Covid-19 News Articles Analysis.

Analyze US news articles related to Covid-19. Also create a summarizer and text generation app using Flask which will summarize and predict the next words for Covid-19 news articles.

Fetch Data

Data was fetched from NewsApi. Articles were fetched from 3rd March 2020 to 1st April 2020.

Summarizer App

A Text Summarizer app was created using Flask, FlaskForm and HuggingFace Transformer’s BART model. More about HuggingFace BART model can be found here

Output

Text Generator App

A language model app to predict the next words given an input was created using Flask and HuggingFace Transformer’s GPT2 model.

Output