What are some solutions for building a simple web app for data capture and analysis?

I am a Track & Field coach. I record over 5,000 40-yard sprint dashes a year, track weight training programs, as well as numerous other statistics for individual athletes. I want to build an athlete training log so I can compare and contrast trainin...