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Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard...

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Wisconsin Predictive Analytics for Roadway Safety and Enforcement Andi Bill
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Page 1: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver

Wisconsin Predictive Analytics for Roadway Safety and

EnforcementAndi Bill

Page 2: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver
Page 3: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver

Law Enforcement(In Field)

Crash Database

CommunityMaps

MACH

Page 4: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver

• Great way for individual Agencies to do analysis

• Collecting more data• Citizen Contact• Warnings• Citations

Page 5: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver

WisTransPortal

Page 6: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver

Crash Reports (2008) and Statewide GIS Crash Map (2012)

Wisconsin MV4000 Crash Data

Page 7: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver
Page 8: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver
Page 9: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver
Page 10: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver
Page 11: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver
Page 12: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver
Page 13: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver

State Patrol Resource Allocation

• Time Series Analysis• May have limitations for weather and other ‘random’ variables

• GIS Based Hotspots and Optimization Tools• Route Choice Analysis Toolkit (with over 40 variables)

• Distance• Travel Time• Speed Statistics• Number of Intersections• Number of Stop signs/stop lights

Page 14: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver

• How to measure effectiveness?• Hours of staff• Contact summary• More warnings/citations• Crashes?

• Balloon theory?

• Statistical Significance• Validity of Model

Page 15: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver

• Building connections in the system• Flag by causation not injury severity• Elimination of some types• Layer data elements• Prototype

• Build analytics• Reporting tools• Evaluation tools

Page 16: Wisconsin Predictive Analytics for Roadway Safety and ... · 7/2/2018  · st lawrence ave villard ave w rose brook rd e boundary trl 1st st locust st w schuman dr kort st silver

Any questions?


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