Below are the executive summaries of each submission that CoronaWhy created for the 4/16 Kaggle competition round (using version 7 of the competition’s dataset).
Also check out Kaggle’s center for coronavirus analysis here as well as Amazon’s COVID-19 search engine, they have a lot of great findings and creations as well!
Result: the top articles for five main questions that we judge to have immediate policy impact.
What is the range of incubation periods?
How is the persistence of the virus on surfaces of different materials?
How effective are movement control strategies?
How effective are personal protective equipment?
To access: All of the results are accessible directly in the Summary (findings) section of the submission page.
Results: Data visualization tools for worldwide cases by location, Italian cases by location, Italian cases by demographics, Italian cases by meteorology, and Italian cases by mobility.
To access: In order to access these results you must have a Kaggle account, click the “Copy and Edit” button, and then click “Run All” to use all of the tools.
Results: a search engine to explore articles on currently researched drug treatments for COVID19.
A matrix for exploring current treatments and the articles that discuss them.
To access: You can go directly to these tools with the links provided.
Results: the most relevant articles on heart disease, age, humidity, pollution, temperature, and population density as risk factors for COVID-19.
A summary of the main risk factors for COVID-19 and the current research on them.
To access: All of the results are accessible directly in the Summary (findings) section of the submission page.