Exploratory Data Analysis

Descriptive Analysis, Visualization, and Dashboard Design (with Codes in Python)

Leandro Nunes de Castro author

Format:Paperback

Publisher:Taylor & Francis Ltd

Publishing:22nd Jul '25

£44.99

This title is due to be published on 22nd July, and will be despatched as soon as possible.

Exploratory Data Analysis cover

This book is a comprehensive guide to Exploratory Data Analysis (EDA), providing readers with the tools, techniques, and knowledge needed to conduct effective and thorough data exploration. Throughout the seven main chapters, the book details the various aspects of EDA, from data description and preprocessing, to visualization, storytelling, and dashboard design. We will explore real-world datasets, uncovering hidden patterns and gaining insights along the way. The book is filled with illustrations using practical examples, Python codes, and different types of exercises designed to reinforce the concepts and processes discussed.

Whether you are a student just starting out in the field of data science, a senior professional looking to improve your skills, or a curious individual interested in the power of data, this book is for you.

"With the ever-growing masses of data and their inherent diversity encountered, Professor’s Leandro Nunes de Castro book is an excellent and timely contribution to the body of knowledge of Exploratory Data Analysis (EDA). This treatise, written in an authoritative and lucid way, navigates the audience through a systematic process of EDA by starting from data description, progressing through their descriptive analysis, data visualization, and culminating in storytelling design."

--Witold Pedrycz, Professor and Canada Research Chair (CRC), University of Alberta, Canada

ISBN: 9781032939827

Dimensions: unknown

Weight: unknown

264 pages