Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel...

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Class 10 Information Visualization + DataViz in R Legal Analytics Professor Daniel Martin Katz Professor Michael J Bommarito II legalanalyticscourse.com

Transcript of Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel...

Page 1: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

Class 10Information Visualization + DataViz in R

Legal Analytics

Professor Daniel Martin KatzProfessor Michael J Bommarito II

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Page 2: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

The Art + Science of Data Visualization

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Page 3: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

https://www.youtube.com/watch?v=AdSZJzb-aX8

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Page 4: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

some thought leaders

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Page 5: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

aaron koblinhttps://www.youtube.com/watch?v=4v4XxlfVk3o

https://www.youtube.com/watch?v=dPv8psZsvIU

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Page 6: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

nathan yau https://www.youtube.com/watch?v=j8g4_ee27Tk

https://www.youtube.com/watch?v=FbYnkg6wYSI

https://flowingdata.com/

http://www.amazon.com/Nathan-Yau/e/B004S83IUE

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Page 7: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

manuel limahttps://www.youtube.com/watch?v=PWMFgS6w3BY

https://www.youtube.com/watch?v=P_mO0Fx1G7o

http://www.visualcomplexity.com/vc/

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Page 8: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

https://www.youtube.com/watch?v=g9Y4SxgfGCg

edward tufte

https://www.youtube.com/watch?v=Th_1azZA2OY

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Page 9: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

Information Visualization Can Be Powerful

Page 10: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

https://www.youtube.com/watch?v=usdJgEwMinM

Data Visualization Can Be Powerful

Page 11: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

https://www.youtube.com/watch?v=5Zg-C8AAIGg

Data Visualization Can Be Powerful

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Page 13: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

Data Visualizationas a

Complexity Reduction Device

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Page 14: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

Complexity Simplicity

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Page 15: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

Think about the task faced by the intelligence

community ...

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Page 16: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

mountains of information to process

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Page 17: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

how are those intelligence analysts aided?

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Page 18: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

InformationVisualization

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Page 19: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

The Visual Cortex is a very powerful CPU ...

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Page 20: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

We are very good pattern detectors ...

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Page 21: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

We need a mix of analytics and viz ...

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Page 23: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

because there are significant efficiency gains to be obtained

from applications of sophisticated data visualization techniques

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Page 24: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

For example in law, the Next Generation of EDiscovery Software is

fairly viz intensive ...

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Page 25: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

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Page 26: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

but this is only the beginning ...

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including an even more enriched notion of time dynamics ...

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http://computationallegalstudies.com/2014/01/network-analysis-and-the-law-3d-hi-def-

visualization-of-the-time-evolving-citation-network-of-the-united-states-supreme-court/

http://computationallegalstudies.com/2010/01/the-time-evolving-structure-of-the-gawaher-

islamic-forum-as-experienced-by-umar-farouk-abdulmutallab-the-christmas-day-bomber/

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Menu of Visualization Options

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http://homes.cs.washington.edu/~jheer/files/zoo/

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InformationVisualization in Law

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3D HD Visualization of Supreme Court Citation NetworkCampaign Contributions and

Legislative Ecosystems

The United States Code American Federal Judiciary

http://computationallegalstudies.com/

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Page 49: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

Lets Work Through A Basic Example Using R

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Some More ComplexImplementions in R

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Some Useful Books

Page 59: Legal Analytics Course - Class 10 - Information Visualization + DataViz in R - Professors Daniel Martin Katz + Michael J Bommarito

Legal AnalyticsClass 10 - Information Visualization + DataViz in R

daniel martin katz

blog | ComputationalLegalStudies

corp | LexPredict

michael j bommarito

twitter | @computational

blog | ComputationalLegalStudies

corp | LexPredict

twitter | @mjbommar

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site | danielmartinkatz.com site | bommaritollc.com