x <- array(list('g' ,'Many' ,'Often' ,'Both' ,'Outside' ,'Same' ,'Boys' ,'Usually' ,'Usually' ,'Yes' ,'Yes' ,'Rarely' ,'g' ,'Few' ,'Not_bul' ,'Physical' ,'Outside' ,'Same' ,'Boys' ,'Usually' ,'Rarely' ,'Yes' ,'No' ,'Dont_bul' ,'g' ,'Many' ,'Rarely' ,'Mental' ,'Outside' ,'Same' ,'Girls' ,'Dont_know' ,'Dont_know' ,'Yes' ,'No' ,'Dont_bul' ,'g' ,'Many' ,'Rarely' ,'Mental' ,'Not_bul' ,'Differnt' ,'Boys' ,'Dont_know' ,'Rarely' ,'No' ,'Yes' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Physical' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Physical' ,'Outside' ,'Differnt' ,'Boys' ,'Dont_know' ,'Dont_know' ,'No' ,'No' ,'Dont_bul' ,'b' ,'One' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Same' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Few' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Rarely' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'One' ,'Rarely' ,'Mental' ,'Inside' ,'Same' ,'Boys' ,'Dont_know' ,'Rarely' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Few' ,'Often' ,'Mental' ,'Outside' ,'Both' ,'Boys' ,'Rarely' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Many' ,'Often' ,'Mental' ,'Outside' ,'Same' ,'Both' ,'Usually' ,'Sometimes' ,'No' ,'Yes' ,'Dont_bul' ,'b' ,'One' ,'Often' ,'Both' ,'Outside' ,'Differnt' ,'Boys' ,'Rarely' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Mental' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Mental' ,'Not_bul' ,'Differnt' ,'Boys' ,'Sometimes' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Both' ,'Both' ,'Both' ,'Boys' ,'Rarely' ,'Usually' ,'Yes' ,'Yes' ,'Rarely' ,'b' ,'Many' ,'Not_bul' ,'Mental' ,'Outside' ,'Differnt' ,'Boys' ,'Dont_know' ,'Usually' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Sometimes' ,'Sometimes' ,'Yes' ,'Yes' ,'Dont_bul' ,'b' ,'Few' ,'Rarely' ,'Not_bul' ,'Outside' ,'Differnt' ,'Boys' ,'Dont_know' ,'Dont_know' ,'No' ,'No' ,'Dont_bul' ,'b' ,'Few' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Few' ,'Not_bul' ,'Not_bul' ,'Inside' ,'Same' ,'Boys' ,'Rarely' ,'Dont_know' ,'No' ,'Yes' ,'Dont_bul' ,'g' ,'Few' ,'Often' ,'Mental' ,'Outside' ,'Differnt' ,'Girls' ,'Dont_know' ,'Dont_know' ,'No' ,'No' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Both' ,'Outside' ,'Differnt' ,'Boys' ,'Usually' ,'Rarely' ,'No' ,'Yes' ,'Rarely' ,'b' ,'Few' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Mental' ,'Not_bul' ,'Not_bul' ,'Boys' ,'Dont_know' ,'Usually' ,'Yes' ,'No' ,'Dont_bul' ,'b' ,'Few' ,'Rarely' ,'Both' ,'Outside' ,'Differnt' ,'Boys' ,'Dont_know' ,'Dont_know' ,'Yes' ,'Yes' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Both' ,'Outside' ,'Same' ,'Boys' ,'Dont_know' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Few' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Both' ,'Both' ,'Same' ,'Both' ,'Usually' ,'Usually' ,'Yes' ,'Yes' ,'Often' ,'g' ,'One' ,'Often' ,'Mental' ,'Outside' ,'Differnt' ,'Both' ,'Sometimes' ,'Usually' ,'No' ,'Yes' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Both' ,'Both' ,'Differnt' ,'Both' ,'Usually' ,'Rarely' ,'Yes' ,'Yes' ,'Dont_bul' ,'g' ,'Many' ,'Rarely' ,'Physical' ,'Outside' ,'Differnt' ,'Boys' ,'Dont_know' ,'Dont_know' ,'No' ,'No' ,'Dont_bul' ,'b' ,'Few' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Mental' ,'Inside' ,