step,rule,n_before,n_after,n_removed,rationale 0,raw input,1000,1000,0,all rows read 1,drop rows with missing school_id/treated/score,1000,1000,0,cannot be used in OLS 2,drop duplicate student_id,1000,1000,0,student_id must be unique