jupyter-task/Students_Grading_Dataset.csv

Student_ID,First_Name,Last_Name,Email,Gender,Age,Department,Attendance (%),Midterm_Score,Final_Score,Assignments_Avg,Quizzes_Avg,Participation_Score,Projects_Score,Total_Score,Grade,Study_Hours_per_Week,Extracurricular_Activities,Internet_Access_at_Home,Parent_Education_Level,Family_Income_Level,Stress_Level (1-10),Sleep_Hours_per_Night
S1000,Omar,Williams,student0@university.com,Female,22,Engineering,52.29,55.03,57.82,84.22,74.06,3.99,85.9,56.09,F,6.2,No,Yes,High School,Medium,5,4.7
S1001,Maria,Brown,student1@university.com,Male,18,Engineering,97.27,97.23,45.8,,94.24,8.32,55.65,50.64,A,19.0,No,Yes,None,Medium,4,9.0
S1002,Ahmed,Jones,student2@university.com,Male,24,Business,57.19,67.05,93.68,67.7,85.7,5.05,73.79,70.3,D,20.7,No,Yes,Master's,Low,6,6.2
S1003,Omar,Williams,student3@university.com,Female,24,Mathematics,95.15,47.79,80.63,66.06,93.51,6.54,92.12,61.63,A,24.8,Yes,Yes,High School,High,3,6.7
S1004,John,Smith,student4@university.com,Female,23,CS,54.18,46.59,78.89,96.85,83.7,5.97,68.42,66.13,F,15.4,Yes,Yes,High School,High,2,7.1
S1005,Liam,Brown,student5@university.com,Male,21,Engineering,,78.85,43.53,71.4,52.2,6.38,67.29,62.08,B,8.5,Yes,Yes,PhD,High,1,5.0
S1006,Ahmed,Jones,student6@university.com,Male,24,Business,57.6,66.26,89.07,84.52,98.4,2.3,93.65,83.21,F,21.3,No,Yes,,Low,5,6.4
S1007,Ahmed,Smith,student7@university.com,Male,19,Engineering,51.91,45.67,73.96,80.12,95.9,3.73,93.24,81.93,F,27.3,Yes,No,None,Medium,4,4.3
S1008,Omar,Smith,student8@university.com,Female,21,CS,85.97,84.42,90.87,57.05,56.33,0.51,94.01,95.62,A,8.0,No,No,Bachelor's,Low,9,8.8
S1009,Sara,Smith,student9@university.com,Female,22,Engineering,64.01,87.96,98.47,96.98,55.63,5.88,78.6,84.99,A,9.6,No,Yes,None,Medium,10,6.4
S1010,John,Smith,student10@university.com,Female,23,CS,85.72,83.52,97.43,67.29,76.95,4.59,97.62,58.25,A,13.2,No,Yes,High School,Low,1,4.1
S1011,Omar,Williams,student11@university.com,Female,20,Engineering,77.75,52.14,91.37,52.24,87.85,7.61,90.95,87.58,C,21.3,No,Yes,Master's,Low,9,7.0
S1012,John,Davis,student12@university.com,Male,21,Engineering,55.44,81.39,40.66,65.02,69.11,2.06,70.78,59.06,F,18.1,No,Yes,Master's,High,8,4.5
S1013,John,Williams,student13@university.com,Male,18,Business,96.61,40.64,93.14,66.78,56.82,4.37,81.48,77.93,A,22.8,No,Yes,None,Medium,10,7.9
S1014,Liam,Williams,student14@university.com,Male,19,Engineering,72.62,58.31,44.5,54.64,75.53,1.81,56.09,53.85,B,5.8,No,Yes,None,Low,4,8.8
S1015,Ahmed,Jones,student15@university.com,Male,18,CS,86.72,63.93,91.07,81.0,66.88,6.14,77.57,52.37,A,25.3,No,Yes,None,High,2,8.6
S1016,Maria,Jones,student16@university.com,Female,21,CS,75.05,90.11,56.81,67.34,67.59,8.48,63.16,73.21,F,29.7,No,Yes,None,Low,3,6.1
S1017,Liam,Davis,student17@university.com,Female,23,Business,80.22,63.42,76.6,81.46,82.25,7.65,64.18,55.25,F,6.2,No,No,PhD,Medium,10,7.6
S1018,Liam,Jones,student18@university.com,Male,20,CS,65.14,40.68,42.28,50.34,94.28,9.44,56.29,65.33,B,17.4,No,Yes,None,Medium,9,4.8
S1019,John,Johnson,student19@university.com,Male,20,Engineering,60.02,61.14,86.27,99.1,77.93,9.72,67.91,66.94,D,23.5,Yes,Yes,PhD,Low,10,4.4
S1020,Emma,Davis,student20@university.com,Male,18,CS,77.13,69.94,46.7,,84.38,7.72,74.07,88.47,D,16.9,No,Yes,High School,Medium,2,8.1
S1021,Ahmed,Jones,student21@university.com,Male,22,Business,72.01,96.94,64.64,82.97,83.0,2.87,80.02,66.63,C,19.8,No,Yes,None,Low,8,7.5
S1022,Sara,Davis,student22@university.com,Male,22,Engineering,69.51,96.46,89.05,85.79,77.56,2.19,65.24,74.72,C,28.0,Yes,Yes,None,Low,10,8.5
S1023,Liam,Williams,student23@university.com,Female,23,CS,83.63,50.85,81.72,58.58,65.54,4.48,89.61,88.63,D,18.5,No,Yes,Master's,Low,1,8.6
S1024,Maria,Williams,student24@university.com,Female,20,CS,84.53,51.11,40.36,55.59,68.89,9.94,76.05,60.24,A,10.9,Yes,Yes,High School,Low,4,5.7
S1025,Emma,Davis,student25@university.com,Male,18,Business,52.3,49.8,64.18,57.63,65.79,4.13,81.9,90.24,C,23.5,No,Yes,High School,High,3,5.6
S1026,Emma,Johnson,student26@university.com,Male,18,Engineering,66.94,87.34,42.52,62.34,95.87,1.99,63.91,91.59,A,14.4,No,Yes,None,Low,10,6.2
S1027,Sara,Johnson,student27@university.com,Male,18,Business,70.59,40.36,80.41,58.41,91.33,9.44,90.71,99.44,D,12.1,Yes,Yes,,Medium,2,7.3
S1028,Liam,Davis,student28@university.com,Female,21,Business,54.84,47.63,98.14,83.7,78.97,3.86,81.21,72.2,D,11.2,Yes,Yes,Bachelor's,Low,3,4.0
S1029,Maria,Jones,student29@university.com,Female,23,Mathematics,61.8,72.28,79.32,71.04,95.61,6.91,93.12,68.53,A,7.0,No,Yes,Master's,High,3,6.7
S1030,Ahmed,Brown,student30@university.com,Female,22,CS,52.58,54.85,53.46,76.89,94.32,7.88,58.0,85.1,F,28.3,No,Yes,High School,Medium,9,4.1
S1031,Ali,Johnson,student31@university.com,Male,22,Mathematics,99.81,45.54,61.31,52.37,96.38,8.43,69.03,52.91,B,19.1,No,Yes,Bachelor's,Low,3,6.3
S1032,Maria,Smith,student32@university.com,Female,21,CS,,61.59,98.6,93.06,61.09,8.21,55.65,51.99,D,28.9,No,Yes,None,Medium,9,4.4
S1033,Sara,Williams,student33@university.com,Male,19,CS,54.37,56.45,53.44,58.53,85.88,8.36,60.78,66.75,D,26.5,No,Yes,Master's,Low,4,6.8
S1034,Emma,Davis,student34@university.com,Female,21,Business,51.01,70.67,73.69,68.01,80.46,6.68,69.73,86.48,F,5.8,No,Yes,Master's,Low,1,5.6
S1035,Ahmed,Smith,student35@university.com,Female,23,CS,85.96,98.75,64.03,53.6,86.69,4.04,94.73,55.82,A,11.2,No,Yes,,Medium,8,6.4
S1036,Maria,Davis,student36@university.com,Female,18,CS,71.96,47.46,86.1,56.84,63.17,6.67,77.85,81.78,F,12.9,No,Yes,Bachelor's,Low,10,8.8
S1037,Ali,Williams,student37@university.com,Male,21,CS,89.34,62.36,92.04,83.29,84.74,8.37,66.52,63.48,A,17.2,No,Yes,,Low,5,5.7
S1038,Ali,Williams,student38@university.com,Male,18,Engineering,96.17,95.92,60.45,84.63,70.49,3.51,87.34,82.58,A,22.9,Yes,Yes,Master's,Medium,2,7.6
S1039,John,Johnson,student39@university.com,Female,23,Engineering,79.97,92.61,79.62,83.85,91.7,2.97,50.98,72.85,A,22.0,No,Yes,Bachelor's,Low,9,7.4
S1040,John,Johnson,student40@university.com,Male,24,Business,59.36,63.66,72.94,77.61,89.77,3.44,68.5,55.76,C,29.7,No,Yes,PhD,Low,7,8.3
S1041,Omar,Smith,student41@university.com,Male,23,Business,89.11,81.94,56.71,97.63,60.57,5.51,80.04,62.36,A,28.1,No,Yes,Bachelor's,Medium,6,5.7
S1042,Sara,Davis,student42@university.com,Male,20,Engineering,97.79,45.27,56.32,75.36,59.19,0.52,79.16,60.99,A,9.7,No,Yes,Bachelor's,Low,2,4.3
S1043,Liam,Williams,student43@university.com,Male,18,CS,79.01,82.75,72.32,72.47,85.89,7.79,80.38,58.23,A,26.5,Yes,Yes,Bachelor's,High,6,8.9
S1044,Maria,Smith,student44@university.com,Male,22,Mathematics,84.1,98.37,49.24,62.38,77.52,1.39,60.58,73.42,D,26.1,Yes,Yes,Master's,Medium,7,5.8
S1045,Maria,Brown,student45@university.com,Male,21,CS,66.87,72.25,88.65,54.94,77.86,1.33,66.85,97.73,C,19.4,No,Yes,,Low,5,5.0
S1046,Liam,Smith,student46@university.com,Male,24,CS,,69.91,44.14,77.41,87.63,1.98,96.58,82.9,C,13.5,No,Yes,Master's,Low,5,8.6
S1047,Omar,Jones,student47@university.com,Female,23,CS,86.73,51.24,45.67,65.74,92.75,5.77,98.7,91.8,A,10.2,No,Yes,Master's,High,4,5.0
S1048,Emma,Smith,student48@university.com,Male,18,Engineering,96.39,78.03,60.53,76.2,61.95,2.86,65.6,99.05,B,10.3,No,Yes,Master's,Medium,10,6.6
S1049,Emma,Jones,student49@university.com,Male,24,CS,81.45,75.43,47.09,60.31,77.78,3.68,82.23,77.03,B,13.4,No,Yes,Master's,Low,1,7.8
S1050,Omar,Jones,student50@university.com,Female,19,CS,89.49,79.12,68.54,91.91,91.45,9.32,62.06,61.9,A,17.6,No,Yes,,Low,10,7.7
S1051,Emma,Jones,student51@university.com,Female,20,CS,58.58,41.56,63.98,99.98,93.64,8.47,68.43,96.39,D,19.6,Yes,Yes,PhD,Medium,7,4.1
S1052,John,Brown,student52@university.com,Female,19,CS,60.6,72.92,83.31,66.12,64.37,8.52,89.62,84.95,B,13.1,No,Yes,,Low,3,5.0
S1053,Maria,Smith,student53@university.com,Female,23,Engineering,76.6,75.7,97.18,92.12,55.21,5.78,75.06,97.95,C,13.9,No,Yes,High School,Medium,5,8.4
S1054,Omar,Smith,student54@university.com,Male,19,Business,,52.45,85.21,93.65,61.64,8.66,92.48,82.55,B,5.3,No,Yes,High School,Medium,8,6.8
S1055,Maria,Brown,student55@university.com,Female,19,Business,81.75,52.5,50.77,,97.27,7.79,81.44,88.76,A,5.1,No,Yes,,Medium,2,7.4
S1056,Liam,Williams,student56@university.com,Female,20,CS,64.58,56.57,96.13,67.14,73.12,9.53,81.45,94.53,F,27.7,No,Yes,Bachelor's,Low,4,6.0
S1057,Ali,Johnson,student57@university.com,Male,20,CS,89.58,82.7,63.53,87.8,70.93,0.64,51.69,87.96,A,5.4,Yes,Yes,None,Low,9,7.7
S1058,John,Smith,student58@university.com,Male,20,Mathematics,90.41,76.38,68.45,61.44,50.65,0.29,87.48,78.13,B,5.8,Yes,Yes,,High,2,5.4
S1059,Ahmed,Johnson,student59@university.com,Male,24,CS,73.19,90.75,65.29,81.24,52.55,1.75,98.89,73.6,F,10.1,No,No,Master's,Medium,8,5.2
S1060,John,Davis,student60@university.com,Female,20,Business,59.04,57.74,56.83,85.24,83.43,9.29,73.65,91.17,D,23.6,No,Yes,None,Low,9,9.0
S1061,Omar,Davis,student61@university.com,Male,19,CS,82.34,94.72,93.7,,79.49,6.06,57.93,88.6,B,22.0,No,Yes,,Low,3,4.8
S1062,Ahmed,Brown,student62@university.com,Female,22,Mathematics,99.64,84.62,59.93,60.36,78.78,4.26,98.85,68.32,A,21.2,Yes,Yes,PhD,Medium,5,8.9
S1063,Ali,Davis,student63@university.com,Male,22,CS,81.13,63.7,74.72,92.44,55.52,5.13,64.51,74.92,F,19.4,No,Yes,Bachelor's,Medium,4,8.6
S1064,Omar,Davis,student64@university.com,Male,20,Engineering,51.79,45.72,54.4,71.05,67.6,8.3,70.46,81.75,C,10.0,No,Yes,Master's,Low,10,7.6
S1065,Sara,Williams,student65@university.com,Female,24,Business,50.86,55.42,87.84,60.82,90.62,9.29,53.87,51.42,F,14.9,No,No,Master's,High,10,6.9
S1066,Maria,Williams,student66@university.com,Male,21,Engineering,66.02,97.41,86.45,77.13,58.75,7.3,55.54,62.38,A,17.0,No,Yes,Bachelor's,Low,8,4.0
S1067,Ali,Williams,student67@university.com,Male,18,CS,59.79,58.62,57.78,93.17,94.13,7.6,60.83,62.51,D,19.6,No,Yes,PhD,Low,8,7.2
S1068,Maria,Davis,student68@university.com,Male,23,Engineering,90.65,59.79,80.89,98.35,56.07,3.2,77.42,94.16,A,10.0,No,Yes,PhD,Low,5,7.9
S1069,Emma,Brown,student69@university.com,Male,24,Business,92.24,51.38,82.23,87.41,58.46,4.67,77.89,66.57,A,23.2,No,Yes,None,High,5,7.7
S1070,Sara,Jones,student70@university.com,Male,21,CS,62.93,88.41,73.75,50.28,73.89,8.85,80.31,77.26,B,12.7,No,Yes,High School,High,1,4.9
S1071,Sara,Jones,student71@university.com,Female,23,CS,66.28,56.54,76.04,56.74,97.26,7.86,79.19,91.58,C,21.5,No,Yes,High School,Low,5,6.7
S1072,Ali,Johnson,student72@university.com,Female,21,Engineering,61.81,59.82,74.47,53.81,66.48,6.84,74.76,62.98,B,17.8,Yes,No,PhD,Low,1,6.8
S1073,Sara,Jones,student73@university.com,Male,21,CS,95.42,64.86,44.91,55.06,82.91,0.65,90.1,56.19,A,19.8,Yes,Yes,Bachelor's,High,4,7.3
S1074,Ahmed,Jones,student74@university.com,Female,22,Engineering,75.13,66.02,80.22,69.15,79.43,0.4,96.69,97.42,A,15.3,No,Yes,,Low,7,8.2
S1075,Sara,Williams,student75@university.com,Female,18,CS,82.81,64.68,68.19,66.92,57.48,1.3,63.49,85.23,F,16.1,No,Yes,High School,Low,2,7.5
S1076,Maria,Williams,student76@university.com,Female,21,Engineering,70.77,70.22,66.31,,62.41,5.81,56.51,58.85,A,26.7,No,Yes,,High,1,4.7
S1077,Maria,Davis,student77@university.com,Male,20,CS,81.55,88.87,91.6,94.11,96.51,5.36,71.25,90.99,D,16.9,Yes,Yes,Bachelor's,High,2,4.1
S1078,Omar,Johnson,student78@university.com,Male,23,Engineering,69.29,89.16,41.39,80.77,59.24,9.43,51.32,89.36,A,24.8,No,Yes,Master's,Medium,7,4.7
S1079,Maria,Smith,student79@university.com,Male,24,CS,66.98,87.9,55.08,,84.75,6.95,94.17,91.88,A,14.9,No,Yes,Bachelor's,Low,3,4.2
S1080,Omar,Johnson,student80@university.com,Female,22,CS,81.72,46.07,47.28,,98.23,2.94,61.99,63.81,A,22.5,Yes,Yes,,High,5,6.2
S1081,Maria,Johnson,student81@university.com,Female,23,CS,,87.98,42.12,70.51,55.98,1.61,77.46,72.43,D,10.8,No,Yes,Master's,Low,1,5.4
S1082,Ahmed,Brown,student82@university.com,Male,20,Mathematics,,47.22,56.54,65.88,69.96,8.5,55.75,84.68,A,27.9,No,Yes,,Low,10,4.0
S1083,Liam,Davis,student83@university.com,Male,20,CS,57.47,47.48,99.31,71.92,61.2,4.6,77.66,69.53,D,29.2,No,Yes,Master's,Medium,10,4.4
S1084,Omar,Brown,student84@university.com,Female,21,Business,68.43,96.87,56.21,80.52,61.08,6.53,51.95,53.5,F,27.5,Yes,Yes,,High,10,6.0
S1085,John,Johnson,student85@university.com,Female,20,CS,70.76,89.16,79.82,74.65,55.95,5.65,88.44,56.82,C,13.7,No,Yes,None,Low,8,8.7
S1086,Emma,Johnson,student86@university.com,Male,18,CS,81.43,73.14,47.1,91.9,82.48,1.07,97.77,79.86,C,11.9,No,Yes,Master's,Medium,4,9.0
S1087,Ali,Johnson,student87@university.com,Female,20,Engineering,95.73,92.5,76.11,95.01,87.32,0.57,65.35,68.76,B,9.6,Yes,Yes,PhD,Medium,10,4.3
S1088,Maria,Jones,student88@university.com,Female,21,Engineering,,99.36,99.07,73.48,83.84,3.77,62.91,50.27,C,26.8,No,Yes,PhD,High,2,8.2
S1089,Sara,Brown,student89@university.com,Female,23,Mathematics,,76.64,57.51,61.99,96.23,3.62,72.4,88.34,F,8.0,No,Yes,Bachelor's,Medium,8,6.4
S1090,Liam,Johnson,student90@university.com,Female,20,Mathematics,59.69,76.77,90.88,97.26,57.28,6.74,81.0,70.84,C,21.1,No,Yes,PhD,Medium,10,7.1
S1091,Maria,Williams,student91@university.com,Female,22,Business,75.11,85.27,99.85,86.75,65.99,6.32,59.45,65.69,B,13.3,No,Yes,Bachelor's,Medium,5,6.5
S1092,Sara,Davis,student92@university.com,Female,24,Engineering,71.49,53.93,75.31,82.01,67.23,9.69,90.17,85.68,D,9.7,No,Yes,PhD,Medium,2,8.6
S1093,Emma,Davis,student93@university.com,Female,22,Engineering,86.45,50.03,58.56,87.27,61.6,8.58,59.93,72.76,A,9.6,No,Yes,High School,Low,9,6.4
S1094,Emma,Williams,student94@university.com,Male,22,CS,,85.57,80.41,,57.11,4.97,50.27,84.74,F,26.8,No,Yes,High School,High,6,4.8
S1095,Emma,Davis,student95@university.com,Male,23,Mathematics,79.72,60.69,90.69,53.38,74.34,5.0,76.21,50.66,D,26.5,Yes,Yes,High School,Medium,8,7.9
S1096,Sara,Jones,student96@university.com,Female,19,Engineering,94.19,48.1,50.28,57.66,91.72,6.74,55.76,50.47,A,11.8,No,Yes,High School,Medium,2,6.6
S1097,Maria,Jones,student97@university.com,Female,24,Engineering,95.53,58.89,67.15,57.37,97.73,1.14,84.91,78.0,A,5.8,Yes,Yes,,Medium,5,4.6
S1098,Emma,Smith,student98@university.com,Female,22,CS,97.94,61.52,59.15,71.03,56.47,10.0,58.37,99.11,B,26.7,No,Yes,PhD,Low,3,6.3
S1099,Ahmed,Smith,student99@university.com,Male,22,CS,88.66,97.91,57.0,57.87,91.16,5.19,90.87,63.62,B,6.4,No,Yes,Master's,Medium,8,7.4
S1100,Omar,Smith,student100@university.com,Male,19,Mathematics,95.3,81.88,91.65,92.73,91.23,9.1,73.52,84.14,A,7.1,No,No,Master's,Medium,1,5.5
S1101,Sara,Davis,student101@university.com,Female,23,CS,61.73,71.85,65.3,78.9,69.45,9.67,78.31,58.61,F,25.5,No,Yes,Master's,Low,9,8.6
S1102,Sara,Jones,student102@university.com,Male,24,Engineering,59.88,98.13,60.34,68.41,55.5,5.82,59.33,65.58,F,25.4,No,Yes,High School,Low,6,8.2
S1103,Maria,Jones,student103@university.com,Female,22,CS,50.32,94.19,76.21,53.48,99.5,1.03,57.33,53.9,D,10.1,No,Yes,,Medium,1,6.8
S1104,Sara,Jones,student104@university.com,Female,21,Business,85.34,70.72,53.16,79.55,82.78,5.73,81.56,94.04,A,6.0,No,Yes,PhD,Medium,3,4.3
S1105,Sara,Williams,student105@university.com,Female,23,CS,96.87,94.34,53.79,55.83,99.11,5.98,62.77,65.52,A,6.6,No,Yes,,High,8,6.9
S1106,Emma,Jones,student106@university.com,Female,24,Business,59.35,64.26,71.22,87.16,74.18,7.89,69.3,61.52,D,16.3,Yes,Yes,Bachelor's,Medium,8,6.1
S1107,Maria,Williams,student107@university.com,Female,22,CS,81.85,53.83,64.56,90.14,69.76,0.48,73.97,86.53,F,15.5,No,Yes,High School,Low,3,7.6
S1108,Emma,Smith,student108@university.com,Female,22,Business,87.32,53.96,57.7,77.2,62.36,4.66,61.48,59.97,A,9.6,No,Yes,None,Low,10,5.3
S1109,Omar,Smith,student109@university.com,Female,19,Business,96.38,79.74,43.24,57.48,99.18,9.23,89.77,62.01,B,27.7,Yes,Yes,None,Medium,8,7.0
S1110,Liam,Davis,student110@university.com,Male,24,CS,82.34,70.06,71.25,89.34,62.66,9.91,96.97,55.18,F,18.8,Yes,Yes,None,High,6,6.8
S1111,Omar,Smith,student111@university.com,Female,21,Engineering,98.51,79.54,89.0,65.39,51.19,1.91,71.59,98.14,B,25.2,No,Yes,PhD,Low,7,6.6
S1112,Liam,Davis,student112@university.com,Male,23,CS,67.23,81.16,91.08,61.13,75.62,8.71,95.88,62.38,B,7.6,No,Yes,Bachelor's,Medium,2,4.6
S1113,Emma,Johnson,student113@university.com,Female,20,CS,67.5,41.34,54.13,73.53,68.85,1.46,94.13,99.78,C,29.3,Yes,Yes,High School,Low,1,6.4
S1114,Omar,Johnson,student114@university.com,Female,18,Business,77.15,43.24,75.98,96.13,63.07,8.41,58.3,58.81,C,25.2,No,Yes,,Low,1,6.8
S1115,Maria,Brown,student115@university.com,Male,21,Engineering,69.18,71.96,91.35,64.87,81.73,2.77,58.67,51.03,B,12.2,No,Yes,,Medium,3,8.6
S1116,Ali,Davis,student116@university.com,Male,20,CS,50.07,51.46,64.52,95.28,68.21,9.6,73.87,94.78,D,5.5,Yes,Yes,Master's,Medium,7,6.3
S1117,Emma,Brown,student117@university.com,Female,21,CS,,77.95,95.93,52.68,70.11,6.95,76.29,79.0,B,9.1,No,Yes,High School,Low,9,7.2
S1118,Liam,Brown,student118@university.com,Male,24,CS,87.59,73.13,94.18,54.18,51.15,3.99,67.06,67.57,B,15.5,No,Yes,High School,High,2,6.8
S1119,Ahmed,Johnson,student119@university.com,Female,20,Business,87.35,75.15,52.49,84.93,79.45,2.81,65.65,75.67,A,5.1,No,Yes,None,Medium,6,5.0
S1120,Liam,Davis,student120@university.com,Female,24,CS,67.25,58.15,55.54,59.53,56.1,2.35,71.57,63.04,B,6.0,Yes,Yes,,Medium,8,4.9
S1121,Ahmed,Johnson,student121@university.com,Male,20,Mathematics,76.11,78.39,50.83,65.83,60.69,6.81,84.52,81.74,C,7.5,Yes,Yes,None,Medium,9,7.7
S1122,Sara,Brown,student122@university.com,Male,21,Mathematics,68.0,89.77,51.76,56.82,85.86,8.96,54.22,80.82,B,25.2,No,Yes,,Low,10,6.6
S1123,Omar,Davis,student123@university.com,Male,19,CS,50.8,99.88,94.47,66.61,65.66,7.55,85.53,54.01,D,18.7,Yes,Yes,PhD,High,3,8.5
S1124,Ahmed,Brown,student124@university.com,Male,21,CS,78.12,90.31,95.87,64.02,58.16,8.35,96.31,95.53,D,9.8,Yes,Yes,PhD,Medium,5,8.5
S1125,Liam,Jones,student125@university.com,Female,24,Business,56.19,73.45,43.11,86.82,78.87,7.81,88.18,73.03,C,11.6,No,Yes,Bachelor's,High,5,5.5
S1126,Sara,Davis,student126@university.com,Male,21,CS,54.0,51.61,75.62,85.1,60.75,9.79,59.58,59.76,F,21.1,Yes,Yes,,Low,8,4.5
S1127,Ali,Davis,student127@university.com,Male,20,CS,87.77,80.89,73.85,97.75,63.55,7.58,54.37,65.37,A,13.0,No,Yes,Bachelor's,High,1,5.7
S1128,Maria,Brown,student128@university.com,Male,18,CS,50.48,96.26,63.43,86.22,81.07,2.1,74.52,93.31,D,22.1,No,Yes,PhD,Low,3,4.3
S1129,Maria,Jones,student129@university.com,Male,20,Engineering,97.95,52.71,77.9,84.74,86.99,7.92,97.82,69.16,A,24.5,Yes,No,Master's,Low,6,7.9
S1130,Maria,Williams,student130@university.com,Male,22,Business,75.76,55.36,96.84,84.71,86.98,3.22,90.95,78.1,A,12.7,Yes,Yes,High School,Low,6,4.7
S1131,Ahmed,Johnson,student131@university.com,Female,21,CS,99.15,48.94,50.22,94.15,74.11,9.96,78.14,97.38,A,14.2,No,Yes,PhD,High,4,8.3
S1132,Ali,Brown,student132@university.com,Female,23,CS,52.9,84.2,47.22,64.81,72.71,3.77,57.15,82.59,D,6.3,No,Yes,,Low,5,6.1
S1133,Ahmed,Davis,student133@university.com,Male,21,Mathematics,79.18,64.39,42.0,,89.38,2.93,85.69,83.79,D,25.5,No,Yes,Master's,Medium,10,5.4
S1134,Omar,Johnson,student134@university.com,Male,19,Business,67.47,43.76,61.83,87.06,59.65,2.39,90.65,62.43,A,20.2,No,Yes,None,Low,3,6.5
S1135,Ahmed,Johnson,student135@university.com,Female,24,Engineering,92.17,92.5,60.26,61.44,57.61,6.59,96.75,83.41,A,27.2,No,Yes,Master's,Low,4,7.0
S1136,Ali,Johnson,student136@university.com,Male,23,Business,,73.46,65.85,95.6,83.23,1.09,80.61,69.69,F,9.7,Yes,Yes,PhD,Medium,10,7.5
S1137,Ali,Williams,student137@university.com,Female,20,Engineering,63.02,59.87,70.2,76.74,70.48,9.54,75.72,95.55,C,29.0,No,Yes,,High,10,5.7
S1138,Omar,Smith,student138@university.com,Female,19,Business,92.88,60.64,85.47,,85.5,2.94,80.96,56.48,A,22.7,No,Yes,,Low,1,8.9
S1139,Ali,Brown,student139@university.com,Male,21,CS,68.73,57.42,63.53,88.8,62.83,2.95,97.16,64.28,D,9.9,Yes,Yes,,Medium,6,6.1
S1140,Liam,Smith,student140@university.com,Female,20,CS,50.84,67.33,59.84,65.62,66.24,0.46,81.41,53.3,D,16.6,No,Yes,Bachelor's,Medium,5,8.2
S1141,Ali,Smith,student141@university.com,Male,20,Business,69.51,60.22,89.61,98.16,94.83,2.46,62.88,69.05,B,22.5,No,Yes,,Low,5,4.2
S1142,Maria,Smith,student142@university.com,Male,22,Engineering,82.73,72.88,90.99,,71.08,4.19,81.81,57.42,A,5.4,No,Yes,,High,4,7.9
S1143,Liam,Johnson,student143@university.com,Female,22,Mathematics,62.72,86.41,53.97,83.34,79.55,3.7,93.99,92.26,B,24.5,Yes,Yes,PhD,Medium,9,6.8
S1144,Liam,Jones,student144@university.com,Female,18,CS,71.6,80.47,58.88,55.68,55.33,2.73,78.35,96.25,D,28.7,No,Yes,Bachelor's,High,9,7.2
S1145,Omar,Johnson,student145@university.com,Male,22,Mathematics,52.84,57.67,89.51,63.16,58.94,0.41,75.13,83.47,F,7.0,No,Yes,None,Low,5,5.9
S1146,John,Johnson,student146@university.com,Female,24,Mathematics,79.4,71.72,44.76,75.77,51.79,3.01,86.67,55.17,F,27.5,No,Yes,Bachelor's,Low,7,6.7
S1147,John,Davis,student147@university.com,Male,23,CS,87.81,90.41,59.55,92.57,71.22,7.78,83.05,67.08,A,16.6,No,Yes,Bachelor's,Medium,3,8.7
