McKay Johns

Blog Posts

What is a Soccer Data Analyst? A Complete Guide

2024-10-07

Diving into what a soccer data analyst is and what they do.

Python vs R for Sports Analytics

2024-10-19

Comparing Python and R for sports analytics.

How to Learn Sports Analytics for Free

2024-11-01

Learning sports analytics doesn't have to be expensive.

How to Use Pandas to Analyze Data

2024-11-03

Pandas is a powerful tool for analyzing data. Learn how to use it effectively for data analysis, data science, and sports analytics.

Top 5 Sports Analytics Courses to Kickstart Your Career

2024-11-07

The top sports analytics courses for becoming an expert and pursuing a career in sports analytics

How to Learn Sports Analytics for Beginners

2024-11-24

A complete guide to learning sports analytics for beginners

Best Programming Languages for Sports Analytics

2024-12-13

Discover the top programming languages for sports analytics, including Python, R, SQL, and more.

Introduction to Python for Sports Analytics

2024-12-17

Get an introduction to Python and why it is important for sports analytics.

Advanced Metrics in Soccer Analytics

2024-12-18

Learn how metrics like Expected Goals (xG), Passing Efficiency, and Defensive Actions Per 90 are transforming soccer analytics and driving smarter decisions.

Advanced Metrics in Baseball Analytics

2025-01-16

Discover the most important advanced metrics in baseball analytics—from wOBA to FIP—and learn how they revolutionize player evaluation, strategy, and overall performance insights.

How to Learn to Code With Python for Free

2025-02-14

Curious about Python but not sure where to start? Discover practical, no-cost resources and step-by-step tips on how to learn Python for free—perfect for beginners looking to break into programming or data analysis.