Mathematica Data Visualization
暫譯: Mathematica 數據視覺化
Nazmus Saquib
- 出版商: Packt Publishing
- 出版日期: 2014-09-27
- 售價: $1,670
- 貴賓價: 9.5 折 $1,587
- 語言: 英文
- 頁數: 142
- 裝訂: Paperback
- ISBN: 1783282991
- ISBN-13: 9781783282999
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相關分類:
Data-visualization
海外代購書籍(需單獨結帳)
商品描述
About This Book
- Understand visualization functions used by scientists, engineers, and financial analysts
- Build a visualization system from scratch using low-level graphics primitives and interactive functionalities
- Learn how to visualize a wide range of datasets with the help of detailed explanations of code and theory
Who This Book Is For
If you are planning to create data analysis and visualization tools in the context of science, engineering, economics, or social science, then this book is for you. With this book, you will become a visualization expert, in a short time, using Mathematica.
What You Will Learn
- Understand some widely used datasets in science, engineering, finance, statistics, and business
- Write Mathematica programs to create stunning, interactive, and beautiful visualizations
- Create time series visualizations in different scenarios to find underlying patterns in time series data
- Build a protein molecule visualization tool and create basic isocontour and isosurface visualizations in Mathematica
- Create statistical plots and charts and learn the basics of visualizing high dimensional datasets
- Develop a word frequency visualization tool
- Build graph network visualizations and interactive chord charts
In Detail
Mathematica, developed and maintained by Wolfram Research, is a trusted and popular tool used to analyze and visualize data.
This book begins by introducing you to the Mathematica environment and the basics of dataset loading and cleaning. You will then learn about the different kinds of widely used datasets so that you are comfortable with the later chapters. Then, in the subsequent chapters, you will learn about time series, scientific, statistical, information, and map visualizations. Each topic is demonstrated by walking you through an example project. Along the way, the dynamic interactivity and graphics packages are also introduced. Finally, the book ends with a brief discussion of color maps and aesthetics issues.
Using this book, you will learn how to build visualizations from scratch, quickly and efficiently.
商品描述(中文翻譯)
使用 Mathematica 創建和原型互動式數據可視化
本書介紹
- 了解科學家、工程師和金融分析師使用的可視化函數
- 從零開始構建一個可視化系統,使用低級圖形原語和互動功能
- 學習如何通過詳細的代碼和理論解釋來可視化各種數據集
本書適合誰
如果您計劃在科學、工程、經濟或社會科學的背景下創建數據分析和可視化工具,那麼這本書適合您。通過這本書,您將在短時間內成為使用 Mathematica 的可視化專家。
您將學到什麼
- 了解科學、工程、金融、統計和商業中一些廣泛使用的數據集
- 編寫 Mathematica 程序以創建驚人、互動和美觀的可視化
- 在不同場景中創建時間序列可視化,以發現時間序列數據中的潛在模式
- 構建蛋白質分子可視化工具,並在 Mathematica 中創建基本的等高線和等值面可視化
- 創建統計圖和圖表,並學習高維數據集可視化的基本知識
- 開發詞頻可視化工具
- 構建圖形網絡可視化和互動式和弦圖
詳細內容
Mathematica 是由 Wolfram Research 開發和維護的受信任且流行的數據分析和可視化工具。
本書首先介紹 Mathematica 環境以及數據集加載和清理的基本知識。然後,您將了解不同類型的廣泛使用的數據集,以便在後面的章節中感到舒適。接下來的章節中,您將學習時間序列、科學、統計、信息和地圖可視化。每個主題都通過示範一個示例項目來進行說明。在此過程中,還將介紹動態互動性和圖形包。最後,本書以對色彩映射和美學問題的簡要討論結束。
通過這本書,您將學會如何快速有效地從零開始構建可視化。