Research Paper On Measuring The Fear propagation In 5 India Cities Over Corona Time Period [JAN-JUNE]
Repo Contains Code As Follows
Alyien-News-Analysis Folder Contains
*)Alyien_cleaning_news Notebook Consist of wrangaling and preparing the news data by applying BERT for emotion classification on the Alyien Dataset
*)Anlyien_news_analyis Notebook consist of understanding the news emotion patterns and interpreting it or further use
*)Alyien_news_top2vec Notebook where i topic modeled the news by using Top2Vec for context mapping with tweets.
6-cities-news-analysis Folder as Alyien News Dataset was insuffient and does not contains enough news
*)Contains Structuring-top-6-city-news.py script which i created to preprocess the data(Applying Emotion Bert on the news and a bit data wrangaling)
*)Contains News_Ananlysis_6cities.ipynb which contains analysis of 6 cities (Finding the patterns and extracted lot of information needed for this paper. So it solved the news side problem)
Twitter-analysis Folder consist
*)Twitter_topic_modelling Notebook consist of topic analysis and clusturing
Interect Chart Can Be Accessed At
*)Tweets-Emotion-Analysis Notebook consist of emotion(fear anger joy sadness surprise) trends and analysis on tweets under #corona#covid-19#coronavirus and etc
Mapping of each city news with coresponding tweets by using top2vec
All the corresponding files and weights can be accessed from here : https://drive.google.com/drive/folders/1UiVW--6QhvK_ZxSnWz_lftGqRBtl5xEa?usp=sharing
Chirag & Akshey