S1148,Ali,Davis,student148@university.com,Female,20,Business,70.67,44.09,66.9,59.24,99.45,4.39,52.83,98.22,D,17.9,No,Yes,,High,1,5.9
S1149,Liam,Smith,student149@university.com,Female,22,Engineering,71.01,44.7,51.22,55.22,93.69,2.91,86.27,56.82,C,26.0,No,Yes,PhD,Low,1,4.5
S1150,John,Johnson,student150@university.com,Male,18,Mathematics,54.41,73.37,50.79,53.72,81.65,3.05,70.38,77.82,C,19.7,No,Yes,High School,Low,3,7.6
S1151,John,Smith,student151@university.com,Male,21,Engineering,60.1,78.35,65.49,75.35,93.05,5.54,97.04,67.65,A,13.8,No,Yes,PhD,Medium,3,6.5
S1152,Ali,Davis,student152@university.com,Male,23,Business,57.73,52.68,85.27,94.24,79.71,3.02,98.54,99.96,C,23.3,No,Yes,PhD,Low,5,6.1
S1153,John,Jones,student153@university.com,Female,22,Engineering,74.08,84.71,90.41,52.12,68.44,6.31,72.44,64.27,D,8.5,Yes,Yes,None,Medium,8,7.9
S1154,Ahmed,Brown,student154@university.com,Male,20,CS,76.46,78.78,98.75,60.62,58.68,9.89,98.44,52.39,A,21.7,No,Yes,None,Low,6,6.8
S1155,Sara,Smith,student155@university.com,Male,21,CS,,95.4,44.44,84.66,82.65,0.41,65.54,85.11,F,24.4,No,Yes,None,Medium,8,7.2
S1156,Omar,Jones,student156@university.com,Female,24,Engineering,53.66,50.14,53.0,91.29,59.65,1.69,84.13,66.34,D,13.4,No,Yes,High School,High,7,8.6
S1157,Sara,Brown,student157@university.com,Female,20,Business,79.99,85.08,85.4,90.37,70.87,1.79,53.75,82.88,B,29.3,No,Yes,Bachelor's,Low,1,4.3
S1158,Ali,Williams,student158@university.com,Male,21,Engineering,76.32,45.02,72.44,89.25,91.29,4.47,57.25,55.23,F,21.0,Yes,Yes,High School,High,10,5.3
S1159,Maria,Smith,student159@university.com,Male,24,Engineering,75.81,73.92,59.66,56.49,56.46,0.41,93.23,76.15,D,7.4,Yes,Yes,Bachelor's,Low,8,8.5
S1160,Omar,Smith,student160@university.com,Male,24,CS,93.66,73.11,52.34,69.86,56.45,4.78,94.69,68.76,A,29.2,No,Yes,High School,Medium,1,8.0
S1161,Ali,Williams,student161@university.com,Male,23,Engineering,60.28,63.3,56.83,99.24,61.22,9.29,76.63,76.84,C,23.6,No,Yes,,Low,5,4.9
S1162,Liam,Williams,student162@university.com,Female,20,CS,52.04,90.67,65.76,99.44,77.6,0.12,66.99,92.67,D,22.4,Yes,Yes,PhD,Low,3,4.8
S1163,Maria,Smith,student163@university.com,Female,22,Business,83.61,40.26,50.63,,62.59,3.65,72.55,98.64,A,11.3,No,Yes,Bachelor's,Medium,7,8.1
S1164,Sara,Williams,student164@university.com,Male,22,Mathematics,,71.21,97.85,85.46,75.16,7.61,93.48,87.66,F,16.8,No,Yes,Bachelor's,Medium,5,6.8
S1165,Ali,Johnson,student165@university.com,Male,18,Engineering,50.88,53.03,46.46,97.56,65.1,1.54,60.55,88.34,D,27.5,No,Yes,Bachelor's,Medium,2,8.3
S1166,Liam,Brown,student166@university.com,Male,21,CS,62.57,84.61,99.13,72.5,75.31,0.78,64.74,76.45,C,12.7,No,Yes,Master's,Low,1,8.6
S1167,Omar,Brown,student167@university.com,Female,18,CS,65.47,42.58,90.51,56.84,63.88,6.31,89.27,54.87,A,15.6,Yes,Yes,None,Medium,10,4.3
S1168,Omar,Brown,student168@university.com,Male,19,Engineering,80.84,89.89,65.39,83.45,99.0,0.1,96.76,83.35,A,11.4,Yes,Yes,Master's,Low,6,8.8
S1169,Emma,Johnson,student169@university.com,Male,22,Engineering,58.63,90.29,84.39,98.01,74.64,8.02,54.65,57.39,D,10.4,No,Yes,,Low,6,7.6
S1170,Liam,Williams,student170@university.com,Female,21,Business,70.65,89.97,80.29,84.86,87.18,0.67,90.19,62.28,D,6.1,No,Yes,,Medium,8,8.2
S1171,Ahmed,Jones,student171@university.com,Female,23,CS,74.12,49.15,52.8,90.17,85.03,5.24,82.25,85.38,C,23.4,No,Yes,PhD,High,9,7.2
S1172,John,Williams,student172@university.com,Male,18,Business,72.96,77.82,60.34,,74.53,7.4,61.54,82.85,F,7.3,No,Yes,Bachelor's,Medium,2,5.5
S1173,Maria,Smith,student173@university.com,Male,23,Engineering,98.7,40.86,70.79,54.82,61.94,2.42,87.79,65.72,B,18.3,No,Yes,,Low,5,7.0
S1174,Liam,Davis,student174@university.com,Female,23,CS,,90.88,78.27,58.44,75.54,1.04,86.4,88.6,C,6.2,Yes,Yes,Bachelor's,High,5,6.6
S1175,Emma,Brown,student175@university.com,Male,23,Engineering,97.55,83.38,72.57,99.13,84.05,1.76,57.1,96.97,A,29.6,Yes,Yes,Master's,Low,10,8.7
S1176,John,Williams,student176@university.com,Male,18,CS,79.1,71.87,68.38,74.66,73.0,8.55,75.11,77.26,F,22.7,Yes,Yes,None,Medium,8,6.8
S1177,John,Jones,student177@university.com,Female,19,Engineering,89.79,83.84,66.59,50.6,54.1,7.06,87.91,83.88,A,20.8,No,Yes,,Low,9,4.1
S1178,Ali,Smith,student178@university.com,Female,24,Business,71.52,45.66,69.9,97.77,50.9,1.98,59.58,63.59,B,9.7,No,No,Master's,Medium,5,7.4
S1179,John,Johnson,student179@university.com,Female,24,Engineering,72.69,71.72,66.06,74.89,66.39,7.16,73.14,98.54,F,18.2,No,Yes,,Low,5,4.3
S1180,Ahmed,Johnson,student180@university.com,Male,18,Business,93.97,57.48,72.48,91.81,57.51,7.09,56.04,63.69,A,17.6,Yes,Yes,PhD,Medium,3,8.7
S1181,Omar,Jones,student181@university.com,Female,24,Engineering,94.8,98.36,93.28,77.42,95.31,9.98,65.34,94.37,A,14.0,No,No,None,Medium,6,6.4
S1182,Emma,Smith,student182@university.com,Female,20,CS,61.93,91.43,77.97,55.09,58.79,3.92,60.9,96.39,A,8.9,Yes,No,PhD,High,7,8.8
S1183,John,Brown,student183@university.com,Male,24,Engineering,59.96,84.0,83.36,80.78,69.71,8.65,75.25,85.98,C,14.2,No,Yes,Bachelor's,Low,3,4.1
S1184,Ali,Williams,student184@university.com,Male,22,Engineering,74.81,96.02,75.85,,85.6,4.46,57.06,90.58,D,20.2,No,Yes,Master's,Low,2,6.7
S1185,Ahmed,Smith,student185@university.com,Female,18,CS,95.01,60.81,78.58,51.74,90.77,8.98,69.16,72.89,A,17.2,Yes,No,,Low,2,5.1
S1186,Sara,Johnson,student186@university.com,Female,24,CS,66.12,94.05,74.7,92.09,73.89,0.92,63.76,95.98,A,19.3,No,Yes,None,High,9,7.2
S1187,Omar,Jones,student187@university.com,Male,18,Engineering,82.6,59.51,41.61,61.77,59.06,1.75,87.3,87.13,F,19.3,No,No,None,High,6,6.5
S1188,Omar,Jones,student188@university.com,Male,19,CS,85.41,83.97,99.98,69.69,63.54,8.5,84.98,66.34,A,11.1,No,No,Master's,Low,2,6.8
S1189,Emma,Williams,student189@university.com,Female,20,CS,88.93,84.19,42.02,68.64,70.95,8.19,54.75,51.75,A,7.8,Yes,No,High School,Low,5,5.8
S1190,Omar,Jones,student190@university.com,Female,18,Engineering,78.2,41.1,63.71,,68.23,3.05,97.67,77.04,F,18.0,Yes,No,Master's,Medium,7,4.3
S1191,John,Jones,student191@university.com,Male,22,CS,70.12,61.66,46.31,75.22,67.43,5.97,87.23,92.03,F,27.3,No,Yes,,Medium,1,4.5
S1192,Ali,Smith,student192@university.com,Female,24,Mathematics,98.35,41.17,45.82,72.36,56.59,3.83,80.8,93.03,B,29.9,Yes,Yes,,Low,8,8.3
S1193,Omar,Brown,student193@university.com,Male,22,CS,80.57,99.83,87.61,,95.67,0.1,73.89,91.76,F,24.6,No,Yes,,Medium,6,7.5
S1194,Omar,Williams,student194@university.com,Female,24,Business,86.43,47.33,65.56,52.45,51.49,0.26,58.9,60.74,A,10.5,No,Yes,Master's,Low,1,7.8
S1195,Sara,Smith,student195@university.com,Male,18,Engineering,67.25,72.57,88.07,54.32,72.0,0.54,98.1,71.31,C,20.8,No,Yes,PhD,Low,8,4.6
S1196,Sara,Brown,student196@university.com,Male,23,Business,83.5,87.43,56.37,51.08,99.02,5.94,50.39,80.69,C,11.0,No,Yes,None,Medium,5,4.2
S1197,Maria,Smith,student197@university.com,Female,24,CS,62.89,52.08,55.39,84.4,82.99,2.79,84.62,83.38,D,19.4,No,Yes,Master's,High,7,4.1
S1198,Ahmed,Davis,student198@university.com,Female,23,Mathematics,62.25,69.1,55.07,76.28,67.77,1.44,75.37,66.73,D,17.0,No,Yes,High School,High,10,6.6
S1199,John,Smith,student199@university.com,Male,20,Engineering,85.74,76.45,76.97,93.8,57.3,9.41,95.13,84.63,A,14.5,Yes,Yes,Bachelor's,Medium,4,6.5
S1200,Omar,Jones,student200@university.com,Female,22,Business,76.07,49.61,88.9,74.93,98.19,1.21,69.03,79.54,C,21.0,Yes,Yes,PhD,High,2,4.6
S1201,Liam,Brown,student201@university.com,Female,23,CS,84.16,86.71,67.14,61.09,50.7,6.74,75.93,78.34,C,26.4,No,Yes,PhD,Low,8,5.7
S1202,Omar,Williams,student202@university.com,Female,22,CS,63.47,57.96,62.75,90.26,84.07,8.94,87.12,83.15,B,13.4,No,Yes,Master's,Low,4,6.7
S1203,Ali,Williams,student203@university.com,Male,24,Engineering,79.94,52.66,98.41,64.72,94.01,1.64,52.38,80.17,A,17.2,No,Yes,Bachelor's,Low,8,7.4
S1204,Maria,Brown,student204@university.com,Female,24,CS,72.2,73.5,47.01,96.78,51.26,2.15,52.72,58.34,C,16.4,No,Yes,Bachelor's,Low,9,8.0
S1205,Ahmed,Jones,student205@university.com,Female,20,Engineering,79.85,64.62,69.2,62.52,86.26,5.74,60.58,93.72,C,11.2,No,Yes,None,Medium,4,7.2
S1206,Liam,Johnson,student206@university.com,Male,24,CS,64.54,95.22,64.51,58.39,99.94,5.08,57.32,62.03,D,15.5,No,Yes,Master's,Low,8,4.2
S1207,Maria,Smith,student207@university.com,Female,20,Engineering,85.77,92.8,45.89,74.67,81.98,5.21,50.32,87.22,B,5.5,No,Yes,PhD,Medium,4,6.9
S1208,Emma,Jones,student208@university.com,Female,23,Mathematics,90.3,69.0,56.09,52.53,70.73,5.55,81.15,58.82,B,17.9,No,Yes,,Medium,8,4.4
S1209,Ahmed,Davis,student209@university.com,Male,24,Engineering,63.0,61.56,41.71,51.82,93.72,9.5,89.8,83.05,D,23.0,Yes,Yes,PhD,High,1,6.8
S1210,Omar,Brown,student210@university.com,Male,18,Business,65.03,59.53,92.62,74.8,77.71,0.54,97.86,94.78,C,14.2,No,Yes,None,Medium,2,5.9
S1211,Omar,Smith,student211@university.com,Female,21,Engineering,83.06,56.05,76.47,60.76,87.47,7.6,72.05,50.49,F,23.7,Yes,Yes,Master's,Low,10,5.4
S1212,Ahmed,Williams,student212@university.com,Female,19,Engineering,,72.67,88.9,50.47,79.39,2.33,63.99,98.98,B,23.8,No,No,None,Medium,3,6.4
S1213,Omar,Johnson,student213@university.com,Male,21,Mathematics,85.2,88.3,71.29,64.8,51.91,3.74,93.2,51.48,A,29.6,Yes,Yes,None,Medium,2,5.9
S1214,John,Davis,student214@university.com,Male,21,Business,84.13,58.65,75.97,73.87,60.66,0.89,92.22,50.57,A,18.6,No,Yes,,Medium,10,8.2
S1215,Ahmed,Williams,student215@university.com,Female,22,Business,69.64,51.41,82.05,69.71,53.94,4.46,81.24,92.88,B,15.1,No,Yes,Bachelor's,Low,8,5.1
S1216,Maria,Brown,student216@university.com,Female,20,CS,69.74,68.53,94.48,56.77,55.33,8.04,63.66,85.44,D,21.0,Yes,Yes,PhD,Low,10,4.7
S1217,Ahmed,Smith,student217@university.com,Female,22,Engineering,62.74,44.14,45.51,78.98,50.77,0.99,95.43,55.29,B,20.7,Yes,Yes,,Low,9,8.2
S1218,Liam,Brown,student218@university.com,Male,23,CS,57.84,82.08,59.86,,71.06,2.76,58.92,96.87,C,29.7,No,Yes,Master's,Low,9,5.2
S1219,Omar,Smith,student219@university.com,Female,19,Engineering,,71.1,82.54,83.78,58.93,3.73,52.18,83.6,A,22.7,No,Yes,Master's,Low,1,4.2
S1220,John,Jones,student220@university.com,Male,23,Engineering,54.66,69.78,97.5,69.69,92.78,1.04,89.83,55.55,F,12.7,No,Yes,None,Low,9,5.9
S1221,John,Johnson,student221@university.com,Male,18,Business,96.89,58.03,98.85,56.88,87.5,7.62,78.18,93.03,A,9.7,No,Yes,PhD,High,8,8.1
S1222,Emma,Jones,student222@university.com,Male,19,Business,91.33,94.28,78.29,74.97,78.66,7.87,62.32,74.05,A,24.8,Yes,Yes,,Low,8,6.2
S1223,Maria,Jones,student223@university.com,Female,22,Engineering,92.88,45.43,51.62,94.52,74.45,8.36,83.54,63.91,B,9.5,No,No,None,Medium,3,6.4
S1224,Sara,Brown,student224@university.com,Female,24,CS,95.33,92.19,47.15,73.44,62.79,5.84,88.34,91.25,A,20.7,Yes,Yes,PhD,Medium,8,4.2
S1225,Sara,Johnson,student225@university.com,Female,24,Business,70.43,62.6,96.76,59.78,73.75,5.07,92.23,86.92,B,8.3,No,Yes,Master's,Medium,2,7.6
S1226,Ahmed,Smith,student226@university.com,Male,22,CS,92.34,92.84,66.04,54.65,82.06,2.63,64.11,81.15,B,23.0,Yes,Yes,,Low,2,5.7
S1227,Emma,Smith,student227@university.com,Female,23,Engineering,,83.73,51.69,97.2,89.11,6.55,51.28,94.93,B,24.6,No,No,None,Medium,4,7.6
S1228,Ali,Davis,student228@university.com,Male,22,CS,51.08,46.25,96.03,87.15,54.08,4.45,75.5,93.06,D,29.8,No,Yes,Master's,Medium,7,6.1
S1229,Ahmed,Williams,student229@university.com,Male,22,CS,89.24,89.89,46.27,,85.42,9.71,92.8,61.34,B,28.9,No,Yes,High School,High,4,6.6
S1230,Emma,Davis,student230@university.com,Male,21,Mathematics,53.74,80.93,83.77,64.77,87.14,9.68,60.39,93.93,D,22.8,No,Yes,None,Low,2,6.9
S1231,Maria,Davis,student231@university.com,Male,18,CS,99.43,41.94,77.52,94.76,77.95,9.05,71.06,68.7,B,11.9,No,Yes,Master's,Medium,5,5.0
S1232,Maria,Smith,student232@university.com,Male,24,Engineering,83.74,48.02,45.26,58.88,60.72,3.6,62.82,71.59,C,6.1,No,Yes,,High,8,5.5
S1233,Maria,Brown,student233@university.com,Male,21,CS,87.67,78.14,60.32,76.75,76.96,3.68,50.67,98.62,A,18.9,Yes,Yes,Bachelor's,Low,7,6.9
S1234,Maria,Jones,student234@university.com,Female,22,Mathematics,62.29,79.76,49.0,85.68,75.14,8.53,94.93,87.99,D,24.1,No,Yes,High School,Medium,7,8.1
S1235,Maria,Jones,student235@university.com,Male,20,Business,83.69,84.8,76.27,69.82,73.79,7.29,56.75,66.07,D,5.3,No,Yes,,Low,9,8.8
S1236,Emma,Jones,student236@university.com,Female,21,CS,52.16,83.21,68.63,52.0,73.03,7.04,88.34,82.4,D,18.1,No,Yes,PhD,Low,5,6.6
S1237,Emma,Johnson,student237@university.com,Male,22,CS,91.89,79.57,40.26,61.39,55.54,2.8,67.33,76.97,B,27.1,Yes,Yes,None,High,4,4.4
S1238,John,Smith,student238@university.com,Female,24,Engineering,,85.97,98.54,95.09,59.14,8.33,63.88,55.83,B,20.9,No,No,,Low,10,8.8
S1239,Liam,Brown,student239@university.com,Female,22,CS,84.87,74.51,60.98,,54.87,5.79,97.05,94.39,F,22.1,No,Yes,Bachelor's,Medium,9,6.1
S1240,Sara,Johnson,student240@university.com,Female,18,Engineering,61.22,55.65,55.49,90.77,62.12,4.47,82.86,91.09,F,16.9,No,Yes,,Medium,1,4.5
S1241,Omar,Williams,student241@university.com,Female,23,CS,53.42,94.74,53.35,77.78,63.17,8.65,84.35,88.89,D,28.6,No,Yes,None,Low,6,8.9
S1242,Maria,Brown,student242@university.com,Male,19,CS,74.07,41.09,49.53,97.18,62.25,3.94,87.98,77.96,D,14.4,Yes,Yes,PhD,High,3,5.4
S1243,Ali,Davis,student243@university.com,Male,21,Engineering,58.46,61.99,99.95,,60.55,6.54,67.05,61.04,F,14.5,No,Yes,High School,Low,6,7.3
S1244,Omar,Brown,student244@university.com,Male,21,CS,86.47,83.73,57.71,,86.77,4.66,78.18,94.19,B,17.9,No,No,High School,Low,7,4.7
S1245,Emma,Brown,student245@university.com,Male,21,Business,61.88,65.63,64.33,65.91,90.93,5.93,63.51,67.65,B,19.6,No,No,Bachelor's,Low,1,7.6
S1246,Ali,Jones,student246@university.com,Female,22,CS,67.12,41.49,92.28,80.08,66.36,0.41,91.73,51.01,C,18.4,Yes,Yes,None,Medium,6,8.9
S1247,Ali,Brown,student247@university.com,Female,18,CS,78.37,43.96,78.51,83.74,65.26,4.61,79.97,99.09,B,25.5,No,Yes,High School,Low,8,8.9
S1248,Ali,Davis,student248@university.com,Female,22,Mathematics,64.25,78.92,62.12,,92.2,5.56,62.17,93.06,B,25.9,Yes,Yes,Bachelor's,Medium,5,4.6
S1249,John,Davis,student249@university.com,Male,22,Engineering,,97.89,93.9,91.11,81.2,4.93,94.99,81.13,B,8.3,No,Yes,PhD,Medium,5,7.8
S1250,Emma,Smith,student250@university.com,Female,23,Business,90.78,73.11,84.98,59.17,64.67,8.47,79.04,50.62,A,19.9,No,Yes,,Low,7,7.3
S1251,Ali,Brown,student251@university.com,Male,20,CS,58.96,70.41,53.67,,85.68,3.11,74.75,61.39,D,29.6,No,Yes,Bachelor's,Medium,8,8.0
S1252,Maria,Jones,student252@university.com,Female,18,Engineering,54.11,59.1,78.62,84.32,67.23,8.84,51.72,72.6,C,20.0,No,Yes,Bachelor's,Medium,7,5.7
S1253,Ahmed,Brown,student253@university.com,Female,21,Business,66.42,55.4,95.34,,79.33,4.03,95.49,81.4,C,22.2,No,Yes,None,High,3,6.0
S1254,Ali,Williams,student254@university.com,Female,19,CS,71.22,41.26,69.79,71.99,99.63,6.95,97.61,85.41,C,26.5,Yes,Yes,Bachelor's,High,6,5.7
S1255,John,Williams,student255@university.com,Female,21,Business,77.13,56.38,84.02,98.19,65.08,0.87,78.13,89.41,C,26.7,No,Yes,PhD,High,9,7.8
S1256,Omar,Jones,student256@university.com,Female,22,Engineering,68.62,66.95,98.27,81.29,96.53,2.0,72.13,77.78,A,5.4,No,No,High School,Low,2,8.0
S1257,Emma,Smith,student257@university.com,Male,18,CS,89.5,51.88,81.42,97.45,66.03,7.61,67.98,82.81,A,11.0,No,Yes,,Medium,9,5.2
S1258,Liam,Smith,student258@university.com,Female,24,Engineering,51.97,45.24,46.15,86.12,77.01,0.12,63.4,90.56,D,26.6,No,Yes,,Medium,3,6.9
S1259,John,Davis,student259@university.com,Male,18,Engineering,71.59,83.06,54.67,86.23,73.0,9.69,78.73,85.99,C,21.7,No,Yes,Master's,Low,3,4.6
S1260,Ali,Davis,student260@university.com,Male,18,CS,69.11,93.68,75.71,79.59,89.16,1.91,56.4,97.74,A,20.8,No,Yes,Bachelor's,High,10,4.1
S1261,Emma,Johnson,student261@university.com,Male,20,Engineering,82.38,96.21,56.53,57.11,53.05,9.01,95.96,93.73,F,26.5,Yes,Yes,None,Low,2,7.1
S1262,Ahmed,Jones,student262@university.com,Male,21,CS,98.31,77.08,97.45,,81.36,5.16,58.8,58.47,A,25.2,No,Yes,PhD,Medium,3,8.2
S1263,Ali,Brown,student263@university.com,Male,20,Engineering,75.52,43.17,64.32,62.63,88.03,5.65,87.28,97.37,C,23.8,Yes,Yes,Master's,Low,7,8.5
S1264,John,Jones,student264@university.com,Male,24,Business,99.34,84.45,67.43,99.93,73.61,0.84,65.34,60.21,B,6.2,No,Yes,,Medium,3,7.1
S1265,Sara,Johnson,student265@university.com,Male,24,Engineering,65.11,46.61,82.1,63.35,55.26,3.65,61.3,99.56,F,24.5,No,Yes,PhD,Medium,1,8.0
S1266,Maria,Davis,student266@university.com,Male,23,Mathematics,51.54,80.18,71.45,61.53,62.24,1.56,77.89,85.07,D,10.0,Yes,Yes,PhD,High,4,6.0
S1267,Liam,Jones,student267@university.com,Female,19,CS,58.28,86.76,62.93,81.19,83.98,5.26,88.26,81.38,F,5.7,No,Yes,,Medium,7,8.4
S1268,Omar,Jones,student268@university.com,Female,23,Engineering,69.76,83.55,44.6,75.55,94.77,5.51,86.34,66.22,B,17.3,No,Yes,,Medium,6,7.9
S1269,John,Davis,student269@university.com,Male,22,Business,,97.11,75.79,51.07,71.08,7.1,61.69,56.66,B,28.6,No,No,None,Medium,10,5.5
S1270,Emma,Johnson,student270@university.com,Male,20,Engineering,,84.29,92.05,56.48,78.02,8.78,66.53,56.31,C,27.2,No,Yes,PhD,High,3,7.0
S1271,Liam,Davis,student271@university.com,Male,20,Engineering,71.63,81.59,81.15,90.55,61.42,4.68,93.44,93.33,B,29.6,Yes,Yes,None,Low,1,4.3
S1272,Liam,Smith,student272@university.com,Female,23,CS,66.91,55.7,62.89,74.18,70.61,2.33,86.16,71.62,F,11.2,No,Yes,PhD,Medium,8,4.7
S1273,Liam,Brown,student273@university.com,Female,22,CS,,95.49,47.66,57.3,66.84,3.34,85.63,77.99,F,22.4,Yes,Yes,Bachelor's,Low,2,8.7
S1274,Ali,Davis,student274@university.com,Male,18,CS,64.81,50.77,88.98,73.26,82.78,8.47,63.45,96.59,B,6.4,Yes,No,PhD,Medium,5,4.0
S1275,Maria,Johnson,student275@university.com,Male,22,Mathematics,94.32,94.29,96.5,62.66,99.23,1.46,89.6,62.77,B,25.1,No,Yes,None,Low,3,5.0
S1276,Ali,Williams,student276@university.com,Female,21,CS,,58.76,63.3,61.18,90.67,6.27,67.92,88.2,F,18.1,No,Yes,,Low,4,4.7
S1277,Emma,Smith,student277@university.com,Female,23,Business,85.7,47.81,83.72,97.89,59.61,0.13,70.07,73.52,B,29.9,No,Yes,Master's,High,3,7.5
S1278,Ali,Williams,student278@university.com,Male,22,Engineering,80.6,89.6,64.65,68.1,78.88,2.46,64.38,60.64,C,11.0,No,Yes,High School,Medium,3,4.5
S1279,Sara,Davis,student279@university.com,Male,18,CS,71.36,40.15,70.14,52.32,53.32,5.91,56.07,92.65,D,24.6,No,Yes,,High,3,4.1
S1280,Maria,Smith,student280@university.com,Male,22,Engineering,61.95,89.93,90.19,98.52,62.35,4.56,71.02,84.0,F,9.3,Yes,Yes,,Medium,10,8.7
S1281,Maria,Brown,student281@university.com,Male,20,Business,68.45,55.74,45.01,89.74,58.61,4.94,50.85,54.75,D,12.2,Yes,Yes,Bachelor's,Medium,8,8.4
S1282,Emma,Davis,student282@university.com,Female,19,Business,79.61,93.08,71.82,62.72,66.78,6.61,72.8,77.09,D,12.4,Yes,Yes,High School,Medium,1,5.8
S1283,Omar,Brown,student283@university.com,Female,20,CS,,81.49,52.88,70.44,83.94,2.35,86.25,92.59,F,19.4,No,Yes,,Low,2,4.5
S1284,Sara,Jones,student284@university.com,Male,24,CS,60.74,79.97,60.39,93.11,74.97,2.81,98.04,53.35,C,14.1,Yes,Yes,Master's,Low,2,7.4
S1285,John,Williams,student285@university.com,Male,19,CS,55.82,61.92,78.67,67.87,96.65,6.84,53.93,70.81,F,16.0,No,Yes,Bachelor's,Medium,9,8.4
S1286,Ali,Smith,student286@university.com,Male,24,CS,,43.56,41.63,78.37,60.64,5.38,64.06,90.26,A,18.0,No,Yes,Master's,Medium,7,8.9
S1287,Ahmed,Brown,student287@university.com,Female,22,Engineering,72.02,89.8,75.63,76.74,68.21,0.15,74.71,92.92,B,6.4,Yes,No,,High,10,4.7
S1288,Ali,Johnson,student288@university.com,Male,21,Business,81.26,50.25,57.01,70.06,66.49,6.7,58.52,88.77,A,21.6,Yes,Yes,PhD,Low,7,7.0
S1289,Liam,Brown,student289@university.com,Male,22,CS,74.52,62.34,80.17,81.98,61.8,6.2,55.84,65.29,F,21.2,No,Yes,Bachelor's,Medium,8,6.2
S1290,Ali,Johnson,student290@university.com,Male,18,Business,93.63,76.02,48.49,73.66,99.66,0.79,72.62,75.35,B,29.1,Yes,Yes,High School,Low,2,4.8
S1291,John,Davis,student291@university.com,Female,22,Engineering,77.35,68.94,84.15,51.06,69.36,7.48,79.04,87.06,B,8.3,No,Yes,High School,Medium,10,8.0
S1292,Ali,Smith,student292@university.com,Male,19,CS,74.04,51.92,78.74,90.72,97.03,5.22,91.01,57.63,A,5.8,No,Yes,High School,Medium,1,7.9
S1293,Sara,Brown,student293@university.com,Female,20,CS,96.23,48.44,98.27,55.66,69.52,2.05,99.89,79.75,B,8.3,Yes,Yes,,Low,6,8.8
S1294,Sara,Brown,student294@university.com,Male,21,Business,,47.39,94.67,73.2,60.2,5.59,88.71,86.02,F,15.6,Yes,Yes,Master's,Medium,3,4.4
S1295,Maria,Smith,student295@university.com,Male,24,Business,55.58,91.78,57.0,79.0,55.96,5.95,61.07,92.5,D,10.3,Yes,Yes,PhD,Medium,2,5.2
S1296,Emma,Brown,student296@university.com,Male,22,Engineering,58.89,41.89,41.64,85.28,92.78,9.2,87.4,55.58,C,10.4,No,Yes,Master's,Medium,3,8.1
S1297,Omar,Johnson,student297@university.com,Female,22,CS,89.36,98.62,79.32,70.54,51.6,7.42,76.86,66.48,A,26.7,No,No,PhD,Medium,4,6.0
