'olive oil', 'pepper', 'salt'}],\n",
       " ['447710', {'baby carrots', 'kielbasa', 'onion', 'potato'}],\n",
       " ['374271',\n",
       "  {'bacon',\n",
       "   'cheddar cheese',\n",
       "   'frozen potato wedges',\n",
       "   'garlic',\n",
       "   'green onions',\n",
       "   'mashed potatoes',\n",
       "   'parmesan cheese',\n",
       "   'salt and black pepper',\n",
       "   'sour cream'}],\n",
       " ['187843',\n",
       "  {'cottage cheese',\n",
       "   'garlic',\n",
       "   'ground beef',\n",
       "   'italian seasoning',\n",
       "   'lasagna noodles',\n",
       "   'marinara sauce',\n",
       "   'mozzarella cheese',\n",
       "   'zucchini'}],\n",
       " ['78123',\n",
       "  {'accent seasoning',\n",
       "   'chili beans',\n",
       "   'chili powder',\n",
       "   'cinnamon',\n",
       "   'cumin',\n",
       "   'diced tomatoes',\n",
       "   'garlic',\n",
       "   'green bell pepper',\n",
       "   'ground beef',\n",
       "   'honey',\n",
       "   'jalapeno peppers',\n",
       "   'salt',\n",
       "   'sweet onion',\n",
       "   'thyme'}],\n",
       " ['420931',\n",
       "  {'egg',\n",
       "   'feta',\n",
       "   'fresh flat-leaf parsley',\n",
       "   'fresh ground black pepper',\n",
       "   'garlic',\n",
       "   'ground turkey',\n",
       "   'kosher salt',\n",
       "   'plain breadcrumbs',\n",
       "   'sun-dried tomato',\n",
       "   'whole milk'}],\n",
       " ['111198',\n",
       "  {'baking powder',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'honey',\n",
       "   'slivered almonds',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['276330', {'biscuit mix', 'ground pork', 'sharp cheddar cheese'}],\n",
       " ['103811',\n",
       "  {'cheddar cheese',\n",
       "   'cream of mushroom soup',\n",
       "   'extra lean ground beef',\n",
       "   'frozen tater tots'}],\n",
       " ['56719',\n",
       "  {'cooking wine', 'soy sauce', 'spareribs', 'sugar', 'vinegar', 'water'}],\n",
       " ['164636', {'egg', 'flour', 'water'}],\n",
       " ['58321', {'all-bran cereal', 'water'}],\n",
       " ['100864',\n",
       "  {'apples', 'brown sugar', 'butter', 'cinnamon', 'flour', 'nutmeg', 'oats'}],\n",
       " ['332651',\n",
       "  {'balsamic vinegar',\n",
       "   'fresh rosemary',\n",
       "   'garlic',\n",
       "   'onion',\n",
       "   'red wine',\n",
       "   'roasting chickens',\n",
       "   'salt and pepper'}],\n",
       " ['146767', {'baking powder', 'flour', 'milk', 'oil', 'salt'}],\n",
       " ['102895', {'black beans', 'cumin', 'green chilies', 'thick & chunky salsa'}],\n",
       " ['33246', {'beer', 'self rising flour', 'sugar'}],\n",
       " ['14881',\n",
       "  {'boneless skinless chicken breast half',\n",
       "   'frozen green beans',\n",
       "   'frozen mixed vegetables',\n",
       "   'hot pepper sauce',\n",
       "   'olive oil'}],\n",
       " ['493178',\n",
       "  {'chicken stock',\n",
       "   'cooked chicken breasts',\n",
       "   'dijon mustard',\n",
       "   'frozen mixed vegetables',\n",
       "   'garlic',\n",
       "   'green onion',\n",
       "   'hot pepper sauce',\n",
       "   'instant rice',\n",
       "   'lemon juice',\n",
       "   'liquid honey'}],\n",
       " ['302498',\n",
       "  {'cheddar cheese',\n",
       "   'chili without beans',\n",
       "   'corn tortillas',\n",
       "   'diced onion',\n",
       "   'ground turkey',\n",
       "   'tomato sauce'}],\n",
       " ['13805',\n",
       "  {'honey',\n",
       "   'oil',\n",
       "   'rolled oats',\n",
       "   'sunflower seeds',\n",
       "   'vanilla',\n",
       "   'walnuts',\n",
       "   'wheat germ'}],\n",
       " ['378067', {'black beans', 'lean ground turkey', 'mexican rice', 'mexicorn'}],\n",
       " ['164100',\n",
       "  {'dried thyme',\n",
       "   'egg',\n",
       "   'frozen broccoli florets',\n",
       "   'frozen hash brown potatoes',\n",
       "   'milk',\n",
       "   'mozzarella cheese',\n",
       "   'mushrooms',\n",
       "   'onion powder',\n",
       "   'pepper'}],\n",
       " ['266081',\n",
       "  {'broccoli',\n",
       "   'chicken stock',\n",
       "   'green cabbage',\n",
       "   'red potatoes',\n",
       "   'salt and pepper',\n",
       "   'soybeans'}],\n",
       " ['206648', {'cool whip', 'jell-o chocolate pudding and pie filling', 'milk'}],\n",
       " ['207897',\n",
       "  {'beef broth',\n",
       "   'chicken broth',\n",
       "   'cooked chicken',\n",
       "   'creole seasoning',\n",
       "   'french onion soup',\n",
       "   'fresh cilantro',\n",
       "   'green bell pepper',\n",
       "   'hot sauce',\n",
       "   'long-grain rice',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'smoked sausage'}],\n",
       " ['320454',\n",
       "  {'all-purpose flour',\n",
       "   'brown sugar',\n",
       "   'cinnamon',\n",
       "   'cornstarch',\n",
       "   'evaporated skim milk',\n",
       "   'margarine',\n",
       "   'nonstick cooking spray',\n",
       "   'nutmeg',\n",
       "   'pancake mix',\n",
       "   'peach nectar',\n",
       "   'peaches',\n",
       "   'pineapple juice',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['377326',\n",
       "  {'ground flax seeds', 'natural-style peanut butter', 'sugar substitute'}],\n",
       " ['216873',\n",
       "  {'cheese',\n",
       "   'chili with beans',\n",
       "   'instant rice',\n",
       "   'salsa',\n",
       "   'tortillas',\n",
       "   'water'}],\n",
       " ['407947',\n",
       "  {'7-up soda',\n",
       "   'cooked noodles',\n",
       "   'flank steaks',\n",
       "   'green bell pepper',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'salt and pepper',\n",
       "   'tomato soup'}],\n",
       " ['389672',\n",
       "  {'almond extract',\n",
       "   'baking powder',\n",
       "   'butter',\n",
       "   \"confectioners' sugar\",\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'pie filling',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['111072',\n",
       "  {'butter',\n",
       "   'egg',\n",
       "   'milk',\n",
       "   'pure vanilla extract',\n",
       "   'self-rising flour',\n",
       "   'sugar'}],\n",
       " ['165438',\n",
       "  {'all-purpose flour',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'cream of tartar',\n",
       "   'egg',\n",
       "   'orange juice',\n",
       "   'raisins',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['80411',\n",
       "  {'all-purpose flour',\n",
       "   'baking powder',\n",
       "   \"confectioners' sugar\",\n",
       "   'dark brown sugar',\n",
       "   'egg',\n",
       "   'granulated sugar',\n",
       "   'milk',\n",
       "   'unsalted butter',\n",
       "   'vanilla'}],\n",
       " ['149243',\n",
       "  {'coconut extract',\n",
       "   'coconut milk',\n",
       "   'egg',\n",
       "   'egg whites',\n",
       "   'frozen coconut',\n",
       "   'margarine',\n",
       "   'milk',\n",
       "   'self-rising flour',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'water'}],\n",
       " ['247646',\n",
       "  {'all-purpose flour',\n",
       "   'butter',\n",
       "   'chocolate chips',\n",
       "   'egg',\n",
       "   'granulated sugar',\n",
       "   'nuts',\n",
       "   'unsweetened chocolate',\n",
       "   'vanilla'}],\n",
       " ['256535',\n",
       "  {'all-purpose flour',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'cooking spray',\n",
       "   'fast rising yeast',\n",
       "   'karo light corn syrup',\n",
       "   'pecans',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'water'}],\n",
       " ['267159',\n",
       "  {'butter',\n",
       "   'fast rise yeast',\n",
       "   'flour',\n",
       "   'hot fudge',\n",
       "   'milk',\n",
       "   'powdered sugar',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'water'}],\n",
       " ['401283',\n",
       "  {'all-purpose flour',\n",
       "   'cooking spray',\n",
       "   'fast rising yeast',\n",
       "   'five cheese blend',\n",
       "   'fresh mozzarella cheese',\n",
       "   'italian herb seasoning',\n",
       "   'olive oil',\n",
       "   'pizza sauce',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'water'}],\n",
       " ['165274',\n",
       "  {'bananas',\n",
       "   'low-fat milk',\n",
       "   'popsicle molds',\n",
       "   'sugar-free instant chocolate pudding mix',\n",
       "   'sugar-free instant vanilla pudding mix'}],\n",
       " ['211938',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'brown sugar',\n",
       "   'cinnamon',\n",
       "   'cloves',\n",
       "   'egg',\n",
       "   'nutmeg',\n",
       "   'plain fat-free yogurt',\n",
       "   'pumpkin puree',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'unsweetened applesauce',\n",
       "   'wheat flour'}],\n",
       " ['217180',\n",
       "  {'carrot',\n",
       "   'celery',\n",
       "   'cider vinegar',\n",
       "   'dry lentils',\n",
       "   'ground black pepper',\n",
       "   'ham soup base',\n",
       "   'liquid smoke',\n",
       "   'onion',\n",
       "   'oregano flakes',\n",
       "   'salt',\n",
       "   'smoked ham',\n",
       "   'tabasco sauce',\n",
       "   'water',\n",
       "   'worcestershire sauce'}],\n",
       " ['47924',\n",
       "  {'carrot',\n",
       "   'celery',\n",
       "   'garlic',\n",
       "   'great northern beans',\n",
       "   'ham',\n",
       "   'ham stock',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'tomato sauce',\n",
       "   'vegetable oil'}],\n",
       " ['418500', {'bananas', 'nuts'}],\n",
       " ['137296', {'apples', 'cheese slice', 'whole wheat tortillas'}],\n",
       " ['428566',\n",
       "  {'cinnamon', 'frozen blueberries', 'low fat cottage cheese', 'vanilla'}],\n",
       " ['533190',\n",
       "  {'avocado',\n",
       "   'bacon',\n",
       "   'basil',\n",
       "   'cheese',\n",
       "   'cooking spray',\n",
       "   'egg',\n",
       "   'english muffin',\n",
       "   'milk',\n",
       "   'pepper',\n",
       "   'red pepper flakes',\n",
       "   'salt',\n",
       "   'tomato'}],\n",
       " ['291956',\n",
       "  {'chili powder',\n",
       "   'currants',\n",
       "   'curry powder',\n",
       "   'garlic powder',\n",
       "   'green peas',\n",
       "   'ground coriander',\n",
       "   'ground cumin',\n",
       "   'ground ginger',\n",
       "   'light coconut milk',\n",
       "   'red pepper',\n",
       "   'sugar',\n",
       "   'tri-color spiral pasta',\n",
       "   'vegetable broth'}],\n",
       " ['385464', {'1% low-fat milk', 'raisins', 'sushi rice', 'vanilla'}],\n",
       " ['385460', {'arborio rice', 'chicken stock', 'onion'}],\n",
       " ['172373',\n",
       "  {'carrot',\n",
       "   'celery',\n",
       "   'chicken broth',\n",
       "   'cooked chicken',\n",
       "   'cooked rice',\n",
       "   'fresh parsley',\n",
       "   'garbanzo beans',\n",
       "   'green beans',\n",
       "   'green peas',\n",
       "   'hot pepper flakes',\n",
       "   'mushroom',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'salt and pepper',\n",
       "   'zucchini'}],\n",
       " ['12983',\n",
       "  {'baking powder',\n",
       "   'boiling water',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'nutmeg',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sugar'}],\n",
       " ['240165',\n",
       "  {'baking powder',\n",
       "   'chocolate chips',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'margarine',\n",
       "   'shortening',\n",
       "   'sugar',\n",
       "   'unsweetened cocoa powder',\n",
       "   'vanilla'}],\n",
       " ['344373',\n",
       "  {'dill pickle',\n",
       "   'ground beef',\n",
       "   'ice cube',\n",
       "   \"lawry's seasoned salt\",\n",
       "   'lettuce leaf',\n",
       "   'mild cheddar cheese',\n",
       "   'red onion',\n",
       "   'sourdough hamburger buns',\n",
       "   'tomato',\n",
       "   'yellow onion'}],\n",
       " ['348965',\n",
       "  {'10 bean soup mix',\n",
       "   'canola oil',\n",
       "   'carrot',\n",
       "   'celery ribs',\n",
       "   'diced tomatoes',\n",
       "   'fat-free low-sodium chicken broth',\n",
       "   'frozen corn',\n",
       "   'frozen green beans',\n",
       "   'garlic',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'vegetable broth',\n",
       "   'water'}],\n",
       " ['478546',\n",
       "  {'baking powder',\n",
       "   'dutch-processed cocoa powder',\n",
       "   'egg whites',\n",
       "   'honey',\n",
       "   'salt',\n",
       "   'shirataki noodles'}],\n",
       " ['168663',\n",
       "  {'brewed coffee',\n",
       "   'half-and-half',\n",
       "   'nesquik no-sugar-added chocolate powder'}],\n",
       " ['40228',\n",
       "  {'bay leaf',\n",
       "   'extra virgin olive oil',\n",
       "   'fresh ground pepper',\n",
       "   'garlic',\n",
       "   'roast',\n",
       "   'sea salt'}],\n",
       " ['433667',\n",
       "  {'brown sugar',\n",
       "   'egg',\n",
       "   'flax seed',\n",
       "   'gluten flour',\n",
       "   'grain cereal',\n",
       "   'ice cubes',\n",
       "   'instant yeast',\n",
       "   'oil',\n",
       "   'salt',\n",
       "   'water',\n",
       "   'whole wheat flour'}],\n",
       " ['351229',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'buttermilk',\n",
       "   'egg',\n",
       "   'multi-grain hot cereal',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'unbleached white flour'}],\n",
       " ['169849',\n",
       "  {'butter',\n",
       "   'crisp rice cereal',\n",
       "   'egg',\n",
       "   'maple extract',\n",
       "   'sugar',\n",
       "   'ten-grain pancake mix'}],\n",
       " ['365138',\n",
       "  {'black pepper',\n",
       "   'corn',\n",
       "   'lean ground chuck',\n",
       "   'low-sodium cream of mushroom soup',\n",
       "   'onion',\n",
       "   'peas',\n",
       "   'potato',\n",
       "   'salt',\n",
       "   'water'}],\n",
       " ['459089',\n",
       "  {'cauliflower',\n",
       "   'celery',\n",
       "   'cooked bacon',\n",
       "   'frozen peas',\n",
       "   'green pepper',\n",
       "   'head iceberg lettuce',\n",
       "   'italian seasoning',\n",
       "   'mayonnaise',\n",
       "   'parmesan cheese',\n",
       "   'red onion'}],\n",
       " ['255985',\n",
       "  {'basil',\n",
       "   'cream cheese',\n",
       "   'diced onion',\n",
       "   'diced tomatoes',\n",
       "   'garlic',\n",
       "   'italian sausage',\n",
       "   'italian seasoning',\n",
       "   'lasagna noodle',\n",
       "   'mozzarella cheese',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'parmesan cheese',\n",
       "   'ricotta cheese',\n",
       "   'sugar',\n",
       "   'tomato sauce',\n",
       "   'wine'}],\n",
       " ['244971',\n",
       "  {'egg yolk',\n",
       "   'low fat cottage cheese',\n",
       "   'low-fat sour cream',\n",
       "   'parmesan cheese',\n",
       "   'plain flour',\n",
       "   'prawns',\n",
       "   'seafood cocktail sauce',\n",
       "   'shallots'}],\n",
       " ['39169',\n",
       "  {'dried fish flakes',\n",
       "   'egg',\n",
       "   'green onion',\n",
       "   'sake',\n",
       "   'soft silken tofu',\n",
       "   'soy sauce',\n",
       "   'sugar',\n",
       "   'water'}],\n",
       " ['248672',\n",
       "  {'cabbage',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'vegetable bouillon cubes',\n",
       "   'water',\n",
       "   'white onion'}],\n",
       " ['88740',\n",
       "  {'baking powder',\n",
       "   'boiling water',\n",
       "   'butter',\n",
       "   'cocoa',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['121344',\n",
       "  {'apple juice',\n",
       "   'butter',\n",
       "   'cognac',\n",
       "   'fuji apples',\n",
       "   'golden delicious apples',\n",
       "   'ground cinnamon',\n",
       "   'honey'}],\n",
       " ['176593',\n",
       "  {'french vanilla yogurt',\n",
       "   'fresh blueberries',\n",
       "   'sherry wine',\n",
       "   'sponge cakes'}],\n",
       " ['132955',\n",
       "  {'condensed chicken broth', 'minute rice', 'salsa', 'velveeta cheese'}],\n",
       " ['402246',\n",
       "  {'boiling water',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'cocoa',\n",
       "   'desiccated coconut',\n",
       "   'milk',\n",
       "   'paper',\n",
       "   'salt',\n",
       "   'self-raising flour',\n",
       "   'sugar',\n",
       "   'vanilla essence'}],\n",
       " ['83417',\n",
       "  {'all-purpose flour',\n",
       "   'butter',\n",
       "   'evaporated milk',\n",
       "   'mushrooms',\n",
       "   'onion',\n",
       "   'seasoning salt',\n",
       "   'water'}],\n",
       " ['94547',\n",
       "  {'cream of spinach soup mix',\n",
       "   'frozen chopped spinach',\n",
       "   'milk',\n",
       "   'nutmeg',\n",
       "   'pepper'}],\n",
       " ['262768',\n",
       "  {'cherry pie filling',\n",
       "   'cool whip',\n",
       "   'jello instant vanilla pudding mix',\n",
       "   'vanilla wafers'}],\n",
       " ['390932',\n",
       "  {'bread flour',\n",
       "   'fast rise yeast',\n",
       "   'hot water',\n",
       "   'kosher salt',\n",
       "   'olive oil',\n",
       "   'sugar'}],\n",
       " ['287573',\n",
       "  {'cool whip',\n",
       "   'cream cheese',\n",
       "   'german sweet chocolate',\n",
       "   'graham cracker crust',\n",
       "   'milk',\n",
       "   'sugar'}],\n",
       " ['310869',\n",
       "  {'frozen cheese ravioli',\n",
       "   'frozen chopped spinach',\n",
       "   'mozzarella cheese',\n",
       "   'parmesan cheese',\n",
       "   'pasta sauce'}],\n",
       " ['163492',\n",
       "  {'dijon mustard',\n",
       "   'green olives',\n",
       "   'pickle',\n",
       "   'plain fat-free yogurt',\n",
       "   'potato',\n",
       "   'salad dressing',\n",
       "   'spicy mustard'}],\n",
       " ['8606',\n",
       "  {'garlic',\n",
       "   'mushroom',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'parsley',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'tomato',\n",
       "   'worcestershire sauce'}],\n",
       " ['181656',\n",
       "  {'chicken broth',\n",
       "   'cornstarch',\n",
       "   'diced tomatoes',\n",
       "   'frozen green pea',\n",
       "   'garlic',\n",
       "   'minute rice',\n",
       "   'oil',\n",
       "   'pepperoni',\n",
       "   'small shrimp',\n",
       "   'tabasco sauce'}],\n",
       " ['389560',\n",
       "  {'cheddar cheese',\n",
       "   'cream cheese',\n",
       "   'crescent roll dough',\n",
       "   'italian seasoning',\n",
       "   'pepperoni'}],\n",
       " ['85434', {'chocolate candy bars', 'gummy worms', 'marshmallows'}],\n",
       " ['90499',\n",
       "  {'bacon bits',\n",
       "   'boneless skinless chicken breast halves',\n",
       "   'garlic powder',\n",
       "   'green onion',\n",
       "   'mexican blend cheese',\n",
       "   'salt',\n",
       "   'sliced mushrooms',\n",
       "   'vegetable oil'}],\n",
       " ['272869',\n",
       "  {'egg',\n",
       "   'golden syrup',\n",
       "   'lemon zest',\n",
       "   'milk',\n",
       "   'self raising flour',\n",
       "   'sugar',\n",
       "   'unsalted butter',\n",
       "   'vanilla essence'}],\n",
       " ['57203',\n",
       "  {'boneless skinless chicken breasts',\n",
       "   'carrot',\n",
       "   'chicken broth',\n",
       "   'cooked rice',\n",
       "   'corn oil',\n",
       "   'cornstarch',\n",
       "   'garlic',\n",
       "   'light brown sugar',\n",
       "   'red bell pepper',\n",
       "   'rice wine vinegar',\n",
       "   'scallion',\n",
       "   'sesame oil',\n",
       "   'soy sauce',\n",
       "   'zucchini'}],\n",
       " ['429838',\n",
       "  {'butter',\n",
       "   'crushed tomatoes',\n",
       "   'dried oregano',\n",
       "   'fresh basil',\n",
       "   'garlic',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'sugar'}],\n",
       " ['289559',\n",
       "  {'flour tortillas',\n",
       "   'olive oil',\n",
       "   'red pepper',\n",
       "   'salsa',\n",
       "   'soy sauce',\n",
       "   'taco seasoning',\n",
       "   'textured vegetable protein',\n",
       "   'water'}],\n",
       " ['349293',\n",
       "  {'beef bouillon concentrate',\n",
       "   'cayenne',\n",
       "   'cheddar cheese',\n",
       "   'cherry tomatoes',\n",
       "   'chili powder',\n",
       "   'cumin',\n",
       "   'diced onion',\n",
       "   'nutritional yeast flakes',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'paprika',\n",
       "   'red pepper',\n",
       "   'taco sauce',\n",
       "   'taco seasoning',\n",
       "   'textured vegetable protein',\n",
       "   'tortillas',\n",
       "   'water'}],\n",
       " ['509443',\n",
       "  {'bottled garlic',\n",
       "   'butter',\n",
       "   'chicken breast halves',\n",
       "   'corn flakes',\n",
       "   'dry ranch dressing mix',\n",
       "   'parmesan cheese'}],\n",
       " ['423880', {'mango nectar', 'plain yogurt'}],\n",
       " ['127184',\n",
       "  {'butter',\n",
       "   'chocolate chips',\n",
       "   'crunchy peanut butter',\n",
       "   'graham crackers',\n",
       "   'powdered sugar'}],\n",
       " ['131582',\n",
       "  {'dried onion',\n",
       "   'garlic powder',\n",
       "   'mayonnaise',\n",
       "   'prepared horseradish',\n",
       "   'prepared yellow mustard',\n",
       "   'ranch dressing mix',\n",
       "   'sour cream',\n",
       "   'sugar'}],\n",
       " ['141738',\n",
       "  {'flour', 'oil', 'salt', 'spices', 'sugar', 'warm water', 'yeast'}],\n",
       " ['470575',\n",
       "  {'basil',\n",
       "   'beans',\n",
       "   'black pepper',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'chicken stock',\n",
       "   'garlic',\n",
       "   'green bell pepper',\n",
       "   'ham hock',\n",
       "   'onion',\n",
       "   'red bell pepper',\n",
       "   'smoked turkey',\n",
       "   'tomato'}],\n",
       " ['180817',\n",
       "  {'active dry yeast',\n",
       "   'egg',\n",
       "   'oil',\n",
       "   'orange rind',\n",
       "   'salt',\n",
       "   'unbleached all-purpose flour',\n",
       "   'water',\n",
       "   'whole grain breakfast cereal'}],\n",
       " ['133326',\n",
       "  {'beef bouillon granules',\n",
       "   'cream cheese',\n",
       "   'four-cheese mexican blend cheese',\n",
       "   'garlic',\n",
       "   'green giant sliced mushrooms',\n",
       "   'hamburger',\n",
       "   'italian seasoning',\n",
       "   'macaroni noodles',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'ragu parmesan and romano spaghetti sauce',\n",
       "   'salt and pepper',\n",
       "   'sour cream'}],\n",
       " ['359203',\n",
       "  {'fresh lemon juice',\n",
       "   'garlic',\n",
       "   'halibut fillets',\n",
       "   'herbs',\n",
       "   'lemon zest',\n",
       "   'old bay seasoning',\n",
       "   'olive oil',\n",
       "   'unsalted butter'}],\n",
       " ['185088',\n",
       "  {'garlic powder',\n",
       "   'italian seasoning',\n",
       "   'mozzarella cheese',\n",
       "   'parmesan cheese',\n",
       "   'ragu tomato sauce',\n",
       "   'ricotta cheese',\n",
       "   'water',\n",
       "   'ziti pasta'}],\n",
       " ['215039',\n",
       "  {'all-purpose flour',\n",
       "   'blue cheese',\n",
       "   'cayenne pepper',\n",
       "   'hot pepper sauce',\n",
       "   'large shrimp',\n",
       "   'lemon juice',\n",
       "   'low-fat mayonnaise',\n",
       "   'low-fat milk',\n",
       "   'low-fat sour cream',\n",
       "   'olive oil',\n",
       "   'parsley',\n",
       "   'salt',\n",
       "   'unsalted butter'}],\n",
       " ['133481',\n",
       "  {'mozzarella cheese',\n",
       "   'olive oil',\n",
       "   'parmesan cheese',\n",
       "   'pasta sauce',\n",
       "   'pepperoni',\n",
       "   'pizza dough',\n",
       "   'ricotta cheese'}],\n",
       " ['513963',\n",
       "  {'heavy cream',\n",
       "   'lime juice',\n",
       "   'lime zest',\n",
       "   'ritz crackers',\n",
       "   'sweetened condensed milk'}],\n",
       " ['300960',\n",
       "  {'crushed tomatoes',\n",
       "   'diced tomatoes',\n",
       "   'fresh ground pepper',\n",
       "   'garlic',\n",
       "   'italian seasoning',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'sugar'}],\n",
       " ['98213',\n",
       "  {'broccoli floret',\n",
       "   'fresh parsley',\n",
       "   'green onions',\n",
       "   'pork tenderloin',\n",
       "   'pork-flavored ramen noodles',\n",
       "   'red bell pepper',\n",
       "   'soy sauce',\n",
       "   'vegetable oil',\n",
       "   'water'}],\n",
       " ['531143',\n",
       "  {'bean sprouts',\n",
       "   'cherry tomatoes',\n",
       "   'cilantro',\n",
       "   'crunchy peanut butter',\n",
       "   'dark brown sugar',\n",
       "   'fish sauce',\n",
       "   'lime slice',\n",
       "   'lime, zest of',\n",
       "   'roasted peanuts',\n",
       "   'sambal oelek chili paste',\n",
       "   'shrimp',\n",
       "   'thai rice noodles',\n",
       "   'vegetable oil'}],\n",
       " ['213395',\n",
       "  {'cannellini beans',\n",
       "   'chicken broth',\n",
       "   'extra virgin olive oil',\n",
       "   'french bread',\n",
       "   'fresh basil',\n",
       "   'fresh ground pepper',\n",
       "   'garlic',\n",
       "   'marinara sauce',\n",
       "   'parmesan cheese',\n",
       "   'roasted red peppers'}],\n",
       " ['286624', {'crisco shortening', 'red food coloring', 'white chocolate'}],\n",
       " ['27060',\n",
       "  {'butter',\n",
       "   'dry milk',\n",
       "   'fast rise yeast',\n",
       "   'gluten',\n",
       "   'honey',\n",
       "   'molasses',\n",
       "   'salt',\n",
       "   'water',\n",
       "   'wheat bread flour'}],\n",
       " ['82530',\n",
       "  {'active dry yeast',\n",
       "   'butter',\n",
       "   'light brown sugar',\n",
       "   'milk',\n",
       "   'salt',\n",
       "   'warm water',\n",
       "   'white flour',\n",
       "   'whole wheat flour'}],\n",
       " ['334201',\n",
       "  {'baking soda',\n",
       "   'cinnamon',\n",
       "   'egg beaters egg substitute',\n",
       "   'skim milk',\n",
       "   'splenda granular',\n",
       "   'vanilla',\n",
       "   'whole wheat flour'}],\n",
       " ['358003', {'cinnamon', 'raisins', 'rolled oats', 'water'}],\n",
       " ['482111', {'1% low-fat milk', 'brewed coffee', 'sugar', 'vanilla'}],\n",
       " ['286807',\n",
       "  {'applesauce',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   'banana',\n",
       "   'brown sugar',\n",
       "   'egg beaters egg substitute',\n",
       "   'peaches',\n",
       "   'unbleached flour',\n",
       "   'vanilla'}],\n",
       " ['457730',\n",
       "  {'butter',\n",
       "   'creamy peanut butter',\n",
       "   'molasses',\n",
       "   'quick oats',\n",
       "   'raw sugar',\n",
       "   'skim milk',\n",
       "   'vanilla protein powder'}],\n",
       " ['127743',\n",
       "  {'baking soda',\n",
       "   'brown sugar',\n",
       "   'coconut',\n",
       "   'cooking oil',\n",
       "   'cream of tartar',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'margarine',\n",
       "   'quick oatmeal',\n",
       "   'rice krispies',\n",
       "   'salt',\n",
       "   'vanilla',\n",
       "   'white sugar'}],\n",
       " ['368029',\n",
       "  {'boneless leg of lamb',\n",
       "   'garlic',\n",
       "   'of fresh mint',\n",
       "   'sugar',\n",
       "   'vinegar',\n",
       "   'white wine'}],\n",
       " ['135933',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'buttermilk',\n",
       "   'egg whites',\n",
       "   'egg yolks',\n",
       "   'flour',\n",
       "   'salt',\n",
       "   'sugar'}],\n",
       " ['126072', {'flour', 'milk', 'salt', 'shortening', 'vinegar'}],\n",
       " ['20238', {'butter', 'egg', 'flour', 'milk', 'salt', 'sharp cheddar cheese'}],\n",
       " ['129377',\n",
       "  {'brown sugar',\n",
       "   'egg',\n",
       "   'evaporated milk',\n",
       "   'flour',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'unbaked pie shells',\n",
       "   'vanilla'}],\n",
       " ['402119',\n",
       "  {'all-purpose flour',\n",
       "   'cold water',\n",
       "   'egg',\n",
       "   'salt',\n",
       "   'vegetable shortening',\n",
       "   'white sugar'}],\n",
       " ['289509',\n",
       "  {'chili-garlic sauce',\n",
       "   'cold water',\n",
       "   'fish sauce',\n",
       "   'garlic',\n",
       "   'limes, juice of',\n",
       "   'white sugar',\n",
       "   'white vinegar'}],\n",
       " ['417632',\n",
       "  {'apple juice',\n",
       "   'baking powder',\n",
       "   'banana',\n",
       "   'canned corn',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'egg whites',\n",
       "   'ground cinnamon',\n",
       "   'ground nutmeg',\n",
       "   'instant oats',\n",
       "   'vanilla sugar',\n",
       "   'walnuts'}],\n",
       " ['151775',\n",
       "  {'cracked wheat',\n",
       "   'egg',\n",
       "   'fast-rising active dry yeast',\n",
       "   'honey',\n",
       "   'milk',\n",
       "   'oil',\n",
       "   'salt',\n",
       "   'stone ground whole wheat flour',\n",
       "   'warm water'}],\n",
       " ['83703',\n",
       "  {'boneless skinless chicken breasts',\n",
       "   'butter',\n",
       "   'dried oregano',\n",
       "   'dry breadcrumbs',\n",
       "   'paprika',\n",
       "   'parmesan cheese',\n",
       "   'parsley flakes',\n",
       "   'pepper',\n",
       "   'salt'}],\n",
       " ['239306',\n",
       "  {'bean sprouts',\n",
       "   'cherry tomatoes',\n",
       "   'fresh cilantro',\n",
       "   'lebanese cucumbers',\n",
       "   'limes, juice of',\n",
       "   'mung bean sprouts',\n",
       "   'of fresh mint',\n",
       "   'olive oil',\n",
       "   'raw cashews',\n",
       "   'sesame oil',\n",
       "   'shoyu',\n",
       "   'snow pea sprouts',\n",
       "   'snow peas',\n",
       "   'yellow bell pepper'}],\n",
       " ['89434',\n",
       "  {'active dry yeast',\n",
       "   'extra virgin olive oil',\n",
       "   'salt',\n",
       "   'semolina',\n",
       "   'sugar',\n",
       "   'warm water'}],\n",
       " ['468112',\n",
       "  {'almond milk',\n",
       "   'bread machine yeast',\n",
       "   'brown sugar',\n",
       "   'olive oil',\n",
       "   'salt',\n",
       "   'spelt flour'}],\n",
       " ['458576',\n",
       "  {'honey',\n",
       "   'instant yeast',\n",
       "   'oil',\n",
       "   'table salt',\n",
       "   'water',\n",
       "   'whole wheat flour'}],\n",
       " ['146813',\n",
       "  {'active dry yeast',\n",
       "   'buckwheat flour',\n",
       "   'gluten',\n",
       "   'honey',\n",
       "   'salt',\n",
       "   'soy flour',\n",
       "   'warm water',\n",
       "   'whole wheat flour'}],\n",
       " ['181106',\n",
       "  {'dry active yeast',\n",
       "   'honey',\n",
       "   'hot water',\n",
       "   'molasses',\n",
       "   'olive oil',\n",
       "   'salt',\n",
       "   'whole grain wheat flour'}],\n",
       " ['632',\n",
       "  {'baking soda',\n",
       "   'blueberries',\n",
       "   'buttermilk',\n",
       "   'egg whites',\n",
       "   'honey',\n",
       "   'vegetable oil',\n",
       "   'whole wheat flour'}],\n",
       " ['6652',\n",
       "  {'dry active yeast',\n",
       "   'milk',\n",
       "   'molasses',\n",
       "   'salt',\n",
       "   'shortening',\n",
       "   'sugar',\n",
       "   'water',\n",
       "   'whole wheat flour'}],\n",
       " ['292147',\n",
       "  {'buttermilk',\n",
       "   'dry active yeast',\n",
       "   'egg',\n",
       "   'gluten',\n",
       "   'honey',\n",
       "   'margarine',\n",
       "   'salt',\n",
       "   'whole wheat flour'}],\n",
       " ['221429',\n",
       "  {'honey',\n",
       "   'margarine',\n",
       "   'molasses',\n",
       "   'powdered milk',\n",
       "   'salt',\n",
       "   'water',\n",
       "   'whole wheat flour',\n",
       "   'yeast'}],\n",
       " ['139353',\n",
       "  {'dry milk',\n",
       "   'fast rising yeast',\n",
       "   'oil',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vital wheat gluten',\n",
       "   'warm water',\n",
       "   'whole wheat flour'}],\n",
       " ['470360',\n",
       "  {'egg',\n",
       "   'oat bran',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vegetable oil',\n",
       "   'vital wheat gluten',\n",
       "   'water',\n",
       "   'wheat germ',\n",
       "   'white whole wheat flour',\n",
       "   'whole wheat flour',\n",
       "   'yeast'}],\n",
       " ['418387',\n",
       "  {'kosher salt',\n",
       "   'vital wheat gluten',\n",
       "   'warm water',\n",
       "   'whole wheat flour',\n",
       "   'yeast'}],\n",
       " ['382300',\n",
       "  {'applesauce',\n",
       "   'egg',\n",
       "   'honey',\n",
       "   'salt',\n",
       "   'water',\n",
       "   'whole wheat flour',\n",
       "   'yeast'}],\n",
       " ['223872',\n",
       "  {'canola oil',\n",
       "   'egg',\n",
       "   'honey',\n",
       "   'instant yeast',\n",
       "   'salt',\n",
       "   'vital wheat gluten',\n",
       "   'water',\n",
       "   'whole wheat flour'}],\n",
       " ['218671',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'canola oil',\n",
       "   'egg whites',\n",
       "   'flax seed meal',\n",
       "   'granulated sugar',\n",
       "   'low-fat buttermilk',\n",
       "   'salt',\n",
       "   'whole wheat flour'}],\n",
       " ['430121',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'cinnamon',\n",
       "   'honey',\n",
       "   'salt',\n",
       "   'turbinado sugar',\n",
       "   'vanilla',\n",
       "   'water',\n",
       "   'whole wheat flour'}],\n",
       " ['268681',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'low-fat buttermilk',\n",
       "   'molasses',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'whole wheat flour'}],\n",
       " ['151328',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'canola oil',\n",
       "   'egg',\n",
       "   'fruit',\n",
       "   'low-fat milk',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'whole wheat flour'}],\n",
       " ['203134',\n",
       "  {'baking powder',\n",
       "   'brown sugar',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'milk',\n",
       "   'peanut butter',\n",
       "   'salt',\n",
       "   'whole wheat flour'}],\n",
       " ['436030',\n",
       "  {'honey',\n",
       "   'instant yeast',\n",
       "   'olive oil',\n",
       "   'salt',\n",
       "   'water',\n",
       "   'whole wheat flour'}],\n",
       " ['320924',\n",
       "  {'egg',\n",
       "   'honey',\n",
       "   'olive oil',\n",
       "   'salt',\n",
       "   'water',\n",
       "   'whole wheat flour',\n",
       "   'yeast'}],\n",
       " ['220503',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'butter',\n",
       "   'gluten',\n",
       "   'kosher salt',\n",
       "   'milk',\n",
       "   'sour cream',\n",
       "   'whole wheat flour'}],\n",
       " ['336323',\n",
       "  {'baking powder',\n",
       "   'cinnamon',\n",
       "   'cocoa powder',\n",
       "   'egg',\n",
       "   'fruit',\n",
       "   'molasses',\n",
       "   'oatmeal',\n",
       "   'oil',\n",
       "   'powdered eggs',\n",
       "   'powdered milk',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'water',\n",
       "   'whole wheat flour'}],\n",
       " ['325137',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'cinnamon',\n",
       "   'egg',\n",
       "   'nuts',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'vegetable oil',\n",
       "   'whole wheat flour',\n",
       "   'zucchini'}],\n",
       " ['486979',\n",
       "  {'cooking oil',\n",
       "   'honey',\n",
       "   'instant yeast',\n",
       "   'table salt',\n",
       "   'water',\n",
       "   'whole wheat flour'}],\n",
       " ['22774',\n",
       "  {'all-purpose flour',\n",
       "   'baking soda',\n",
       "   'bananas',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'nuts',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['79425',\n",
       "  {'butter',\n",
       "   'caramels',\n",
       "   'chocolate cake mix',\n",
       "   'chocolate chips',\n",
       "   'evaporated milk',\n",
       "   'nuts'}],\n",
       " ['213681',\n",
       "  {'baking soda',\n",
       "   'bananas',\n",
       "   'canola oil',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'walnuts'}],\n",
       " ['121712', {'cream cheese', 'thousand island dressing'}],\n",
       " ['155344',\n",
       "  {'chili sauce', 'mayonnaise', 'onion powder', 'sweet pickle relish'}],\n",
       " ['175339',\n",
       "  {'baking soda',\n",
       "   'brown sugar',\n",
       "   'chocolate chips',\n",
       "   'cream of tartar',\n",
       "   'egg',\n",
       "   'flaked coconut',\n",
       "   'flour',\n",
       "   'margarine',\n",
       "   'oil',\n",
       "   'rice krispies',\n",
       "   'rolled oats',\n",
       "   'vanilla',\n",
       "   'white sugar'}],\n",
       " ['72600',\n",
       "  {'baby spinach',\n",
       "   'bacon',\n",
       "   'buttermilk',\n",
       "   'fresh lemon juice',\n",
       "   'garlic',\n",
       "   'hardboiled egg',\n",
       "   'mushrooms',\n",
       "   'plain yogurt',\n",
       "   'sugar',\n",
       "   'unsalted sunflower seeds',\n",
       "   'white pepper'}],\n",
       " ['50614',\n",
       "  {'bacon',\n",
       "   'cauliflower',\n",
       "   'cherry tomatoes',\n",
       "   'fresh broccoli',\n",
       "   'fresh mushrooms',\n",
       "   'frozen peas',\n",
       "   'green pepper',\n",
       "   'italian seasoning',\n",
       "   'lettuce',\n",
       "   'mayonnaise',\n",
       "   'red onion',\n",
       "   'sugar'}],\n",
       " ['133784',\n",
       "  {'basil leaves',\n",
       "   'black pepper',\n",
       "   'celery salt',\n",
       "   'chili powder',\n",
       "   'garlic powder',\n",
       "   'ground allspice',\n",
       "   'ground oregano',\n",
       "   'marjoram leaves',\n",
       "   'onion salt',\n",
       "   'paprika',\n",
       "   'rubbed sage'}],\n",
       " ['235003', {'beer', 'fresh jalapeno', 'ice', 'vodka'}],\n",
       " ['140723',\n",
       "  {'anchovy fillets',\n",
       "   'baby spinach',\n",
       "   'bacon',\n",
       "   'dijon mustard',\n",
       "   'extra virgin olive oil',\n",
       "   'french bread',\n",
       "   'fresh mushrooms',\n",
       "   'garlic',\n",
       "   'lemon juice',\n",
       "   'low-fat mayonnaise',\n",
       "   'miracle whip light',\n",
       "   'oil',\n",
       "   'olive oil',\n",
       "   'parmesan cheese',\n",
       "   'worcestershire sauce'}],\n",
       " ['326839',\n",
       "  {'dried italian seasoning',\n",
       "   'egg',\n",
       "   'ground beef',\n",
       "   'ground pepper',\n",
       "   'italian cheese blend',\n",
       "   'jumbo pasta shells',\n",
       "   'mexican blend cheese',\n",
       "   'mozzarella cheese',\n",
       "   'parmesan-romano cheese mix',\n",
       "   'parsley flakes',\n",
       "   'ricotta cheese',\n",
       "   'salt',\n",
       "   'spaghetti sauce'}],\n",
       " ['467326',\n",
       "  {'bread machine yeast',\n",
       "   'brown sugar',\n",
       "   'oil',\n",
       "   'salt',\n",
       "   'water',\n",
       "   'white flour',\n",
       "   'whole wheat flour'}],\n",
       " ['43669',\n",
       "  {'butter',\n",
       "   'cream-style corn',\n",
       "   'evaporated milk',\n",
       "   'onion',\n",
       "   'potato',\n",
       "   'salt and pepper',\n",
       "   'water',\n",
       "   'whole corn'}],\n",
       " ['73566',\n",
       "  {'black pepper',\n",
       "   'extra virgin olive oil',\n",
       "   'flat leaf parsley',\n",
       "   'italian seasoned breadcrumbs',\n",
       "   'kosher salt',\n",
       "   'orecchiette',\n",
       "   'parmesan cheese',\n",
       "   'prosciutto'}],\n",
       " ['449768',\n",
       "  {'cumin seeds', 'fresh ground black pepper', 'olive oil', 'salt', 'tomato'}],\n",
       " ['404661',\n",
       "  {'baking soda',\n",
       "   'butter',\n",
       "   'corn syrup',\n",
       "   'molasses',\n",
       "   'salted peanuts',\n",
       "   'vanilla',\n",
       "   'white sugar'}],\n",
       " ['381713',\n",
       "  {'bulgar wheat',\n",
       "   'cinnamon',\n",
       "   'lean ground beef',\n",
       "   'onion',\n",
       "   'plain yogurt',\n",
       "   'salt'}],\n",
       " ['257696',\n",
       "  {'apple pie filling',\n",
       "   'egg',\n",
       "   'instant vanilla pudding',\n",
       "   'oil',\n",
       "   'water',\n",
       "   'yellow cake mix'}],\n",
       " ['187606',\n",
       "  {'boneless skinless chicken breasts',\n",
       "   'carrot',\n",
       "   'italian dressing',\n",
       "   'potato'}],\n",
       " ['91515', {'chocolate milk', 'cinnamon rolls', 'egg'}],\n",
       " ['289891',\n",
       "  {'baking powder',\n",
       "   'butter',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'salt',\n",
       "   'vanilla',\n",
       "   'white sugar'}],\n",
       " ['412073',\n",
       "  {'basil',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'garlic',\n",
       "   'ham',\n",
       "   'leeks',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'soup mix',\n",
       "   'thyme',\n",
       "   'water',\n",
       "   'worcestershire sauce'}],\n",
       " ['123746',\n",
       "  {'bell peppers',\n",
       "   'chili sauce',\n",
       "   'egg',\n",
       "   'garlic powder',\n",
       "   'ground beef',\n",
       "   'milk',\n",
       "   'onion',\n",
       "   'salt and pepper',\n",
       "   'saltine crackers',\n",
       "   'worcestershire sauce'}],\n",
       " ['206020',\n",
       "  {'aluminum foil',\n",
       "   'beef tenderloin',\n",
       "   'garlic',\n",
       "   'limes, juice of',\n",