'Differnt' ,'Boys' ,'Sometimes' ,'Sometimes' ,'No' ,'Yes' ,'Dont_bul' ,'g' ,'Many' ,'Often' ,'Mental' ,'Inside' ,'Differnt' ,'Both' ,'Dont_know' ,'Usually' ,'Yes' ,'Yes' ,'Often' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Few' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'None' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Few' ,'Rarely' ,'Both' ,'Not_bul' ,'Same' ,'Girls' ,'Rarely' ,'Rarely' ,'No' ,'Yes' ,'Rarely' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Few' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Rarely' ,'b' ,'Few' ,'Rarely' ,'Physical' ,'Outside' ,'Differnt' ,'Boys' ,'Rarely' ,'Sometimes' ,'Yes' ,'No' ,'Rarely' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Few' ,'Often' ,'Mental' ,'Outside' ,'Differnt' ,'Girls' ,'Usually' ,'Rarely' ,'No' ,'Yes' ,'Dont_bul' ,'g' ,'Many' ,'Often' ,'Both' ,'Outside' ,'Differnt' ,'Both' ,'Dont_know' ,'Sometimes' ,'Yes' ,'Yes' ,'Rarely' ,'b' ,'Few' ,'Rarely' ,'Physical' ,'Outside' ,'Differnt' ,'Boys' ,'Usually' ,'Dont_know' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Few' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Rarely' ,'Mental' ,'Both' ,'Both' ,'Boys' ,'Sometimes' ,'Sometimes' ,'No' ,'No' ,'Rarely' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Sometimes' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Rarely' ,'b' ,'Few' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Rarely' ,'Mental' ,'Outside' ,'Same' ,'Girls' ,'Sometimes' ,'Usually' ,'No' ,'Yes' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Often' ,'Not_bul' ,'Outside' ,'Same' ,'Boys' ,'Usually' ,'Sometimes' ,'Yes' ,'Yes' ,'Dont_bul' ,'g' ,'Many' ,'Often' ,'Mental' ,'Both' ,'Both' ,'Girls' ,'Usually' ,'Usually' ,'No' ,'Yes' ,'Often' ,'g' ,'Many' ,'Rarely' ,'Mental' ,'Outside' ,'Same' ,'Girls' ,'Dont_know' ,'Rarely' ,'Yes' ,'Yes' ,'Often' ,'b' ,'Many' ,'Often' ,'Both' ,'Both' ,'Differnt' ,'Boys' ,'Sometimes' ,'Sometimes' ,'No' ,'Yes' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Both' ,'Outside' ,'Differnt' ,'Boys' ,'Sometimes' ,'Dont_know' ,'No' ,'Yes' ,'Rarely' ,'g' ,'None' ,'Rarely' ,'Not_bul' ,'Outside' ,'Not_bul' ,'Girls' ,'Dont_know' ,'Dont_know' ,'Yes' ,'No' ,'Dont_bul' ,'b' ,'One' ,'Rarely' ,'Mental' ,'Outside' ,'Same' ,'Boys' ,'Dont_know' ,'Dont_know' ,'Yes' ,'No' ,'Rarely' ,'g' ,'Few' ,'Rarely' ,'Mental' ,'Outside' ,'Same' ,'Girls' ,'Dont_know' ,'Rarely' ,'Yes' ,'Yes' ,'Often' ,'b' ,'Few' ,'Often' ,'Mental' ,'Outside' ,'Same' ,'Boys' ,'Usually' ,'Dont_know' ,'No' ,'Yes' ,'Rarely' ,'b' ,'Many' ,'Not_bul' ,'Mental' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Rarely' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Physical' ,'Inside' ,'Same' ,'Boys' ,'Rarely' ,'Sometimes' ,'No' ,'Yes' ,'Often' ,'g' ,'Few' ,'Rarely' ,'Mental' ,'Outside' ,'Same' ,'Girls' ,'Rarely' ,'Rarely' ,'No' ,'Yes' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Few' ,'Rarely' ,'Both' ,'Both' ,'Both' ,'Both' ,'Usually' ,'Usually' ,'Yes' ,'Yes' ,'Rarely' ,'g' ,'Many' ,'Rarely' ,'Mental' ,'Both' ,'Both' ,'Both' ,'Sometimes' ,'Sometimes' ,'No' ,'Yes' ,'Rarely' ,'g' ,'Many' ,'Not_bul' ,'Mental' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Mental' ,'Outside' ,'Same' ,'Boys' ,'Sometimes' ,'Sometimes' ,'No' ,'No' ,'Rarely