Bucket sort has uniformly distributed data
Bucket sort will be slower if the data distribution is highly non-uniform.  The primary advantage of bucket sort over other sorting algorithm is that it is faster when the data is uniformly distributed; so if the data is highly non-uniformly  distributed, the advantages of bucket sort may evaporate.