Oh yes, a familiar story in that if you don't know what data you want at the end of a project or process, you will often struggle and get lost in a giant soup of numbers and data!
Knowing what you need for the final result will make it a lot easier to work back to the beginning 🙂
RE: Managing Data Science projects