Multilabel Clustering

Is there any way or reference to have clustering a dataset and predict each data for multi labels?

For weather prediction example, one day’s weather can be windy+dry+shinny, there will be 3 labels for that day.

Right now I can only predict each data in datasets and get single label for them.

Is there any recommend algorithm?