       "   'prepared horseradish',\n",
       "   'salt and pepper',\n",
       "   'sour cream',\n",
       "   'unsalted butter',\n",
       "   'worcestershire sauce'}],\n",
       " ['345595',\n",
       "  {'baking powder',\n",
       "   'baking soda',\n",
       "   'carrot',\n",
       "   'cinnamon',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'margarine',\n",
       "   'oil',\n",
       "   'pineapple',\n",
       "   'powdered sugar',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'walnuts'}],\n",
       " ['129227',\n",
       "  {'cabbage',\n",
       "   'carrot',\n",
       "   'celery seed',\n",
       "   'mustard seeds',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'turmeric',\n",
       "   'water',\n",
       "   'white vinegar'}],\n",
       " ['472955',\n",
       "  {'alum',\n",
       "   'pickling cucumbers',\n",
       "   'pickling spices',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vinegar',\n",
       "   'water'}],\n",
       " ['17490',\n",
       "  {'alum',\n",
       "   'canning salt',\n",
       "   'cucumbers',\n",
       "   'pickling spices',\n",
       "   'sugar',\n",
       "   'vinegar'}],\n",
       " ['130002',\n",
       "  {'allspice',\n",
       "   'baking soda',\n",
       "   'carrot',\n",
       "   'cinnamon',\n",
       "   'coconut',\n",
       "   'cream cheese',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'ground cloves',\n",
       "   'margarine',\n",
       "   'nuts',\n",
       "   'oil',\n",
       "   'powdered sugar',\n",
       "   'raisins',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['53353', {'butter', 'cream', 'lemon extract', 'maple syrup', 'nutmeats'}],\n",
       " ['105756',\n",
       "  {'basil',\n",
       "   'beans',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'chicken bouillon cubes',\n",
       "   'chicken broth',\n",
       "   'deli ham',\n",
       "   'lemon juice',\n",
       "   'onion',\n",
       "   'parsley',\n",
       "   'raw rice',\n",
       "   'salt',\n",
       "   'tomato',\n",
       "   'v8 vegetable juice',\n",
       "   'water'}],\n",
       " ['307362',\n",
       "  {'hormel chili without beans',\n",
       "   'monterey jack cheese',\n",
       "   'refried beans',\n",
       "   'tortillas'}],\n",
       " ['51803',\n",
       "  {'15 bean soup mix',\n",
       "   'black pepper',\n",
       "   'celery leaves',\n",
       "   'chicken bouillon cubes',\n",
       "   'dried parsley',\n",
       "   'dried rosemary',\n",
       "   'garlic',\n",
       "   'ham hocks',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'whole tomatoes'}],\n",
       " ['438263',\n",
       "  {'15 bean soup mix',\n",
       "   'beef bouillon paste',\n",
       "   'black pepper',\n",
       "   'diced tomatoes',\n",
       "   'garlic',\n",
       "   'ham bone',\n",
       "   'smoked sausage',\n",
       "   'steak sauce',\n",
       "   'water',\n",
       "   'worcestershire sauce'}],\n",
       " ['525649',\n",
       "  {'black pepper',\n",
       "   'carrot',\n",
       "   'cayenne pepper',\n",
       "   'chili powder',\n",
       "   'condensed tomato soup',\n",
       "   'dried beans',\n",
       "   'garlic',\n",
       "   'ham',\n",
       "   'lemon',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'paprika',\n",
       "   'salt',\n",
       "   'smoked paprika',\n",
       "   'thyme',\n",
       "   'water'}],\n",
       " ['115160',\n",
       "  {'baking soda',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'ground walnuts',\n",
       "   'honey',\n",
       "   'liquid honey',\n",
       "   'margarine',\n",
       "   'plain sweet biscuit crumbs',\n",
       "   'sour cream',\n",
       "   'sugar'}],\n",
       " ['168222',\n",
       "  {'capers',\n",
       "   'chicken stock',\n",
       "   'fresh chives',\n",
       "   'fresh parsley',\n",
       "   'fresh tarragon',\n",
       "   'garlic',\n",
       "   'halibut steaks',\n",
       "   'lemon juice',\n",
       "   'salt and pepper'}],\n",
       " ['140172',\n",
       "  {'boneless sirloin steak',\n",
       "   'lipton beefy mushroom soup mix',\n",
       "   'new potatoes',\n",
       "   'oil',\n",
       "   'peas and carrots',\n",
       "   'tomato paste',\n",
       "   'water'}],\n",
       " ['305112',\n",
       "  {'black beans',\n",
       "   'frozen corn kernels',\n",
       "   'ground beef',\n",
       "   'taco seasoning',\n",
       "   'tomatoes and green chilies'}],\n",
       " ['53481',\n",
       "  {'cheddar cheese',\n",
       "   'ketchup',\n",
       "   'lean ground beef',\n",
       "   'minute white rice',\n",
       "   'mustard',\n",
       "   'water'}],\n",
       " ['76887',\n",
       "  {'chili with beans',\n",
       "   'diced tomatoes',\n",
       "   'ground beef',\n",
       "   'velveeta cheese',\n",
       "   'water',\n",
       "   'white rice'}],\n",
       " ['392598',\n",
       "  {'boneless skinless chicken breast halves',\n",
       "   'condensed cream of chicken soup',\n",
       "   'ground pepper',\n",
       "   'instant rice',\n",
       "   'paprika',\n",
       "   'vegetable oil',\n",
       "   'water'}],\n",
       " ['113197',\n",
       "  {'cheese',\n",
       "   'chicken breast tenders',\n",
       "   'fajita seasoning mix',\n",
       "   'lime',\n",
       "   'olive oil',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'pico de gallo',\n",
       "   'sour cream',\n",
       "   'tortilla'}],\n",
       " ['398071',\n",
       "  {'cheddar cheese',\n",
       "   'chicken',\n",
       "   'chicken broth',\n",
       "   'kidney beans',\n",
       "   'mexicorn',\n",
       "   'salsa',\n",
       "   'sour cream',\n",
       "   'tortilla chips'}],\n",
       " ['66527',\n",
       "  {'boneless skinless chicken breasts',\n",
       "   'broccoli florets',\n",
       "   'condensed cream of chicken soup',\n",
       "   'milk',\n",
       "   'minute rice',\n",
       "   'vegetable oil'}],\n",
       " ['184890',\n",
       "  {'chili powder',\n",
       "   'cumin',\n",
       "   'ground turkey',\n",
       "   'kidney beans',\n",
       "   'onion',\n",
       "   'pinto beans',\n",
       "   'salsa',\n",
       "   'salt',\n",
       "   'stewed tomatoes'}],\n",
       " ['79046',\n",
       "  {'cheese',\n",
       "   'chili with beans',\n",
       "   'flour tortillas',\n",
       "   'sour cream',\n",
       "   'water',\n",
       "   'white minute rice'}],\n",
       " ['356163',\n",
       "  {'broccoli',\n",
       "   'chili powder',\n",
       "   'ketchup',\n",
       "   'lean ground beef',\n",
       "   'macaroni & cheese dinner mix',\n",
       "   'water'}],\n",
       " ['41673',\n",
       "  {'allspice',\n",
       "   'brown sugar',\n",
       "   'cinnamon',\n",
       "   'clove',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'salt',\n",
       "   'tomato'}],\n",
       " ['506885',\n",
       "  {'crushed red pepper flakes',\n",
       "   'fresh basil',\n",
       "   'fresh oregano',\n",
       "   'fresh parmesan cheese',\n",
       "   'garlic',\n",
       "   'grape tomatoes',\n",
       "   'pappardelle pasta',\n",
       "   'pepper',\n",
       "   'roasted cashews',\n",
       "   'sun-dried tomato packed in oil'}],\n",
       " ['277539',\n",
       "  {'chipotle chile in adobo',\n",
       "   'garlic',\n",
       "   'ground coriander',\n",
       "   'ground cumin',\n",
       "   'low sodium chicken broth',\n",
       "   'onion',\n",
       "   'salt',\n",
       "   'tomato sauce'}],\n",
       " ['169487',\n",
       "  {'fat free cream cheese',\n",
       "   'fat-free whipped topping',\n",
       "   'reduced fat graham cracker crust',\n",
       "   'sugar substitute'}],\n",
       " ['317587',\n",
       "  {'fresh linguine',\n",
       "   'fresh spinach',\n",
       "   'lemon juice',\n",
       "   'parmesan cheese',\n",
       "   'pesto sauce',\n",
       "   'pine nuts',\n",
       "   'red onion',\n",
       "   'tomato'}],\n",
       " ['20624',\n",
       "  {'boneless skinless chicken breast halves',\n",
       "   'butter',\n",
       "   'chicken broth',\n",
       "   'flour',\n",
       "   'garlic',\n",
       "   'lemon juice',\n",
       "   'oil',\n",
       "   'salt and pepper'}],\n",
       " ['360232',\n",
       "  {'celery ribs',\n",
       "   'cracked black pepper',\n",
       "   'extra virgin olive oil',\n",
       "   'feta cheese',\n",
       "   'fresh lemon juice',\n",
       "   'fresh parsley',\n",
       "   'garbanzo beans',\n",
       "   'garlic',\n",
       "   'of fresh mint',\n",
       "   'romaine lettuce',\n",
       "   'salt',\n",
       "   'scallion',\n",
       "   'tomato'}],\n",
       " ['246548',\n",
       "  {'assorted fresh vegetables',\n",
       "   'boneless skinless chicken breast',\n",
       "   'instant rice',\n",
       "   'italian dressing',\n",
       "   'oil',\n",
       "   'reduced-sodium fat-free chicken broth'}],\n",
       " ['67446',\n",
       "  {'butter',\n",
       "   'cream cheese',\n",
       "   'graham cracker crumbs',\n",
       "   'instant lemon pudding',\n",
       "   'milk',\n",
       "   'powdered sugar'}],\n",
       " ['153028',\n",
       "  {'butter', 'cocoa', \"confectioners' sugar\", 'peanut butter', 'vanilla'}],\n",
       " ['172651',\n",
       "  {'italian salad dressing',\n",
       "   'parmesan cheese',\n",
       "   'smoked turkey breast',\n",
       "   'spaghetti',\n",
       "   'tomato'}],\n",
       " ['348952',\n",
       "  {'chicken bouillon cube',\n",
       "   'frozen mixed vegetables',\n",
       "   'minute rice',\n",
       "   'oil',\n",
       "   'pork tenderloin',\n",
       "   'soy sauce',\n",
       "   'water'}],\n",
       " ['5276',\n",
       "  {'chicken bouillon cubes',\n",
       "   'green pepper',\n",
       "   'hot pepper sauce',\n",
       "   'kidney beans',\n",
       "   'minute white rice',\n",
       "   'oil',\n",
       "   'onion',\n",
       "   'water'}],\n",
       " ['140173',\n",
       "  {'baby peas',\n",
       "   'bacon bits',\n",
       "   'black pepper',\n",
       "   'fettuccine',\n",
       "   'garlic salt',\n",
       "   'half-and-half cream',\n",
       "   'parmesan cheese',\n",
       "   'shrimp'}],\n",
       " ['31184',\n",
       "  {'angel hair pasta',\n",
       "   'butter',\n",
       "   'extra virgin olive oil',\n",
       "   'frozen shrimp',\n",
       "   'garlic',\n",
       "   'onion',\n",
       "   'salt & pepper',\n",
       "   'white wine'}],\n",
       " ['164178',\n",
       "  {'celery',\n",
       "   'garlic flakes',\n",
       "   'hamburger',\n",
       "   'hot chili flakes',\n",
       "   'jalapenos',\n",
       "   'onion',\n",
       "   'sliced mushrooms',\n",
       "   'sweet green pepper',\n",
       "   'sweet red pepper',\n",
       "   'tomato sauce & mushrooms'}],\n",
       " ['289025',\n",
       "  {'asparagus',\n",
       "   'boneless skinless chicken breast',\n",
       "   'chicken broth',\n",
       "   'chili flakes',\n",
       "   'fresh ginger',\n",
       "   'garlic',\n",
       "   'onion',\n",
       "   'rice vinegar',\n",
       "   'salt',\n",
       "   'soy sauce',\n",
       "   'white pepper'}],\n",
       " ['287502',\n",
       "  {'dijon mustard',\n",
       "   'elbow macaroni',\n",
       "   'extra-sharp cheddar cheese',\n",
       "   'fresh ground black pepper',\n",
       "   'half-and-half',\n",
       "   'hot sauce',\n",
       "   'kosher salt',\n",
       "   'unsalted butter'}],\n",
       " ['75079',\n",
       "  {'butter',\n",
       "   'dry onion soup mix',\n",
       "   'flour',\n",
       "   'fresh mushrooms',\n",
       "   'round steak',\n",
       "   'sour cream',\n",
       "   'water'}],\n",
       " ['147100',\n",
       "  {'chopped tomatoes',\n",
       "   'extra lean ground beef',\n",
       "   'lettuce',\n",
       "   'mexican blend cheese',\n",
       "   'minute white rice',\n",
       "   'taco seasoning mix',\n",
       "   'water'}],\n",
       " ['233317',\n",
       "  {'baby spinach',\n",
       "   'cornflour',\n",
       "   'dark soy sauce',\n",
       "   'lime, juice and zest of',\n",
       "   'pak choi',\n",
       "   'sunflower oil',\n",
       "   'sweet chili sauce',\n",
       "   'thai fish sauce',\n",
       "   'tiger shrimp',\n",
       "   'water'}],\n",
       " ['109793', {'milk', 'minute rice', 'raisins', 'vanilla instant pudding mix'}],\n",
       " ['291409',\n",
       "  {'black beans', 'fire-roasted tomatoes', 'kidney beans', 'salsa', 'water'}],\n",
       " ['27275',\n",
       "  {'cream cheese',\n",
       "   'fettuccine pasta',\n",
       "   'margarine',\n",
       "   'milk',\n",
       "   'parmesan cheese'}],\n",
       " ['282812',\n",
       "  {'dried fruits',\n",
       "   'honey',\n",
       "   'milk',\n",
       "   'quick oats',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla',\n",
       "   'water'}],\n",
       " ['311608',\n",
       "  {'15 bean mix',\n",
       "   'bay leaves',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'chicken bouillon cubes',\n",
       "   'diced tomatoes',\n",
       "   'garlic',\n",
       "   'ham hocks',\n",
       "   'onion',\n",
       "   'pepper',\n",
       "   'seasoning salt',\n",
       "   'tomato sauce',\n",
       "   'water'}],\n",
       " ['382234',\n",
       "  {'black-eyed peas',\n",
       "   'canned green beans',\n",
       "   'chili seasoning mix',\n",
       "   'corn chips',\n",
       "   'dark red kidney beans',\n",
       "   'green bell pepper',\n",
       "   'ground beef',\n",
       "   'ketchup',\n",
       "   'onion',\n",
       "   'red pepper flakes',\n",
       "   'salt and pepper',\n",
       "   'sharp cheddar cheese',\n",
       "   'vegetable oil',\n",
       "   'water',\n",
       "   'whole tomatoes'}],\n",
       " ['237391',\n",
       "  {'brandy',\n",
       "   'butter',\n",
       "   'chicken liver',\n",
       "   'garlic',\n",
       "   'ground black pepper',\n",
       "   'heavy cream',\n",
       "   'marjoram',\n",
       "   'onion',\n",
       "   'sage',\n",
       "   'salt',\n",
       "   'thyme'}],\n",
       " ['266997',\n",
       "  {'cayenne pepper',\n",
       "   'chili beans',\n",
       "   'chili powder',\n",
       "   'cumin',\n",
       "   'diced tomatoes',\n",
       "   'lean ground beef',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'salt',\n",
       "   'sliced mushrooms',\n",
       "   'sour cream'}],\n",
       " ['21916',\n",
       "  {'cool whip topping',\n",
       "   'frozen pound cake',\n",
       "   'jello instant vanilla pudding mix',\n",
       "   'orange liqueur',\n",
       "   'strawberries',\n",
       "   'strawberry',\n",
       "   'sugar',\n",
       "   'white chocolate baking squares'}],\n",
       " ['229451',\n",
       "  {'boneless skinless chicken breast halves',\n",
       "   'dijon mustard',\n",
       "   'dried tarragon',\n",
       "   'fresh lemon juice',\n",
       "   'pepper',\n",
       "   'worcestershire sauce'}],\n",
       " ['204040', {'basmati rice', 'chicken broth', 'salt and pepper'}],\n",
       " ['82287',\n",
       "  {'black olives',\n",
       "   'cooked chicken',\n",
       "   'cream of chicken soup',\n",
       "   'green enchilada sauce',\n",
       "   'green onion',\n",
       "   'lettuce',\n",
       "   'monterey jack cheese',\n",
       "   'salsa',\n",
       "   'sour cream',\n",
       "   'tomato',\n",
       "   'tortilla chips'}],\n",
       " ['302815', {'butter', 'garlic', 'parmesan cheese', 'pasta'}],\n",
       " ['311842',\n",
       "  {'dried oregano',\n",
       "   'feta cheese',\n",
       "   'garlic',\n",
       "   'large shrimp',\n",
       "   'old bay seasoning',\n",
       "   'olive oil',\n",
       "   'parsley',\n",
       "   'pepper',\n",
       "   'tomato'}],\n",
       " ['531148',\n",
       "  {'cherry tomatoes',\n",
       "   'corn kernels',\n",
       "   'herbs',\n",
       "   'large shrimp',\n",
       "   'lemon, zest of',\n",
       "   'olive oil',\n",
       "   'red onion',\n",
       "   'salt & freshly ground black pepper',\n",
       "   'snap peas',\n",
       "   'unsalted butter',\n",
       "   'zucchini'}],\n",
       " ['364157',\n",
       "  {'dried oregano',\n",
       "   'fresh lemon juice',\n",
       "   'garlic',\n",
       "   'olive oil',\n",
       "   'parmesan cheese',\n",
       "   'salt and pepper',\n",
       "   'scallions',\n",
       "   'vegetable broth',\n",
       "   'white beans'}],\n",
       " ['411979',\n",
       "  {'bay leaves',\n",
       "   'beans',\n",
       "   'carrot',\n",
       "   'celery',\n",
       "   'chicken stock',\n",
       "   'garlic',\n",
       "   'italian sausage',\n",
       "   'onion',\n",
       "   'oregano',\n",
       "   'tomato',\n",
       "   'water'}],\n",
       " ['102832',\n",
       "  {'alum',\n",
       "   'cinnamon sticks',\n",
       "   'cucumbers',\n",
       "   'pickling salt',\n",
       "   'pickling spices',\n",
       "   'sugar',\n",
       "   'white vinegar'}],\n",
       " ['246180', {'barbecue sauce', 'ginger ale', 'onion', 'pork butt'}],\n",
       " ['224908',\n",
       "  {'brown sugar',\n",
       "   'cold water',\n",
       "   'dark molasses',\n",
       "   'strong coffee',\n",
       "   'sugar',\n",
       "   'vanilla bean',\n",
       "   'vodka'}],\n",
       " ['364761',\n",
       "  {'carrot',\n",
       "   'celery',\n",
       "   'celery ribs',\n",
       "   'chicken bouillon cubes',\n",
       "   'chicken broth',\n",
       "   'frozen corn',\n",
       "   'frozen white corn',\n",
       "   'onion',\n",
       "   'potato',\n",
       "   'whole chickens'}],\n",
       " ['489337',\n",
       "  {'basil',\n",
       "   'eggplant',\n",
       "   'fat-free parmesan cheese',\n",
       "   'fennel seed',\n",
       "   'lean ground turkey',\n",
       "   'low-carb marinara sauce',\n",
       "   'nonstick cooking spray',\n",
       "   'oregano leaves'}],\n",
       " ['262448', {'mountain dew soda', 'raspberry vodka'}],\n",
       " ['294427',\n",
       "  {'apple cider',\n",
       "   'arugula',\n",
       "   'dijon mustard',\n",
       "   'fresh thyme',\n",
       "   'gouda cheese',\n",
       "   'olive oil',\n",
       "   'pancetta',\n",
       "   'red onion',\n",
       "   'red wine vinegar',\n",
       "   'salt and pepper',\n",
       "   'shallots',\n",
       "   'sherry wine vinegar',\n",
       "   'tart apples',\n",
       "   'white cheddar cheese',\n",
       "   'white vinegar'}],\n",
       " ['328436',\n",
       "  {'baby carrots',\n",
       "   'baking powder',\n",
       "   'baking soda',\n",
       "   \"confectioners' sugar\",\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'light brown sugar',\n",
       "   'marshmallow cream',\n",
       "   'pumpkin pie spice',\n",
       "   'pure vanilla extract',\n",
       "   'salt',\n",
       "   'unsalted butter',\n",
       "   'vegetable oil'}],\n",
       " ['357228',\n",
       "  {'baking soda',\n",
       "   'butter',\n",
       "   'buttermilk',\n",
       "   'cinnamon',\n",
       "   'clove',\n",
       "   'cocoa',\n",
       "   'egg',\n",
       "   'flour',\n",
       "   'nutmeg',\n",
       "   'salt',\n",
       "   'sugar',\n",
       "   'vanilla'}],\n",
       " ['50246',\n",
       "  {'almonds',\n",
       "   'cornstarch',\n",
       "   'cream of tartar',\n",
       "   'egg',\n",
       "   'egg yolks',\n",
       "   'flour',\n",
       "   'milk',\n",
       "   'powdered sugar',\n",
       "   'sugar',\n",
       "   'sweet cream'}],\n",
       " ...]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "recipes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Reshape the data into a vector of vectors of ingredients per recipe, to use for training a [*word2vec*](https://arxiv.org/abs/1301.3781) vector embedding model:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['mixed spice',\n",
       "  'salt',\n",
       "  'mexican seasoning',\n",
       "  'winter squash',\n",
       "  'butter',\n",
       "  'honey',\n",
       "  'olive oil'],\n",
       " ['prepared pizza crust',\n",
       "  'egg',\n",
       "  'salt and pepper',\n",
       "  'milk',\n",
       "  'sausage patty',\n",
       "  'cheese'],\n",
       " ['yellow onions',\n",
       "  'salt',\n",
       "  'tomato paste',\n",
       "  'ground cumin',\n",
       "  'rotel tomatoes',\n",
       "  'tomato soup',\n",
       "  'ground beef',\n",
       "  'kidney beans',\n",
       "  'water',\n",
       "  'cheddar cheese',\n",
       "  'chili powder',\n",
       "  'lettuce',\n",
       "  'diced tomatoes'],\n",
       " ['salt',\n",
       "  'new potatoes',\n",
       "  'red bell pepper',\n",
       "  'tarragon',\n",
       "  'spreadable cheese with garlic and herbs',\n",
       "  'red wine vinegar',\n",
       "  'parsley',\n",
       "  'yellow bell pepper',\n",
       "  'shallots',\n",
       "  'olive oil',\n",
       "  'pepper'],\n",
       " ['dry mustard',\n",
       "  'salt',\n",
       "  'cinnamon oil',\n",
       "  'tomato juice',\n",
       "  'apple cider vinegar',\n",
       "  'clove oil',\n",
       "  'pepper',\n",
       "  'sugar'],\n",
       " ['milk', 'vanilla ice cream', 'frozen apple juice concentrate', 'apple'],\n",
       " ['ripe olives',\n",
       "  'red chile',\n",
       "  'garlic',\n",
       "  'orange rind',\n",
       "  'orange juice',\n",
       "  'extra virgin olive oil',\n",
       "  'fennel seeds',\n",
       "  'peppercorn',\n",
       "  'green olives'],\n",
       " ['soy sauce',\n",
       "  'tomato sauce',\n",
       "  'water',\n",
       "  'honey',\n",
       "  'mirin',\n",
       "  'a.1. original sauce',\n",
       "  'fresh garlic',\n",
       "  'white vinegar',\n",
       "  'brown sugar',\n",
       "  'liquid smoke',\n",
       "  'pork spareribs',\n",
       "  'yellow onion',\n",
       "  'fresh ginger',\n",
       "  'dry mustard',\n",
       "  'fresh cilantro leaves',\n",
       "  'orange, juice of',\n",
       "  'fresh coarse ground black pepper',\n",
       "  'chili powder',\n",
       "  'salt',\n",
       "  'cinnamon sticks',\n",
       "  'cracked black pepper',\n",
       "  'cumin'],\n",
       " ['vanilla ice cream',\n",
       "  'bananas',\n",
       "  'chocolate syrup',\n",
       "  'whipped cream',\n",
       "  'strawberry ice cream',\n",
       "  'chocolate sandwich style cookies'],\n",
       " ['orange rind',\n",
       "  'salt',\n",
       "  'unsalted butter',\n",
       "  'bananas',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'fresh lemon juice',\n",
       "  'cake flour',\n",
       "  'sugar'],\n",
       " ['prepared horseradish', 'sour cream', 'whole berry cranberry sauce'],\n",
       " ['strawberry',\n",
       "  'vanilla wafers',\n",
       "  'walnuts',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'whipping cream',\n",
       "  'butter'],\n",
       " ['dark brown sugar',\n",
       "  'bacon',\n",
       "  'salt',\n",
       "  'mustard powder',\n",
       "  'great northern bean',\n",
       "  'cornstarch',\n",
       "  'molasses',\n",
       "  'chicken bouillon cubes',\n",
       "  'chili powder',\n",
       "  'water',\n",
       "  'garlic powder',\n",
       "  'onion',\n",
       "  'black pepper'],\n",
       " ['whiskey',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'ham hock',\n",
       "  'molasses',\n",
       "  'hot sauce',\n",
       "  'collard greens'],\n",
       " ['spearmint', 'scullcap herb', 'wood bethony', 'burnet root', 'gentian root'],\n",
       " ['flour',\n",
       "  'dry mustard',\n",
       "  'chicken rice soup',\n",
       "  'salt',\n",
       "  'oil',\n",
       "  'garlic powder',\n",
       "  'lean pork chops'],\n",
       " ['egg roll wrap', 'oil', 'cornstarch', 'whole green chilies', 'cheese'],\n",
       " ['butterscotch chips', 'chinese noodles', 'salted peanuts'],\n",
       " ['celery',\n",
       "  'soy sauce',\n",
       "  'beef broth',\n",
       "  'ground pork',\n",
       "  'cooking oil',\n",
       "  'hamburger buns',\n",
       "  'onion'],\n",
       " ['broccoli floret',\n",
       "  'garlic',\n",
       "  'red bell pepper',\n",
       "  'fresh herb',\n",
       "  'green peas',\n",
       "  'potato',\n",
       "  'cauliflower',\n",
       "  'vegetable bouillon cubes',\n",
       "  'ground coriander',\n",
       "  'great northern bean',\n",
       "  'salt and pepper',\n",
       "  'canola oil',\n",
       "  'water',\n",
       "  'escarole',\n",
       "  'onion',\n",
       "  'salt free herb and spice seasoning mix'],\n",
       " ['coarse salt',\n",
       "  'salt',\n",
       "  'fresh ground black pepper',\n",
       "  'unsalted butter',\n",
       "  'boiling potatoes',\n",
       "  'fresh spinach leaves',\n",
       "  'water',\n",
       "  'nutmeg'],\n",
       " ['celery',\n",
       "  'salt',\n",
       "  'apple juice',\n",
       "  'dried thyme',\n",
       "  'fresh parsley',\n",
       "  'spinach',\n",
       "  'olive oil',\n",
       "  'broth',\n",
       "  'scallion',\n",
       "  'white pepper',\n",
       "  'rolled oats',\n",
       "  'onion'],\n",
       " ['seasoning salt',\n",
       "  'paprika',\n",
       "  'egg',\n",
       "  'all-purpose flour',\n",
       "  'oil',\n",
       "  'cornstarch',\n",
       "  'salt and pepper',\n",
       "  'boneless skinless chicken breast halves',\n",
       "  'garlic powder',\n",
       "  'condensed cream of chicken soup'],\n",
       " ['salt',\n",
       "  'bread',\n",
       "  'brown sugar',\n",
       "  'granulated sugar',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'ground cinnamon',\n",
       "  'vegetable oil',\n",
       "  'milk',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder'],\n",
       " ['salt', 'lemon, juice of', 'butter', 'white pepper', 'egg yolks'],\n",
       " ['ground turmeric',\n",
       "  'ground black pepper',\n",
       "  'ground cumin',\n",
       "  'ground coriander',\n",
       "  'ground ginger',\n",
       "  'black cumin'],\n",
       " ['green pepper',\n",
       "  'jalapenos',\n",
       "  'celery',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'red pepper flakes',\n",
       "  'vegetarian ground beef',\n",
       "  'chili powder',\n",
       "  'kidney beans',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'diced tomatoes'],\n",
       " ['beef bouillon cube',\n",
       "  'parmesan cheese',\n",
       "  'salt',\n",
       "  'garbanzo beans',\n",
       "  'beef stew meat',\n",
       "  'ground thyme',\n",
       "  'dried parsley',\n",
       "  'cabbage',\n",
       "  'water',\n",
       "  'ground pepper',\n",
       "  'elbow macaroni',\n",
       "  'onion',\n",
       "  'zucchini',\n",
       "  'tomato'],\n",
       " ['red potatoes', 'rosemary', 'margarine'],\n",
       " ['celery',\n",
       "  'worcestershire sauce',\n",
       "  'carrot',\n",
       "  'broccoli floret',\n",
       "  'dry white wine',\n",
       "  'dried sweet basil leaves',\n",
       "  'unsalted butter',\n",
       "  'black beans',\n",
       "  'dried thyme',\n",
       "  'tabasco sauce',\n",
       "  'salt & fresh ground pepper',\n",
       "  'cornstarch',\n",
       "  'heavy cream',\n",
       "  'smoked chicken',\n",
       "  'chicken stock',\n",
       "  'dried oregano',\n",
       "  'broccoli stem',\n",
       "  'onion'],\n",
       " ['salt',\n",
       "  'egg',\n",
       "  'vanilla',\n",
       "  'baking cocoa',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'miniature peppermint patties',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['hot chili pepper',\n",
       "  'salt',\n",
       "  'tomato sauce',\n",
       "  'whole kernel corn',\n",
       "  'tabasco sauce',\n",
       "  'sliced ripe olives',\n",
       "  'cornmeal',\n",
       "  'ground beef',\n",
       "  'taco sauce',\n",
       "  'onion',\n",
       "  'cheddar cheese',\n",
       "  'pepper'],\n",
       " ['french bread', 'dry ranch dressing mix', 'butter'],\n",
       " ['worcestershire sauce',\n",
       "  'ground venison',\n",
       "  'dry mustard',\n",
       "  'salt',\n",
       "  'non-fat powdered milk',\n",
       "  'fresh breadcrumb',\n",
       "  'egg substitute',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'black pepper'],\n",
       " ['milk', 'plain yogurt', 'frozen juice concentrate'],\n",
       " ['green beans',\n",
       "  'carrot',\n",
       "  'low sodium chicken broth',\n",
       "  'potato',\n",
       "  'zucchini',\n",
       "  'wax beans',\n",
       "  'corn',\n",
       "  'diced tomatoes'],\n",
       " ['salt',\n",
       "  'sharp cheddar cheese',\n",
       "  'egg',\n",
       "  'frozen chopped spinach',\n",
       "  'crouton',\n",
       "  'condensed cream of mushroom soup',\n",
       "  'onion',\n",
       "  'black pepper'],\n",
       " ['red potatoes',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'white wine vinegar',\n",
       "  'celery seed',\n",
       "  'diced pimentos',\n",
       "  'low-fat sour cream',\n",
       "  'fat-free mayonnaise',\n",
       "  'green onion',\n",
       "  'plain low-fat yogurt',\n",
       "  'prepared mustard',\n",
       "  'pepper',\n",
       "  'sugar'],\n",
       " ['soft breadcrumbs',\n",
       "  'margarine',\n",
       "  'egg',\n",
       "  'oregano',\n",
       "  'sage',\n",
       "  'frozen chopped spinach',\n",
       "  'garlic powder',\n",
       "  'onion'],\n",
       " ['cream of mushroom soup',\n",
       "  'cornbread mix',\n",
       "  'salt & pepper',\n",
       "  'cooking oil',\n",
       "  'frozen vegetables',\n",
       "  'ground beef',\n",
       "  'onion',\n",
       "  'condensed cream of mushroom & garlic soup'],\n",
       " ['green onions',\n",
       "  'soy sauce',\n",
       "  'toasted sesame oil',\n",
       "  'garlic',\n",
       "  'toasted sesame seeds',\n",
       "  'angel hair pasta',\n",
       "  'stir fry vegetables',\n",
       "  'honey'],\n",
       " ['buckwheat flour',\n",
       "  'baking soda',\n",
       "  'butter',\n",
       "  'honey',\n",
       "  'brown sugar',\n",
       "  'ground cinnamon',\n",
       "  'canola oil',\n",
       "  'baking powder',\n",
       "  'sugar',\n",
       "  'orange juice',\n",
       "  'yam',\n",
       "  'flour',\n",
       "  'ground cloves',\n",
       "  'unsweetened cocoa',\n",
       "  'orange rind',\n",
       "  'salt',\n",
       "  'low-fat buttermilk',\n",
       "  'cinnamon',\n",
       "  'egg',\n",
       "  'all-purpose flour',\n",
       "  'pecans'],\n",
       " ['ground cloves',\n",
       "  'orange rind',\n",
       "  'unsweetened cocoa',\n",
       "  'buckwheat flour',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'low-fat buttermilk',\n",
       "  'granulated sugar',\n",
       "  'egg',\n",
       "  'orange juice',\n",
       "  'ground cinnamon',\n",
       "  'sorghum',\n",
       "  'canola oil',\n",
       "  'all-purpose flour',\n",
       "  'baking powder',\n",
       "  'boiling water',\n",
       "  'raisins',\n",
       "  'yam'],\n",
       " ['prepared yellow mustard',\n",
       "  'garlic',\n",
       "  'salt & pepper',\n",
       "  'sugar',\n",
       "  'cayenne',\n",
       "  'ground beef',\n",
       "  'beer',\n",
       "  'american cheese'],\n",
       " ['water chestnut',\n",
       "  'ripe olives',\n",
       "  'dill pickles',\n",
       "  'cider vinegar',\n",
       "  'italian seasoning',\n",
       "  'salt and pepper',\n",
       "  'cheese',\n",
       "  'sweet pepper',\n",
       "  'green onion',\n",
       "  'onion powder',\n",
       "  'garlic powder',\n",
       "  'ham',\n",
       "  'chives',\n",
       "  'olive oil',\n",
       "  'tomato',\n",
       "  'tri-color spiral pasta'],\n",
       " ['parmesan cheese',\n",
       "  'frozen french fries',\n",
       "  'oregano',\n",
       "  'salt & freshly ground black pepper',\n",
       "  'oil',\n",
       "  'basil',\n",
       "  'flat leaf parsley'],\n",
       " ['sandwich bun',\n",
       "  'ham',\n",
       "  'swiss cheese',\n",
       "  'mozzarella cheese',\n",
       "  'pepperoni',\n",
       "  'good seasonings italian salad dressing mix',\n",
       "  'deli turkey',\n",
       "  'butter',\n",
       "  'cheddar cheese'],\n",
       " ['salt',\n",
       "  'egg',\n",
       "  'icing sugar',\n",
       "  'milk',\n",
       "  'shortening',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['carrot',\n",
       "  'cinnamon',\n",
       "  'vanilla instant pudding mix',\n",
       "  'egg',\n",
       "  'yellow cake mix',\n",
       "  'oil',\n",
       "  'crushed pineapple',\n",
       "  'water',\n",
       "  'nutmeg',\n",
       "  'coconut',\n",
       "  'pecans'],\n",
       " ['jalapenos',\n",
       "  'red bell pepper',\n",
       "  'sharp cheddar cheese',\n",
       "  'egg',\n",
       "  'whole kernel corn',\n",
       "  'heavy cream',\n",
       "  'butter',\n",
       "  'honey',\n",
       "  'jiffy corn muffin mix',\n",
       "  'onion'],\n",
       " ['flour',\n",
       "  'dry yeast',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'brown sugar',\n",
       "  'egg',\n",
       "  'crushed pineapple',\n",
       "  'vegetable oil',\n",
       "  'milk',\n",
       "  'sugar',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'raisins',\n",
       "  'nuts'],\n",
       " ['parmesan cheese',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'italian sausage',\n",
       "  'ground black pepper',\n",
       "  'lasagna noodle',\n",
       "  'dried basil',\n",
       "  'egg',\n",
       "  'tomato paste',\n",
       "  'mozzarella cheese',\n",
       "  'ricotta cheese',\n",
       "  'whole tomato',\n",
       "  'cottage cheese',\n",
       "  'ground beef',\n",
       "  'parsley flakes'],\n",
       " ['toasted wheat germ',\n",
       "  'salt',\n",
       "  'beef',\n",
       "  'egg',\n",
       "  'herbs',\n",
       "  'frozen chopped spinach',\n",
       "  'cheese',\n",
       "  'cottage cheese',\n",
       "  'olive oil flavored cooking spray',\n",
       "  'spices',\n",
       "  'pepper'],\n",
       " ['cinnamon',\n",
       "  'rolls',\n",
       "  'brown sugar',\n",
       "  'instant vanilla pudding',\n",
       "  'butter',\n",
       "  'raisins'],\n",
       " ['garlic',\n",
       "  'white onion',\n",
       "  'stewed tomatoes',\n",
       "  'granulated sugar',\n",
       "  'prego spaghetti sauce',\n",
       "  'ground beef'],\n",
       " ['sour cream',\n",
       "  'dried dill weed',\n",
       "  'brown sugar',\n",
       "  'fresh lemon juice',\n",
       "  'beef steaks',\n",
       "  'vegetable oil',\n",
       "  'fresh parsley',\n",
       "  'hot sauce',\n",
       "  'spicy mustard',\n",
       "  'ketchup',\n",
       "  'honey',\n",
       "  'fresh garlic'],\n",
       " ['flour', 'salt', 'egg', 'milk', 'butter', 'baking powder', 'sugar'],\n",
       " ['salsa',\n",
       "  'button mushrooms',\n",
       "  'chicken breasts',\n",
       "  'garlic',\n",
       "  'parmesan cheese',\n",
       "  'pasta',\n",
       "  'dried basil',\n",
       "  'fresh parsley',\n",
       "  'hot sauce',\n",
       "  'water',\n",
       "  'dried oregano',\n",
       "  'fresh ground black pepper',\n",
       "  'olive oil',\n",
       "  'tomato',\n",
       "  'onion'],\n",
       " ['cider vinegar', 'fresh herbs', 'fresh herb'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'fresh corn',\n",
       "  'fat',\n",
       "  'baking powder',\n",
       "  'pepper',\n",
       "  'cream'],\n",
       " ['cheddar cheese soup',\n",
       "  'black olives',\n",
       "  'fettuccine pasta',\n",
       "  'milk',\n",
       "  'jalapeno',\n",
       "  'picante sauce'],\n",
       " ['frozen peas',\n",
       "  'salt',\n",
       "  'lemons, juice of',\n",
       "  'hass avocado',\n",
       "  'onion',\n",
       "  'tomato',\n",
       "  'cilantro'],\n",
       " ['worcestershire sauce',\n",
       "  'soy sauce',\n",
       "  'lemon juice',\n",
       "  'oil',\n",
       "  'basil',\n",
       "  'garlic powder',\n",
       "  'pepper'],\n",
       " ['cream cheese', 'yogurt', 'unflavored gelatin', 'apple', 'milk', 'pear'],\n",
       " ['bacon',\n",
       "  'carrot',\n",
       "  'salt',\n",
       "  'oil',\n",
       "  'veal roast',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'parsley sprigs',\n",
       "  'thyme',\n",
       "  'pepper',\n",
       "  'bay leaf'],\n",
       " ['crackers', 'black pepper', 'tomato', 'mayonnaise'],\n",
       " ['carrot',\n",
       "  'garlic',\n",
       "  'sweet onion',\n",
       "  'oregano leaves',\n",
       "  'kalamata olive',\n",
       "  'capers',\n",
       "  'brine',\n",
       "  'fresh basil',\n",
       "  'fresh parsley',\n",
       "  'red wine vinegar',\n",
       "  'ciabatta',\n",
       "  'green olives',\n",
       "  'provolone cheese',\n",
       "  'ham',\n",
       "  'genoa salami',\n",
       "  'olive oil',\n",
       "  'tomato'],\n",
       " ['vanilla instant pudding mix',\n",
       "  'powdered sugar',\n",
       "  'vanilla',\n",
       "  'whipping cream'],\n",
       " ['cream cheese',\n",
       "  'prepared graham cracker crusts',\n",
       "  'milk',\n",
       "  'gelatin',\n",
       "  'vanilla',\n",
       "  'cookie',\n",
       "  'miniature semisweet chocolate chips',\n",
       "  'sugar'],\n",
       " ['soy sauce',\n",
       "  'carrot',\n",
       "  'oregano',\n",
       "  'cayenne pepper',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'celery',\n",
       "  'monterey jack cheese',\n",
       "  'zucchini',\n",
       "  'baking powder',\n",
       "  'tomato',\n",
       "  'ground cumin',\n",
       "  'vegetable shortening',\n",
       "  'chili powder',\n",
       "  'cloves',\n",
       "  'green pepper',\n",
       "  'flour',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'sliced mushrooms',\n",
       "  'all-purpose flour',\n",
       "  'onion'],\n",
       " ['half-and-half', 'sweet butter', 'salt and pepper', 'sweet corn'],\n",
       " ['salt',\n",
       "  'yogurt',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'lemon, rind of',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'sugar'],\n",
       " ['flour',\n",
       "  'egg',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'unsweetened chocolate squares',\n",
       "  'sugar',\n",
       "  'nuts'],\n",
       " ['green onions',\n",
       "  'reduced sodium soy sauce',\n",
       "  'broccoli',\n",
       "  'sesame oil',\n",
       "  'fresh ginger',\n",
       "  'vegetable oil',\n",
       "  'rice vinegar',\n",
       "  'vermicelli',\n",
       "  'fresh cilantro',\n",
       "  'sesame seeds',\n",
       "  'chili-garlic sauce',\n",
       "  'cooked chicken'],\n",
       " ['apples',\n",
       "  'orange rind',\n",
       "  'celery',\n",
       "  'orange juice',\n",
       "  'sugar',\n",
       "  'philadelphia cream cheese',\n",
       "  'pecans'],\n",
       " ['cumin',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'lemon juice',\n",
       "  'boneless chicken breast',\n",
       "  'paprika',\n",
       "  'cayenne',\n",
       "  'olive oil',\n",
       "  'thyme',\n",
       "  'fresh ground pepper'],\n",
       " ['parmesan cheese',\n",
       "  'baking potato',\n",
       "  'oregano leaves',\n",
       "  'tomato sauce',\n",
       "  'mozzarella cheese',\n",
       "  'part-skim ricotta cheese',\n",
       "  'garlic powder'],\n",
       " ['white wine',\n",
       "  'tabasco sauce',\n",
       "  'sodium-free vegetable broth',\n",
       "  'cornstarch',\n",
       "  'tomato puree',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'mushroom pieces'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'red sweet bell peppers',\n",
       "  'light olive oil',\n",
       "  'fresh basil',\n",
       "  'scallions',\n",
       "  'red wine vinegar',\n",
       "  'white kidney beans',\n",
       "  'bibb lettuce',\n",
       "  'black pepper',\n",
       "  'albacore tuna in water'],\n",
       " ['carrot',\n",
       "  'garlic',\n",
       "  'rubbed sage',\n",
       "  'oregano',\n",
       "  'crushed tomatoes',\n",
       "  'beef consomme',\n",
       "  'butter',\n",
       "  'black pepper',\n",
       "  'olive oil',\n",
       "  'celery',\n",
       "  'dry white wine',\n",
       "  'milk',\n",
       "  'red pepper flakes',\n",
       "  'nutmeg',\n",
       "  'bacon',\n",
       "  'penne pasta',\n",
       "  'salt',\n",
       "  'ground pork',\n",
       "  'onion',\n",
       "  'lean ground beef'],\n",
       " ['apples', 'red cinnamon candies', 'water', 'sugar substitute'],\n",
       " ['green pepper',\n",
       "  'celery',\n",
       "  'lemon juice',\n",
       "  'brown sugar',\n",
       "  'elbow macaroni',\n",
       "  'oil',\n",
       "  'cucumber',\n",
       "  'ketchup',\n",
       "  'onion',\n",
       "  'tomato'],\n",
       " ['flour',\n",
       "  'hot water',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'cocoa',\n",
       "  'vegetable oil',\n",
       "  'milk',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'apple pie filling',\n",
       "  'milk',\n",
       "  'toasted almonds',\n",
       "  'butter'],\n",
       " ['mayonnaise', 'white bread', 'bananas'],\n",
       " ['dry white wine',\n",
       "  'poultry seasoning',\n",
       "  'salt',\n",
       "  'fresh ground black pepper',\n",
       "  'breadcrumbs',\n",
       "  'dried thyme',\n",
       "  'all-purpose flour',\n",
       "  'vegetable oil',\n",
       "  'milk',\n",
       "  'chicken stock',\n",
       "  'garlic powder',\n",
       "  'dried oregano',\n",
       "  'lean ground beef',\n",
       "  'boneless skinless chicken thighs',\n",
       "  'onion'],\n",
       " ['cream cheese', 'salt', 'lemon juice', 'liquid smoke', 'onion', 'salmon'],\n",
       " ['soy sauce',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'vegetable stock',\n",
       "  'bean sprouts',\n",
       "  'peanut oil',\n",
       "  'water',\n",
       "  'sambal oelek',\n",
       "  'ginger',\n",
       "  'brown sugar',\n",
       "  'peanuts',\n",
       "  'ground coriander',\n",
       "  'desiccated coconut',\n",
       "  'tomato',\n",
       "  'ground cumin',\n",
