Hey everyone! I'm studying Computer Science and I need to come up with a cool idea for my Data Science final project. The goal is to build an app that incorporates algorithms and data structures like graphs and stacks. I'm looking for something unique and creative that I can include in my portfolio, instead of the usual options like supermarket queues or banking systems. The presentation is coming up on November 19th, so I've got about 19 days to create something. Any suggestions?
3 Answers
You might want to check out the New York Taxi dataset for your project. It’s a massive collection of data that spans several years and can help you analyze expected ride times based on past trends. Just remember, you’ll probably need to clean the data a bit, depending on your project’s requirements. Another interesting option could be the Transport for London (TFL) tube usage data. It offers a chance to create insights from travel patterns. But with only 19 days left, you’ll need to focus on a specific use-case to make the most of your time. Good luck!
I don’t have specific suggestions, but just make sure you don’t get too caught up trying to think of something incredibly unique. Sometimes simpler datasets, even if they’ve been analyzed before, can still make for a solid project. It’s more important to finish on time than to have a perfect or groundbreaking idea!
A fun project idea could be to recreate an elevator system. It’s a fascinating challenge and a great way to showcase how you can use data structures and algorithms elegantly. Plus, it should be feasible to accomplish in the limited time you have left.

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