Ride duration constraints
Values that are out of range can throw off an analysis, so it's important to catch them early on. In this exercise, you'll be examining the duration_min column more closely. Bikes are not allowed to be kept out for more than 24 hours, or 1440 minutes at a time, but issues with some of the bikes caused inaccurate recording of the time they were returned.
In this exercise, you'll replace erroneous data with the range limit (1440 minutes), however, you could just as easily replace these values with NAs.
dplyr, assertive, and ggplot2 are loaded and bike_share_rides is available.
This exercise is part of the course
Cleaning Data in R
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Create breaks
breaks <- c(___, 0, 1440, ___)
# Create a histogram of duration_min
ggplot(___, aes(___)) +
___(breaks = ___)