This textbook is a bit heavy but worth it for the amount of content inside.
Product Tag: Luisa T. Fernholz
The Practice of Data Analysis (Princeton Legacy Library) by Tukey, John W.
This textbook is well organized, with each chapter building on the last one.
The Practice Of Data Analysis: Essays In Honor Of John W Tukey
This textbook is the standard edition used in most introductory courses.