I'm trying to use this data to make a data analysis report using regression. Since regression only allows for numerical types, I then need to encode the categorical data. However, most of these have more than 15 unique values such as country.
Do I still use one-hot encoding? Or is there an alternative? Is using regression on this dataset a good idea?