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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, this book details 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. This 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.
This is a digital product.
Exploratory Data Analysis: Descriptive Analysis, Visualization, and Dashboard Design (with Code Snippets in Python) 1st Edition is written by Leandro Nunes de Castro and published by A K Peters/CRC Press (T&F). The Digital and eTextbook ISBNs for Exploratory Data Analysis are 9781040377949, 1040377947 and the print ISBNs are 9781032939827, 1032939826. Additional ISBNs for this eTextbook include 9781032944302, 9781040377925, 9781003570691.


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