Instant JQuery Flot Visual Data Analysis
暫譯: 即時 JQuery Flot 視覺化數據分析
Brian Peiris
- 出版商: Packt Publishing
- 出版日期: 2013-11-04
- 售價: $1,190
- 貴賓價: 9.5 折 $1,131
- 語言: 英文
- 頁數: 70
- 裝訂: Paperback
- ISBN: 1783280654
- ISBN-13: 9781783280650
-
相關分類:
jQuery、Data Science
海外代購書籍(需單獨結帳)
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商品描述
Visualize and analyze your data with the jQuery Flot plotting library using real-world examples
Overview
- Learn something new in an Instant! A short, fast, focused guide delivering immediate results
- Apply statistical techniques to your data and display data using various chart types
- Get started with the jQuery Flot library and learn to apply it to real-world data visualization
- Detailed explanations of Flot’s capabilities and configurations
In Detail
Data visualization and analysis is a crucial skill in many software projects. Flot uses jQuery and HTML5 to add easy and powerful visualization capabilities to any web application. Flot produces beautiful visualizations with a minimal amount of code. It is also highly configurable, extensible, and includes many plugins out of the box.
A practical guide to take you through the basics of using Flot to visualize your data; the book describes Flot’s functionality in dedicated sections that include code, screenshots, and detailed explanations so that you can learn to produce charts in minutes. As you progress though this book, it will guide you through real-world examples to show you how to use statistical techniques with Flot for interactive data visualization and analysis.
Starting with the very basics, you will learn exactly what you need to do to display the simplest chart using Flot. This step-by-step guide takes you through Flot’s many features and settings until you can finally master the techniques you’ll need to apply Flot to your application’s data.
You'll learn to create basic point, line, and bar charts and to use Flot’s stack, pie, and time plugins to create specialized chart types. Along with learning to display complex data with multiple customizable axes you will learn to make your charts interactive with Flot’s crosshair plugin. Finally, this book will guide you through learning statistical techniques via the jStat JavaScript library to analyse data; along with Flot’s errorbars and fillbetween plugins to display error margins and data percentiles.
Instant jQuery Flot Visual Data Analysis will give you a head start so that you can add data visualization features to your applications with ease.
What you will learn from this book
- Create stack, pie, and time-based charts to display specialized data sets
- Customize a chart’s axes so that you can display complex combinations and types of data
- Add interactivity to your charts so that users can inspect the data with ease
- Use common statistical techniques such as error bars and percentiles to analyze your data
- Use the jStat library to further analyze your data
- Expand your skills by creating plugins that allow you to reuse your custom solutions easily
Approach
Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. A quick, instruction-based guide full of examples that details on the various aspects of Flot and how users can apply it to data groups for interactive data representation techniques.
Who this book is written for
If you are a data visualization developer, mapping and presentation software developer, or anyone with an interest in jQuery visualization, this book is ideal for you. If you have a working knowledge of jQuery and JavaScript, you can use this book to add sophisticated visualizations to your web application so that your users can easily understand data that is crucial to them.
商品描述(中文翻譯)
可視化和分析您的數據,使用 jQuery Flot 繪圖庫,並透過實際案例進行學習
概述
- 立即學習新知!一本短小、快速、專注的指南,提供即時結果
- 將統計技術應用於您的數據,並使用各種圖表類型顯示數據
- 開始使用 jQuery Flot 庫,學習如何將其應用於實際的數據可視化
- 詳細解釋 Flot 的功能和配置
詳細內容
數據可視化和分析是許多軟體專案中的關鍵技能。Flot 使用 jQuery 和 HTML5 為任何網頁應用程式添加簡單而強大的可視化功能。Flot 以最少的代碼生成美觀的可視化效果。它還具有高度的可配置性、可擴展性,並且內建許多插件。
這本實用指南將帶您了解使用 Flot 可視化數據的基本知識;本書在專門的章節中描述 Flot 的功能,包含代碼、截圖和詳細解釋,讓您能在幾分鐘內學會生成圖表。隨著您在本書中的進展,它將通過實際案例指導您如何使用統計技術與 Flot 進行互動式數據可視化和分析。
從最基本的開始,您將學會如何使用 Flot 顯示最簡單的圖表。這本逐步指南將帶您了解 Flot 的許多功能和設置,直到您最終掌握將 Flot 應用於應用程式數據所需的技術。
您將學會創建基本的點圖、線圖和條形圖,並使用 Flot 的堆疊、圓餅和時間插件來創建專門的圖表類型。除了學習如何使用多個可自定義的坐標軸顯示複雜數據外,您還將學會使用 Flot 的十字準插件使圖表具備互動性。最後,本書將指導您通過 jStat JavaScript 庫學習統計技術以分析數據;並使用 Flot 的誤差條和填充區間插件來顯示誤差範圍和數據百分位數。
《即時 jQuery Flot 可視化數據分析》將為您提供優勢,使您能輕鬆地將數據可視化功能添加到您的應用程式中。
您將從本書中學到的內容
- 創建堆疊圖、圓餅圖和基於時間的圖表以顯示專門的數據集
- 自定義圖表的坐標軸,以顯示複雜的數據組合和類型
- 為您的圖表添加互動性,使用戶能輕鬆檢查數據
- 使用常見的統計技術,如誤差條和百分位數來分析數據
- 使用 jStat 庫進一步分析數據
- 通過創建插件擴展您的技能,讓您能輕鬆重用自定義解決方案
方法
本書充滿實用的逐步指導和對最重要、最有用任務的清晰解釋。這是一個快速的、基於指導的指南,包含許多示例,詳細說明 Flot 的各個方面以及用戶如何將其應用於數據組以進行互動式數據表示技術。
本書的讀者對象
如果您是數據可視化開發者、地圖和演示軟體開發者,或對 jQuery 可視化有興趣的人,本書非常適合您。如果您對 jQuery 和 JavaScript 有一定的工作知識,您可以使用本書為您的網頁應用程式添加複雜的可視化,讓您的用戶能輕鬆理解對他們至關重要的數據。