Topic modeling on Covid19 related research text bodies

Inspiration

I wanted to participate in the global effort to make sense out of the information we receive regarding the Corona Virus

What it does

Mine the research papers and extract main topics

How I built it

in Python

Challenges I ran into

processing the json files and making the to LDA plots display on Jupyter notebooks using R kernel. I had to switch to using python.

Accomplishments that I'm proud of

Being able to complete my first Kaggle submission for a good cause

What I learned

There is a ton of research papers related to Covid19

What's next for Topic modeling on Covid19 related research text bodies

Dig deeper into each of the 4 main topics.

Built With

• python