Your question is Searching Sparse Graphs Efficiently. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Describe ways to search and update information in large sparse graphs, including the data structures you would use and how you would improve runtime.