Hello, data enthusiasts and fellow beach lovers! I'm Emanuel Villa, a passionate data scientist who finds inspiration in the soothing embrace of the beach. There's nothing quite like a long walk on the shoreline to clear the mind and spark new ideas.

When I'm not diving deep into data, you'll often find me strolling along the beach, feeling the soft sand beneath my feet, and listening to the gentle waves. It's here, in this serene environment, that I find the perfect balance between data-driven analysis and nature's beauty.

Explore my portfolio of data science projects, where I blend analytical rigor with a love for the beach:

• I developed a model that predicts if a video game is in IGN's Top 500 Games of All Time list using factors like sales, meta scores, user reviews, and engineered features.
• The model uses game data like regional sales, meta score, user review score, genre, and more to predict if it's on IGN's Top 500 Games of All Time list, simplifying the identification of top-ranked games.
• The goal was to build a model predicting if a video game is on IGN's Top 500 Games list, offering gamers an efficient way to identify prestigious titles.

• Explore the world of Project 2.
• Challenges faced and how I tackled them.
• Results that make me proud.

Feel free to wander through more of my projects below. Each one is a unique journey, just like a long, leisurely walk on the beach.

I'm always eager to connect with fellow data enthusiasts, beach aficionados, or anyone who's passionate about both. Whether it's discussing data trends or sharing beach stories, I'm just a message away.

• 📧 Email: mannievilla@gmail.com

Let's embark on a data-driven adventure together, one beach walk at a time! 📈🌊