Exploratory Data Analysis

£47.99

Exploratory Data Analysis

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

Econometrics and economic statistics Probability and statistics Automatic control engineering Information technology: general topics Programming and scripting languages: general Software Engineering Data mining Artificial intelligence

Author: Leandro Nunes de Castro

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Collection: AK Peters Visualization Series

Language: English

Published by: A K Peters/CRC Press

Published on: 7th November 2025

Format: LCP-protected ePub

ISBN: 9781040377949


Overview

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.

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