I have to clusterize this dataset in which I have houses and water consumption in this form: $$ House1 = (x_{1},x_{2}... x_{n});\\ House2 = (y_{1},y_{2}... y_{n});\\ House3 = (z_{1},z_{2}... z_{n});\\ $$ where $x_{i}$ is the daily consumption in liters while $n$ is a fixed parameter (length of dataset).
I need to cluster these houses in k clusters based on their water consumption.
My question is: how can I handle data expressed in this form to feed in the clustering algorithm? Maybe I will have to agglomerate each vector in some real value?