notebook.community

Edit and run 





In [3]:



    


from yummly import Client
import json
import requests
import pandas as pd
import numpy as np 
import re



    











In [4]:



    


# API call for the first 500 BB recipes labeled as such only!
header= {'X-Yummly-App-ID':'79663a75', 'X-Yummly-App-Key':'02b233108f476f3110e0f65437c4d6dd'}
url='http://api.yummly.com/v1/api/recipes?'
parameters={
            'allowedCourse[]':'course^course-Breakfast and Brunch',
            'excludedCourse[]': ['course^course-Main Dishes','course^course-Appetizers', 'course^course-Salads', 'course^course-Lunch',
                                'course^course-Side Dishes','course^course-Desserts','course^course-Breads',
                                 'course^course-Soups', 'course^course-Beverages', 'course^course-Condiments and Sauces',
                                'course^course-Cocktails', 'course^course-Snacks'],
            'maxResult': 500,
            'start': 0
            }

response=requests.get(url, headers = header, params = parameters)



    











In [5]:



    


response.status_code



    


















    
Out[5]:








200

















In [6]:



    


BB=response.json()
print type(BB)
print BB.keys()



    


















    






<type 'dict'>
[u'matches', u'totalMatchCount', u'attribution', u'facetCounts', u'criteria']

















In [7]:



    


#only interrested in the information under matches. 
print len(BB['matches'])
print type(BB['matches'])
print BB['matches'][0].keys()



    


















    






500
<type 'list'>
[u'flavors', u'rating', u'totalTimeInSeconds', u'ingredients', u'smallImageUrls', u'sourceDisplayName', u'recipeName', u'attributes', u'id', u'imageUrlsBySize']

















In [8]:



    


#checkout one recipe
BB_matches=BB['matches']
BB_matches[499]



    


















    
Out[8]:








{u'attributes': {u'course': [u'Breakfast and Brunch']},
 u'flavors': None,
 u'id': u'Fruity-Whole-Grain-Breakfast-Porridge-1706525',
 u'imageUrlsBySize': {u'90': u'https://lh3.googleusercontent.com/9Q1NIoD17DeVOrX3Qz43ol_Xt9gA20-8rH1zrQ26Jgu-U2fnK-Yt7Nz2W4dFEUxEk9rPLTMzd7S9XCn5LYnVNw=s90-c'},
 u'ingredients': [u'steel-cut oats',
  u'wild rice',
  u'pearl barley',
  u'cinnamon sticks',
  u'orange peel',
  u'raw honey',
  u'sea salt',
  u'dried apricot',
  u'unsweetened dried cranberries',
  u'water',
  u'walnuts',
  u'unsweetened almond milk'],
 u'rating': 3,
 u'recipeName': u'Fruity Whole Grain Breakfast Porridge',
 u'smallImageUrls': [u'https://lh3.googleusercontent.com/xZal0i18gjnfFvpZ8AvH6BtjGLt-r1zFCXOx8Ojtw1v-lhF3FG_N1C_irBnHK7-cSp67m8Ir7QkVumZZaNR9pQ=s90'],
 u'sourceDisplayName': u'Beachbody',
 u'totalTimeInSeconds': 33300}

















In [9]:



    


#forming lists to create dataframes of the features we want. 
main_list = []
ingredients_list = []
attributes_list = []


for food in BB_matches:

    _d1 = {}
    _d1['id'] = food['id']
    _d1['rating'] = food['rating']
    _d1['recipeName'] = food['recipeName']
    _d1['sourceDisplayName'] = food['sourceDisplayName']
    main_list.append(_d1)
    
    _d2 = {}
    _d2['id'] = food['id']
    _d2['course'] = 'Breakfast and Brunch' 
    _d2['ingredient_list'] =  food['ingredients']
    for i in food['ingredients']:
        i = i.lower() # additional code to convert to lowercase
        i = re.sub(r'\d+%\s', '', i) # additional code to remove 1%, 2%, etc
        i = re.sub(r'\xae', '', i) # remove '\xae' characters
        i = re.sub(r'shredded\s', '', i)
        i = re.sub(r'chopped\s', '', i)
        i = re.sub(r'diced\s', '', i)
        i = re.sub(r'crumbled\s', '', i)
        i = re.sub(r'fresh\s', '', i)
        i = re.sub(r'grated\s', '', i)
        i = re.sub(r'fat free\s', '', i)
        i = re.sub(r'boneless\s', '', i)
        i = re.sub(r'boneless skinless\s', '', i)
        i = re.sub(r'minced\s', '', i)
        i = re.sub(r'sliced\s', '', i)
        i = re.sub(r'(?!ground beef)ground ', '', i)
        i = re.sub(r'^dried\s', '', i)
        i = re.sub(r'^cooked\s', '', i)
        
        _d2[i] = 1
    ingredients_list.append(_d2)

    _d3 = {}
    _d3['id'] = food['id']
    for k, v in food['attributes'].items():
        for i in v:
            _d3[i] = 1
    attributes_list.append(_d3)

flavors_dict = {}

for food in BB_matches:
    flavors_dict[food.get('id')] = food.get('flavors')



