/Research_Paper_Fear_Propgation

Contains the code and instructions used in our research paper:LINK

Primary LanguageJupyter Notebook

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

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        *)Anlyien_news_analyis Notebook consist of understanding the news emotion patterns and interpreting it or further use

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        *)Alyien_news_top2vec Notebook where i topic modeled the news by using Top2Vec for context mapping with tweets. 

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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)

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Twitter-analysis Folder consist 
    *)Twitter_topic_modelling Notebook consist of topic analysis and clusturing 

Interect Chart Can Be Accessed At

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    *)Tweets-Emotion-Analysis Notebook consist of emotion(fear anger joy sadness surprise) trends and analysis on tweets under #corona#covid-19#coronavirus and etc

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Work To Do

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

Work By

Chirag & Akshey