1step,rule,n_before,n_after,n_removed,rationale21,drop rows with any missing value,1200,1200,0,complete cases required for OLS32,drop duplicate firm_id,1200,1200,0,one row per firm43,drop training_hours < 0,1200,1188,12,hours per employee cannot be negative; treated as invalid records5