Visualizing Streaming Data: Interactive Analysis Beyond Static Limits (視覺化串流數據:超越靜態界限的互動分析)

Anthony Aragues

  • 出版商: O'Reilly
  • 出版日期: 2018-08-07
  • 定價: $1,300
  • 售價: 8.0$1,040
  • 語言: 英文
  • 頁數: 200
  • 裝訂: Paperback
  • ISBN: 1492031852
  • ISBN-13: 9781492031857
  • 相關分類: Data Science
  • 相關翻譯: 可視化流數據 (簡中版)
  • 立即出貨 (庫存 < 3)

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商品描述

While tools for analyzing streaming and real-time data are gaining adoption, the ability to visualize these data types has yet to catch up. Dashboards are good at conveying daily or weekly data trends at a glance, though capturing snapshots when data is transforming from moment to moment is more difficult—but not impossible.

With this practical guide, application designers, data scientists, and system administrators will explore ways to create visualizations that bring context and a sense of time to streaming text data. Author Anthony Aragues guides you through the concepts and tools you need to build visualizations for analyzing data as it arrives.

  • Determine your company’s goals for visualizing streaming data
  • Identify key data sources and learn how to stream them
  • Learn practical methods for processing streaming data
  • Build a client application for interacting with events, logs, and records
  • Explore common components for visualizing streaming data
  • Consider analysis concepts for developing your visualization
  • Define the dashboard’s layout, flow direction, and component movement
  • Improve visualization quality and productivity through collaboration
  • Explore use cases including security, IoT devices, and application data

商品描述(中文翻譯)

儘管分析流式和實時數據的工具越來越受到採用,但對於可視化這些數據類型的能力仍然有待提高。儀表板在一瞥之間傳達每日或每週數據趨勢方面表現良好,但在數據從一刻到另一刻轉變時捕捉快照更加困難,但並非不可能。

在這本實用指南中,應用程序設計師、數據科學家和系統管理員將探索創建可為流式文本數據帶來上下文和時間感的可視化方式。作者Anthony Aragues將引導您了解構建可在數據到達時進行分析的可視化所需的概念和工具。

- 確定您公司對於可視化流式數據的目標
- 確定關鍵數據源並學習如何進行數據流
- 學習處理流式數據的實用方法
- 構建用於與事件、日誌和記錄交互的客戶端應用程序
- 探索用於可視化流式數據的常見組件
- 考慮開發可視化的分析概念
- 定義儀表板的佈局、流向和組件移動
- 通過協作提高可視化質量和生產力
- 探索包括安全性、物聯網設備和應用程序數據在內的使用案例