For the problem statement, you need to identify the following things from the data:
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Visualize the highway alignment within the Jupyter Notebook along with the location and labels of the Toll Plazas.
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There have been reports that people have been able bypass toll-plazas on entry and it is leading to losses of revenue. There are two toll-able segments in the data (AB/BA) and (CD/DC). The toll is to be a deducted at the entry to a segment. Sometimes the toll-plaza lets some people go without deducting their entry or people have been able to find an unofficial bypass allowing them to skip and entry gate.
- a. Investigate if there is any toll-leakage, if so at which segment/toll-plaza?
- b. Number of trips which were possibly bypassed toll?
- c. What is the possible revenue loss that is happening pertaining to those trips?
- The speed of a particular vehicle on a particular stretch in a particular direction depends on multiple factors such as the traffic, vehicle type, condition of the road, direction etc.
- a. From the data available, identify average/median/quartile speeds of vehicles on AB and CD stretches in each direction.
- b. Does the speed vary by type of vehicle anywhere?
- You have been provided data on the condition of the road LaneIRI values for each direction on the highway. Does the average speed calculated for all vehicles