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alex-mucci / TNC-Demand-Model

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Filtering Unrealistic Chicago RH Trips #10

Open alex-mucci opened 3 years ago

alex-mucci commented 3 years ago

Currently I am filtering out the trips that have a trip distance greater than 50 miles and a trip length greater than 2 hours.

Should I instead replace the values greater than the max values with the max values? Replacing the values would avoid dropping trips from the analysis, but could skew the trip length and distance to the max values. My initial reaction was to filter the trips out, but what is your thoughts @gregerhardt?

alex-mucci commented 3 years ago

After discussion with Dr. Erhardt, the trips will be filtered out. The effect will be negligible.

alex-mucci commented 3 years ago

I am using speed instead of travel time or distance because it incorporates both. I am filtering out trips with an average speed of less than 1mph and greater than 60mph.