       "  'tempeh',\n",
       "  'red chili pepper',\n",
       "  'green beans',\n",
       "  'ground cayenne pepper',\n",
       "  'onion'],\n",
       " ['lemon juice',\n",
       "  'egg',\n",
       "  'salt and pepper',\n",
       "  'tomato soup',\n",
       "  'ground beef',\n",
       "  'water',\n",
       "  'dried breadcrumbs',\n",
       "  'sugar',\n",
       "  'onion'],\n",
       " ['avocado',\n",
       "  'chunky salsa',\n",
       "  'soft silken tofu',\n",
       "  'salt and pepper',\n",
       "  'hot sauce',\n",
       "  'fresh cilantro',\n",
       "  'lime juice'],\n",
       " ['flour',\n",
       "  'ground cloves',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'bananas',\n",
       "  'baking soda',\n",
       "  'walnuts',\n",
       "  'egg',\n",
       "  'white sugar',\n",
       "  'shortening',\n",
       "  'nutmeg'],\n",
       " ['dried basil',\n",
       "  'salt and pepper',\n",
       "  'boneless skinless chicken breast',\n",
       "  'olive oil',\n",
       "  'lime juice',\n",
       "  'tomato'],\n",
       " ['worcestershire sauce',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'beef ribs',\n",
       "  'fresh lemon juice',\n",
       "  'vegetable oil',\n",
       "  'water',\n",
       "  'mustard',\n",
       "  'ketchup',\n",
       "  'onion'],\n",
       " ['egg whites', 'green grape', 'sugar'],\n",
       " ['betty crocker fudge brownie mix',\n",
       "  'egg',\n",
       "  'vegetable oil',\n",
       "  'water',\n",
       "  'milk chocolate candy bars'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'bananas',\n",
       "  'baking soda',\n",
       "  'chocolate chips',\n",
       "  'egg',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'baking powder',\n",
       "  'sugar',\n",
       "  'nuts'],\n",
       " ['cream cheese',\n",
       "  'flour',\n",
       "  'sour cream',\n",
       "  'brown sugar',\n",
       "  'chocolate chips',\n",
       "  'egg',\n",
       "  'oreo cookie crumbs',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'sweetened condensed milk'],\n",
       " ['banana',\n",
       "  'sugar-free non-fat vanilla yogurt',\n",
       "  '2% low-fat milk',\n",
       "  'natural-style peanut butter'],\n",
       " ['cream cheese',\n",
       "  'sour cream',\n",
       "  'taco seasoning',\n",
       "  'cheddar cheese',\n",
       "  'bean dip'],\n",
       " ['bacon',\n",
       "  \"mccormick's montreal brand steak seasoning\",\n",
       "  'dill weed',\n",
       "  'iceberg lettuce',\n",
       "  'no-salt-added ketchup',\n",
       "  'ground sirloin',\n",
       "  'onion',\n",
       "  'tomato',\n",
       "  'american cheese'],\n",
       " ['salt',\n",
       "  'chopped tomato',\n",
       "  'chat masala',\n",
       "  'paprika',\n",
       "  'potato',\n",
       "  'cucumber',\n",
       "  'plain yogurt'],\n",
       " ['carrot',\n",
       "  'cinnamon',\n",
       "  'natural bran',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'corn oil',\n",
       "  'buttermilk',\n",
       "  'egg',\n",
       "  'whole wheat flour',\n",
       "  'vanilla',\n",
       "  'raisins'],\n",
       " ['lime wedge',\n",
       "  'tequila',\n",
       "  'triple sec',\n",
       "  'limeade',\n",
       "  'grand marnier',\n",
       "  'lime juice'],\n",
       " ['flour', 'brown sugar', 'semi-sweet chocolate chips', 'butter', 'pecans'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'chopped tomato',\n",
       "  'cappelletti pasta',\n",
       "  'milk',\n",
       "  'mushrooms',\n",
       "  'tomato soup',\n",
       "  'ground beef',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'cheddar cheese',\n",
       "  'corn',\n",
       "  'pepper'],\n",
       " ['hot water',\n",
       "  'dry white wine',\n",
       "  'garlic',\n",
       "  'squid',\n",
       "  'tomato sauce',\n",
       "  'extra virgin olive oil',\n",
       "  'salt and pepper',\n",
       "  'parsley',\n",
       "  'spaghetti'],\n",
       " ['flour',\n",
       "  'vinegar',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'cocoa',\n",
       "  'vegetable oil',\n",
       "  'water',\n",
       "  'vanilla',\n",
       "  'sugar'],\n",
       " ['clove', 'applesauce', 'pork loin chops', 'brown sugar'],\n",
       " ['cream cheese',\n",
       "  'turkey',\n",
       "  'radish sprouts',\n",
       "  'honey mustard',\n",
       "  'ham',\n",
       "  'swiss cheese',\n",
       "  'whole wheat bread dough',\n",
       "  'roast beef',\n",
       "  'provolone cheese',\n",
       "  'leaf lettuce',\n",
       "  'butter',\n",
       "  'green olives',\n",
       "  'cheddar cheese',\n",
       "  'prepared horseradish',\n",
       "  'roasted red peppers',\n",
       "  'mayonnaise'],\n",
       " ['flour',\n",
       "  'sour cream',\n",
       "  'beef broth',\n",
       "  'lemon, juice of',\n",
       "  'fresh dill',\n",
       "  'salt and pepper',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'wild mushrooms'],\n",
       " ['green onions',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'english cucumber',\n",
       "  'sesame oil',\n",
       "  'fresh ginger',\n",
       "  'rice wine vinegar',\n",
       "  'asian chili sauce',\n",
       "  'bean sprouts',\n",
       "  'honey',\n",
       "  'fresh cilantro',\n",
       "  'light soy sauce',\n",
       "  'rice noodles'],\n",
       " ['bittersweet chocolate',\n",
       "  'unsalted butter',\n",
       "  'granulated sugar',\n",
       "  'egg',\n",
       "  'kosher salt',\n",
       "  'brewed espresso',\n",
       "  'unsweetened cocoa powder',\n",
       "  'all-purpose flour',\n",
       "  'vanilla'],\n",
       " ['dr. pepper cola', 'orange marmalade', 'brown sugar'],\n",
       " ['salt',\n",
       "  'sesame oil',\n",
       "  'gingerroot',\n",
       "  'scallions',\n",
       "  'fish',\n",
       "  'rice wine',\n",
       "  'peanut oil',\n",
       "  'low sodium soy sauce',\n",
       "  'white pepper'],\n",
       " ['flour',\n",
       "  'parmesan cheese',\n",
       "  'garlic',\n",
       "  'romano cheese',\n",
       "  'french bread',\n",
       "  'beef broth',\n",
       "  'low sodium beef broth',\n",
       "  'swiss cheese',\n",
       "  'sherry wine',\n",
       "  'sugar',\n",
       "  'butter',\n",
       "  'olive oil',\n",
       "  'yellow onions'],\n",
       " ['salt',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'margarine',\n",
       "  'chocolate chips',\n",
       "  'egg',\n",
       "  'whole wheat flour',\n",
       "  'water',\n",
       "  'white sugar',\n",
       "  'all-purpose flour',\n",
       "  'vanilla'],\n",
       " ['squash',\n",
       "  'egg',\n",
       "  'sage',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'cornbread',\n",
       "  'cream of chicken soup'],\n",
       " ['salt',\n",
       "  'italian sausage',\n",
       "  'white onion',\n",
       "  'tomato sauce',\n",
       "  'paprika',\n",
       "  'dried basil',\n",
       "  'dried parsley',\n",
       "  'garlic powder',\n",
       "  'dried oregano',\n",
       "  'bay leaves',\n",
       "  'olive oil',\n",
       "  'pepper',\n",
       "  'sugar',\n",
       "  'bottled garlic'],\n",
       " ['soy sauce',\n",
       "  'salt',\n",
       "  'ground black pepper',\n",
       "  'sharp cheddar cheese',\n",
       "  'frozen broccoli cuts',\n",
       "  'milk',\n",
       "  'garlic powder',\n",
       "  'french-fried onions',\n",
       "  'cream of chicken soup'],\n",
       " ['egg',\n",
       "  'almond extract',\n",
       "  'all-purpose flour',\n",
       "  'whole milk',\n",
       "  'butter',\n",
       "  'pure vanilla extract',\n",
       "  'sugar'],\n",
       " ['unsalted butter',\n",
       "  'egg',\n",
       "  'unseasoned breadcrumbs',\n",
       "  'oil',\n",
       "  'artichoke hearts',\n",
       "  'fresh garlic'],\n",
       " ['chicken',\n",
       "  'worcestershire sauce',\n",
       "  'hot red pepper sauce',\n",
       "  'salt',\n",
       "  'cider vinegar',\n",
       "  'chili powder',\n",
       "  'black pepper',\n",
       "  'barbecue sauce'],\n",
       " ['cream cheese',\n",
       "  'sour cream',\n",
       "  'frozen broccoli',\n",
       "  'dry onion soup mix',\n",
       "  'water chestnuts',\n",
       "  'cheddar cheese',\n",
       "  'ritz cracker crumbs'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'milk',\n",
       "  'instant chocolate pudding mix',\n",
       "  'sugar',\n",
       "  'cool whip',\n",
       "  'water',\n",
       "  'vanilla',\n",
       "  'cocoa powder',\n",
       "  'mayonnaise'],\n",
       " ['lean chuck',\n",
       "  'flour',\n",
       "  'unsweetened cocoa',\n",
       "  'hunts tomato sauce',\n",
       "  'oregano leaves',\n",
       "  'garlic',\n",
       "  'cumin',\n",
       "  'budweiser beer',\n",
       "  'paprika',\n",
       "  'cornmeal',\n",
       "  'lean pork',\n",
       "  'water',\n",
       "  'chili powder',\n",
       "  'onion',\n",
       "  'coriander',\n",
       "  'louisiana hot sauce',\n",
       "  'sugar',\n",
       "  'bouillon'],\n",
       " ['red bell pepper',\n",
       "  'unsalted butter',\n",
       "  'simply potatoes shredded hash browns',\n",
       "  'egg',\n",
       "  'kosher salt',\n",
       "  'fresh garlic',\n",
       "  'unsmoked bacon',\n",
       "  'meatloaf mixture',\n",
       "  'olive oil',\n",
       "  'yellow onion',\n",
       "  'goat cheese',\n",
       "  'white pepper',\n",
       "  'baby spinach'],\n",
       " ['dark brown sugar',\n",
       "  'pumpkin puree',\n",
       "  'ground cloves',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'ground cinnamon',\n",
       "  'pie crusts',\n",
       "  'milk',\n",
       "  'ground ginger',\n",
       "  'nutmeg',\n",
       "  'egg white',\n",
       "  'heavy cream'],\n",
       " ['flour',\n",
       "  'poultry seasoning',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'beef',\n",
       "  'baking powder',\n",
       "  'paprika',\n",
       "  'celery seed',\n",
       "  'dry onion flakes',\n",
       "  'breadcrumbs',\n",
       "  'vegetable oil',\n",
       "  'milk',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'poppy seed',\n",
       "  'cream of chicken soup'],\n",
       " ['flour',\n",
       "  'brown sugar',\n",
       "  'hershey chocolate candy bars',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'blended oatmeal',\n",
       "  'semi-sweet chocolate chips',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'sugar',\n",
       "  'nuts'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'chocolate chips',\n",
       "  'egg',\n",
       "  'oatmeal',\n",
       "  'white sugar',\n",
       "  'butter',\n",
       "  \"hershey's semi-sweet baking chocolate\",\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'nuts'],\n",
       " ['flour', 'granulated sugar', 'milk', 'butter', 'vanilla'],\n",
       " ['salsa',\n",
       "  'taco seasoning',\n",
       "  'corn cobs',\n",
       "  'ground beef',\n",
       "  'taco shells',\n",
       "  'cheddar cheese',\n",
       "  'lettuce',\n",
       "  'tomato',\n",
       "  'onion'],\n",
       " ['stewing pork',\n",
       "  'tortilla chips',\n",
       "  'garlic',\n",
       "  'white onion',\n",
       "  'beef broth',\n",
       "  'dark chocolate chips',\n",
       "  'black pepper',\n",
       "  'beef bouillon cube',\n",
       "  'chunky salsa',\n",
       "  'light brown sugar',\n",
       "  'ground coriander',\n",
       "  'beans',\n",
       "  'stewing beef',\n",
       "  'sazon goya',\n",
       "  'tomato paste',\n",
       "  'chicken bouillon cube',\n",
       "  'mexican chili powder',\n",
       "  'cinnamon',\n",
       "  'bell peppers',\n",
       "  'salt',\n",
       "  'cumin',\n",
       "  'habanero pepper'],\n",
       " ['cream cheese',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'brown sugar',\n",
       "  'pitted dates',\n",
       "  'tequila',\n",
       "  'egg',\n",
       "  'powdered sugar',\n",
       "  'all-purpose flour',\n",
       "  'triple sec',\n",
       "  'shortening',\n",
       "  'butter',\n",
       "  'lime zest',\n",
       "  'warm water',\n",
       "  'lemon zest',\n",
       "  'pecans',\n",
       "  'orange-flavored liqueur'],\n",
       " ['celery',\n",
       "  'potato flakes',\n",
       "  'carrot',\n",
       "  'bouillon cubes',\n",
       "  'cream of celery soup',\n",
       "  'potato',\n",
       "  'milk',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'cream of chicken soup'],\n",
       " ['flour',\n",
       "  'apples',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'lemon, juice of',\n",
       "  'milk',\n",
       "  'sugar',\n",
       "  'butter',\n",
       "  'cream'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'milk',\n",
       "  'fresh coarse ground black pepper',\n",
       "  'macaroni',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'cheese'],\n",
       " ['muscat wine',\n",
       "  'salt water',\n",
       "  'fine semolina',\n",
       "  'unsalted butter',\n",
       "  'potato',\n",
       "  'macaroni',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'cheese',\n",
       "  'heavy cream'],\n",
       " ['penne pasta',\n",
       "  'potato',\n",
       "  'applesauce',\n",
       "  'milk',\n",
       "  'salt and pepper',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'cheese'],\n",
       " ['pork', 'dried yellow peas', 'salt', 'ginger', 'water'],\n",
       " ['carrot',\n",
       "  'salt',\n",
       "  'dried yellow peas',\n",
       "  'clove',\n",
       "  'dried thyme',\n",
       "  'brown mustard',\n",
       "  'ham bone',\n",
       "  'ground ginger',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'pepper'],\n",
       " ['nutmeg', 'water', 'fresh spinach', 'butter'],\n",
       " ['salt',\n",
       "  'wondra flour',\n",
       "  'ground black pepper',\n",
       "  'granulated sugar',\n",
       "  'paprika',\n",
       "  'ground pork',\n",
       "  'tomato paste',\n",
       "  'cornstarch',\n",
       "  'water',\n",
       "  'ground beef',\n",
       "  'garlic powder',\n",
       "  'chili powder',\n",
       "  'dried onion flakes',\n",
       "  'white vinegar'],\n",
       " ['dark brown sugar',\n",
       "  'salt',\n",
       "  'liquid smoke',\n",
       "  'oregano',\n",
       "  'applesauce',\n",
       "  'maple syrup',\n",
       "  'apple cider vinegar',\n",
       "  'granulated garlic',\n",
       "  'cayenne',\n",
       "  'ponzu sauce',\n",
       "  'tomato ketchup'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['vanilla ice cream', 'frozen whipped topping', 'oreo cookies', 'butter'],\n",
       " ['processed cheese', 'white bread', 'butter'],\n",
       " ['worcestershire sauce',\n",
       "  'soy sauce',\n",
       "  'rosemary',\n",
       "  'garlic',\n",
       "  'balsamic vinegar',\n",
       "  'fresh ground black pepper',\n",
       "  'london broil beef',\n",
       "  'olive oil'],\n",
       " ['fresh mushrooms',\n",
       "  'parmesan cheese',\n",
       "  'garlic',\n",
       "  'nonfat dry milk powder',\n",
       "  'margarine',\n",
       "  'chicken broth',\n",
       "  'teriyaki sauce',\n",
       "  'dried thyme',\n",
       "  'salt and black pepper',\n",
       "  'cornstarch',\n",
       "  'hot pepper sauce',\n",
       "  'spicy brown mustard',\n",
       "  'dried rosemary',\n",
       "  'dried oregano',\n",
       "  'dry sherry',\n",
       "  'nonfat milk'],\n",
       " ['cream cheese',\n",
       "  'almonds',\n",
       "  'cinnamon',\n",
       "  'sour cream',\n",
       "  'egg',\n",
       "  'butter',\n",
       "  'nutmeg',\n",
       "  'vanilla',\n",
       "  'splenda sugar substitute',\n",
       "  'vanilla protein powder'],\n",
       " ['bacon', 'real maple syrup', 'butter', 'refrigerated buttermilk biscuits'],\n",
       " ['worcestershire sauce',\n",
       "  'horseradish',\n",
       "  'tabasco sauce',\n",
       "  'velveeta cheese',\n",
       "  'mayonnaise'],\n",
       " ['red wine vinegar', 'lemon juice', 'water'],\n",
       " ['old fashioned oats',\n",
       "  'berries',\n",
       "  'sugar-free syrup',\n",
       "  'water',\n",
       "  \"i can't believe it's not butter spread\",\n",
       "  'ground flax seeds'],\n",
       " ['flour',\n",
       "  'cream cheese',\n",
       "  'salt',\n",
       "  'french bread',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'milk',\n",
       "  'maple syrup',\n",
       "  'blueberries',\n",
       "  'frozen blueberries',\n",
       "  'vanilla',\n",
       "  'sugar',\n",
       "  'nuts'],\n",
       " ['red potatoes',\n",
       "  'bacon',\n",
       "  'celery',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'chicken broth',\n",
       "  'liquid smoke',\n",
       "  'velveeta cheese',\n",
       "  'onion',\n",
       "  'cheddar cheese',\n",
       "  'chives',\n",
       "  'white pepper'],\n",
       " ['flour',\n",
       "  'cream cheese',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'granulated sugar',\n",
       "  'active dry yeast',\n",
       "  'egg',\n",
       "  'powdered sugar',\n",
       "  'milk',\n",
       "  'vanilla pudding mix',\n",
       "  'butter',\n",
       "  'warm water'],\n",
       " ['garlic',\n",
       "  'part-skim mozzarella cheese',\n",
       "  'red bell pepper',\n",
       "  'spaghetti squash',\n",
       "  'reduced-fat parmesan cheese',\n",
       "  'asparagus',\n",
       "  'italian seasoning',\n",
       "  'salt and pepper',\n",
       "  'white mushroom',\n",
       "  'spaghetti sauce'],\n",
       " ['lemon juice',\n",
       "  'margarine',\n",
       "  'frozen pineapple concentrate',\n",
       "  'oil',\n",
       "  'graham cracker crumbs',\n",
       "  'vegan cream cheese',\n",
       "  'soft silken tofu',\n",
       "  'maple syrup',\n",
       "  'vegan sugar',\n",
       "  'cornstarch',\n",
       "  'water',\n",
       "  'coriander',\n",
       "  'vanilla'],\n",
       " ['celery',\n",
       "  'garlic',\n",
       "  'low sodium chicken broth',\n",
       "  'large raw shrimp',\n",
       "  'vegetable oil',\n",
       "  'andouille sausage',\n",
       "  'frozen black-eyed peas',\n",
       "  'all-purpose flour',\n",
       "  'onion',\n",
       "  'green bell pepper',\n",
       "  'creole seasoning',\n",
       "  'cooked chicken'],\n",
       " ['egg',\n",
       "  'thousand island dressing',\n",
       "  'salt and pepper',\n",
       "  'cracker',\n",
       "  'pickle',\n",
       "  'ground beef',\n",
       "  'onion',\n",
       "  'cheddar cheese'],\n",
       " ['parmesan cheese',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'lemon juice',\n",
       "  'white pepper',\n",
       "  'parsley',\n",
       "  'basil',\n",
       "  'heavy whipping cream',\n",
       "  'butter',\n",
       "  'linguine',\n",
       "  'parmesan-romano cheese mix',\n",
       "  'salmon',\n",
       "  'cajun spices'],\n",
       " ['feta', 'egg', 'oil', 'milk', 'phyllo dough', 'cottage cheese'],\n",
       " ['soy sauce',\n",
       "  'imitation crabmeat',\n",
       "  'avocado',\n",
       "  'seasoned rice vinegar',\n",
       "  'white rice',\n",
       "  'pickled ginger',\n",
       "  'cucumber',\n",
       "  'lettuce'],\n",
       " ['flour',\n",
       "  'baking soda',\n",
       "  'walnuts',\n",
       "  'egg',\n",
       "  'mixed candied fruit',\n",
       "  'maraschino cherry',\n",
       "  'sweetened condensed milk',\n",
       "  'mincemeat'],\n",
       " ['celery',\n",
       "  'chicken breasts',\n",
       "  'salt',\n",
       "  'white onion',\n",
       "  'egg',\n",
       "  'kosher salt',\n",
       "  'oil',\n",
       "  'chicken stock',\n",
       "  'matzo meal',\n",
       "  'baby carrots',\n",
       "  'baking powder',\n",
       "  'pepper',\n",
       "  'sugar'],\n",
       " ['cream of mushroom soup',\n",
       "  'sour cream',\n",
       "  'frozen southern style hash brown potatoes',\n",
       "  'cheddar cheese',\n",
       "  'poppy seed'],\n",
       " ['veggie shreds cheese',\n",
       "  'red onion',\n",
       "  'ground sage',\n",
       "  'egg',\n",
       "  'oregano',\n",
       "  'fresh garlic cloves',\n",
       "  'italian seasoned breadcrumbs',\n",
       "  'ground coriander',\n",
       "  'ketchup',\n",
       "  'sea salt',\n",
       "  'low sodium soy sauce',\n",
       "  'lean ground beef',\n",
       "  'olive oil',\n",
       "  'fresh ground pepper',\n",
       "  'adobo seasoning'],\n",
       " ['celery',\n",
       "  'kraft macaroni and cheese',\n",
       "  'cream of celery soup',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'green bell pepper',\n",
       "  'mushrooms',\n",
       "  'tuna'],\n",
       " ['dry mustard',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'cider vinegar',\n",
       "  'paprika',\n",
       "  'miracle whip',\n",
       "  'tabasco sauce',\n",
       "  'vegetable oil',\n",
       "  'ketchup',\n",
       "  'pepper',\n",
       "  'sugar'],\n",
       " ['kosher salt & freshly ground black pepper',\n",
       "  'water-packed artichoke hearts',\n",
       "  'pepperoncini peppers',\n",
       "  'red bell pepper',\n",
       "  'red onion',\n",
       "  'italian parsley',\n",
       "  'kalamata olive',\n",
       "  'lemon, juice of',\n",
       "  'shallot',\n",
       "  'oregano',\n",
       "  'tuna in vegetable oil',\n",
       "  'extra virgin olive oil',\n",
       "  'seedless cucumber',\n",
       "  'red wine vinegar',\n",
       "  'red ripe tomatoes'],\n",
       " ['orange roughy',\n",
       "  'seasoning salt',\n",
       "  'ground black pepper',\n",
       "  'egg',\n",
       "  'buttermilk',\n",
       "  'canola oil',\n",
       "  'self-rising flour'],\n",
       " ['bacon',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'frozen spinach',\n",
       "  'egg',\n",
       "  'egg yolk',\n",
       "  'simply potatoes traditional mashed potatoes',\n",
       "  'green onion',\n",
       "  'all-purpose flour',\n",
       "  'goat cheese'],\n",
       " ['flour',\n",
       "  'seasoning salt',\n",
       "  'ground black pepper',\n",
       "  'egg',\n",
       "  'cajun seasoning',\n",
       "  'milk',\n",
       "  'boneless pork chops',\n",
       "  'salt and pepper',\n",
       "  'canola oil',\n",
       "  'self-rising flour'],\n",
       " ['imitation crabmeat',\n",
       "  'ramen noodles',\n",
       "  'stir fry vegetables',\n",
       "  'water',\n",
       "  'teriyaki marinade'],\n",
       " ['celery',\n",
       "  'pumpkin puree',\n",
       "  'salt',\n",
       "  'red onion',\n",
       "  'fresh cilantro leaves',\n",
       "  'apple',\n",
       "  'green bell pepper',\n",
       "  'smooth cashew butter',\n",
       "  'pesto sauce',\n",
       "  'small red potato',\n",
       "  'ground red pepper',\n",
       "  'banana',\n",
       "  'vegetable broth',\n",
       "  'pumpkin seeds'],\n",
       " ['garlic',\n",
       "  'margarine',\n",
       "  'vegetable bouillon cubes',\n",
       "  'parsley',\n",
       "  'water',\n",
       "  'chili powder',\n",
       "  'nutmeg',\n",
       "  'dry-roasted cashews',\n",
       "  'mushrooms'],\n",
       " ['oranges', 'vanilla bean', 'mangoes', 'ice cubes', 'strawberries'],\n",
       " ['white beans',\n",
       "  'fresh rosemary',\n",
       "  'garlic',\n",
       "  'vegetable broth',\n",
       "  'leeks',\n",
       "  'salt and pepper',\n",
       "  'olive oil',\n",
       "  'russet potatoes'],\n",
       " ['turmeric',\n",
       "  'garlic',\n",
       "  'coriander seed',\n",
       "  'cinnamon stick',\n",
       "  'cardamom pods',\n",
       "  'ground cumin',\n",
       "  'salt & freshly ground black pepper',\n",
       "  'fresh ginger',\n",
       "  'fresh coriander',\n",
       "  'boneless skinless chicken breasts',\n",
       "  'chicken stock',\n",
       "  'black peppercorns',\n",
       "  'chili powder',\n",
       "  'onion',\n",
       "  'soy yogurt',\n",
       "  'cloves'],\n",
       " ['worcestershire sauce',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'beef bouillon cubes',\n",
       "  'dried thyme',\n",
       "  'tabasco sauce',\n",
       "  'rump roast',\n",
       "  'garlic powder',\n",
       "  'dried oregano',\n",
       "  'black pepper',\n",
       "  'boiling water'],\n",
       " ['ginger', 'milk', 'water', 'honey', 'tea bag'],\n",
       " ['sausage', 'velveeta cheese', 'ground beef', 'taco chips'],\n",
       " ['ground mustard',\n",
       "  'worcestershire sauce',\n",
       "  'brown sugar',\n",
       "  'tomato sauce',\n",
       "  'hamburger buns',\n",
       "  'ketchup',\n",
       "  'garlic powder',\n",
       "  'onion',\n",
       "  'lean ground beef',\n",
       "  'bell pepper',\n",
       "  'white vinegar',\n",
       "  'steak seasoning'],\n",
       " ['safflower oil',\n",
       "  'green onions',\n",
       "  'soy sauce',\n",
       "  'carrot',\n",
       "  'white mushrooms',\n",
       "  'salt',\n",
       "  'garlic',\n",
       "  'pepper',\n",
       "  'fresh corn kernels',\n",
       "  'gingerroot',\n",
       "  'rice wine vinegar',\n",
       "  'green peppers',\n",
       "  'salad seasoning',\n",
       "  'salad greens',\n",
       "  'honey',\n",
       "  'beets'],\n",
       " ['dry white wine',\n",
       "  'pork chops',\n",
       "  'chicken broth',\n",
       "  'paprika',\n",
       "  'fresh lemon juice',\n",
       "  'fennel seeds',\n",
       "  'onion',\n",
       "  'olive oil'],\n",
       " ['red bell pepper',\n",
       "  'black olives',\n",
       "  'mozzarella cheese',\n",
       "  'egg',\n",
       "  'pepperoni',\n",
       "  'italian seasoning',\n",
       "  'ramen noodles',\n",
       "  'garlic powder',\n",
       "  'roma tomato'],\n",
       " ['flour',\n",
       "  'natural bran',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'sunflower seeds',\n",
       "  'milk',\n",
       "  'molasses',\n",
       "  'baking powder',\n",
       "  'sesame seeds',\n",
       "  'raisins'],\n",
       " ['black tea leaves',\n",
       "  'broiler',\n",
       "  'garlic',\n",
       "  'brown sugar',\n",
       "  'orange, juice of',\n",
       "  'minced ginger',\n",
       "  'peppercorn',\n",
       "  'low sodium soy sauce',\n",
       "  'dry sherry',\n",
       "  'orange zest',\n",
       "  'onion'],\n",
       " ['turmeric',\n",
       "  'gingerroot',\n",
       "  'coriander seed',\n",
       "  'cardamom pods',\n",
       "  'yoghurt',\n",
       "  'fruit vinegar',\n",
       "  'peanut oil',\n",
       "  'kaffir lime leaves',\n",
       "  'star anise',\n",
       "  'lemongrass',\n",
       "  'cloves'],\n",
       " ['graham wafers',\n",
       "  'blueberry pie filling',\n",
       "  'vanilla pudding mix',\n",
       "  'cool whip'],\n",
       " ['vinegar',\n",
       "  'salt',\n",
       "  'tomato paste',\n",
       "  'canned jalapeno slices',\n",
       "  'cayenne pepper',\n",
       "  'cornstarch',\n",
       "  'chili powder',\n",
       "  'water',\n",
       "  'garlic powder',\n",
       "  'onion powder',\n",
       "  'dried onion flakes',\n",
       "  'sugar'],\n",
       " ['shredded coconut',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'vanilla',\n",
       "  'corn flakes',\n",
       "  'butter',\n",
       "  'quick-cooking oats',\n",
       "  'baking powder',\n",
       "  'cake flour',\n",
       "  'raisins',\n",
       "  'nuts'],\n",
       " ['whole turkey',\n",
       "  'kosher salt',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'olive oil',\n",
       "  'pepper',\n",
       "  'italian spices'],\n",
       " ['salsa',\n",
       "  'corn chips',\n",
       "  'sour cream',\n",
       "  'chili with beans',\n",
       "  'onion',\n",
       "  'cheddar cheese'],\n",
       " ['plain breadcrumbs',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'cauliflower florets',\n",
       "  'parsley sprig',\n",
       "  'vegetable oil',\n",
       "  'pepper'],\n",
       " ['ground black pepper',\n",
       "  'walnuts',\n",
       "  'kosher salt',\n",
       "  'mixed herbs',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'fresh green beans',\n",
       "  'olive oil'],\n",
       " ['hamburger buns',\n",
       "  'sweet pickle relish',\n",
       "  'ketchup',\n",
       "  'ham',\n",
       "  'american cheese'],\n",
       " ['bacon', 'carrot', 'tomato soup', 'sugar'],\n",
       " ['lipton onion soup mix',\n",
       "  'brown sugar',\n",
       "  'egg',\n",
       "  'seasoned bread crumbs',\n",
       "  'ground beef',\n",
       "  'ketchup'],\n",
       " ['bulk pork sausage',\n",
       "  'worcestershire sauce',\n",
       "  'rye cocktail bread',\n",
       "  'oregano',\n",
       "  'velveeta cheese',\n",
       "  'garlic powder',\n",
       "  'ground chuck',\n",
       "  'ground pepper'],\n",
       " ['glace cherries',\n",
       "  'caster sugar',\n",
       "  'self-raising flour',\n",
       "  'brown sugar',\n",
       "  'egg',\n",
       "  'pineapple in syrup',\n",
       "  'milk',\n",
       "  'vanilla essence',\n",
       "  'butter'],\n",
       " ['coconut milk',\n",
       "  'oat bran',\n",
       "  'apple',\n",
       "  'greens',\n",
       "  'flax seed oil',\n",
       "  'water',\n",
       "  'honey',\n",
       "  'banana'],\n",
       " ['sour cream',\n",
       "  \"hellmann's mayonnaise\",\n",
       "  'knorr vegetable soup mix',\n",
       "  'water chestnuts',\n",
       "  'green onion',\n",
       "  'hawaiian bread'],\n",
       " ['broccoli floret',\n",
       "  'soy sauce',\n",
       "  'carrot',\n",
       "  'egg',\n",
       "  'sliced mushrooms',\n",
       "  'brown rice',\n",
       "  'olive oil',\n",
       "  'peas'],\n",
       " ['skim milk',\n",
       "  'pumpkin',\n",
       "  'pumpkin pie spice',\n",
       "  'reduced fat graham cracker crust',\n",
       "  'egg whites',\n",
       "  'splenda sugar substitute'],\n",
       " ['beef stew', 'biscuits'],\n",
       " ['unsweetened cocoa',\n",
       "  'salt',\n",
       "  'unsalted butter',\n",
       "  'creamy peanut butter',\n",
       "  'baking soda',\n",
       "  'powdered sugar',\n",
       "  'buttermilk',\n",
       "  'espresso',\n",
       "  'light corn syrup',\n",
       "  'extra-large eggs',\n",
       "  'honey roasted peanuts',\n",
       "  'semisweet chocolate',\n",
       "  'unbleached all-purpose flour',\n",
       "  'pure vanilla extract',\n",
       "  'sugar',\n",
       "  'heavy cream'],\n",
       " ['garlic',\n",
       "  'red bell pepper',\n",
       "  'corn kernel',\n",
       "  'cilantro',\n",
       "  'ground cumin',\n",
       "  'short-grain brown rice',\n",
       "  'chipotle chile in adobo',\n",
       "  'lime zest',\n",
       "  'yellow cornmeal',\n",
       "  'olive oil',\n",
       "  'fresh lime juice',\n",
       "  'onion'],\n",
       " ['whipped dessert topping mix',\n",
       "  'egg',\n",
       "  'instant vanilla pudding',\n",
       "  'water',\n",
       "  'all-purpose flour',\n",
       "  'butter'],\n",
       " ['celery',\n",
       "  'salt',\n",
       "  'white onions',\n",
       "  'miracle whip',\n",
       "  'potato',\n",
       "  'milk',\n",
       "  'dijon mustard',\n",
       "  'sugar',\n",
       "  'mustard',\n",
       "  'white pepper',\n",
       "  'hard-boiled eggs',\n",
       "  'fresh ground pepper'],\n",
       " ['soy sauce',\n",
       "  'lemon juice',\n",
       "  'white rice',\n",
       "  'seasoning salt',\n",
       "  'dried basil',\n",
       "  'cayenne pepper',\n",
       "  'water',\n",
       "  'chili powder',\n",
       "  'garlic powder',\n",
       "  'butter',\n",
       "  'black pepper',\n",
       "  'tea bag'],\n",
       " ['roasted red pepper',\n",
       "  'kalamata olive',\n",
       "  'frozen spinach',\n",
       "  'egg',\n",
       "  'oregano',\n",
       "  'milk',\n",
       "  'feta cheese',\n",
       "  'onion',\n",
       "  'bisquick',\n",
       "  'fresh ground pepper'],\n",
       " ['ground cloves',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'pumpkin',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'sugar',\n",
       "  'water',\n",
       "  'all-purpose flour',\n",
       "  'nutmeg',\n",
       "  'baking powder',\n",
       "  'allspice',\n",
       "  'pecans'],\n",
       " ['dry onion soup mix',\n",
       "  'vegetable oil',\n",
       "  'boneless pork chops',\n",
       "  'water',\n",
       "  'black pepper',\n",
       "  'long-grain rice'],\n",
       " ['rum',\n",
       "  'garlic',\n",
       "  'clove',\n",
       "  'crushed tomatoes',\n",
       "  'red peppers',\n",
       "  'chives',\n",
       "  'olive oil',\n",
       "  'thyme',\n",
       "  'ginger',\n",
       "  'brown sugar',\n",
       "  'boneless skinless chicken breasts',\n",
       "  'cayenne',\n",
       "  'onion flakes',\n",
       "  'pepper',\n",
       "  'chili powder',\n",
       "  'nutmeg',\n",
       "  'allspice',\n",
       "  'jamaican jerk spice',\n",
       "  'lime juice',\n",
       "  'cinnamon',\n",
       "  'sage',\n",
       "  'onion',\n",
       "  'habanero pepper'],\n",
       " ['strawberry', 'mango', 'ice', 'frozen limeade concentrate', 'lime sorbet'],\n",
       " ['strawberry',\n",
       "  'apple juice',\n",
       "  'ice',\n",
       "  'non-fat vanilla frozen yogurt',\n",
       "  'banana'],\n",
       " ['hoisin sauce',\n",
       "  'red chile',\n",
       "  'garlic',\n",
       "  'sesame oil',\n",
       "  'coriander seed',\n",
       "  'yoghurt',\n",
       "  'fruit vinegar',\n",
       "  'fish sauce',\n",
       "  'cumin'],\n",
       " ['salt',\n",
       "  'peppermint oreos',\n",
       "  'egg',\n",
       "  'candy cane',\n",
       "  'vanilla',\n",
       "  'unsweetened cocoa powder',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'unsweetened chocolate',\n",
       "  'peppermint extract',\n",
       "  'sugar'],\n",
       " ['celery',\n",
       "  'slivered almonds',\n",
       "  'salt',\n",
       "  'cooked chicken breasts',\n",
       "  'orange juice',\n",
       "  'mandarin oranges',\n",
       "  'green grapes',\n",
       "  'canola oil',\n",
       "  'pineapple tidbits',\n",
       "  'cooked rice',\n",
       "  'white vinegar',\n",
       "  'mayonnaise'],\n",
       " ['celery',\n",
       "  'seasoning salt',\n",
       "  'sweet pickle relish',\n",
       "  'mayonnaise',\n",
       "  'mustard',\n",
       "  'onion',\n",
       "  'cheddar cheese',\n",
       "  'hard-boiled eggs',\n",
       "  'sugar',\n",
       "  'frozen peas'],\n",
       " ['dry breadcrumbs',\n",
       "  'parmesan cheese',\n",
       "  'butter',\n",
       "  'seasoning salt',\n",
       "  'paprika',\n",
       "  'buttermilk',\n",
       "  'all-purpose flour',\n",
       "  'oil',\n",
       "  'dried thyme',\n",
       "  'cayenne pepper',\n",
       "  'fresh garlic',\n",
       "  'dijon mustard',\n",
       "  'hot pepper sauce',\n",
       "  'garlic powder',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'chicken pieces'],\n",
       " ['hoisin sauce',\n",
       "  'cinnamon',\n",
       "  'lemon juice',\n",
       "  'seasoning salt',\n",
       "  'habanero sauce',\n",
       "  'pork baby back ribs',\n",
       "  'fresh garlic',\n",
       "  'ketchup',\n",
       "  'allspice',\n",
       "  'louisiana hot sauce',\n",
       "  'pepper',\n",
       "  'sugar'],\n",
       " ['celery',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'red bell pepper',\n",
       "  'chicken leg',\n",
       "  'italian seasoning',\n",
       "  'peas',\n",
       "  'spaghetti sauce',\n",
       "  'beef stock',\n",
       "  'onion',\n",
       "  'corn',\n",
       "  'rotini pasta',\n",
       "  'pepper'],\n",
       " ['sour cream',\n",
       "  'margarine',\n",
       "  'stove top stuffing mix monterey style with mushroom and onion',\n",
       "  'pam cooking spray',\n",
       "  'salt and pepper',\n",
       "  'aluminum foil',\n",
       "  'mexicorn whole kernel corn',\n",
       "  'spinach dip'],\n",
       " ['pickling spices', 'cooking onions', 'white vinegar'],\n",
       " ['soy sauce',\n",
       "  'carrot',\n",
       "  'chicken broth',\n",
       "  'egg',\n",
       "  'cooked pasta',\n",
       "  'peas',\n",
       "  'cooked chicken'],\n",
       " ['cream cheese', 'mixed fruit', 'cool whip', 'cake crumbs'],\n",
       " ['flour',\n",
       "  'squash',\n",
       "  'egg',\n",
       "  'lemon flavoring',\n",
       "  'cool whip',\n",
       "  'coconut flavoring',\n",
       "  'pie crust',\n",
       "  'butter',\n",
       "  'sugar'],\n",
       " ['cream of mushroom soup',\n",
       "  'ground cloves',\n",
       "  'dried parsley flakes',\n",
       "  'salt',\n",
       "  'ground cinnamon',\n",
       "  'dijon mustard',\n",
       "  'ground veal',\n",
       "  'garlic powder',\n",
       "  'black pepper',\n",
       "  'dried onion flakes'],\n",
       " ['catfish nuggets',\n",
       "  'garlic',\n",
       "  'mexican-style stewed tomatoes with jalapeno peppers',\n",
       "  'oregano',\n",
       "  'chicken stock',\n",
       "  'black pepper',\n",
       "  'olive oil',\n",
       "  'old bay seasoning',\n",
       "  'red onions',\n",
       "  'small shrimp',\n",
       "  'gumbo file',\n",
       "  'parsley',\n",
       "  'brown rice',\n",
       "  'tabasco sauce',\n",
       "  'seafood',\n",
       "  'okra',\n",
       "  'lemon',\n",
       "  'red wine vinegar',\n",
       "  'tomato soup'],\n",
       " ['bacon',\n",
       "  'sour cream',\n",
       "  'paprika',\n",
       "  'egg',\n",
       "  'mild cheddar cheese',\n",
       "  'fresh chives',\n",
       "  'white vinegar'],\n",
       " ['chicken breasts',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'lemon juice',\n",
       "  'garlic salt',\n",
       "  'dried basil',\n",
       "  'dried parsley',\n",
       "  'dried oregano',\n",
       "  'cracked black pepper',\n",
       "  'olive oil',\n",
       "  'white vinegar',\n",
       "  'sandwich buns'],\n",
       " ['flour',\n",
       "  'shredded coconut',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'margarine',\n",
       "  'egg',\n",
       "  'quick oats',\n",
       "  'nutmeg',\n",
       "  'vanilla',\n",
       "  'boiling water',\n",
       "  'cream',\n",
       "  'nuts'],\n",
       " ['marshmallows', 'rice krispies', 'butter'],\n",
       " ['cream cheese',\n",
       "  'cool whip topping',\n",
       "  'orange juice',\n",
       "  'frozen limeade concentrate'],\n",
       " ['avocado',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'corn chips',\n",
       "  'lemon juice',\n",
       "  'garlic',\n",
       "  'salad oil',\n",
       "  'tabasco sauce',\n",
       "  'tuna',\n",
       "  'pitted ripe olives',\n",
       "  'green onion',\n",
       "  'chili powder',\n",
       "  'cheddar cheese',\n",
       "  'lettuce',\n",
       "  'tomato',\n",
       "  'sugar'],\n",
       " ['tahini',\n",
       "  'garlic',\n",
       "  'low-fat yogurt',\n",
       "  'salt & freshly ground black pepper',\n",
       "  'ground cumin',\n",
       "  'fresh coriander',\n",
       "  'baking potatoes',\n",
       "  'chickpeas',\n",
       "  'coriander',\n",
       "  'olive oil'],\n",
       " ['salt',\n",
       "  'yellow cornmeal',\n",
       "  'egg',\n",
       "  'buttermilk',\n",
       "  'mayonnaise',\n",
       "  'vegetable oil',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['soy sauce',\n",
       "  'carrot',\n",
       "  'red cabbage',\n",
       "  'gingerroot',\n",
       "  'sesame oil',\n",
       "  'green cabbage',\n",
       "  'apple',\n",
       "  'maple syrup',\n",
       "  'rice vinegar',\n",
       "  'green onion'],\n",
       " ['turmeric',\n",
       "  'orzo pasta',\n",
       "  'chicken soup powder',\n",
       "  'canola oil',\n",
       "  'water',\n",
       "  'garlic powder',\n",
       "  'black pepper',\n",
       "  'long-grain rice'],\n",
       " ['jalapeno pepper',\n",
       "  'avocado',\n",
       "  'white onion',\n",
       "  'chicken broth',\n",
       "  'chicken breast',\n",
       "  'ear of corn',\n",
       "  'crushed tomatoes',\n",
       "  'chipotle chiles in adobo',\n",
       "  'celery ribs',\n",
       "  'salt and pepper',\n",
       "  'fresh cilantro',\n",
       "  'green bell pepper',\n",
       "  'cumin'],\n",
       " ['salt',\n",
       "  'italian-style tomato sauce',\n",
       "  'eggplant',\n",
       "  'fiber one cereal',\n",
       "  'dried basil',\n",
       "  'reduced-fat parmesan cheese',\n",
       "  'garlic powder',\n",
       "  'fat free mozzarella cheese',\n",
       "  'egg white',\n",
       "  'pepper'],\n",
       " ['white rice', 'egg', 'beef gravy', 'ground beef', 'onion'],\n",
       " ['tomatoes and green chilies',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'pinto beans',\n",
       "  'ham soup base',\n",
       "  'salt',\n",
       "  'black-eyed peas',\n",
       "  'navy beans',\n",
       "  'ham bone',\n",
       "  'celery ribs',\n",
       "  'water',\n",
       "  'great northern beans',\n",
       "  'onion',\n",
       "  'ham',\n",
       "  'beans',\n",
       "  'pepper'],\n",
       " ['skinless chicken breast half',\n",
       "  'garlic',\n",
       "  'light mayonnaise',\n",
       "  'red bell pepper',\n",
       "  'cider vinegar',\n",
       "  'feta cheese',\n",
       "  'fresh dill'],\n",
       " ['garlic salt',\n",
       "  'mozzarella cheese',\n",
       "  'italian seasoning',\n",
       "  'spaghetti sauce',\n",
       "  'cheese ravioli',\n",
       "  'lean ground beef'],\n",
       " ['worcestershire sauce',\n",
       "  'lemon juice',\n",
       "  'orange marmalade',\n",
       "  'chicken pieces',\n",
       "  'barbecue sauce'],\n",
       " ['turmeric',\n",
       "  'salt',\n",
       "  'ground black pepper',\n",
       "  'paprika',\n",
       "  'garlic powder',\n",
       "  'onion powder',\n",
       "  'coriander',\n",
       "  'ground red pepper'],\n",
       " ['cream cheese',\n",
       "  'green pepper',\n",
       "  'mexican blend cheese',\n",
       "  'sour cream',\n",
       "  'black olives',\n",
       "  'green onion',\n",
       "  'taco seasoning mix',\n",
       "  'lettuce',\n",
       "  'tomato',\n",
