I am trying to determine the apt algorithm for a ranking problem that I am working on. I have social media metrics - engagement, sentiment, audience size etc for several brands and am looking for a ranking / classification algorithm to rank them.
I am not sure if I have a dependent variable or label class for classical classification algorithms.
The data is aggregated by brands and algorithms needs to rank the brands based on the metrics.
Any ideas would be much appreciated.