Visualizing streaming data : interactive analysis beyond static limits / Anthony Aragues
By: Aragues, Anthony [author].
Publisher: Sebastopol, CA : O'Reilly, ©2018Edition: First edition.Description: 184 pages : color illustrations ; 23 cm.Content type: text | still image Media type: unmediated Carrier type: volumeISBN: 9781492031857.Subject(s): Streaming technology (Telecommunications) | Data transmission systems | Big dataGenre/Form: Print books.Current location | Call number | Status | Date due | Barcode | Item holds |
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On Shelf | TK5105.386 .A73 2018 (Browse shelf) | Available | AU00000000013882 |
Includes index
Introduction -- Goals -- Data sources -- Streaming your data -- Processing streaming data for visualization -- Developing a client -- Presenting streaming data -- Visualization components -- Streaming analysis -- Workflow visualization -- Streaming data dashboard -- Machine learning -- Collaboration -- Exports -- Use cases -- Summary and references
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