USC DSCI 553 - Foundations & Applications of Data Mining - Spring 2024 - Prof. Wei-Min Shen
-
Updated
Jun 8, 2024 - Python
USC DSCI 553 - Foundations & Applications of Data Mining - Spring 2024 - Prof. Wei-Min Shen
NYC Restaurant Yelp Analysis
reviews on google, yelp, trustpilot, yell, tripadvisor, sitejabber, facebook, glassdoor, nextdoor, carguru, networx, bbb, yellowpages, scamadviser, angi, homeadvisor, appmarket, playstore, shopify, houzz, amazon, influenster, vitals. g2. capterra, thumbtack, wirecutter, choice, testfreaks, which, trustradius, manta, hundredx, superpages and etc all
Sentiment analysis with YELP Reviews and Transformers.
Where to eat in Las Vegas: Topic Models, Networks, & Yelp Reviews
writing style transfer using cycle gan
Codes for the experiments in our EMNLP 2021 paper "Open Aspect Target Sentiment Classification with Natural Language Prompts"
Code for GenAug: Data Augmentation for Finetuning Text Generators.
Fine Tuning of the BERT-en-uncased-v4 model on yelp polarity reviews dataset.
Sentiment classification using Yelp reviews
Sentiment analysis using BERT Neural Network, Python, and BeautifulSoup for scrapping Yelp reviews!
Yelp review classification using CNN model with horovod on HPC cluster
Project for the Big Data Course as part of 5th semester.
Classifying Yelp Reviews using JohnSnowLab
🍕Recommend new restaurants to Yelp users, using ratings predicted from reviews.
Topic modeling and sentiment analysis on Yelp's reviews using NLTK, sklearn, gesim, LdaMallet, and vaderSentiment libraries.
Named-Entity Recognition and Sentiment Intensity Analysis on Yelp reviews to rate a restaurant's dishes and features
For this project, I used web scraping to create a dataset of over 500 Yelp reviews for Vault Brewing Co: A popular brewpub in Bucks County, PA. With that dataset, I analyzed their number of reviews over time and established a relationship between how many reviews Vault gets per month and their average Yelp rating for that given month.
Big Data coursework using Hadoop/Spark, and concepts of mapreduce, graph theory, text mining, machine learning, etc.
DL, ML, and Rule based approaches for Sentiment analysis
Add a description, image, and links to the yelp-reviews topic page so that developers can more easily learn about it.
To associate your repository with the yelp-reviews topic, visit your repo's landing page and select "manage topics."