cs 5630 cs 6630 visualization for datascience tables
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CS-5630 / CS-6630 Visualization for DataScience Tables Alexander - PowerPoint PPT Presentation

CS-5630 / CS-6630 Visualization for DataScience Tables Alexander Lex alex@sci.utah.edu [xkcd] Organizational Review exam in my office hours HW Lab: Wed, 6pm, L110 Make sure to form your project teams! If you cant find a team, e-mail


  1. Connected Charts Viau & McGuffin 2012

  2. Domino origin ARTISTS Australia Europe North America studio albums WcountH first album WyearH continent Barbados Rihanna Ireland U2 Sweden ABBA Elton John UK The Beatles number one hits Whitney Houston The Black Eyed Peas Britney Spears start of Eminem US career WyearH Michael Jackson Madonna inactive active Elvis Presley Netherlands career status Germany Australia Sweden Canada France Austria Ireland Span Italy US UK COUNTRIES in business at first album 5 Artists sold albums WabsoluteH gender male group female inactive gender ∩ inactive 5 Countries population WmillionH Artists 0 12 Countries 1 12 Gratzl et al. 2014

  3. Spatial Axis Orientation Parallel Sets

  4. Parallel Sets builds on PC to better handle categorical data discrete small number of values no implied ordering between attributes task: find relationship between attributes interaction driven technique

  5. Visual Encoding boxes scaled by frequency color coded by values for current active dimension Bendix, Kosara, Hauser, 2005

  6. Visual Encoding Boxes expand to show histogram Bendix, Kosara, Hauser, 2005

  7. Interaction: Reorder Bendix, Kosara, Hauser, 2005

  8. Interaction: Aggregate Bendix, Kosara, Hauser, 2005

  9. Interaction: Filter Bendix, Kosara, Hauser, 2005

  10. Interaction: Highlight Bendix, Kosara, Hauser, 2005

  11. Filling Space

  12. filling space

  13. HiVE example: London property partitioning attributes house type neighborhood sale time encoding attributes average price (color) number of sales (size) results between neighborhoods, different housing distributions within neighborhoods, similar prices Slingsby 2009

  14. Dense pixel display: VisDB represent each data item, or each attribute in an item as a single pixel can fit as many items on the screen as there are pixels, on the order of millions relies heavily on color coding challenge: what’s the layout?

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