Embark on a data science detective journey through this 46-minute conference talk that unravels the mysterious correlation between indentation styles and developer salaries. Explore the intriguing findings from the StackOverflow developer survey, which suggests that developers who use spaces earn higher salaries than those who use tabs. Delve into the complexities of correlation versus causation, and learn how to approach intricate data science problems. Discover the potential pitfalls of correlation, model fitting, and biases, while gaining valuable insights on how to avoid these common traps in data analysis. Uncover the true impact of your indentation style on your earning potential, and develop a deeper understanding of the nuances involved in interpreting complex data relationships.