Fernando Alatorre Alexander
My Datadventures
Explore how I transformed data into actionable insights and drive impactful results through my projects.
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Impact of AI on Salaries and Work Trends
I wanted to understand how AI is impacting our lives so people can adapt to this new era. This project analyzes AI's effects on education and career development, identifies key trends, and predicts the future relevance of skills and careers using exploratory data analysis (EDA) and machine learning. It's about helping people navigate and thrive in an evolving, AI-driven world.
Factors Contributing to Happiness Across Countries
I find it intriguing how different factors can influence happiness and what governments and individuals can do to improve it. This project analyzes global happiness levels and identifies key factors contributing to these levels across different continents. It's about understanding how we can create happier societies through informed actions.
Global COVID-19 Health Metrics
I wanted to see the true impact of COVID-19 in different countries and compare official numbers with reality. For example, recent studies in Mexico showed the actual figures were three times higher than reported. This project explores global COVID-19 trends and patterns, uncovering key insights and visualizing the pandemic's effects. It makes me wonder if the reported numbers from all countries are accurate.
Song Popularity and Audio Features on Spotify
As a music producer and singer-songwriter, I've always wondered about the key elements that make a hit song. This project delves into Spotify's audio features to analyze how characteristics like tempo, energy, and valence correlate with song popularity. While we may never know the exact formula, it's fascinating to explore the trends in audio features from hit songs and great artists.