The app size depends mainly on the numbers of records and data size.
You can use below things to reduce the data.
1. Remove unwanted Fields (Fields which are not used for any analysis)
2. Remove the tables which are not required.
3. Remove the text fields from data is not required.
4. Try to minimize the unique values in field.
5. Convert the Composite keys to number using Autonumber function.