How to handle various units in a single attribute / feature using Pandas?
I will recommend to change the different value to same unit first of all. For example, you can make all the value to kg or whatever suits best for you, and then perform the standard scale.
I have a dataset, on which i am working on Data Cleaning part, where one of the attribute or feature is having the values with various units. for example some of the values are as follow.
1 kg; 6 LB; 900 gms; 32 oz; etc.
If i use the standard scaler then it will not be fair as the values and their units are different, so cannot treat them as is.
Please do suggest how to handle such data.