       "  'mayonnaise'],\n",
       " ['minced clams',\n",
       "  'green onions',\n",
       "  'worcestershire sauce',\n",
       "  'green bell peppers',\n",
       "  'sharp cheddar cheese',\n",
       "  'paprika',\n",
       "  'tabasco sauce'],\n",
       " ['shrimp',\n",
       "  'red bell pepper',\n",
       "  'red onion',\n",
       "  'spaghetti squash',\n",
       "  'olives',\n",
       "  'oregano',\n",
       "  'yellow bell pepper',\n",
       "  'olive oil',\n",
       "  'eggplants'],\n",
       " ['heavy cream', 'semisweet chocolate', \"confectioners' sugar\", 'butter'],\n",
       " ['pecans',\n",
       "  'crushed pineapple',\n",
       "  'frozen whipped topping',\n",
       "  'small marshmallow',\n",
       "  'cherry pie filling',\n",
       "  'sweetened condensed milk'],\n",
       " ['bacon',\n",
       "  'green onions',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'oil',\n",
       "  'potato',\n",
       "  'cheddar cheese'],\n",
       " ['plain flour',\n",
       "  'pizza sauce',\n",
       "  'parmesan cheese',\n",
       "  'salt',\n",
       "  'mozzarella cheese',\n",
       "  'canola oil',\n",
       "  'onion',\n",
       "  'boneless eye of round beef steak',\n",
       "  'pepper'],\n",
       " ['seasoning salt',\n",
       "  'ground black pepper',\n",
       "  \"campbell's golden mushroom soup\",\n",
       "  'oregano',\n",
       "  'all-purpose flour',\n",
       "  'bacon grease',\n",
       "  'soup mix',\n",
       "  'boneless country-style ribs'],\n",
       " ['flour', 'fruit', 'egg', 'milk', 'butter', 'sugar'],\n",
       " ['apples',\n",
       "  'ground cinnamon',\n",
       "  'crescent roll dough',\n",
       "  'baby carrots',\n",
       "  'butter',\n",
       "  'honey',\n",
       "  'cardamom',\n",
       "  'sugar'],\n",
       " ['garlic salt',\n",
       "  'mozzarella cheese',\n",
       "  'italian seasoning',\n",
       "  'olive oil',\n",
       "  'refrigerated biscuits'],\n",
       " ['flour', 'salt', 'active dry yeast', 'milk', 'water', 'butter', 'sugar'],\n",
       " ['cream cheese',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'lemon peel',\n",
       "  'egg yolk',\n",
       "  'whipping cream',\n",
       "  'sugar',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'egg yolks'],\n",
       " ['honey',\n",
       "  'chili sauce',\n",
       "  'country-style dijon mustard',\n",
       "  'little smokies sausages'],\n",
       " ['orange curacao',\n",
       "  'bacardi dark rum',\n",
       "  'orgeat syrup',\n",
       "  'pineapple juice',\n",
       "  'orange juice',\n",
       "  'white rum',\n",
       "  'grenadine',\n",
       "  'prepared sweet-and-sour mix',\n",
       "  \"meyer's dark rum\"],\n",
       " ['balsamic vinaigrette',\n",
       "  'pork chops',\n",
       "  'sliced mushrooms',\n",
       "  'red apples',\n",
       "  'minute white rice',\n",
       "  'condensed chicken broth',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'dried thyme leaves'],\n",
       " ['reduced-calorie mayonnaise',\n",
       "  'green bell peppers',\n",
       "  'horseradish',\n",
       "  'tomato paste',\n",
       "  'red bell peppers',\n",
       "  'orange juice',\n",
       "  'plain nonfat yogurt',\n",
       "  'chili powder',\n",
       "  'fresh ground black pepper',\n",
       "  'prepared mustard',\n",
       "  'onion'],\n",
       " ['grapes',\n",
       "  'nectarines',\n",
       "  'cold water',\n",
       "  'lemon gelatin',\n",
       "  'peach gelatin',\n",
       "  'orange juice',\n",
       "  'cool whip',\n",
       "  'strawberry gelatin',\n",
       "  'strawberries'],\n",
       " ['flour',\n",
       "  'skim milk',\n",
       "  'fat-free evaporated milk',\n",
       "  'poultry seasoning',\n",
       "  'salt',\n",
       "  'ground marjoram',\n",
       "  'brown sugar',\n",
       "  'cayenne pepper',\n",
       "  'lean ground turkey',\n",
       "  'dried sage',\n",
       "  'garlic powder',\n",
       "  'onion flakes',\n",
       "  'pepper'],\n",
       " ['sweet onion',\n",
       "  'seasoning salt',\n",
       "  'red bell pepper',\n",
       "  'ground black pepper',\n",
       "  'egg',\n",
       "  'cooking spray',\n",
       "  'ground beef',\n",
       "  'garlic powder',\n",
       "  'french-fried onions',\n",
       "  'barbecue sauce'],\n",
       " ['green pepper',\n",
       "  'flour',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'cold water',\n",
       "  'salt',\n",
       "  'tomato sauce',\n",
       "  'beef stew meat',\n",
       "  'beef broth',\n",
       "  'crushed tomatoes',\n",
       "  'potato',\n",
       "  'beef bouillon granules',\n",
       "  'italian salad dressing',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'pepper',\n",
       "  'bay leaf'],\n",
       " ['carrot',\n",
       "  'garam masala',\n",
       "  'garlic',\n",
       "  'ghee',\n",
       "  'potato',\n",
       "  'tabasco sauce',\n",
       "  'salt and pepper',\n",
       "  'curry powder',\n",
       "  'water',\n",
       "  'kidney beans',\n",
       "  'onion'],\n",
       " ['orange juice', 'ice cube', 'orange slice', 'ouzo'],\n",
       " ['half-and-half',\n",
       "  'cream of mushroom soup',\n",
       "  'red pepper',\n",
       "  'salt',\n",
       "  'cream of celery soup',\n",
       "  'sherry wine',\n",
       "  'milk',\n",
       "  'old bay seasoning',\n",
       "  'pepper',\n",
       "  'crabmeat'],\n",
       " ['chicken broth',\n",
       "  'yellow mustard',\n",
       "  'sherry wine vinegar',\n",
       "  'egg whites',\n",
       "  'skim milk',\n",
       "  'brown sugar',\n",
       "  'salt and pepper',\n",
       "  'ground sirloin',\n",
       "  'mixed mushrooms',\n",
       "  'worcestershire sauce',\n",
       "  'tomato paste',\n",
       "  'shallot',\n",
       "  'ketchup',\n",
       "  'dry sherry',\n",
       "  'bacon',\n",
       "  'flour',\n",
       "  'ground turkey',\n",
       "  'unsalted butter',\n",
       "  'ground pork',\n",
       "  'fresh parsley',\n",
       "  'panko breadcrumbs',\n",
       "  'onion'],\n",
       " ['rosemary',\n",
       "  'garlic',\n",
       "  'new potatoes',\n",
       "  'lemon, zest of',\n",
       "  'lemon, juice of',\n",
       "  'olive oil'],\n",
       " ['salsa',\n",
       "  'dry breadcrumbs',\n",
       "  'flour',\n",
       "  'garlic',\n",
       "  'black beans',\n",
       "  'oil',\n",
       "  'frozen corn',\n",
       "  'green chili sauce',\n",
       "  'chili powder',\n",
       "  'onion',\n",
       "  'cumin'],\n",
       " ['green onions',\n",
       "  'ripe olives',\n",
       "  'caesar salad dressing',\n",
       "  'salt',\n",
       "  'red bell pepper',\n",
       "  'fresh spinach',\n",
       "  'sour cream',\n",
       "  'baby shrimp',\n",
       "  'mayonnaise',\n",
       "  'cheese-filled tortellini',\n",
       "  'fresh ground pepper'],\n",
       " ['celery',\n",
       "  'worcestershire sauce',\n",
       "  'ground turkey',\n",
       "  'bell peppers',\n",
       "  'garlic',\n",
       "  'spike seasoning',\n",
       "  'fresh parsley',\n",
       "  'salt and pepper',\n",
       "  'cheese',\n",
       "  'onion',\n",
       "  'olive oil',\n",
       "  'tomato'],\n",
       " ['cream cheese',\n",
       "  'splenda granular',\n",
       "  'cinnamon',\n",
       "  'slivered almonds',\n",
       "  'lemon juice',\n",
       "  'sour cream',\n",
       "  'egg',\n",
       "  'graham cracker crumbs',\n",
       "  'cornstarch',\n",
       "  'butter',\n",
       "  'nutmeg',\n",
       "  'vanilla',\n",
       "  'heavy whipping cream'],\n",
       " ['soy sauce', 'oil', 'smooth peanut butter', 'ketchup', 'chicken pieces'],\n",
       " ['salt',\n",
       "  'chicken broth',\n",
       "  'celery seed',\n",
       "  'breadcrumbs',\n",
       "  'dried thyme',\n",
       "  'dried sage',\n",
       "  'parsley',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'pepper'],\n",
       " ['garlic',\n",
       "  'fresh oregano',\n",
       "  'fresh basil',\n",
       "  'salt and pepper',\n",
       "  'olive oil',\n",
       "  'tomato'],\n",
       " ['shredded coconut',\n",
       "  'bittersweet chocolate',\n",
       "  'salt',\n",
       "  'coconut milk',\n",
       "  'egg',\n",
       "  'kahlua',\n",
       "  'vegetable oil',\n",
       "  'whipping cream',\n",
       "  'instant chocolate pudding mix',\n",
       "  'cornstarch',\n",
       "  'water',\n",
       "  'coco lopez',\n",
       "  \"devil's food cake mix\",\n",
       "  'sugar'],\n",
       " ['old bay seasoning', 'plain tomato juice'],\n",
       " ['carrot',\n",
       "  'canned unsweetened coconut milk',\n",
       "  'cinnamon',\n",
       "  'ground nutmeg',\n",
       "  'garlic',\n",
       "  'shallot',\n",
       "  'ground allspice',\n",
       "  'pumpkin seeds',\n",
       "  'canned pumpkin',\n",
       "  'chicken stock',\n",
       "  'curry powder',\n",
       "  'coriander',\n",
       "  'butter',\n",
       "  'banana',\n",
       "  'sweetened condensed milk',\n",
       "  'bay leaf',\n",
       "  'onion'],\n",
       " ['parmesan cheese',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'pepper',\n",
       "  'ghee',\n",
       "  'whole wheat bread',\n",
       "  'zucchini',\n",
       "  'tomato',\n",
       "  'mayonnaise'],\n",
       " ['cream cheese',\n",
       "  'diced tomatoes with green chilies',\n",
       "  'diced green chilies',\n",
       "  'sausage'],\n",
       " ['chili seasoning mix',\n",
       "  'garlic',\n",
       "  'red pepper',\n",
       "  'white onion',\n",
       "  'tomato sauce',\n",
       "  'black beans',\n",
       "  'beef broth',\n",
       "  'chilies',\n",
       "  'extra lean ground beef',\n",
       "  'chili beans with chipotle pepper',\n",
       "  'kidney beans',\n",
       "  'diced tomatoes'],\n",
       " ['cream cheese',\n",
       "  'carrot',\n",
       "  'ground nutmeg',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'ground cinnamon',\n",
       "  'pineapple chunk',\n",
       "  'sugar',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'pecans'],\n",
       " ['flour', 'milk', 'butter', 'black pepper', 'dried beef'],\n",
       " ['carrot',\n",
       "  'salt',\n",
       "  'potato',\n",
       "  'turnips',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'pepper',\n",
       "  'split peas'],\n",
       " ['cumin',\n",
       "  'lemon juice',\n",
       "  'sour cream',\n",
       "  'corn tortilla strips',\n",
       "  'red onion',\n",
       "  'roasted garlic and red pepper spice mix',\n",
       "  'buttermilk',\n",
       "  'steak spice',\n",
       "  'granulated garlic',\n",
       "  'salad dressing',\n",
       "  'romaine lettuce',\n",
       "  'curry powder',\n",
       "  'ketchup',\n",
       "  'cooked bacon',\n",
       "  'cherry tomatoes',\n",
       "  'hard-boiled eggs',\n",
       "  'sugar'],\n",
       " ['fresh thyme',\n",
       "  'worcestershire sauce',\n",
       "  'salt',\n",
       "  'papaya',\n",
       "  'cayenne pepper',\n",
       "  'ground cumin',\n",
       "  'hamburger buns',\n",
       "  'lean ground beef',\n",
       "  'bibb lettuce',\n",
       "  'onion',\n",
       "  'cheddar cheese',\n",
       "  'white pepper',\n",
       "  'tomato',\n",
       "  'mayonnaise'],\n",
       " ['flour',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'walnuts',\n",
       "  'egg',\n",
       "  'fat',\n",
       "  'zucchini',\n",
       "  'vanilla',\n",
       "  'sugar'],\n",
       " ['dry white wine',\n",
       "  'lemon juice',\n",
       "  'peach',\n",
       "  'peach puree',\n",
       "  'lemon-flavored vodka',\n",
       "  'apple',\n",
       "  'lemon',\n",
       "  'lime',\n",
       "  'lemonade',\n",
       "  'peach schnapps',\n",
       "  'lime juice'],\n",
       " ['ground moose',\n",
       "  'brown sugar',\n",
       "  'salt and pepper',\n",
       "  'hot sauce',\n",
       "  'ketchup',\n",
       "  'onion',\n",
       "  'prepared mustard',\n",
       "  'barbecue sauce'],\n",
       " ['dry breadcrumbs',\n",
       "  'soy sauce',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'egg',\n",
       "  'lean ground beef',\n",
       "  'pineapple chunks',\n",
       "  'cornstarch',\n",
       "  'sweet pepper',\n",
       "  'ketchup',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'white vinegar'],\n",
       " ['dark brown sugar', 'chicken wings', 'soy sauce'],\n",
       " ['sweet onion',\n",
       "  'miracle whip',\n",
       "  'colby cheese',\n",
       "  'mayonnaise',\n",
       "  'small shell pasta',\n",
       "  'sweet pickle juice',\n",
       "  'hard-boiled eggs',\n",
       "  'sugar'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'unsalted butter',\n",
       "  'walnuts',\n",
       "  'brown sugar',\n",
       "  'smart balance omega plus',\n",
       "  'cholesterol-free egg substitute',\n",
       "  'vanilla'],\n",
       " ['nutmeg', 'cinnamon', 'blueberries', 'sugar'],\n",
       " ['celery', 'salt', 'onion', 'zucchini', 'olive oil', 'tomato', 'sugar'],\n",
       " ['marshmallows',\n",
       "  'margarine',\n",
       "  'condensed milk',\n",
       "  'sugar',\n",
       "  'milk chocolate chips'],\n",
       " ['vodka', 'gin', 'dry vermouth', 'lillet blanc'],\n",
       " ['apples',\n",
       "  'lemons',\n",
       "  'dark brown sugar',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'unsalted butter',\n",
       "  'egg',\n",
       "  'light brown sugar',\n",
       "  'southern comfort',\n",
       "  'ice water',\n",
       "  'all-purpose flour'],\n",
       " ['tomatoes and green chilies',\n",
       "  'diced green chilies',\n",
       "  'sour cream',\n",
       "  'knorr vegetable soup mix',\n",
       "  'cheddar cheese'],\n",
       " ['pizza sauce',\n",
       "  'red bell pepper',\n",
       "  'white onion',\n",
       "  'black olives',\n",
       "  'mozzarella cheese',\n",
       "  'pepperoni',\n",
       "  'extra virgin olive oil',\n",
       "  'portabella mushrooms'],\n",
       " ['coffee-mate cinnamon vanilla liquid creamer',\n",
       "  'brown sugar cinnamon syrup',\n",
       "  'brown sugar',\n",
       "  'oatmeal',\n",
       "  'chocolate whipped cream',\n",
       "  'banana schnapps',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'banana'],\n",
       " ['flour',\n",
       "  'parmesan cheese',\n",
       "  'half-and-half',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'ground black pepper',\n",
       "  'frozen spinach',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'onion'],\n",
       " ['garlic',\n",
       "  'mustard powder',\n",
       "  'fresh lemon juice',\n",
       "  'cayenne pepper',\n",
       "  'chili sauce',\n",
       "  'prepared horseradish',\n",
       "  'mayonnaise'],\n",
       " ['chocolate ice cream',\n",
       "  'strong coffee',\n",
       "  'chocolate syrup',\n",
       "  'ice',\n",
       "  'whipped cream',\n",
       "  'sugar'],\n",
       " ['flour',\n",
       "  'starch',\n",
       "  'egg',\n",
       "  'lemon',\n",
       "  'vanilla',\n",
       "  'milk',\n",
       "  'butter',\n",
       "  'icing sugar',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['cream cheese',\n",
       "  'green onions',\n",
       "  'cooking oil',\n",
       "  'canned chicken',\n",
       "  'flour tortillas',\n",
       "  'green chilies'],\n",
       " ['cream cheese', 'salt', 'brown sugar', 'cool whip', 'vanilla'],\n",
       " ['butter', 'salt', 'pepper', 'nuts'],\n",
       " ['salt', 'egg', 'milk', 'fat', 'white flour', 'baking powder', 'sugar'],\n",
       " ['raw honey',\n",
       "  'whole cloves',\n",
       "  'apple juice',\n",
       "  'ground cinnamon',\n",
       "  'everclear alcohol',\n",
       "  'cheesecloth'],\n",
       " ['egg',\n",
       "  'almond extract',\n",
       "  'milk',\n",
       "  'shortening',\n",
       "  'white sugar',\n",
       "  'butter',\n",
       "  'baking powder',\n",
       "  'cake flour'],\n",
       " ['cream cheese',\n",
       "  'cinnamon',\n",
       "  'jam',\n",
       "  'crescent roll dough',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'sugar'],\n",
       " ['bacon',\n",
       "  'flour',\n",
       "  'half-and-half',\n",
       "  'celery',\n",
       "  'dill pickle relish',\n",
       "  'chicken broth',\n",
       "  'garlic powder',\n",
       "  'lean ground beef',\n",
       "  'yellow mustard',\n",
       "  'parsley',\n",
       "  'velveeta cheese',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'whole tomatoes',\n",
       "  'extra-sharp cheddar cheese',\n",
       "  'russet potatoes'],\n",
       " ['evaporated milk',\n",
       "  'unsweetened chocolate squares',\n",
       "  \"confectioners' sugar\",\n",
       "  'butter'],\n",
       " ['cinnamon',\n",
       "  'oats',\n",
       "  'brown sugar',\n",
       "  'dried cranberries',\n",
       "  'margarine',\n",
       "  'oatmeal',\n",
       "  'apple'],\n",
       " ['salt',\n",
       "  'lemon juice',\n",
       "  'sour cream',\n",
       "  'honey',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'white pepper',\n",
       "  'beets'],\n",
       " ['boneless pork loin chops',\n",
       "  'vinegar',\n",
       "  'brown sugar',\n",
       "  'celery salt',\n",
       "  'chili powder',\n",
       "  'tomato soup',\n",
       "  'onion flakes'],\n",
       " ['parmesan cheese',\n",
       "  'dry white wine',\n",
       "  'garlic',\n",
       "  'fresh sage',\n",
       "  'lemon, juice and zest of',\n",
       "  'leeks',\n",
       "  'blue cheese',\n",
       "  'smoked bacon',\n",
       "  'chicken stock',\n",
       "  'butter',\n",
       "  'fresh ground black pepper',\n",
       "  'olive oil',\n",
       "  'arborio rice'],\n",
       " ['soy sauce',\n",
       "  'vegetarian worcestershire sauce',\n",
       "  'ground cumin',\n",
       "  'onion powder',\n",
       "  'garlic powder',\n",
       "  'vital wheat gluten',\n",
       "  'mushroom stock',\n",
       "  'nutritional yeast'],\n",
       " ['flour',\n",
       "  'white wine',\n",
       "  'parmesan cheese',\n",
       "  'garlic salt',\n",
       "  'cooked ham',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'tomato',\n",
       "  'eggplants'],\n",
       " ['strawberry', 'blackberry', 'apple juice', 'raspberries', 'blueberries'],\n",
       " ['celery',\n",
       "  'worcestershire sauce',\n",
       "  'beef bouillon',\n",
       "  'garlic',\n",
       "  'red bell pepper',\n",
       "  'cider vinegar',\n",
       "  'tomato paste',\n",
       "  'hamburger buns',\n",
       "  'plum tomatoes',\n",
       "  'unsulphured molasses',\n",
       "  'tomato puree',\n",
       "  'olive oil',\n",
       "  'button mushroom',\n",
       "  'yellow onion',\n",
       "  'ketchup',\n",
       "  'fresh ground black pepper',\n",
       "  'dried oregano',\n",
       "  'green bell pepper'],\n",
       " ['cornstarch', 'beef base', 'water', 'pepper'],\n",
       " ['flour', 'baking powder', 'butter'],\n",
       " ['egg',\n",
       "  'puffed rice cereal',\n",
       "  \"reese's peanut butter cups\",\n",
       "  'vegetable oil',\n",
       "  'milk chocolate chips',\n",
       "  'water',\n",
       "  'salted peanuts',\n",
       "  'butter',\n",
       "  'brownie mix',\n",
       "  'peanut butter'],\n",
       " ['salsa',\n",
       "  'avocado',\n",
       "  'salt',\n",
       "  'ground black pepper',\n",
       "  'paprika',\n",
       "  'fish fillets',\n",
       "  'hot sauce',\n",
       "  'cabbage',\n",
       "  'chili powder',\n",
       "  'lime juice',\n",
       "  'fresh cilantro',\n",
       "  'tortillas',\n",
       "  'cheese'],\n",
       " ['carrot',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'ditalini',\n",
       "  'chicken broth',\n",
       "  'dried basil',\n",
       "  'fresh corn',\n",
       "  'yellow squash',\n",
       "  'fresh coarse ground black pepper',\n",
       "  'pesto sauce',\n",
       "  'great northern beans',\n",
       "  'baby spinach',\n",
       "  'dried oregano',\n",
       "  'zucchini',\n",
       "  'olive oil',\n",
       "  'onion'],\n",
       " ['orange gelatin',\n",
       "  'cool whip topping',\n",
       "  'ice cubes',\n",
       "  'boiling water',\n",
       "  'miniature semisweet chocolate chips'],\n",
       " ['worcestershire sauce',\n",
       "  'granulated sugar',\n",
       "  'cayenne pepper sauce',\n",
       "  'cayenne pepper',\n",
       "  'egg yolk',\n",
       "  'vegetable oil',\n",
       "  'cornstarch',\n",
       "  'fresh coarse ground black pepper',\n",
       "  'water',\n",
       "  'garlic powder'],\n",
       " ['salt',\n",
       "  'ground black pepper',\n",
       "  'all-purpose flour',\n",
       "  'cornstarch',\n",
       "  'seltzer water',\n",
       "  'canola oil',\n",
       "  'panko breadcrumbs',\n",
       "  'mushrooms'],\n",
       " ['egg',\n",
       "  'tabasco sauce',\n",
       "  'celery ribs',\n",
       "  'blue cheese',\n",
       "  'parsley',\n",
       "  'lemon-pepper seasoning',\n",
       "  'mayonnaise'],\n",
       " ['flour',\n",
       "  'chicken drummettes',\n",
       "  'salt',\n",
       "  'unsalted butter',\n",
       "  'paprika',\n",
       "  'cayenne pepper sauce',\n",
       "  'cayenne pepper',\n",
       "  'tabasco sauce',\n",
       "  'pepper'],\n",
       " ['apples', 'dark brown sugar', 'wooden popsicle sticks', 'milk', 'butter'],\n",
       " ['flour',\n",
       "  'brown sugar',\n",
       "  'margarine',\n",
       "  'egg',\n",
       "  'milk',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'boiling water',\n",
       "  'sugar'],\n",
       " ['rice milk', 'nutritional yeast flakes', 'cornstarch', 'dry mustard'],\n",
       " ['shredded coconut',\n",
       "  'vanilla frosting',\n",
       "  'red food coloring',\n",
       "  'vanilla wafer cookies',\n",
       "  'yellow food coloring',\n",
       "  'potato sticks',\n",
       "  'green food coloring',\n",
       "  'honey',\n",
       "  'sesame seeds',\n",
       "  'peppermint patties'],\n",
       " ['salt',\n",
       "  'garlic salt',\n",
       "  'french bread',\n",
       "  'velveeta cheese',\n",
       "  'tomato soup',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'hamburger',\n",
       "  'pepper'],\n",
       " ['plain breadcrumbs',\n",
       "  'green onions',\n",
       "  'prepared yellow mustard',\n",
       "  'lump crabmeat',\n",
       "  'egg',\n",
       "  'red bell peppers',\n",
       "  'vegetable oil',\n",
       "  'fresh parsley',\n",
       "  'panko breadcrumbs',\n",
       "  'old bay seasoning',\n",
       "  'mayonnaise'],\n",
       " ['cream cheese',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'lemon juice',\n",
       "  'spinach leaves',\n",
       "  'firm tofu',\n",
       "  'lasagna noodles',\n",
       "  'fresh parsley',\n",
       "  'spaghetti sauce',\n",
       "  'nutmeg',\n",
       "  'vegetable broth',\n",
       "  'nutritional yeast'],\n",
       " ['pepperoncini peppers',\n",
       "  'red onion',\n",
       "  'black olives',\n",
       "  'feta cheese',\n",
       "  'romaine lettuce'],\n",
       " ['soy sauce',\n",
       "  'lemon juice',\n",
       "  'peanuts',\n",
       "  'popped corn',\n",
       "  'sesame oil',\n",
       "  'chow mein noodles',\n",
       "  'ground ginger',\n",
       "  'butter'],\n",
       " ['cumin',\n",
       "  'chicken breasts',\n",
       "  'avocado',\n",
       "  'salt',\n",
       "  'taco seasoning',\n",
       "  'sour cream',\n",
       "  'black beans',\n",
       "  'diced tomatoes with chiles and cilantro',\n",
       "  'paprika',\n",
       "  'extra virgin olive oil',\n",
       "  'guacamole seasoning mix',\n",
       "  'mexican rice',\n",
       "  'fresh cilantro',\n",
       "  'cheddar cheese',\n",
       "  'lettuce',\n",
       "  'pepper',\n",
       "  'adobo seasoning',\n",
       "  'sweet corn'],\n",
       " ['cream cheese', 'pineapple juice', 'crushed pineapple', 'whipped cream'],\n",
       " ['triple sec', 'southern comfort', 'lime juice', 'ice cubes'],\n",
       " ['bacon', 'green beans', 'whole tomatoes', 'onion'],\n",
       " ['sliced water chestnuts',\n",
       "  'beef consomme soup',\n",
       "  'french onion soup',\n",
       "  'rice',\n",
       "  'butter'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'unsalted butter',\n",
       "  'white onions',\n",
       "  'vegetable stock',\n",
       "  'water'],\n",
       " ['crab dip',\n",
       "  'rhodes frozen rolls',\n",
       "  'fresh dill sprig',\n",
       "  'toothpick',\n",
       "  'egg',\n",
       "  'paprika',\n",
       "  'cracker',\n",
       "  'pimento stuffed olive',\n",
       "  'butter'],\n",
       " ['cream cheese',\n",
       "  'worcestershire sauce',\n",
       "  'imitation crabmeat',\n",
       "  'lemon juice',\n",
       "  'garlic salt',\n",
       "  'seafood cocktail sauce',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'mayonnaise'],\n",
       " ['garlic',\n",
       "  'pine nuts',\n",
       "  'broccoli rabe',\n",
       "  'egg',\n",
       "  'mozzarella cheese',\n",
       "  'no-boil lasagna noodles',\n",
       "  'ricotta cheese',\n",
       "  'pesto sauce',\n",
       "  'sweet italian sausage',\n",
       "  'water',\n",
       "  'low fat cottage cheese',\n",
       "  'olive oil'],\n",
       " ['soy sauce',\n",
       "  'spaghetti noodles',\n",
       "  'beef gravy',\n",
       "  'stir fry vegetables',\n",
       "  'ground ginger',\n",
       "  'cooked ground beef',\n",
       "  'garlic powder',\n",
       "  'pepper'],\n",
       " ['flour',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'dried thyme',\n",
       "  'dried parsley',\n",
       "  'milk',\n",
       "  'onion powder',\n",
       "  'butter',\n",
       "  'pepper'],\n",
       " ['frozen peas',\n",
       "  'raw rice',\n",
       "  'oil',\n",
       "  'salt and pepper',\n",
       "  'chicken stock',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'cooked chicken'],\n",
       " ['onion', 'frozen spinach', 'yogurt', 'parmesan cheese'],\n",
       " ['celery',\n",
       "  'minute rice',\n",
       "  'skim milk',\n",
       "  'carrot',\n",
       "  'parmesan cheese',\n",
       "  'garlic',\n",
       "  'chicken broth',\n",
       "  'broccoli',\n",
       "  'salt and pepper',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'olive oil'],\n",
       " ['fiddleheads',\n",
       "  'yogurt',\n",
       "  'potato',\n",
       "  'salt and pepper',\n",
       "  'milk',\n",
       "  'chicken stock',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'lemon rind',\n",
       "  'bay leaf'],\n",
       " ['white beans',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'baby portabella mushrooms',\n",
       "  'reduced fat margarine',\n",
       "  'dried thyme',\n",
       "  'onion',\n",
       "  'mushroom broth',\n",
       "  'white pepper',\n",
       "  'bay leaf'],\n",
       " ['cocoa', 'water', 'sugar'],\n",
       " ['egg yolks', 'egg', 'vanilla beans', 'butter', 'sugar', 'heavy cream'],\n",
       " ['plain breadcrumbs',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'broccoli',\n",
       "  'water',\n",
       "  'dried oregano',\n",
       "  'fresh ground black pepper',\n",
       "  'olive oil'],\n",
       " ['flour',\n",
       "  'cinnamon',\n",
       "  'baking soda',\n",
       "  'walnuts',\n",
       "  'egg',\n",
       "  'vegetable oil',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'beets',\n",
       "  'sugar'],\n",
       " ['paprika',\n",
       "  'garlic powder',\n",
       "  'cayenne pepper',\n",
       "  'chili powder',\n",
       "  'onion powder',\n",
       "  'sea salt',\n",
       "  'cumin',\n",
       "  'nutritional yeast'],\n",
       " ['carrot',\n",
       "  'red onion',\n",
       "  'black olives',\n",
       "  'salt and pepper',\n",
       "  'feta cheese',\n",
       "  'green peppers',\n",
       "  'romaine lettuce',\n",
       "  'cherry tomatoes'],\n",
       " ['cinnamon',\n",
       "  'salt',\n",
       "  'low-fat buttermilk',\n",
       "  'baking soda',\n",
       "  'granulated sugar',\n",
       "  'egg',\n",
       "  'vanilla',\n",
       "  'white whole wheat flour',\n",
       "  'butter',\n",
       "  'nutmeg',\n",
       "  'egg whites',\n",
       "  'baking powder',\n",
       "  'unsweetened applesauce'],\n",
       " ['egg', 'all-purpose flour', 'milk', 'butter', 'cinnamon sugar'],\n",
       " ['green onions',\n",
       "  'garlic',\n",
       "  'fresh cilantro leaves',\n",
       "  'fresh lemon juice',\n",
       "  'ground cumin',\n",
       "  'ground coriander',\n",
       "  'plum tomatoes',\n",
       "  'sea salt',\n",
       "  'jalapeno',\n",
       "  'fresh lime juice',\n",
       "  'sugar',\n",
       "  'onion'],\n",
       " ['fresh spinach',\n",
       "  'ice',\n",
       "  'fresh pineapple',\n",
       "  'apple',\n",
       "  'green grapes',\n",
       "  'banana'],\n",
       " ['salt',\n",
       "  'small shell pasta',\n",
       "  'milk',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'cheddar cheese',\n",
       "  'tomato',\n",
       "  'onion'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'cocoa',\n",
       "  'egg',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'sugar',\n",
       "  'nuts'],\n",
       " ['vanilla yogurt',\n",
       "  'spice cake mix',\n",
       "  'canned pumpkin',\n",
       "  'fat free sugar-free instant cheesecake pudding mix',\n",
       "  'water',\n",
       "  'cool whip free',\n",
       "  'unsweetened applesauce'],\n",
       " ['yakisoba noodles',\n",
       "  'soy sauce',\n",
       "  'chicken broth',\n",
       "  'oyster sauce',\n",
       "  'cooking oil',\n",
       "  'fish sauce',\n",
       "  'garlic powder',\n",
       "  'fresh garlic'],\n",
       " ['vinegar',\n",
       "  'yeast',\n",
       "  'sour cream',\n",
       "  'baking soda',\n",
       "  'bread flour',\n",
       "  'milk',\n",
       "  'sugar'],\n",
       " ['bacon',\n",
       "  'jalapeno pepper',\n",
       "  'egg',\n",
       "  'corn muffin mix',\n",
       "  'milk',\n",
       "  'mexican-style corn',\n",
       "  'cheddar cheese'],\n",
       " ['lemon juice',\n",
       "  'green bell peppers',\n",
       "  'celery seeds',\n",
       "  'dried basil',\n",
       "  'cocoa',\n",
       "  'lemon peel',\n",
       "  'dried parsley',\n",
       "  'dried oregano',\n",
       "  'chives',\n",
       "  'tomato ketchup'],\n",
       " ['garlic',\n",
       "  'red pepper',\n",
       "  'red onion',\n",
       "  'apple juice',\n",
       "  'vegetable stock',\n",
       "  'edamame',\n",
       "  'parsley',\n",
       "  'canola oil',\n",
       "  'basil',\n",
       "  'plum tomatoes',\n",
       "  'corn niblets'],\n",
       " ['dark brown sugar',\n",
       "  'crunchy peanut butter',\n",
       "  'egg',\n",
       "  'gluten free baking powder',\n",
       "  'vanilla',\n",
       "  'splenda sugar substitute',\n",
       "  'natural-style peanut butter'],\n",
       " ['dry mustard',\n",
       "  'salt',\n",
       "  'white wine vinegar',\n",
       "  'granulated sugar',\n",
       "  'paprika',\n",
       "  'instant minced garlic',\n",
       "  'olive oil'],\n",
       " ['bacon', 'pepper'],\n",
       " ['garlic',\n",
       "  'chicken broth',\n",
       "  'water',\n",
       "  'boneless center cut pork chops',\n",
       "  'butter',\n",
       "  'brown sugar',\n",
       "  'beef bouillon granules',\n",
       "  'dijon mustard',\n",
       "  'canola oil',\n",
       "  'pancake mix',\n",
       "  'pepper',\n",
       "  'flour',\n",
       "  'salt',\n",
       "  'paprika',\n",
       "  'egg',\n",
       "  'fresh lemon juice',\n",
       "  'pan drippings',\n",
       "  'sage',\n",
       "  'marjoram'],\n",
       " ['dry mustard',\n",
       "  'salt',\n",
       "  'fresh sage',\n",
       "  'fresh basil',\n",
       "  'balsamic vinegar',\n",
       "  'red wine vinegar',\n",
       "  'canola oil',\n",
       "  'fresh dill',\n",
       "  'pepper'],\n",
       " ['chickpea flour',\n",
       "  'vegetable oil',\n",
       "  'soymilk',\n",
       "  'cornstarch',\n",
       "  'whole wheat bread',\n",
       "  'soy coffee creamer'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'paprika',\n",
       "  'mozzarella cheese',\n",
       "  'cayenne pepper',\n",
       "  'milk',\n",
       "  'cheez whiz',\n",
       "  'macaroni',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'cheddar cheese'],\n",
       " ['cream cheese',\n",
       "  'sour cream',\n",
       "  'creamy peanut butter',\n",
       "  'light cream',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'vegetable oil',\n",
       "  'milk',\n",
       "  'vanilla',\n",
       "  \"devil's food cake mix\"],\n",
       " ['salt', 'egg', 'breadcrumbs', 'oil', 'milk', 'zucchini'],\n",
       " ['celery',\n",
       "  'green onions',\n",
       "  'worcestershire sauce',\n",
       "  'garlic',\n",
       "  'parmesan cheese',\n",
       "  'cream of potato soup',\n",
       "  'egg noodles',\n",
       "  'frozen corn',\n",
       "  'milk',\n",
       "  'onion powder',\n",
       "  'ground beef',\n",
       "  'black pepper',\n",
       "  'warm water',\n",
       "  'frozen peas'],\n",
       " ['cream cheese',\n",
       "  'celery',\n",
       "  'carrot',\n",
       "  'ground turkey',\n",
       "  'salt',\n",
       "  'turkey base',\n",
       "  'worcestershire sauce',\n",
       "  'ground black pepper',\n",
       "  'ground sage',\n",
       "  'milk',\n",
       "  'olive oil',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'russet potatoes',\n",
       "  'boiling water',\n",
       "  'shredded cheddar cheese',\n",
       "  'peas',\n",
       "  'onion'],\n",
       " ['flour',\n",
       "  'tart apple',\n",
       "  'carrot',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'walnuts',\n",
       "  'egg',\n",
       "  'crushed pineapple',\n",
       "  'applesauce',\n",
       "  'vegetable oil',\n",
       "  'sugar',\n",
       "  'vanilla',\n",
       "  'flaked coconut',\n",
       "  'raisins'],\n",
       " ['ground turkey',\n",
       "  'whole wheat elbow macaroni',\n",
       "  'salt and pepper',\n",
       "  'light cheese whiz',\n",
       "  'garlic powder',\n",
       "  'onion',\n",
       "  'diced tomatoes'],\n",
       " ['celery',\n",
       "  'worcestershire sauce',\n",
       "  'red wine',\n",
       "  'carrot',\n",
       "  'garlic salt',\n",
       "  'reduced-sodium fat-free beef broth',\n",
       "  'no yolks egg noodle substitute',\n",
       "  'dried basil',\n",
       "  'frozen baby peas',\n",
       "  'onion',\n",
       "  'boneless beef cubes',\n",
       "  'pepper',\n",
       "  'diced tomatoes'],\n",
       " ['salt',\n",
       "  'evaporated milk',\n",
       "  'yellow squash',\n",
       "  'water',\n",
       "  'yellow onion',\n",
       "  'pepper'],\n",
       " ['parmesan cheese',\n",
       "  'egg',\n",
       "  'olive oil flavored cooking spray',\n",
       "  'water',\n",
       "  'sea salt',\n",
       "  'butter',\n",
       "  'mustard greens',\n",
       "  'pepper',\n",
       "  'cream'],\n",
       " ['celery',\n",
       "  'quick-cooking barley',\n",
       "  'garlic',\n",
       "  'potato',\n",
       "  'artichoke hearts',\n",
       "  'spinach',\n",
       "  'chicken stock',\n",
       "  'onion',\n",
       "  'pepper'],\n",
       " ['cream cheese',\n",
       "  'worcestershire sauce',\n",
       "  'diced green chilies',\n",
       "  'sour cream',\n",
       "  'pimientos',\n",
       "  'round sourdough loaf',\n",
       "  'green onion',\n",
       "  'cheddar cheese',\n",
       "  'corned beef'],\n",
       " ['salmon fillets', 'blackening seasoning'],\n",
       " ['frozen unsweetened mixed berries',\n",
       "  'fiber one cereal',\n",
       "  'artificial sweetener',\n",
       "  'unsweetened cocoa powder',\n",
       "  'fat free greek yogurt'],\n",
       " ['salt',\n",
       "  'unsalted butter',\n",
       "  'red onion',\n",
       "  'egg',\n",
       "  'bisquick',\n",
       "  'gruyere cheese',\n",
       "  'milk',\n",
       "  'deli ham',\n",
       "  'chives',\n",
       "  'shredded cheddar cheese',\n",
       "  'sugar',\n",
       "  'nonstick cooking spray'],\n",
       " ['low fat cottage cheese',\n",
       "  'egg',\n",
       "  'splenda sugar substitute',\n",
       "  'cream of tartar'],\n",
       " ['black mustard seeds',\n",
       "  'vinegar',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'stewing beef',\n",
       "  'ground turmeric',\n",
       "  'fresh ginger',\n",
       "  'ghee',\n",
       "  'chilies',\n",
       "  'curry powder',\n",
       "  'onion',\n",
       "  'tomato'],\n",
       " ['salt',\n",
       "  'hot coffee',\n",
       "  'red food coloring',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'buttermilk',\n",
       "  'vegetable oil',\n",
       "  'cocoa powder',\n",
       "  'all-purpose flour',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'white distilled vinegar',\n",
       "  'sugar'],\n",
       " ['fat-free half-and-half',\n",
       "  'semi-sweet chocolate chips',\n",
       "  'unsweetened baking cocoa',\n",
       "  'vanilla',\n",
       "  'nonfat milk',\n",
       "  'sugar'],\n",
       " ['dark unsweetened cocoa',\n",
       "  'egg',\n",
       "  'raw sugar',\n",
       "  'applesauce',\n",
       "  'dark chocolate chips',\n",
       "  'whole wheat flour',\n",
       "  'canola oil',\n",
       "  'white flour',\n",
       "  'vanilla'],\n",
       " ['salt',\n",
       "  'baking soda',\n",
       "  'granulated sugar',\n",
       "  'egg',\n",
       "  'light brown sugar',\n",
       "  'butter flavor shortening',\n",
       "  'dark chocolate chips',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'nuts'],\n",
       " ['cream cheese',\n",
       "  'vanilla wafer crumbs',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'unsalted butter',\n",
       "  'butterscotch chips',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'white chocolate chips',\n",
       "  'shortening',\n",
       "  'all-purpose flour',\n",
       "  'vanilla',\n",
       "  'cocoa powder',\n",
       "  'sugar',\n",
       "  \"hershey's semi-sweet chocolate chips\"],\n",
       " ['salt', 'leek', 'potato', 'chicken carcasses', 'bay leaves', 'pepper'],\n",
       " ['soy sauce',\n",
       "  'lemon juice',\n",
       "  'sesame oil',\n",
       "  'honey',\n",
       "  'rice vinegar',\n",
       "  'ginger juice',\n",
       "  'mayonnaise'],\n",
       " ['flour',\n",
       "  'garlic',\n",
       "  'tomato paste',\n",
       "  'salt and pepper',\n",
       "  'milk',\n",
       "  'water',\n",
       "  'ground beef',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'spaghetti'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'oil',\n",
       "  'milk',\n",
       "  'ground beef',\n",
       "  'butter',\n",
       "  'macaroni and cheese mix',\n",
       "  'tomato',\n",
       "  'american cheese',\n",
       "  'onion'],\n",
       " ['rice chex',\n",
       "  'chocolate chips',\n",
       "  'butter',\n",
       "  \"confectioners' sugar\",\n",
       "  'peanut butter'],\n",
       " ['maraschino cherries',\n",
       "  'tequila',\n",
       "  'powdered sugar',\n",
       "  'light rum',\n",
       "  'cracked ice',\n",
       "  'grenadine',\n",
       "  'grand marnier',\n",
       "  'tea bag'],\n",
       " ['margarine', 'buttermilk', 'butter buds', 'vegetable oil'],\n",
       " ['salt',\n",
       "  'lemon juice',\n",
       "  'raw rice',\n",
       "  'vegetable juice cocktail',\n",
       "  'egg',\n",
       "  'green peppers',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'lean ground beef',\n",
       "  'pepper',\n",
       "  'sugar'],\n",
       " ['tahini',\n",
       "  'slivered almonds',\n",
       "  'salt',\n",
       "  'lemon juice',\n",
       "  'almond extract',\n",
       "  'graham cracker crumbs',\n",
       "  'maple syrup',\n",
       "  'cornstarch',\n",
       "  'soymilk',\n",
       "  'silken tofu',\n",
       "  'lemon zest',\n",
       "  'sugar'],\n",
       " ['garlic', 'salt', 'lemon juice', 'ground cumin', 'chickpeas'],\n",
       " ['vinegar',\n",
       "  'garlic',\n",
       "  'tabasco sauce',\n",
       "  'maple syrup',\n",
       "  'salt and pepper',\n",
       "  'veat bites',\n",
       "  'ketchup',\n",
       "  'crushed red pepper flakes',\n",
       "  'onion',\n",
       "  'olive oil',\n",
       "  'fresh gingerroot'],\n",
       " ['cream of mushroom soup',\n",
       "  'salt',\n",
       "  'green peas',\n",
       "  'milk',\n",
       "  'ground beef',\n",
       "  'onion',\n",
       "  'pepper'],\n",
       " ['cold water',\n",
       "  'oat flour',\n",
       "  'unsweetened pineapple chunks',\n",
       "  'coconut extract',\n",
       "  'ice cubes',\n",
       "  'vanilla protein powder'],\n",
       " ['cold water', 'lemon juice', 'red food coloring', 'fruit', 'sugar'],\n",
       " ['milk', 'salt and pepper', 'cheese', 'elbow macaroni'],\n",
       " ['baking soda',\n",
       "  'brown sugar',\n",
       "  'walnuts',\n",
       "  'applesauce',\n",
       "  'apple cider vinegar',\n",
       "  'whole wheat flour',\n",
       "  'water',\n",
       "  'sea salt',\n",
       "  'vegan margarine',\n",
       "  'baking powder',\n",
       "  'rolled oats',\n",
       "  'raisins'],\n",
       " ['frozen fish sticks',\n",
       "  'four-cheese mexican blend cheese',\n",
       "  'cheddar cheese soup',\n",
       "  'sweet pickle relish',\n",
       "  'spicy brown mustard',\n",
       "  'frozen hash brown potatoes',\n",
       "  'onion',\n",
       "  'cream of chicken soup',\n",
       "  'mayonnaise'],\n",
       " ['chicken breasts',\n",
       "  'rosemary',\n",
       "  'lemon juice',\n",
       "  'kalamata olive',\n",
       "  'red onion',\n",
       "  'dried dill',\n",
       "  'kosher salt',\n",
       "  'lemon',\n",
       "  'feta cheese',\n",
       "  'garlic powder',\n",
       "  'dried oregano',\n",
       "  'black pepper',\n",
       "  'olive oil'],\n",
       " ['oven cooking bag',\n",
       "  'garlic salt',\n",
