Please identify all the independent and dependent variables in this data set. Particularly the Independent variables.

And what types of experimental questions can you ask about this data set? For example can you compare Diamond Carat and Price? What else ?

Thank you.

id carat cut color clarity depth table price x_length_mm y_width_mm z_depth_mm 1 0.23 Ideal E S12 61.5 55 326 3.95 3.98 2.43 2 0.21 Premium E SI1 59.8 61 326 3.89 3.84 2.31 3 0.23 Good E VS1 56.9 65 327 4.05 4.07 2.31