S1298,Ahmed,Brown,student298@university.com,Male,20,CS,91.79,51.91,76.17,86.78,98.22,3.02,72.54,77.08,A,13.1,No,Yes,Bachelor's,Low,5,6.4
S1299,Liam,Williams,student299@university.com,Male,21,CS,77.26,46.62,41.65,56.57,70.91,1.18,96.79,85.05,A,15.4,Yes,Yes,None,High,10,7.1
S1300,Ali,Davis,student300@university.com,Female,23,Engineering,77.72,74.62,47.36,82.67,62.37,8.53,85.1,86.5,B,22.1,No,Yes,High School,High,10,6.0
S1301,Ali,Jones,student301@university.com,Female,24,Business,81.6,44.8,75.08,91.32,80.87,8.46,84.08,62.66,C,13.5,No,Yes,High School,Medium,4,4.2
S1302,John,Johnson,student302@university.com,Female,22,CS,71.96,76.15,94.71,94.47,56.65,1.75,50.59,50.69,C,18.9,Yes,Yes,PhD,Medium,8,7.0
S1303,Emma,Williams,student303@university.com,Male,22,Business,84.01,91.04,94.39,,53.61,0.62,93.25,84.69,B,18.1,No,Yes,Master's,Low,6,5.1
S1304,Sara,Davis,student304@university.com,Female,23,Engineering,55.42,42.87,49.09,65.64,91.39,7.12,89.67,95.46,D,11.5,No,Yes,Bachelor's,Low,7,8.8
S1305,Ahmed,Smith,student305@university.com,Male,24,Engineering,98.06,87.99,63.07,58.17,71.23,7.23,64.95,89.88,A,22.9,Yes,No,PhD,Medium,4,7.5
S1306,Maria,Johnson,student306@university.com,Female,19,Mathematics,87.51,63.67,42.59,67.28,75.91,1.77,64.61,81.12,B,25.9,No,Yes,High School,Low,7,8.2
S1307,Sara,Jones,student307@university.com,Female,19,CS,81.56,49.57,68.16,77.0,58.83,6.68,52.67,98.88,D,24.6,Yes,Yes,PhD,Low,5,8.8
S1308,Liam,Davis,student308@university.com,Female,18,Mathematics,65.82,50.57,85.19,59.82,53.07,2.79,52.54,71.66,B,14.9,Yes,Yes,None,Medium,2,4.3
S1309,Emma,Jones,student309@university.com,Male,20,CS,58.05,95.13,87.4,97.63,68.39,2.61,83.43,76.25,C,28.3,No,Yes,None,Low,9,4.7
S1310,Liam,Smith,student310@university.com,Male,21,CS,70.47,46.64,69.94,94.86,75.31,3.25,59.31,50.61,C,27.5,No,Yes,None,Low,2,8.0
S1311,Omar,Smith,student311@university.com,Male,22,Business,83.08,92.01,45.75,51.65,88.27,5.2,96.18,97.3,F,11.7,No,Yes,,Low,2,8.4
S1312,Maria,Johnson,student312@university.com,Male,24,Mathematics,,72.65,62.88,78.1,75.05,8.04,92.12,79.17,F,8.1,No,Yes,None,Medium,3,4.0
S1313,Omar,Brown,student313@university.com,Male,22,Engineering,69.13,42.34,95.93,89.47,89.13,4.99,67.44,69.54,D,27.3,No,Yes,Bachelor's,Medium,4,8.7
S1314,John,Smith,student314@university.com,Male,18,Engineering,80.66,67.87,53.78,62.27,55.77,2.98,69.0,52.23,B,23.6,Yes,Yes,PhD,Low,7,6.3
S1315,Liam,Davis,student315@university.com,Male,24,Business,90.69,89.05,59.19,76.19,53.2,8.84,66.36,68.12,A,12.8,No,Yes,Bachelor's,Medium,5,6.3
S1316,John,Brown,student316@university.com,Male,24,Business,51.31,83.57,84.81,70.3,57.94,0.55,54.62,50.18,F,12.6,No,Yes,High School,Low,7,8.4
S1317,Ali,Williams,student317@university.com,Male,22,CS,72.53,69.33,84.01,59.83,88.6,7.97,51.57,66.22,B,13.1,No,Yes,Master's,Low,1,5.4
S1318,Omar,Jones,student318@university.com,Female,20,Business,,91.6,94.73,80.74,87.97,7.84,72.61,97.57,C,26.5,No,Yes,None,Low,4,6.9
S1319,Emma,Brown,student319@university.com,Female,18,Engineering,77.31,47.22,63.29,99.68,57.07,2.54,97.15,57.71,B,11.0,No,Yes,Master's,Low,2,5.7
S1320,Liam,Jones,student320@university.com,Male,20,Engineering,82.57,94.6,70.88,68.26,51.55,1.98,95.86,77.27,D,21.3,No,Yes,PhD,Low,6,4.6
S1321,Ahmed,Brown,student321@university.com,Male,18,Engineering,75.83,90.79,68.04,77.62,84.26,8.75,90.49,59.33,A,25.9,No,Yes,Bachelor's,High,2,5.8
S1322,Maria,Williams,student322@university.com,Male,22,Engineering,99.59,82.5,95.67,66.39,92.76,5.59,81.43,89.17,A,14.7,Yes,Yes,,High,4,4.9
S1323,Sara,Smith,student323@university.com,Male,18,Mathematics,52.73,89.07,86.16,93.85,87.71,0.46,92.81,78.12,C,6.5,Yes,Yes,Master's,Medium,5,6.6
S1324,Emma,Williams,student324@university.com,Female,19,Engineering,74.55,72.63,89.89,,60.14,8.91,75.75,60.11,C,24.0,No,Yes,PhD,Low,8,6.6
S1325,Emma,Smith,student325@university.com,Female,24,Mathematics,54.57,80.51,47.99,58.94,79.19,3.49,59.01,93.31,C,5.5,No,Yes,Master's,Medium,5,6.2
S1326,John,Smith,student326@university.com,Male,21,CS,57.99,73.64,87.51,95.0,87.87,3.42,84.21,89.2,D,25.8,No,Yes,High School,Medium,2,4.9
S1327,Omar,Jones,student327@university.com,Female,22,Business,69.15,61.33,65.98,57.58,62.79,6.43,96.03,97.57,C,14.0,Yes,Yes,,Low,10,4.6
S1328,Liam,Davis,student328@university.com,Female,23,Business,57.78,74.13,41.4,54.77,76.39,6.61,50.98,50.03,D,25.0,No,Yes,None,Low,8,4.5
S1329,Liam,Williams,student329@university.com,Male,21,Engineering,98.18,55.45,43.61,82.65,65.72,3.53,62.57,72.86,A,18.6,No,Yes,Bachelor's,Medium,8,4.6
S1330,Ali,Brown,student330@university.com,Male,22,Engineering,97.34,66.42,80.67,69.3,61.28,1.43,63.27,99.99,B,14.0,Yes,Yes,PhD,Low,10,5.5
S1331,Ali,Williams,student331@university.com,Male,21,Engineering,66.81,56.85,62.32,76.54,98.48,5.52,54.95,90.56,C,27.5,Yes,Yes,PhD,Medium,1,4.0
S1332,Maria,Jones,student332@university.com,Male,19,Business,81.99,47.37,92.09,82.63,95.63,6.25,61.27,91.56,C,24.2,Yes,Yes,,Low,9,4.3
S1333,John,Smith,student333@university.com,Female,21,Business,76.69,59.31,84.06,52.64,72.28,8.6,69.2,81.06,D,7.0,No,Yes,PhD,Medium,8,6.4
S1334,Emma,Jones,student334@university.com,Male,18,CS,90.78,91.12,41.3,64.65,56.84,4.84,96.99,85.64,A,28.3,No,Yes,PhD,Medium,1,4.9
S1335,Liam,Johnson,student335@university.com,Female,21,Business,81.37,62.86,81.21,73.05,86.4,6.46,93.01,90.27,A,16.7,No,Yes,None,Medium,9,5.3
S1336,Ahmed,Johnson,student336@university.com,Male,22,Engineering,50.01,84.88,51.54,63.33,62.79,0.54,97.3,54.61,D,8.7,No,Yes,High School,Low,9,5.8
S1337,John,Brown,student337@university.com,Female,23,CS,88.16,50.51,65.35,52.45,58.43,8.95,56.03,84.63,A,24.3,No,Yes,High School,High,8,4.2
S1338,Maria,Jones,student338@university.com,Male,23,Business,87.34,65.47,77.48,54.33,69.08,3.27,51.4,90.77,A,17.9,No,Yes,Bachelor's,Low,10,5.1
S1339,Maria,Brown,student339@university.com,Male,20,Engineering,75.49,46.89,92.36,90.09,76.49,6.32,55.49,52.04,F,21.8,No,Yes,High School,Medium,7,7.9
S1340,John,Brown,student340@university.com,Female,24,Business,95.15,48.32,67.37,95.57,54.87,9.16,95.71,64.85,A,22.4,No,Yes,High School,Low,6,5.7
S1341,Maria,Johnson,student341@university.com,Female,21,CS,95.42,77.05,88.51,57.61,78.59,8.11,57.87,66.2,A,9.9,No,No,,Low,5,4.9
S1342,John,Brown,student342@university.com,Female,23,CS,76.2,76.45,86.98,,50.77,6.38,78.63,92.73,D,29.3,No,Yes,High School,Medium,6,5.0
S1343,Sara,Johnson,student343@university.com,Male,21,Engineering,80.4,52.8,64.87,82.61,94.59,7.04,61.38,89.02,D,7.6,Yes,Yes,High School,Low,1,8.9
S1344,John,Smith,student344@university.com,Female,24,CS,99.83,68.47,70.06,97.71,96.04,9.21,51.03,82.82,A,20.1,Yes,Yes,High School,Medium,1,4.7
S1345,Omar,Jones,student345@university.com,Female,23,Business,64.94,91.8,82.03,64.98,86.65,8.12,54.23,90.24,B,8.7,No,Yes,Master's,Medium,9,8.5
S1346,John,Brown,student346@university.com,Female,24,CS,66.23,50.45,41.87,92.76,73.33,6.1,85.49,72.67,A,26.9,Yes,Yes,High School,High,6,4.4
S1347,Maria,Johnson,student347@university.com,Female,21,Engineering,59.14,41.15,93.45,75.3,62.74,6.59,59.12,93.74,D,9.3,No,Yes,Master's,High,3,8.4
S1348,Liam,Williams,student348@university.com,Female,22,CS,94.79,79.12,86.19,97.83,87.21,1.47,61.46,61.71,A,16.0,No,No,None,Low,9,6.5
S1349,Omar,Brown,student349@university.com,Female,21,CS,87.22,43.21,54.96,56.81,96.59,4.7,68.86,85.23,A,7.2,Yes,No,High School,Low,3,7.0
S1350,Maria,Davis,student350@university.com,Female,24,Business,55.28,98.8,98.87,,57.93,3.01,82.86,62.09,F,16.2,No,Yes,PhD,Medium,9,5.2
S1351,Ali,Smith,student351@university.com,Female,22,CS,99.09,76.58,50.76,72.05,73.29,4.32,73.47,51.99,A,5.1,No,Yes,Master's,Low,5,8.5
S1352,Ali,Smith,student352@university.com,Female,22,Engineering,86.55,68.22,94.85,97.65,65.76,6.62,97.23,64.21,B,16.1,Yes,Yes,High School,Medium,1,6.9
S1353,Liam,Williams,student353@university.com,Male,20,Mathematics,92.53,65.8,59.47,72.93,67.84,1.49,71.71,74.65,A,22.2,Yes,No,PhD,Low,5,7.4
S1354,Liam,Johnson,student354@university.com,Male,23,Engineering,,74.38,85.79,76.5,70.29,0.17,59.96,92.17,A,9.6,No,Yes,Bachelor's,Medium,10,6.8
S1355,Omar,Brown,student355@university.com,Female,18,Business,75.25,45.44,67.38,90.24,97.59,3.97,76.81,75.44,F,18.8,No,Yes,Master's,Medium,2,4.6
S1356,Sara,Johnson,student356@university.com,Male,22,CS,84.93,95.8,84.19,86.13,62.93,3.22,72.54,58.96,A,16.9,No,Yes,None,Medium,2,8.2
S1357,Liam,Smith,student357@university.com,Male,24,CS,77.15,77.54,49.35,80.98,74.63,4.2,89.36,99.64,D,13.4,Yes,No,,Low,1,4.9
S1358,Ali,Johnson,student358@university.com,Female,23,Business,83.33,51.04,56.17,70.85,97.57,9.31,96.76,63.5,A,21.8,Yes,Yes,PhD,Low,10,5.5
S1359,John,Smith,student359@university.com,Female,19,Business,,73.75,45.99,89.62,73.8,7.07,91.81,99.26,B,29.9,Yes,No,Master's,Low,4,7.3
S1360,Maria,Johnson,student360@university.com,Female,21,Engineering,68.72,48.0,91.91,97.41,93.18,3.27,69.45,96.82,B,28.4,No,Yes,,Medium,4,4.5
S1361,Ali,Williams,student361@university.com,Female,24,Engineering,92.43,41.05,57.78,50.49,52.94,1.79,60.81,77.12,A,29.3,No,Yes,High School,High,5,8.7
S1362,Ali,Jones,student362@university.com,Female,19,Engineering,58.15,77.83,81.67,79.39,97.65,6.18,95.72,54.6,D,5.5,Yes,Yes,,Medium,4,4.6
S1363,Sara,Williams,student363@university.com,Female,24,CS,63.54,78.91,89.21,93.3,59.38,6.58,69.3,84.77,B,11.4,Yes,Yes,High School,High,2,7.3
S1364,Omar,Williams,student364@university.com,Male,21,Business,52.17,75.02,94.09,82.66,99.0,4.84,88.51,92.29,C,28.1,Yes,No,None,Low,5,7.2
S1365,Omar,Jones,student365@university.com,Female,20,Engineering,68.22,51.01,46.38,90.04,58.78,2.13,99.48,72.27,B,6.2,No,Yes,,Medium,8,7.5
S1366,Emma,Jones,student366@university.com,Male,24,Engineering,69.0,76.21,93.58,94.75,72.22,0.29,78.87,61.95,F,14.1,No,Yes,Master's,High,6,6.2
S1367,Sara,Brown,student367@university.com,Female,22,Business,90.26,43.39,51.84,87.55,65.43,2.66,73.99,90.14,A,21.3,No,Yes,,Low,5,5.9
S1368,John,Brown,student368@university.com,Female,18,CS,82.66,76.55,84.21,,71.66,4.57,84.99,77.25,F,29.6,No,Yes,None,High,7,8.9
S1369,Omar,Williams,student369@university.com,Male,22,CS,71.84,73.24,83.73,98.24,62.53,7.88,59.7,59.88,D,11.9,Yes,Yes,High School,Medium,1,8.1
S1370,Maria,Williams,student370@university.com,Female,21,Business,82.61,79.32,40.51,93.18,98.27,8.54,74.41,97.48,C,24.1,No,Yes,,High,6,6.4
S1371,Liam,Smith,student371@university.com,Female,24,Business,52.64,93.73,53.24,90.77,65.29,4.13,65.62,97.4,D,21.5,No,Yes,,Low,2,4.9
S1372,Sara,Smith,student372@university.com,Male,18,Engineering,59.01,91.02,69.51,54.32,82.66,7.96,58.21,68.35,C,20.3,No,Yes,,Medium,5,8.5
S1373,Liam,Brown,student373@university.com,Female,22,CS,81.35,98.84,65.2,,56.87,9.93,80.51,53.2,D,23.6,No,Yes,None,Low,10,7.2
S1374,Ali,Davis,student374@university.com,Male,18,CS,82.07,98.57,95.11,77.84,91.22,7.17,78.79,81.54,B,11.3,Yes,Yes,Bachelor's,Low,4,4.7
S1375,Maria,Davis,student375@university.com,Female,21,Engineering,88.71,86.34,61.58,85.48,77.13,7.29,88.06,65.86,B,13.5,No,Yes,None,High,7,4.9
S1376,Maria,Brown,student376@university.com,Female,20,CS,70.15,97.39,96.22,65.16,98.97,9.1,93.65,53.32,B,19.0,No,No,None,Medium,9,6.7
S1377,Ali,Smith,student377@university.com,Male,20,Business,86.13,92.04,67.57,54.67,71.17,3.38,61.02,94.59,A,16.0,No,Yes,Master's,Medium,9,6.5
S1378,Sara,Smith,student378@university.com,Female,24,Mathematics,,83.65,97.86,65.55,59.77,0.11,88.99,99.91,D,23.0,No,No,Bachelor's,Medium,10,6.0
S1379,Ali,Davis,student379@university.com,Male,22,Business,,44.52,84.24,,67.3,9.87,68.37,67.52,C,25.0,No,Yes,None,Medium,1,6.1
S1380,Liam,Johnson,student380@university.com,Male,19,CS,60.76,42.94,89.76,93.87,86.85,4.9,81.44,87.24,D,18.2,No,Yes,High School,High,7,4.9
S1381,Emma,Johnson,student381@university.com,Male,21,Business,77.58,90.26,46.29,95.65,82.96,7.86,92.51,53.29,A,14.8,Yes,No,High School,High,7,5.3
S1382,Maria,Smith,student382@university.com,Female,22,CS,80.09,69.38,75.17,68.94,88.92,8.12,62.81,68.49,F,27.8,No,Yes,Bachelor's,Medium,5,6.5
S1383,Ahmed,Johnson,student383@university.com,Female,22,CS,99.93,88.88,48.56,68.63,53.67,3.98,80.05,55.44,A,23.7,No,Yes,None,High,8,4.3
S1384,Ahmed,Jones,student384@university.com,Male,20,CS,60.06,58.78,57.86,70.34,79.02,5.41,74.02,52.77,C,21.8,No,Yes,Bachelor's,Low,10,5.8
S1385,Liam,Brown,student385@university.com,Female,24,CS,76.16,63.86,77.41,68.79,96.61,5.4,89.53,79.44,A,6.4,Yes,Yes,None,Low,4,5.1
S1386,John,Brown,student386@university.com,Female,18,Mathematics,67.31,82.01,83.57,83.31,55.4,2.2,84.86,90.1,D,18.2,No,No,Master's,Low,1,4.9
S1387,Omar,Smith,student387@university.com,Female,21,CS,76.29,94.92,42.35,67.92,54.72,1.18,88.48,72.65,C,8.0,No,Yes,PhD,High,4,4.7
S1388,Ali,Williams,student388@university.com,Male,18,CS,61.61,45.27,71.86,51.02,85.83,5.44,64.4,76.21,D,21.5,No,No,High School,Medium,2,4.7
S1389,Ali,Davis,student389@university.com,Female,23,Mathematics,52.38,91.69,73.92,71.95,65.76,1.2,85.22,63.54,F,12.5,Yes,No,Bachelor's,High,3,4.8
S1390,John,Smith,student390@university.com,Male,23,CS,78.63,87.58,44.73,61.21,82.93,3.46,80.29,86.82,B,23.5,No,Yes,High School,Low,4,5.9
S1391,John,Johnson,student391@university.com,Female,21,Business,66.79,58.93,70.04,51.44,77.27,1.86,72.83,68.05,C,24.5,No,Yes,None,Low,7,4.5
S1392,Liam,Davis,student392@university.com,Female,24,CS,59.1,61.31,82.83,73.54,99.3,7.07,68.92,53.37,C,12.5,No,Yes,High School,Medium,9,8.5
S1393,Liam,Williams,student393@university.com,Male,19,CS,66.2,42.79,43.19,60.3,94.45,8.72,66.58,58.28,D,29.4,No,Yes,,Low,4,6.5
S1394,John,Johnson,student394@university.com,Female,23,Mathematics,52.46,40.94,85.62,72.64,83.9,5.78,50.48,56.42,D,17.9,Yes,Yes,Bachelor's,High,2,6.5
S1395,Maria,Jones,student395@university.com,Male,20,CS,97.52,68.62,74.59,63.89,63.08,4.1,58.48,71.79,B,10.4,No,Yes,PhD,Medium,10,5.1
S1396,Liam,Johnson,student396@university.com,Female,19,Engineering,79.06,45.73,89.99,80.19,63.1,9.97,52.95,53.26,F,24.4,No,Yes,,Medium,10,8.3
S1397,Emma,Jones,student397@university.com,Male,22,CS,90.74,51.64,53.08,99.54,94.11,0.21,92.42,90.32,A,24.0,No,Yes,Master's,Medium,4,8.1
S1398,Liam,Davis,student398@university.com,Female,23,CS,71.16,90.81,90.0,77.36,79.27,3.04,93.0,95.4,F,15.3,No,Yes,High School,Medium,8,4.2
S1399,Ali,Jones,student399@university.com,Female,20,CS,95.17,74.26,45.67,82.34,89.46,2.79,92.31,62.42,A,21.5,No,Yes,Bachelor's,Medium,2,7.7
S1400,Liam,Davis,student400@university.com,Female,22,CS,74.17,78.02,64.23,95.96,72.49,3.56,90.9,74.28,D,5.5,No,Yes,,Low,8,4.9
S1401,Maria,Davis,student401@university.com,Male,19,CS,78.7,51.25,51.97,68.7,55.15,2.31,61.07,75.95,B,12.3,No,Yes,,High,5,6.8
S1402,John,Davis,student402@university.com,Male,21,Business,74.59,89.72,92.56,,66.63,2.64,74.59,99.25,C,27.0,No,Yes,,Medium,2,8.4
S1403,Ali,Davis,student403@university.com,Male,22,Engineering,86.66,92.08,82.3,64.14,58.06,2.58,95.39,53.28,B,10.8,No,Yes,Master's,Low,8,8.7
S1404,Liam,Davis,student404@university.com,Female,18,CS,78.33,71.4,41.52,70.14,89.09,5.06,87.99,83.39,A,27.6,Yes,No,High School,Medium,2,4.9
S1405,Maria,Johnson,student405@university.com,Male,21,Engineering,63.58,94.75,40.57,82.25,85.03,3.91,50.09,67.29,B,19.5,No,Yes,Master's,Medium,4,8.7
S1406,Emma,Davis,student406@university.com,Male,21,Mathematics,57.28,90.69,57.47,50.23,54.42,6.39,72.97,75.09,D,27.6,No,Yes,None,High,2,4.3
S1407,Liam,Johnson,student407@university.com,Male,19,Mathematics,80.31,83.88,48.6,92.67,81.07,5.14,50.53,60.85,C,8.3,No,Yes,High School,High,6,8.5
S1408,Maria,Davis,student408@university.com,Male,19,Business,74.46,84.04,77.82,53.8,93.71,1.83,64.03,58.01,A,16.6,No,Yes,None,Low,3,7.9
S1409,Emma,Jones,student409@university.com,Male,20,Business,54.8,46.32,79.83,95.03,84.87,8.1,71.79,62.18,C,12.4,No,Yes,PhD,Low,7,8.6
S1410,John,Davis,student410@university.com,Male,20,CS,69.78,56.25,96.52,97.47,75.56,4.72,94.64,53.56,F,27.2,No,Yes,High School,Low,6,5.8
S1411,Liam,Williams,student411@university.com,Male,18,CS,75.74,44.01,97.12,99.51,65.59,1.53,82.72,63.9,D,13.5,No,Yes,None,Low,1,8.7
S1412,Emma,Davis,student412@university.com,Male,21,Engineering,91.34,40.52,79.53,,94.35,1.67,68.12,84.52,A,19.7,No,Yes,Master's,Medium,9,8.1
S1413,Ali,Davis,student413@university.com,Male,24,Engineering,53.81,49.5,40.34,57.09,71.14,7.97,74.53,82.57,F,25.7,No,Yes,PhD,Medium,7,5.6
S1414,John,Jones,student414@university.com,Male,18,Engineering,67.42,92.83,61.54,85.31,92.77,7.03,90.87,77.72,A,10.7,Yes,Yes,,High,1,5.7
S1415,Ali,Brown,student415@university.com,Female,18,Engineering,91.13,54.39,70.79,60.17,89.15,5.07,64.98,50.02,A,6.1,Yes,Yes,,High,4,5.8
S1416,Ahmed,Jones,student416@university.com,Female,24,Mathematics,82.42,98.21,69.95,94.86,90.81,3.06,80.75,56.29,D,17.4,Yes,Yes,PhD,Medium,4,6.9
S1417,Sara,Williams,student417@university.com,Male,24,Business,64.5,75.84,76.2,65.83,99.49,4.61,63.11,92.14,A,22.1,Yes,Yes,Bachelor's,Medium,6,4.9
S1418,Liam,Brown,student418@university.com,Female,24,Engineering,92.27,54.24,97.63,66.34,87.44,6.36,74.0,63.59,A,23.0,Yes,Yes,Bachelor's,Medium,3,6.2
S1419,Emma,Smith,student419@university.com,Female,19,Business,74.66,69.83,93.11,95.88,51.7,8.79,51.23,95.61,C,15.4,Yes,No,PhD,Medium,2,4.3
S1420,Sara,Smith,student420@university.com,Male,18,CS,74.92,53.15,46.53,50.66,60.27,5.56,92.61,93.73,A,7.0,No,No,None,Low,3,5.8
S1421,Sara,Williams,student421@university.com,Male,18,CS,98.83,99.04,55.96,59.7,51.76,2.77,52.42,57.75,A,15.1,Yes,Yes,,Low,4,7.3
S1422,Emma,Jones,student422@university.com,Male,22,CS,97.36,90.84,89.99,,59.5,0.43,61.22,94.91,B,8.0,No,Yes,High School,High,8,6.9
S1423,John,Johnson,student423@university.com,Female,24,Engineering,67.93,41.57,89.46,85.04,53.07,1.75,66.68,81.39,A,6.8,No,Yes,,Medium,8,5.6
S1424,Liam,Williams,student424@university.com,Male,24,CS,57.03,96.87,56.52,82.38,75.08,6.5,81.26,81.51,F,12.6,No,No,None,Medium,1,5.3
S1425,Ahmed,Brown,student425@university.com,Female,20,Business,66.28,83.26,83.84,83.47,51.41,1.6,86.0,92.63,C,24.4,No,Yes,,High,9,5.6
S1426,Ali,Brown,student426@university.com,Male,20,CS,51.52,44.94,80.32,94.0,73.63,4.82,54.02,70.25,D,24.2,No,Yes,Bachelor's,Low,4,4.3
S1427,Maria,Davis,student427@university.com,Female,21,Engineering,51.04,80.24,68.41,56.05,94.94,6.99,52.17,86.76,F,20.2,No,Yes,None,Medium,4,5.3
S1428,Ali,Smith,student428@university.com,Female,20,CS,69.78,78.82,52.09,76.11,87.43,3.08,89.95,83.39,C,25.7,No,Yes,Master's,Low,4,7.5
S1429,Maria,Brown,student429@university.com,Male,23,CS,,53.13,93.32,86.27,97.2,6.69,85.61,88.58,F,17.5,No,Yes,,Medium,7,4.9
S1430,Ali,Williams,student430@university.com,Male,21,Business,93.57,85.51,80.67,81.81,61.33,5.81,91.58,83.01,A,11.1,No,Yes,None,Low,2,4.7
S1431,Emma,Brown,student431@university.com,Female,24,Engineering,75.57,45.22,50.14,72.42,76.55,4.39,83.83,54.0,B,19.2,No,No,Bachelor's,Medium,7,8.2
S1432,Ahmed,Williams,student432@university.com,Female,22,Mathematics,78.26,69.37,82.29,50.86,65.93,8.97,87.55,64.64,F,28.1,No,Yes,None,Low,10,5.2
S1433,Liam,Johnson,student433@university.com,Male,20,Mathematics,50.3,40.6,84.49,53.02,74.69,6.92,68.95,97.0,D,5.9,Yes,Yes,PhD,Medium,2,5.3
S1434,Maria,Davis,student434@university.com,Male,22,CS,60.78,98.12,93.21,55.95,77.85,3.61,79.51,61.17,D,29.1,No,Yes,Bachelor's,High,3,6.3
S1435,Liam,Smith,student435@university.com,Female,20,CS,,85.09,53.37,67.16,51.81,8.04,90.27,73.61,F,23.6,No,Yes,None,Low,5,6.4
S1436,Liam,Brown,student436@university.com,Male,20,Business,87.73,49.53,99.33,55.88,61.66,7.38,58.61,67.85,A,22.2,No,No,,Low,1,4.9
S1437,Liam,Williams,student437@university.com,Female,22,Mathematics,57.28,60.5,49.2,71.3,85.24,7.92,71.14,54.31,C,20.3,Yes,Yes,,High,8,6.8
S1438,Omar,Jones,student438@university.com,Male,18,Engineering,,49.63,76.04,58.93,88.65,6.41,87.02,59.06,C,11.4,No,No,PhD,Medium,6,7.5
S1439,John,Smith,student439@university.com,Male,18,Business,82.17,86.0,79.43,88.96,78.47,3.79,76.63,64.33,B,27.1,No,Yes,None,Medium,4,6.4
S1440,Ali,Johnson,student440@university.com,Male,18,Business,61.47,43.53,65.14,93.57,63.54,3.49,84.08,73.17,D,29.3,Yes,Yes,PhD,Medium,3,8.5
S1441,Liam,Williams,student441@university.com,Female,23,CS,,90.42,68.5,69.48,70.25,6.54,64.64,93.73,A,28.1,No,Yes,,Low,7,9.0
S1442,Ali,Davis,student442@university.com,Male,18,Engineering,81.38,96.53,93.45,75.57,54.8,1.31,51.62,75.78,B,7.7,Yes,Yes,PhD,Medium,6,6.6
S1443,Liam,Davis,student443@university.com,Female,20,Business,95.04,80.6,78.72,97.67,97.66,8.2,51.46,82.6,A,23.4,No,Yes,,Low,9,8.9
S1444,Maria,Johnson,student444@university.com,Male,24,Engineering,85.92,52.78,69.82,76.78,93.43,3.7,97.14,71.3,A,18.9,Yes,Yes,,High,2,7.2
S1445,John,Johnson,student445@university.com,Female,19,CS,,61.61,47.7,,53.28,6.3,97.23,93.5,D,24.7,No,Yes,None,Medium,6,6.6
S1446,John,Davis,student446@university.com,Female,22,CS,79.37,68.63,40.44,57.11,58.32,4.99,60.56,83.13,C,13.8,No,Yes,Bachelor's,Low,10,8.4
