Sankalpsp21 / Geographical-COVID-19-Trends

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Data Science Project 1

This was a little project of mine over the summer that aimed to look at the relationship between temperature and COVID-19 infection rates. The results were definitely surprising!

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How it was Supposed to go

This was my first project on Jupyter Notebook using Pandas so I wanted to find some cool and relevant data to analyze. What ended up happening was a long and winding journey searching through various dataset websites for data that showed promise. I ended up settling on temperature and COVID-19 infection rates because

  • 1. The data wasn't too hard to find and it was clean and
  • 2. I'd heard some stuff on the news about COVID doing worse in the heat and I wanted to run the numbers.

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What I hope to do in the Future

I'm planning on learning some data aquisition techniques like Web Crawling so I'm not limited to free, public datasets. I heard about someone using that technique to glean informatino off Twitter and make accurate predictions! But for now, I'm proud of this project and hope you give it a read. All sources are listed in the notebook.

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Thanks!