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FARS (Fatality Analysis Reporting System) Datamining

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shassant2

some interesting facts about highway fatalities that I found using WEKA

MotorTecnología
1 de 14
Traffic Fatality Data Mining ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Overview ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction & Understanding Business Data ,[object Object],[object Object],[object Object],[object Object]
Prepare and Process Data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Transformation of Data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results: Restraint and Fatality ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results: Rollover and Make/Model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results: Air Bag & Fatality ,[object Object],[object Object],[object Object],[object Object],Conclusion: However, we see that for the age groups listed above, it produces an opposite result.
Results: Pedestrian & State ,[object Object],[object Object],[object Object],[object Object],Conclusion: Washington DC and New York have the highest pedestrian injuries per accident. However, as DC is a city, it makes sense that pedestrians are involved in almost 29% of accidents. However, New York and Hawaii pedestrian accidents still leave room for further investigations into the causes.
Results: Owner & Drunk Driving ,[object Object],[object Object],Conclusion: From the second statistic, we see that about 35% of all drinking and driving fatalities involved victims driving vehicles not owned by them. Therefore, it can indicate that vehicles should be lent to trustworthy people.
Results: State & Weather ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results: Pedestrian & Light ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Decision Tree: Rollover ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
New Knowledge ,[object Object],[object Object],[object Object],[object Object],[object Object]

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