       "  'liquid smoke',\n",
       "  'celery salt',\n",
       "  'black pepper',\n",
       "  'onion salt',\n",
       "  'beef brisket',\n",
       "  'creole seasoning'],\n",
       " ['cream cheese', 'powdered sugar', 'fruit', 'graham crackers'],\n",
       " ['cream of mushroom soup',\n",
       "  'pork chops',\n",
       "  'garlic',\n",
       "  'stewed tomatoes',\n",
       "  'salt and pepper',\n",
       "  'yellow onion'],\n",
       " ['green pepper',\n",
       "  'white wine',\n",
       "  'parmesan cheese',\n",
       "  'garlic',\n",
       "  'red pepper',\n",
       "  'mozzarella cheese',\n",
       "  'herbs',\n",
       "  'tempeh',\n",
       "  'parsley',\n",
       "  'spaghetti sauce',\n",
       "  'mushroom',\n",
       "  'olive oil',\n",
       "  'rotini pasta'],\n",
       " ['parmesan cheese',\n",
       "  'tap water',\n",
       "  'margarine',\n",
       "  'mozzarella cheese',\n",
       "  'pizza crust mix',\n",
       "  'garlic powder',\n",
       "  'pepperoni slices'],\n",
       " ['creme de cacao',\n",
       "  'chocolate cake mix',\n",
       "  'egg',\n",
       "  'espresso',\n",
       "  'oil',\n",
       "  'kahlua',\n",
       "  'instant chocolate pudding mix',\n",
       "  \"confectioners' sugar\"],\n",
       " ['flour',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'baking powder',\n",
       "  'egg',\n",
       "  'milk',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'frozen peaches',\n",
       "  'sugar'],\n",
       " ['green onions',\n",
       "  'soy sauce',\n",
       "  'vinegar',\n",
       "  'red bell pepper',\n",
       "  'coleslaw mix',\n",
       "  'chicken-flavored ramen noodles',\n",
       "  'sunflower seeds',\n",
       "  'vegetable oil',\n",
       "  'seasoning',\n",
       "  'butter',\n",
       "  'sugar'],\n",
       " ['flour',\n",
       "  'green onions',\n",
       "  'jalapeno pepper',\n",
       "  'garlic',\n",
       "  'parmesan cheese',\n",
       "  'egg',\n",
       "  'frozen corn kernels',\n",
       "  'salt and pepper',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'cheddar cheese',\n",
       "  'green bell pepper',\n",
       "  'half-and-half cream'],\n",
       " ['celery',\n",
       "  'cream of mushroom soup',\n",
       "  'worcestershire sauce',\n",
       "  'parmesan cheese',\n",
       "  'seasoning salt',\n",
       "  'hp steak sauce',\n",
       "  'fresh garlic',\n",
       "  'tabasco sauce',\n",
       "  'milk',\n",
       "  'tomato soup',\n",
       "  'ground beef',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'green bell pepper',\n",
       "  'mushrooms',\n",
       "  'macaroni & cheese dinner mix'],\n",
       " ['dark brown sugar',\n",
       "  'salt',\n",
       "  'unsalted butter',\n",
       "  'baking soda',\n",
       "  'granulated sugar',\n",
       "  'egg',\n",
       "  'toffee pieces',\n",
       "  'miniature marshmallow',\n",
       "  'semisweet chocolate chunks',\n",
       "  'all-purpose flour',\n",
       "  'vanilla',\n",
       "  'peanut butter chips'],\n",
       " ['fresh rosemary',\n",
       "  'salt',\n",
       "  'pepper',\n",
       "  'fresh oregano',\n",
       "  'rye flour',\n",
       "  'fresh mozzarella cheese',\n",
       "  'dill',\n",
       "  'lamb chops',\n",
       "  'olive oil',\n",
       "  'tomato'],\n",
       " ['v8 vegetable juice',\n",
       "  'chili seasoning mix',\n",
       "  'ground beef',\n",
       "  'kidney beans',\n",
       "  'chili starter'],\n",
       " ['green pepper',\n",
       "  'tomatoes and green chilies',\n",
       "  'cooked beef',\n",
       "  'garlic salt',\n",
       "  'chicken broth',\n",
       "  'black beans',\n",
       "  'corn tortillas',\n",
       "  'oil',\n",
       "  'ground cumin',\n",
       "  'onion',\n",
       "  'cheddar cheese'],\n",
       " ['dark brown sugar',\n",
       "  'cinnamon',\n",
       "  'oats',\n",
       "  'margarine',\n",
       "  'egg',\n",
       "  'dark chocolate chips',\n",
       "  'whole wheat flour',\n",
       "  'vanilla',\n",
       "  'baking powder'],\n",
       " ['skim milk',\n",
       "  'shortbread pie crust',\n",
       "  'peanuts',\n",
       "  'low-fat peanut butter',\n",
       "  'instant chocolate pudding mix',\n",
       "  'cool whip',\n",
       "  'chocolate'],\n",
       " ['fat-free cottage cheese',\n",
       "  'light whipped topping',\n",
       "  'fat-free sugar-free instant pistachio pudding mix',\n",
       "  'pineapple chunks'],\n",
       " ['unbleached flour', 'salt', 'water', 'baking powder', 'olive oil'],\n",
       " ['salsa',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'cayenne pepper',\n",
       "  'lean ground turkey',\n",
       "  'light beer',\n",
       "  'fat free sour cream',\n",
       "  'jalapeno peppers',\n",
       "  'hot pepper sauce',\n",
       "  'dinner rolls',\n",
       "  'fresh cilantro',\n",
       "  'lettuce',\n",
       "  'pepper',\n",
       "  'monterey jack pepper cheese'],\n",
       " ['salt',\n",
       "  'bread',\n",
       "  'beef',\n",
       "  'egg',\n",
       "  'catsup',\n",
       "  'milk',\n",
       "  'salt and pepper',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'lean ground beef',\n",
       "  'cooked rice',\n",
       "  'pepper'],\n",
       " ['french vanilla cake mix', 'egg', 'vegetable oil'],\n",
       " ['chicken',\n",
       "  'carrot',\n",
       "  'diced onion',\n",
       "  'wide egg noodles',\n",
       "  'oregano',\n",
       "  'celery ribs',\n",
       "  'chicken bouillon',\n",
       "  'water',\n",
       "  'garlic powder',\n",
       "  'pepper'],\n",
       " ['dry mustard',\n",
       "  'salt',\n",
       "  'red bell pepper',\n",
       "  'coleslaw mix',\n",
       "  'cider vinegar',\n",
       "  'celery seed',\n",
       "  'fat-free mayonnaise',\n",
       "  'equal sugar substitute',\n",
       "  'onion',\n",
       "  'green bell pepper'],\n",
       " ['nestle sweetened condensed milk',\n",
       "  'egg',\n",
       "  'semi-sweet chocolate chips',\n",
       "  'cookie crumbs',\n",
       "  'butter'],\n",
       " ['flour',\n",
       "  'parmesan cheese',\n",
       "  'salt',\n",
       "  'swiss cheese',\n",
       "  'mostaccioli pasta',\n",
       "  'sharp cheddar cheese',\n",
       "  'milk',\n",
       "  'butter',\n",
       "  'pepper'],\n",
       " ['whole milk ricotta cheese',\n",
       "  'parmesan cheese',\n",
       "  'salt',\n",
       "  \"eggland's best large egg\",\n",
       "  'mozzarella cheese',\n",
       "  'crescent roll dough',\n",
       "  'fresh basil leaves',\n",
       "  'salami',\n",
       "  'sun-dried tomatoes packed in oil',\n",
       "  'pepper'],\n",
       " ['flour',\n",
       "  'green pepper',\n",
       "  'salt',\n",
       "  'red pepper',\n",
       "  'ginger',\n",
       "  'brown sugar',\n",
       "  'cider vinegar',\n",
       "  'boneless chicken breast',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'mandarin oranges',\n",
       "  'cornstarch',\n",
       "  'canola oil',\n",
       "  'ketchup',\n",
       "  'onion',\n",
       "  'pepper'],\n",
       " ['cinnamon',\n",
       "  'garlic',\n",
       "  'ginger',\n",
       "  'frozen spinach',\n",
       "  'cardamom pods',\n",
       "  'red pepper flakes',\n",
       "  'prepared polenta',\n",
       "  'chickpeas',\n",
       "  'peanut oil',\n",
       "  'coriander',\n",
       "  'onion'],\n",
       " ['cream cheese',\n",
       "  'cool whip topping',\n",
       "  'orange juice',\n",
       "  'frozen limeade concentrate'],\n",
       " ['bacon', 'egg', 'milk', 'syrup', 'bisquick', 'american cheese'],\n",
       " ['salt',\n",
       "  'hash brown potatoes',\n",
       "  'egg',\n",
       "  'ketchup',\n",
       "  'onion',\n",
       "  'lean ground beef',\n",
       "  'italian style breadcrumbs',\n",
       "  'pepper'],\n",
       " ['worcestershire sauce',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'tomato sauce',\n",
       "  'egg',\n",
       "  'ground sausage',\n",
       "  'ground beef',\n",
       "  'cayenne powder',\n",
       "  'italian breadcrumbs',\n",
       "  'cream',\n",
       "  'onion'],\n",
       " ['pinto beans',\n",
       "  'garlic',\n",
       "  'fresh jalapeno peppers',\n",
       "  'chicken stock',\n",
       "  'olive oil',\n",
       "  'serrano pepper',\n",
       "  'monterey jack cheese',\n",
       "  'corn',\n",
       "  'pepper',\n",
       "  'tomato',\n",
       "  'smoked paprika',\n",
       "  'black beans',\n",
       "  'cornmeal',\n",
       "  'chili powder',\n",
       "  'adobo sauce',\n",
       "  'chicken breasts',\n",
       "  'mexican oregano',\n",
       "  'salt',\n",
       "  'red onion',\n",
       "  'cayenne powder',\n",
       "  'green bell pepper',\n",
       "  'cumin'],\n",
       " ['flour',\n",
       "  'cinnamon',\n",
       "  'egg',\n",
       "  'light brown sugar',\n",
       "  'milk',\n",
       "  'sugar',\n",
       "  'cooked sweet potatoes',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'pecans'],\n",
       " ['flour',\n",
       "  'raisins',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'granola cereal',\n",
       "  'poppy seeds',\n",
       "  'milk',\n",
       "  'applesauce',\n",
       "  'sugar',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'quark'],\n",
       " ['flour',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'bananas',\n",
       "  'unsalted butter',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'light brown sugar',\n",
       "  'vanilla',\n",
       "  'cardamom',\n",
       "  'allspice',\n",
       "  'sugar',\n",
       "  'nuts'],\n",
       " ['flour',\n",
       "  'cream of mushroom soup',\n",
       "  'white wine',\n",
       "  'carrot',\n",
       "  'white mushrooms',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'ginger',\n",
       "  'chicken broth',\n",
       "  'paprika',\n",
       "  'salt & freshly ground black pepper',\n",
       "  'orange juice',\n",
       "  'whole chicken',\n",
       "  'vegetable oil',\n",
       "  'celery ribs',\n",
       "  'garlic powder',\n",
       "  'pepper'],\n",
       " ['dark rum', 'ice', 'eggnog', 'nutmeg', 'half-and-half cream'],\n",
       " ['baking soda',\n",
       "  'oatmeal',\n",
       "  'applesauce',\n",
       "  'white chocolate chips',\n",
       "  'craisins',\n",
       "  'whole wheat flour',\n",
       "  'sea salt',\n",
       "  'coconut',\n",
       "  'agave'],\n",
       " ['olive salad',\n",
       "  'artichoke hearts',\n",
       "  'pesto sauce',\n",
       "  'provolone cheese',\n",
       "  'ham',\n",
       "  'salami',\n",
       "  'whole wheat hoagie rolls',\n",
       "  'turkey'],\n",
       " ['tortilla chips',\n",
       "  'taco seasoning',\n",
       "  'cheese',\n",
       "  'green onion',\n",
       "  'ground beef',\n",
       "  'water',\n",
       "  'refried beans'],\n",
       " ['salmon fillet', 'garlic', 'sea salt', 'cracked black pepper', 'olive oil'],\n",
       " ['unbleached flour',\n",
       "  'salt',\n",
       "  'pine nuts',\n",
       "  'natural cane sugar',\n",
       "  'fresh lemon juice',\n",
       "  'fresh peaches',\n",
       "  'butter',\n",
       "  'yellow cornmeal'],\n",
       " ['milk', 'banana', 'unsweetened cocoa powder', 'creamy peanut butter'],\n",
       " ['red potatoes',\n",
       "  'salt water',\n",
       "  'garlic',\n",
       "  'red onion',\n",
       "  'salt and pepper',\n",
       "  'garlic powder',\n",
       "  'butter',\n",
       "  'heavy cream'],\n",
       " ['flour',\n",
       "  'margarine',\n",
       "  'vanilla instant pudding mix',\n",
       "  'milk',\n",
       "  'instant chocolate pudding mix',\n",
       "  'cool whip',\n",
       "  'soft cream cheese',\n",
       "  \"confectioners' sugar\",\n",
       "  'pecans'],\n",
       " ['flour',\n",
       "  'ground cloves',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'butter',\n",
       "  'baking soda',\n",
       "  'chocolate chips',\n",
       "  'water',\n",
       "  'tomato soup',\n",
       "  'white sugar',\n",
       "  'nutmeg',\n",
       "  'raisins'],\n",
       " ['cream cheese',\n",
       "  'white wine',\n",
       "  'parmesan cheese',\n",
       "  'garlic',\n",
       "  'spaghetti noodles',\n",
       "  'ground black pepper',\n",
       "  'water',\n",
       "  'sea salt',\n",
       "  'heavy whipping cream'],\n",
       " ['garlic', 'artichoke', 'lemon', 'sea salt', 'broth', 'olive oil'],\n",
       " ['frozen peas',\n",
       "  'chicken breasts',\n",
       "  'smoked sausage',\n",
       "  'salt',\n",
       "  'sweet rice',\n",
       "  'chicken broth',\n",
       "  'large shrimp',\n",
       "  'seafood',\n",
       "  'oil',\n",
       "  'bay leaf',\n",
       "  'dry red wine',\n",
       "  'green bell pepper',\n",
       "  'saffron thread',\n",
       "  'diced tomatoes',\n",
       "  'onion'],\n",
       " ['flour', 'poultry seasoning', 'salt', 'milk', 'butter', 'pepper'],\n",
       " ['salsa',\n",
       "  'sour cream',\n",
       "  'corn tortilla chips',\n",
       "  'cheddar cheese',\n",
       "  'refried beans'],\n",
       " ['dark brown sugar',\n",
       "  'half-and-half',\n",
       "  'lime, zest of',\n",
       "  'salt',\n",
       "  'bananas',\n",
       "  'unsalted butter',\n",
       "  'yams',\n",
       "  'honey'],\n",
       " ['salt', 'pepper', 'bacon drippings', 'yellow onion', 'russet potatoes'],\n",
       " ['salt', 'tomato sauce', 'fresh onion', 'olive oil', 'pepper'],\n",
       " ['flour', 'salt', 'egg', 'oil', 'milk', 'baking powder', 'sugar'],\n",
       " ['small curd cottage cheese',\n",
       "  'flour',\n",
       "  'cream cheese',\n",
       "  'lemon juice',\n",
       "  'sour cream',\n",
       "  'egg',\n",
       "  'graham cracker crumbs',\n",
       "  'cornstarch',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'sugar'],\n",
       " ['dry mustard',\n",
       "  'ground cloves',\n",
       "  'ground nutmeg',\n",
       "  'salt',\n",
       "  'ground black pepper',\n",
       "  'bay leaf powder',\n",
       "  'paprika',\n",
       "  'ground allspice',\n",
       "  'potato',\n",
       "  'celery salt',\n",
       "  'vegetable oil',\n",
       "  'ground ginger',\n",
       "  'ground cardamom',\n",
       "  'crushed red pepper flakes',\n",
       "  'white pepper'],\n",
       " ['salt',\n",
       "  'margarine',\n",
       "  'active dry yeast',\n",
       "  'cornmeal',\n",
       "  'water',\n",
       "  'all-purpose flour',\n",
       "  'egg white'],\n",
       " ['roma tomatoes',\n",
       "  'parmesan cheese',\n",
       "  'lemon juice',\n",
       "  'purple onions',\n",
       "  'romano cheese',\n",
       "  'italian seasoning',\n",
       "  'mayonnaise',\n",
       "  'vegetable oil',\n",
       "  'crouton',\n",
       "  'white vinegar',\n",
       "  'corn syrup',\n",
       "  'parsley flakes',\n",
       "  'banana peppers',\n",
       "  'fresh garlic clove',\n",
       "  'dole italian salad variety',\n",
       "  'pepper',\n",
       "  'sugar',\n",
       "  'jumbo black olives'],\n",
       " ['light corn syrup', 'sugar', 'creamy peanut butter', 'corn flakes'],\n",
       " ['bacon',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'liquid smoke',\n",
       "  'butter beans',\n",
       "  'white vinegar',\n",
       "  'ground beef',\n",
       "  'kidney beans',\n",
       "  'onion',\n",
       "  'ketchup',\n",
       "  'pepper',\n",
       "  'pork and beans'],\n",
       " ['salt',\n",
       "  'lemon juice',\n",
       "  'scallions',\n",
       "  'fresh parsley',\n",
       "  'feta cheese',\n",
       "  'green peppers',\n",
       "  'boneless skinless chicken breasts',\n",
       "  'black pepper',\n",
       "  'roma tomato'],\n",
       " ['cinnamon',\n",
       "  'salt',\n",
       "  'mini chocolate chip',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'egg whites',\n",
       "  'egg',\n",
       "  'almond extract',\n",
       "  'low-fat sour cream',\n",
       "  'unsweetened cocoa powder',\n",
       "  'canola oil',\n",
       "  'all-purpose flour',\n",
       "  'vanilla',\n",
       "  'baking powder'],\n",
       " ['carrot',\n",
       "  'cinnamon',\n",
       "  'ginger',\n",
       "  'chicken broth',\n",
       "  'mandarin orange',\n",
       "  'sweet potato',\n",
       "  'salt and pepper',\n",
       "  'butternut squash',\n",
       "  'honey',\n",
       "  'plain yogurt',\n",
       "  'thyme'],\n",
       " ['banana', 'candy sprinkles', 'peanut butter'],\n",
       " ['fruit', 'powdered sugar', 'syrup', 'water', 'bisquick'],\n",
       " ['cream cheese',\n",
       "  'mexican blend cheese',\n",
       "  'tomato sauce',\n",
       "  'black beans',\n",
       "  'chicken breast',\n",
       "  'cornbread mix',\n",
       "  'egg',\n",
       "  'vegetable oil',\n",
       "  'milk',\n",
       "  'chili powder',\n",
       "  'water',\n",
       "  'taco seasoning mix'],\n",
       " ['miniature marshmallows',\n",
       "  'salted peanuts',\n",
       "  'butter',\n",
       "  'peanut butter chips',\n",
       "  'sweetened condensed milk'],\n",
       " ['flour',\n",
       "  'strawberry jam',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'milk',\n",
       "  'smooth peanut butter',\n",
       "  'baking powder'],\n",
       " ['bacon',\n",
       "  'red pepper flakes',\n",
       "  'extra virgin olive oil',\n",
       "  'shallots',\n",
       "  'frozen peas'],\n",
       " ['unsweetened cocoa',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'light cream',\n",
       "  'egg',\n",
       "  'semisweet chocolate pieces',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'boiling water',\n",
       "  \"confectioners' sugar\",\n",
       "  'sugar',\n",
       "  'heavy cream'],\n",
       " ['salt',\n",
       "  'lemon juice',\n",
       "  'garlic salt',\n",
       "  'chopped tomato',\n",
       "  'avocados',\n",
       "  'hot pepper sauce',\n",
       "  'onion',\n",
       "  'philadelphia cream cheese'],\n",
       " ['cream cheese',\n",
       "  'english cucumber',\n",
       "  'toasted sesame seeds',\n",
       "  'sushi rice',\n",
       "  'nori',\n",
       "  'smoked salmon'],\n",
       " ['mini marshmallows',\n",
       "  'crushed pineapple',\n",
       "  'strawberry jell-o gelatin dessert',\n",
       "  'low-fat small-curd cottage cheese',\n",
       "  'cool whip'],\n",
       " ['green onions',\n",
       "  'english cucumber',\n",
       "  'low-fat mayonnaise',\n",
       "  'salt',\n",
       "  'sweet red pepper',\n",
       "  'hot pepper sauce',\n",
       "  'alfalfa sprouts',\n",
       "  'lime juice',\n",
       "  'honey',\n",
       "  'black pepper',\n",
       "  'cumin',\n",
       "  'tuna in water',\n",
       "  'pita bread',\n",
       "  'cilantro'],\n",
       " ['chopped tomatoes',\n",
       "  'smoked paprika',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'tomato paste',\n",
       "  'italian herb seasoning',\n",
       "  'chili flakes',\n",
       "  'green peppers',\n",
       "  'onion',\n",
       "  'bay leaves',\n",
       "  'dried beans',\n",
       "  'sugar'],\n",
       " ['beef bouillon cube',\n",
       "  'cream of mushroom soup',\n",
       "  'frozen meatballs',\n",
       "  'water',\n",
       "  'brown gravy mix'],\n",
       " ['ground black pepper',\n",
       "  'pigeon peas',\n",
       "  'oil',\n",
       "  'cooked pork',\n",
       "  'green olives',\n",
       "  'roasted sweet red peppers',\n",
       "  'garlic powder',\n",
       "  'fresh cilantro',\n",
       "  'cooked white rice',\n",
       "  'adobo seasoning'],\n",
       " ['ground cloves',\n",
       "  'ground nutmeg',\n",
       "  'salt',\n",
       "  'dark rum',\n",
       "  'mexican crema',\n",
       "  'egg',\n",
       "  'powdered sugar',\n",
       "  'ground cinnamon',\n",
       "  'ground allspice',\n",
       "  'milk',\n",
       "  'cooked sweet potatoes',\n",
       "  'ground ginger',\n",
       "  'vanilla'],\n",
       " ['beer', 'ice', 'lemon twist', 'carbonated lemon-lime beverage'],\n",
       " ['parmesan cheese',\n",
       "  'goldfish crackers',\n",
       "  'boneless skinless chicken breasts',\n",
       "  'panko breadcrumbs',\n",
       "  'olive oil'],\n",
       " ['prawns',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'lemon juice',\n",
       "  'ground turmeric',\n",
       "  'paprika',\n",
       "  'cinnamon stick',\n",
       "  'coconut milk',\n",
       "  'curry leaves',\n",
       "  'chili powder',\n",
       "  'fenugreek seeds',\n",
       "  'fresh ginger',\n",
       "  'lemongrass',\n",
       "  'onion'],\n",
       " ['cream cheese',\n",
       "  'lemon juice',\n",
       "  'salt',\n",
       "  'pie shells',\n",
       "  'unflavored gelatin',\n",
       "  'frozen strawberries',\n",
       "  'water',\n",
       "  'vanilla',\n",
       "  'fresh strawberries',\n",
       "  'sugar',\n",
       "  'heavy cream'],\n",
       " ['salt',\n",
       "  'lemon juice',\n",
       "  'potato',\n",
       "  'lemon-pepper seasoning',\n",
       "  'boneless skinless chicken breasts',\n",
       "  'butter'],\n",
       " ['parmesan cheese',\n",
       "  'seasoning salt',\n",
       "  'boneless skinless chicken breast halves',\n",
       "  'garlic powder',\n",
       "  'plain yogurt',\n",
       "  'ritz cracker crumbs'],\n",
       " ['celery',\n",
       "  'salt',\n",
       "  'poultry drippings',\n",
       "  'ground sage',\n",
       "  'breadcrumbs',\n",
       "  'potato',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'fresh ground pepper'],\n",
       " ['carrot',\n",
       "  'pecans',\n",
       "  'salt',\n",
       "  'lemon juice',\n",
       "  'raisins',\n",
       "  \"confectioners' sugar\",\n",
       "  'lemon zest',\n",
       "  'mayonnaise'],\n",
       " ['gruyere',\n",
       "  'salt',\n",
       "  'chicken broth',\n",
       "  'beef broth',\n",
       "  'emmenthaler cheese',\n",
       "  'sweet onions',\n",
       "  'balsamic vinegar',\n",
       "  'fresh parsley',\n",
       "  'baguette',\n",
       "  'parsley',\n",
       "  'butter',\n",
       "  'dry red wine',\n",
       "  'black pepper',\n",
       "  'fresh thyme',\n",
       "  'bay leaf'],\n",
       " ['flour',\n",
       "  'sour cream',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'lemon extract',\n",
       "  'butter',\n",
       "  'vanilla'],\n",
       " ['vinegar',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'oatmeal',\n",
       "  'milk',\n",
       "  'ground beef',\n",
       "  'ketchup',\n",
       "  'onion',\n",
       "  'prepared mustard',\n",
       "  'sugar'],\n",
       " ['worcestershire sauce',\n",
       "  'celery seed',\n",
       "  'kosher salt',\n",
       "  'dark molasses',\n",
       "  'dijon mustard',\n",
       "  'red wine vinegar',\n",
       "  'chili powder',\n",
       "  'water',\n",
       "  'ketchup',\n",
       "  'dry red wine',\n",
       "  'cumin'],\n",
       " ['fresh mushrooms',\n",
       "  'meat stock',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'parsley',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'dry sherry',\n",
       "  'cake flour'],\n",
       " ['salt', 'potato', 'non-fat cooking spray'],\n",
       " ['salt and pepper', 'baking potatoes', 'cajun seasoning', 'oil'],\n",
       " ['rosemary',\n",
       "  'salt',\n",
       "  'ginger',\n",
       "  'celery seed',\n",
       "  'oregano',\n",
       "  'egg',\n",
       "  'all-purpose flour',\n",
       "  'dried parsley',\n",
       "  'sage',\n",
       "  'whole wheat flour',\n",
       "  'water',\n",
       "  'marjoram',\n",
       "  'fast rising yeast',\n",
       "  'dried onion flakes',\n",
       "  'thyme',\n",
       "  'pepper',\n",
       "  'sugar'],\n",
       " ['carrot',\n",
       "  'salt',\n",
       "  'chocolate frosting',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'vanilla',\n",
       "  'baking cocoa',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'zucchini',\n",
       "  'plain yogurt',\n",
       "  'sugar'],\n",
       " ['vinegar',\n",
       "  'garlic',\n",
       "  'dill pickle',\n",
       "  'canning salt',\n",
       "  'cayenne',\n",
       "  'water',\n",
       "  'dill',\n",
       "  'onion'],\n",
       " ['salt',\n",
       "  'margarine',\n",
       "  'sugar',\n",
       "  'honey',\n",
       "  'water',\n",
       "  'all-purpose flour',\n",
       "  'powdered milk',\n",
       "  'bread machine yeast'],\n",
       " ['vanilla flavoring',\n",
       "  'vanilla instant pudding mix',\n",
       "  'milk',\n",
       "  'cool whip',\n",
       "  'sugar'],\n",
       " ['rice krispies',\n",
       "  'chocolate chips',\n",
       "  'butterscotch chips',\n",
       "  'corn syrup',\n",
       "  'sugar',\n",
       "  'peanut butter'],\n",
       " ['hot water',\n",
       "  'margarine',\n",
       "  'dry onion soup mix',\n",
       "  'potato',\n",
       "  'parsley flakes',\n",
       "  'black pepper'],\n",
       " ['knorr vegetable soup mix', 'sour cream', 'tabasco sauce'],\n",
       " ['nacho cheese soup',\n",
       "  'cheddar cheese',\n",
       "  'milk',\n",
       "  'elbow macaroni',\n",
       "  'french-fried onions',\n",
       "  'black pepper',\n",
       "  'prepared mustard'],\n",
       " ['cinnamon',\n",
       "  'salt',\n",
       "  'virgin olive oil',\n",
       "  'cornstarch',\n",
       "  'soymilk',\n",
       "  'sugar',\n",
       "  'whole wheat flour',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'rolled oats',\n",
       "  'raisins'],\n",
       " ['salsa', 'cheddar cheese', 'cream cheese', 'jalapenos'],\n",
       " ['flour',\n",
       "  'oats',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'chocolate chips',\n",
       "  'egg',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'sweetened condensed milk',\n",
       "  'sugar'],\n",
       " ['fruit cocktail in heavy syrup', 'self rising flour', 'white sugar'],\n",
       " ['green pepper',\n",
       "  'parmesan cheese',\n",
       "  'garlic',\n",
       "  'egg',\n",
       "  'mozzarella cheese',\n",
       "  'spaghetti sauce',\n",
       "  'cottage cheese',\n",
       "  'ground beef',\n",
       "  'butter',\n",
       "  'crushed red pepper flakes',\n",
       "  'spaghetti',\n",
       "  'onion'],\n",
       " ['worcestershire sauce',\n",
       "  'prepared yellow mustard',\n",
       "  'garlic',\n",
       "  'brown sugar',\n",
       "  'cider vinegar',\n",
       "  'liquid smoke',\n",
       "  'tomato paste',\n",
       "  'celery salt',\n",
       "  'canola oil',\n",
       "  'water',\n",
       "  'chili powder',\n",
       "  'corn syrup',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'tomato'],\n",
       " ['carrot',\n",
       "  'garlic',\n",
       "  'celery ribs',\n",
       "  'water',\n",
       "  'fresh ground black pepper',\n",
       "  'crushed tomatoes in puree',\n",
       "  'green cabbage',\n",
       "  'long-grain rice',\n",
       "  'sugar',\n",
       "  'bay leaf',\n",
       "  'sour cream',\n",
       "  'cider vinegar',\n",
       "  'breadcrumbs',\n",
       "  'ground beef round',\n",
       "  'dried thyme',\n",
       "  'vegetable oil',\n",
       "  'beef stock',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'onion'],\n",
       " ['salt',\n",
       "  'macadamia nuts',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'granulated sugar',\n",
       "  'egg',\n",
       "  'unbleached white flour',\n",
       "  'white chocolate chips',\n",
       "  'butter',\n",
       "  'vanilla'],\n",
       " ['milk', 'honey', 'banana'],\n",
       " ['carrot',\n",
       "  'salt',\n",
       "  'lemon juice',\n",
       "  'sugar substitute',\n",
       "  'margarine',\n",
       "  'parsley',\n",
       "  'boiling water'],\n",
       " ['flour',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'beef broth',\n",
       "  'oil',\n",
       "  'round steaks',\n",
       "  'onion',\n",
       "  'pepper'],\n",
       " ['flour',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'margarine',\n",
       "  'peanuts',\n",
       "  'egg',\n",
       "  'apple',\n",
       "  'milk',\n",
       "  'ricotta cheese',\n",
       "  'caramels',\n",
       "  'vanilla',\n",
       "  'sugar'],\n",
       " ['aioli',\n",
       "  'egg',\n",
       "  'kosher salt',\n",
       "  'simply potatoes diced potatoes with onion',\n",
       "  'olive oil'],\n",
       " ['cream of mushroom soup',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'beef',\n",
       "  'milk',\n",
       "  'olive oil',\n",
       "  'ketchup',\n",
       "  'garlic powder',\n",
       "  'butter',\n",
       "  'cooked rice',\n",
       "  'pepper',\n",
       "  'onion'],\n",
       " ['cream cheese',\n",
       "  'dry breadcrumbs',\n",
       "  'carrot',\n",
       "  'cinnamon',\n",
       "  'ginger',\n",
       "  'egg',\n",
       "  'lemon peel',\n",
       "  'ground hazelnuts',\n",
       "  'honey'],\n",
       " ['cream cheese',\n",
       "  'margarine',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'yellow cake mix',\n",
       "  'water'],\n",
       " ['worcestershire sauce',\n",
       "  'prepared yellow mustard',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'granulated sugar',\n",
       "  'beef broth',\n",
       "  'tomato paste',\n",
       "  'liquid smoke',\n",
       "  'chili powder',\n",
       "  'crushed red pepper flakes',\n",
       "  'white vinegar'],\n",
       " ['worcestershire sauce',\n",
       "  'smoked turkey sausage',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'crystal hot sauce',\n",
       "  'liquid smoke',\n",
       "  'celery ribs',\n",
       "  'red beans',\n",
       "  'bell pepper',\n",
       "  'onion',\n",
       "  'cooked rice',\n",
       "  'dried thyme leaves',\n",
       "  'creole seasoning',\n",
       "  'bay leaf'],\n",
       " ['worcestershire sauce',\n",
       "  'wheat chex',\n",
       "  'salt',\n",
       "  'celery seed',\n",
       "  'garlic powder',\n",
       "  'hot sauce',\n",
       "  'cayenne',\n",
       "  'onion powder',\n",
       "  'corn chex',\n",
       "  'butter',\n",
       "  'pretzel'],\n",
       " ['cream cheese',\n",
       "  'flour',\n",
       "  'orange zest',\n",
       "  'granulated sugar',\n",
       "  'egg',\n",
       "  'lemon zest',\n",
       "  'egg yolks',\n",
       "  'heavy cream'],\n",
       " ['carrot',\n",
       "  'pork chops',\n",
       "  'lemon juice',\n",
       "  'dried cranberries',\n",
       "  'celery seeds',\n",
       "  'salt & pepper',\n",
       "  'mayonnaise',\n",
       "  'asian pear',\n",
       "  'red onions',\n",
       "  'pecans'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'sugar',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'unsweetened chocolate squares',\n",
       "  'pecans'],\n",
       " ['worcestershire sauce',\n",
       "  \"mccormick's montreal brand steak seasoning\",\n",
       "  'minced garlic cloves',\n",
       "  'paprika',\n",
       "  'extra virgin olive oil',\n",
       "  'red wine vinegar',\n",
       "  'hot sauce',\n",
       "  'flank steak'],\n",
       " ['coriander powder',\n",
       "  'ground cumin',\n",
       "  'flour tortillas',\n",
       "  'head of cabbage',\n",
       "  'tuna',\n",
       "  'sea salt',\n",
       "  'pea shoots',\n",
       "  'cracked black pepper',\n",
       "  'olive oil',\n",
       "  'red onions',\n",
       "  'mayonnaise',\n",
       "  'pumpkin seeds'],\n",
       " ['instant espresso powder',\n",
       "  'salt',\n",
       "  'unsalted butter',\n",
       "  'unsweetened chocolate',\n",
       "  'egg',\n",
       "  'semi-sweet chocolate chips',\n",
       "  'semisweet chocolate',\n",
       "  'parchment paper',\n",
       "  'all-purpose flour',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['hot chili pepper',\n",
       "  'garlic',\n",
       "  'salt & freshly ground black pepper',\n",
       "  'vegetable stock',\n",
       "  'ground cumin',\n",
       "  'sugar pumpkin',\n",
       "  'corn kernels',\n",
       "  'green peppers',\n",
       "  'dried oregano',\n",
       "  'fresh cilantro',\n",
       "  'diced tomatoes with juice',\n",
       "  'olive oil',\n",
       "  'canned pinto beans',\n",
       "  'onion'],\n",
       " ['cream cheese',\n",
       "  'worcestershire sauce',\n",
       "  'garlic',\n",
       "  'cheddar cheese',\n",
       "  'milk',\n",
       "  'blue cheese',\n",
       "  'black pepper',\n",
       "  'nuts'],\n",
       " ['salt',\n",
       "  'albacore tuna',\n",
       "  'tofu shirataki noodles',\n",
       "  'black pepper',\n",
       "  'frozen baby peas',\n",
       "  'onion powder',\n",
       "  'cheddar cheese',\n",
       "  '98% fat-free cream of mushroom soup'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'tomato paste',\n",
       "  'dried leaf basil',\n",
       "  'oregano',\n",
       "  'onion',\n",
       "  'whole tomatoes',\n",
       "  'olive oil',\n",
       "  'pepper',\n",
       "  'sugar'],\n",
       " ['chopped tomatoes',\n",
       "  'salsa',\n",
       "  'corn chips',\n",
       "  'taco seasoning',\n",
       "  'lettuce',\n",
       "  'olives',\n",
       "  'ground beef',\n",
       "  'onion',\n",
       "  'cheddar cheese',\n",
       "  'beans',\n",
       "  'catalina dressing'],\n",
       " ['muesli',\n",
       "  'flour',\n",
       "  'fresh orange juice',\n",
       "  'apricot jam',\n",
       "  'brown sugar',\n",
       "  'orange zest',\n",
       "  'egg',\n",
       "  'buttermilk',\n",
       "  'ground cinnamon',\n",
       "  'dried apricot',\n",
       "  'whole wheat flour',\n",
       "  'butter',\n",
       "  'honey',\n",
       "  'baking powder',\n",
       "  'wheat germ',\n",
       "  'self-rising flour'],\n",
       " ['chocolate chips', 'vanilla', 'sugar', 'egg whites'],\n",
       " ['semi-sweet chocolate chips', 'white chocolate', 'strawberries'],\n",
       " ['garlic', 'lemon juice', 'hot pepper sauce', 'olive oil', 'mayonnaise'],\n",
       " ['celery',\n",
       "  'lemon juice',\n",
       "  'garlic salt',\n",
       "  \"hellmann's mayonnaise\",\n",
       "  'cooked chicken',\n",
       "  'cucumber',\n",
       "  'italian dressing',\n",
       "  'onion',\n",
       "  'onion salt',\n",
       "  'prepared mustard',\n",
       "  'pepper',\n",
       "  'corkscrew macaroni'],\n",
       " ['ranch dressing',\n",
       "  'garlic',\n",
       "  'sour cream',\n",
       "  'horseradish',\n",
       "  'grainy mustard',\n",
       "  'pork loin chops',\n",
       "  'dry red wine',\n",
       "  'olive oil',\n",
       "  'onion'],\n",
       " ['turmeric',\n",
       "  'salt',\n",
       "  'soy margarine',\n",
       "  'pasta',\n",
       "  'ground sage',\n",
       "  'garlic powder',\n",
       "  'vanilla-flavored soymilk',\n",
       "  'vegan mayonnaise',\n",
       "  'ground pepper',\n",
       "  'nutritional yeast'],\n",
       " ['ginger beer', 'vodka', 'angostura bitters'],\n",
       " ['flour',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'bananas',\n",
       "  'egg',\n",
       "  'vegetable oil',\n",
       "  'sugar',\n",
       "  'allspice',\n",
       "  'raisins'],\n",
       " ['miniature chocolate chips',\n",
       "  'chocolate graham cracker',\n",
       "  'raspberry spreadable fruit',\n",
       "  'cool whip lite'],\n",
       " ['carrot',\n",
       "  'garlic',\n",
       "  'fresh thyme sprigs',\n",
       "  'creamy peanut butter',\n",
       "  'paprika',\n",
       "  'tomato paste',\n",
       "  'salt & freshly ground black pepper',\n",
       "  'cayenne pepper',\n",
       "  'potato',\n",
       "  'stock',\n",
       "  'chickpeas',\n",
       "  'peanut oil',\n",
       "  'sweet potatoes',\n",
       "  'basmati rice',\n",
       "  'onion',\n",
       "  'cumin'],\n",
       " ['flour',\n",
       "  'unsweetened cocoa',\n",
       "  'salt',\n",
       "  'chocolate chips',\n",
       "  'egg',\n",
       "  'sugar',\n",
       "  \"m&m'\",\n",
       "  'miniature marshmallow',\n",
       "  'maraschino cherry',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  \"reese's pieces\",\n",
       "  'raisins',\n",
       "  'nuts'],\n",
       " ['red pepper',\n",
       "  'cayenne pepper',\n",
       "  'water',\n",
       "  'chili powder',\n",
       "  'black pepper',\n",
       "  'white pepper',\n",
       "  'white vinegar',\n",
       "  'sugar'],\n",
       " ['flour',\n",
       "  'chocolate chips',\n",
       "  'egg',\n",
       "  'milk',\n",
       "  'butter',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'active dry yeast',\n",
       "  'egg',\n",
       "  'orange juice',\n",
       "  'potato',\n",
       "  'milk',\n",
       "  'butter',\n",
       "  'warm water',\n",
       "  'lemon zest',\n",
       "  'sugar'],\n",
       " ['flour',\n",
       "  'dry mustard',\n",
       "  'dry breadcrumbs',\n",
       "  'salt',\n",
       "  'tabasco sauce',\n",
       "  'milk',\n",
       "  'elbow macaroni',\n",
       "  'butter',\n",
       "  'cheddar cheese',\n",
       "  'white pepper'],\n",
       " ['green onions',\n",
       "  'marinade',\n",
       "  'garlic',\n",
       "  'pork tenderloin',\n",
       "  'soy sauce',\n",
       "  'kaiser rolls',\n",
       "  'lettuce',\n",
       "  'aioli',\n",
       "  'orange juice',\n",
       "  'tabasco sauce',\n",
       "  'mayonnaise',\n",
       "  'dijon mustard',\n",
       "  'cayenne',\n",
       "  'honey',\n",
       "  'prepared horseradish',\n",
       "  'vidalia onion',\n",
       "  'tomato',\n",
       "  'sugar'],\n",
       " ['gruyere',\n",
       "  'cheese sauce',\n",
       "  'salt',\n",
       "  'unsalted butter',\n",
       "  'pasta',\n",
       "  'mozzarella cheese',\n",
       "  'garlic powder',\n",
       "  'macaroni',\n",
       "  'water',\n",
       "  'all-purpose flour',\n",
       "  '1% low-fat milk',\n",
       "  'cheddar cheese',\n",
       "  'dried chipotle powder',\n",
       "  'medium cheddar',\n",
       "  'asiago cheese'],\n",
       " ['parmesan cheese',\n",
       "  'garlic',\n",
       "  'romano cheese',\n",
       "  'mozzarella cheese',\n",
       "  'fresh lemon juice',\n",
       "  'extra virgin olive oil',\n",
       "  'fresh coarse ground black pepper'],\n",
       " ['egg noodles', 'butter'],\n",
       " ['worcestershire sauce',\n",
       "  'yogurt',\n",
       "  'vegetable oil',\n",
       "  'dijon mustard',\n",
       "  'ketchup',\n",
       "  'boneless skinless chicken breast',\n",
       "  'corn flake crumbs',\n",
       "  'pepper'],\n",
       " ['garlic',\n",
       "  'tomato sauce',\n",
       "  'sweet italian sausage link',\n",
       "  'water',\n",
       "  'dried basil',\n",
       "  'mozzarella cheese',\n",
       "  'dried rosemary',\n",
       "  'dried oregano',\n",
       "  'zucchini',\n",
       "  'mushrooms',\n",
       "  'tomato paste',\n",
       "  'spinach',\n",
       "  'ground beef',\n",
       "  'whole milk ricotta cheese',\n",
       "  'parmesan cheese',\n",
       "  'egg',\n",
       "  'fresh parsley',\n",
       "  'onion',\n",
       "  'green bell pepper'],\n",
       " ['digestive biscuits', 'banana', 'dulce de leche'],\n",
       " ['sorghum flour',\n",
       "  'yeast',\n",
       "  'salt',\n",
       "  'oat flour',\n",
       "  'oats',\n",
       "  'egg',\n",
       "  'tapioca flour',\n",
       "  'cornstarch',\n",
       "  'rice flour',\n",
       "  'apple cider vinegar',\n",
       "  'canola oil',\n",
       "  'honey',\n",
       "  'warm water',\n",
       "  'xanthan gum'],\n",
       " ['flour',\n",
       "  'whiskey',\n",
       "  'garlic',\n",
       "  'sweet onion',\n",
       "  'salt',\n",
       "  'baby potatoes',\n",
       "  'pepper',\n",
       "  'parsnips',\n",
       "  'green peas',\n",
       "  'fresh parsley',\n",
       "  'cabbage',\n",
       "  'lamb broth',\n",
       "  'baby carrots',\n",
       "  'fresh thyme',\n",
       "  'boneless lamb shoulder'],\n",
       " ['smart balance butter spread',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'active dry yeast',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'whole wheat flour',\n",
       "  'water',\n",
       "  'honey',\n",
       "  'boiling water',\n",
       "  'sugar'],\n",
       " ['vodka', 'grand marnier', 'bourbon', 'pineapple juice'],\n",
       " ['vodka', 'white creme de cacao', 'ice'],\n",
       " ['cooked barley',\n",
       "  'oat bran',\n",
       "  'egg',\n",
       "  'lean ground beef',\n",
       "  'salt and pepper',\n",
       "  'ketchup',\n",
       "  'onion',\n",
       "  'zucchini',\n",
       "  'ground lean pork',\n",
       "  'thyme'],\n",
       " ['oxtails',\n",
       "  'turmeric',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'ground fenugreek',\n",
       "  'cardamom seed',\n",
       "  'black peppercorns',\n",
       "  'caraway seeds',\n",
       "  'saffron thread',\n",
       "  'tomato',\n",
       "  'white pearl onions'],\n",
       " ['worcestershire sauce',\n",
       "  'red wine',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'light olive oil',\n",
       "  'black pepper',\n",
       "  'light soy sauce'],\n",
       " ['cream cheese', 'walnuts', 'green olives', 'green onion', 'butter'],\n",
       " ['bacon',\n",
       "  'lettuce',\n",
       "  'prepared pizza crust',\n",
       "  'thousand island dressing',\n",
       "  'dill pickle',\n",
       "  'colby-monterey jack cheese',\n",
       "  'lean ground beef',\n",
       "  'prepared mustard',\n",
       "  'tomato'],\n",
       " ['garlic',\n",
       "  'vegan chicken',\n",
       "  'white onion',\n",
       "  'serrano peppers',\n",
       "  'corn tortillas',\n",
       "  'vegetable stock',\n",
       "  'cayenne pepper',\n",
       "  'green chili sauce',\n",
       "  'black pepper',\n",
       "  'olive oil',\n",
       "  'lime juice',\n",
       "  'tomato',\n",
       "  'cilantro'],\n",
       " ['garam masala',\n",
       "  'garlic',\n",
       "  'tomato sauce',\n",
       "  'fresh ground black pepper',\n",
       "  'ground coriander',\n",
       "  'fresh ginger',\n",
       "  'ground red pepper',\n",
       "  'frozen peas',\n",
