Hi good afternoon. While working on this project I started to check the odometer data and I feel a bit confused. Even if almost 35% of the rows in the provided dataset use 150000km as the value for the odometer, It’s hard for me to understarnd if it’s a coincidence or if all of them are outliers. In the case of the price it was much clear because there were only a few cars worth over 1 million dollars and they were clear outliers.
How do you think I should deal with the odometer related rows without having any knowledge related to the cars business itself? Should I treat them as outliers? Is there a strategy for knowing when to treat them like outliers and when not?
In advance thanks