The examples are crime analysis focused, you can see the final chapter end-project example here, https://github.com/apwheele/CrimeBook. But yes the fundamentals are the same for most any "data analyst job".

If you look at the preface section "What this book is not", I discuss that point:

> This book is aimed to get you started writing code and applying it to real tasks crime analysts need to conduct. I use realistic examples that a crime analyst may be interested in conducting, such as sending automated emails, making year-to-date tables, and creating line charts. But I do not discuss in detail things like the Poisson distribution for analyzing crime rates or why hotspot analyses is important.