       "  'earth balance margarine',\n",
       "  'coconut milk',\n",
       "  'ground cumin',\n",
       "  'soy yogurt',\n",
       "  'bamboo skewers',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'vegan chicken',\n",
       "  'paprika',\n",
       "  'fresh lemon juice',\n",
       "  'fresh cilantro'],\n",
       " ['soy sauce',\n",
       "  'garlic',\n",
       "  'oyster sauce',\n",
       "  'peanut oil',\n",
       "  'white sugar',\n",
       "  'fresh green beans'],\n",
       " ['chicken',\n",
       "  'vegetables',\n",
       "  'worcestershire sauce',\n",
       "  'garlic',\n",
       "  'penne pasta',\n",
       "  'soy sauce',\n",
       "  'dried herbs',\n",
       "  'creamed corn',\n",
       "  'tomato paste',\n",
       "  'herbs',\n",
       "  'oil',\n",
       "  'stock',\n",
       "  'salt and pepper',\n",
       "  'red sweet pepper',\n",
       "  'onion',\n",
       "  'chili sauce'],\n",
       " ['rosemary',\n",
       "  'garlic',\n",
       "  'walnuts',\n",
       "  'shoyu',\n",
       "  'sliced mushrooms',\n",
       "  'water',\n",
       "  'mushroom',\n",
       "  'flax seeds'],\n",
       " ['beef broth', 'barley', 'ground beef', 'frozen mixed vegetables', 'tomato'],\n",
       " ['sliced almonds',\n",
       "  'dried cranberries',\n",
       "  'light corn syrup',\n",
       "  'grape-nuts cereal',\n",
       "  'rolled oats',\n",
       "  'sugar',\n",
       "  'peanut butter'],\n",
       " ['frozen raspberries', 'cocoa powder', 'dates', 'walnuts'],\n",
       " ['salsa', 'avocados', 'sour cream'],\n",
       " ['vanilla bean',\n",
       "  'mexican chocolate',\n",
       "  'ground cinnamon',\n",
       "  'whipped cream',\n",
       "  'milk'],\n",
       " ['worcestershire sauce',\n",
       "  'dry sherry',\n",
       "  'garlic',\n",
       "  'lemon juice',\n",
       "  'large shrimp',\n",
       "  'oregano',\n",
       "  'anaheim chilies',\n",
       "  'hot sauce',\n",
       "  'parsley',\n",
       "  'crushed red pepper flakes',\n",
       "  'butter',\n",
       "  'chili sauce',\n",
       "  'olive oil'],\n",
       " ['flour',\n",
       "  'worcestershire sauce',\n",
       "  'dry mustard',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'beef stew meat',\n",
       "  'paprika',\n",
       "  'catsup',\n",
       "  'water',\n",
       "  'onion'],\n",
       " ['flour',\n",
       "  'no yolks egg noodle substitute',\n",
       "  'fat-free chicken broth',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'lean ground beef',\n",
       "  'nonfat sour cream',\n",
       "  'mushrooms',\n",
       "  'wine'],\n",
       " ['soy sauce',\n",
       "  'salt',\n",
       "  'barbecue seasoning',\n",
       "  \"lawry's seasoned salt\",\n",
       "  'onion powder',\n",
       "  'garlic powder',\n",
       "  'fresh ground black pepper',\n",
       "  'old bay seasoning',\n",
       "  'boneless beef chuck roast'],\n",
       " ['jalapeno pepper',\n",
       "  'garlic',\n",
       "  'cayenne pepper',\n",
       "  '2% fat cottage cheese',\n",
       "  'mushrooms'],\n",
       " ['garlic',\n",
       "  'lemon, juice of',\n",
       "  'extra virgin olive oil',\n",
       "  'salt and pepper',\n",
       "  'fresh curly-leaf parsley',\n",
       "  'mushrooms'],\n",
       " ['garlic',\n",
       "  'lime wedges',\n",
       "  'fresh basil',\n",
       "  'limes, juice and zest of',\n",
       "  'ground coriander',\n",
       "  'portabella mushrooms',\n",
       "  'boneless skinless chicken breast',\n",
       "  'birds eye chiles',\n",
       "  'chicken stock',\n",
       "  'lemons, juice and zest of',\n",
       "  'fresh ginger',\n",
       "  'cherry tomatoes',\n",
       "  'thai fish sauce',\n",
       "  'baby spinach'],\n",
       " ['salt and pepper',\n",
       "  'frozen peas and carrot',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'olive oil',\n",
       "  'diced tomatoes'],\n",
       " ['vanilla vodka', 'amaretto'],\n",
       " ['shredded coconut',\n",
       "  'dry yeast',\n",
       "  'salt',\n",
       "  'bread flour',\n",
       "  'crushed pineapple',\n",
       "  'egg yolk',\n",
       "  'cornstarch',\n",
       "  'butter',\n",
       "  'warm water',\n",
       "  'sugar'],\n",
       " ['parmesan cheese',\n",
       "  'sweet onion',\n",
       "  'kosher salt',\n",
       "  'potato',\n",
       "  'cheddar cheese',\n",
       "  'black pepper',\n",
       "  'heavy cream'],\n",
       " ['egg', 'beer', 'bisquick'],\n",
       " ['rum',\n",
       "  'flour',\n",
       "  'salt',\n",
       "  'fresh lemon rind',\n",
       "  'mixed peel',\n",
       "  'egg',\n",
       "  'sultana',\n",
       "  'oil',\n",
       "  'compressed yeast',\n",
       "  'sugar',\n",
       "  'milk',\n",
       "  'glace pineapple',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'icing sugar',\n",
       "  'egg yolks'],\n",
       " ['flour', 'peaches', 'milk', 'butter', 'sugar'],\n",
       " ['ginger ale',\n",
       "  'dry mustard',\n",
       "  'salt',\n",
       "  'pork butt',\n",
       "  'paprika',\n",
       "  'light brown sugar',\n",
       "  'cayenne',\n",
       "  'onion',\n",
       "  'barbecue sauce',\n",
       "  'pepper',\n",
       "  'sugar'],\n",
       " ['green onions',\n",
       "  'soy sauce',\n",
       "  'hot chili oil',\n",
       "  'garlic',\n",
       "  'rice wine',\n",
       "  'natural-style peanut butter',\n",
       "  'sugar',\n",
       "  'spaghetti'],\n",
       " ['canned mushrooms',\n",
       "  'bread',\n",
       "  'chicken broth',\n",
       "  'egg',\n",
       "  'condensed mushroom soup',\n",
       "  'salt and pepper',\n",
       "  'onion',\n",
       "  'bulk sausage'],\n",
       " ['splenda brown sugar blend',\n",
       "  'ground cinnamon',\n",
       "  'water',\n",
       "  'vanilla',\n",
       "  \"i can't believe it's not butter spread\",\n",
       "  'rolled oats'],\n",
       " ['salt and pepper',\n",
       "  'cauliflower florets',\n",
       "  'ranch salad dressing',\n",
       "  'green onion'],\n",
       " ['honeydew melon', 'papaya', 'pineapple'],\n",
       " ['bacon',\n",
       "  'vinegar',\n",
       "  'red onion',\n",
       "  'broccoli',\n",
       "  'sharp cheddar cheese',\n",
       "  'miracle whip',\n",
       "  'sugar',\n",
       "  'mayonnaise'],\n",
       " ['hot chili peppers',\n",
       "  'hot dogs',\n",
       "  'hot chili sauce',\n",
       "  'cheddar cheese',\n",
       "  'lettuce',\n",
       "  'hot dog buns'],\n",
       " ['celery',\n",
       "  'hot water',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'paprika',\n",
       "  'spaghetti sauce mix',\n",
       "  'oil',\n",
       "  'onion soup mix',\n",
       "  'ketchup',\n",
       "  'cola',\n",
       "  'beef brisket',\n",
       "  'onion'],\n",
       " ['chocolate chips', 'vanilla', 'flaked coconut', 'sweetened condensed milk'],\n",
       " ['fresh okra', 'garlic', 'tomato sauce', 'basil', 'onion', 'diced tomatoes'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'dried basil',\n",
       "  'ground cinnamon',\n",
       "  'extra virgin olive oil',\n",
       "  'beef stock',\n",
       "  'onion',\n",
       "  'whole tomatoes',\n",
       "  'pepper'],\n",
       " ['carrot',\n",
       "  'hot chicken stock',\n",
       "  'curry paste',\n",
       "  'basmati rice',\n",
       "  'red onions',\n",
       "  'turkey',\n",
       "  'sunflower oil',\n",
       "  'cilantro'],\n",
       " ['plain flour',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'chorizo sausages',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'olive oil'],\n",
       " ['flour',\n",
       "  'apples',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'butter',\n",
       "  'rolled oats'],\n",
       " ['salt',\n",
       "  'lemon juice',\n",
       "  'brown sugar',\n",
       "  'egg',\n",
       "  'breadcrumbs',\n",
       "  'water',\n",
       "  'ground beef',\n",
       "  'whole berry cranberry sauce',\n",
       "  'onion',\n",
       "  'chili sauce',\n",
       "  'pepper'],\n",
       " ['bacon',\n",
       "  'celery',\n",
       "  'carrot',\n",
       "  'red wine',\n",
       "  'salt',\n",
       "  'dill pickle relish',\n",
       "  'garlic',\n",
       "  'kitchen twine',\n",
       "  'round steaks',\n",
       "  'vegetable oil',\n",
       "  'dijon mustard',\n",
       "  'beef stock',\n",
       "  'fresh ground pepper',\n",
       "  'diced tomatoes',\n",
       "  'yellow onions'],\n",
       " ['dark brown sugar',\n",
       "  'unsweetened cocoa',\n",
       "  'baking soda',\n",
       "  'egg whites',\n",
       "  'powdered sugar',\n",
       "  'vanilla',\n",
       "  'all-purpose flour',\n",
       "  'plain fat-free yogurt',\n",
       "  'baking powder'],\n",
       " ['lemon jell-o gelatin',\n",
       "  'hot water',\n",
       "  'celery',\n",
       "  'crushed pineapple',\n",
       "  'sugar',\n",
       "  'cranberries',\n",
       "  'pecans'],\n",
       " ['saffron',\n",
       "  'rose water',\n",
       "  'water',\n",
       "  'ground cardamom',\n",
       "  'rice vermicelli',\n",
       "  'olive oil',\n",
       "  'sugar'],\n",
       " ['garlic',\n",
       "  'ginger',\n",
       "  'ground turmeric',\n",
       "  'tomato paste',\n",
       "  'chicken breast fillets',\n",
       "  'oil',\n",
       "  'ground cumin',\n",
       "  'ground coriander',\n",
       "  'fresh coriander',\n",
       "  'curry',\n",
       "  'coconut cream',\n",
       "  'chicken stock',\n",
       "  'chili',\n",
       "  'onion'],\n",
       " ['salt', 'bread flour', 'active dry yeast', 'canola oil', 'water', 'sugar'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'soft fresh goat cheese',\n",
       "  'fresh chives',\n",
       "  'baking potatoes',\n",
       "  'butter',\n",
       "  'pepper'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'cocoa',\n",
       "  'chocolate chips',\n",
       "  'egg',\n",
       "  'almond extract',\n",
       "  'sugar',\n",
       "  'maraschino cherry juice',\n",
       "  'maraschino cherry',\n",
       "  'baking powder',\n",
       "  'rum extract',\n",
       "  'pure vanilla extract',\n",
       "  'pecans'],\n",
       " ['creamed corn', 'egg', 'butter', 'jiffy corn muffin mix', 'sugar'],\n",
       " ['potassium chloride',\n",
       "  'kosher salt',\n",
       "  'water',\n",
       "  'garlic powder',\n",
       "  'chicken base',\n",
       "  'msg'],\n",
       " ['sweet unsalted butter',\n",
       "  'salt',\n",
       "  'basil leaves',\n",
       "  'tomato juice',\n",
       "  'whole canned tomatoes',\n",
       "  'black pepper',\n",
       "  'cream'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'boneless skinless chicken thighs',\n",
       "  'ground cumin',\n",
       "  'ground coriander',\n",
       "  'vegetable oil',\n",
       "  'green chilies',\n",
       "  'white kidney beans',\n",
       "  'all-purpose flour',\n",
       "  'onion',\n",
       "  'dried chipotle powder',\n",
       "  'lime juice',\n",
       "  'pepper',\n",
       "  'cilantro'],\n",
       " ['salt',\n",
       "  'caraway seed',\n",
       "  'egg',\n",
       "  'beer',\n",
       "  'sugar',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'cracked pepper',\n",
       "  'baking powder',\n",
       "  'raisins'],\n",
       " ['decorative candies',\n",
       "  'egg',\n",
       "  'vegetable oil',\n",
       "  'miniature chocolate chip',\n",
       "  'flaked coconut',\n",
       "  'candy sprinkles',\n",
       "  'lemon cake mix'],\n",
       " ['cream of mushroom soup',\n",
       "  'imitation crabmeat',\n",
       "  'wide egg noodles',\n",
       "  'sour cream',\n",
       "  'milk',\n",
       "  'salt and pepper',\n",
       "  'marsala wine',\n",
       "  'parsley',\n",
       "  'mushroom',\n",
       "  'butter',\n",
       "  'cayenne powder',\n",
       "  'frozen peas'],\n",
       " ['carrot', 'spaghetti sauce', 'wax bean', 'frozen peas'],\n",
       " ['whole chickens',\n",
       "  'white wine',\n",
       "  'carrot',\n",
       "  'chicken gravy mix',\n",
       "  'water',\n",
       "  'onion'],\n",
       " ['cinnamon',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'light brown sugar',\n",
       "  'all-purpose flour',\n",
       "  'vegetable oil',\n",
       "  'butter',\n",
       "  'herman starter',\n",
       "  'baking powder',\n",
       "  'pecans'],\n",
       " ['unsweetened baking chocolate',\n",
       "  'semi-sweet chocolate chips',\n",
       "  'wooden stick',\n",
       "  'sweetened condensed milk',\n",
       "  'heavy cream'],\n",
       " ['honey', 'cinnamon stick'],\n",
       " [\"fleischmann's active dry yeast\",\n",
       "  'karo light corn syrup',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'bread flour',\n",
       "  'egg',\n",
       "  'ground cinnamon',\n",
       "  'imitation vanilla',\n",
       "  'sugar',\n",
       "  'dry milk',\n",
       "  'butter',\n",
       "  'warm water',\n",
       "  'pecans',\n",
       "  'heavy cream'],\n",
       " ['instant chocolate pudding mix', 'chocolate milk', 'vanilla'],\n",
       " ['white wine',\n",
       "  'medium-grain white rice',\n",
       "  'salt & freshly ground black pepper',\n",
       "  'chicken stock',\n",
       "  'yellow pepper',\n",
       "  'baby spinach leaves',\n",
       "  'olive oil',\n",
       "  'cooked chicken'],\n",
       " ['cinnamon', 'salt', 'milk', 'sugar', 'rice', 'nutmeg', 'vanilla', 'raisins'],\n",
       " ['flour',\n",
       "  'skim milk',\n",
       "  'garlic',\n",
       "  'reduced-sodium beef broth',\n",
       "  'eggplant',\n",
       "  'margarine',\n",
       "  'beef broth',\n",
       "  'fresh parsley',\n",
       "  'reduced-fat feta cheese',\n",
       "  'onion',\n",
       "  'ground lamb',\n",
       "  'of fresh mint'],\n",
       " ['pizza sauce',\n",
       "  'egg',\n",
       "  'refrigerated pie crusts',\n",
       "  'hot pork sausage',\n",
       "  'garlic powder'],\n",
       " ['salt',\n",
       "  'bananas',\n",
       "  'baking soda',\n",
       "  'artificial sweetener',\n",
       "  'egg',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'unsweetened applesauce',\n",
       "  'sugar'],\n",
       " ['dry mustard',\n",
       "  'brown sugar',\n",
       "  'clove',\n",
       "  'celery seed',\n",
       "  'green tomatoes',\n",
       "  'pickling salt',\n",
       "  'lemon',\n",
       "  'peppercorn',\n",
       "  'mustard seeds',\n",
       "  'onion',\n",
       "  'allspice',\n",
       "  'white vinegar',\n",
       "  'red sweet peppers'],\n",
       " ['fat free chicken broth',\n",
       "  'carrot',\n",
       "  'boneless skinless chicken breasts',\n",
       "  'water',\n",
       "  'dry fettuccine',\n",
       "  'cream of chicken soup'],\n",
       " ['fresh mushrooms',\n",
       "  'salt',\n",
       "  'seasoning salt',\n",
       "  'pam cooking spray',\n",
       "  'margarine',\n",
       "  'cayenne pepper',\n",
       "  'head of cabbage',\n",
       "  'beau monde seasoning',\n",
       "  'bacon grease',\n",
       "  'black pepper',\n",
       "  'onion'],\n",
       " ['flour',\n",
       "  'lemon juice',\n",
       "  'salt',\n",
       "  'bread flour',\n",
       "  'active dry yeast',\n",
       "  'oil',\n",
       "  'potato',\n",
       "  'celery salt',\n",
       "  'fish',\n",
       "  'milk',\n",
       "  'cornstarch',\n",
       "  'cayenne',\n",
       "  'chili powder',\n",
       "  'onion powder',\n",
       "  'garlic powder',\n",
       "  'butter',\n",
       "  'pepper',\n",
       "  'sugar'],\n",
       " ['salt',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'granulated sugar',\n",
       "  'egg',\n",
       "  'ground cinnamon',\n",
       "  'quick oats',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'raisins'],\n",
       " ['lemon jell-o gelatin',\n",
       "  'gingersnap cookie',\n",
       "  'cool whip topping',\n",
       "  'lemon peel',\n",
       "  'ice',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'lemons, juice of'],\n",
       " ['garlic',\n",
       "  'fresh rosemary',\n",
       "  'salt',\n",
       "  'balsamic vinegar',\n",
       "  'zucchini',\n",
       "  'pepper',\n",
       "  'nonstick cooking spray'],\n",
       " ['parmesan cheese',\n",
       "  'minced garlic cloves',\n",
       "  'caraway seed',\n",
       "  'pine nuts',\n",
       "  'egg',\n",
       "  'oregano',\n",
       "  'breadcrumbs',\n",
       "  'milk',\n",
       "  'parsley',\n",
       "  'basil',\n",
       "  'fennel seed',\n",
       "  'ground meat substitute'],\n",
       " ['parmesan cheese',\n",
       "  'white wine',\n",
       "  'swiss cheese',\n",
       "  'oregano',\n",
       "  'seasoned bread crumbs',\n",
       "  'dried parsley',\n",
       "  'basil',\n",
       "  'green onion',\n",
       "  'butter',\n",
       "  'boneless chicken breast halves'],\n",
       " ['cumin',\n",
       "  'ground red chili pepper',\n",
       "  'cinnamon',\n",
       "  'ground turmeric',\n",
       "  'clove',\n",
       "  'mace',\n",
       "  'black peppercorns',\n",
       "  'fennel',\n",
       "  'coriander',\n",
       "  'star anise',\n",
       "  'black cardamom pod',\n",
       "  'green cardamoms',\n",
       "  'bay leaf',\n",
       "  'black cumin'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'red bell pepper',\n",
       "  'black beans',\n",
       "  'lemon, juice of',\n",
       "  'celery ribs',\n",
       "  'cornstarch',\n",
       "  'chicken bouillon cubes',\n",
       "  'onion',\n",
       "  'boiling water',\n",
       "  'cumin'],\n",
       " ['bacon',\n",
       "  'red potatoes',\n",
       "  'garlic',\n",
       "  'salt and black pepper',\n",
       "  'gruyere cheese',\n",
       "  'parsley',\n",
       "  'double cream',\n",
       "  'olive oil'],\n",
       " ['butter', 'potato', 'salt and black pepper'],\n",
       " ['potato', 'pork fat', 'salt and pepper', 'parsley', 'butter', 'onion'],\n",
       " ['garlic',\n",
       "  'pine nuts',\n",
       "  'basil leaves',\n",
       "  'extra virgin olive oil',\n",
       "  'fresh basil leaves',\n",
       "  'sea salt',\n",
       "  'fresh ground black pepper',\n",
       "  'zucchini',\n",
       "  'green tomato'],\n",
       " ['dark corn syrup',\n",
       "  'yeast',\n",
       "  'ground nutmeg',\n",
       "  'brown sugar',\n",
       "  'ground cinnamon',\n",
       "  'table salt',\n",
       "  'vegetable oil',\n",
       "  'sugar',\n",
       "  'all-purpose flour',\n",
       "  'nonfat milk',\n",
       "  'orange zest',\n",
       "  'raisins'],\n",
       " ['half-and-half',\n",
       "  'wheat flour',\n",
       "  'old fashioned oats',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'granulated sugar',\n",
       "  'buttermilk',\n",
       "  'dried fruit',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'light butter',\n",
       "  'sugar'],\n",
       " ['vinegar',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'seedless raisins',\n",
       "  'ground cinnamon',\n",
       "  'ground allspice',\n",
       "  'ground ginger',\n",
       "  'onion',\n",
       "  'rhubarb'],\n",
       " ['worcestershire sauce',\n",
       "  'salt',\n",
       "  'lemon juice',\n",
       "  'horseradish',\n",
       "  'catsup',\n",
       "  'pepper'],\n",
       " ['green onion', 'butter', 'fresh cilantro', 'corn', 'tomato'],\n",
       " ['parmesan cheese',\n",
       "  'cannellini beans',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'ditalini',\n",
       "  'tomato sauce',\n",
       "  'chicken broth',\n",
       "  'capicola',\n",
       "  'italian seasoning',\n",
       "  'salt and pepper',\n",
       "  'water',\n",
       "  'olive oil',\n",
       "  'diced tomatoes'],\n",
       " ['cinnamon',\n",
       "  'salt',\n",
       "  'whole wheat pastry flour',\n",
       "  'sugar-free applesauce',\n",
       "  'blackstrap molasses',\n",
       "  'oil',\n",
       "  'nutmeg',\n",
       "  'wheat germ',\n",
       "  'honey',\n",
       "  'vanilla',\n",
       "  'ground flax seeds',\n",
       "  'rolled oats'],\n",
       " ['salt',\n",
       "  'vanilla caramels',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  \"confectioners' sugar\",\n",
       "  'nuts'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'ground black pepper',\n",
       "  'hot pepper flakes',\n",
       "  'tomato paste',\n",
       "  'fresh oregano',\n",
       "  'extra virgin olive oil',\n",
       "  'fresh parsley',\n",
       "  'sugar',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'bay leaves',\n",
       "  'fresh sweet basil leaves',\n",
       "  'fresh thyme',\n",
       "  'diced tomatoes'],\n",
       " ['parmesan cheese',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'ground chuck',\n",
       "  'fresh breadcrumb',\n",
       "  'fresh parsley',\n",
       "  'black pepper',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'sweet basil'],\n",
       " ['flour',\n",
       "  'frozen peas',\n",
       "  'garam masala',\n",
       "  'salt',\n",
       "  'lemon juice',\n",
       "  'unsalted butter',\n",
       "  'ground roasted cumin seeds',\n",
       "  'oil',\n",
       "  'potato',\n",
       "  'vegetable oil',\n",
       "  'ground coriander',\n",
       "  'all-purpose white flour',\n",
       "  'parsley',\n",
       "  'fresh ginger',\n",
       "  'onion'],\n",
       " ['salt',\n",
       "  'dried pinto beans',\n",
       "  'oregano',\n",
       "  'cayenne powder',\n",
       "  'chili powder',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'vegetable bouillon granules',\n",
       "  'olive oil',\n",
       "  'cumin'],\n",
       " ['green pepper',\n",
       "  'flour',\n",
       "  'fresh mushrooms',\n",
       "  'pork chops',\n",
       "  'bread',\n",
       "  'salt',\n",
       "  'poultry seasoning',\n",
       "  'chicken broth',\n",
       "  'oil',\n",
       "  'parsley',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'dry sherry'],\n",
       " ['green onions',\n",
       "  'carrot',\n",
       "  'soy sauce',\n",
       "  'salt',\n",
       "  'white rice',\n",
       "  'garlic',\n",
       "  'egg',\n",
       "  'corn kernel',\n",
       "  'vegetable oil',\n",
       "  'ground pepper',\n",
       "  'peas'],\n",
       " ['garlic',\n",
       "  'beef bouillon',\n",
       "  'salt',\n",
       "  'chopped tomato',\n",
       "  'green bell pepper',\n",
       "  'rice',\n",
       "  'chili powder',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'olive oil'],\n",
       " ['parmesan cheese',\n",
       "  'garlic',\n",
       "  'lasagna noodles',\n",
       "  'stewed tomatoes',\n",
       "  'tomato paste',\n",
       "  'oregano',\n",
       "  'mild salsa',\n",
       "  'mozzarella cheese',\n",
       "  'basil',\n",
       "  'parsley flakes',\n",
       "  'onion',\n",
       "  'fat-free cottage cheese',\n",
       "  'thyme',\n",
       "  'mushrooms',\n",
       "  'veggie crumbles'],\n",
       " ['raisins',\n",
       "  'chocolate chips',\n",
       "  'sugar',\n",
       "  'butter',\n",
       "  'golden syrup',\n",
       "  'porridge oats',\n",
       "  'nuts'],\n",
       " ['flour',\n",
       "  'bananas',\n",
       "  'egg',\n",
       "  'canola oil',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'duncan hines butter cake mix',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'chicken broth',\n",
       "  'green chilies',\n",
       "  'rice',\n",
       "  'butter',\n",
       "  'onion',\n",
       "  'lime juice',\n",
       "  'cilantro'],\n",
       " ['ranch dressing mix',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'tomatillos',\n",
       "  'buttermilk',\n",
       "  'cayenne pepper',\n",
       "  'scallions',\n",
       "  'jalapeno',\n",
       "  'lime juice',\n",
       "  'mayonnaise',\n",
       "  'cilantro'],\n",
       " ['cream cheese',\n",
       "  'worcestershire sauce',\n",
       "  'parmesan cheese',\n",
       "  'sour cream',\n",
       "  'kielbasa',\n",
       "  'milk',\n",
       "  'green onion',\n",
       "  'mayonnaise'],\n",
       " ['green pepper',\n",
       "  'parmesan cheese',\n",
       "  'pepperoni',\n",
       "  'italian plum tomatoes',\n",
       "  'red kidney beans',\n",
       "  'bow tie pasta',\n",
       "  'parsley',\n",
       "  'italian dressing',\n",
       "  'pepper'],\n",
       " ['whole cloves',\n",
       "  'ginger',\n",
       "  'cardamom pods',\n",
       "  'cinnamon stick',\n",
       "  'milk',\n",
       "  'black tea bags',\n",
       "  'water',\n",
       "  'nutmeg'],\n",
       " ['celery',\n",
       "  'fresh mushrooms',\n",
       "  'carrot',\n",
       "  'sea salt & fresh black pepper',\n",
       "  'unsalted butter',\n",
       "  'chicken broth',\n",
       "  'egg',\n",
       "  'fresh peas',\n",
       "  'dried thyme',\n",
       "  'cooked chicken',\n",
       "  'idaho potatoes',\n",
       "  'cornstarch',\n",
       "  'water',\n",
       "  'all-purpose flour',\n",
       "  'shallots',\n",
       "  'frozen puff pastry',\n",
       "  'bay leaf',\n",
       "  'heavy cream'],\n",
       " ['salt',\n",
       "  'paprika',\n",
       "  'cayenne',\n",
       "  'garlic powder',\n",
       "  'dried oregano',\n",
       "  'black pepper'],\n",
       " ['salt',\n",
       "  'breadcrumbs',\n",
       "  'all-purpose flour',\n",
       "  'mozzarella string cheese',\n",
       "  'cornstarch',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'dried oregano',\n",
       "  'egg whites',\n",
       "  'marinara sauce'],\n",
       " ['carrot',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'hodgson mill multi-grain hot cereal',\n",
       "  'ginger',\n",
       "  'egg',\n",
       "  'apple',\n",
       "  'unbleached white flour',\n",
       "  'milk',\n",
       "  'vegetable oil',\n",
       "  'sugar',\n",
       "  'nutmeg',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'raisins',\n",
       "  'nuts'],\n",
       " ['rum',\n",
       "  'ginger ale',\n",
       "  'lemon juice',\n",
       "  'dark rum',\n",
       "  'maraschino cherries',\n",
       "  'cinnamon stick',\n",
       "  'orange juice',\n",
       "  'almond extract',\n",
       "  'orange',\n",
       "  'unsweetened pineapple juice',\n",
       "  'cranberry juice cocktail'],\n",
       " ['lemon juice',\n",
       "  'cool whip lite',\n",
       "  'cornstarch',\n",
       "  'unsweetened pineapple juice',\n",
       "  'honey',\n",
       "  'lemon rind'],\n",
       " ['garlic',\n",
       "  'lemon juice',\n",
       "  'romano cheese',\n",
       "  'pine nuts',\n",
       "  'fettuccine',\n",
       "  'extra virgin olive oil',\n",
       "  'balsamic vinegar',\n",
       "  'basil',\n",
       "  'flat leaf parsley',\n",
       "  'butter',\n",
       "  'tomato'],\n",
       " ['shortening', 'almonds', 'raisins', 'milk chocolate chips'],\n",
       " ['red pepper',\n",
       "  'romano cheese',\n",
       "  'margarine',\n",
       "  'egg',\n",
       "  'mozzarella cheese',\n",
       "  'pasta sauce',\n",
       "  'ricotta cheese',\n",
       "  'salt and pepper',\n",
       "  'jalapeno',\n",
       "  'lean ground beef',\n",
       "  'spaghetti'],\n",
       " ['cream cheese',\n",
       "  'flour',\n",
       "  'cold water',\n",
       "  'cake mix',\n",
       "  'granulated sugar',\n",
       "  'semi-sweet chocolate chips',\n",
       "  'unflavored gelatin',\n",
       "  'white chocolate chips',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'boiling water',\n",
       "  'egg yolks',\n",
       "  'heavy cream'],\n",
       " [\"baker's semi-sweet baking chocolate\",\n",
       "  'philadelphia cream cheese',\n",
       "  'oreo cookies'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'walnuts',\n",
       "  'egg',\n",
       "  'vanilla',\n",
       "  'white sugar',\n",
       "  'soft cream cheese',\n",
       "  'butter',\n",
       "  'icing sugar',\n",
       "  'cocoa powder'],\n",
       " ['ranch dressing',\n",
       "  'honey mustard',\n",
       "  'salt and pepper',\n",
       "  'balsamic vinegar',\n",
       "  'bell pepper'],\n",
       " ['flour',\n",
       "  'garlic',\n",
       "  'chicken broth',\n",
       "  'sharp cheddar cheese',\n",
       "  'chicken breast',\n",
       "  'shallot',\n",
       "  'baby portabella mushrooms',\n",
       "  'instant minced garlic',\n",
       "  'fresh black pepper',\n",
       "  'olive oil',\n",
       "  'sea salt',\n",
       "  'butter',\n",
       "  'crepes'],\n",
       " ['pumpkin pie spice',\n",
       "  'cinnamon sticks',\n",
       "  'milk',\n",
       "  'nutmeg',\n",
       "  'pure vanilla extract',\n",
       "  'sugar'],\n",
       " ['chocolate-covered peanuts', 'pretzel'],\n",
       " ['mixed spice', 'bread', 'vanilla powder', 'butter', 'sugar'],\n",
       " ['green onions',\n",
       "  'bell peppers',\n",
       "  'vinaigrette',\n",
       "  'black olives',\n",
       "  'green peas',\n",
       "  'chive blossoms',\n",
       "  'mint leaf',\n",
       "  'baby spinach leaves',\n",
       "  'strawberries'],\n",
       " ['flour tortilla', 'cheese'],\n",
       " ['pineapple juice', 'grenadine', 'brut champagne'],\n",
       " ['garlic',\n",
       "  'garlic salt',\n",
       "  'dried basil',\n",
       "  'dried thyme',\n",
       "  'lemon',\n",
       "  'horseradish mustard',\n",
       "  'dried parsley',\n",
       "  'honey',\n",
       "  'black pepper',\n",
       "  'olive oil'],\n",
       " ['parmesan cheese',\n",
       "  'part-skim mozzarella cheese',\n",
       "  'sour cream',\n",
       "  'romano cheese',\n",
       "  'egg',\n",
       "  'fresh parsley',\n",
       "  'ricotta cheese',\n",
       "  'ziti pasta',\n",
       "  'alfredo sauce'],\n",
       " ['bacon',\n",
       "  'sour cream',\n",
       "  'margarine',\n",
       "  'oil',\n",
       "  'aluminum foil',\n",
       "  'baking potatoes',\n",
       "  'shortening',\n",
       "  'butter',\n",
       "  'chives'],\n",
       " ['flour',\n",
       "  'mixed berries',\n",
       "  'baking soda',\n",
       "  'fat free sour cream',\n",
       "  'lemons, rind of',\n",
       "  'egg whites',\n",
       "  'sugar',\n",
       "  'light cream cheese'],\n",
       " ['kraft macaroni and cheese',\n",
       "  'sharp cheddar cheese',\n",
       "  'egg',\n",
       "  'monterey jack cheese',\n",
       "  'celery salt',\n",
       "  'seasoned bread crumbs',\n",
       "  'salt and pepper',\n",
       "  'vegetable seasoning',\n",
       "  'velveeta cheese',\n",
       "  'onion powder',\n",
       "  'carnation evaporated milk',\n",
       "  'elbow macaroni',\n",
       "  'butter',\n",
       "  'colby cheese'],\n",
       " ['jalapeno pepper',\n",
       "  'salt',\n",
       "  'paprika',\n",
       "  'cheddar cheese',\n",
       "  'milk',\n",
       "  'garlic powder',\n",
       "  'black pepper'],\n",
       " ['plain yogurt', 'banana', 'pure vanilla extract', 'ground nutmeg'],\n",
       " ['bacon',\n",
       "  'pinto beans',\n",
       "  'light brown sugar',\n",
       "  'ketchup',\n",
       "  'honey',\n",
       "  'pickapeppa sauce',\n",
       "  'barbecue sauce',\n",
       "  'onion'],\n",
       " ['parmesan cheese',\n",
       "  'egg',\n",
       "  'milk',\n",
       "  'fresh parsley',\n",
       "  'cooked bacon',\n",
       "  'cheddar cheese'],\n",
       " ['gelatin', 'sugar-free jello', 'boiling water'],\n",
       " ['honey', 'bananas', 'peanut butter'],\n",
       " ['carrot',\n",
       "  'garlic',\n",
       "  'oregano',\n",
       "  'red pepper flakes',\n",
       "  'celery ribs',\n",
       "  'spinach',\n",
       "  'basil',\n",
       "  'onion',\n",
       "  'bay leaves',\n",
       "  'vegetable broth',\n",
       "  'tomato'],\n",
       " ['carrot',\n",
       "  'garlic',\n",
       "  'lemon juice',\n",
       "  'salt',\n",
       "  'red bell pepper',\n",
       "  'broccoli',\n",
       "  'cabbage',\n",
       "  'parsley',\n",
       "  'onion',\n",
       "  'zucchini',\n",
       "  'vegetable broth',\n",
       "  'thyme',\n",
       "  'pepper',\n",
       "  'swiss chard'],\n",
       " ['jalapenos',\n",
       "  'cucumber',\n",
       "  'lime',\n",
       "  'salt and pepper',\n",
       "  'green onion',\n",
       "  'watermelon',\n",
       "  'sugar',\n",
       "  'cilantro'],\n",
       " ['orange juice', 'orange-infused vodka', 'carbonated lemon-lime beverage'],\n",
       " ['egg', 'strawberry cake mix', 'bananas', 'pineapple sherbet'],\n",
       " ['salt', 'potato', 'milk', 'butter', 'pepper'],\n",
       " ['soy sauce',\n",
       "  'garlic',\n",
       "  'coffee',\n",
       "  'oregano',\n",
       "  'vegetable oil',\n",
       "  'pork roast',\n",
       "  'onion',\n",
       "  'bay leaves'],\n",
       " ['flour',\n",
       "  'parmesan cheese',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'italian sausage',\n",
       "  'tomato sauce',\n",
       "  'oregano',\n",
       "  'italian seasoning',\n",
       "  'mozzarella cheese',\n",
       "  'pepperoni',\n",
       "  'olive oil',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'fast rising yeast',\n",
       "  'green bell pepper',\n",
       "  'sugar'],\n",
       " ['flour',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'sugar',\n",
       "  'water',\n",
       "  'corn syrup',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'fast rising yeast',\n",
       "  'raisins',\n",
       "  'half-and-half cream'],\n",
       " ['yeast',\n",
       "  'salt',\n",
       "  'bread flour',\n",
       "  'egg',\n",
       "  'pineapple juice',\n",
       "  'instant potato flakes',\n",
       "  'milk',\n",
       "  'ground ginger',\n",
       "  'coconut extract',\n",
       "  'butter',\n",
       "  'sugar'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'baking powder',\n",
       "  'oil',\n",
       "  'milk',\n",
       "  'vanilla',\n",
       "  'cocoa powder',\n",
       "  'sugar'],\n",
       " ['fat-free refried beans',\n",
       "  'hot taco sauce',\n",
       "  'taco cheese',\n",
       "  'flour tortillas'],\n",
       " ['sausage', 'oil'],\n",
       " ['mozzarella cheese', 'pepperoni', 'provolone cheese', 'ham', 'tortilla'],\n",
       " ['no-sugar-added peanut butter',\n",
       "  'brown sugar',\n",
       "  'rolled oats',\n",
       "  'milk',\n",
       "  'raisin bran cereal',\n",
       "  'honey',\n",
       "  'vanilla',\n",
       "  'allspice',\n",
       "  'wheat germ'],\n",
       " ['shredded wheat cereal',\n",
       "  'brown sugar',\n",
       "  'orange juice',\n",
       "  'instant oats',\n",
       "  'honey',\n",
       "  'cocoa powder',\n",
       "  'peanut butter'],\n",
       " ['oats', 'cocoa', 'milk', 'butter', 'vanilla', 'coconut', 'sugar'],\n",
       " ['flour',\n",
       "  'vinegar',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'cocoa',\n",
       "  'vegetable oil',\n",
       "  'water',\n",
       "  'vanilla',\n",
       "  'sugar'],\n",
       " ['ranch dressing mix',\n",
       "  'dill pickle slices',\n",
       "  'cayenne pepper',\n",
       "  'liquid egg substitute',\n",
       "  'black pepper',\n",
       "  'panko breadcrumbs',\n",
       "  'thousand island dressing',\n",
       "  'all-bran cereal'],\n",
       " ['greek yogurt',\n",
       "  'fat-free mayonnaise',\n",
       "  'frozen chopped spinach',\n",
       "  'water',\n",
       "  'instant minced onion',\n",
       "  'soup mix'],\n",
       " ['salt', 'lemon juice', 'asparagus', 'chives', 'olive oil', 'pepper'],\n",
       " ['kielbasa', 'baby carrots', 'potato', 'onion'],\n",
       " ['bacon',\n",
       "  'green onions',\n",
       "  'parmesan cheese',\n",
       "  'garlic',\n",
       "  'sour cream',\n",
       "  'frozen potato wedges',\n",
       "  'salt and black pepper',\n",
       "  'cheddar cheese',\n",
       "  'mashed potatoes'],\n",
       " ['garlic',\n",
       "  'lasagna noodles',\n",
       "  'mozzarella cheese',\n",
       "  'italian seasoning',\n",
       "  'cottage cheese',\n",
       "  'ground beef',\n",
       "  'zucchini',\n",
       "  'marinara sauce'],\n",
       " ['chili beans',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'sweet onion',\n",
       "  'garlic',\n",
       "  'thyme',\n",
       "  'diced tomatoes',\n",
       "  'jalapeno peppers',\n",
       "  'chili powder',\n",
       "  'ground beef',\n",
       "  'honey',\n",
       "  'green bell pepper',\n",
       "  'cumin',\n",
       "  'accent seasoning'],\n",
       " ['plain breadcrumbs',\n",
       "  'ground turkey',\n",
       "  'garlic',\n",
       "  'feta',\n",
       "  'egg',\n",
       "  'kosher salt',\n",
       "  'whole milk',\n",
       "  'fresh flat-leaf parsley',\n",
       "  'sun-dried tomato',\n",
       "  'fresh ground black pepper'],\n",
       " ['flour',\n",
       "  'cinnamon',\n",
       "  'slivered almonds',\n",
       "  'egg',\n",
       "  'butter',\n",
       "  'honey',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['sharp cheddar cheese', 'ground pork', 'biscuit mix'],\n",
       " ['cream of mushroom soup',\n",
       "  'frozen tater tots',\n",
       "  'cheddar cheese',\n",
       "  'extra lean ground beef'],\n",
       " ['vinegar', 'soy sauce', 'cooking wine', 'water', 'spareribs', 'sugar'],\n",
       " ['flour', 'egg', 'water'],\n",
       " ['water', 'all-bran cereal'],\n",
       " ['apples', 'flour', 'cinnamon', 'oats', 'brown sugar', 'butter', 'nutmeg'],\n",
       " ['red wine',\n",
       "  'fresh rosemary',\n",
       "  'garlic',\n",
       "  'balsamic vinegar',\n",
       "  'salt and pepper',\n",
       "  'onion',\n",
       "  'roasting chickens'],\n",
       " ['flour', 'salt', 'oil', 'milk', 'baking powder'],\n",
       " ['black beans', 'thick & chunky salsa', 'cumin', 'green chilies'],\n",
       " ['beer', 'self rising flour', 'sugar'],\n",
       " ['boneless skinless chicken breast half',\n",
       "  'frozen green beans',\n",
       "  'hot pepper sauce',\n",
       "  'frozen mixed vegetables',\n",
       "  'olive oil'],\n",
       " ['garlic',\n",
       "  'lemon juice',\n",
       "  'cooked chicken breasts',\n",
       "  'dijon mustard',\n",
       "  'instant rice',\n",
       "  'hot pepper sauce',\n",
       "  'chicken stock',\n",
       "  'liquid honey',\n",
       "  'green onion',\n",
       "  'frozen mixed vegetables'],\n",
       " ['ground turkey',\n",
       "  'diced onion',\n",
       "  'chili without beans',\n",
       "  'tomato sauce',\n",
       "  'corn tortillas',\n",
       "  'cheddar cheese'],\n",
       " ['walnuts',\n",
       "  'oil',\n",
       "  'sunflower seeds',\n",
       "  'wheat germ',\n",
       "  'honey',\n",
       "  'vanilla',\n",
       "  'rolled oats'],\n",
       " ['black beans', 'mexican rice', 'lean ground turkey', 'mexicorn'],\n",
       " ['mozzarella cheese',\n",
       "  'egg',\n",
       "  'dried thyme',\n",
       "  'frozen broccoli florets',\n",
       "  'milk',\n",
       "  'mushrooms',\n",
       "  'onion powder',\n",
       "  'frozen hash brown potatoes',\n",
       "  'pepper'],\n",
       " ['red potatoes',\n",
       "  'broccoli',\n",
       "  'green cabbage',\n",
       "  'soybeans',\n",
       "  'salt and pepper',\n",
       "  'chicken stock'],\n",
       " ['milk', 'cool whip', 'jell-o chocolate pudding and pie filling'],\n",
       " ['smoked sausage',\n",
       "  'chicken broth',\n",
       "  'beef broth',\n",
       "  'cooked chicken',\n",
       "  'green bell pepper',\n",
       "  'french onion soup',\n",
       "  'hot sauce',\n",
       "  'fresh cilantro',\n",
       "  'long-grain rice',\n",
       "  'olive oil',\n",
       "  'creole seasoning',\n",
       "  'onion'],\n",
       " ['evaporated skim milk',\n",
       "  'cinnamon',\n",
       "  'peaches',\n",
       "  'brown sugar',\n",
       "  'margarine',\n",
       "  'pineapple juice',\n",
       "  'cornstarch',\n",
       "  'peach nectar',\n",
       "  'all-purpose flour',\n",
       "  'nutmeg',\n",
       "  'vanilla',\n",
       "  'pancake mix',\n",
       "  'sugar',\n",
       "  'nonstick cooking spray'],\n",
       " ['ground flax seeds', 'natural-style peanut butter', 'sugar substitute'],\n",
       " ['salsa', 'instant rice', 'water', 'chili with beans', 'tortillas', 'cheese'],\n",
       " ['cooked noodles',\n",
       "  'oil',\n",
       "  '7-up soda',\n",
       "  'salt and pepper',\n",
       "  'flank steaks',\n",
       "  'tomato soup',\n",
       "  'onion',\n",
       "  'green bell pepper'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'almond extract',\n",
       "  'pie filling',\n",
       "  'milk',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  \"confectioners' sugar\",\n",
       "  'sugar'],\n",
       " ['egg',\n",
       "  'milk',\n",
       "  'butter',\n",
       "  'self-rising flour',\n",
       "  'pure vanilla extract',\n",
       "  'sugar'],\n",
       " ['baking soda',\n",
       "  'egg',\n",
       "  'orange juice',\n",
       "  'sugar',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'cream of tartar',\n",
       "  'raisins'],\n",
       " ['dark brown sugar',\n",
       "  'unsalted butter',\n",
       "  'granulated sugar',\n",
       "  'egg',\n",
       "  'milk',\n",
       "  'all-purpose flour',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  \"confectioners' sugar\"],\n",
       " ['frozen coconut',\n",
       "  'margarine',\n",
       "  'coconut milk',\n",
       "  'egg',\n",
       "  'vanilla',\n",
       "  'milk',\n",
       "  'water',\n",
       "  'coconut extract',\n",
       "  'egg whites',\n",
       "  'self-rising flour',\n",
       "  'sugar'],\n",
       " ['unsweetened chocolate',\n",
       "  'granulated sugar',\n",
       "  'chocolate chips',\n",
       "  'egg',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'nuts'],\n",
       " ['karo light corn syrup',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'cooking spray',\n",
       "  'sugar',\n",
       "  'water',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'fast rising yeast',\n",
       "  'pecans'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'powdered sugar',\n",
       "  'milk',\n",
