we’ll discuss some of the differences between fixed and random effects models when applied to panel data — that is, data collected over time on the same unit of analysis — and how these models can be ...

And although you could do most of the analysis on a spreadsheet, Python has certain advantages. Other than the sheer number of ... Below are some areas for further data exploration and analysis.

The book assumes that readers have some Python knowledge, which can be easily learned from a tutorial. It is designed to help someone conduct data analysis and machine learning in Python through ...