Time would work in a regression model, but it may be more useful to code it as a categorical variable so that it can be run in the same model with channel and team, which are natural categorical variables.

Just in case anyone is going to try and run it. There's a bit more coding with that raw data that needs to be done before it's ready, so I'm going to pass on running the analysis.