The Elements of Data Analytic Style
by Jeffrey Leek
This book is focused on the details of data analysis that sometimes fall through the cracks in traditional statistics classes and textbooks. The book is useful as a companion to introductory courses in data science or data analysis. It is also a useful reference tool for people tasked with reading and critiquing data analyses.