    











In [11]:



    


# read in csv for cuisine and create list of possible values 
cuisine_df = pd.read_csv('cuisine_headers.csv', names=['cuisine'])
cuisine_list= cuisine_df.cuisine



    











In [12]:



    


#create dictionary of cuisine and course for each recipe

cuisine_dict={}
for food in BB_matches:
    cuisine_dict[food.get('id')]= food['attributes'].get('cuisine')
            
_cuisines= {}       

for k, v in cuisine_dict.iteritems():
    cuisine_val = {}
    for course in cuisine_list:
        try:
            if course in v :
                cuisine_val[course] = 1
            else:
                cuisine_val[course] = 0
        except TypeError:
            cuisine_val[course] = 0
    
        _cuisines[k] = cuisine_val



    











In [13]:



    


#get list of recipe ids
recipe_ids=[]
for recipe in BB_matches:
    recipe_ids.append(recipe['id'])



    











In [14]:



    


# second api call to get other features for each recipe
key_id= '_app_id=79663a75&_app_key=02b233108f476f3110e0f65437c4d6dd'
url='http://api.yummly.com/v1/api/recipe/'



    











In [15]:



    


# retrieve other features for all recipes

def get_recipe(_id):
    response = requests.get(url + _id + '?' + key_id)
    return response.json()

recipes=[]
for _id in recipe_ids :
    recipes.append(get_recipe(_id))



    











In [16]:



    


response.status_code



    


















    
Out[16]:








200

















In [17]:



    


print len(recipes)
print recipes[1].keys()



    


















    






500
[u'totalTime', u'ingredientLines', u'attribution', u'name', u'prepTimeInSeconds', u'rating', u'cookTimeInSeconds', u'numberOfServings', u'yield', u'nutritionEstimates', u'source', u'flavors', u'images', u'attributes', u'cookTime', u'id', u'prepTime', u'totalTimeInSeconds']

















In [18]:



    


#for each recipe create a new dictionary of selected attributes and append into a list

recipe_details=[]
for recipe in recipes:
    _dict={}
    #import pdb; pdb.set_trace()
    _dict['id']=recipe['id']
    _dict['ingredientCount'] = len(recipe['ingredientLines'])
    _dict['numberOfServings'] = recipe['numberOfServings']
    _dict['prepTimeInSeconds'] = recipe.get('prepTimeInSeconds')
    _dict['cookTimeInSeconds'] = recipe.get('cookTimeInSeconds')
    _dict['totalTimeInSeconds'] = recipe.get('totalTimeInSeconds')
    
    recipe_details.append(_dict)



    











In [10]:



    


# #create dataframes, arrange column index and save into csv
# df_main = pd.DataFrame(main_list)
# df_main.to_csv('BB_main.csv', encoding ='utf-8')

df_ingredients = pd.DataFrame(ingredients_list)
df_ingredients = df_ingredients.fillna(0)
cols = list(df_ingredients)
cols.insert(0, cols.pop(cols.index('id')))
cols.insert(1, cols.pop(cols.index('course')))
df_ingredients = df_ingredients.ix[:,cols]
df_ingredients.to_csv('BB_ingredients.csv', encoding ='utf-8')

# df_attributes = pd.DataFrame(attributes_list)
# df_attributes = df_attributes.fillna(0)
# cols = list(df_attributes)
# cols.insert(0, cols.pop(cols.index('id')))
# df_attributes = df_attributes.ix[:,cols]
# df_attributes.to_csv('BB_attributes.csv')

# df_flavors = pd.DataFrame(flavors_dict).transpose()
# df_flavors.reset_index(level=0, inplace=True)
# df_flavors.to_csv('BB_flavors.csv')

# df_cuisines = pd.DataFrame(_cuisines).transpose()
# df_cuisines.reset_index(level=0, inplace=True)
# df_cuisines.to_csv('BB_cuisines.csv')

# df_details=pd.DataFrame(recipe_details)
# cols = list(df_details)
# cols.insert(0, cols.pop(cols.index('id')))
# df_details=df_details.ix[:,cols]
# df_details.to_csv('BB_details.csv')



    











In [235]:



    


ingredients = df_ingredients.sum(axis=0).sort_values(ascending=False)



    











In [243]:



    


top_ingredients = ingredients[:40]



    











In [244]:



    


type(top_ingredients)



    


















    
Out[244]:








pandas.core.series.Series

















In [245]:



    


top_ingredients.to_csv('top_ing.csv')



    











In [42]:



    


df_ingredients



    


















    
Out[42]:










  
    

      
      id
      course
      active dry yeast
      agave nectar
      all-purpose flour
      almond butter
      almond extract
      almond flour
      almond meal
      almond milk
      ...
      whole wheat pastry flour
      whole wheat sandwich bread
      whole wheat tortillas
      whole wheat white flour
      wild rice
      yellow cornmeal
      yellow onion
      yellow squash
      yoghurt
      zucchini
    

  
  
    

