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Restaurant Price Tier ($) Predictor using LDA, Topic modeling and Featuring, classification using Python.

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README.md

README.md

 
 

Yelp Unique features.xlsx

Yelp Unique features.xlsx

 
 

Yelp+Price+Predictor.pdf

Yelp+Price+Predictor.pdf

 
 

Yelp+Price+Predictor.py

Yelp+Price+Predictor.py

 
 

review_data.csv

review_data.csv

 
 

reviews.csv

reviews.csv

 
 

scraped_yelp_results.csv

scraped_yelp_results.csv

 
 

test.csv

test.csv

 
 

top_terms_per_topic.txt

top_terms_per_topic.txt

 
 

top_terms_per_topic_bad.txt

top_terms_per_topic_bad.txt

 
 

top_terms_per_topic_good.txt

top_terms_per_topic_good.txt

 
 

topic_mixture_per_doc.txt

topic_mixture_per_doc.txt

 
 

topic_mixture_per_doc_bad.txt

topic_mixture_per_doc_bad.txt

 
 

topic_mixture_per_doc_good.txt

topic_mixture_per_doc_good.txt

 
 

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Yelp-Price-Tier-Predictor

Restaurant Price Tier ($) Predictor using LDA, Topic modeling and Featuring, classification using Python.

Applying Machine Learning concepts -> LDA, Logistic Regression, Feature Engineering, Data Wrangling.

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Restaurant Price Tier ($) Predictor using LDA, Topic modeling and Featuring, classification using Python.

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data-science machine-learning data-analytics feature-engineering lda topic-extraction data-scraping

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