Build a student performance analyzer that processes a hardcoded dataset of 8 students. Calculate averages, find the topper, count pass/fail ratios, filter by attendance, and rank students — all using core Python data structures and functional tools. Learn list comprehensions, sorted(), filter(), map(), reduce(), and f-string formatting.