' ,'b' ,'Many' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Rarely' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Sometimes' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Mental' ,'Outside' ,'Same' ,'Boys' ,'Usually' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'g' ,'One' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Rarely' ,'Mental' ,'Outside' ,'Same' ,'Both' ,'Dont_know' ,'Sometimes' ,'No' ,'No' ,'Rarely' ,'g' ,'Few' ,'Not_bul' ,'Mental' ,'Both' ,'Same' ,'Both' ,'Sometimes' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Few' ,'Often' ,'Physical' ,'Outside' ,'Differnt' ,'Both' ,'Dont_know' ,'Dont_know' ,'Yes' ,'Yes' ,'Dont_bul' ,'b' ,'Few' ,'Often' ,'Not_bul' ,'Outside' ,'Same' ,'Boys' ,'Usually' ,'Dont_know' ,'No' ,'No' ,'Rarely' ,'b' ,'Few' ,'Often' ,'Physical' ,'Not_bul' ,'Differnt' ,'Boys' ,'Rarely' ,'Rarely' ,'Yes' ,'No' ,'Rarely' ,'g' ,'Many' ,'Not_bul' ,'Mental' ,'Inside' ,'Same' ,'Not_bul' ,'Sometimes' ,'Sometimes' ,'Yes' ,'No' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Mental' ,'Inside' ,'Differnt' ,'Boys' ,'Dont_know' ,'Sometimes' ,'No' ,'Yes' ,'Rarely' ,'b' ,'Many' ,'Rarely' ,'Mental' ,'Both' ,'Both' ,'Boys' ,'Dont_know' ,'Dont_know' ,'Yes' ,'Yes' ,'Rarely' ,'g' ,'Few' ,'Often' ,'Mental' ,'Both' ,'Same' ,'Girls' ,'Rarely' ,'Dont_know' ,'No' ,'Yes' ,'Rarely' ,'g' ,'Many' ,'Often' ,'Mental' ,'Both' ,'Same' ,'Girls' ,'Sometimes' ,'Dont_know' ,'Yes' ,'Yes' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Mental' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Few' ,'Often' ,'Mental' ,'Outside' ,'Not_bul' ,'Both' ,'Usually' ,'Rarely' ,'No' ,'Yes' ,'Dont_bul' ,'g' ,'One' ,'Often' ,'Both' ,'Both' ,'Both' ,'Girls' ,'Sometimes' ,'Sometimes' ,'Yes' ,'Yes' ,'Dont_bul' ,'g' ,'Many' ,'Often' ,'Mental' ,'Outside' ,'Same' ,'Girls' ,'Dont_know' ,'Sometimes' ,'No' ,'Yes' ,'Rarely' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Sometimes' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Rarely' ,'Mental' ,'Both' ,'Same' ,'Girls' ,'Sometimes' ,'Sometimes' ,'Yes' ,'Yes' ,'Dont_bul' ,'g' ,'Many' ,'Often' ,'Mental' ,'Both' ,'Both' ,'Boys' ,'Dont_know' ,'Dont_know' ,'Yes' ,'No' ,'Dont_bul' ,'b' ,'Few' ,'Rarely' ,'Mental' ,'Both' ,'Both' ,'Boys' ,'Sometimes' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Physical' ,'Both' ,'Differnt' ,'Boys' ,'Sometimes' ,'Sometimes' ,'Not_bul' ,'No' ,'Dont_bul' ,'g' ,'Many' ,'Often' ,'Both' ,'Inside' ,'Same' ,'Girls' ,'Dont_know' ,'Sometimes' ,'Yes' ,'Yes' ,'Often' ,'g' ,'Many' ,'Rarely' ,'Physical' ,'Outside' ,'Same' ,'Boys' ,'Sometimes' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Rarely' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Few' ,'Often' ,'Both' ,'Outside' ,'Both' ,'Boys' ,'Sometimes' ,'Rarely' ,'Yes' ,'No' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Not_bul' ,'Outside' ,'Both' ,'Boys' ,'Sometimes' ,'Sometimes' ,'No' ,'No' ,'Often' ,'b' ,'Few' ,'Rarely' ,'Physical' ,'Outside' ,'Same' ,'Boys' ,'Rarely' ,'Rarely' ,'No' ,'No' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Both' ,'Outside' ,'Differnt' ,'Boys' ,'Sometimes' ,'Rarely' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Often' ,'Both' ,'Both' ,'Both' ,'Boys' ,'Dont_know' ,'Sometimes' ,'No' ,'Yes' