Save only id which has minimum time

Question

I have a dataframe looks like :

id     TakingTime
1       xx-xx-xxxx
1       xx-xx-xxxx
1       xx-xx-xxxx
1       xx-xx-xxxx
2       xx-xx-xxxx
2       xx-xx