       "  'hot fudge',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'fast rise yeast',\n",
       "  'sugar'],\n",
       " ['pizza sauce',\n",
       "  'salt',\n",
       "  'five cheese blend',\n",
       "  'cooking spray',\n",
       "  'italian herb seasoning',\n",
       "  'fresh mozzarella cheese',\n",
       "  'water',\n",
       "  'all-purpose flour',\n",
       "  'fast rising yeast',\n",
       "  'olive oil',\n",
       "  'sugar'],\n",
       " ['bananas',\n",
       "  'sugar-free instant chocolate pudding mix',\n",
       "  'low-fat milk',\n",
       "  'sugar-free instant vanilla pudding mix',\n",
       "  'popsicle molds'],\n",
       " ['pumpkin puree',\n",
       "  'wheat flour',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'nutmeg',\n",
       "  'plain fat-free yogurt',\n",
       "  'baking powder',\n",
       "  'unsweetened applesauce',\n",
       "  'cloves',\n",
       "  'raisins'],\n",
       " ['celery',\n",
       "  'worcestershire sauce',\n",
       "  'carrot',\n",
       "  'oregano flakes',\n",
       "  'ham soup base',\n",
       "  'salt',\n",
       "  'ground black pepper',\n",
       "  'cider vinegar',\n",
       "  'liquid smoke',\n",
       "  'dry lentils',\n",
       "  'tabasco sauce',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'smoked ham'],\n",
       " ['celery',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'ham stock',\n",
       "  'tomato sauce',\n",
       "  'vegetable oil',\n",
       "  'great northern beans',\n",
       "  'onion',\n",
       "  'ham',\n",
       "  'pepper'],\n",
       " ['bananas', 'nuts'],\n",
       " ['apples', 'cheese slice', 'whole wheat tortillas'],\n",
       " ['low fat cottage cheese', 'cinnamon', 'frozen blueberries', 'vanilla'],\n",
       " ['bacon',\n",
       "  'avocado',\n",
       "  'salt',\n",
       "  'pepper',\n",
       "  'english muffin',\n",
       "  'cooking spray',\n",
       "  'egg',\n",
       "  'red pepper flakes',\n",
       "  'milk',\n",
       "  'cheese',\n",
       "  'basil',\n",
       "  'tomato'],\n",
       " ['red pepper',\n",
       "  'green peas',\n",
       "  'ground cumin',\n",
       "  'ground coriander',\n",
       "  'sugar',\n",
       "  'ground ginger',\n",
       "  'light coconut milk',\n",
       "  'chili powder',\n",
       "  'garlic powder',\n",
       "  'curry powder',\n",
       "  'currants',\n",
       "  'vegetable broth',\n",
       "  'tri-color spiral pasta'],\n",
       " ['vanilla', 'sushi rice', 'raisins', '1% low-fat milk'],\n",
       " ['onion', 'chicken stock', 'arborio rice'],\n",
       " ['celery',\n",
       "  'green beans',\n",
       "  'carrot',\n",
       "  'garbanzo beans',\n",
       "  'hot pepper flakes',\n",
       "  'chicken broth',\n",
       "  'green peas',\n",
       "  'fresh parsley',\n",
       "  'salt and pepper',\n",
       "  'olive oil',\n",
       "  'mushroom',\n",
       "  'onion',\n",
       "  'zucchini',\n",
       "  'cooked rice',\n",
       "  'cooked chicken'],\n",
       " ['flour',\n",
       "  'raisins',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'milk',\n",
       "  'butter',\n",
       "  'nutmeg',\n",
       "  'baking powder',\n",
       "  'boiling water',\n",
       "  'sugar'],\n",
       " ['flour',\n",
       "  'margarine',\n",
       "  'chocolate chips',\n",
       "  'egg',\n",
       "  'unsweetened cocoa powder',\n",
       "  'shortening',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['red onion',\n",
       "  'mild cheddar cheese',\n",
       "  'sourdough hamburger buns',\n",
       "  'dill pickle',\n",
       "  'lettuce leaf',\n",
       "  \"lawry's seasoned salt\",\n",
       "  'ground beef',\n",
       "  'yellow onion',\n",
       "  'ice cube',\n",
       "  'tomato'],\n",
       " ['carrot',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'vegetable broth',\n",
       "  'frozen corn',\n",
       "  'celery ribs',\n",
       "  'frozen green beans',\n",
       "  'canola oil',\n",
       "  'water',\n",
       "  '10 bean soup mix',\n",
       "  'fat-free low-sodium chicken broth',\n",
       "  'diced tomatoes',\n",
       "  'pepper',\n",
       "  'onion'],\n",
       " ['shirataki noodles',\n",
       "  'salt',\n",
       "  'dutch-processed cocoa powder',\n",
       "  'honey',\n",
       "  'egg whites',\n",
       "  'baking powder'],\n",
       " ['half-and-half', 'nesquik no-sugar-added chocolate powder', 'brewed coffee'],\n",
       " ['garlic',\n",
       "  'extra virgin olive oil',\n",
       "  'roast',\n",
       "  'sea salt',\n",
       "  'bay leaf',\n",
       "  'fresh ground pepper'],\n",
       " ['salt',\n",
       "  'brown sugar',\n",
       "  'egg',\n",
       "  'gluten flour',\n",
       "  'oil',\n",
       "  'grain cereal',\n",
       "  'whole wheat flour',\n",
       "  'water',\n",
       "  'ice cubes',\n",
       "  'flax seed',\n",
       "  'instant yeast'],\n",
       " ['salt',\n",
       "  'baking soda',\n",
       "  'buttermilk',\n",
       "  'egg',\n",
       "  'multi-grain hot cereal',\n",
       "  'unbleached white flour',\n",
       "  'butter',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['crisp rice cereal',\n",
       "  'egg',\n",
       "  'ten-grain pancake mix',\n",
       "  'maple extract',\n",
       "  'butter',\n",
       "  'sugar'],\n",
       " ['salt',\n",
       "  'lean ground chuck',\n",
       "  'low-sodium cream of mushroom soup',\n",
       "  'potato',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'corn',\n",
       "  'peas'],\n",
       " ['celery',\n",
       "  'parmesan cheese',\n",
       "  'green pepper',\n",
       "  'red onion',\n",
       "  'italian seasoning',\n",
       "  'head iceberg lettuce',\n",
       "  'cauliflower',\n",
       "  'cooked bacon',\n",
       "  'mayonnaise',\n",
       "  'frozen peas'],\n",
       " ['cream cheese',\n",
       "  'parmesan cheese',\n",
       "  'garlic',\n",
       "  'italian sausage',\n",
       "  'diced onion',\n",
       "  'tomato sauce',\n",
       "  'lasagna noodle',\n",
       "  'mozzarella cheese',\n",
       "  'italian seasoning',\n",
       "  'ricotta cheese',\n",
       "  'basil',\n",
       "  'onion',\n",
       "  'olive oil',\n",
       "  'diced tomatoes',\n",
       "  'sugar',\n",
       "  'wine'],\n",
       " ['plain flour',\n",
       "  'parmesan cheese',\n",
       "  'prawns',\n",
       "  'egg yolk',\n",
       "  'low-fat sour cream',\n",
       "  'seafood cocktail sauce',\n",
       "  'low fat cottage cheese',\n",
       "  'shallots'],\n",
       " ['soy sauce',\n",
       "  'egg',\n",
       "  'dried fish flakes',\n",
       "  'soft silken tofu',\n",
       "  'water',\n",
       "  'green onion',\n",
       "  'sake',\n",
       "  'sugar'],\n",
       " ['celery',\n",
       "  'carrot',\n",
       "  'white onion',\n",
       "  'vegetable bouillon cubes',\n",
       "  'cabbage',\n",
       "  'water'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'cocoa',\n",
       "  'egg',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'boiling water',\n",
       "  'sugar'],\n",
       " ['apple juice',\n",
       "  'ground cinnamon',\n",
       "  'golden delicious apples',\n",
       "  'cognac',\n",
       "  'fuji apples',\n",
       "  'butter',\n",
       "  'honey'],\n",
       " ['sponge cakes', 'french vanilla yogurt', 'fresh blueberries', 'sherry wine'],\n",
       " ['salsa', 'minute rice', 'velveeta cheese', 'condensed chicken broth'],\n",
       " ['paper',\n",
       "  'desiccated coconut',\n",
       "  'salt',\n",
       "  'self-raising flour',\n",
       "  'brown sugar',\n",
       "  'cocoa',\n",
       "  'milk',\n",
       "  'vanilla essence',\n",
       "  'butter',\n",
       "  'boiling water',\n",
       "  'sugar'],\n",
       " ['seasoning salt',\n",
       "  'evaporated milk',\n",
       "  'water',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'mushrooms',\n",
       "  'onion'],\n",
       " ['milk',\n",
       "  'frozen chopped spinach',\n",
       "  'nutmeg',\n",
       "  'cream of spinach soup mix',\n",
       "  'pepper'],\n",
       " ['jello instant vanilla pudding mix',\n",
       "  'vanilla wafers',\n",
       "  'cool whip',\n",
       "  'cherry pie filling'],\n",
       " ['hot water',\n",
       "  'bread flour',\n",
       "  'kosher salt',\n",
       "  'fast rise yeast',\n",
       "  'olive oil',\n",
       "  'sugar'],\n",
       " ['cream cheese',\n",
       "  'graham cracker crust',\n",
       "  'milk',\n",
       "  'cool whip',\n",
       "  'german sweet chocolate',\n",
       "  'sugar'],\n",
       " ['parmesan cheese',\n",
       "  'mozzarella cheese',\n",
       "  'pasta sauce',\n",
       "  'frozen chopped spinach',\n",
       "  'frozen cheese ravioli'],\n",
       " ['potato',\n",
       "  'dijon mustard',\n",
       "  'salad dressing',\n",
       "  'green olives',\n",
       "  'pickle',\n",
       "  'spicy mustard',\n",
       "  'plain fat-free yogurt'],\n",
       " ['worcestershire sauce',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'pepper',\n",
       "  'oil',\n",
       "  'parsley',\n",
       "  'mushroom',\n",
       "  'onion',\n",
       "  'tomato'],\n",
       " ['minute rice',\n",
       "  'garlic',\n",
       "  'small shrimp',\n",
       "  'chicken broth',\n",
       "  'pepperoni',\n",
       "  'oil',\n",
       "  'tabasco sauce',\n",
       "  'cornstarch',\n",
       "  'frozen green pea',\n",
       "  'diced tomatoes'],\n",
       " ['cream cheese',\n",
       "  'italian seasoning',\n",
       "  'pepperoni',\n",
       "  'crescent roll dough',\n",
       "  'cheddar cheese'],\n",
       " ['chocolate candy bars', 'marshmallows', 'gummy worms'],\n",
       " ['mexican blend cheese',\n",
       "  'salt',\n",
       "  'bacon bits',\n",
       "  'sliced mushrooms',\n",
       "  'vegetable oil',\n",
       "  'green onion',\n",
       "  'boneless skinless chicken breast halves',\n",
       "  'garlic powder'],\n",
       " ['unsalted butter',\n",
       "  'egg',\n",
       "  'milk',\n",
       "  'vanilla essence',\n",
       "  'self raising flour',\n",
       "  'golden syrup',\n",
       "  'lemon zest',\n",
       "  'sugar'],\n",
       " ['soy sauce',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'red bell pepper',\n",
       "  'corn oil',\n",
       "  'sesame oil',\n",
       "  'chicken broth',\n",
       "  'light brown sugar',\n",
       "  'rice wine vinegar',\n",
       "  'cornstarch',\n",
       "  'boneless skinless chicken breasts',\n",
       "  'zucchini',\n",
       "  'scallion',\n",
       "  'cooked rice'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'crushed tomatoes',\n",
       "  'fresh basil',\n",
       "  'butter',\n",
       "  'dried oregano',\n",
       "  'olive oil',\n",
       "  'sugar',\n",
       "  'onion'],\n",
       " ['salsa',\n",
       "  'soy sauce',\n",
       "  'red pepper',\n",
       "  'taco seasoning',\n",
       "  'textured vegetable protein',\n",
       "  'flour tortillas',\n",
       "  'water',\n",
       "  'olive oil'],\n",
       " ['tortillas',\n",
       "  'diced onion',\n",
       "  'taco seasoning',\n",
       "  'red pepper',\n",
       "  'paprika',\n",
       "  'textured vegetable protein',\n",
       "  'nutritional yeast flakes',\n",
       "  'cherry tomatoes',\n",
       "  'cayenne',\n",
       "  'water',\n",
       "  'chili powder',\n",
       "  'taco sauce',\n",
       "  'onion',\n",
       "  'cheddar cheese',\n",
       "  'olive oil',\n",
       "  'cumin',\n",
       "  'beef bouillon concentrate'],\n",
       " ['parmesan cheese',\n",
       "  'corn flakes',\n",
       "  'chicken breast halves',\n",
       "  'dry ranch dressing mix',\n",
       "  'butter',\n",
       "  'bottled garlic'],\n",
       " ['plain yogurt', 'mango nectar'],\n",
       " ['graham crackers',\n",
       "  'crunchy peanut butter',\n",
       "  'chocolate chips',\n",
       "  'powdered sugar',\n",
       "  'butter'],\n",
       " ['ranch dressing mix',\n",
       "  'prepared yellow mustard',\n",
       "  'sour cream',\n",
       "  'dried onion',\n",
       "  'sugar',\n",
       "  'garlic powder',\n",
       "  'prepared horseradish',\n",
       "  'mayonnaise'],\n",
       " ['flour', 'yeast', 'salt', 'oil', 'spices', 'warm water', 'sugar'],\n",
       " ['celery',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'red bell pepper',\n",
       "  'smoked turkey',\n",
       "  'ham hock',\n",
       "  'basil',\n",
       "  'chicken stock',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'green bell pepper',\n",
       "  'beans',\n",
       "  'tomato'],\n",
       " ['orange rind',\n",
       "  'salt',\n",
       "  'active dry yeast',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'water',\n",
       "  'unbleached all-purpose flour',\n",
       "  'whole grain breakfast cereal'],\n",
       " ['cream cheese',\n",
       "  'four-cheese mexican blend cheese',\n",
       "  'garlic',\n",
       "  'sour cream',\n",
       "  'macaroni noodles',\n",
       "  'oregano',\n",
       "  'italian seasoning',\n",
       "  'green giant sliced mushrooms',\n",
       "  'salt and pepper',\n",
       "  'ragu parmesan and romano spaghetti sauce',\n",
       "  'beef bouillon granules',\n",
       "  'onion',\n",
       "  'hamburger'],\n",
       " ['halibut fillets',\n",
       "  'garlic',\n",
       "  'unsalted butter',\n",
       "  'fresh lemon juice',\n",
       "  'herbs',\n",
       "  'olive oil',\n",
       "  'old bay seasoning',\n",
       "  'lemon zest'],\n",
       " ['parmesan cheese',\n",
       "  'mozzarella cheese',\n",
       "  'italian seasoning',\n",
       "  'ragu tomato sauce',\n",
       "  'ricotta cheese',\n",
       "  'water',\n",
       "  'garlic powder',\n",
       "  'ziti pasta'],\n",
       " ['low-fat mayonnaise',\n",
       "  'salt',\n",
       "  'lemon juice',\n",
       "  'unsalted butter',\n",
       "  'low-fat milk',\n",
       "  'large shrimp',\n",
       "  'cayenne pepper',\n",
       "  'low-fat sour cream',\n",
       "  'blue cheese',\n",
       "  'hot pepper sauce',\n",
       "  'parsley',\n",
       "  'all-purpose flour',\n",
       "  'olive oil'],\n",
       " ['parmesan cheese',\n",
       "  'mozzarella cheese',\n",
       "  'pepperoni',\n",
       "  'pasta sauce',\n",
       "  'ricotta cheese',\n",
       "  'pizza dough',\n",
       "  'olive oil'],\n",
       " ['lime zest',\n",
       "  'ritz crackers',\n",
       "  'lime juice',\n",
       "  'sweetened condensed milk',\n",
       "  'heavy cream'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'crushed tomatoes',\n",
       "  'italian seasoning',\n",
       "  'sugar',\n",
       "  'onion',\n",
       "  'olive oil',\n",
       "  'diced tomatoes',\n",
       "  'fresh ground pepper'],\n",
       " ['broccoli floret',\n",
       "  'green onions',\n",
       "  'soy sauce',\n",
       "  'pork-flavored ramen noodles',\n",
       "  'red bell pepper',\n",
       "  'pork tenderloin',\n",
       "  'vegetable oil',\n",
       "  'fresh parsley',\n",
       "  'water'],\n",
       " ['sambal oelek chili paste',\n",
       "  'shrimp',\n",
       "  'dark brown sugar',\n",
       "  'lime, zest of',\n",
       "  'crunchy peanut butter',\n",
       "  'thai rice noodles',\n",
       "  'lime slice',\n",
       "  'vegetable oil',\n",
       "  'bean sprouts',\n",
       "  'fish sauce',\n",
       "  'cherry tomatoes',\n",
       "  'roasted peanuts',\n",
       "  'cilantro'],\n",
       " ['parmesan cheese',\n",
       "  'cannellini beans',\n",
       "  'garlic',\n",
       "  'chicken broth',\n",
       "  'french bread',\n",
       "  'fresh basil',\n",
       "  'extra virgin olive oil',\n",
       "  'marinara sauce',\n",
       "  'roasted red peppers',\n",
       "  'fresh ground pepper'],\n",
       " ['crisco shortening', 'white chocolate', 'red food coloring'],\n",
       " ['gluten',\n",
       "  'wheat bread flour',\n",
       "  'salt',\n",
       "  'molasses',\n",
       "  'dry milk',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'honey',\n",
       "  'fast rise yeast'],\n",
       " ['salt',\n",
       "  'active dry yeast',\n",
       "  'light brown sugar',\n",
       "  'milk',\n",
       "  'whole wheat flour',\n",
       "  'butter',\n",
       "  'white flour',\n",
       "  'warm water'],\n",
       " ['egg beaters egg substitute',\n",
       "  'splenda granular',\n",
       "  'skim milk',\n",
       "  'cinnamon',\n",
       "  'baking soda',\n",
       "  'whole wheat flour',\n",
       "  'vanilla'],\n",
       " ['rolled oats', 'cinnamon', 'water', 'raisins'],\n",
       " ['vanilla', 'brewed coffee', 'sugar', '1% low-fat milk'],\n",
       " ['unbleached flour',\n",
       "  'egg beaters egg substitute',\n",
       "  'peaches',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'applesauce',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'banana'],\n",
       " ['skim milk',\n",
       "  'creamy peanut butter',\n",
       "  'raw sugar',\n",
       "  'molasses',\n",
       "  'butter',\n",
       "  'quick oats',\n",
       "  'vanilla protein powder'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'rice krispies',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'margarine',\n",
       "  'egg',\n",
       "  'quick oatmeal',\n",
       "  'cooking oil',\n",
       "  'white sugar',\n",
       "  'cream of tartar',\n",
       "  'vanilla',\n",
       "  'coconut'],\n",
       " ['vinegar',\n",
       "  'white wine',\n",
       "  'garlic',\n",
       "  'of fresh mint',\n",
       "  'sugar',\n",
       "  'boneless leg of lamb'],\n",
       " ['flour',\n",
       "  'egg yolks',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'buttermilk',\n",
       "  'butter',\n",
       "  'egg whites',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['flour', 'vinegar', 'salt', 'milk', 'shortening'],\n",
       " ['flour', 'salt', 'sharp cheddar cheese', 'egg', 'milk', 'butter'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'evaporated milk',\n",
       "  'egg',\n",
       "  'vanilla',\n",
       "  'unbaked pie shells',\n",
       "  'sugar'],\n",
       " ['cold water',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'vegetable shortening',\n",
       "  'white sugar',\n",
       "  'all-purpose flour'],\n",
       " ['garlic',\n",
       "  'cold water',\n",
       "  'fish sauce',\n",
       "  'white vinegar',\n",
       "  'white sugar',\n",
       "  'limes, juice of',\n",
       "  'chili-garlic sauce'],\n",
       " ['ground nutmeg',\n",
       "  'cinnamon',\n",
       "  'vanilla sugar',\n",
       "  'apple juice',\n",
       "  'walnuts',\n",
       "  'egg',\n",
       "  'ground cinnamon',\n",
       "  'instant oats',\n",
       "  'egg whites',\n",
       "  'baking powder',\n",
       "  'banana',\n",
       "  'canned corn'],\n",
       " ['salt',\n",
       "  'cracked wheat',\n",
       "  'fast-rising active dry yeast',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'milk',\n",
       "  'honey',\n",
       "  'stone ground whole wheat flour',\n",
       "  'warm water'],\n",
       " ['parmesan cheese',\n",
       "  'dry breadcrumbs',\n",
       "  'salt',\n",
       "  'paprika',\n",
       "  'boneless skinless chicken breasts',\n",
       "  'parsley flakes',\n",
       "  'butter',\n",
       "  'dried oregano',\n",
       "  'pepper'],\n",
       " ['of fresh mint',\n",
       "  'snow peas',\n",
       "  'sesame oil',\n",
       "  'shoyu',\n",
       "  'bean sprouts',\n",
       "  'snow pea sprouts',\n",
       "  'mung bean sprouts',\n",
       "  'yellow bell pepper',\n",
       "  'fresh cilantro',\n",
       "  'cherry tomatoes',\n",
       "  'limes, juice of',\n",
       "  'olive oil',\n",
       "  'lebanese cucumbers',\n",
       "  'raw cashews'],\n",
       " ['salt',\n",
       "  'active dry yeast',\n",
       "  'extra virgin olive oil',\n",
       "  'semolina',\n",
       "  'warm water',\n",
       "  'sugar'],\n",
       " ['salt',\n",
       "  'spelt flour',\n",
       "  'brown sugar',\n",
       "  'almond milk',\n",
       "  'olive oil',\n",
       "  'bread machine yeast'],\n",
       " ['oil', 'table salt', 'whole wheat flour', 'water', 'honey', 'instant yeast'],\n",
       " ['gluten',\n",
       "  'salt',\n",
       "  'buckwheat flour',\n",
       "  'active dry yeast',\n",
       "  'soy flour',\n",
       "  'whole wheat flour',\n",
       "  'honey',\n",
       "  'warm water'],\n",
       " ['hot water',\n",
       "  'whole grain wheat flour',\n",
       "  'salt',\n",
       "  'dry active yeast',\n",
       "  'molasses',\n",
       "  'honey',\n",
       "  'olive oil'],\n",
       " ['baking soda',\n",
       "  'buttermilk',\n",
       "  'vegetable oil',\n",
       "  'whole wheat flour',\n",
       "  'blueberries',\n",
       "  'honey',\n",
       "  'egg whites'],\n",
       " ['salt',\n",
       "  'dry active yeast',\n",
       "  'milk',\n",
       "  'molasses',\n",
       "  'whole wheat flour',\n",
       "  'water',\n",
       "  'shortening',\n",
       "  'sugar'],\n",
       " ['gluten',\n",
       "  'salt',\n",
       "  'margarine',\n",
       "  'egg',\n",
       "  'buttermilk',\n",
       "  'dry active yeast',\n",
       "  'whole wheat flour',\n",
       "  'honey'],\n",
       " ['yeast',\n",
       "  'salt',\n",
       "  'margarine',\n",
       "  'powdered milk',\n",
       "  'molasses',\n",
       "  'whole wheat flour',\n",
       "  'water',\n",
       "  'honey'],\n",
       " ['salt',\n",
       "  'oil',\n",
       "  'dry milk',\n",
       "  'whole wheat flour',\n",
       "  'fast rising yeast',\n",
       "  'vital wheat gluten',\n",
       "  'warm water',\n",
       "  'sugar'],\n",
       " ['yeast',\n",
       "  'salt',\n",
       "  'oat bran',\n",
       "  'egg',\n",
       "  'vegetable oil',\n",
       "  'whole wheat flour',\n",
       "  'water',\n",
       "  'white whole wheat flour',\n",
       "  'vital wheat gluten',\n",
       "  'wheat germ',\n",
       "  'sugar'],\n",
       " ['yeast',\n",
       "  'kosher salt',\n",
       "  'whole wheat flour',\n",
       "  'warm water',\n",
       "  'vital wheat gluten'],\n",
       " ['yeast', 'salt', 'egg', 'applesauce', 'whole wheat flour', 'water', 'honey'],\n",
       " ['salt',\n",
       "  'egg',\n",
       "  'whole wheat flour',\n",
       "  'canola oil',\n",
       "  'water',\n",
       "  'honey',\n",
       "  'vital wheat gluten',\n",
       "  'instant yeast'],\n",
       " ['salt',\n",
       "  'low-fat buttermilk',\n",
       "  'baking soda',\n",
       "  'granulated sugar',\n",
       "  'flax seed meal',\n",
       "  'whole wheat flour',\n",
       "  'canola oil',\n",
       "  'egg whites',\n",
       "  'baking powder'],\n",
       " ['cinnamon',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'turbinado sugar',\n",
       "  'whole wheat flour',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'honey',\n",
       "  'vanilla',\n",
       "  'baking powder'],\n",
       " ['salt',\n",
       "  'low-fat buttermilk',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'molasses',\n",
       "  'whole wheat flour',\n",
       "  'butter',\n",
       "  'baking powder',\n",
       "  'raisins'],\n",
       " ['baking soda',\n",
       "  'low-fat milk',\n",
       "  'fruit',\n",
       "  'egg',\n",
       "  'whole wheat flour',\n",
       "  'canola oil',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['salt',\n",
       "  'brown sugar',\n",
       "  'egg',\n",
       "  'milk',\n",
       "  'whole wheat flour',\n",
       "  'butter',\n",
       "  'baking powder',\n",
       "  'peanut butter'],\n",
       " ['salt', 'whole wheat flour', 'water', 'honey', 'olive oil', 'instant yeast'],\n",
       " ['yeast', 'salt', 'egg', 'whole wheat flour', 'water', 'honey', 'olive oil'],\n",
       " ['gluten',\n",
       "  'sour cream',\n",
       "  'baking soda',\n",
       "  'kosher salt',\n",
       "  'milk',\n",
       "  'whole wheat flour',\n",
       "  'butter',\n",
       "  'baking powder'],\n",
       " ['cinnamon',\n",
       "  'powdered eggs',\n",
       "  'salt',\n",
       "  'baking powder',\n",
       "  'fruit',\n",
       "  'oatmeal',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'molasses',\n",
       "  'sugar',\n",
       "  'whole wheat flour',\n",
       "  'water',\n",
       "  'powdered milk',\n",
       "  'vanilla',\n",
       "  'cocoa powder',\n",
       "  'raisins'],\n",
       " ['cinnamon',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'vegetable oil',\n",
       "  'whole wheat flour',\n",
       "  'zucchini',\n",
       "  'vanilla',\n",
       "  'baking powder',\n",
       "  'sugar',\n",
       "  'nuts'],\n",
       " ['table salt',\n",
       "  'cooking oil',\n",
       "  'whole wheat flour',\n",
       "  'water',\n",
       "  'honey',\n",
       "  'instant yeast'],\n",
       " ['bananas',\n",
       "  'baking soda',\n",
       "  'egg',\n",
       "  'all-purpose flour',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'sugar',\n",
       "  'nuts'],\n",
       " ['chocolate cake mix',\n",
       "  'evaporated milk',\n",
       "  'chocolate chips',\n",
       "  'caramels',\n",
       "  'butter',\n",
       "  'nuts'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'bananas',\n",
       "  'baking soda',\n",
       "  'walnuts',\n",
       "  'egg',\n",
       "  'sugar',\n",
       "  'canola oil',\n",
       "  'raisins'],\n",
       " ['cream cheese', 'thousand island dressing'],\n",
       " ['chili sauce', 'mayonnaise', 'onion powder', 'sweet pickle relish'],\n",
       " ['flour',\n",
       "  'rice krispies',\n",
       "  'brown sugar',\n",
       "  'baking soda',\n",
       "  'chocolate chips',\n",
       "  'margarine',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'white sugar',\n",
       "  'cream of tartar',\n",
       "  'vanilla',\n",
       "  'flaked coconut',\n",
       "  'rolled oats'],\n",
       " ['bacon',\n",
       "  'garlic',\n",
       "  'buttermilk',\n",
       "  'fresh lemon juice',\n",
       "  'unsalted sunflower seeds',\n",
       "  'hardboiled egg',\n",
       "  'plain yogurt',\n",
       "  'white pepper',\n",
       "  'mushrooms',\n",
       "  'sugar',\n",
       "  'baby spinach'],\n",
       " ['bacon',\n",
       "  'fresh mushrooms',\n",
       "  'green pepper',\n",
       "  'red onion',\n",
       "  'italian seasoning',\n",
       "  'cauliflower',\n",
       "  'mayonnaise',\n",
       "  'cherry tomatoes',\n",
       "  'fresh broccoli',\n",
       "  'lettuce',\n",
       "  'sugar',\n",
       "  'frozen peas'],\n",
       " ['marjoram leaves',\n",
       "  'basil leaves',\n",
       "  'paprika',\n",
       "  'rubbed sage',\n",
       "  'ground allspice',\n",
       "  'celery salt',\n",
       "  'ground oregano',\n",
       "  'chili powder',\n",
       "  'garlic powder',\n",
       "  'black pepper',\n",
       "  'onion salt'],\n",
       " ['vodka', 'beer', 'fresh jalapeno', 'ice'],\n",
       " ['bacon',\n",
       "  'worcestershire sauce',\n",
       "  'parmesan cheese',\n",
       "  'low-fat mayonnaise',\n",
       "  'lemon juice',\n",
       "  'anchovy fillets',\n",
       "  'fresh mushrooms',\n",
       "  'garlic',\n",
       "  'french bread',\n",
       "  'oil',\n",
       "  'extra virgin olive oil',\n",
       "  'dijon mustard',\n",
       "  'miracle whip light',\n",
       "  'olive oil',\n",
       "  'baby spinach'],\n",
       " ['jumbo pasta shells',\n",
       "  'mexican blend cheese',\n",
       "  'salt',\n",
       "  'italian cheese blend',\n",
       "  'egg',\n",
       "  'mozzarella cheese',\n",
       "  'ricotta cheese',\n",
       "  'spaghetti sauce',\n",
       "  'parsley flakes',\n",
       "  'ground beef',\n",
       "  'dried italian seasoning',\n",
       "  'ground pepper',\n",
       "  'parmesan-romano cheese mix'],\n",
       " ['salt',\n",
       "  'brown sugar',\n",
       "  'oil',\n",
       "  'whole wheat flour',\n",
       "  'water',\n",
       "  'white flour',\n",
       "  'bread machine yeast'],\n",
       " ['evaporated milk',\n",
       "  'whole corn',\n",
       "  'potato',\n",
       "  'salt and pepper',\n",
       "  'cream-style corn',\n",
       "  'water',\n",
       "  'butter',\n",
       "  'onion'],\n",
       " ['parmesan cheese',\n",
       "  'kosher salt',\n",
       "  'prosciutto',\n",
       "  'extra virgin olive oil',\n",
       "  'flat leaf parsley',\n",
       "  'orecchiette',\n",
       "  'italian seasoned breadcrumbs',\n",
       "  'black pepper'],\n",
       " ['salt', 'fresh ground black pepper', 'olive oil', 'cumin seeds', 'tomato'],\n",
       " ['baking soda',\n",
       "  'molasses',\n",
       "  'corn syrup',\n",
       "  'white sugar',\n",
       "  'salted peanuts',\n",
       "  'butter',\n",
       "  'vanilla'],\n",
       " ['cinnamon',\n",
       "  'salt',\n",
       "  'bulgar wheat',\n",
       "  'onion',\n",
       "  'lean ground beef',\n",
       "  'plain yogurt'],\n",
       " ['egg',\n",
       "  'yellow cake mix',\n",
       "  'oil',\n",
       "  'apple pie filling',\n",
       "  'instant vanilla pudding',\n",
       "  'water'],\n",
       " ['carrot', 'italian dressing', 'boneless skinless chicken breasts', 'potato'],\n",
       " ['egg', 'cinnamon rolls', 'chocolate milk'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'egg',\n",
       "  'milk',\n",
       "  'white sugar',\n",
       "  'butter',\n",
       "  'vanilla',\n",
       "  'baking powder'],\n",
       " ['celery',\n",
       "  'worcestershire sauce',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'leeks',\n",
       "  'basil',\n",
       "  'water',\n",
       "  'ham',\n",
       "  'soup mix',\n",
       "  'thyme',\n",
       "  'pepper'],\n",
       " ['worcestershire sauce',\n",
       "  'bell peppers',\n",
       "  'egg',\n",
       "  'chili sauce',\n",
       "  'milk',\n",
       "  'salt and pepper',\n",
       "  'ground beef',\n",
       "  'garlic powder',\n",
       "  'onion',\n",
       "  'saltine crackers'],\n",
       " ['worcestershire sauce',\n",
       "  'garlic',\n",
       "  'sour cream',\n",
       "  'unsalted butter',\n",
       "  'salt and pepper',\n",
       "  'aluminum foil',\n",
       "  'limes, juice of',\n",
       "  'prepared horseradish',\n",
       "  'beef tenderloin'],\n",
       " ['flour',\n",
       "  'cream cheese',\n",
       "  'carrot',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'pineapple',\n",
       "  'baking soda',\n",
       "  'walnuts',\n",
       "  'margarine',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'baking powder',\n",
       "  'sugar'],\n",
       " ['turmeric',\n",
       "  'carrot',\n",
       "  'salt',\n",
       "  'celery seed',\n",
       "  'cabbage',\n",
       "  'water',\n",
       "  'mustard seeds',\n",
       "  'onion',\n",
       "  'white vinegar',\n",
       "  'sugar'],\n",
       " ['pickling cucumbers',\n",
       "  'vinegar',\n",
       "  'salt',\n",
       "  'water',\n",
       "  'alum',\n",
       "  'pickling spices',\n",
       "  'sugar'],\n",
       " ['vinegar', 'cucumbers', 'canning salt', 'alum', 'pickling spices', 'sugar'],\n",
       " ['flour',\n",
       "  'ground cloves',\n",
       "  'cream cheese',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'carrot',\n",
       "  'baking soda',\n",
       "  'allspice',\n",
       "  'margarine',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'oil',\n",
       "  'sugar',\n",
       "  'vanilla',\n",
       "  'coconut',\n",
       "  'raisins',\n",
       "  'nuts'],\n",
       " ['maple syrup', 'nutmeats', 'lemon extract', 'butter', 'cream'],\n",
       " ['celery',\n",
       "  'carrot',\n",
       "  'salt',\n",
       "  'raw rice',\n",
       "  'lemon juice',\n",
       "  'chicken broth',\n",
       "  'deli ham',\n",
       "  'parsley',\n",
       "  'basil',\n",
       "  'water',\n",
       "  'chicken bouillon cubes',\n",
       "  'onion',\n",
       "  'beans',\n",
       "  'tomato',\n",
       "  'v8 vegetable juice'],\n",
       " ['hormel chili without beans',\n",
       "  'tortillas',\n",
       "  'refried beans',\n",
       "  'monterey jack cheese'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'celery leaves',\n",
       "  'ham hocks',\n",
       "  'dried parsley',\n",
       "  '15 bean soup mix',\n",
       "  'chicken bouillon cubes',\n",
       "  'dried rosemary',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'whole tomatoes',\n",
       "  'olive oil'],\n",
       " ['worcestershire sauce',\n",
       "  'smoked sausage',\n",
       "  'garlic',\n",
       "  'ham bone',\n",
       "  'beef bouillon paste',\n",
       "  '15 bean soup mix',\n",
       "  'steak sauce',\n",
       "  'water',\n",
       "  'black pepper',\n",
       "  'diced tomatoes'],\n",
       " ['smoked paprika',\n",
       "  'carrot',\n",
       "  'salt',\n",
       "  'ham',\n",
       "  'garlic',\n",
       "  'paprika',\n",
       "  'oregano',\n",
       "  'cayenne pepper',\n",
       "  'lemon',\n",
       "  'condensed tomato soup',\n",
       "  'water',\n",
       "  'chili powder',\n",
       "  'onion',\n",
       "  'black pepper',\n",
       "  'olive oil',\n",
       "  'thyme',\n",
       "  'dried beans'],\n",
       " ['flour',\n",
       "  'plain sweet biscuit crumbs',\n",
       "  'sour cream',\n",
       "  'baking soda',\n",
       "  'margarine',\n",
       "  'egg',\n",
       "  'liquid honey',\n",
       "  'honey',\n",
       "  'ground walnuts',\n",
       "  'sugar'],\n",
       " ['garlic',\n",
       "  'lemon juice',\n",
       "  'capers',\n",
       "  'fresh chives',\n",
       "  'fresh parsley',\n",
       "  'salt and pepper',\n",
       "  'halibut steaks',\n",
       "  'chicken stock',\n",
       "  'fresh tarragon'],\n",
       " ['new potatoes',\n",
       "  'tomato paste',\n",
       "  'oil',\n",
       "  'boneless sirloin steak',\n",
       "  'water',\n",
       "  'lipton beefy mushroom soup mix',\n",
       "  'peas and carrots'],\n",
       " ['tomatoes and green chilies',\n",
       "  'taco seasoning',\n",
       "  'black beans',\n",
       "  'frozen corn kernels',\n",
       "  'ground beef'],\n",
       " ['lean ground beef',\n",
       "  'minute white rice',\n",
       "  'water',\n",
       "  'mustard',\n",
       "  'ketchup',\n",
       "  'cheddar cheese'],\n",
       " ['white rice',\n",
       "  'velveeta cheese',\n",
       "  'water',\n",
       "  'ground beef',\n",
       "  'chili with beans',\n",
       "  'diced tomatoes'],\n",
       " ['paprika',\n",
       "  'vegetable oil',\n",
       "  'instant rice',\n",
       "  'water',\n",
       "  'boneless skinless chicken breast halves',\n",
       "  'condensed cream of chicken soup',\n",
       "  'ground pepper'],\n",
       " ['sour cream',\n",
       "  'pepper',\n",
       "  'chicken breast tenders',\n",
       "  'lime',\n",
       "  'pico de gallo',\n",
       "  'onion',\n",
       "  'olive oil',\n",
       "  'tortilla',\n",
       "  'cheese',\n",
       "  'fajita seasoning mix'],\n",
       " ['salsa',\n",
       "  'tortilla chips',\n",
       "  'chicken',\n",
       "  'sour cream',\n",
       "  'chicken broth',\n",
       "  'mexicorn',\n",
       "  'kidney beans',\n",
       "  'cheddar cheese'],\n",
       " ['minute rice',\n",
       "  'broccoli florets',\n",
       "  'vegetable oil',\n",
       "  'milk',\n",
       "  'boneless skinless chicken breasts',\n",
       "  'condensed cream of chicken soup'],\n",
       " ['salsa',\n",
       "  'ground turkey',\n",
       "  'salt',\n",
       "  'pinto beans',\n",
       "  'stewed tomatoes',\n",
       "  'chili powder',\n",
       "  'kidney beans',\n",
       "  'onion',\n",
       "  'cumin'],\n",
       " ['sour cream',\n",
       "  'white minute rice',\n",
       "  'flour tortillas',\n",
       "  'water',\n",
       "  'chili with beans',\n",
       "  'cheese'],\n",
       " ['broccoli',\n",
       "  'water',\n",
       "  'chili powder',\n",
       "  'ketchup',\n",
       "  'lean ground beef',\n",
       "  'macaroni & cheese dinner mix'],\n",
       " ['cinnamon',\n",
       "  'salt',\n",
       "  'brown sugar',\n",
       "  'pepper',\n",
       "  'clove',\n",
       "  'onion',\n",
       "  'allspice',\n",
       "  'tomato'],\n",
       " ['roasted cashews',\n",
       "  'garlic',\n",
       "  'grape tomatoes',\n",
       "  'fresh oregano',\n",
       "  'fresh parmesan cheese',\n",
       "  'fresh basil',\n",
       "  'crushed red pepper flakes',\n",
       "  'pappardelle pasta',\n",
       "  'pepper',\n",
       "  'sun-dried tomato packed in oil'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'tomato sauce',\n",
       "  'low sodium chicken broth',\n",
       "  'ground cumin',\n",
       "  'ground coriander',\n",
       "  'chipotle chile in adobo',\n",
       "  'onion'],\n",
       " ['reduced fat graham cracker crust',\n",
       "  'fat free cream cheese',\n",
       "  'fat-free whipped topping',\n",
       "  'sugar substitute'],\n",
       " ['parmesan cheese',\n",
       "  'lemon juice',\n",
       "  'red onion',\n",
       "  'fresh spinach',\n",
       "  'pine nuts',\n",
       "  'fresh linguine',\n",
       "  'pesto sauce',\n",
       "  'tomato'],\n",
       " ['flour',\n",
       "  'garlic',\n",
       "  'lemon juice',\n",
       "  'chicken broth',\n",
       "  'oil',\n",
       "  'salt and pepper',\n",
       "  'boneless skinless chicken breast halves',\n",
       "  'butter'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'garbanzo beans',\n",
       "  'fresh lemon juice',\n",
       "  'extra virgin olive oil',\n",
       "  'celery ribs',\n",
       "  'fresh parsley',\n",
       "  'feta cheese',\n",
       "  'romaine lettuce',\n",
       "  'scallion',\n",
       "  'cracked black pepper',\n",
       "  'of fresh mint',\n",
       "  'tomato'],\n",
       " ['oil',\n",
       "  'instant rice',\n",
       "  'italian dressing',\n",
       "  'boneless skinless chicken breast',\n",
       "  'assorted fresh vegetables',\n",
       "  'reduced-sodium fat-free chicken broth'],\n",
       " ['cream cheese',\n",
       "  'instant lemon pudding',\n",
       "  'powdered sugar',\n",
       "  'graham cracker crumbs',\n",
       "  'milk',\n",
       "  'butter'],\n",
       " ['cocoa', 'butter', 'vanilla', \"confectioners' sugar\", 'peanut butter'],\n",
       " ['parmesan cheese',\n",
       "  'smoked turkey breast',\n",
       "  'italian salad dressing',\n",
       "  'tomato',\n",
       "  'spaghetti'],\n",
       " ['soy sauce',\n",
       "  'minute rice',\n",
       "  'pork tenderloin',\n",
       "  'chicken bouillon cube',\n",
       "  'oil',\n",
       "  'water',\n",
       "  'frozen mixed vegetables'],\n",
       " ['green pepper',\n",
       "  'oil',\n",
       "  'minute white rice',\n",
       "  'hot pepper sauce',\n",
       "  'chicken bouillon cubes',\n",
       "  'water',\n",
       "  'kidney beans',\n",
       "  'onion'],\n",
       " ['shrimp',\n",
       "  'parmesan cheese',\n",
       "  'garlic salt',\n",
       "  'fettuccine',\n",
       "  'baby peas',\n",
       "  'bacon bits',\n",
       "  'black pepper',\n",
       "  'half-and-half cream'],\n",
       " ['white wine',\n",
       "  'garlic',\n",
       "  'angel hair pasta',\n",
       "  'salt & pepper',\n",
       "  'extra virgin olive oil',\n",
       "  'frozen shrimp',\n",
       "  'butter',\n",
       "  'onion'],\n",
       " ['celery',\n",
       "  'jalapenos',\n",
       "  'hot chili flakes',\n",
       "  'garlic flakes',\n",
       "  'sweet green pepper',\n",
       "  'sliced mushrooms',\n",
       "  'sweet red pepper',\n",
       "  'tomato sauce & mushrooms',\n",
       "  'onion',\n",
       "  'hamburger'],\n",
       " ['soy sauce',\n",
       "  'garlic',\n",
       "  'salt',\n",
       "  'chicken broth',\n",
       "  'asparagus',\n",
       "  'chili flakes',\n",
       "  'rice vinegar',\n",
       "  'fresh ginger',\n",
       "  'boneless skinless chicken breast',\n",
       "  'white pepper',\n",
       "  'onion'],\n",
       " ['half-and-half',\n",
       "  'unsalted butter',\n",
       "  'kosher salt',\n",
       "  'dijon mustard',\n",
       "  'hot sauce',\n",
       "  'elbow macaroni',\n",
       "  'fresh ground black pepper',\n",
       "  'extra-sharp cheddar cheese'],\n",
       " ['fresh mushrooms',\n",
       "  'flour',\n",
       "  'sour cream',\n",
       "  'dry onion soup mix',\n",
       "  'water',\n",
       "  'round steak',\n",
       "  'butter'],\n",
       " ['chopped tomatoes',\n",
       "  'mexican blend cheese',\n",
       "  'extra lean ground beef',\n",
       "  'minute white rice',\n",
       "  'water',\n",
       "  'taco seasoning mix',\n",
       "  'lettuce'],\n",
       " ['cornflour',\n",
       "  'lime, juice and zest of',\n",
       "  'dark soy sauce',\n",
       "  'pak choi',\n",
       "  'water',\n",
       "  'tiger shrimp',\n",
       "  'thai fish sauce',\n",
       "  'sweet chili sauce',\n",
       "  'sunflower oil',\n",
       "  'baby spinach'],\n",
       " ['milk', 'minute rice', 'raisins', 'vanilla instant pudding mix'],\n",
       " ['salsa', 'black beans', 'fire-roasted tomatoes', 'water', 'kidney beans'],\n",
       " ['cream cheese', 'parmesan cheese', 'margarine', 'fettuccine pasta', 'milk'],\n",
       " ['salt',\n",
       "  'milk',\n",
       "  'quick oats',\n",
       "  'water',\n",
       "  'honey',\n",
       "  'vanilla',\n",
       "  'sugar',\n",
       "  'dried fruits'],\n",
       " ['celery',\n",
       "  '15 bean mix',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'seasoning salt',\n",
       "  'tomato sauce',\n",
       "  'chicken bouillon cubes',\n",
       "  'water',\n",
       "  'onion',\n",
       "  'bay leaves',\n",
       "  'ham hocks',\n",
       "  'diced tomatoes',\n",
       "  'pepper'],\n",
       " ['chili seasoning mix',\n",
       "  'corn chips',\n",
       "  'dark red kidney beans',\n",
       "  'sharp cheddar cheese',\n",
       "  'red pepper flakes',\n",
       "  'vegetable oil',\n",
       "  'salt and pepper',\n",
       "  'canned green beans',\n",
