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I was able to finish in under 10 minutes, but I prettied it up with containers and made it dynamic by having the results of the regression fed back into the workflow to dynamically produce the results for #4 & #5.
This lap was tricky but was able to complete it with a few seconds to spare as long as my finger hit the timer right ;) It would have been a bit quicker if it wasn't for the logistic regression getting hung up at 19% for the longest time...
My Answers
1) 1.817001
2) 4663
3) 2562
Logistic Regression
1) Casuality Class Pedestrian with Coefficient 1.86751
2) Male most likely to have accident with Coefficient 0.91196
Differences to provided solution probably due to using the auto field tool that set age to numeric rather than string