S1447,Emma,Brown,student447@university.com,Male,24,CS,65.54,76.28,47.5,93.11,79.05,5.19,57.37,54.53,A,28.9,No,Yes,Bachelor's,Medium,1,8.8
S1448,Omar,Brown,student448@university.com,Female,19,CS,99.96,80.12,97.37,74.86,61.62,7.38,50.91,73.88,B,12.8,No,Yes,Bachelor's,Low,4,9.0
S1449,Emma,Williams,student449@university.com,Female,24,Mathematics,87.44,73.25,85.85,51.14,96.72,6.27,61.56,91.36,A,23.4,No,Yes,PhD,Low,4,7.8
S1450,Emma,Jones,student450@university.com,Female,23,CS,80.72,61.08,98.03,98.61,87.78,2.5,66.72,86.68,F,17.6,Yes,No,,Medium,9,6.4
S1451,Emma,Williams,student451@university.com,Female,19,CS,71.16,93.46,42.14,98.25,63.66,0.74,62.06,95.27,D,20.4,No,Yes,Bachelor's,Low,9,5.5
S1452,Emma,Jones,student452@university.com,Male,21,CS,80.91,44.88,80.81,69.16,50.31,8.4,89.87,61.38,C,7.9,No,Yes,,Medium,8,6.8
S1453,Emma,Johnson,student453@university.com,Male,18,Engineering,67.08,67.98,42.66,97.71,89.97,8.85,87.47,98.86,C,20.3,No,Yes,Bachelor's,High,8,7.9
S1454,Ahmed,Smith,student454@university.com,Male,23,Engineering,51.44,86.53,86.92,57.05,71.2,1.64,54.05,64.25,D,19.1,No,Yes,,High,5,4.1
S1455,John,Williams,student455@university.com,Female,24,CS,69.75,43.65,62.86,84.01,82.12,3.09,84.87,52.51,F,23.0,No,Yes,PhD,Medium,3,5.3
S1456,Emma,Williams,student456@university.com,Female,20,CS,96.52,82.32,45.75,59.6,64.35,2.82,76.03,74.78,A,12.2,No,Yes,None,High,10,5.8
S1457,Liam,Jones,student457@university.com,Male,18,CS,81.32,89.18,74.08,62.33,57.14,9.37,56.61,55.52,F,25.8,No,Yes,PhD,Low,5,7.9
S1458,John,Johnson,student458@university.com,Male,18,Engineering,54.2,79.65,56.81,88.97,83.77,2.05,86.98,84.07,F,28.6,Yes,No,High School,Medium,10,7.1
S1459,John,Johnson,student459@university.com,Female,19,CS,,40.78,79.57,68.87,72.52,1.67,54.3,95.03,C,27.1,No,Yes,None,Low,7,6.1
S1460,Sara,Jones,student460@university.com,Male,21,Mathematics,63.44,50.81,79.49,50.36,61.76,1.82,58.86,96.07,D,14.8,No,No,Bachelor's,Low,8,8.6
S1461,Ahmed,Johnson,student461@university.com,Male,18,Engineering,62.19,60.53,82.3,70.71,56.88,7.3,57.46,80.35,F,24.1,Yes,Yes,,Medium,8,6.7
S1462,Emma,Davis,student462@university.com,Female,24,CS,64.85,54.02,99.55,61.4,79.02,8.88,96.95,76.76,F,14.1,Yes,Yes,High School,Low,2,7.6
S1463,Ali,Brown,student463@university.com,Male,24,Business,78.86,97.76,63.2,84.17,86.28,3.93,84.91,99.7,F,26.6,No,Yes,None,Low,7,7.3
S1464,Maria,Davis,student464@university.com,Female,22,CS,77.23,79.1,67.92,59.72,64.19,1.36,70.56,78.97,F,14.4,Yes,Yes,,Low,4,8.3
S1465,Omar,Smith,student465@university.com,Male,22,Engineering,74.57,57.82,88.28,92.11,86.76,5.86,91.11,96.37,F,9.7,No,Yes,PhD,Low,4,8.1
S1466,Liam,Williams,student466@university.com,Female,18,CS,85.88,95.78,74.7,63.35,59.16,2.1,60.8,95.83,A,17.2,Yes,Yes,PhD,Low,9,8.9
S1467,Ali,Smith,student467@university.com,Female,19,Engineering,65.83,84.44,42.24,69.65,66.92,0.64,96.55,64.48,C,8.4,No,Yes,Bachelor's,Low,7,5.9
S1468,Ahmed,Williams,student468@university.com,Female,19,Business,89.1,57.08,90.58,64.9,87.24,8.86,84.85,50.69,B,19.7,No,Yes,Master's,Low,5,4.8
S1469,Maria,Brown,student469@university.com,Female,20,Mathematics,,62.73,43.09,82.2,83.01,8.71,77.98,71.96,B,19.4,No,Yes,Bachelor's,High,5,7.8
S1470,Ahmed,Johnson,student470@university.com,Female,23,CS,89.13,51.97,50.25,55.06,63.53,9.76,89.73,93.07,B,17.3,No,No,Master's,Low,7,8.4
S1471,Liam,Davis,student471@university.com,Male,23,CS,83.19,98.26,46.12,73.9,56.11,4.74,82.24,91.81,D,20.1,No,Yes,None,Low,9,4.3
S1472,John,Jones,student472@university.com,Male,23,Engineering,84.16,71.04,44.68,,52.12,2.94,94.36,80.18,B,29.4,No,No,None,Low,6,5.7
S1473,Maria,Davis,student473@university.com,Male,21,Mathematics,74.08,93.76,41.54,,91.9,7.7,91.46,57.83,B,14.6,No,Yes,PhD,Low,10,8.0
S1474,John,Brown,student474@university.com,Female,19,Mathematics,83.35,60.79,43.3,53.67,53.76,1.8,59.89,55.38,B,15.6,No,Yes,PhD,Low,7,7.4
S1475,Liam,Smith,student475@university.com,Male,20,CS,53.99,91.65,66.55,,55.74,2.43,61.98,97.73,D,11.9,No,No,None,Medium,4,7.8
S1476,Ali,Jones,student476@university.com,Female,22,CS,92.58,43.23,55.17,58.38,61.89,2.56,53.25,71.07,A,9.6,No,Yes,Master's,High,9,6.7
S1477,Liam,Johnson,student477@university.com,Female,24,Engineering,52.78,98.93,47.59,54.43,72.28,9.52,61.01,82.41,C,12.2,No,Yes,Bachelor's,Medium,8,5.9
S1478,Ali,Brown,student478@university.com,Male,23,CS,57.44,94.72,79.52,60.12,89.49,7.3,67.17,95.29,F,10.3,No,Yes,None,High,9,8.1
S1479,Maria,Jones,student479@university.com,Female,22,CS,78.84,61.79,53.57,55.13,62.37,1.34,51.44,93.49,A,15.8,No,Yes,None,Medium,5,6.8
S1480,Maria,Brown,student480@university.com,Male,22,CS,86.97,86.48,41.14,76.05,77.18,0.93,65.75,78.35,A,10.8,No,Yes,,Low,1,6.6
S1481,Emma,Brown,student481@university.com,Female,18,Engineering,53.81,85.14,65.11,99.41,54.52,8.43,88.58,74.4,F,17.9,Yes,Yes,PhD,Medium,8,7.7
S1482,Ahmed,Johnson,student482@university.com,Female,21,Mathematics,,94.08,58.63,51.72,73.23,8.02,92.02,86.76,C,12.2,No,Yes,Master's,Medium,8,5.0
S1483,Emma,Williams,student483@university.com,Male,20,Mathematics,,58.44,59.12,73.06,58.88,6.71,50.44,67.48,F,15.6,No,Yes,,Low,7,6.9
S1484,Ahmed,Jones,student484@university.com,Female,21,CS,80.3,67.93,66.72,69.3,60.56,1.96,50.36,81.27,A,8.2,No,Yes,High School,High,7,5.5
S1485,Emma,Johnson,student485@university.com,Male,18,Engineering,74.06,91.9,80.13,66.98,68.34,4.8,57.32,51.16,A,9.1,No,No,High School,High,5,4.1
S1486,John,Brown,student486@university.com,Female,20,Business,87.07,86.71,76.99,66.59,88.07,6.03,93.63,91.22,A,20.4,No,Yes,None,Medium,8,7.7
S1487,Maria,Johnson,student487@university.com,Male,20,CS,66.42,63.61,96.24,94.75,87.2,9.32,73.46,99.9,C,19.1,Yes,Yes,PhD,Low,3,6.4
S1488,Ali,Williams,student488@university.com,Female,19,Engineering,,90.74,71.06,,70.75,1.69,99.15,97.74,F,9.3,No,Yes,None,Low,5,8.5
S1489,Ahmed,Davis,student489@university.com,Male,21,Engineering,95.81,42.82,68.35,88.75,55.93,5.15,94.37,67.99,A,12.4,No,Yes,High School,Medium,10,6.5
S1490,Liam,Jones,student490@university.com,Male,21,CS,97.78,86.92,52.8,62.65,64.03,1.58,94.51,76.56,A,10.5,No,Yes,High School,Low,10,4.1
S1491,Ahmed,Williams,student491@university.com,Female,19,Engineering,96.35,52.41,85.32,69.16,75.27,4.44,56.42,61.81,A,24.9,Yes,Yes,Bachelor's,Low,9,6.0
S1492,Ali,Smith,student492@university.com,Male,22,CS,63.12,57.17,48.45,71.01,93.47,2.0,73.76,65.15,C,14.1,Yes,Yes,None,Low,8,4.9
S1493,Emma,Jones,student493@university.com,Female,18,Engineering,61.62,69.59,69.47,65.24,98.41,8.36,99.68,72.87,F,15.1,No,Yes,None,Medium,9,8.6
S1494,Ahmed,Williams,student494@university.com,Female,21,CS,64.88,66.98,65.28,54.68,81.87,2.55,57.45,87.35,F,21.6,No,Yes,Master's,Medium,8,6.2
S1495,Omar,Brown,student495@university.com,Male,19,CS,72.07,71.23,79.5,55.72,67.53,4.17,78.71,50.89,D,13.1,Yes,Yes,,Medium,6,6.6
S1496,John,Jones,student496@university.com,Male,24,CS,65.71,72.69,95.06,64.91,84.67,4.08,67.21,69.69,A,14.4,No,Yes,PhD,Low,7,5.8
S1497,Maria,Jones,student497@university.com,Male,20,Business,68.71,59.89,96.8,91.09,66.81,8.66,69.39,77.82,F,24.9,No,Yes,,High,6,6.6
S1498,Ali,Johnson,student498@university.com,Male,23,Engineering,81.03,50.51,50.07,56.73,81.27,7.58,94.54,60.76,A,24.9,Yes,Yes,None,Medium,2,4.4
S1499,Maria,Brown,student499@university.com,Male,24,Engineering,88.13,86.11,55.71,,62.19,0.58,79.4,53.92,A,20.1,No,Yes,PhD,Medium,1,6.3
S1500,Omar,Smith,student500@university.com,Female,19,Engineering,86.78,64.0,88.7,64.44,63.35,0.67,87.94,76.98,A,19.0,No,Yes,Bachelor's,Medium,1,7.3
S1501,Ahmed,Davis,student501@university.com,Male,23,Engineering,90.72,70.35,71.1,94.17,53.76,5.51,83.66,81.89,A,9.5,No,Yes,None,Medium,7,5.9
S1502,Ahmed,Williams,student502@university.com,Female,22,CS,51.61,78.68,67.18,71.42,71.01,4.28,76.45,82.05,C,16.8,No,Yes,PhD,High,8,6.0
S1503,Liam,Johnson,student503@university.com,Male,18,Business,52.39,94.58,82.64,58.59,80.91,2.76,89.59,67.83,D,11.9,No,Yes,,Medium,1,8.2
S1504,Omar,Williams,student504@university.com,Male,23,CS,89.47,82.45,76.12,99.29,89.44,7.93,98.54,61.87,A,23.2,No,No,None,Medium,1,6.7
S1505,Ali,Smith,student505@university.com,Male,22,CS,76.65,42.73,98.24,58.83,90.52,1.29,98.34,61.02,F,20.7,No,Yes,,Medium,7,6.9
S1506,Liam,Smith,student506@university.com,Female,23,Business,78.91,90.31,75.04,78.38,99.62,9.74,89.47,52.03,F,14.4,No,Yes,High School,Low,5,5.5
S1507,John,Jones,student507@university.com,Male,20,CS,52.63,99.36,67.96,78.46,54.39,0.24,74.37,59.23,D,18.4,Yes,Yes,None,Low,9,6.4
S1508,Liam,Smith,student508@university.com,Female,20,CS,62.77,68.35,72.57,68.64,74.66,1.18,58.16,90.93,A,15.5,Yes,Yes,Master's,Medium,9,4.3
S1509,Sara,Williams,student509@university.com,Female,20,Engineering,81.92,98.18,88.51,97.57,76.07,3.11,52.22,50.15,C,8.7,No,Yes,PhD,Low,7,6.2
S1510,Ali,Brown,student510@university.com,Female,20,Engineering,92.96,72.84,76.76,92.19,90.23,5.09,61.57,52.19,A,24.5,No,Yes,PhD,Low,7,8.0
S1511,Sara,Brown,student511@university.com,Male,19,Business,95.85,67.58,78.82,91.49,63.32,2.16,67.01,56.35,B,27.5,No,Yes,None,Medium,2,4.8
S1512,Omar,Jones,student512@university.com,Female,20,Engineering,75.02,59.88,98.29,,53.47,7.36,56.49,71.01,B,28.3,No,Yes,High School,Medium,2,7.8
S1513,Emma,Davis,student513@university.com,Male,24,Engineering,77.27,79.45,77.1,72.86,65.69,3.58,61.24,66.69,F,24.7,Yes,Yes,PhD,Medium,10,5.9
S1514,Sara,Williams,student514@university.com,Female,20,Business,91.65,53.79,62.82,54.86,99.2,0.39,54.18,58.89,A,25.5,No,Yes,PhD,Low,1,4.1
S1515,John,Williams,student515@university.com,Male,24,CS,76.88,46.3,81.48,88.27,94.97,8.78,76.18,55.55,A,6.4,No,Yes,High School,Low,7,8.8
S1516,Liam,Smith,student516@university.com,Female,19,CS,75.84,41.63,79.57,69.04,69.76,9.44,56.32,96.94,F,24.5,No,Yes,Master's,Low,5,4.9
S1517,Emma,Williams,student517@university.com,Male,20,Engineering,95.25,57.54,40.83,59.52,93.81,6.19,87.14,95.56,B,12.6,Yes,Yes,None,High,1,5.7
S1518,Liam,Johnson,student518@university.com,Male,22,CS,,63.75,68.04,74.16,51.64,8.07,66.63,88.59,B,8.4,Yes,Yes,None,Low,7,6.4
S1519,Sara,Davis,student519@university.com,Male,22,Mathematics,95.45,73.12,84.57,96.29,65.71,1.21,83.6,62.6,B,18.0,No,Yes,None,Low,7,8.7
S1520,Liam,Smith,student520@university.com,Female,21,Business,60.91,57.56,69.94,58.57,86.34,2.69,94.13,66.18,C,19.3,Yes,Yes,Bachelor's,Low,10,6.9
S1521,Omar,Johnson,student521@university.com,Female,22,CS,76.22,99.04,86.78,92.43,61.07,3.25,54.3,83.29,A,17.1,No,Yes,None,High,3,8.5
S1522,Emma,Jones,student522@university.com,Male,18,CS,92.12,57.5,67.05,70.91,59.92,9.61,99.45,64.58,A,21.3,No,Yes,High School,Medium,3,6.8
S1523,Omar,Brown,student523@university.com,Female,18,CS,55.56,66.46,99.0,,93.09,5.12,82.26,76.53,F,22.9,Yes,Yes,None,Low,4,5.0
S1524,Sara,Jones,student524@university.com,Female,18,CS,89.73,46.2,57.57,92.42,80.8,0.07,52.67,82.56,A,8.4,Yes,Yes,Master's,Low,7,6.8
S1525,Omar,Brown,student525@university.com,Female,19,CS,59.15,55.64,45.53,98.48,99.45,3.8,65.7,75.96,D,20.4,No,Yes,Bachelor's,High,7,4.5
S1526,John,Jones,student526@university.com,Female,22,Engineering,,42.9,65.8,64.56,56.73,0.08,94.31,70.66,D,6.4,Yes,Yes,High School,Low,8,4.6
S1527,Sara,Williams,student527@university.com,Female,24,Business,80.6,73.57,72.5,65.18,67.81,2.38,79.81,67.39,D,16.2,Yes,Yes,High School,Medium,9,4.6
S1528,Sara,Johnson,student528@university.com,Female,18,Business,59.66,85.06,60.95,69.53,65.56,4.55,64.36,88.89,F,7.5,Yes,Yes,,Medium,5,4.1
S1529,Sara,Brown,student529@university.com,Female,21,CS,73.67,51.74,54.54,90.71,94.01,3.23,97.02,86.95,C,16.2,Yes,No,None,Medium,10,4.8
S1530,Ali,Smith,student530@university.com,Male,19,CS,84.1,62.07,80.32,50.52,62.76,0.33,89.36,84.81,A,9.4,No,Yes,Bachelor's,High,8,5.8
S1531,Liam,Johnson,student531@university.com,Male,21,Engineering,,41.0,62.63,61.2,67.67,1.16,86.78,68.73,F,23.4,Yes,Yes,Bachelor's,Low,1,4.4
S1532,Ali,Smith,student532@university.com,Female,22,Business,71.36,90.37,77.88,85.29,57.14,5.51,94.42,88.79,B,27.5,No,Yes,Bachelor's,High,2,4.0
S1533,Ali,Johnson,student533@university.com,Male,20,Business,94.97,86.8,86.74,70.28,88.77,6.96,88.49,97.89,B,9.2,No,Yes,High School,Medium,8,4.6
S1534,John,Johnson,student534@university.com,Male,21,Mathematics,75.96,43.8,85.66,66.51,61.89,4.05,64.34,84.45,D,23.4,No,Yes,Master's,High,8,8.7
S1535,Emma,Jones,student535@university.com,Male,20,Engineering,75.29,61.89,62.52,93.61,53.42,7.31,79.19,70.39,C,8.7,Yes,Yes,High School,Low,9,6.6
S1536,Liam,Brown,student536@university.com,Female,19,Engineering,53.11,97.32,74.07,95.87,71.76,1.63,92.11,89.82,D,15.8,Yes,Yes,,Low,7,6.2
S1537,Omar,Brown,student537@university.com,Female,21,CS,96.11,63.52,66.98,97.4,69.57,1.22,59.04,80.47,A,20.6,No,Yes,,Low,8,6.4
S1538,Ahmed,Johnson,student538@university.com,Female,21,Engineering,58.86,71.57,92.25,63.63,58.88,8.39,58.15,93.88,D,18.4,Yes,No,Bachelor's,Medium,2,6.8
S1539,Sara,Williams,student539@university.com,Female,23,CS,76.42,61.31,92.73,95.63,56.68,3.39,57.95,85.66,A,6.4,No,No,Bachelor's,Low,8,4.5
S1540,Omar,Williams,student540@university.com,Female,19,Engineering,90.18,75.77,60.62,86.85,94.83,4.32,59.71,88.5,B,14.1,No,Yes,Bachelor's,High,3,6.9
S1541,Sara,Smith,student541@university.com,Male,19,Engineering,60.77,98.69,45.5,57.71,53.39,9.48,55.16,83.37,C,16.8,Yes,Yes,High School,Medium,10,8.2
S1542,John,Smith,student542@university.com,Female,18,CS,,99.85,50.05,80.51,54.97,4.24,91.88,54.6,C,14.8,No,Yes,,High,4,6.8
S1543,Sara,Jones,student543@university.com,Male,22,CS,62.03,86.48,62.02,51.32,62.25,0.03,90.92,74.26,B,21.6,Yes,Yes,Bachelor's,Medium,7,8.4
S1544,Ali,Johnson,student544@university.com,Female,21,CS,87.98,64.26,73.85,85.42,97.64,9.38,57.57,52.82,A,27.2,Yes,Yes,PhD,Medium,7,4.7
S1545,Liam,Smith,student545@university.com,Male,21,CS,78.22,69.67,79.41,86.68,54.27,0.14,85.28,72.38,C,21.7,No,No,Master's,Low,6,8.1
S1546,Ahmed,Smith,student546@university.com,Female,24,CS,,61.4,59.88,89.47,90.8,6.62,81.35,85.82,B,19.7,No,No,,High,1,7.3
S1547,Maria,Davis,student547@university.com,Female,19,CS,94.73,99.13,80.05,58.63,94.6,3.23,63.81,71.06,A,8.7,No,Yes,High School,Medium,9,7.0
S1548,Sara,Johnson,student548@university.com,Female,19,CS,82.44,82.47,96.26,,68.89,4.7,61.37,50.08,C,13.7,Yes,Yes,None,Medium,3,6.9
S1549,Omar,Jones,student549@university.com,Female,22,CS,86.27,66.94,79.12,58.94,64.69,5.47,62.53,68.46,A,18.7,Yes,Yes,,High,10,4.6
S1550,Ali,Smith,student550@university.com,Female,19,Mathematics,77.46,40.73,49.51,97.33,83.87,4.08,86.53,53.39,B,28.4,Yes,Yes,None,High,4,7.2
S1551,Maria,Jones,student551@university.com,Female,20,CS,69.22,71.23,74.78,83.75,85.13,7.74,65.97,89.03,A,12.6,Yes,Yes,High School,Low,2,6.0
S1552,Ahmed,Brown,student552@university.com,Male,20,CS,82.41,99.04,72.51,54.77,89.0,9.31,63.9,89.19,B,13.4,No,Yes,PhD,High,5,4.3
S1553,Maria,Jones,student553@university.com,Female,23,Engineering,95.41,71.38,92.24,,91.53,0.86,51.12,90.32,A,19.7,No,Yes,,Low,6,5.0
S1554,Ali,Williams,student554@university.com,Male,20,Business,70.83,50.95,61.02,,63.42,8.0,95.41,51.52,B,27.5,No,No,Master's,Medium,6,6.2
S1555,Liam,Williams,student555@university.com,Female,20,Engineering,65.72,41.33,65.38,73.83,84.35,1.29,87.64,51.61,D,18.6,Yes,Yes,High School,Low,1,9.0
S1556,Liam,Jones,student556@university.com,Male,22,CS,,61.28,75.92,,56.75,0.8,73.64,95.17,D,9.4,No,Yes,Master's,High,4,6.2
S1557,Emma,Williams,student557@university.com,Male,21,Engineering,71.77,95.09,71.47,64.04,75.54,9.56,97.15,56.18,F,6.9,Yes,No,None,Medium,10,4.7
S1558,Liam,Brown,student558@university.com,Male,20,Business,53.68,99.79,83.14,82.9,80.64,4.89,64.68,83.5,F,27.2,No,Yes,,High,4,8.5
S1559,Emma,Johnson,student559@university.com,Male,23,Business,74.92,96.72,42.42,58.85,58.09,1.53,83.74,89.77,D,21.7,No,Yes,None,Medium,3,4.2
S1560,Maria,Williams,student560@university.com,Male,19,Engineering,74.72,83.77,73.81,77.19,53.83,5.7,65.26,72.39,D,10.5,No,Yes,Bachelor's,High,7,4.6
S1561,John,Williams,student561@university.com,Male,20,Business,79.42,73.49,47.3,97.89,59.74,2.63,65.73,77.32,B,23.1,Yes,Yes,High School,High,4,6.4
S1562,Omar,Jones,student562@university.com,Female,23,Business,68.14,75.44,58.91,81.41,71.03,4.64,92.24,61.37,B,23.0,No,Yes,None,High,7,4.5
S1563,Omar,Brown,student563@university.com,Male,22,Engineering,80.66,72.34,79.7,52.5,94.39,6.25,89.35,96.18,C,24.3,No,Yes,,Low,3,6.9
S1564,Maria,Johnson,student564@university.com,Female,24,Engineering,93.91,82.42,49.44,99.44,76.6,8.69,64.71,65.09,B,27.3,No,No,PhD,Low,4,4.8
S1565,Sara,Jones,student565@university.com,Female,24,Engineering,97.77,65.13,58.53,57.84,87.42,0.03,54.07,60.89,B,8.8,No,Yes,Bachelor's,Medium,3,7.3
S1566,Sara,Jones,student566@university.com,Male,24,Business,79.18,80.15,82.18,85.9,58.71,2.14,67.88,76.27,D,28.9,No,Yes,Master's,Low,4,4.6
S1567,Liam,Davis,student567@university.com,Male,19,CS,,47.3,79.05,76.63,55.3,0.96,88.0,59.53,C,30.0,No,Yes,,High,10,8.1
S1568,Omar,Brown,student568@university.com,Female,23,Mathematics,98.46,55.94,45.46,64.72,61.98,0.97,55.03,84.33,B,5.4,Yes,Yes,Master's,High,4,7.7
S1569,Omar,Johnson,student569@university.com,Male,20,CS,85.29,90.16,74.64,58.87,65.69,9.46,83.61,75.76,A,7.3,No,Yes,None,Low,4,8.6
S1570,Emma,Brown,student570@university.com,Male,21,Engineering,,94.22,48.84,58.89,77.41,9.36,94.49,57.39,F,15.8,No,No,,Low,3,4.3
S1571,John,Johnson,student571@university.com,Male,19,Business,57.36,72.34,55.14,92.92,94.06,7.49,58.96,53.36,F,5.9,Yes,Yes,,Medium,6,6.8
S1572,Ali,Brown,student572@university.com,Male,19,CS,57.17,41.9,67.55,93.65,71.3,6.43,93.11,56.85,F,23.4,No,Yes,Bachelor's,Medium,5,7.5
S1573,Sara,Jones,student573@university.com,Male,24,Engineering,58.39,95.62,46.56,73.26,75.94,8.48,52.57,56.83,D,21.3,No,Yes,,Medium,6,8.5
S1574,Omar,Jones,student574@university.com,Male,21,CS,52.28,82.12,99.62,55.18,50.23,0.58,83.34,65.64,D,24.4,Yes,Yes,Master's,Low,7,6.4
S1575,Emma,Smith,student575@university.com,Male,24,CS,,64.84,49.92,94.21,51.67,1.19,89.55,91.66,A,30.0,No,Yes,None,Low,4,8.8
S1576,Ahmed,Williams,student576@university.com,Female,19,CS,77.04,75.9,86.88,,54.19,3.17,72.24,52.86,B,28.3,No,Yes,PhD,Medium,9,4.6
S1577,Emma,Davis,student577@university.com,Male,20,CS,85.0,65.79,89.79,71.94,84.95,8.32,60.19,56.4,F,12.5,Yes,No,PhD,Medium,1,6.2
S1578,Sara,Brown,student578@university.com,Female,24,CS,91.41,67.92,99.67,70.37,74.31,4.72,96.24,65.14,B,14.9,Yes,Yes,Master's,Low,8,5.3
S1579,Sara,Davis,student579@university.com,Female,24,Mathematics,89.58,93.21,65.72,68.25,59.65,5.04,51.0,77.67,A,24.4,No,No,PhD,Low,2,4.8
S1580,Emma,Smith,student580@university.com,Female,24,Mathematics,94.13,49.67,92.45,76.3,79.63,2.29,77.75,88.14,B,14.7,No,Yes,Bachelor's,Medium,3,5.4
S1581,Ali,Williams,student581@university.com,Female,19,CS,98.36,46.22,97.45,80.23,77.23,6.48,68.64,96.06,A,22.5,No,No,Master's,Medium,2,7.3
S1582,Maria,Brown,student582@university.com,Male,20,Business,71.95,40.16,50.37,73.32,54.44,8.88,73.05,70.6,D,28.0,No,Yes,High School,High,10,6.4
S1583,Sara,Johnson,student583@university.com,Female,21,CS,97.52,58.84,68.77,,82.02,3.3,76.83,55.29,A,15.1,Yes,Yes,Master's,Medium,6,4.9
S1584,Emma,Williams,student584@university.com,Female,18,CS,86.16,48.84,43.6,65.88,88.36,6.19,76.74,60.68,B,19.0,Yes,No,High School,High,5,4.2
S1585,Omar,Jones,student585@university.com,Female,21,CS,53.53,53.2,77.24,,64.33,3.32,60.18,64.36,F,26.0,No,Yes,PhD,Low,7,8.6
S1586,Emma,Smith,student586@university.com,Female,20,Mathematics,84.09,40.67,74.88,65.0,84.37,7.93,83.99,89.3,C,16.9,Yes,Yes,Master's,Medium,9,5.6
S1587,John,Williams,student587@university.com,Female,22,Mathematics,,53.63,52.25,87.67,59.99,4.75,50.96,84.33,D,12.2,Yes,Yes,Bachelor's,Medium,7,4.6
S1588,Maria,Williams,student588@university.com,Male,24,CS,95.29,59.96,87.87,,87.84,3.39,51.06,60.45,B,11.5,Yes,Yes,PhD,Medium,9,4.7
S1589,Ahmed,Jones,student589@university.com,Male,21,CS,68.65,41.89,42.24,59.43,95.59,4.2,73.92,91.94,D,6.8,Yes,Yes,PhD,Low,5,5.3
S1590,Ali,Brown,student590@university.com,Female,22,CS,79.25,76.47,88.37,90.06,72.09,0.91,77.1,92.96,B,13.3,Yes,Yes,PhD,Low,3,5.2
S1591,Liam,Johnson,student591@university.com,Male,22,Engineering,50.61,74.13,41.6,,62.23,8.66,63.74,94.12,F,22.1,No,Yes,High School,Medium,3,5.4
S1592,Ahmed,Jones,student592@university.com,Male,20,Engineering,66.6,45.82,79.41,81.29,69.96,9.58,77.58,63.75,D,6.5,No,Yes,High School,Medium,4,5.1
S1593,Maria,Johnson,student593@university.com,Female,20,CS,53.11,75.7,44.73,98.51,62.5,4.77,75.81,56.69,D,11.9,No,Yes,Bachelor's,Low,2,6.2
S1594,Maria,Brown,student594@university.com,Female,24,Business,76.09,99.92,55.07,76.14,50.06,2.21,67.46,55.2,B,7.8,Yes,Yes,High School,Low,3,7.8
S1595,Maria,Williams,student595@university.com,Female,18,CS,90.87,96.67,83.31,59.37,82.52,6.65,82.59,70.0,A,15.1,No,Yes,None,High,9,4.1
S1596,Ahmed,Johnson,student596@university.com,Male,23,Mathematics,,40.16,56.82,66.03,52.13,4.52,97.9,71.47,F,7.3,Yes,Yes,None,High,9,5.0
