How do I check if the data given is imbalanced data? Does imbalanced data to be checked with in explanatory variable only or only target variable or both? Is imbalanced applicable to continuous and categorical data?
You can check it by the plot.
Basically you need to check it with the target variable but you can try doing both as well. Yes it is applicable on continuous as well as categorical data but mostly it happens in categorical data.