I have a dataframe with multiple features, where I'm selecting 3 features to cluster on. Ex.
Col1 | Col2 | Col3 ------------------- A | 1 | i B | 1 | j C | 2 | k D | 3 | j
I'm trying to cluster such that If there is a matching value in any two columns, it will add that row to the same cluster, for all matches within the values in a cluster.
So from this table, my intended output for a cluster would be:
A | 1 | i B | 1 | j D | 3 | j
Is there a clustering algorithm that I can use to achieve this type of clustering?