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Visualizing Streaming Data: Interactive Analysis Beyond Static Limits by Anthony Aragues

Visualizing Streaming Data: Interactive Analysis Beyond Static Limits

by Anthony Aragues
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Book cover type: Paperback
  • ISBN13: 9781492031857
  • Binding: Paperback
  • Subject: N/A
  • Publisher: O'Reilly Media
  • Publisher Imprint: O'Reilly Media
  • Publication Date:
  • Pages: 199
  • Original Price: USD 36.99
  • Language: English
  • Edition: N/A
  • Item Weight: 318 grams
  • BISAC Subject(s): Data Science / Data Modeling & Design

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

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