How to deal with missing values depends a lot on your situation. What you're trying to answer with your data, the process by which data is missing, and other factors are important to how you might want to deal with those NAs.
A good place to start thinking about this is Rob J Hyndman and George Athanasopoulos' book chapter, " Forecasting: Principles and Practice", "Dealing with missing values and outliers"