Data Analysis Projects

If you’re still struggling for inspiration, a great strategy is finding a way to weave together data and pop culture. It’s fairly easy to take one of your favorite shows or movies, find the script online, scrape the show/movie dialogue, and do some basic text analysis.

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Data Analysis Projects

You need your project topic to work well in both capacities.

The process of brainstorming your project topic starts off fairly straightforward.

I recommend you begin by Googling “free public data” to get a general idea of what data is out there (or visit Google’s dataset search feature) — and what you might be interested in working with. For one of my projects, I experimented with R’s ggplot2 and created aesthetically-pleasing charts to show economic trends using data from the Federal Reserve’s Economic Database.

However, a project like this is in no way necessary for getting hired as a data scientist.

This may be a subject for another blog post, but in my experience, aspiring data scientists seem to immediately jump to fancy machine learning or deep learning tutorials — and forget about learning the basics and honing their problem solving, critical thinking, and presentation skills.