S1597,Omar,Smith,student597@university.com,Female,19,Engineering,,87.72,70.67,91.17,60.52,2.52,74.54,93.41,F,23.7,No,Yes,Master's,Low,8,7.6
S1598,Maria,Smith,student598@university.com,Male,21,Engineering,60.2,61.22,94.91,67.58,86.12,0.38,89.3,63.39,A,28.2,No,Yes,PhD,High,2,4.7
S1599,Emma,Jones,student599@university.com,Male,20,Business,56.03,43.82,42.98,86.18,83.29,8.9,62.38,81.34,F,9.8,No,Yes,None,Medium,9,7.7
S1600,Ahmed,Brown,student600@university.com,Male,21,Business,75.55,57.76,88.66,88.87,53.67,7.97,88.1,89.41,F,11.3,No,Yes,High School,Medium,5,6.6
S1601,Liam,Jones,student601@university.com,Female,23,CS,53.96,59.3,43.92,75.06,83.0,8.29,82.45,63.46,C,9.0,No,Yes,Bachelor's,Low,8,8.4
S1602,Maria,Jones,student602@university.com,Male,23,CS,,71.39,47.61,89.16,96.53,4.4,81.98,63.36,B,9.7,No,Yes,High School,Medium,6,4.1
S1603,Emma,Davis,student603@university.com,Female,24,Mathematics,51.57,79.67,47.16,65.85,53.73,7.53,94.65,83.46,C,12.8,No,Yes,PhD,High,2,7.9
S1604,Omar,Jones,student604@university.com,Female,22,CS,55.34,84.94,99.65,,70.78,5.81,61.67,86.31,C,12.0,No,Yes,,Low,1,6.9
S1605,John,Davis,student605@university.com,Female,24,CS,77.5,54.75,50.81,84.33,86.47,3.75,68.42,97.99,C,14.6,No,Yes,None,Medium,4,6.3
S1606,Omar,Smith,student606@university.com,Female,19,Engineering,79.57,59.31,93.81,58.4,83.39,8.43,54.15,92.5,D,18.1,Yes,Yes,None,High,4,4.7
S1607,Liam,Smith,student607@university.com,Female,18,Business,51.45,58.5,99.46,63.68,61.33,9.99,86.31,91.1,C,23.2,No,Yes,High School,High,7,5.2
S1608,Maria,Jones,student608@university.com,Male,21,Business,78.67,61.76,63.03,,58.15,8.99,92.19,84.62,C,27.1,No,Yes,Master's,Low,2,7.9
S1609,Liam,Smith,student609@university.com,Male,19,Mathematics,91.93,99.98,77.86,,89.21,7.76,70.29,55.92,A,16.5,Yes,Yes,High School,Medium,4,4.7
S1610,Ahmed,Brown,student610@university.com,Male,18,Engineering,86.12,86.68,86.75,74.67,97.81,7.48,67.84,90.46,A,27.7,No,Yes,,Low,10,6.6
S1611,Sara,Davis,student611@university.com,Male,21,CS,56.56,98.5,63.56,,88.38,6.5,82.93,96.77,D,22.0,No,No,,Medium,1,5.0
S1612,Maria,Davis,student612@university.com,Male,19,Engineering,79.62,81.59,49.71,74.1,98.16,8.54,53.78,69.54,F,23.2,Yes,Yes,,Medium,7,6.4
S1613,Sara,Jones,student613@university.com,Female,20,Business,83.61,64.38,66.03,94.07,80.25,4.93,64.69,65.68,F,18.1,No,Yes,None,Medium,3,5.3
S1614,Emma,Smith,student614@university.com,Female,21,CS,51.86,63.38,86.31,86.8,96.45,1.82,68.31,76.12,F,18.1,Yes,Yes,,Low,8,5.8
S1615,John,Johnson,student615@university.com,Male,19,CS,92.77,69.31,86.85,65.73,84.52,7.68,75.93,97.82,A,18.3,Yes,No,Bachelor's,Medium,1,8.0
S1616,Ali,Davis,student616@university.com,Male,23,CS,95.31,65.01,53.83,69.76,95.44,9.2,73.83,52.54,B,17.3,No,Yes,None,Low,1,4.2
S1617,Liam,Jones,student617@university.com,Male,18,Engineering,92.52,89.7,50.5,83.38,58.08,3.41,60.43,85.44,B,16.5,No,Yes,High School,Low,9,8.6
S1618,Omar,Jones,student618@university.com,Female,19,Business,91.23,67.9,95.23,,90.78,7.83,77.04,90.73,A,24.4,No,Yes,Bachelor's,Medium,5,5.6
S1619,John,Brown,student619@university.com,Female,20,Engineering,87.25,57.74,42.64,58.94,59.84,2.74,96.29,89.44,A,14.7,No,Yes,PhD,High,4,7.0
S1620,Maria,Williams,student620@university.com,Female,24,Mathematics,81.67,86.49,84.08,75.73,51.37,9.43,51.35,78.34,A,10.2,No,No,PhD,Medium,4,5.1
S1621,Sara,Williams,student621@university.com,Male,21,CS,83.93,91.27,42.79,55.94,75.88,6.83,84.02,96.03,A,8.4,Yes,Yes,,Low,8,5.8
S1622,Omar,Davis,student622@university.com,Male,21,Mathematics,,65.23,90.27,63.97,65.91,5.69,81.24,56.73,C,27.0,No,No,,High,9,6.3
S1623,Sara,Brown,student623@university.com,Male,21,Business,83.12,80.07,94.32,84.3,52.18,7.8,96.22,62.26,C,26.6,No,Yes,Master's,Low,7,7.4
S1624,Ahmed,Brown,student624@university.com,Male,20,CS,66.39,43.53,57.85,53.89,99.02,8.13,82.27,65.35,C,11.1,Yes,Yes,PhD,Low,8,8.4
S1625,Sara,Brown,student625@university.com,Female,18,Mathematics,68.8,71.77,44.44,83.12,83.32,8.92,81.24,50.43,A,8.0,Yes,Yes,PhD,Medium,2,8.3
S1626,Ahmed,Davis,student626@university.com,Male,21,CS,94.85,42.7,68.84,95.04,95.09,9.01,88.49,68.53,A,29.0,Yes,Yes,Master's,Medium,10,5.7
S1627,Emma,Williams,student627@university.com,Male,18,Business,50.86,41.75,57.91,98.47,99.95,0.53,63.39,58.03,F,17.1,Yes,Yes,Bachelor's,Medium,7,4.4
S1628,Omar,Brown,student628@university.com,Male,19,Business,84.94,76.78,65.03,60.83,69.6,1.23,79.79,86.23,C,7.3,Yes,Yes,,Medium,4,8.6
S1629,Omar,Smith,student629@university.com,Female,23,Business,97.74,58.2,79.9,87.44,62.74,8.26,75.97,70.75,A,10.4,No,Yes,,Medium,8,4.2
S1630,Ali,Jones,student630@university.com,Female,23,Engineering,85.31,84.55,52.59,96.32,59.19,9.46,71.92,85.22,A,22.6,No,Yes,,Medium,10,8.4
S1631,Maria,Jones,student631@university.com,Male,18,CS,99.7,93.76,61.42,54.57,75.76,3.08,53.97,64.68,B,7.0,Yes,Yes,Master's,Low,8,4.1
S1632,Ahmed,Johnson,student632@university.com,Female,18,Engineering,84.38,48.36,86.95,70.7,80.3,0.09,64.63,56.6,C,15.8,Yes,Yes,,High,10,8.9
S1633,Ali,Johnson,student633@university.com,Female,23,CS,51.72,83.47,78.63,95.97,73.62,3.23,64.0,56.6,F,15.7,No,Yes,,Low,2,4.1
S1634,Sara,Davis,student634@university.com,Female,21,Business,91.35,70.87,59.58,60.14,69.36,3.83,86.21,60.16,B,22.1,No,Yes,None,Medium,9,4.1
S1635,Sara,Davis,student635@university.com,Female,22,Business,64.23,46.73,79.86,96.69,58.41,7.61,96.03,55.76,B,10.0,Yes,Yes,None,Low,6,6.5
S1636,Ali,Jones,student636@university.com,Female,22,Mathematics,72.3,79.1,85.92,76.36,72.09,0.48,61.54,61.03,B,29.6,No,Yes,High School,Low,5,7.3
S1637,Omar,Smith,student637@university.com,Male,20,CS,65.6,76.57,75.55,54.99,54.26,2.13,53.73,78.95,C,8.9,Yes,Yes,Master's,Low,9,5.8
S1638,Sara,Williams,student638@university.com,Male,24,Business,63.43,70.94,54.37,72.49,93.25,8.94,100.0,62.82,A,20.0,No,No,Bachelor's,Low,3,7.0
S1639,Liam,Williams,student639@university.com,Male,23,Mathematics,71.57,95.59,40.01,66.31,52.35,1.55,84.56,67.15,D,13.2,Yes,Yes,High School,High,5,8.2
S1640,Emma,Davis,student640@university.com,Female,23,Business,68.94,71.26,88.17,64.11,69.03,7.59,94.32,52.64,D,8.3,Yes,Yes,Master's,High,5,8.0
S1641,Emma,Smith,student641@university.com,Female,20,CS,81.67,99.43,89.36,77.07,55.01,3.61,57.19,94.61,D,18.5,No,Yes,High School,Medium,8,8.4
S1642,Liam,Davis,student642@university.com,Female,22,CS,,70.55,81.86,74.18,88.75,6.63,90.04,56.91,A,9.2,No,Yes,Bachelor's,Medium,9,4.8
S1643,Ali,Williams,student643@university.com,Female,19,CS,64.85,46.95,44.59,74.1,65.64,0.74,90.67,67.43,B,22.0,No,Yes,High School,Low,9,5.1
S1644,Liam,Davis,student644@university.com,Male,21,Engineering,60.69,68.23,75.11,54.41,55.66,2.87,57.57,68.97,C,5.8,No,Yes,High School,High,5,6.9
S1645,Ahmed,Brown,student645@university.com,Male,21,Engineering,83.34,50.94,89.26,90.12,76.57,4.25,58.07,88.61,B,17.8,No,Yes,Bachelor's,Low,2,7.6
S1646,Ahmed,Davis,student646@university.com,Male,19,Mathematics,83.52,75.83,63.38,74.07,95.81,8.57,64.77,74.18,D,10.5,No,Yes,PhD,Low,10,4.5
S1647,Ali,Jones,student647@university.com,Male,19,CS,95.06,81.59,51.88,91.05,95.43,5.63,60.84,69.15,A,28.7,No,Yes,High School,Medium,6,4.9
S1648,Liam,Davis,student648@university.com,Male,22,CS,50.8,68.11,75.26,91.23,62.48,0.45,98.77,84.79,D,22.8,Yes,Yes,High School,Low,4,8.6
S1649,Ahmed,Jones,student649@university.com,Male,20,Engineering,,45.86,89.58,65.86,85.98,8.02,68.15,79.85,A,23.9,No,Yes,High School,Low,9,4.1
S1650,Omar,Smith,student650@university.com,Female,19,Business,76.05,68.12,42.93,50.22,51.51,0.55,88.07,53.91,A,22.6,No,Yes,None,Low,8,6.0
S1651,Liam,Williams,student651@university.com,Female,20,Mathematics,81.07,44.89,75.82,95.56,56.59,9.34,90.25,65.64,C,21.6,No,Yes,None,High,6,5.1
S1652,Omar,Johnson,student652@university.com,Male,24,Business,54.57,80.93,78.59,,74.97,2.12,69.3,98.93,F,8.5,No,Yes,Bachelor's,Medium,2,7.9
S1653,Ahmed,Johnson,student653@university.com,Female,18,Engineering,71.63,87.42,76.14,55.36,61.44,4.88,84.13,74.17,F,29.9,No,Yes,Master's,Medium,3,8.3
S1654,Emma,Williams,student654@university.com,Male,21,Engineering,61.37,97.74,79.0,85.09,89.91,0.72,55.39,71.21,C,21.4,No,Yes,None,Low,2,5.2
S1655,Ahmed,Johnson,student655@university.com,Male,22,Business,62.71,48.93,77.88,51.0,96.55,5.62,69.85,57.5,C,27.4,No,Yes,Bachelor's,Medium,6,6.9
S1656,Omar,Davis,student656@university.com,Female,21,Engineering,75.2,71.95,47.82,51.39,50.22,4.97,98.37,91.95,C,17.6,No,Yes,,Medium,4,8.2
S1657,John,Smith,student657@university.com,Male,22,CS,90.62,74.05,54.1,,61.65,4.1,58.43,56.67,B,12.1,Yes,No,Master's,Medium,1,7.0
S1658,Maria,Smith,student658@university.com,Male,18,CS,87.19,95.35,77.14,54.8,71.98,0.36,69.29,55.25,A,15.9,No,Yes,None,High,9,7.0
S1659,Sara,Williams,student659@university.com,Male,21,CS,,77.64,41.06,98.22,78.15,8.79,89.53,71.95,B,15.0,No,Yes,PhD,Low,6,6.1
S1660,Liam,Johnson,student660@university.com,Female,18,Business,76.97,48.73,78.08,94.69,95.8,8.03,83.27,71.83,A,5.4,No,Yes,Master's,Low,2,7.3
S1661,John,Davis,student661@university.com,Female,22,CS,71.37,66.18,79.92,82.49,94.59,6.33,81.58,99.07,D,21.9,Yes,Yes,Master's,Medium,3,8.8
S1662,Ahmed,Smith,student662@university.com,Female,19,CS,98.64,79.29,54.35,53.19,81.86,5.72,92.66,56.38,A,23.4,Yes,Yes,None,High,8,5.5
S1663,Emma,Smith,student663@university.com,Female,24,CS,78.01,82.02,75.89,66.24,62.87,6.95,51.45,74.19,D,6.0,No,Yes,None,Medium,9,5.0
S1664,Ali,Brown,student664@university.com,Male,21,Engineering,62.7,91.78,72.05,68.59,89.16,1.44,88.56,60.06,F,11.1,No,Yes,High School,Medium,9,8.8
S1665,Ahmed,Brown,student665@university.com,Female,18,CS,61.5,50.83,55.64,74.04,60.13,9.33,94.13,85.09,A,21.6,No,Yes,High School,Low,5,4.3
S1666,Emma,Smith,student666@university.com,Female,23,Engineering,80.57,97.09,67.78,58.45,98.26,2.85,50.81,69.58,F,13.0,No,Yes,Master's,High,4,8.2
S1667,Maria,Williams,student667@university.com,Female,21,CS,76.14,43.55,94.58,78.88,50.29,6.56,77.95,82.42,A,28.3,No,Yes,High School,Medium,5,8.5
S1668,Ahmed,Jones,student668@university.com,Male,21,CS,50.38,99.03,65.6,71.79,78.49,6.07,67.43,66.92,C,7.8,Yes,No,High School,Low,1,5.1
S1669,Omar,Jones,student669@university.com,Female,21,Engineering,91.5,91.47,77.79,,54.42,6.37,52.54,78.23,B,28.2,Yes,Yes,,Medium,3,6.1
S1670,Ali,Davis,student670@university.com,Female,20,CS,85.21,79.62,42.12,96.81,70.38,8.79,70.89,73.46,A,27.8,No,Yes,PhD,Medium,9,4.6
S1671,Emma,Smith,student671@university.com,Male,18,CS,83.09,84.1,44.67,78.27,81.75,2.96,82.2,68.72,C,28.9,No,Yes,High School,Low,8,5.8
S1672,Emma,Smith,student672@university.com,Male,18,CS,53.44,44.36,44.88,82.22,84.48,7.49,95.95,76.88,F,6.9,No,Yes,High School,Low,4,6.3
S1673,Emma,Smith,student673@university.com,Male,21,Business,,42.49,86.69,56.89,89.28,5.98,81.03,69.19,B,11.8,No,Yes,PhD,Low,1,6.5
S1674,Maria,Williams,student674@university.com,Male,19,Engineering,96.77,46.11,61.02,61.17,79.67,0.76,92.84,90.3,B,11.3,Yes,No,None,High,3,4.6
S1675,Ahmed,Brown,student675@university.com,Female,21,CS,93.13,45.24,53.66,95.04,62.57,4.14,56.08,74.76,A,27.1,No,Yes,Master's,Low,4,6.0
S1676,Maria,Smith,student676@university.com,Male,20,CS,64.28,72.84,84.84,84.96,94.46,8.38,60.53,95.16,C,25.2,No,Yes,Bachelor's,Low,4,7.1
S1677,Liam,Smith,student677@university.com,Female,22,Mathematics,57.85,52.93,50.2,59.47,90.56,3.15,98.51,61.14,F,9.0,Yes,Yes,None,Low,1,6.5
S1678,Sara,Johnson,student678@university.com,Female,20,Engineering,72.45,91.61,54.79,78.51,58.0,4.82,94.37,55.61,D,8.5,No,Yes,PhD,Medium,6,8.2
S1679,Sara,Williams,student679@university.com,Female,19,Engineering,67.79,66.74,65.86,96.74,91.33,4.89,61.76,69.05,B,16.9,No,Yes,PhD,Low,9,8.8
S1680,Liam,Davis,student680@university.com,Female,21,Business,84.11,81.73,59.89,67.26,98.63,6.18,81.05,59.18,C,9.3,No,Yes,Master's,High,8,8.1
S1681,Ahmed,Smith,student681@university.com,Female,18,Business,98.32,79.17,75.12,59.29,81.86,8.84,68.13,69.66,B,16.9,No,Yes,High School,Low,2,4.2
S1682,Omar,Johnson,student682@university.com,Male,24,Business,68.15,59.19,60.27,97.1,64.09,1.74,73.43,60.37,C,26.1,No,Yes,Bachelor's,Low,7,5.1
S1683,Maria,Jones,student683@university.com,Female,23,Engineering,53.11,54.59,63.58,73.06,80.33,5.05,93.04,93.41,D,17.5,Yes,Yes,Bachelor's,Medium,3,4.4
S1684,Ali,Davis,student684@university.com,Female,21,Engineering,94.88,60.55,91.77,70.86,67.13,4.24,86.79,78.4,A,23.1,Yes,Yes,Bachelor's,Low,6,6.2
S1685,Emma,Smith,student685@university.com,Female,19,CS,51.9,87.8,93.07,63.38,83.8,2.96,61.92,74.88,D,11.3,No,Yes,,Low,2,7.6
S1686,Emma,Smith,student686@university.com,Male,18,Mathematics,97.64,75.18,89.66,94.58,77.24,9.2,65.8,89.39,A,11.6,No,Yes,PhD,High,8,4.2
S1687,Ahmed,Johnson,student687@university.com,Female,20,Engineering,83.23,55.21,91.89,92.28,96.47,0.08,64.49,56.52,F,19.8,No,Yes,,Medium,4,5.3
S1688,Omar,Williams,student688@university.com,Female,22,CS,97.08,89.07,74.18,70.15,80.9,1.22,89.03,92.85,B,26.3,No,Yes,Bachelor's,High,6,4.5
S1689,Sara,Smith,student689@university.com,Male,22,Mathematics,59.98,43.29,78.77,51.53,60.7,7.33,74.5,74.17,F,18.3,No,Yes,,Low,3,6.1
S1690,Sara,Jones,student690@university.com,Female,24,Mathematics,52.03,81.95,73.43,72.33,86.26,2.63,97.54,56.82,D,10.0,Yes,Yes,None,Medium,1,8.6
S1691,Emma,Smith,student691@university.com,Female,21,Mathematics,74.41,66.35,87.14,59.04,65.04,7.23,90.83,90.97,B,10.4,Yes,Yes,,Medium,2,6.1
S1692,Ahmed,Jones,student692@university.com,Male,20,Business,72.53,83.88,73.06,57.14,63.62,8.32,60.56,73.04,D,20.4,Yes,No,Master's,Medium,10,7.2
S1693,Maria,Davis,student693@university.com,Female,24,Mathematics,,95.65,46.66,69.65,69.59,2.55,89.3,80.23,B,7.6,Yes,Yes,High School,Medium,8,5.9
S1694,Sara,Davis,student694@university.com,Female,23,CS,97.88,85.0,88.57,54.95,50.6,1.92,75.3,94.68,A,6.6,No,Yes,High School,High,6,7.7
S1695,Maria,Brown,student695@university.com,Female,23,Business,91.13,66.52,85.64,97.87,98.46,1.45,62.69,94.53,B,7.6,No,Yes,High School,Low,4,7.7
S1696,Omar,Brown,student696@university.com,Female,24,Business,83.08,49.06,89.22,,76.62,2.0,68.17,94.64,F,14.8,No,Yes,Bachelor's,Low,9,4.7
S1697,Sara,Jones,student697@university.com,Female,19,CS,58.14,88.38,51.43,,88.67,2.67,98.61,70.85,F,13.9,No,Yes,,High,7,7.3
S1698,Sara,Williams,student698@university.com,Male,22,CS,86.72,67.64,56.3,58.14,62.89,8.69,74.2,87.48,B,5.1,No,No,None,Low,1,5.9
S1699,John,Smith,student699@university.com,Male,20,Mathematics,86.35,44.52,57.75,,87.33,7.7,85.98,61.66,A,9.0,No,Yes,PhD,Medium,6,8.3
S1700,Sara,Smith,student700@university.com,Male,21,CS,71.25,83.14,70.48,53.94,78.36,0.02,73.85,91.56,B,13.7,No,Yes,None,Medium,4,4.8
S1701,Liam,Brown,student701@university.com,Female,18,Business,96.24,57.51,48.03,77.34,71.21,8.74,68.58,67.09,A,15.7,No,Yes,,Medium,6,8.5
S1702,Ali,Jones,student702@university.com,Female,21,CS,,42.93,63.12,88.66,98.53,0.79,89.82,73.2,B,15.1,Yes,Yes,,Medium,8,6.6
S1703,Liam,Smith,student703@university.com,Female,21,CS,63.37,94.17,50.93,97.5,74.69,6.55,92.42,94.57,F,13.0,Yes,Yes,None,Medium,9,5.3
S1704,Ahmed,Smith,student704@university.com,Male,20,Engineering,53.16,68.99,55.89,84.93,82.87,1.51,53.59,90.29,D,25.3,No,Yes,,High,3,5.7
S1705,Ahmed,Williams,student705@university.com,Female,22,CS,89.77,56.86,82.38,,50.77,0.62,63.95,97.63,A,15.4,No,Yes,High School,Low,2,4.0
S1706,Maria,Johnson,student706@university.com,Female,20,Engineering,81.09,82.98,91.29,54.43,65.07,7.6,75.39,68.17,F,21.1,No,Yes,,High,10,8.7
S1707,Liam,Brown,student707@university.com,Female,18,Engineering,65.75,93.15,41.37,86.58,94.43,4.67,65.82,57.55,B,25.8,No,Yes,None,Medium,7,5.1
S1708,Liam,Brown,student708@university.com,Male,24,CS,58.19,40.02,73.95,60.77,87.95,5.99,89.18,95.52,D,26.3,No,Yes,None,Medium,7,8.5
S1709,Liam,Johnson,student709@university.com,Male,20,CS,52.01,81.27,42.16,72.36,76.84,4.25,55.74,74.66,F,26.4,No,Yes,Bachelor's,Low,3,8.3
S1710,Omar,Smith,student710@university.com,Female,19,CS,58.34,86.02,45.11,98.83,95.01,0.67,89.89,94.47,F,17.4,No,Yes,Master's,Low,5,5.7
S1711,Sara,Williams,student711@university.com,Female,21,CS,72.66,52.6,82.31,91.0,74.31,7.4,80.89,86.6,A,21.5,Yes,Yes,High School,Medium,10,5.1
S1712,Ali,Williams,student712@university.com,Female,22,Business,62.36,69.38,84.14,92.33,78.33,8.2,64.47,93.74,F,12.9,No,Yes,PhD,Low,8,6.1
S1713,Maria,Brown,student713@university.com,Male,23,Engineering,62.95,45.36,88.84,93.04,69.11,0.41,67.22,82.74,C,26.5,No,Yes,PhD,Low,3,8.7
S1714,Liam,Williams,student714@university.com,Male,18,CS,93.78,84.8,68.45,80.98,81.0,3.76,59.14,90.62,A,10.3,No,Yes,,Low,8,8.3
S1715,Liam,Davis,student715@university.com,Male,23,Engineering,75.76,90.85,91.59,,65.95,5.57,62.63,56.02,F,24.7,No,Yes,Master's,Medium,3,6.4
S1716,John,Johnson,student716@university.com,Female,21,CS,86.46,46.49,50.01,67.95,69.27,6.05,85.86,98.41,B,16.7,No,No,PhD,Medium,4,6.7
S1717,Maria,Smith,student717@university.com,Male,20,CS,51.79,88.99,54.98,,98.32,5.78,68.79,59.05,D,12.5,Yes,Yes,Bachelor's,High,3,6.0
S1718,Liam,Davis,student718@university.com,Female,23,CS,68.26,86.29,48.07,63.98,55.57,6.93,84.37,51.23,C,14.5,No,No,High School,High,5,8.7
S1719,Maria,Johnson,student719@university.com,Female,19,Business,73.96,60.81,87.85,79.5,55.26,9.67,75.71,76.54,D,19.7,No,Yes,PhD,Medium,8,8.9
S1720,Sara,Jones,student720@university.com,Male,20,Mathematics,59.32,81.42,53.72,64.1,52.17,3.91,57.26,85.6,C,28.2,Yes,Yes,PhD,Low,5,5.4
S1721,John,Brown,student721@university.com,Female,21,Business,56.01,40.0,49.33,55.6,66.0,5.57,74.95,85.82,F,7.4,No,Yes,,Low,7,8.7
S1722,Maria,Williams,student722@university.com,Male,23,CS,93.52,95.91,77.39,78.38,69.91,6.99,87.82,66.96,A,28.0,Yes,Yes,Master's,Low,4,8.8
S1723,Ali,Jones,student723@university.com,Female,24,CS,96.97,73.02,44.62,67.67,54.73,5.92,64.88,87.69,A,25.4,Yes,Yes,High School,Low,10,6.4
S1724,Ali,Williams,student724@university.com,Female,18,Engineering,,77.22,42.69,79.16,77.46,3.87,82.4,92.13,A,19.7,Yes,Yes,None,High,2,6.1
S1725,Ahmed,Davis,student725@university.com,Male,23,Business,67.45,79.88,46.4,77.93,79.17,6.24,59.95,80.5,A,8.3,No,Yes,PhD,High,6,8.3
S1726,John,Smith,student726@university.com,Female,24,Mathematics,97.91,73.68,40.01,77.11,87.55,6.5,56.78,69.3,A,25.3,No,No,None,Low,5,8.7
S1727,John,Smith,student727@university.com,Female,24,CS,54.16,91.41,81.82,56.17,98.8,5.85,68.01,80.68,F,22.3,No,No,Master's,High,8,6.0
S1728,Ahmed,Smith,student728@university.com,Female,23,CS,82.18,76.58,73.73,72.01,80.97,2.05,69.46,93.11,D,17.4,No,Yes,None,High,8,6.5
S1729,Maria,Williams,student729@university.com,Female,22,Engineering,98.61,94.47,52.59,90.6,55.58,5.06,88.05,95.02,A,27.1,No,Yes,Master's,High,1,5.7
S1730,John,Jones,student730@university.com,Female,23,Business,98.91,74.94,53.98,65.76,54.43,8.84,73.0,51.58,A,21.6,No,No,High School,Low,8,5.0
S1731,Ali,Smith,student731@university.com,Female,21,Business,73.56,50.27,88.66,72.19,88.88,8.69,54.06,56.12,F,12.2,No,No,Bachelor's,Low,3,9.0
S1732,Ali,Jones,student732@university.com,Female,24,Engineering,58.14,94.81,70.11,74.69,82.52,7.51,81.7,50.23,D,6.1,No,Yes,Bachelor's,Medium,2,4.9
S1733,Liam,Williams,student733@university.com,Female,18,Mathematics,60.1,80.9,81.91,93.14,58.1,6.97,73.46,74.62,A,24.0,Yes,Yes,High School,Low,10,8.1
S1734,Sara,Davis,student734@university.com,Male,21,Engineering,94.48,81.95,67.17,82.78,62.67,1.53,66.58,71.82,A,11.4,No,Yes,PhD,Medium,4,6.1
S1735,John,Jones,student735@university.com,Male,19,Mathematics,95.58,99.13,54.26,55.01,87.51,4.59,90.11,77.29,B,12.0,No,Yes,Master's,Low,10,4.4
S1736,Maria,Davis,student736@university.com,Female,20,Mathematics,80.39,44.51,98.22,93.26,78.31,1.11,57.72,84.18,B,16.2,No,Yes,None,High,8,5.6
S1737,Ahmed,Williams,student737@university.com,Female,23,Business,,65.72,73.94,91.6,79.25,8.17,95.66,68.29,A,23.7,No,Yes,Bachelor's,Low,5,4.4
S1738,Ahmed,Williams,student738@university.com,Male,22,CS,87.0,54.35,47.86,87.68,60.5,2.91,66.7,60.43,A,28.1,No,Yes,None,Medium,7,8.9
S1739,Maria,Brown,student739@university.com,Female,18,CS,83.09,77.83,64.37,73.3,81.45,7.67,73.05,69.74,B,10.4,Yes,Yes,None,High,8,5.3
S1740,Omar,Williams,student740@university.com,Male,22,Engineering,91.36,88.41,59.76,87.88,88.53,8.15,96.46,50.45,A,27.1,Yes,Yes,,High,3,7.7
S1741,Emma,Williams,student741@university.com,Male,22,Engineering,84.27,97.98,52.85,73.94,94.26,8.92,88.06,91.47,D,20.1,Yes,Yes,PhD,Medium,7,6.1
S1742,Sara,Johnson,student742@university.com,Male,22,Business,76.7,67.28,96.01,86.83,86.84,7.54,53.72,69.19,D,26.4,Yes,Yes,,Medium,7,7.4
S1743,Ahmed,Smith,student743@university.com,Female,23,CS,61.85,87.17,92.86,94.01,78.82,5.65,78.91,81.14,F,26.2,Yes,Yes,None,Medium,9,5.3
S1744,John,Brown,student744@university.com,Female,18,CS,87.19,95.02,51.95,94.53,83.66,5.98,65.52,66.24,A,14.8,No,Yes,None,Medium,3,4.5
S1745,Sara,Brown,student745@university.com,Female,18,Business,73.67,81.0,61.13,72.73,74.26,3.21,75.42,80.74,A,22.0,Yes,Yes,,Low,6,8.0