       "  'water',\n",
       "  'ground beef',\n",
       "  'ketchup',\n",
       "  'onion',\n",
       "  'whole tomatoes',\n",
       "  'green bell pepper',\n",
       "  'black-eyed peas'],\n",
       " ['garlic',\n",
       "  'salt',\n",
       "  'ground black pepper',\n",
       "  'chicken liver',\n",
       "  'heavy cream',\n",
       "  'sage',\n",
       "  'marjoram',\n",
       "  'butter',\n",
       "  'brandy',\n",
       "  'thyme',\n",
       "  'onion'],\n",
       " ['chili beans',\n",
       "  'salt',\n",
       "  'sour cream',\n",
       "  'oregano',\n",
       "  'cayenne pepper',\n",
       "  'sliced mushrooms',\n",
       "  'chili powder',\n",
       "  'onion',\n",
       "  'lean ground beef',\n",
       "  'cumin',\n",
       "  'diced tomatoes'],\n",
       " ['strawberry',\n",
       "  'frozen pound cake',\n",
       "  'cool whip topping',\n",
       "  'orange liqueur',\n",
       "  'jello instant vanilla pudding mix',\n",
       "  'white chocolate baking squares',\n",
       "  'sugar',\n",
       "  'strawberries'],\n",
       " ['worcestershire sauce',\n",
       "  'fresh lemon juice',\n",
       "  'dried tarragon',\n",
       "  'dijon mustard',\n",
       "  'boneless skinless chicken breast halves',\n",
       "  'pepper'],\n",
       " ['chicken broth', 'salt and pepper', 'basmati rice'],\n",
       " ['salsa',\n",
       "  'tortilla chips',\n",
       "  'sour cream',\n",
       "  'black olives',\n",
       "  'cream of chicken soup',\n",
       "  'monterey jack cheese',\n",
       "  'green enchilada sauce',\n",
       "  'green onion',\n",
       "  'lettuce',\n",
       "  'tomato',\n",
       "  'cooked chicken'],\n",
       " ['pasta', 'parmesan cheese', 'garlic', 'butter'],\n",
       " ['garlic',\n",
       "  'pepper',\n",
       "  'large shrimp',\n",
       "  'feta cheese',\n",
       "  'parsley',\n",
       "  'dried oregano',\n",
       "  'olive oil',\n",
       "  'old bay seasoning',\n",
       "  'tomato'],\n",
       " ['snap peas',\n",
       "  'unsalted butter',\n",
       "  'red onion',\n",
       "  'lemon, zest of',\n",
       "  'large shrimp',\n",
       "  'salt & freshly ground black pepper',\n",
       "  'herbs',\n",
       "  'corn kernels',\n",
       "  'cherry tomatoes',\n",
       "  'zucchini',\n",
       "  'olive oil'],\n",
       " ['parmesan cheese',\n",
       "  'white beans',\n",
       "  'vegetable broth',\n",
       "  'garlic',\n",
       "  'fresh lemon juice',\n",
       "  'scallions',\n",
       "  'salt and pepper',\n",
       "  'dried oregano',\n",
       "  'olive oil'],\n",
       " ['celery',\n",
       "  'carrot',\n",
       "  'garlic',\n",
       "  'italian sausage',\n",
       "  'oregano',\n",
       "  'water',\n",
       "  'chicken stock',\n",
       "  'onion',\n",
       "  'bay leaves',\n",
       "  'beans',\n",
       "  'tomato'],\n",
       " ['cinnamon sticks',\n",
       "  'pickling salt',\n",
       "  'cucumbers',\n",
       "  'alum',\n",
       "  'pickling spices',\n",
       "  'white vinegar',\n",
       "  'sugar'],\n",
       " ['pork butt', 'ginger ale', 'barbecue sauce', 'onion'],\n",
       " ['cold water',\n",
       "  'brown sugar',\n",
       "  'vanilla bean',\n",
       "  'strong coffee',\n",
       "  'dark molasses',\n",
       "  'vodka',\n",
       "  'sugar'],\n",
       " ['whole chickens',\n",
       "  'celery',\n",
       "  'carrot',\n",
       "  'chicken broth',\n",
       "  'frozen corn',\n",
       "  'potato',\n",
       "  'celery ribs',\n",
       "  'chicken bouillon cubes',\n",
       "  'onion',\n",
       "  'frozen white corn'],\n",
       " ['oregano leaves',\n",
       "  'low-carb marinara sauce',\n",
       "  'lean ground turkey',\n",
       "  'fat-free parmesan cheese',\n",
       "  'basil',\n",
       "  'eggplant',\n",
       "  'fennel seed',\n",
       "  'nonstick cooking spray'],\n",
       " ['raspberry vodka', 'mountain dew soda'],\n",
       " ['tart apples',\n",
       "  'fresh thyme',\n",
       "  'pancetta',\n",
       "  'white cheddar cheese',\n",
       "  'gouda cheese',\n",
       "  'red onion',\n",
       "  'apple cider',\n",
       "  'salt and pepper',\n",
       "  'red wine vinegar',\n",
       "  'dijon mustard',\n",
       "  'arugula',\n",
       "  'sherry wine vinegar',\n",
       "  'shallots',\n",
       "  'olive oil',\n",
       "  'white vinegar'],\n",
       " ['flour',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'pumpkin pie spice',\n",
       "  'unsalted butter',\n",
       "  'egg',\n",
       "  'light brown sugar',\n",
       "  'vegetable oil',\n",
       "  'marshmallow cream',\n",
       "  \"confectioners' sugar\",\n",
       "  'baby carrots',\n",
       "  'baking powder',\n",
       "  'pure vanilla extract'],\n",
       " ['flour',\n",
       "  'cinnamon',\n",
       "  'salt',\n",
       "  'baking soda',\n",
       "  'cocoa',\n",
       "  'clove',\n",
       "  'egg',\n",
       "  'buttermilk',\n",
       "  'butter',\n",
       "  'nutmeg',\n",
       "  'vanilla',\n",
       "  'sugar'],\n",
       " ['flour',\n",
       "  'almonds',\n",
       "  'powdered sugar',\n",
       "  'egg',\n",
       "  'cornstarch',\n",
       "  'milk',\n",
       "  'sugar',\n",
       "  'cream of tartar',\n",
       "  'sweet cream',\n",
       "  'egg yolks'],\n",
       " ...]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vectors = []\n",
    "\n",
    "for id, ind_set in recipes:\n",
    "    v = []\n",
    "    \n",
    "    for ind in ind_set:\n",
    "        v.append(ind)\n",
    "\n",
    "    vectors.append(v)\n",
    "\n",
    "vectors"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll use the [`Word2Vec`](https://radimrehurek.com/gensim/models/word2vec.html) implementation in the `gensim` library (i.e., *deep learning*) to train an embedding model.\n",
    "This approach tends to work best if the training data has at least 100K rows.\n",
    "NB: work in progress will replace `gensim` with `pytorch` instead."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import gensim\n",
    "\n",
    "MIN_COUNT = 2\n",
    "model_path = \"tmp.w2v\"\n",
    "\n",
    "model = gensim.models.Word2Vec(vectors, min_count=MIN_COUNT, window=max_context)\n",
    "model.save(model_path)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `get_related()` function takes any ingredient as input, using the embedding model to find the most similar other ingredients – along with calculating [`levenshtein`](https://github.com/toastdriven/pylev) edit distances (string similarity) among these labels. Then it calculates *percentiles* for both metrics in [`numpy`](https://numpy.org/) and returns the results as a [`pandas`](https://pandas.pydata.org/) DataFrame."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import pylev\n",
    "\n",
    "def get_related (model, query, n=20, granularity=100):\n",
    "    \"\"\"return a DataFrame of the closely related items\"\"\"\n",
    "    try:\n",
    "        bins = np.linspace(0, 1, num=granularity, endpoint=True)\n",
    "\n",
    "        v = sorted(\n",
    "            model.wv.most_similar(positive=[query], topn=n), \n",
    "            key=lambda x: x[1], \n",
    "            reverse=True\n",
    "        )\n",
    "        \n",
    "        df = pd.DataFrame(v, columns=[\"ingredient\", \"similarity\"])\n",
    "        \n",
    "        s = df[\"similarity\"]\n",
    "        quantiles = s.quantile(bins, interpolation=\"nearest\")\n",
    "        df[\"sim_pct\"] = np.digitize(s, quantiles) - 1\n",
    "        \n",
    "        df[\"levenshtein\"] = [ pylev.levenshtein(d, query) / len(query) for d in df[\"ingredient\"] ]\n",
    "        s = df[\"levenshtein\"]\n",
    "        quantiles = s.quantile(bins, interpolation=\"nearest\")\n",
    "        df[\"lev_pct\"] = granularity - np.digitize(s, quantiles)\n",
    "\n",
    "        return df\n",
    "    except KeyError:\n",
    "        return pd.DataFrame(columns=[\"ingredient\", \"similarity\", \"percentile\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's try this with `dried basil` as the ingredient to query, and review the top `50` most similar other ingredients returned as the DataFrame `df`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ingredient</th>\n",
       "      <th>similarity</th>\n",
       "      <th>sim_pct</th>\n",
       "      <th>levenshtein</th>\n",
       "      <th>lev_pct</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>dried basil leaves</td>\n",
       "      <td>0.686203</td>\n",
       "      <td>99</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>dry basil</td>\n",
       "      <td>0.638763</td>\n",
       "      <td>97</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>dried rosemary</td>\n",
       "      <td>0.627676</td>\n",
       "      <td>95</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>dried italian seasoning</td>\n",
       "      <td>0.601675</td>\n",
       "      <td>93</td>\n",
       "      <td>1.272727</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>fresh basil</td>\n",
       "      <td>0.597884</td>\n",
       "      <td>91</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>italian seasoning</td>\n",
       "      <td>0.568717</td>\n",
       "      <td>89</td>\n",
       "      <td>1.090909</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>dried marjoram</td>\n",
       "      <td>0.566626</td>\n",
       "      <td>87</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>dried rosemary leaves</td>\n",
       "      <td>0.565873</td>\n",
       "      <td>85</td>\n",
       "      <td>1.181818</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>italian herb seasoning</td>\n",
       "      <td>0.554286</td>\n",
       "      <td>83</td>\n",
       "      <td>1.454545</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>dried parsley</td>\n",
       "      <td>0.551651</td>\n",
       "      <td>81</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>dried sweet basil leaves</td>\n",
       "      <td>0.536325</td>\n",
       "      <td>79</td>\n",
       "      <td>1.181818</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>basil</td>\n",
       "      <td>0.506697</td>\n",
       "      <td>77</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>dried parsley flakes</td>\n",
       "      <td>0.491033</td>\n",
       "      <td>75</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>dried italian herb seasoning</td>\n",
       "      <td>0.470135</td>\n",
       "      <td>73</td>\n",
       "      <td>1.636364</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>dry oregano</td>\n",
       "      <td>0.468503</td>\n",
       "      <td>71</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>fresh basil leaves</td>\n",
       "      <td>0.467454</td>\n",
       "      <td>69</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>dried thyme leaves</td>\n",
       "      <td>0.462502</td>\n",
       "      <td>67</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>part-skim mozzarella cheese</td>\n",
       "      <td>0.459879</td>\n",
       "      <td>65</td>\n",
       "      <td>2.090909</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>sweet italian sausage</td>\n",
       "      <td>0.455093</td>\n",
       "      <td>63</td>\n",
       "      <td>1.545455</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>italian spices</td>\n",
       "      <td>0.454753</td>\n",
       "      <td>61</td>\n",
       "      <td>1.090909</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>quick-cooking barley</td>\n",
       "      <td>0.454275</td>\n",
       "      <td>59</td>\n",
       "      <td>1.454545</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>lasagna noodles</td>\n",
       "      <td>0.453039</td>\n",
       "      <td>57</td>\n",
       "      <td>1.181818</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>dried whole thyme</td>\n",
       "      <td>0.451908</td>\n",
       "      <td>55</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>italian-style diced tomatoes</td>\n",
       "      <td>0.445755</td>\n",
       "      <td>53</td>\n",
       "      <td>2.090909</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>italian style breadcrumbs</td>\n",
       "      <td>0.443218</td>\n",
       "      <td>51</td>\n",
       "      <td>1.909091</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>whole wheat spaghetti</td>\n",
       "      <td>0.439855</td>\n",
       "      <td>49</td>\n",
       "      <td>1.636364</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>dried thyme</td>\n",
       "      <td>0.439644</td>\n",
       "      <td>47</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>italian sausages</td>\n",
       "      <td>0.438669</td>\n",
       "      <td>45</td>\n",
       "      <td>1.090909</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>italian seasoning mix</td>\n",
       "      <td>0.437540</td>\n",
       "      <td>43</td>\n",
       "      <td>1.454545</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>italian-style tomatoes</td>\n",
       "      <td>0.436734</td>\n",
       "      <td>41</td>\n",
       "      <td>1.727273</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>sweet italian sausage links</td>\n",
       "      <td>0.433589</td>\n",
       "      <td>39</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>dried red pepper flakes</td>\n",
       "      <td>0.433394</td>\n",
       "      <td>37</td>\n",
       "      <td>1.454545</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>italian sausage</td>\n",
       "      <td>0.433083</td>\n",
       "      <td>35</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>herb seasoning mix</td>\n",
       "      <td>0.431304</td>\n",
       "      <td>33</td>\n",
       "      <td>1.363636</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>ditalini</td>\n",
       "      <td>0.430197</td>\n",
       "      <td>31</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>sliced mushrooms</td>\n",
       "      <td>0.429340</td>\n",
       "      <td>29</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>small macaroni pasta</td>\n",
       "      <td>0.428445</td>\n",
       "      <td>27</td>\n",
       "      <td>1.454545</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>hunts tomato paste</td>\n",
       "      <td>0.428205</td>\n",
       "      <td>25</td>\n",
       "      <td>1.363636</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>ziti pasta</td>\n",
       "      <td>0.426230</td>\n",
       "      <td>23</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>fat-free ricotta cheese</td>\n",
       "      <td>0.425293</td>\n",
       "      <td>21</td>\n",
       "      <td>1.818182</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>fresh basil leaf</td>\n",
       "      <td>0.424568</td>\n",
       "      <td>19</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>italian seasoned breadcrumbs</td>\n",
       "      <td>0.421939</td>\n",
       "      <td>17</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>pitted black olives</td>\n",
       "      <td>0.419117</td>\n",
       "      <td>15</td>\n",
       "      <td>1.181818</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>feta cheese</td>\n",
       "      <td>0.418987</td>\n",
       "      <td>13</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>fresh mushrooms</td>\n",
       "      <td>0.418562</td>\n",
       "      <td>11</td>\n",
       "      <td>1.090909</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>parmesan rind</td>\n",
       "      <td>0.417531</td>\n",
       "      <td>9</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>romano cheese</td>\n",
       "      <td>0.415093</td>\n",
       "      <td>7</td>\n",
       "      <td>1.090909</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>cheese ravioli</td>\n",
       "      <td>0.413782</td>\n",
       "      <td>5</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>bulk italian sausage</td>\n",
       "      <td>0.412068</td>\n",
       "      <td>3</td>\n",
       "      <td>1.454545</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>thin spaghetti</td>\n",
       "      <td>0.411359</td>\n",
       "      <td>1</td>\n",
       "      <td>1.090909</td>\n",
       "      <td>46</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      ingredient  similarity  sim_pct  levenshtein  lev_pct\n",
       "0             dried basil leaves    0.686203       99     0.636364       82\n",
       "1                      dry basil    0.638763       97     0.272727       98\n",
       "2                 dried rosemary    0.627676       95     0.636364       82\n",
       "3        dried italian seasoning    0.601675       93     1.272727       36\n",
       "4                    fresh basil    0.597884       91     0.363636       96\n",
       "5              italian seasoning    0.568717       89     1.090909       46\n",
       "6                 dried marjoram    0.566626       87     0.636364       82\n",
       "7          dried rosemary leaves    0.565873       85     1.181818       38\n",
       "8         italian herb seasoning    0.554286       83     1.454545       20\n",
       "9                  dried parsley    0.551651       81     0.454545       92\n",
       "10      dried sweet basil leaves    0.536325       79     1.181818       38\n",
       "11                         basil    0.506697       77     0.545455       90\n",
       "12          dried parsley flakes    0.491033       75     1.000000       58\n",
       "13  dried italian herb seasoning    0.470135       73     1.636364       14\n",
       "14                   dry oregano    0.468503       71     0.818182       74\n",
       "15            fresh basil leaves    0.467454       69     1.000000       58\n",
       "16            dried thyme leaves    0.462502       67     1.000000       58\n",
       "17   part-skim mozzarella cheese    0.459879       65     2.090909        0\n",
       "18         sweet italian sausage    0.455093       63     1.545455       18\n",
       "19                italian spices    0.454753       61     1.090909       46\n",
       "20          quick-cooking barley    0.454275       59     1.454545       20\n",
       "21               lasagna noodles    0.453039       57     1.181818       38\n",
       "22             dried whole thyme    0.451908       55     1.000000       58\n",
       "23  italian-style diced tomatoes    0.445755       53     2.090909        0\n",
       "24     italian style breadcrumbs    0.443218       51     1.909091        8\n",
       "25         whole wheat spaghetti    0.439855       49     1.636364       14\n",
       "26                   dried thyme    0.439644       47     0.454545       92\n",
       "27              italian sausages    0.438669       45     1.090909       46\n",
       "28         italian seasoning mix    0.437540       43     1.454545       20\n",
       "29        italian-style tomatoes    0.436734       41     1.727273       12\n",
       "30   sweet italian sausage links    0.433589       39     2.000000        4\n",
       "31       dried red pepper flakes    0.433394       37     1.454545       20\n",
       "32               italian sausage    0.433083       35     1.000000       58\n",
       "33            herb seasoning mix    0.431304       33     1.363636       32\n",
       "34                      ditalini    0.430197       31     0.727273       80\n",
       "35              sliced mushrooms    0.429340       29     1.000000       58\n",
       "36          small macaroni pasta    0.428445       27     1.454545       20\n",
       "37            hunts tomato paste    0.428205       25     1.363636       32\n",
       "38                    ziti pasta    0.426230       23     0.636364       82\n",
       "39       fat-free ricotta cheese    0.425293       21     1.818182       10\n",
       "40              fresh basil leaf    0.424568       19     0.818182       74\n",
       "41  italian seasoned breadcrumbs    0.421939       17     2.000000        4\n",
       "42           pitted black olives    0.419117       15     1.181818       38\n",
       "43                   feta cheese    0.418987       13     1.000000       58\n",
       "44               fresh mushrooms    0.418562       11     1.090909       46\n",
       "45                 parmesan rind    0.417531        9     0.909091       72\n",
       "46                 romano cheese    0.415093        7     1.090909       46\n",
       "47                cheese ravioli    0.413782        5     0.818182       74\n",
       "48          bulk italian sausage    0.412068        3     1.454545       20\n",
       "49                thin spaghetti    0.411359        1     1.090909       46"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = get_related(model, \"dried basil\", n=50)\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note how some of the most similar items, based on vector embedding, are *synonyms* or special forms of our query `dried basil` ingredient: `dried basil leaves`, `dry basil`, `dried sweet basil leaves`, etc. These tend to rank high in terms of levenshtein distance too."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's plot the similarity measures:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "matplotlib.style.use(\"ggplot\")\n",
    "\n",
    "df[\"similarity\"].plot(alpha=0.75, rot=0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Notice the inflection points at approximately `0.57` and again at `0.47` in that plot.\n",
    "We could use some statistical techniques (e.g., clustering) to segment the similarities into a few groups:\n",
    "\n",
    "  * potential synonyms for the query\n",
    "  * potential [hypernyms and hyponyms](https://en.wikipedia.org/wiki/Hyponymy_and_hypernymy) for the query\n",
    "  * other ingredients that pair well with the query"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this example, below a threshold of the 75th percentile for vector embedding similarity, the related ingredients are less about being synonyms and more about other foods that pair well with basil.\n",
    "\n",
    "Let's define another function `rank_related()` which ranks the related ingredients based on a combination of these two metrics.\n",
    "This uses a cheap approximation of a [*pareto archive*](https://www.cs.bham.ac.uk/~jdk/multi/) for the ranking -- which comes in handing for recommender systems and custom search applications that must combine multiple ranking metrics:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "import math\n",
    "\n",
    "def rms (values):\n",
    "    \"\"\"calculate root mean square\"\"\"\n",
    "    numer = sum([x for x in map(lambda x: float(x)**2.0, values)])\n",
    "    denom = float(len(values))\n",
    "    return math.sqrt(numer / denom)\n",
    "\n",
    "def rank_related (df):\n",
    "    df2 = df.copy(deep=True)\n",
    "    df2[\"related\"] = df2.apply(lambda row: rms([row[2], row[4]]), axis=1)\n",
    "    return df2.sort_values(by=[\"related\"], ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ingredient</th>\n",
       "      <th>similarity</th>\n",
       "      <th>sim_pct</th>\n",
       "      <th>levenshtein</th>\n",
       "      <th>lev_pct</th>\n",
       "      <th>related</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>dry basil</td>\n",
       "      <td>0.638763</td>\n",
       "      <td>97</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>98</td>\n",
       "      <td>97.501282</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>fresh basil</td>\n",
       "      <td>0.597884</td>\n",
       "      <td>91</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>96</td>\n",
       "      <td>93.533416</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>dried basil leaves</td>\n",
       "      <td>0.686203</td>\n",
       "      <td>99</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>82</td>\n",
       "      <td>90.898295</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>dried rosemary</td>\n",
       "      <td>0.627676</td>\n",
       "      <td>95</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>82</td>\n",
       "      <td>88.738380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>dried parsley</td>\n",
       "      <td>0.551651</td>\n",
       "      <td>81</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>92</td>\n",
       "      <td>86.674679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>dried marjoram</td>\n",
       "      <td>0.566626</td>\n",
       "      <td>87</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>82</td>\n",
       "      <td>84.536974</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>basil</td>\n",
       "      <td>0.506697</td>\n",
       "      <td>77</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>90</td>\n",
       "      <td>83.752612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>dried thyme</td>\n",
       "      <td>0.439644</td>\n",
       "      <td>47</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>92</td>\n",
       "      <td>73.051352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>dry oregano</td>\n",
       "      <td>0.468503</td>\n",
       "      <td>71</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>74</td>\n",
       "      <td>72.515516</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>italian seasoning</td>\n",
       "      <td>0.568717</td>\n",
       "      <td>89</td>\n",
       "      <td>1.090909</td>\n",
       "      <td>46</td>\n",
       "      <td>70.841372</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>dried italian seasoning</td>\n",
       "      <td>0.601675</td>\n",
       "      <td>93</td>\n",
       "      <td>1.272727</td>\n",
       "      <td>36</td>\n",
       "      <td>70.515956</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>dried parsley flakes</td>\n",
       "      <td>0.491033</td>\n",
       "      <td>75</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "      <td>67.041032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>dried rosemary leaves</td>\n",
       "      <td>0.565873</td>\n",
       "      <td>85</td>\n",
       "      <td>1.181818</td>\n",
       "      <td>38</td>\n",
       "      <td>65.836920</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>fresh basil leaves</td>\n",
       "      <td>0.467454</td>\n",
       "      <td>69</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "      <td>63.737744</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>dried thyme leaves</td>\n",
       "      <td>0.462502</td>\n",
       "      <td>67</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "      <td>62.661791</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>dried sweet basil leaves</td>\n",
       "      <td>0.536325</td>\n",
       "      <td>79</td>\n",
       "      <td>1.181818</td>\n",
       "      <td>38</td>\n",
       "      <td>61.987902</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>ditalini</td>\n",
       "      <td>0.430197</td>\n",
       "      <td>31</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>80</td>\n",
       "      <td>60.667125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>italian herb seasoning</td>\n",
       "      <td>0.554286</td>\n",
       "      <td>83</td>\n",
       "      <td>1.454545</td>\n",
       "      <td>20</td>\n",
       "      <td>60.369694</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>ziti pasta</td>\n",
       "      <td>0.426230</td>\n",
       "      <td>23</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>82</td>\n",
       "      <td>60.220428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>dried whole thyme</td>\n",
       "      <td>0.451908</td>\n",
       "      <td>55</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "      <td>56.519908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>italian spices</td>\n",
       "      <td>0.454753</td>\n",
       "      <td>61</td>\n",
       "      <td>1.090909</td>\n",
       "      <td>46</td>\n",
       "      <td>54.023143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>fresh basil leaf</td>\n",
       "      <td>0.424568</td>\n",
       "      <td>19</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>74</td>\n",
       "      <td>54.023143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>dried italian herb seasoning</td>\n",
       "      <td>0.470135</td>\n",
       "      <td>73</td>\n",
       "      <td>1.636364</td>\n",
       "      <td>14</td>\n",
       "      <td>52.559490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>cheese ravioli</td>\n",
       "      <td>0.413782</td>\n",
       "      <td>5</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>74</td>\n",
       "      <td>52.445210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>parmesan rind</td>\n",
       "      <td>0.417531</td>\n",
       "      <td>9</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>72</td>\n",
       "      <td>51.307894</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>lasagna noodles</td>\n",
       "      <td>0.453039</td>\n",
       "      <td>57</td>\n",
       "      <td>1.181818</td>\n",
       "      <td>38</td>\n",
       "      <td>48.440685</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>italian sausage</td>\n",
       "      <td>0.433083</td>\n",
       "      <td>35</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "      <td>47.900939</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>sweet italian sausage</td>\n",
       "      <td>0.455093</td>\n",
       "      <td>63</td>\n",
       "      <td>1.545455</td>\n",
       "      <td>18</td>\n",
       "      <td>46.330336</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>part-skim mozzarella cheese</td>\n",
       "      <td>0.459879</td>\n",
       "      <td>65</td>\n",
       "      <td>2.090909</td>\n",
       "      <td>0</td>\n",
       "      <td>45.961941</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>sliced mushrooms</td>\n",
       "      <td>0.429340</td>\n",
       "      <td>29</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "      <td>45.853026</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>italian sausages</td>\n",
       "      <td>0.438669</td>\n",
       "      <td>45</td>\n",
       "      <td>1.090909</td>\n",
       "      <td>46</td>\n",
       "      <td>45.502747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>quick-cooking barley</td>\n",
       "      <td>0.454275</td>\n",
       "      <td>59</td>\n",
       "      <td>1.454545</td>\n",
       "      <td>20</td>\n",
       "      <td>44.051107</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>feta cheese</td>\n",
       "      <td>0.418987</td>\n",
       "      <td>13</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>58</td>\n",
       "      <td>42.029751</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>italian-style diced tomatoes</td>\n",
       "      <td>0.445755</td>\n",
       "      <td>53</td>\n",
       "      <td>2.090909</td>\n",
       "      <td>0</td>\n",
       "      <td>37.476659</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>italian style breadcrumbs</td>\n",
       "      <td>0.443218</td>\n",
       "      <td>51</td>\n",
       "      <td>1.909091</td>\n",
       "      <td>8</td>\n",
       "      <td>36.503424</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>whole wheat spaghetti</td>\n",
       "      <td>0.439855</td>\n",
       "      <td>49</td>\n",
       "      <td>1.636364</td>\n",
       "      <td>14</td>\n",
       "      <td>36.034705</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>italian seasoning mix</td>\n",
       "      <td>0.437540</td>\n",
       "      <td>43</td>\n",
       "      <td>1.454545</td>\n",
       "      <td>20</td>\n",
       "      <td>33.533565</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>fresh mushrooms</td>\n",
       "      <td>0.418562</td>\n",
       "      <td>11</td>\n",
       "      <td>1.090909</td>\n",
       "      <td>46</td>\n",
       "      <td>33.443983</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>romano cheese</td>\n",
       "      <td>0.415093</td>\n",
       "      <td>7</td>\n",
       "      <td>1.090909</td>\n",
       "      <td>46</td>\n",
       "      <td>32.901368</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>thin spaghetti</td>\n",
       "      <td>0.411359</td>\n",
       "      <td>1</td>\n",
       "      <td>1.090909</td>\n",
       "      <td>46</td>\n",
       "      <td>32.534597</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>herb seasoning mix</td>\n",
       "      <td>0.431304</td>\n",
       "      <td>33</td>\n",
       "      <td>1.363636</td>\n",
       "      <td>32</td>\n",
       "      <td>32.503846</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>italian-style tomatoes</td>\n",
       "      <td>0.436734</td>\n",
       "      <td>41</td>\n",
       "      <td>1.727273</td>\n",
       "      <td>12</td>\n",
       "      <td>30.207615</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>dried red pepper flakes</td>\n",
       "      <td>0.433394</td>\n",
       "      <td>37</td>\n",
       "      <td>1.454545</td>\n",
       "      <td>20</td>\n",
       "      <td>29.740545</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>pitted black olives</td>\n",
       "      <td>0.419117</td>\n",
       "      <td>15</td>\n",
       "      <td>1.181818</td>\n",
       "      <td>38</td>\n",
       "      <td>28.887714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>hunts tomato paste</td>\n",
       "      <td>0.428205</td>\n",
       "      <td>25</td>\n",
       "      <td>1.363636</td>\n",
       "      <td>32</td>\n",
       "      <td>28.714108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>sweet italian sausage links</td>\n",
       "      <td>0.433589</td>\n",
       "      <td>39</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>4</td>\n",
       "      <td>27.721833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>small macaroni pasta</td>\n",
       "      <td>0.428445</td>\n",
       "      <td>27</td>\n",
       "      <td>1.454545</td>\n",
       "      <td>20</td>\n",
       "      <td>23.759209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>fat-free ricotta cheese</td>\n",
       "      <td>0.425293</td>\n",
       "      <td>21</td>\n",
       "      <td>1.818182</td>\n",
       "      <td>10</td>\n",
       "      <td>16.446884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>bulk italian sausage</td>\n",
       "      <td>0.412068</td>\n",
       "      <td>3</td>\n",
       "      <td>1.454545</td>\n",
       "      <td>20</td>\n",
       "      <td>14.300350</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>italian seasoned breadcrumbs</td>\n",
       "      <td>0.421939</td>\n",
       "      <td>17</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>4</td>\n",
       "      <td>12.349089</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      ingredient  similarity  sim_pct  levenshtein  lev_pct  \\\n",
       "1                      dry basil    0.638763       97     0.272727       98   \n",
       "4                    fresh basil    0.597884       91     0.363636       96   \n",
       "0             dried basil leaves    0.686203       99     0.636364       82   \n",
       "2                 dried rosemary    0.627676       95     0.636364       82   \n",
       "9                  dried parsley    0.551651       81     0.454545       92   \n",
       "6                 dried marjoram    0.566626       87     0.636364       82   \n",
       "11                         basil    0.506697       77     0.545455       90   \n",
       "26                   dried thyme    0.439644       47     0.454545       92   \n",
       "14                   dry oregano    0.468503       71     0.818182       74   \n",
       "5              italian seasoning    0.568717       89     1.090909       46   \n",
       "3        dried italian seasoning    0.601675       93     1.272727       36   \n",
       "12          dried parsley flakes    0.491033       75     1.000000       58   \n",
       "7          dried rosemary leaves    0.565873       85     1.181818       38   \n",
       "15            fresh basil leaves    0.467454       69     1.000000       58   \n",
       "16            dried thyme leaves    0.462502       67     1.000000       58   \n",
       "10      dried sweet basil leaves    0.536325       79     1.181818       38   \n",
       "34                      ditalini    0.430197       31     0.727273       80   \n",
       "8         italian herb seasoning    0.554286       83     1.454545       20   \n",
       "38                    ziti pasta    0.426230       23     0.636364       82   \n",
       "22             dried whole thyme    0.451908       55     1.000000       58   \n",
       "19                italian spices    0.454753       61     1.090909       46   \n",
       "40              fresh basil leaf    0.424568       19     0.818182       74   \n",
       "13  dried italian herb seasoning    0.470135       73     1.636364       14   \n",
       "47                cheese ravioli    0.413782        5     0.818182       74   \n",
       "45                 parmesan rind    0.417531        9     0.909091       72   \n",
       "21               lasagna noodles    0.453039       57     1.181818       38   \n",
       "32               italian sausage    0.433083       35     1.000000       58   \n",
       "18         sweet italian sausage    0.455093       63     1.545455       18   \n",
       "17   part-skim mozzarella cheese    0.459879       65     2.090909        0   \n",
       "35              sliced mushrooms    0.429340       29     1.000000       58   \n",
       "27              italian sausages    0.438669       45     1.090909       46   \n",
       "20          quick-cooking barley    0.454275       59     1.454545       20   \n",
       "43                   feta cheese    0.418987       13     1.000000       58   \n",
       "23  italian-style diced tomatoes    0.445755       53     2.090909        0   \n",
       "24     italian style breadcrumbs    0.443218       51     1.909091        8   \n",
       "25         whole wheat spaghetti    0.439855       49     1.636364       14   \n",
       "28         italian seasoning mix    0.437540       43     1.454545       20   \n",
       "44               fresh mushrooms    0.418562       11     1.090909       46   \n",
       "46                 romano cheese    0.415093        7     1.090909       46   \n",
       "49                thin spaghetti    0.411359        1     1.090909       46   \n",
       "33            herb seasoning mix    0.431304       33     1.363636       32   \n",
       "29        italian-style tomatoes    0.436734       41     1.727273       12   \n",
       "31       dried red pepper flakes    0.433394       37     1.454545       20   \n",
       "42           pitted black olives    0.419117       15     1.181818       38   \n",
       "37            hunts tomato paste    0.428205       25     1.363636       32   \n",
       "30   sweet italian sausage links    0.433589       39     2.000000        4   \n",
       "36          small macaroni pasta    0.428445       27     1.454545       20   \n",
       "39       fat-free ricotta cheese    0.425293       21     1.818182       10   \n",
       "48          bulk italian sausage    0.412068        3     1.454545       20   \n",
       "41  italian seasoned breadcrumbs    0.421939       17     2.000000        4   \n",
       "\n",
       "      related  \n",
       "1   97.501282  \n",
       "4   93.533416  \n",
       "0   90.898295  \n",
       "2   88.738380  \n",
       "9   86.674679  \n",
       "6   84.536974  \n",
       "11  83.752612  \n",
       "26  73.051352  \n",
       "14  72.515516  \n",
       "5   70.841372  \n",
       "3   70.515956  \n",
       "12  67.041032  \n",
       "7   65.836920  \n",
       "15  63.737744  \n",
       "16  62.661791  \n",
       "10  61.987902  \n",
       "34  60.667125  \n",
       "8   60.369694  \n",
       "38  60.220428  \n",
       "22  56.519908  \n",
       "19  54.023143  \n",
       "40  54.023143  \n",
       "13  52.559490  \n",
       "47  52.445210  \n",
       "45  51.307894  \n",
       "21  48.440685  \n",
       "32  47.900939  \n",
       "18  46.330336  \n",
       "17  45.961941  \n",
       "35  45.853026  \n",
       "27  45.502747  \n",
       "20  44.051107  \n",
       "43  42.029751  \n",
       "23  37.476659  \n",
       "24  36.503424  \n",
       "25  36.034705  \n",
       "28  33.533565  \n",
       "44  33.443983  \n",
       "46  32.901368  \n",
       "49  32.534597  \n",
       "33  32.503846  \n",
       "29  30.207615  \n",
       "31  29.740545  \n",
       "42  28.887714  \n",
       "37  28.714108  \n",
       "30  27.721833  \n",
       "36  23.759209  \n",
       "39  16.446884  \n",
       "48  14.300350  \n",
       "41  12.349089  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rank_related(df)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Notice how the \"synonym\" cases tend to move up to the top now?\n",
    "Meanwhile while the \"pairs well with\" are in the lower half of the ranked list: `fresh mushrooms`, `italian turkey sausage`, `cooked spaghetti`, `white kidney beans`, etc."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "## Exercises"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Exercise 1:**\n",
    "\n",
    "Build a report for a *human-in-the-loop* reviewer, using the `rank_related()` function while iterating over `vocab` to make algorithmic suggestions for possible synonyms."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Exercise 2:**\n",
    "\n",
    "How would you make algorithmic suggestions for a reviewer about which ingredients could be related to a query, e.g., using the `skos:broader` and `skos:narrower` relations in the [`skos`](https://www.w3.org/2004/02/skos/) vocabulary to represent *hypernyms* and *hyponyms* respectively?\n",
    "This could extend the KG to provide a kind of thesaurus about recipe ingredients."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}