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Process: - Select unique records (unique reference numbers) - Calculate average of Number of Vehicles (Result: 1.817008)
- Calculate sum of accidents for each time bucket (group by time bucket) (Result: Evening: 4,663)
- Filter on Casualty Class = "Pedestrian" - Count Distinct Reference Number (Result: 2,562)
- Create field WasFatal as boolean - Oversample tool on field WasFatal = Yes at 50% level - Logistic Regression tool on all the fields noted (- Casualty Class with lowest P Value: Pedestrian: 0.00011 - Coefficient estimate: 1.86759 - Gender: Male)