S1746,John,Brown,student746@university.com,Male,24,CS,64.74,54.56,85.74,92.97,61.34,1.77,87.15,77.02,B,28.7,Yes,Yes,None,Low,7,7.6
S1747,Omar,Johnson,student747@university.com,Male,22,CS,90.1,76.47,52.51,,94.11,1.31,74.81,60.43,A,21.8,No,Yes,Master's,High,9,4.5
S1748,Ali,Davis,student748@university.com,Male,24,CS,84.84,98.2,75.49,55.09,76.63,1.82,53.55,81.27,C,16.5,No,Yes,Bachelor's,Medium,4,7.7
S1749,Sara,Williams,student749@university.com,Female,24,Engineering,96.87,99.25,81.99,77.41,79.72,9.34,76.5,55.48,A,14.3,No,Yes,None,Low,4,7.0
S1750,Liam,Smith,student750@university.com,Male,20,CS,58.27,78.54,79.24,82.59,99.51,1.64,51.21,74.05,D,8.6,Yes,Yes,PhD,Medium,5,4.9
S1751,Ahmed,Jones,student751@university.com,Male,23,Business,,93.22,82.38,57.65,99.25,7.24,67.42,85.99,F,30.0,No,Yes,,Medium,10,8.1
S1752,Sara,Davis,student752@university.com,Female,23,Engineering,62.21,52.02,82.4,73.61,79.32,1.85,73.9,77.45,F,21.4,No,No,High School,Low,5,7.5
S1753,Sara,Williams,student753@university.com,Male,21,Mathematics,95.18,54.76,97.89,54.72,51.7,9.75,82.23,87.31,A,11.9,No,Yes,PhD,Medium,1,6.5
S1754,Sara,Johnson,student754@university.com,Male,24,Engineering,54.97,97.17,60.79,80.1,69.81,3.67,75.31,63.66,D,6.9,Yes,Yes,High School,Medium,8,4.9
S1755,Emma,Williams,student755@university.com,Female,23,CS,82.81,48.11,92.72,92.75,96.86,4.12,57.6,52.44,F,23.8,No,Yes,High School,Medium,8,6.7
S1756,Sara,Williams,student756@university.com,Female,22,CS,89.55,51.47,41.31,86.88,64.42,4.05,96.61,52.8,A,26.4,No,Yes,None,Medium,9,4.8
S1757,John,Johnson,student757@university.com,Male,19,CS,67.75,65.23,57.29,68.91,99.96,8.16,82.51,63.44,B,15.7,No,No,,Low,3,4.9
S1758,Ali,Brown,student758@university.com,Female,22,Engineering,97.71,75.38,42.92,99.69,54.22,2.18,65.85,70.38,A,28.9,No,No,,Low,6,5.2
S1759,Omar,Brown,student759@university.com,Male,18,CS,92.54,76.23,79.07,83.15,78.41,8.31,98.3,76.88,A,13.2,No,Yes,PhD,Low,10,7.3
S1760,Maria,Smith,student760@university.com,Female,23,CS,64.73,57.52,46.05,90.76,75.77,6.57,94.13,87.88,D,23.9,No,Yes,High School,Medium,9,7.4
S1761,Sara,Smith,student761@university.com,Male,23,Engineering,50.38,95.24,90.74,83.48,62.77,2.2,57.17,91.98,C,11.6,Yes,Yes,None,Low,4,4.4
S1762,Ahmed,Brown,student762@university.com,Female,21,CS,64.83,94.91,78.8,99.47,97.43,0.65,82.77,84.68,B,13.4,No,Yes,,High,9,7.3
S1763,Sara,Davis,student763@university.com,Male,24,CS,64.07,63.52,41.73,91.07,80.96,7.75,78.0,73.16,A,20.1,Yes,Yes,PhD,Medium,6,4.2
S1764,Ahmed,Jones,student764@university.com,Female,19,Business,94.5,66.06,82.89,75.97,61.51,2.19,59.64,63.22,A,5.9,No,Yes,High School,Medium,4,8.5
S1765,John,Williams,student765@university.com,Female,23,Mathematics,98.36,82.15,91.72,68.34,69.2,8.89,61.67,71.39,A,10.3,Yes,Yes,None,Medium,6,7.9
S1766,Ahmed,Jones,student766@university.com,Female,21,CS,53.52,79.78,79.67,84.11,86.06,1.3,78.19,63.67,D,9.4,Yes,Yes,Master's,Low,6,7.6
S1767,Liam,Williams,student767@university.com,Female,21,CS,73.56,62.94,41.83,79.51,64.88,6.16,66.06,81.22,A,13.2,No,Yes,PhD,Low,4,5.2
S1768,Maria,Brown,student768@university.com,Female,19,Mathematics,77.42,64.85,91.48,81.47,93.98,6.92,91.74,90.91,C,24.4,No,Yes,None,Low,10,8.9
S1769,Ali,Smith,student769@university.com,Female,22,CS,54.65,60.88,83.95,67.15,58.28,6.58,54.89,75.91,D,27.7,No,Yes,Master's,Medium,5,8.6
S1770,Ahmed,Davis,student770@university.com,Female,22,Mathematics,68.87,54.12,62.71,71.44,63.23,3.16,95.7,52.29,B,5.3,Yes,Yes,High School,Medium,1,6.4
S1771,Ahmed,Smith,student771@university.com,Male,22,CS,65.85,67.49,59.72,77.9,57.24,8.76,92.03,96.99,D,11.4,Yes,Yes,,High,9,4.2
S1772,Ali,Jones,student772@university.com,Male,20,Business,76.8,81.19,68.79,91.96,55.21,7.7,86.93,64.71,B,5.6,Yes,Yes,High School,Medium,7,6.6
S1773,Maria,Smith,student773@university.com,Female,24,CS,83.06,84.52,92.03,88.15,65.02,5.1,63.13,95.73,D,26.5,No,Yes,PhD,High,5,4.8
S1774,Sara,Brown,student774@university.com,Female,24,Mathematics,85.17,86.73,55.12,,99.96,6.03,85.75,90.65,A,10.0,No,Yes,Bachelor's,High,5,7.0
S1775,Ahmed,Davis,student775@university.com,Male,22,CS,56.84,62.48,46.06,62.28,54.72,5.66,71.94,70.66,F,24.3,No,Yes,Bachelor's,High,6,8.9
S1776,Ali,Jones,student776@university.com,Male,19,Engineering,90.65,85.88,91.88,51.33,60.65,9.47,81.69,52.84,A,5.8,Yes,Yes,,Medium,8,7.8
S1777,Liam,Davis,student777@university.com,Female,20,CS,83.93,40.39,41.58,,63.58,8.96,65.63,97.39,A,15.0,No,No,Master's,Low,3,5.6
S1778,Liam,Williams,student778@university.com,Male,24,CS,94.45,68.62,94.66,61.22,80.96,2.35,91.79,82.95,A,14.0,No,Yes,Bachelor's,Low,8,6.0
S1779,John,Smith,student779@university.com,Male,22,Business,72.47,87.63,58.34,89.97,87.27,2.63,52.03,62.48,A,13.2,No,Yes,,High,3,8.7
S1780,Ali,Davis,student780@university.com,Female,20,Engineering,,77.8,70.49,95.24,87.6,9.81,84.57,76.68,A,19.3,No,Yes,PhD,Low,10,4.6
S1781,John,Johnson,student781@university.com,Female,19,Mathematics,,68.44,47.94,69.59,50.43,2.37,91.43,81.77,D,14.8,No,Yes,,Low,5,8.5
S1782,Liam,Smith,student782@university.com,Female,22,Engineering,71.92,78.68,94.14,78.16,82.59,9.53,82.32,61.33,B,15.1,No,Yes,Bachelor's,Low,5,4.4
S1783,Maria,Williams,student783@university.com,Male,18,Business,69.06,94.42,84.99,85.3,81.54,6.5,59.6,54.68,C,9.7,No,Yes,Master's,Medium,2,6.1
S1784,Sara,Davis,student784@university.com,Female,23,Engineering,96.64,73.98,95.45,97.65,75.88,0.5,64.25,63.37,A,15.4,No,Yes,PhD,High,1,7.7
S1785,Ali,Jones,student785@university.com,Female,19,Mathematics,,87.99,80.99,95.65,68.96,3.36,75.75,52.38,F,23.5,No,Yes,Bachelor's,Medium,3,6.0
S1786,Omar,Williams,student786@university.com,Male,21,Mathematics,96.41,98.84,51.08,52.86,89.87,4.76,66.47,53.5,A,13.1,No,Yes,Bachelor's,Low,10,6.9
S1787,Liam,Johnson,student787@university.com,Female,21,CS,89.85,82.33,58.5,62.41,67.19,8.33,50.25,57.83,A,26.4,No,Yes,,Medium,4,6.5
S1788,Liam,Davis,student788@university.com,Male,19,Business,80.46,74.4,69.21,52.46,61.5,3.29,52.03,57.92,F,9.2,No,Yes,None,Medium,7,7.0
S1789,Omar,Brown,student789@university.com,Male,21,Business,55.79,42.25,76.44,80.83,65.5,3.11,88.39,62.4,D,26.2,No,Yes,,Low,7,4.9
S1790,Emma,Smith,student790@university.com,Male,24,CS,64.57,62.47,95.59,85.52,71.98,9.2,54.19,96.87,F,20.4,No,Yes,None,High,9,6.9
S1791,Liam,Jones,student791@university.com,Male,19,Engineering,98.44,73.93,63.04,,60.7,0.79,96.4,78.79,A,15.6,No,Yes,,Medium,4,8.9
S1792,Ahmed,Brown,student792@university.com,Male,18,CS,65.97,87.83,82.18,92.69,80.38,5.52,72.14,71.13,C,5.9,No,Yes,High School,Low,3,5.0
S1793,Maria,Davis,student793@university.com,Male,19,Business,54.66,66.29,97.66,72.64,94.21,5.04,87.91,78.19,F,8.2,No,Yes,,Low,3,4.3
S1794,Ali,Davis,student794@university.com,Female,22,CS,85.38,97.6,49.14,99.92,79.77,0.57,56.28,50.29,A,15.4,No,Yes,PhD,Low,10,6.0
S1795,Omar,Williams,student795@university.com,Female,22,CS,86.7,56.31,91.76,50.02,72.33,0.88,96.33,94.74,A,26.9,Yes,Yes,None,High,10,5.9
S1796,Ahmed,Davis,student796@university.com,Female,20,Engineering,,84.67,65.24,55.47,89.84,3.82,51.69,76.62,D,28.9,No,Yes,Bachelor's,Medium,1,4.6
S1797,Omar,Jones,student797@university.com,Male,21,Engineering,64.88,65.14,83.95,65.09,87.4,1.34,52.11,72.58,A,28.2,Yes,Yes,,Low,6,6.9
S1798,Ali,Brown,student798@university.com,Female,23,Business,73.44,69.16,57.61,51.28,68.35,4.78,52.73,97.08,C,11.9,Yes,Yes,Bachelor's,Low,4,6.2
S1799,John,Jones,student799@university.com,Male,21,Mathematics,51.09,88.15,60.04,89.12,80.21,6.09,55.17,86.52,D,11.4,No,Yes,PhD,Medium,5,8.2
S1800,Ali,Johnson,student800@university.com,Female,24,Engineering,89.47,57.77,41.63,52.64,86.49,6.91,74.34,66.87,A,23.5,Yes,Yes,Master's,Low,2,6.1
S1801,Emma,Johnson,student801@university.com,Male,19,CS,65.85,45.81,98.28,87.45,62.27,5.46,89.41,96.81,F,28.5,Yes,Yes,None,Medium,8,8.9
S1802,Ali,Smith,student802@university.com,Female,23,Business,92.69,71.22,88.81,52.63,68.31,3.8,64.25,92.6,A,8.3,No,Yes,Master's,Low,10,7.9
S1803,Ali,Smith,student803@university.com,Male,23,Engineering,90.13,71.73,45.64,62.64,55.29,1.3,87.29,97.73,B,14.4,No,Yes,Master's,High,3,6.4
S1804,Emma,Johnson,student804@university.com,Female,21,Engineering,83.07,87.83,99.97,,99.38,2.47,88.7,54.81,A,25.9,No,Yes,None,Medium,7,6.8
S1805,Maria,Davis,student805@university.com,Male,23,CS,66.24,98.1,76.3,,54.29,4.19,95.41,97.76,C,17.3,No,Yes,,Low,9,8.3
S1806,Liam,Jones,student806@university.com,Female,23,Engineering,75.82,43.32,91.22,70.73,58.43,9.24,57.47,77.14,A,26.1,No,No,None,Low,9,7.9
S1807,Ali,Johnson,student807@university.com,Male,22,CS,72.24,75.5,44.0,98.5,73.99,2.03,56.78,83.61,B,7.9,No,Yes,None,Medium,8,7.3
S1808,Emma,Smith,student808@university.com,Female,18,Business,66.94,80.88,63.37,81.34,93.26,4.13,56.1,60.61,F,24.4,Yes,Yes,High School,Medium,3,5.3
S1809,Ahmed,Johnson,student809@university.com,Female,19,Engineering,92.41,99.15,80.18,70.79,67.79,7.32,67.97,57.02,B,14.7,No,Yes,High School,Medium,5,6.1
S1810,John,Davis,student810@university.com,Female,21,Business,74.18,96.56,46.39,90.14,88.43,7.05,74.47,53.97,D,22.3,No,Yes,Bachelor's,High,10,7.9
S1811,John,Johnson,student811@university.com,Male,22,Engineering,,82.75,69.33,64.77,83.8,9.66,73.08,71.12,D,12.3,Yes,Yes,None,Low,1,7.1
S1812,Ali,Jones,student812@university.com,Male,24,CS,55.26,71.31,66.56,,81.93,1.91,62.85,61.07,C,22.3,No,Yes,Master's,Low,7,8.8
S1813,Maria,Brown,student813@university.com,Male,24,Business,57.05,49.69,52.96,82.83,92.25,0.17,81.1,54.08,D,22.6,Yes,Yes,Master's,Medium,4,8.4
S1814,Maria,Davis,student814@university.com,Male,20,Engineering,,63.05,58.02,69.52,50.71,3.22,66.91,97.75,F,15.5,No,Yes,High School,Medium,9,6.1
S1815,Ahmed,Smith,student815@university.com,Male,23,CS,,75.11,98.03,56.8,96.46,1.5,68.3,86.67,F,29.2,No,Yes,None,Medium,10,5.5
S1816,Ali,Jones,student816@university.com,Female,23,Engineering,75.49,83.51,57.32,,91.46,5.48,55.28,75.89,D,5.0,Yes,Yes,,Low,8,4.6
S1817,John,Johnson,student817@university.com,Male,21,CS,76.16,78.12,52.81,89.39,96.89,8.99,79.61,87.17,A,21.9,No,Yes,High School,High,10,6.0
S1818,Maria,Johnson,student818@university.com,Female,18,Business,60.76,82.85,72.17,83.8,89.68,6.88,82.76,80.57,F,27.7,Yes,Yes,High School,Low,7,5.1
S1819,Ali,Brown,student819@university.com,Female,18,Engineering,85.94,65.75,80.26,70.59,93.93,1.36,87.9,58.9,B,26.4,No,Yes,Master's,Low,10,4.1
S1820,Omar,Smith,student820@university.com,Male,21,Business,54.24,83.66,83.51,94.81,60.15,1.16,95.2,81.67,F,19.1,No,Yes,PhD,Low,4,4.7
S1821,Maria,Smith,student821@university.com,Female,21,CS,78.67,48.62,85.25,70.54,65.96,9.11,88.3,84.05,B,27.4,Yes,Yes,PhD,Low,2,6.3
S1822,Emma,Williams,student822@university.com,Male,22,CS,78.54,49.76,42.21,,65.76,4.88,61.79,61.87,B,7.7,No,Yes,Master's,High,3,8.5
S1823,Omar,Smith,student823@university.com,Male,24,Mathematics,95.71,49.77,63.63,,55.46,9.24,61.78,66.01,A,18.6,No,Yes,Master's,Low,8,5.6
S1824,Liam,Brown,student824@university.com,Male,21,Business,76.31,93.45,86.44,92.04,86.48,7.36,95.75,69.17,C,29.5,Yes,Yes,Master's,Medium,6,6.2
S1825,Maria,Williams,student825@university.com,Female,24,CS,,44.56,94.29,75.56,56.81,9.93,89.51,80.13,D,29.8,No,Yes,PhD,Low,3,5.9
S1826,John,Williams,student826@university.com,Male,20,CS,78.64,88.09,76.13,84.03,52.63,8.71,89.11,56.34,A,22.0,No,Yes,,Low,10,5.8
S1827,Sara,Johnson,student827@university.com,Male,24,CS,54.57,54.01,43.14,70.68,88.77,4.14,85.99,87.17,C,9.2,No,Yes,High School,High,2,7.6
S1828,Omar,Johnson,student828@university.com,Male,22,Engineering,60.19,68.11,63.8,82.36,95.23,7.58,63.36,67.3,D,7.8,No,Yes,Bachelor's,High,8,6.5
S1829,Liam,Smith,student829@university.com,Female,23,Business,51.56,94.96,44.45,62.88,88.21,4.71,92.37,84.59,C,28.1,Yes,No,,Low,9,6.0
S1830,Ahmed,Williams,student830@university.com,Male,23,Business,,75.16,84.91,71.74,91.27,2.33,57.14,96.64,D,27.0,No,Yes,None,Medium,7,8.7
S1831,Ahmed,Johnson,student831@university.com,Female,24,Engineering,54.23,52.61,43.81,60.48,79.78,2.41,67.5,93.49,C,12.9,No,No,Bachelor's,High,5,5.4
S1832,John,Brown,student832@university.com,Female,23,Business,73.47,57.05,51.14,51.91,94.39,3.97,67.32,86.88,C,28.3,No,Yes,PhD,Medium,8,8.2
S1833,Maria,Johnson,student833@university.com,Male,23,Engineering,96.65,95.23,65.02,79.43,74.84,1.11,78.01,59.67,B,8.3,No,Yes,,Medium,3,6.6
S1834,Ali,Davis,student834@university.com,Female,19,CS,85.99,65.63,67.76,93.22,99.42,1.78,73.17,86.6,A,12.4,No,Yes,PhD,Medium,4,6.2
S1835,Maria,Davis,student835@university.com,Female,20,Engineering,,75.22,64.39,51.28,55.17,5.01,72.99,81.79,F,21.1,No,Yes,Bachelor's,Medium,3,4.3
S1836,John,Johnson,student836@university.com,Male,22,Mathematics,61.21,67.6,67.8,59.8,90.46,9.54,77.68,88.63,C,9.3,No,Yes,PhD,Low,3,8.3
S1837,Ahmed,Williams,student837@university.com,Male,22,Business,83.68,62.71,82.79,73.01,82.07,5.78,70.77,93.44,B,29.7,No,Yes,High School,Medium,8,5.4
S1838,Maria,Williams,student838@university.com,Male,23,Engineering,94.74,53.4,62.16,83.29,79.03,4.08,62.5,65.57,A,10.6,No,Yes,Bachelor's,Medium,3,7.4
S1839,Ahmed,Jones,student839@university.com,Female,18,Engineering,51.65,81.17,72.87,58.56,86.29,2.43,83.21,82.22,F,11.1,No,Yes,,High,6,8.4
S1840,Omar,Davis,student840@university.com,Male,22,Mathematics,90.62,83.09,58.2,52.83,92.01,1.96,89.53,63.76,B,16.9,No,Yes,High School,Low,7,6.7
S1841,Liam,Brown,student841@university.com,Female,20,Engineering,,56.49,61.22,75.95,93.14,6.58,73.95,67.31,F,24.5,No,No,PhD,Low,1,7.2
S1842,Ali,Williams,student842@university.com,Female,21,CS,77.3,87.34,76.83,90.94,58.77,8.48,82.47,76.03,B,8.0,Yes,Yes,Bachelor's,Low,8,5.7
S1843,Omar,Smith,student843@university.com,Female,20,Mathematics,97.89,91.27,69.43,51.76,59.85,3.99,76.77,71.71,B,21.7,No,Yes,PhD,Medium,8,7.6
S1844,Ahmed,Davis,student844@university.com,Female,23,Business,87.38,95.24,83.38,67.47,50.81,5.51,52.95,80.03,B,7.5,Yes,Yes,Bachelor's,Medium,4,7.3
S1845,Ahmed,Brown,student845@university.com,Female,23,CS,92.51,49.67,73.63,83.18,56.59,7.07,71.15,87.94,A,7.4,No,No,None,Low,8,6.2
S1846,Sara,Brown,student846@university.com,Male,19,Engineering,67.7,58.24,88.21,56.54,63.19,0.58,50.49,80.25,A,6.0,No,Yes,None,Medium,6,7.2
S1847,Sara,Williams,student847@university.com,Male,24,Engineering,77.72,91.62,66.6,61.8,86.05,3.51,83.09,98.49,F,18.6,Yes,Yes,Bachelor's,Medium,7,5.3
S1848,Omar,Brown,student848@university.com,Female,22,CS,80.77,51.91,69.46,76.77,73.79,7.3,75.41,86.91,A,15.9,No,Yes,,Low,3,7.3
S1849,Emma,Williams,student849@university.com,Female,24,Mathematics,66.08,40.21,80.2,97.66,87.9,6.85,56.34,99.25,A,12.7,Yes,Yes,Master's,Low,3,7.4
S1850,Omar,Johnson,student850@university.com,Male,24,Engineering,78.51,92.25,53.27,64.37,74.33,0.53,77.11,87.17,C,18.2,No,Yes,Bachelor's,High,10,6.2
S1851,Sara,Davis,student851@university.com,Male,22,Business,61.83,59.59,63.16,74.38,77.78,2.38,94.92,75.4,A,17.5,Yes,Yes,High School,Medium,10,5.2
S1852,Ahmed,Jones,student852@university.com,Female,22,CS,57.17,64.87,77.49,70.0,55.55,6.8,67.02,70.55,F,16.8,Yes,No,None,Medium,9,8.0
S1853,John,Johnson,student853@university.com,Female,23,Engineering,68.7,66.78,41.73,94.87,88.83,2.71,99.12,86.78,F,9.3,No,Yes,Bachelor's,High,10,7.8
S1854,Omar,Davis,student854@university.com,Male,22,CS,86.96,90.9,66.22,53.59,87.91,8.14,97.97,84.36,A,27.4,Yes,No,Bachelor's,Low,10,4.3
S1855,Ahmed,Williams,student855@university.com,Male,18,Business,95.81,60.27,75.93,78.31,65.38,0.3,89.27,83.44,B,20.5,No,Yes,Bachelor's,Low,9,6.5
S1856,John,Davis,student856@university.com,Female,18,Engineering,,93.54,98.04,92.31,66.43,1.9,90.69,86.09,B,8.2,No,Yes,High School,Medium,3,4.5
S1857,John,Williams,student857@university.com,Male,21,Engineering,82.14,77.02,92.62,,60.98,2.81,70.53,93.61,C,11.4,No,Yes,PhD,Low,9,5.6
S1858,Sara,Johnson,student858@university.com,Male,22,CS,55.15,71.64,56.84,84.94,90.69,9.25,70.13,61.39,F,24.1,Yes,Yes,,High,3,6.1
S1859,Omar,Smith,student859@university.com,Female,19,CS,95.22,59.54,70.43,69.0,87.35,7.96,97.72,78.24,B,24.4,Yes,Yes,High School,Low,4,4.9
S1860,Maria,Smith,student860@university.com,Female,21,CS,78.43,54.62,43.38,70.59,80.46,8.84,68.31,80.17,F,23.1,Yes,Yes,,Low,3,6.3
S1861,Ali,Davis,student861@university.com,Female,23,CS,89.02,77.44,54.45,67.58,61.94,4.4,54.84,64.64,B,24.8,No,Yes,,Low,5,7.5
S1862,Sara,Smith,student862@university.com,Male,22,Engineering,89.72,66.81,86.49,,58.59,8.23,57.64,99.4,A,20.0,Yes,Yes,,High,4,6.2
S1863,Sara,Williams,student863@university.com,Female,18,Engineering,62.82,94.63,47.4,86.97,52.51,8.53,85.52,89.28,A,12.2,No,Yes,Master's,Medium,9,5.2
S1864,Maria,Brown,student864@university.com,Male,19,Engineering,76.46,69.5,55.46,90.97,52.28,4.0,69.15,66.06,F,13.9,No,Yes,None,Medium,2,6.1
S1865,Ali,Williams,student865@university.com,Female,21,Engineering,98.02,70.71,96.64,,59.36,9.94,59.97,67.92,A,17.7,Yes,Yes,High School,Low,10,7.0
S1866,Ahmed,Brown,student866@university.com,Female,19,CS,54.48,65.0,89.43,85.84,55.03,8.51,90.69,85.91,D,11.2,Yes,Yes,High School,Low,8,8.7
S1867,Emma,Johnson,student867@university.com,Male,22,CS,84.15,87.36,86.91,95.81,77.81,9.74,74.43,50.57,A,26.3,No,Yes,None,High,3,6.5
S1868,Omar,Jones,student868@university.com,Male,20,CS,98.11,65.49,91.87,96.04,67.9,8.66,78.38,73.2,A,23.7,No,Yes,,Medium,9,8.4
S1869,Emma,Brown,student869@university.com,Female,19,Business,65.03,56.16,84.98,85.2,72.25,7.76,57.7,67.16,A,29.5,No,Yes,PhD,Low,2,8.9
S1870,Ahmed,Smith,student870@university.com,Female,19,Engineering,93.07,91.72,47.24,81.85,79.7,9.44,59.64,92.7,A,15.4,Yes,Yes,Master's,Medium,7,6.8
S1871,Liam,Williams,student871@university.com,Male,23,CS,96.68,75.81,70.99,76.58,82.96,4.2,56.29,89.56,B,26.8,No,Yes,High School,Medium,6,4.7
S1872,Sara,Johnson,student872@university.com,Female,18,CS,87.35,75.49,66.65,59.16,82.41,7.83,75.73,66.6,A,24.5,No,Yes,Master's,Low,8,8.4
S1873,Ali,Smith,student873@university.com,Male,22,Business,61.57,76.65,58.67,,63.04,2.13,88.78,93.24,A,25.8,Yes,Yes,,Medium,3,8.3
S1874,Sara,Johnson,student874@university.com,Male,19,Business,66.7,83.13,90.04,74.29,90.48,7.33,86.61,95.68,B,22.2,No,Yes,Master's,Low,6,8.3
S1875,John,Jones,student875@university.com,Female,22,Engineering,51.79,58.78,67.85,57.97,95.89,7.85,63.06,77.62,D,13.7,No,Yes,None,High,2,8.8
S1876,Sara,Williams,student876@university.com,Male,18,Engineering,91.57,42.03,43.62,78.85,65.8,7.17,92.58,57.96,A,11.1,No,Yes,None,Medium,10,5.4
S1877,Sara,Davis,student877@university.com,Male,23,CS,92.48,88.64,56.5,82.29,50.85,8.5,55.28,88.52,B,11.8,No,No,None,High,10,5.7
S1878,Ahmed,Williams,student878@university.com,Male,22,Mathematics,81.64,47.73,53.72,76.28,94.96,4.13,55.7,65.97,F,19.2,Yes,Yes,PhD,Medium,7,7.4
S1879,Ahmed,Jones,student879@university.com,Female,24,Business,67.63,83.31,93.25,51.82,96.18,5.45,92.47,76.36,C,27.0,No,Yes,PhD,Medium,3,6.8
S1880,Ahmed,Williams,student880@university.com,Male,18,CS,53.84,44.94,78.85,52.89,52.55,0.11,62.22,52.28,C,16.2,No,Yes,None,Medium,5,8.3
S1881,Emma,Davis,student881@university.com,Female,18,Business,87.65,62.52,73.62,,50.25,1.46,85.41,75.0,A,20.0,Yes,Yes,Master's,Medium,3,5.3
S1882,John,Brown,student882@university.com,Female,21,Business,86.33,43.78,70.4,57.68,90.82,6.44,50.45,69.01,A,23.3,No,Yes,None,Medium,10,7.3
S1883,Liam,Johnson,student883@university.com,Female,23,CS,95.63,71.33,79.01,99.49,65.07,5.62,54.68,84.3,B,26.4,Yes,Yes,None,Medium,1,8.7
S1884,Liam,Davis,student884@university.com,Male,23,Engineering,86.53,79.19,85.29,67.22,95.73,1.97,80.46,52.04,A,21.2,No,No,Bachelor's,Medium,1,5.1
S1885,Ahmed,Smith,student885@university.com,Male,24,CS,91.43,50.29,73.26,64.6,60.84,2.43,59.12,81.25,B,20.7,Yes,Yes,,High,10,5.5
S1886,Ali,Jones,student886@university.com,Female,22,CS,87.3,62.3,96.3,52.61,93.06,3.44,51.41,88.6,A,29.7,No,Yes,PhD,Medium,4,6.0
S1887,Emma,Brown,student887@university.com,Female,20,Business,81.53,95.81,98.61,81.77,53.43,7.16,73.35,50.64,A,26.6,No,Yes,None,High,5,4.4
S1888,Maria,Smith,student888@university.com,Male,24,CS,71.35,66.54,99.72,82.61,63.03,6.1,66.53,87.5,A,23.3,No,Yes,None,High,1,4.9
S1889,Ali,Smith,student889@university.com,Female,21,Business,95.11,88.15,80.16,58.77,98.66,0.7,90.11,56.51,A,25.8,Yes,Yes,Bachelor's,Medium,10,5.9
S1890,Omar,Jones,student890@university.com,Female,23,Mathematics,,95.63,95.96,95.96,61.56,7.6,90.94,84.9,A,30.0,No,No,,High,3,4.4
S1891,Omar,Brown,student891@university.com,Male,18,CS,69.92,98.46,64.27,90.02,56.65,2.63,80.72,72.76,B,17.6,No,Yes,,Medium,3,5.8
S1892,Ali,Smith,student892@university.com,Female,23,Engineering,54.17,93.9,91.58,61.52,92.85,6.72,64.65,77.6,F,22.6,Yes,Yes,PhD,High,2,5.2
S1893,Ahmed,Smith,student893@university.com,Male,24,Business,,59.04,94.55,74.29,55.89,1.23,73.08,66.87,B,25.3,No,Yes,,Low,6,8.3
S1894,Maria,Brown,student894@university.com,Male,20,Business,77.19,97.75,94.25,72.92,54.87,9.98,85.11,62.27,D,16.1,Yes,Yes,PhD,Low,2,7.0
S1895,Maria,Williams,student895@university.com,Female,19,Business,63.78,88.74,89.85,67.43,66.17,0.8,53.47,53.55,B,28.9,No,No,Master's,Medium,4,8.5
