A little background,
The dataset I've been given (to hopefully analyze) where a group of people have coded 288 music videos for the presence or absence of 88 different variables (e.g. band members wearing flannel shirts, or song is in verse/chorus form). Each row is a song, and each of the 88 columns has a 0 or 1, indicating presence or absence of the variable, respectively. The dataset looks something like this:
SongName . Var1 . Var2. ... Var88
SongA . 0 . 1 . ... 1
SongB . 1 . 0 . ... 0
SongC . 0 . 0 . ... 0
I was told to "explore relationships" between these variables, but I am unsure of how to proceed. There is no dependent variable (all of the videos are from a similar group of songs).
I originally thought about some sort of massive chi-square test, or calculating chi-square for each combination of variables, but neither of these seem right either.
Any help on ideas of how to proceed would be very helpful! Thanks!