Data clustering with kmeans with data in columns


I have data stored in matrix. Each column represents data of particular frequency.

I would like to find out similarities between frequencies.

I want to use any clustering algo or algo which can help me find out similarities.

Can anyone suggest on how can i proceed.

I am beginner to machine learning hence need help.