S1896,Emma,Smith,student896@university.com,Male,19,CS,61.06,90.23,64.4,90.88,81.77,7.42,66.62,93.23,D,14.6,Yes,Yes,None,Low,5,5.0
S1897,Maria,Johnson,student897@university.com,Male,23,Engineering,76.37,40.91,49.53,55.46,85.54,5.41,91.12,80.52,C,11.1,No,Yes,Master's,Medium,3,4.4
S1898,Omar,Brown,student898@university.com,Male,23,Engineering,58.49,97.25,60.04,70.77,94.06,0.86,70.3,99.14,C,21.9,No,Yes,High School,Low,1,5.8
S1899,John,Smith,student899@university.com,Female,21,Mathematics,90.02,86.69,86.04,71.4,77.05,0.27,81.23,92.52,B,7.0,No,Yes,,High,1,4.3
S1900,Ahmed,Jones,student900@university.com,Female,23,CS,74.22,86.08,53.97,73.44,69.67,3.63,54.82,93.48,D,8.2,No,Yes,PhD,Medium,1,8.4
S1901,Maria,Davis,student901@university.com,Female,20,Mathematics,78.69,44.89,68.7,,67.94,8.02,88.85,79.89,C,29.3,Yes,Yes,None,Low,6,4.9
S1902,Emma,Johnson,student902@university.com,Male,23,CS,57.37,53.95,73.92,60.91,92.35,0.41,55.02,54.05,F,12.0,No,Yes,PhD,Medium,4,4.7
S1903,Omar,Davis,student903@university.com,Male,22,Mathematics,66.23,97.74,76.23,55.15,86.19,7.04,93.08,95.67,D,5.8,Yes,Yes,PhD,Medium,6,7.9
S1904,John,Davis,student904@university.com,Female,24,Engineering,70.5,70.04,96.14,80.89,95.27,6.55,55.33,55.89,C,16.9,No,Yes,,High,1,7.6
S1905,Sara,Smith,student905@university.com,Female,20,Engineering,,63.87,79.69,58.69,98.2,2.66,94.54,75.86,A,26.7,No,Yes,,Medium,5,4.3
S1906,Sara,Johnson,student906@university.com,Male,21,Engineering,88.51,90.4,87.18,53.75,65.0,0.77,68.19,92.84,A,13.3,Yes,Yes,,Low,1,6.5
S1907,John,Johnson,student907@university.com,Female,22,CS,61.15,45.24,74.91,71.33,76.48,9.15,81.23,73.62,C,15.5,No,Yes,,High,4,6.2
S1908,Omar,Williams,student908@university.com,Female,22,CS,80.81,65.02,90.01,60.98,81.59,3.0,92.33,58.28,A,8.9,No,Yes,PhD,High,9,5.9
S1909,Emma,Davis,student909@university.com,Female,24,CS,62.17,62.54,55.82,68.06,58.19,1.11,50.51,68.66,D,13.7,No,Yes,,Low,6,4.6
S1910,John,Johnson,student910@university.com,Female,19,CS,99.41,60.99,52.59,62.99,52.67,6.82,63.28,99.42,A,29.1,Yes,Yes,None,Low,4,7.9
S1911,Ahmed,Williams,student911@university.com,Female,20,CS,97.61,58.46,95.58,54.63,93.39,2.17,95.42,99.99,A,26.9,Yes,Yes,High School,Medium,10,5.2
S1912,Ahmed,Brown,student912@university.com,Male,24,Business,78.16,52.6,81.61,78.02,76.78,4.76,69.41,85.54,D,23.5,No,Yes,High School,Medium,7,6.3
S1913,Sara,Williams,student913@university.com,Female,22,Engineering,84.95,50.37,80.29,51.35,78.54,0.5,85.32,94.4,A,24.7,No,Yes,None,Medium,10,8.4
S1914,Maria,Jones,student914@university.com,Female,21,CS,90.07,78.42,68.04,98.32,77.75,9.93,57.0,52.21,B,21.7,No,Yes,None,Low,10,5.6
S1915,Emma,Smith,student915@university.com,Male,24,Business,86.05,95.16,62.6,,87.75,4.48,83.92,63.8,A,7.9,No,Yes,,Low,1,4.2
S1916,Sara,Brown,student916@university.com,Male,19,Engineering,84.99,70.53,73.34,84.76,57.28,9.99,53.66,68.45,B,7.9,No,Yes,High School,Medium,1,8.4
S1917,Maria,Brown,student917@university.com,Male,22,Mathematics,,57.88,47.23,90.52,80.7,3.86,85.87,50.6,C,18.4,Yes,Yes,None,Low,5,6.5
S1918,Maria,Jones,student918@university.com,Male,24,Engineering,79.82,49.55,67.28,63.96,73.47,3.48,66.19,68.85,C,19.9,Yes,Yes,Bachelor's,Low,7,6.5
S1919,Liam,Williams,student919@university.com,Female,20,CS,81.82,89.81,67.32,87.44,94.85,9.15,73.29,54.65,C,29.3,No,Yes,High School,Medium,9,6.8
S1920,Ahmed,Smith,student920@university.com,Female,19,Engineering,92.46,98.29,72.3,91.62,75.98,3.29,58.31,75.87,A,16.3,Yes,Yes,None,Low,9,4.9
S1921,Omar,Williams,student921@university.com,Female,20,Engineering,83.49,60.95,78.08,62.07,97.15,4.32,81.39,50.22,F,27.9,Yes,Yes,Master's,Medium,10,7.6
S1922,Ali,Johnson,student922@university.com,Female,20,CS,86.65,57.46,97.44,99.62,67.66,0.78,66.88,63.52,B,29.8,No,Yes,None,Medium,8,5.2
S1923,Omar,Williams,student923@university.com,Male,20,CS,61.71,76.09,79.13,51.03,98.34,9.55,69.17,93.31,D,26.1,Yes,No,High School,Low,2,5.5
S1924,Ali,Brown,student924@university.com,Male,24,CS,68.56,86.52,93.02,60.85,93.76,0.85,82.61,60.65,F,15.0,No,Yes,,Medium,1,7.2
S1925,John,Smith,student925@university.com,Female,19,CS,57.37,67.32,73.38,89.0,79.21,7.71,58.94,53.24,C,23.8,No,Yes,Bachelor's,Medium,3,7.7
S1926,Ahmed,Williams,student926@university.com,Female,24,Engineering,75.29,77.8,77.62,59.71,67.69,5.39,92.6,62.49,B,18.6,No,Yes,None,Low,1,7.7
S1927,Maria,Smith,student927@university.com,Female,24,Engineering,72.79,82.99,44.19,84.91,68.8,0.61,86.96,91.38,F,10.0,No,No,High School,Medium,1,4.4
S1928,Emma,Smith,student928@university.com,Female,24,CS,99.86,97.64,48.0,92.78,88.64,0.02,78.89,79.36,A,8.2,No,Yes,,Low,8,7.8
S1929,Ali,Johnson,student929@university.com,Male,22,Engineering,80.56,49.9,74.78,97.96,79.03,9.36,56.42,79.3,B,6.8,Yes,Yes,None,Low,3,7.3
S1930,Omar,Johnson,student930@university.com,Female,23,Engineering,89.32,99.84,63.74,73.71,70.08,7.42,84.36,50.03,A,13.2,No,Yes,High School,Low,2,7.0
S1931,Maria,Brown,student931@university.com,Male,18,CS,66.7,63.53,87.93,,81.8,6.86,50.9,73.61,F,22.2,No,Yes,Master's,Medium,6,8.8
S1932,Ali,Jones,student932@university.com,Male,22,CS,91.58,83.39,72.59,70.58,86.66,4.39,90.22,63.28,A,27.8,No,Yes,,Medium,1,5.7
S1933,Ali,Smith,student933@university.com,Male,19,CS,80.75,74.34,92.94,60.91,51.15,2.39,65.19,66.81,A,13.0,No,Yes,High School,Low,2,7.4
S1934,Liam,Jones,student934@university.com,Male,18,CS,84.85,69.2,98.34,75.7,54.49,6.8,55.86,79.93,A,18.3,Yes,Yes,PhD,High,4,6.9
S1935,Ali,Brown,student935@university.com,Female,18,CS,64.72,81.88,48.86,82.49,54.72,6.08,58.22,93.72,A,16.7,No,Yes,None,Low,7,5.9
S1936,Emma,Smith,student936@university.com,Female,18,CS,77.43,63.75,63.69,72.9,61.6,7.26,98.16,59.08,B,7.7,No,Yes,None,Low,2,7.9
S1937,Ahmed,Smith,student937@university.com,Female,23,Engineering,81.7,47.57,79.9,78.35,71.35,3.66,88.69,88.41,C,24.0,Yes,Yes,High School,Low,4,6.0
S1938,Emma,Davis,student938@university.com,Female,24,Engineering,79.45,69.33,58.33,70.82,90.18,9.87,61.89,52.45,D,18.0,Yes,Yes,Master's,Low,4,6.8
S1939,Sara,Jones,student939@university.com,Male,21,CS,,71.31,56.02,76.24,67.55,0.67,98.17,66.34,F,27.9,No,Yes,,High,8,6.8
S1940,Maria,Williams,student940@university.com,Male,19,CS,94.91,52.11,88.82,97.63,50.87,0.8,57.01,60.95,A,25.9,No,Yes,Master's,Medium,7,6.6
S1941,Ahmed,Johnson,student941@university.com,Male,23,Engineering,98.55,96.14,98.82,74.99,74.17,9.17,86.68,95.78,A,12.0,No,No,Master's,Medium,7,6.3
S1942,Liam,Williams,student942@university.com,Female,23,Business,83.37,53.65,86.43,62.66,99.83,6.48,82.84,58.9,B,12.8,No,Yes,PhD,Medium,9,4.8
S1943,Ahmed,Jones,student943@university.com,Male,21,Business,98.6,64.55,71.42,87.94,67.45,3.26,91.07,78.93,A,18.4,No,Yes,PhD,Medium,3,5.2
S1944,Ahmed,Johnson,student944@university.com,Male,18,Engineering,91.62,49.3,66.55,,98.06,7.62,69.08,58.24,A,8.1,Yes,No,Master's,High,3,4.6
S1945,Omar,Williams,student945@university.com,Male,24,CS,63.54,72.15,72.38,90.81,55.07,4.53,70.09,73.67,B,11.3,No,Yes,Master's,Low,10,7.6
S1946,Ahmed,Davis,student946@university.com,Male,21,CS,,58.46,67.77,52.84,58.65,0.21,81.23,70.67,D,25.5,No,Yes,Master's,Low,9,7.7
S1947,Liam,Johnson,student947@university.com,Female,21,Business,61.92,69.36,70.17,66.61,86.21,6.51,69.91,52.07,D,8.8,Yes,Yes,None,Low,2,7.2
S1948,Emma,Smith,student948@university.com,Male,23,CS,50.21,53.48,52.21,54.72,75.06,2.43,52.07,91.29,F,18.7,No,Yes,None,Low,3,8.6
S1949,Ahmed,Williams,student949@university.com,Male,19,Mathematics,59.4,43.23,94.22,54.27,88.26,1.15,86.49,89.01,F,14.8,No,Yes,None,Medium,9,5.3
S1950,John,Johnson,student950@university.com,Female,20,Engineering,50.2,86.75,85.27,82.92,93.18,2.25,82.05,63.89,D,10.0,No,Yes,None,Low,10,8.1
S1951,Maria,Davis,student951@university.com,Female,24,Engineering,85.99,78.47,80.86,69.27,62.55,4.76,71.19,80.7,A,29.2,Yes,Yes,PhD,High,6,4.9
S1952,Ahmed,Johnson,student952@university.com,Female,21,CS,71.28,60.44,97.0,93.57,84.14,0.5,65.14,68.13,A,25.6,No,Yes,High School,Low,5,4.3
S1953,Maria,Johnson,student953@university.com,Male,24,Engineering,65.63,42.85,57.06,75.82,80.38,8.83,66.04,88.46,C,11.7,No,Yes,,Low,9,4.0
S1954,John,Davis,student954@university.com,Male,21,Engineering,88.09,91.93,44.87,64.77,93.08,5.6,87.05,84.62,A,24.6,No,No,Master's,High,7,6.9
S1955,John,Williams,student955@university.com,Male,18,CS,,50.19,89.57,86.04,71.51,2.93,86.46,54.52,D,5.2,No,Yes,High School,Medium,2,7.9
S1956,Maria,Brown,student956@university.com,Male,24,CS,98.76,95.84,99.91,,52.59,6.87,90.95,92.21,A,11.9,Yes,Yes,None,Medium,10,8.1
S1957,Ali,Williams,student957@university.com,Female,18,Business,82.1,68.72,74.71,89.98,78.71,8.04,88.11,58.97,B,7.7,No,Yes,Bachelor's,Low,9,6.4
S1958,Sara,Jones,student958@university.com,Male,23,Engineering,73.08,60.42,43.53,,97.94,6.14,87.9,58.71,D,15.6,No,Yes,Bachelor's,Low,6,4.3
S1959,Omar,Davis,student959@university.com,Male,18,Engineering,65.26,84.51,86.83,58.35,50.73,2.02,62.59,86.69,A,20.9,No,Yes,PhD,High,3,4.2
S1960,Ali,Williams,student960@university.com,Female,24,CS,61.12,92.61,44.42,83.52,62.01,1.1,55.08,59.16,D,9.3,No,Yes,Bachelor's,Medium,1,8.6
S1961,Ali,Johnson,student961@university.com,Female,22,Business,60.65,62.24,72.4,69.58,65.8,8.6,88.09,56.12,A,11.0,No,Yes,PhD,Low,4,4.5
S1962,Emma,Davis,student962@university.com,Female,24,Business,70.46,64.44,56.65,73.16,88.29,2.35,54.93,66.78,A,14.8,No,Yes,PhD,Low,8,7.9
S1963,Omar,Smith,student963@university.com,Male,21,Engineering,99.59,65.99,94.9,96.08,66.16,0.2,99.11,91.94,B,20.8,No,Yes,PhD,Low,5,4.3
S1964,Omar,Williams,student964@university.com,Male,18,Engineering,50.04,95.34,67.08,68.0,61.95,6.43,93.75,58.84,C,12.8,No,Yes,High School,High,5,4.9
S1965,Ali,Davis,student965@university.com,Male,19,Engineering,59.86,81.55,93.91,80.6,82.43,1.53,76.67,66.95,D,20.0,Yes,Yes,High School,Medium,2,4.8
S1966,Ahmed,Williams,student966@university.com,Male,22,Engineering,59.42,54.86,57.94,68.17,52.32,9.91,67.61,64.31,D,13.7,No,Yes,Bachelor's,Medium,4,5.4
S1967,Emma,Davis,student967@university.com,Male,23,CS,85.86,51.1,63.24,54.74,58.53,8.7,76.34,67.8,A,11.4,No,Yes,High School,Medium,4,6.0
S1968,Emma,Johnson,student968@university.com,Female,20,Mathematics,,53.82,96.83,72.68,70.4,6.08,86.72,85.71,F,26.4,No,Yes,None,High,9,4.6
S1969,John,Smith,student969@university.com,Female,21,Engineering,72.86,55.81,52.08,79.85,67.78,8.34,87.82,70.27,B,14.6,No,Yes,PhD,Medium,7,8.9
S1970,Liam,Smith,student970@university.com,Male,21,CS,57.43,53.81,74.71,70.38,67.36,4.71,53.68,87.98,D,28.0,No,Yes,None,Medium,7,4.0
S1971,Omar,Jones,student971@university.com,Male,19,Engineering,70.25,79.51,63.31,69.53,55.43,7.88,90.24,82.02,D,12.6,No,Yes,High School,Low,9,7.9
S1972,Ali,Davis,student972@university.com,Male,20,Business,55.16,46.96,86.45,91.02,68.04,6.47,82.07,68.05,C,18.6,No,Yes,Master's,Medium,9,6.6
S1973,John,Williams,student973@university.com,Male,20,CS,76.65,63.24,47.76,51.48,89.9,0.29,52.03,71.61,C,6.3,No,No,,Low,5,4.4
S1974,Maria,Smith,student974@university.com,Male,23,CS,54.9,77.5,66.23,64.78,70.69,9.49,65.66,85.18,C,22.0,No,Yes,PhD,Medium,1,4.6
S1975,Sara,Smith,student975@university.com,Female,23,Engineering,89.53,57.45,81.94,90.59,79.31,8.61,75.53,76.74,A,24.9,Yes,Yes,Master's,Low,2,6.9
S1976,Liam,Brown,student976@university.com,Female,22,CS,78.33,43.92,64.42,96.03,58.18,9.53,59.42,93.42,C,29.3,No,Yes,Master's,Low,8,5.6
S1977,Liam,Brown,student977@university.com,Female,21,Business,86.2,44.91,43.51,70.61,53.49,7.31,57.76,96.66,B,25.9,Yes,Yes,PhD,Low,6,6.3
S1978,Liam,Smith,student978@university.com,Male,18,CS,70.93,47.56,82.31,94.44,94.0,4.12,50.71,85.89,B,12.8,No,Yes,Bachelor's,Low,10,6.7
S1979,Emma,Davis,student979@university.com,Male,23,Business,69.07,90.15,70.19,59.95,66.57,2.07,95.58,99.46,A,18.9,No,Yes,,Low,8,6.9
S1980,Maria,Jones,student980@university.com,Female,19,CS,54.91,79.47,40.68,61.07,67.52,1.8,52.81,79.83,D,19.8,No,Yes,High School,Low,3,6.9
S1981,Liam,Smith,student981@university.com,Female,19,CS,76.19,43.87,76.76,,93.88,1.45,68.3,51.99,A,6.4,No,Yes,Master's,Low,3,4.4
S1982,Maria,Johnson,student982@university.com,Male,19,Business,75.73,63.46,95.19,95.16,85.39,2.21,60.29,75.24,B,6.8,Yes,Yes,Master's,Low,6,7.7
S1983,Ahmed,Williams,student983@university.com,Female,24,Engineering,73.41,56.72,46.66,61.14,87.81,5.51,87.05,61.5,C,13.1,Yes,Yes,PhD,High,4,5.5
S1984,Liam,Jones,student984@university.com,Female,23,CS,87.03,74.68,75.44,52.97,84.1,6.84,85.36,66.69,B,23.6,No,Yes,PhD,Low,4,4.6
S1985,Sara,Johnson,student985@university.com,Male,23,CS,,71.37,83.72,,55.29,3.14,90.31,74.5,D,12.1,Yes,Yes,Bachelor's,Low,4,4.5
S1986,Maria,Jones,student986@university.com,Female,19,Engineering,87.54,68.87,44.25,63.07,97.9,5.49,80.84,64.75,A,26.9,No,Yes,Master's,Medium,2,5.2
S1987,Maria,Johnson,student987@university.com,Female,23,Engineering,57.19,58.87,41.36,88.07,95.46,3.41,79.58,65.48,C,21.1,No,Yes,High School,High,7,7.1
S1988,Sara,Williams,student988@university.com,Female,24,Mathematics,81.1,48.27,67.85,75.5,61.81,6.97,70.36,70.1,D,16.7,No,Yes,,Low,5,6.4
S1989,Liam,Williams,student989@university.com,Male,18,Mathematics,54.02,84.54,87.47,72.78,90.2,9.88,81.82,64.32,F,18.5,Yes,Yes,None,Low,5,4.5
S1990,Sara,Brown,student990@university.com,Female,18,Engineering,84.73,92.79,49.64,79.21,70.47,6.89,55.76,58.48,C,13.3,No,Yes,High School,Medium,7,4.2
S1991,Maria,Davis,student991@university.com,Female,22,Engineering,69.09,96.65,90.2,94.51,84.19,0.59,84.23,88.28,B,29.3,Yes,No,Master's,Low,5,4.1
S1992,Sara,Johnson,student992@university.com,Female,21,Engineering,56.62,43.52,79.39,54.52,58.28,4.77,55.19,69.76,C,9.4,No,Yes,PhD,High,1,6.1
S1993,Maria,Brown,student993@university.com,Male,18,Engineering,93.1,84.39,59.93,84.74,76.93,7.7,93.09,91.59,A,26.5,No,Yes,PhD,Medium,2,7.9
S1994,Maria,Johnson,student994@university.com,Male,22,CS,80.7,83.59,70.95,96.34,56.33,5.42,75.28,94.14,A,22.0,No,Yes,None,Medium,5,6.9
S1995,Ahmed,Brown,student995@university.com,Female,20,CS,67.74,96.83,97.93,60.67,76.81,9.51,76.52,87.55,B,22.8,No,Yes,,Medium,7,8.0
S1996,Ali,Williams,student996@university.com,Male,21,CS,51.54,55.17,52.99,91.89,62.18,0.55,79.24,69.83,D,25.9,Yes,Yes,High School,Low,10,5.6
S1997,Maria,Jones,student997@university.com,Female,18,CS,76.87,84.53,69.97,84.9,72.62,2.91,88.8,86.07,B,8.4,No,Yes,PhD,Low,2,4.7
S1998,Liam,Brown,student998@university.com,Male,24,CS,96.16,43.28,77.47,50.72,83.4,2.21,73.92,57.76,A,22.4,No,Yes,Bachelor's,Low,8,8.0
S1999,John,Johnson,student999@university.com,Male,20,Engineering,79.82,77.87,48.28,61.58,93.85,7.68,71.38,83.06,F,24.4,No,Yes,None,Medium,5,7.6
S2000,Emma,Johnson,student1000@university.com,Female,22,Business,98.58,61.05,42.61,80.29,58.26,5.24,64.42,70.3,B,29.6,No,No,None,High,9,6.9
S2001,Omar,Davis,student1001@university.com,Female,18,Engineering,,86.13,40.81,75.12,94.66,1.38,56.4,82.78,B,23.7,No,Yes,High School,Low,6,8.4
S2002,Ali,Williams,student1002@university.com,Female,18,CS,,91.8,59.48,76.4,69.5,2.86,59.52,87.74,F,28.8,Yes,Yes,High School,Low,3,7.2
S2003,Ali,Johnson,student1003@university.com,Male,23,CS,89.91,61.89,44.44,61.6,92.19,5.23,50.03,78.13,B,26.2,Yes,Yes,PhD,Medium,6,6.6
S2004,Ali,Smith,student1004@university.com,Female,20,Engineering,76.28,71.54,88.23,,75.63,9.96,93.47,82.12,B,26.9,No,Yes,PhD,Low,9,6.5
S2005,Ahmed,Jones,student1005@university.com,Male,18,CS,,47.04,99.84,63.32,93.11,3.64,88.25,60.68,A,27.9,No,Yes,,Low,1,7.1
S2006,Maria,Brown,student1006@university.com,Male,19,Engineering,79.14,65.01,43.68,69.47,83.14,1.57,60.93,79.63,F,18.3,No,Yes,,High,1,6.6
S2007,Ahmed,Davis,student1007@university.com,Female,24,Mathematics,80.59,61.65,65.96,68.45,75.44,4.97,50.12,73.02,A,22.8,No,Yes,PhD,High,8,5.4
S2008,Maria,Jones,student1008@university.com,Male,23,CS,86.44,50.99,41.54,83.6,65.63,3.1,74.61,71.4,B,8.1,No,Yes,,High,7,8.8
S2009,Liam,Williams,student1009@university.com,Female,23,CS,88.06,93.67,48.04,54.51,98.45,5.66,70.63,70.52,A,13.9,No,Yes,PhD,Low,1,8.8
S2010,Ahmed,Davis,student1010@university.com,Male,18,Engineering,88.54,48.89,59.38,60.28,90.04,4.67,88.8,65.55,A,27.0,No,Yes,None,Low,8,4.8
S2011,Ahmed,Brown,student1011@university.com,Female,24,Mathematics,83.17,78.14,63.62,60.02,69.06,6.89,70.14,65.27,B,29.4,No,Yes,Master's,Medium,5,6.7
S2012,Emma,Brown,student1012@university.com,Male,23,Business,60.79,93.41,96.39,55.42,58.34,9.14,93.21,84.99,F,7.8,Yes,Yes,High School,Low,9,7.9
S2013,John,Smith,student1013@university.com,Male,21,Business,70.21,94.72,63.75,60.38,88.98,2.01,54.79,77.89,D,19.7,No,Yes,None,Low,3,4.3
S2014,Ahmed,Williams,student1014@university.com,Female,20,CS,88.81,87.59,69.78,80.35,99.5,8.21,68.29,51.5,A,23.4,No,Yes,PhD,Medium,5,4.6
S2015,Emma,Davis,student1015@university.com,Male,21,Mathematics,,50.57,54.74,86.61,63.95,9.49,96.7,52.43,D,17.9,Yes,Yes,Master's,Medium,7,6.7
S2016,Sara,Davis,student1016@university.com,Female,22,CS,53.95,89.05,40.01,83.02,95.79,3.74,50.59,78.51,D,10.8,No,Yes,Master's,Medium,10,4.1
S2017,John,Johnson,student1017@university.com,Male,21,CS,76.78,56.59,93.96,73.76,56.27,1.14,69.54,92.31,C,6.0,No,Yes,,Low,8,8.2
S2018,Liam,Smith,student1018@university.com,Male,24,Business,65.63,95.34,44.9,52.62,97.61,8.22,62.99,52.2,F,28.8,No,Yes,,Medium,3,8.4
S2019,Ahmed,Smith,student1019@university.com,Male,19,Mathematics,61.27,82.55,97.85,97.95,87.27,7.01,76.59,75.36,B,10.9,Yes,No,Bachelor's,Medium,1,7.7
S2020,Omar,Davis,student1020@university.com,Female,23,CS,75.29,87.12,47.85,58.4,67.33,2.13,63.94,92.56,F,12.5,Yes,Yes,PhD,Low,6,8.1
S2021,Ali,Davis,student1021@university.com,Female,24,CS,80.3,45.1,76.29,83.42,65.23,4.45,93.5,50.22,C,21.1,Yes,Yes,Bachelor's,Medium,5,7.4
S2022,Sara,Jones,student1022@university.com,Female,23,CS,,74.97,99.96,95.64,82.17,5.78,96.86,63.79,A,15.7,No,Yes,,Medium,5,4.7
S2023,Sara,Jones,student1023@university.com,Female,19,CS,89.01,89.27,48.31,84.89,79.68,1.7,92.46,96.0,A,15.6,Yes,Yes,Bachelor's,Low,6,4.1
S2024,Liam,Jones,student1024@university.com,Female,23,CS,90.99,91.7,65.44,60.9,95.95,7.15,69.93,54.07,B,7.1,No,No,None,Medium,3,8.2
S2025,Emma,Smith,student1025@university.com,Male,21,Mathematics,98.28,41.72,86.83,65.79,88.31,6.9,99.5,80.35,A,29.8,Yes,No,Master's,Low,5,7.5
S2026,Sara,Johnson,student1026@university.com,Male,22,Engineering,59.03,96.35,41.93,,77.02,8.87,86.75,75.37,D,12.1,No,Yes,High School,High,10,6.0
S2027,John,Brown,student1027@university.com,Female,18,Business,79.73,42.6,81.39,80.64,96.38,5.67,67.78,57.58,B,7.8,Yes,Yes,Master's,Medium,1,8.0
S2028,Ahmed,Jones,student1028@university.com,Male,19,Business,,76.87,44.82,80.65,79.64,5.74,54.68,52.12,F,22.0,No,Yes,Bachelor's,Medium,8,4.3
S2029,Ahmed,Johnson,student1029@university.com,Male,21,Engineering,66.74,81.6,54.19,86.28,92.48,6.19,83.35,75.13,F,23.8,No,Yes,Master's,Low,9,5.6
S2030,Omar,Williams,student1030@university.com,Male,24,Business,78.28,46.44,49.6,50.55,92.05,2.74,86.43,86.76,A,5.6,Yes,Yes,Bachelor's,High,4,5.7
S2031,Liam,Jones,student1031@university.com,Male,21,Engineering,89.12,42.88,94.44,90.89,95.96,7.59,56.12,58.86,B,11.7,No,No,PhD,High,5,4.5
S2032,Ali,Brown,student1032@university.com,Female,21,CS,51.15,87.09,50.83,86.94,53.38,6.62,77.49,84.57,F,9.9,No,Yes,,Low,7,7.7
S2033,Emma,Williams,student1033@university.com,Male,18,Engineering,98.47,63.08,42.43,57.04,79.19,8.39,99.35,77.32,A,24.7,No,No,PhD,High,10,7.9
S2034,Ali,Williams,student1034@university.com,Female,20,Engineering,90.49,46.43,75.26,67.38,73.42,7.69,66.31,67.89,B,9.6,No,Yes,High School,Medium,5,6.9
S2035,Sara,Brown,student1035@university.com,Female,23,Business,87.56,85.76,60.77,81.93,74.53,6.39,65.09,83.22,A,10.9,No,Yes,PhD,Medium,4,6.1
S2036,Liam,Jones,student1036@university.com,Male,23,Mathematics,88.02,90.95,64.34,74.79,73.0,1.61,95.17,59.6,A,29.7,Yes,No,PhD,Low,8,7.0
S2037,Omar,Smith,student1037@university.com,Female,24,Engineering,69.45,75.24,47.14,55.75,91.87,9.19,55.87,72.85,B,22.6,No,Yes,Master's,Low,6,8.5
S2038,Ali,Brown,student1038@university.com,Male,22,Business,87.58,49.67,84.89,54.37,65.92,3.67,96.68,77.47,A,14.7,No,Yes,High School,Medium,2,5.8
S2039,John,Brown,student1039@university.com,Male,24,CS,69.34,40.91,76.09,89.07,73.14,9.64,88.97,72.93,D,23.8,Yes,Yes,Master's,Low,4,5.7
S2040,Ahmed,Brown,student1040@university.com,Male,20,Business,,82.05,61.85,57.8,60.03,4.02,69.54,69.88,D,16.7,No,Yes,PhD,High,3,7.1
S2041,Sara,Williams,student1041@university.com,Female,23,CS,,73.01,50.29,58.6,62.59,1.46,54.18,87.05,D,10.3,Yes,Yes,Master's,High,2,7.4
S2042,Omar,Johnson,student1042@university.com,Female,22,CS,64.62,79.05,75.61,91.55,83.02,8.85,50.96,82.81,C,17.2,No,Yes,Bachelor's,Medium,6,6.3
S2043,Ali,Smith,student1043@university.com,Female,24,CS,77.57,88.79,86.72,80.61,55.85,7.95,68.79,81.97,B,24.3,Yes,Yes,PhD,Low,10,8.3
S2044,Emma,Jones,student1044@university.com,Male,22,Engineering,65.96,66.05,58.74,80.24,59.39,7.86,85.27,94.59,B,9.5,Yes,Yes,Bachelor's,Medium,1,5.8
