How to map aspects to reviews in sentiment analysis?

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I am doing sentiment analysis on the aspects of food reviews in python . If the review is Eg : "Biryani was good and the atmosphere was bad" , it should be tagged as {[food,1],[ambience,-1]} (i.e) Food should be mapped to briyani and ambience to atmosphere .

Could you please help me to solve this ?? Is there any pre defined dictionaries in python to handle these food reviews to map them ??

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Daniel B. On

I am not aware of any specific food-review sentiment analysis tools/libraries for Python. But this website lists and reviews a few popular, general-purpose sentiment analysis libraries for Python.