CP5009 DATA VISUALIZATION TECHNIQUES SYLLABUS - ANNA UNIVERSITY PG REGULATION 2017 - Anna University Internal marks 2018

CP5009 DATA VISUALIZATION TECHNIQUES SYLLABUS - ANNA UNIVERSITY PG REGULATION 2017

CP5009 DATA VISUALIZATION TECHNIQUES SYLLABUS
REGULATION 2017
ME CSE - SEMESTER 3

OBJECTIVES:
  • To develop skills to both design and critique visualizations.
  • To introduce visual perception and core skills for visual analysis.
  • To understand visualization for time-series analysis.
  • To understand visualization for ranking analysis.
  • To understand visualization for deviation analysis.
  • To understand visualization for distribution analysis.
  • To understand visualization for correlation analysis.
  • To understand visualization for multivariate analysis.
  • To understand issues and best practices in information dashboard design.

UNIT I CORE SKILLS FOR VISUAL ANALYSIS
Information visualization – effective data analysis – traits of meaningful data – visual perception –making abstract data visible – building blocks of information visualization – analytical interaction – analytical navigation – optimal quantitative scales – reference lines and regions – trellises and crosstabs – multiple concurrent views – focus and context – details on demand – over-plotting reduction – analytical patterns – pattern examples.

UNIT II TIME-SERIES, RANKING, AND DEVIATION ANALYSIS
Time-series analysis – time-series patterns – time-series displays – time-series best practices – part-to-whole and ranking patterns – part-to-whole and ranking displays – best practices – deviation analysis – deviation analysis displays – deviation analysis best practices.

UNIT III DISTRIBUTION, CORRELATION, AND MULTIVARIATE ANALYSIS
Distribution analysis – describing distributions – distribution patterns – distribution displays – distribution analysis best practices – correlation analysis – describing correlations – correlation patterns – correlation displays – correlation analysis techniques and best practices – multivariate analysis – multivariate patterns – multivariate displays – multivariate analysis techniques and best practices.

UNIT IV INFORMATION DASHBOARD DESIGN
Information dashboard – Introduction– dashboard design issues and assessment of needs – Considerations for designing dashboard-visual perception – Achieving eloquence.

UNIT V INFORMATION DASHBOARD DESIGN
Advantages of Graphics _Library of Graphs – Designing Bullet Graphs – Designing Sparklines – Dashboard Display Media –Critical Design Practices – Putting it all together- Unveiling the dashboard.

TOTAL : 45 PERIODS


OUTCOMES:

Upon completion of the course, the students should be able to:
  • Explain principles of visual perception
  • Apply core skills for visual analysis
  • Apply visualization techniques for various data analysis tasks
  • Design information dashboard

REFERENCES:
  1. Ben Fry, "Visualizing data: Exploring and explaining data with the processing environment", O'Reilly, 2008.
  2. Edward R. Tufte, "The visual display of quantitative information", Second Edition, Graphics Press, 2001.
  3. Evan Stubbs, "The value of business analytics: Identifying the path to profitability", Wiley, 2011.
  4. Gert H. N. Laursen and Jesper Thorlund, "Business Analytics for Managers: Taking business intelligence beyond reporting", Wiley, 2010.
  5. Nathan Yau, "Data Points: Visualization that means something", Wiley, 2013.
  6. Stephen Few, "Information dashboard design: Displaying data for at-a-glance monitoring", second edition, Analytics Press, 2013.
  7. Stephen Few, "Now you see it: Simple Visualization techniques for quantitative analysis", Analytics Press, 2009.
  8. Tamara Munzner, Visualization Analysis and Design, AK Peters Visualization Series, CRC Press, Nov. 2014

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