Say I wanted to rank my own personal collection of songs by retention/engagement— are there any open source libraries or crisp descriptions of algorithms/statis

Say I wanted to rank my own personal collection of songs by retention/engagement— are there any open source libraries or crisp descriptions of algorithms/statistical models that one could use?