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Beer and Data Science – Looking at topic modeling in multi-aspect reviews

TASTE WORDS
['balanced', 'favorite', 'delicious', 'tasty', 'exceptional', 'perfectly', 'night', 'highly', 'sour', 'complex', 'truly', 'outstanding', 'job', 'heavy', 'flavorful', 'food', 'combination', 'wonderfully', 'beer!', 'balanced,', 'surprise', 'superb', 'satisfying', "ipa's", 'scotch', 'anyone', 'content', 'raisin', 'evening', 'goodness', 'complex,', 'subtle', 'growler', 'sierra', 'blended', 'area', 'excellent,', 'man', 'good!', 'sometimes', 'chocolatey', 'nevada', 'class', 'nutty,', 'future', 'smokiness', 'meal', 'everyone', 'flavorful,', 'delicious!']
SMELL WORDS
['aroma', 'smell', 'nose', 'fresh', 'fruit', 'pumpkin', 'wonderful', 'amazing', 'vanilla', 'unique', 'pine', 'aroma,', 'awesome', 'scent', 'part', 'grapefruit', 'smell,', 'tart', 'fantastic', 'banana', 'bourbon', 'apple', 'citrusy', 'oak', 'absolutely', 'pie', 'coffee,', 'blend', 'raspberry', 'cinnamon', 'incredible', 'vanilla,', 'citrus,', 'intense', 'tropical', 'smoke', 'overpowering', 'blueberry', 'powerful', 'apricot', 'initial', 'orange,', 'ginger', 'fruit,', 'funk', 'pineapple', 'grapefruit,', 'soon', 'barrel', 'simply']
LOOK WORDS
['head', 'light', 'good', 'beer', 'not', 'nice', 'more', 'sweet', 'very', 'color', 'malt', 'bit', 'pretty', 'glass', 'retention', 'taste', 'better', 'carbonation', 'white', 'too', 'just', 'flavor', 'great', 'much', 'beautiful', 'amber', 'body', 'mild', 'clear', 'brown', 'golden', 'bottle', 'strong', 'appearance', 'hop', 'lace', 'kind', 'medium', 'really', 'so', 'nothing', 'first', 'caramel', 'well', 'tan', 'dark', 'creamy', 'alcohol', 'top', 'bitterness']
FEEL WORDS
['mouthfeel', 'smooth', 'crisp', 'refreshing', 'smooth,', 'perfect', 'silky', 'mouthfeel,', 'mouth', 'm', 'texture', 'm-', 'creamy,', 'velvety', 'summer', 'tongue', 'incredibly', 'crisp,', 'full,', 'smoothness', 'creaminess', 'quenching', 'wheat,', 'chewy', 'crispness', 'refreshing,', 'thirst', 'palate,', "beer's", 'budweiser', 'mouthfeel/drinkability-', 'mouthfeel-', 'mouth,', 'miller', 'ideal', 'perfect,', 'luxurious', 'day,', 'exceptionally', 'feature', 'german', 'slick', 'silky,', 'viscous', 'water,', 'pinch', 'wheaty', 'corona', 'mouthfeel;', 'sensation']


 

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