Project information
- Category : Natural Language Processing
- Tools used : NumPy, Pandas, Matplotlib, networkX, Spacy(Transformer), Spacy Textblob, BERT, RoBERTA
- Project URL: https://github.com/Shubhkirti24/NLP-NewsMakersNetwork
Project Summary
The NewsMaker’s Network is an innovative web application that creates a dynamic co-mention network of prominent individuals mentioned in over 9,000 BBC news articles, sourced from Kaggle. Covering diverse topics from business to sports, this application enriches users with insights into the prevailing sentiment towards selected personalities and highlights their top co-mentions. The network graph visually represents the strength of connections through the thickness of the traces, providing an engaging way to explore public perception. Users can also discover the top 10 other entities associated with the chosen personality, making this tool invaluable for analyzing media influence and relationships.