      0
      Healthy-Chocolate-Porridge-1711204
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      1
      Healthy-French-Toast-w_-Peach-Chia-Seed-Compot...
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      2
      Tater-Tot-Breakfast-Casserole-1711041
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      3
      Norwegian-Pancakes-1707570
      Breakfast and Brunch
      0.0
      0.0
      1.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      4
      The-28-Day-Shrink-Your-Stomach-Challenge-Break...
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      1.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      5
      Baked-Egg-In-Avocado-1686638
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      6
      Fruitful-Morning-Muesli-760983
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      7
      Baked-Oatmeal-760976
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      8
      Grandma-Rocks-Secret-Pancake-1690204
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      9
      Apples-_-Cinnamon-Oatmeal-with-Cranberries-and...
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      10
      Microwave-Cinnamon-Maple-Breakfast-Quinoa-1705828
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      11
      Pancakes-From-Scratch-1698304
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      12
      Cinnamon-and-Spice-Oatmeal-with-Ricotta-and-Pe...
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      13
      French-Toast-1684952
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      14
      Fluffy-Pancakes-for-Breakfast-1633815
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      15
      Crepes-1622679
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      16
      Pumpkin-Cheesecake-Oatmeal-760990
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      17
      Strawberries-_-Cream-Oatmeal-Chilled-Oats-760987
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      1.0
      0.0
    

    

      18
      Vanilla-Peach-Overnight-Oats-1706871
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      19
      Brown-Sugar-Maple-Bacon-1702683
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      20
      Banana-Pancakes-1703428
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      21
      The-Best-French-Toast-1637883
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      22
      Loaded-Vanilla-Overnight-Oats-1703113
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      23
      Cinnamon-Roll-Breakfast-Bake-1705835
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      24
      Country-Gravy-Breakfast-Casserole-1697626
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      25
      Creamy-Maple-Cranberry-Oatmeal-760979
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      26
      Fluffy-Buttermilk-Pancakes-1691305
      Breakfast and Brunch
      0.0
      0.0
      1.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      27
      Vanilla-Maple-Almond-Butter-Overnight-Oats-170...
      Breakfast and Brunch
      0.0
      0.0
      0.0
      1.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      28
      Bacon_-Egg-and-Cheese-Brunch-Ring-768362
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      29
      PB_J-and-Apple-Oatmeal-760997
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
      ...
    

    

      470
      White-Sausage-Gravy-and-Buttermilk-Biscuits-16...
      Breakfast and Brunch
      0.0
      0.0
      1.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      471
      Slow-Cooker-Banana-Pecan-French-Toast-1700973
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      1.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      472
      Chatelaine-1686479
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      473
      Dutch-Baby-With-Blackberry-Sauce-1690936
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      474
      How-to-make-perfect-pancakes-306652
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      475
      Flax-Jacks-Pancakes-_paleo_-starch-free_-keto_...
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      476
      30-Minutes-To-Homemade-SURE_JELL-Plum-Freezer-...
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      477
      Strawberry-Overnight-Oats-_2-Ways_-1571208
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      478
      Whole-Wheat-Banana-Oatmeal-Greek-Yogurt-Waffle...
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      1.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      479
      PB_J-PANCAKES-1690374
      Breakfast and Brunch
      0.0
      0.0
      1.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      480
      Breakfast-Burritos-with-Chickpea-Crepes-1711017
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      481
      Candied-Ginger_-Coconut-and-Quinoa-Granola-171...
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      482
      Overnight-Oatmeal-Jars-1514660
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      483
      Chocolate-Chip-and-Pecan-Granola-1273180
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      484
      Soft-and-fluffy-basic-pancakes-_Egg-less_-1550705
      Breakfast and Brunch
      0.0
      0.0
      1.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      485
      Sunny-Side-Up-Eggs-1640872
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      486
      PALEO-BLUEBERRY-BANANA-PANCAKE-1534556
      Breakfast and Brunch
      0.0
      0.0
      0.0
      1.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      487
      Deep-Dish-Blueberry-Pancake-1089035
      Breakfast and Brunch
      0.0
      0.0
      1.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      488
      Matcha-Mochi-Waffles-_vegan_-1638763
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      489
      Rhubarb-Pistachio-Baked-Oatmeal-1701058
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      490
      Create-Your-Own-Overnight-Oatmeal-1007752
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      491
      Simple-Cheese-Omelet-1186972
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      492
      Overnight-Oatmeal-1514920
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      493
      Blueberry-Lemon-Ricotta-Pancakes-1611163
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      494
      Gma_s-Featherlight-Pancakes-1016140
      Breakfast and Brunch
      0.0
      0.0
      1.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      495
      2-Ingredient-Sweet-Potato-Pancakes-1221168
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      496
      Kale-Goat-Cheese-_-Sun-Dried-Tomato-Egg-Bake-1...
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      497
      Baked-Vanilla-Oatmeal-with-Nutmeg-1631434
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      498
      Chocolate-Peanut-Butter-Waffles-1708961
      Breakfast and Brunch
      0.0
      0.0
      1.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

    

      499
      Baked-French-Toast-Casserole-1636754
      Breakfast and Brunch
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      ...
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
      0.0
    

  



500 rows × 779 columns



















In [ ]:

Content source: babebe/Yummly

Similar notebooks:

notebook.community | gallery | about