Code Repository for Restoration Discourses on Twitter

Interact, analyze and structure massive text, image, embedding, audio and video datasets

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

This project aims to perform a social network and content analysis relatively to the r/marvelstudios subreddit from the popular online discussion forum Reddit. Report and project presentation are in english.

Analyzed Elon Musk's tweets via NLTK, spaCy, and NMF to study sentiment and its correlation with Tesla's stock, merging social media analytics and financial analysis.

This is my final year project "customer reviews classification and analysis system using data mining and nlp". It analyzes and then classifies the customer reviews on the basis of their fakeness, sentiments, contexts and topics discussed. The reviews are taken from various e-commerce platforms like daraz and amazon.

An Effective Topic Modeling Approach under Resource-Limited Scenarios

Owl - OCaml Scientific Computing @ https://ocaml.xyz

This collection features a series of NLP projects, covering diverse aspects. Explore projects in text processing, sentiment analysis, entity resolution, and more.

Backend infrastructure of an application designed for efficient indexing, analysis, and retrieval of textual data leveraging a Solr engine

A HyFI plugin for Topic Modeling

Multi-container application that builds on a Solr search engine for topic modeling-enriched data storage and retrieval.

Culinary Canvas is an Information Retrieval System course project aimed at creating an advanced recipe search algorithm. The project utilizes techniques such as topic modeling, keyword extraction, and similarity scoring to provide users with relevant recipes based on their input.

Uncovering Patterns in Stack Exchange Data

Выполняется бинарная классификация для текстовых данных сообщений о спаме/неспаме. Оценка моделей выполняется на основе метрики roc-auc

Analysis of Instagram Post Engagement through Topic Modeling

Uso de structural topic modeling para análise de teses e dissertações da pós-graduação em filosofia no Brasil.