Challenge: Corrected Metrics Across Taxi Types
Average trip duration across different taxi types looks a bit strange. Every taxi type has an average trip duration greater than 1 hour (most of them even greater than 2 hours), while the average distance is less than 10 km. That's extremely slow!
Let's make some corrections and assume that not all noisy data were removed.
Swipe to start coding
- Within the
printfunction calculate the proportion of long trips (with adurationat least of 3 hours). Remember, thatdurationcolumn is measured in seconds. - Calculate average trip distance (
dist_meters) and trip duration (duration) across each taxi type (vendor_idcolumn) for trips with a duration less than 3 hours.
Solution
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Completion rate improved to 3.23Challenge: Corrected Metrics Across Taxi Types
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Average trip duration across different taxi types looks a bit strange. Every taxi type has an average trip duration greater than 1 hour (most of them even greater than 2 hours), while the average distance is less than 10 km. That's extremely slow!
Let's make some corrections and assume that not all noisy data were removed.
Swipe to start coding
- Within the
printfunction calculate the proportion of long trips (with adurationat least of 3 hours). Remember, thatdurationcolumn is measured in seconds. - Calculate average trip distance (
dist_meters) and trip duration (duration) across each taxi type (vendor_idcolumn) for trips with a duration less than 3 hours.
Solution
Switch to desktop for real-world practiceContinue from where you are using one of the options belowThanks for your feedback!
Awesome!
Completion rate improved to 3.23single
