1 OPTIONS NONOTES NOSTIMER NOSOURCE NOSYNTAXCHECK;7273 /************************ mathpeek.sas *************************/74 title 'Prediction of Performance in First-year Calculus';75 title2 'Read data and locate problems';7677 data math;78 infile '/home/u1407221/441s24/data/math.data.txt';79 input id course precalc calc gpa calculus english mark lang $ sex $80 nation1 nation2 sample;8182 /* proc contents; */8384NOTE: The infile '/home/u1407221/441s24/data/math.data.txt' is:Filename=/home/u1407221/441s24/data/math.data.txt,Owner Name=u1407221,Group Name=oda,Access Permission=-rw-r--r--,Last Modified=10Feb2024:16:04:10,File Size (bytes)=90324NOTE: 1158 records were read from the infile '/home/u1407221/441s24/data/math.data.txt'.The minimum record length was 76.The maximum record length was 76.NOTE: The data set WORK.MATH has 1158 observations and 13 variables.NOTE: DATA statement used (Total process time):real time 0.03 secondsuser cpu time 0.00 secondssystem cpu time 0.00 secondsmemory 786.68kOS Memory 25512.00kTimestamp 02/10/2024 09:04:43 PMStep Count 24 Switch Count 2Page Faults 0Page Reclaims 186Page Swaps 0Voluntary Context Switches 23Involuntary Context Switches 0Block Input Operations 184Block Output Operations 26485 proc freq data=math;86 title3 'Frequency distributions of all variables'; /* Don't print this! */87 tables _all_;8889 /* After looking at frequency distributions, locate problem cases if necessary */90NOTE: There were 1158 observations read from the data set WORK.MATH.NOTE: PROCEDURE FREQ used (Total process time):real time 0.82 secondsuser cpu time 0.81 secondssystem cpu time 0.01 secondsmemory 7935.37kOS Memory 33452.00kTimestamp 02/10/2024 09:04:44 PMStep Count 25 Switch Count 4Page Faults 0Page Reclaims 2391Page Swaps 0Voluntary Context Switches 24Involuntary Context Switches 1Block Input Operations 0Block Output Operations 90491 proc print data=math;92 title3 'Strange marks in HS English';93 where english=0 or english > 100;94NOTE: There were 11 observations read from the data set WORK.MATH.WHERE (english=0) or (english>100);NOTE: PROCEDURE PRINT used (Total process time):real time 0.03 secondsuser cpu time 0.03 secondssystem cpu time 0.01 secondsmemory 1001.43kOS Memory 32940.00kTimestamp 02/10/2024 09:04:44 PMStep Count 26 Switch Count 1Page Faults 0Page Reclaims 234Page Swaps 0Voluntary Context Switches 8Involuntary Context Switches 0Block Input Operations 0Block Output Operations 3295 proc print data=math;96 title3 'Students with Strange High School Marks';97 where gpa = 0 or98 english=0 or english > 100 or99 calculus=0 or calculus>100;100101102103 OPTIONS NONOTES NOSTIMER NOSOURCE NOSYNTAXCHECK;115