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Both' ,'Outside' ,'Both' ,'Boys' ,'Dont_know' ,'Sometimes' ,'No' ,'Yes' ,'Rarely' ,'b' ,'Many' ,'Often' ,'Physical' ,'Outside' ,'Same' ,'Boys' ,'Rarely' ,'Rarely' ,'No' ,'Yes' ,'Rarely' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Few' ,'Rarely' ,'Mental' ,'Inside' ,'Same' ,'Girls' ,'Dont_know' ,'Sometimes' ,'No' ,'No' ,'Rarely' ,'g' ,'One' ,'Often' ,'Mental' ,'Both' ,'Same' ,'Girls' ,'Dont_know' ,'Rarely' ,'No' ,'Yes' ,'Rarely' ,'g' ,'Few' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Sometimes' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Rarely' ,'b' ,'Many' ,'Rarely' ,'Mental' ,'Outside' ,'Differnt' ,'Boys' ,'Dont_know' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Few' ,'Rarely' ,'Mental' ,'Outside' ,'Same' ,'Boys' ,'Rarely' ,'Rarely' ,'No' ,'Yes' ,'Rarely' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Mental' ,'Both' ,'Both' ,'Boys' ,'Rarely' ,'Sometimes' ,'Yes' ,'No' ,'Often' ,'g' ,'Many' ,'Rarely' ,'Physical' ,'Outside' ,'Differnt' ,'Boys' ,'Sometimes' ,'Dont_know' ,'Yes' ,'Yes' ,'Dont_bul' ,'g' ,'Many' ,'Rarely' ,'Both' ,'Outside' ,'Both' ,'Boys' ,'Sometimes' ,'Dont_know' ,'No' ,'Yes' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Sometimes' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Rarely' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Rarely' ,'Usually' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Sometimes' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Often' ,'g' ,'Many' ,'Often' ,'Mental' ,'Outside' ,'Same' ,'Girls' ,'Rarely' ,'Sometimes' ,'No' ,'No' ,'Rarely' ,'b' ,'Many' ,'Rarely' ,'Physical' ,'Outside' ,'Same' ,'Boys' ,'Sometimes' ,'Dont_know' ,'Yes' ,'Yes' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Mental' ,'Outside' ,'Differnt' ,'Boys' ,'Dont_know' ,'Rarely' ,'No' ,'No' ,'Rarely' ,'g' ,'Few' ,'Often' ,'Mental' ,'Outside' ,'Both' ,'Both' ,'Usually' ,'Dont_know' ,'Yes' ,'No' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Both' ,'Outside' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Rarely' ,'g' ,'Few' ,'Often' ,'Mental' ,'Outside' ,'Differnt' ,'Boys' ,'Dont_know' ,'Dont_know' ,'No' ,'No' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Mental' ,'Outside' ,'Both' ,'Boys' ,'Dont_know' ,'Usually' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Few' ,'Rarely' ,'Mental' ,'Both' ,'Same' ,'Boys' ,'Dont_know' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Few' ,'Often' ,'Mental' ,'Outside' ,'Same' ,'Girls' ,'Dont_know' ,'Sometimes' ,'No' ,'Yes' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'One' ,'Rarely' ,'Mental' ,'Outside' ,'Same' ,'Girls' ,'Dont_know' ,'Rarely' ,'No' ,'No' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Both' ,'Outside' ,'Same' ,'Boys' ,'Usually' ,'Sometimes' ,'No' ,'Yes' ,'Dont_bul' ,'g' ,'Few' ,'Often' ,'Both' ,'Outside' ,'Same' ,'Boys' ,'Sometimes' ,'Sometimes' ,'No' ,'Yes' ,'Rarely' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Usually' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Few' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Sometimes' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Sometimes' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Both' ,'Outside' ,'Same' ,'Boys' ,'Dont_know' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Mental' ,'Outside' ,'Both' ,'Boys' ,'Sometimes' ,'Sometimes' ,'No' ,'No' ,'Rarely' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Mental' ,'Outside' ,'Same' ,'Boys' ,'Dont_know' ,'Sometimes' ,'No' ,'No' ,'Rarely' ,'g' ,'None' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Mental' ,'Outside' ,'Same' ,'Boys' ,'Dont_know' ,'Sometimes' ,'No' ,'No' ,'Rarely' ,'b' ,'Many' ,'Rarely' ,'Physical' ,'Outside' ,'Same' ,'Boys' ,'Rarely' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'b' ,'Few' ,'Rarely' ,'Mental' ,'Outside' ,'Same' ,'Boys' ,'Usually' ,'Rarely' ,'Yes' ,'No' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Mental' ,'Outside' ,'Differnt' ,'Boys' ,'Sometimes' ,'Rarely' ,'No' ,'No' ,'Rarely' ,'g' ,'Many' ,'Often' ,'Both' ,'Both' ,'Both' ,'Boys' ,'Sometimes' ,'Dont_know' ,'No' ,'No' ,'Rarely' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Often' ,'g' ,'One' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Sometimes' ,'Usually' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Often' ,'Mental' ,'Not_bul' ,'Not_bul' ,'Both' ,'Sometimes' ,'Sometimes' ,'Yes' ,'Yes' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Physical' ,'Outside' ,'Same' ,'Boys' ,'Dont_know' ,'Sometimes' ,'Yes' ,'Yes' ,'Dont_bul' ,'b' ,'Many' ,'Often' ,'Mental' ,'Inside' ,'Not_bul' ,'Both' ,'Sometimes' ,'Sometimes' ,'No' ,'Yes' ,'Often' ,'g' ,'Many' ,'Rarely' ,'Mental' ,'Inside' ,'Same' ,'Boys' ,'Dont_know' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Few' ,'Often' ,'Not_bul' ,'Outside' ,'Same' ,'Both' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Rarely' ,'Physical' ,'Outside' ,'Differnt' ,'Boys' ,'Sometimes' ,'Sometimes' ,'Yes' ,'Yes' ,'Rarely' ,'g' ,'Many' ,'Rarely' ,'Both' ,'Both' ,'Both' ,'Both' ,'Sometimes' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Sometimes' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Rarely' ,'Mental' ,'Outside' ,'Differnt' ,'Boys' ,'Rarely' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'b' ,'Few' ,'Rarely' ,'Mental' ,'Outside' ,'Differnt' ,'Boys' ,'Dont_know' ,'Dont_know' ,'No' ,'Yes' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Mental' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Sometimes' ,'Sometimes' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Few' ,'Rarely' ,'Physical' ,'Not_bul' ,'Differnt' ,'Boys' ,'Usually' ,'Sometimes' ,'No' ,'No' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Mental' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Rarely' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Often' ,'Both' ,'Both' ,'Same' ,'Both' ,'Dont_know' ,'Sometimes' ,'No' ,'Yes' ,'Often' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Usually' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'g' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Usually' ,'Dont_know' ,'Not_bul' ,'Not_bul' ,'Dont_bul' ,'b' ,'Many' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Not_bul' ,'Dont_know' ,'Usually' ,'Not_bul' ,'Not_bul' ,'Dont_bul') ,dim=c(12 ,193) ,dimnames=list(c('gender' ,'friends' ,'how_often_bullied' ,'type_of_bullying' ,'where_bullied' ,'which_year' ,'gender_of_bully' ,'teachers_stop' ,'children_stop' ,'told_teacher' ,'told_home' ,'how_often_bully') ,1:193)) y <- array(NA,dim=c(12,193),dimnames=list(c('gender','friends','how_often_bullied','type_of_bullying','where_bullied','which_year','gender_of_bully','teachers_stop','children_stop','told_teacher','told_home','how_often_bully'),1:193)) for (i in 1:dim(x)[1]) { for (j in 1:dim(x)[2]) { y[i,j] <- as.numeric(x[i,j]) } } par3 = 'Pearson Chi-Square' par2 = '4' par1 = '1' ylab = 'Y Variable Name' xlab = 'X Variable Name' main = 'Title Goes Here' #'GNU S' R Code compiled by R2WASP v. 1.0.44 () #Author: Dr. Ian E. Holliday #To cite this work: Ian E. Holliday, 2009, STARS Bullying Study (v1.0.1) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/Ian.Holliday/rwasp_STARS_Bullying_Study_alt.wasp#output/ #Source of accompanying publication: #Technical description: cat1 <- as.numeric(par1) # cat2<- as.numeric(par2) # simulate.p.value=FALSE if (par3 == 'Exact Pearson Chi Square by simulation') simulate.p.value=TRUE x <- t(x) (z <- array(unlist(x),dim=c(length(x[,1]),length(x[1,])))) (table1 <- table(z[,cat1],z[,cat2])) (V1<-dimnames(y)[[1]][cat1]) (V2<-dimnames(y)[[1]][cat2]) #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab load(file="/var/www/html/rcomp/createtable") a<-table.start() a<-table.row.start(a) a<-table.element(a,'Tabulation of Results',ncol(table1)+1,TRUE) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,paste(V1,' x ', V2),ncol(table1)+1,TRUE) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a, ' ', 1,TRUE) for(nc in 1:ncol(table1)){ a<-table.element(a, colnames(table1)[nc], 1, TRUE) } a<-table.row.end(a) for(nr in 1:nrow(table1) ){ a<-table.element(a, rownames(table1)[nr], 1, TRUE) for(nc in 1:ncol(table1) ){ a<-table.element(a, table1[nr, nc], 1, FALSE) } a<-table.row.end(a) } a<-table.end(a) table.save(a,file="/var/www/html/rcomp/tmp/1rxka1259281928.tab") (cst<-chisq.test(table1, simulate.p.value=simulate.p.value) ) a<-table.start() a<-table.row.start(a) a<-table.element(a,'Tabulation of Expected Results',ncol(table1)+1,TRUE) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,paste(V1,' x ', V2),ncol(table1)+1,TRUE) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a, ' ', 1,TRUE) for(nc in 1:ncol(table1)){ a<-table.element(a, colnames(table1)[nc], 1, TRUE) } a<-table.row.end(a) for(nr in 1:nrow(table1) ){ a<-table.element(a, rownames(table1)[nr], 1, TRUE) for(nc in 1:ncol(table1) ){ a<-table.element(a, round(cst$expected[nr, nc], digits=2), 1, FALSE) } a<-table.row.end(a) } a<-table.end(a) table.save(a,file="/var/www/html/rcomp/tmp/2pen21259281928.tab") a<-table.start() a<-table.row.start(a) a<-table.element(a,'Statistical Results',2,TRUE) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a, cst$method, 2,TRUE) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a, 'Chi Square Statistic', 1, TRUE) a<-table.element(a, round(cst$statistic, digits=2), 1,FALSE) a<-table.row.end(a) if(!simulate.p.value){ a<-table.row.start(a) a<-table.element(a, 'Degrees of Freedom', 1, TRUE) a<-table.element(a, cst$parameter, 1,FALSE) a<-table.row.end(a) } a<-table.row.start(a) a<-table.element(a, 'P value', 1, TRUE) a<-table.element(a, round(cst$p.value, digits=2), 1,FALSE) a<-table.row.end(a) a<-table.end(a) table.save(a,file="/var/www/html/rcomp/tmp/3u0341259281928.tab")