how to get a dictionary with mean for every type of attribute

So in case you want all means for a specific column, say ‘b’, you can just use groupby and aggregate by mean. For example:

mean_df = df2.groupby("b").mean()

Output:

   a  c
b      
2  4  4
5  4  6