Implementation of linear CorEx and temporal CorEx.
NLP Projects
🌐 Минималистичный, простой, легкий и красивый фреймворк для верстки простых веб-сайтов, написанный с использованием чистого JavaScript и CSS.
NLP Project for SDAIA T5 Data Science Bootcamp. This project consists of sentiment analysis for hotel reviews and classification algorithms based on that. Also, the project has word clustering models and a hotel recpmmendation system based on the nationalities and the reviewers' scores.
A Bokeh app for exploring Corex topic models
Correlation Explanation applied to S&P 500 data.
NLP on customer tweets to Apple Support to uncover topics using NMF (unsupervised modeling), and classify tweets as product types based on users' initial tweets using CorEx (semi-supervised modeling)
Example of Chinese Text Mining in Pandas Dataframe
Identify best tweeting practices by hospitals in Illinois during COVID-19. Also find factors affecting popularity of a tweet.
Investigated trending topics on Twitter about Music using NLP and Unsupervised learning techniques.
A comparative analysis between 4 topic modeling methods: LDA, NMF, BTM and CoreEx
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