Interactive Applications using Matplotlib (Paperback)

Don't just see your data, experience it!

About This Book

• Bring your users and your data closer with interactive visualizations using Matplotlib and Python
• Create user interfaces from scratch without needing a GUI toolkit, or insert new visualizations into your existing applications
• Pick up interactive aspects of Matplotlib and learn how widgets can be used to interact visually with data

Who This Book Is For

This book is intended for Python programmers who want to do more than just see their data. Experience with GUI toolkits is not required, so this book can be an excellent complement to other GUI programming resources.

In Detail

Matplotlib makes it easy to generate plots, histograms, power spectra, bar charts, error charts, and other kinds of plots, with just a few lines of code.

Interactive Applications Using Matplotlib will teach you how to turn your plots into fully interactive applications for data exploration and information synthesis. After being introduced to the plotting library, you'll learn how to create simple figures and come to grips with how they work. After these first steps, we will start work on a weather radar application.

Next, you will learn about Matplotlib's event handler to add not only keymaps and mouse actions but also custom events, enabling our radar application to transition from a simple visualization tool into a useful severe storm tracking application, complete with animations and widgets. The book will conclude with enhancements from the GUI toolkit of your choice.

不僅僅是看到您的數據，還可以體驗它！

關於本書
使用Matplotlib和Python，通過交互式可視化將用戶和數據更加接近
無需使用GUI工具包，從頭開始創建用戶界面，或將新的可視化插入現有應用程序
了解Matplotlib的交互式功能，並學習如何使用小部件與數據進行視覺交互

本書適合對於想要超越僅僅看到數據的Python程序員。無需具備GUI工具包的經驗，因此本書可以作為其他GUI編程資源的絕佳補充。

詳細內容
Matplotlib使得僅需幾行代碼就能輕鬆生成圖表、直方圖、功率譜、條形圖、誤差圖和其他類型的圖表。

《使用Matplotlib創建交互式應用程序》將教您如何將您的圖表轉化為完全交互式的應用程序，用於數據探索和信息綜合。在介紹這個繪圖庫之後，您將學習如何創建簡單的圖形並了解它們的工作原理。在這些初步步驟之後，我們將開始開發一個天氣雷達應用程序。

接下來，您將學習Matplotlib的事件處理程序，不僅可以添加按鍵映射和鼠標操作，還可以添加自定義事件，使我們的雷達應用程序從一個簡單的可視化工具轉變為一個有用的嚴重風暴跟踪應用程序，包括動畫和小部件。本書將以您選擇的GUI工具包的增強功能作為結尾。