I think this is a slightly neater solution:
df.insert(0,'mean', df.pop("mean"))
This solution is somewhat similar to @JoeHeffer 's solution but this is one liner.
Here we remove the column "mean"
from the dataframe and attach it to index 0
with the same column name.