EDA for Hospital by County

FIX where there are NULLs for hospital beds and ICU beds

Approach

(1.) Lets take all the use cases where the Hospital and ICU beds are not null

(2.) Use this as the train data and set up a Linear Regression model

(3.) use this model once to predict the Hospital beds and once to predict the ICU beds

Fix All hospital beds are NULL

Fix All ICU beds are NULL

There are still 216 ICU beds that have NULL values. lets manually eyeball and see how we can fix them

Fix icu_covid_confirmed_patients and icu_suspected_covid_patients

Fix hospitalized_covid_patients