S2045,John,Jones,student1045@university.com,Male,21,CS,71.21,47.47,41.55,73.97,76.4,0.89,74.38,99.68,C,17.1,No,Yes,,Low,10,7.2
S2046,John,Johnson,student1046@university.com,Male,19,Mathematics,74.62,96.4,52.86,,52.19,8.79,86.93,78.36,B,8.0,No,No,Bachelor's,High,4,7.3
S2047,Ali,Brown,student1047@university.com,Female,21,CS,92.82,72.72,80.94,80.09,56.35,5.96,83.53,67.41,A,26.1,Yes,Yes,,Medium,8,5.5
S2048,Ahmed,Smith,student1048@university.com,Male,18,Mathematics,76.16,76.92,99.35,98.39,93.17,4.7,78.65,88.94,F,25.5,No,Yes,PhD,Low,5,4.1
S2049,Ali,Jones,student1049@university.com,Male,23,Business,68.12,96.0,40.8,61.15,92.31,9.13,98.37,57.1,B,21.8,Yes,Yes,Bachelor's,Medium,3,8.1
S2050,Sara,Davis,student1050@university.com,Female,22,CS,62.39,95.9,58.37,60.73,67.39,6.66,86.42,75.65,F,28.0,No,Yes,High School,Low,2,6.4
S2051,Ali,Jones,student1051@university.com,Female,24,CS,70.43,74.33,43.72,52.86,67.4,1.33,95.73,76.23,D,15.0,No,No,Bachelor's,Low,6,4.5
S2052,John,Brown,student1052@university.com,Female,19,Business,75.79,57.86,58.98,82.91,96.83,5.2,62.11,99.17,A,8.3,Yes,Yes,PhD,Low,4,8.8
S2053,Omar,Davis,student1053@university.com,Male,24,Engineering,87.31,99.83,64.35,77.45,51.29,6.37,85.68,99.55,A,29.4,Yes,Yes,High School,High,7,5.5
S2054,Ali,Johnson,student1054@university.com,Male,23,Engineering,56.05,80.85,95.25,55.56,79.01,8.99,79.89,89.96,D,17.8,No,Yes,,Medium,8,6.4
S2055,Ahmed,Smith,student1055@university.com,Male,22,CS,61.08,64.51,44.83,68.23,79.87,2.8,96.21,73.65,D,16.9,No,Yes,High School,Low,9,6.4
S2056,Liam,Johnson,student1056@university.com,Female,22,Engineering,68.98,73.59,86.63,58.93,89.39,7.94,75.52,77.36,A,6.6,No,Yes,,Low,7,5.9
S2057,Omar,Johnson,student1057@university.com,Female,21,Mathematics,,64.95,63.73,66.57,97.59,8.0,63.98,65.99,A,19.3,No,Yes,High School,Medium,9,4.8
S2058,Emma,Smith,student1058@university.com,Female,19,CS,69.59,93.3,88.68,97.56,67.79,1.28,69.24,91.49,D,21.1,No,Yes,,Medium,4,7.5
S2059,Maria,Smith,student1059@university.com,Female,19,Engineering,89.68,68.95,70.8,84.17,71.89,0.17,60.94,87.33,A,16.8,No,Yes,,Low,1,5.0
S2060,Ali,Jones,student1060@university.com,Male,23,CS,66.21,89.41,42.36,50.38,83.56,5.81,61.0,88.57,A,27.8,No,Yes,Bachelor's,Medium,7,7.4
S2061,Ahmed,Jones,student1061@university.com,Male,22,Business,75.09,90.41,96.77,62.63,98.36,7.89,73.52,56.93,A,23.6,No,Yes,Master's,Low,2,8.0
S2062,Omar,Smith,student1062@university.com,Male,19,Business,81.2,89.46,44.96,50.52,94.54,5.54,94.63,69.93,B,6.0,No,Yes,,High,10,4.1
S2063,Ahmed,Davis,student1063@university.com,Male,19,CS,61.61,83.33,75.86,85.74,83.35,8.13,59.59,76.87,F,18.6,No,Yes,High School,Low,9,7.7
S2064,Emma,Williams,student1064@university.com,Male,24,CS,85.93,91.29,92.66,73.47,92.84,6.22,64.39,56.23,A,29.8,No,Yes,PhD,High,6,7.2
S2065,John,Jones,student1065@university.com,Male,23,CS,77.36,63.23,44.79,99.7,54.26,6.53,92.65,68.43,A,10.0,Yes,Yes,High School,Medium,9,5.0
S2066,Ahmed,Williams,student1066@university.com,Male,21,Engineering,72.34,46.88,73.23,86.68,68.86,0.28,66.96,54.37,A,20.4,No,Yes,PhD,High,8,7.1
S2067,Omar,Davis,student1067@university.com,Male,24,Engineering,,90.55,89.46,75.9,50.65,0.89,98.12,97.94,C,11.8,Yes,Yes,,Medium,9,6.1
S2068,Ahmed,Smith,student1068@university.com,Female,24,Mathematics,,69.89,99.18,,58.87,7.25,63.45,87.56,A,14.3,No,Yes,Bachelor's,High,7,4.4
S2069,Ahmed,Davis,student1069@university.com,Female,20,Engineering,94.16,47.64,83.46,85.24,81.52,7.63,72.11,81.04,A,5.8,No,Yes,None,Low,3,6.6
S2070,Ahmed,Jones,student1070@university.com,Male,18,CS,78.05,46.92,56.7,62.19,94.28,5.42,54.78,60.24,B,22.2,No,Yes,PhD,Low,10,8.9
S2071,Sara,Johnson,student1071@university.com,Female,20,Business,80.46,49.55,81.97,76.51,81.64,5.9,99.61,66.71,C,24.1,No,Yes,None,Low,5,7.2
S2072,Sara,Smith,student1072@university.com,Male,19,Engineering,,85.06,82.35,77.8,83.21,6.14,94.51,57.22,F,24.3,No,Yes,,Low,3,5.7
S2073,John,Brown,student1073@university.com,Male,22,Engineering,90.88,82.65,82.0,72.56,55.19,1.05,90.88,76.81,A,29.3,Yes,Yes,Bachelor's,High,3,6.8
S2074,Ali,Williams,student1074@university.com,Female,18,CS,80.08,52.23,91.26,58.96,83.24,6.68,57.87,91.03,C,25.9,Yes,No,,Low,7,7.7
S2075,Ahmed,Davis,student1075@university.com,Male,18,CS,87.66,90.82,45.24,61.17,72.72,4.78,98.47,50.95,B,10.2,Yes,Yes,High School,High,6,4.8
S2076,Emma,Smith,student1076@university.com,Male,22,Mathematics,71.67,56.88,46.51,64.05,82.57,6.03,96.46,55.17,C,10.8,No,Yes,Bachelor's,Medium,5,6.6
S2077,Ali,Davis,student1077@university.com,Male,18,Engineering,77.37,87.58,78.44,,66.31,5.63,71.78,61.47,C,24.2,No,Yes,Master's,High,5,6.5
S2078,Emma,Smith,student1078@university.com,Male,22,CS,53.1,69.33,97.23,95.85,79.07,7.63,84.08,85.7,F,24.4,Yes,Yes,,Low,8,5.9
S2079,Ali,Jones,student1079@university.com,Male,18,Engineering,54.49,83.89,67.95,84.3,71.2,3.19,99.62,94.7,D,8.1,No,Yes,Bachelor's,Low,1,7.7
S2080,John,Jones,student1080@university.com,Male,24,Mathematics,91.47,62.88,97.63,84.48,77.93,3.74,70.49,87.65,A,5.2,No,Yes,Master's,Low,4,6.8
S2081,Ahmed,Jones,student1081@university.com,Male,23,CS,52.98,60.83,96.29,78.62,57.35,3.92,55.65,76.25,C,15.0,No,Yes,PhD,Medium,5,7.5
S2082,Ahmed,Davis,student1082@university.com,Female,23,Engineering,58.47,90.48,94.17,84.47,69.79,7.62,93.39,55.26,D,22.4,No,Yes,Master's,High,9,7.0
S2083,Maria,Brown,student1083@university.com,Female,20,Mathematics,89.79,42.12,94.59,99.09,68.71,4.31,73.82,87.75,A,26.7,No,Yes,PhD,Low,1,7.9
S2084,Emma,Jones,student1084@university.com,Male,24,CS,50.06,98.48,93.9,69.26,86.82,1.77,99.35,55.28,F,9.1,Yes,No,,Medium,9,7.2
S2085,Ali,Smith,student1085@university.com,Female,18,Business,,78.89,89.19,85.63,85.32,9.83,77.54,67.38,D,25.4,No,Yes,None,Low,6,7.4
S2086,Ali,Jones,student1086@university.com,Male,21,Engineering,,65.95,81.7,67.98,95.44,4.93,51.47,65.4,D,22.1,No,Yes,None,High,3,5.1
S2087,Liam,Johnson,student1087@university.com,Male,22,Engineering,79.77,77.68,41.46,,81.6,1.09,74.59,67.96,C,9.1,No,Yes,,High,3,8.2
S2088,Liam,Jones,student1088@university.com,Male,24,CS,,47.36,47.94,92.9,65.73,6.7,85.9,66.48,D,26.8,Yes,Yes,PhD,Low,4,4.8
S2089,Sara,Davis,student1089@university.com,Male,18,CS,75.3,70.84,48.05,95.11,89.16,7.39,51.3,88.46,F,28.3,No,Yes,,Medium,5,5.7
S2090,Maria,Brown,student1090@university.com,Female,23,Engineering,75.47,99.11,41.41,50.27,74.85,5.0,70.67,58.59,D,11.6,Yes,Yes,Bachelor's,Medium,9,8.4
S2091,Omar,Johnson,student1091@university.com,Female,23,CS,86.27,54.12,47.0,64.91,59.67,6.46,57.78,92.29,A,8.7,No,No,Master's,Medium,6,4.5
S2092,Liam,Davis,student1092@university.com,Female,22,Engineering,74.93,83.34,95.18,56.7,87.37,1.73,82.15,92.91,C,29.2,Yes,Yes,None,Low,5,8.3
S2093,Omar,Davis,student1093@university.com,Female,21,CS,80.42,66.1,79.83,72.7,56.63,3.68,97.87,74.55,C,5.6,Yes,Yes,High School,High,6,6.4
S2094,Sara,Davis,student1094@university.com,Male,18,CS,94.89,79.15,58.72,74.77,58.91,1.62,81.23,55.31,A,28.7,No,No,,Low,6,4.9
S2095,Sara,Smith,student1095@university.com,Female,18,Mathematics,70.07,52.29,87.6,62.8,87.94,3.87,84.74,78.77,A,10.4,No,Yes,PhD,Medium,9,7.7
S2096,Sara,Davis,student1096@university.com,Male,21,Engineering,69.26,68.23,69.3,86.17,88.51,5.63,69.83,91.05,C,16.0,No,Yes,PhD,Low,10,5.4
S2097,Emma,Smith,student1097@university.com,Male,21,Mathematics,50.18,98.81,48.53,63.49,89.54,4.43,78.16,64.47,F,12.7,No,Yes,Master's,Medium,7,7.4
S2098,Emma,Davis,student1098@university.com,Female,21,CS,80.67,51.72,93.07,92.69,64.67,5.93,77.19,91.89,B,8.8,Yes,Yes,Bachelor's,High,7,8.0
S2099,John,Williams,student1099@university.com,Male,23,Engineering,51.49,78.19,60.32,58.88,93.33,5.02,87.98,83.85,F,13.8,No,Yes,Bachelor's,Low,4,6.8
S2100,John,Johnson,student1100@university.com,Female,22,CS,75.21,74.54,81.93,,86.13,3.18,92.85,99.36,D,18.5,Yes,Yes,High School,High,5,7.9
S2101,Sara,Williams,student1101@university.com,Female,24,Business,90.21,73.9,57.44,81.11,91.7,1.43,83.14,91.24,A,7.3,No,Yes,,Medium,7,8.7
S2102,Maria,Davis,student1102@university.com,Female,21,Business,77.5,76.91,70.0,80.27,85.43,2.53,98.99,60.08,D,25.2,No,Yes,,Low,8,6.8
S2103,Ali,Johnson,student1103@university.com,Female,22,CS,63.48,70.13,88.98,53.9,78.98,2.01,91.41,72.45,F,25.0,Yes,Yes,None,Low,6,4.8
S2104,Emma,Johnson,student1104@university.com,Female,20,Mathematics,89.31,41.02,49.41,92.31,55.47,7.07,56.23,55.18,A,24.9,No,Yes,None,Medium,8,7.5
S2105,Maria,Brown,student1105@university.com,Male,18,CS,63.49,94.01,98.64,79.9,85.55,8.2,75.37,53.48,A,22.2,Yes,Yes,High School,Low,9,6.1
S2106,Ahmed,Williams,student1106@university.com,Female,18,Engineering,86.65,89.62,44.21,93.49,84.52,7.2,95.16,85.3,B,16.4,No,Yes,High School,High,1,6.7
S2107,Emma,Brown,student1107@university.com,Female,19,Mathematics,80.51,50.45,72.04,93.38,65.62,6.44,97.2,95.65,F,25.8,No,Yes,,Low,4,7.1
S2108,Emma,Johnson,student1108@university.com,Male,20,Business,58.5,64.8,94.96,77.3,86.79,3.08,69.01,98.68,D,26.3,No,Yes,Master's,Medium,9,7.6
S2109,John,Smith,student1109@university.com,Female,24,Mathematics,95.26,86.23,96.74,95.54,77.52,7.11,86.29,63.52,A,12.1,No,Yes,,Medium,5,7.2
S2110,Ali,Johnson,student1110@university.com,Female,21,CS,60.03,98.8,53.93,92.42,77.97,6.05,70.53,60.09,C,17.0,Yes,Yes,High School,Low,4,5.2
S2111,Ali,Brown,student1111@university.com,Male,21,CS,99.48,97.07,48.64,97.91,68.38,0.47,56.18,78.01,B,10.1,No,Yes,,High,9,7.7
S2112,Liam,Williams,student1112@university.com,Male,24,CS,50.37,93.96,83.46,92.52,55.84,9.08,94.23,60.04,D,11.4,No,Yes,PhD,Low,2,8.0
S2113,Omar,Davis,student1113@university.com,Female,23,Engineering,63.17,49.5,42.52,91.06,60.85,0.8,96.6,64.8,B,11.0,No,Yes,PhD,High,2,4.2
S2114,Omar,Davis,student1114@university.com,Male,20,Business,59.99,94.87,69.11,73.47,88.44,5.03,75.24,91.86,C,25.7,No,Yes,High School,Low,8,5.5
S2115,Omar,Williams,student1115@university.com,Female,21,CS,50.7,92.71,87.78,60.6,63.57,5.13,50.92,90.52,D,11.3,No,Yes,None,Low,8,8.9
S2116,Omar,Davis,student1116@university.com,Male,19,Engineering,86.62,62.62,73.62,95.54,50.11,8.37,90.8,94.75,B,18.7,No,Yes,Master's,High,5,4.9
S2117,Ahmed,Davis,student1117@university.com,Female,22,CS,84.67,63.67,51.28,86.13,99.85,9.13,73.85,74.11,B,20.7,No,Yes,Bachelor's,Medium,6,4.9
S2118,Ahmed,Brown,student1118@university.com,Female,18,CS,89.62,67.59,69.22,64.09,60.53,9.4,53.75,78.2,A,23.6,Yes,No,Bachelor's,Medium,5,7.0
S2119,Emma,Williams,student1119@university.com,Female,20,Engineering,62.83,79.37,95.28,67.05,82.77,5.7,59.47,88.53,F,5.7,No,Yes,PhD,Low,8,5.7
S2120,Sara,Jones,student1120@university.com,Male,18,Engineering,,55.65,77.03,84.3,96.35,6.79,57.61,61.96,F,16.9,No,Yes,Bachelor's,Low,6,7.3
S2121,John,Smith,student1121@university.com,Female,22,Business,,41.38,83.29,73.89,79.99,0.89,84.31,91.15,B,12.3,No,Yes,None,Medium,6,5.3
S2122,John,Smith,student1122@university.com,Male,20,CS,71.99,48.47,60.18,54.07,89.95,4.88,64.97,50.88,C,25.8,No,Yes,High School,Medium,7,6.1
S2123,Omar,Davis,student1123@university.com,Female,22,Business,84.87,66.41,51.31,57.07,98.82,8.98,56.38,89.88,C,5.9,Yes,Yes,Master's,Low,2,9.0
S2124,Emma,Smith,student1124@university.com,Female,21,CS,81.7,56.92,55.34,,93.02,4.56,95.88,88.8,F,10.2,Yes,Yes,Master's,Low,9,5.9
S2125,Liam,Williams,student1125@university.com,Female,24,CS,55.73,85.87,71.99,66.43,77.9,0.7,97.83,65.09,C,12.9,No,Yes,None,High,3,4.4
S2126,Maria,Williams,student1126@university.com,Female,21,Engineering,89.05,46.4,56.81,75.38,68.19,2.01,56.93,86.4,A,6.9,No,No,Bachelor's,High,9,7.7
S2127,Sara,Johnson,student1127@university.com,Female,24,Business,,95.05,72.52,88.33,74.12,4.3,61.51,60.7,D,14.9,Yes,Yes,None,Low,10,6.9
S2128,Emma,Johnson,student1128@university.com,Male,21,CS,82.79,93.72,82.47,87.56,92.09,2.38,79.61,78.81,D,23.6,No,Yes,,Medium,5,6.2
S2129,Sara,Smith,student1129@university.com,Male,22,CS,57.75,94.53,84.06,58.35,92.67,3.92,57.53,85.03,F,10.3,Yes,Yes,,Low,1,8.5
S2130,Sara,Jones,student1130@university.com,Male,22,Engineering,63.4,84.38,49.88,54.92,92.29,3.33,57.93,85.73,D,23.9,No,No,Master's,High,10,4.7
S2131,Sara,Johnson,student1131@university.com,Female,22,CS,69.66,46.42,85.03,79.56,79.86,3.19,66.83,99.15,A,18.2,Yes,Yes,,Low,4,6.4
S2132,Emma,Johnson,student1132@university.com,Female,18,Business,64.0,66.29,80.36,87.08,73.85,0.91,97.46,59.1,A,13.6,No,Yes,Master's,Medium,6,5.0
S2133,Omar,Williams,student1133@university.com,Male,22,Business,61.39,47.88,40.72,57.45,65.57,8.83,98.12,74.04,A,14.2,Yes,Yes,None,Medium,3,4.4
S2134,John,Jones,student1134@university.com,Female,21,CS,90.27,99.26,43.53,68.6,50.17,6.93,92.09,94.01,A,7.9,No,Yes,PhD,Low,6,6.2
S2135,John,Davis,student1135@university.com,Female,19,Engineering,81.91,59.98,78.77,93.51,88.22,6.23,84.79,78.08,C,11.2,No,Yes,Master's,Medium,1,8.7
S2136,Omar,Smith,student1136@university.com,Female,22,Business,78.27,75.12,63.02,97.21,63.85,6.06,86.03,93.82,A,23.3,Yes,Yes,PhD,Low,10,7.6
S2137,Sara,Johnson,student1137@university.com,Male,19,CS,61.3,86.76,48.77,72.7,66.48,3.97,73.48,71.7,F,26.6,Yes,Yes,,Low,10,5.2
S2138,Maria,Jones,student1138@university.com,Male,24,Engineering,95.9,95.24,42.66,53.98,92.17,8.23,76.51,89.77,A,11.6,Yes,Yes,,Medium,9,6.3
S2139,Ali,Jones,student1139@university.com,Male,21,CS,59.56,85.33,49.56,62.88,52.61,9.3,81.72,93.5,F,19.7,Yes,No,None,High,9,8.0
S2140,Emma,Smith,student1140@university.com,Male,22,Engineering,89.75,80.47,97.45,61.65,96.38,0.06,86.56,92.32,A,5.9,Yes,Yes,None,High,4,5.0
S2141,Ali,Jones,student1141@university.com,Male,18,CS,98.33,67.96,83.65,61.95,50.07,0.79,54.84,93.57,A,6.9,No,Yes,Bachelor's,High,2,5.0
S2142,Liam,Jones,student1142@university.com,Female,18,Business,86.35,76.32,71.66,74.69,96.96,6.75,61.24,60.98,A,29.1,No,Yes,Master's,High,8,4.9
S2143,Omar,Jones,student1143@university.com,Female,24,CS,99.64,45.65,96.49,79.16,72.74,2.36,98.15,71.95,A,27.4,Yes,Yes,High School,Medium,7,7.0
S2144,Maria,Johnson,student1144@university.com,Female,19,CS,82.55,93.04,77.15,56.13,55.11,9.12,66.76,58.73,D,7.0,Yes,Yes,PhD,Low,1,4.1
S2145,Emma,Smith,student1145@university.com,Female,23,Business,60.87,72.63,83.54,94.47,83.71,6.67,63.42,59.03,F,25.6,No,Yes,Master's,High,6,6.9
S2146,Omar,Jones,student1146@university.com,Male,18,CS,60.19,42.41,56.96,81.0,94.79,3.68,71.1,74.39,D,7.6,No,Yes,PhD,Low,10,8.1
S2147,Sara,Jones,student1147@university.com,Male,18,CS,66.23,95.19,75.34,79.86,71.9,4.15,64.55,98.0,D,25.7,Yes,Yes,Bachelor's,High,5,7.9
S2148,John,Johnson,student1148@university.com,Female,18,CS,50.36,69.36,48.61,99.36,84.57,6.91,54.56,79.6,F,27.8,Yes,Yes,None,Medium,2,7.3
S2149,Ali,Smith,student1149@university.com,Male,21,CS,84.08,92.12,64.27,81.41,98.97,1.41,60.4,92.69,C,8.8,Yes,Yes,High School,Medium,5,5.1
S2150,Ahmed,Williams,student1150@university.com,Female,18,Mathematics,63.43,91.41,41.99,96.45,62.04,8.83,82.01,96.86,A,8.7,No,No,None,Low,6,8.1
S2151,Ahmed,Johnson,student1151@university.com,Female,20,Business,90.76,88.95,53.0,64.31,91.02,0.05,61.16,54.33,A,28.2,Yes,Yes,Bachelor's,Low,10,8.8
S2152,Maria,Smith,student1152@university.com,Female,22,CS,67.96,43.68,44.49,62.01,64.76,9.79,82.38,58.1,C,12.5,Yes,Yes,Bachelor's,Medium,6,4.9
S2153,Sara,Jones,student1153@university.com,Female,24,Business,74.0,54.82,63.27,75.83,71.32,1.68,55.0,64.54,F,16.8,No,Yes,,Low,2,8.6
S2154,Liam,Smith,student1154@university.com,Male,18,Engineering,98.28,92.53,90.58,75.43,64.09,7.42,52.09,80.84,A,12.6,No,Yes,None,Low,1,8.3
S2155,Ali,Smith,student1155@university.com,Female,23,Mathematics,62.11,93.94,62.68,61.32,72.3,0.4,93.08,53.09,D,23.7,No,Yes,None,Low,4,8.9
S2156,Sara,Davis,student1156@university.com,Male,23,CS,86.06,67.48,89.9,84.98,50.25,4.31,88.0,89.33,A,10.3,Yes,Yes,High School,Medium,4,5.6
S2157,Ali,Smith,student1157@university.com,Female,18,Engineering,87.76,66.4,79.39,51.48,65.17,6.3,83.3,53.19,B,17.4,Yes,Yes,,Medium,9,8.7
S2158,Maria,Williams,student1158@university.com,Female,18,Engineering,61.05,50.51,70.57,84.53,72.26,0.7,51.54,57.92,D,26.3,No,Yes,Bachelor's,Medium,1,4.9
S2159,Maria,Smith,student1159@university.com,Female,20,Engineering,75.05,98.1,54.21,72.86,81.61,4.43,61.97,69.09,A,28.6,No,Yes,PhD,Low,10,4.9
S2160,Liam,Williams,student1160@university.com,Female,18,Engineering,67.51,52.79,95.33,,81.87,3.03,90.62,77.89,F,13.8,No,No,High School,Medium,1,4.5
S2161,Ahmed,Jones,student1161@university.com,Male,18,CS,88.6,51.46,43.25,73.85,79.19,4.98,57.23,94.08,B,7.8,No,Yes,None,Low,8,6.1
S2162,Sara,Williams,student1162@university.com,Female,22,Business,81.12,79.64,81.33,,64.65,5.05,90.64,98.19,B,25.2,No,Yes,PhD,Low,5,4.1
S2163,Emma,Jones,student1163@university.com,Male,23,Engineering,73.8,54.57,77.27,66.73,97.37,7.85,79.21,94.23,C,7.8,Yes,Yes,,Medium,9,5.9
S2164,Ahmed,Jones,student1164@university.com,Female,20,Mathematics,88.97,96.33,66.46,99.13,69.6,1.24,87.02,55.35,B,24.5,No,Yes,Bachelor's,Medium,6,7.1
S2165,Sara,Williams,student1165@university.com,Female,23,CS,61.76,40.65,54.42,53.25,60.84,0.83,82.23,81.56,D,22.2,No,Yes,Master's,Medium,10,4.4
S2166,Ahmed,Johnson,student1166@university.com,Female,20,Engineering,87.68,40.35,65.84,84.19,77.73,4.02,70.85,72.09,A,19.4,No,Yes,None,Medium,3,8.1
S2167,Emma,Brown,student1167@university.com,Male,23,Mathematics,93.27,70.29,92.37,72.71,87.45,8.88,64.6,56.29,B,28.5,Yes,Yes,,Medium,1,5.5
S2168,John,Smith,student1168@university.com,Female,18,Engineering,93.93,69.28,90.21,91.11,50.61,8.55,83.64,77.76,B,13.1,No,Yes,PhD,Low,10,4.2
S2169,John,Davis,student1169@university.com,Female,23,Business,89.18,49.8,96.48,89.48,63.82,5.6,90.35,67.83,A,7.3,No,Yes,PhD,Low,6,5.9
S2170,Liam,Brown,student1170@university.com,Female,23,Business,70.4,69.67,58.47,90.01,91.25,8.89,52.24,67.29,C,29.5,No,Yes,,Low,3,4.7
S2171,John,Smith,student1171@university.com,Female,20,CS,99.09,64.7,63.23,54.74,75.35,8.05,69.0,54.72,A,16.0,No,Yes,None,High,4,8.0
S2172,John,Smith,student1172@university.com,Female,24,Engineering,,93.42,41.12,,70.42,2.78,67.54,98.94,B,15.8,Yes,Yes,None,Low,3,5.7
S2173,Omar,Jones,student1173@university.com,Male,19,CS,,40.56,96.58,60.7,96.55,1.7,77.97,86.3,F,7.2,No,Yes,Bachelor's,High,7,4.6
S2174,Ali,Smith,student1174@university.com,Male,20,Engineering,58.05,98.58,59.76,,54.48,3.01,55.7,64.02,C,23.6,No,No,,Medium,9,6.3
S2175,Omar,Davis,student1175@university.com,Female,20,CS,99.02,77.46,64.25,60.89,80.78,2.27,96.67,95.87,B,23.0,Yes,Yes,Master's,Medium,5,6.3
S2176,Omar,Smith,student1176@university.com,Female,20,Business,,49.11,94.47,73.96,67.11,6.23,77.43,97.4,A,8.6,No,Yes,Master's,Medium,6,5.4
S2177,Liam,Williams,student1177@university.com,Male,21,Engineering,87.67,42.81,71.6,87.11,53.54,5.85,96.19,90.52,A,10.8,No,Yes,High School,Medium,5,5.6
S2178,Omar,Brown,student1178@university.com,Female,24,Engineering,,72.29,73.97,60.93,60.69,5.98,90.85,82.97,F,5.4,No,Yes,None,Low,3,7.8
S2179,John,Williams,student1179@university.com,Male,21,CS,88.17,54.09,50.57,55.65,81.4,1.89,59.58,68.82,A,27.2,Yes,Yes,None,Low,3,7.2
S2180,Emma,Davis,student1180@university.com,Female,21,Mathematics,,58.07,69.92,,51.41,7.92,56.62,71.72,F,11.1,No,Yes,Bachelor's,Low,4,5.1
S2181,Liam,Smith,student1181@university.com,Female,20,CS,83.59,54.71,95.09,99.19,79.61,4.34,93.06,72.75,B,28.2,No,Yes,PhD,High,5,8.7
S2182,Liam,Davis,student1182@university.com,Male,19,CS,64.6,79.01,73.52,80.04,97.84,4.72,76.81,97.44,D,19.3,No,Yes,None,Medium,7,5.5
S2183,Maria,Jones,student1183@university.com,Female,20,CS,,73.21,55.31,84.55,89.75,9.97,50.99,88.01,B,15.6,No,Yes,Master's,Medium,9,6.7
S2184,Liam,Williams,student1184@university.com,Male,18,Mathematics,55.52,44.68,41.87,78.06,67.28,2.82,96.71,64.6,F,5.2,No,Yes,High School,High,5,6.9
S2185,Maria,Williams,student1185@university.com,Male,19,Mathematics,73.58,71.59,60.18,89.12,56.91,3.94,73.65,81.23,D,7.3,Yes,No,PhD,Medium,2,5.1
S2186,Liam,Johnson,student1186@university.com,Male,21,Engineering,,87.47,74.36,98.79,73.25,6.76,65.05,79.7,C,9.0,Yes,Yes,PhD,Low,9,5.5
S2187,Ali,Smith,student1187@university.com,Female,23,Business,67.45,44.87,42.56,77.21,69.65,8.8,75.83,90.61,B,7.6,Yes,Yes,,High,5,6.4
S2188,John,Jones,student1188@university.com,Male,23,CS,58.13,93.38,76.59,,98.59,1.27,91.15,54.77,C,11.4,No,Yes,High School,Low,6,5.3
S2189,Liam,Williams,student1189@university.com,Male,24,Mathematics,61.5,74.7,71.4,93.02,99.49,7.35,55.51,85.06,C,8.9,Yes,Yes,,Low,9,5.5
S2190,John,Williams,student1190@university.com,Female,22,CS,53.83,97.04,87.01,98.49,70.53,9.18,67.95,66.56,C,21.6,No,Yes,,Low,4,7.1
S2191,John,Jones,student1191@university.com,Female,24,CS,96.0,48.89,41.73,56.46,57.44,4.23,65.94,56.48,B,12.4,No,Yes,Bachelor's,Medium,3,7.7
S2192,Ahmed,Davis,student1192@university.com,Female,19,CS,76.52,99.61,86.85,78.91,95.53,2.87,91.98,86.59,B,23.0,Yes,Yes,,High,4,8.0
S2193,Liam,Davis,student1193@university.com,Female,21,Engineering,69.84,78.66,71.25,,89.68,6.78,88.92,66.58,F,8.4,No,Yes,PhD,Medium,8,4.6
S2194,Sara,Smith,student1194@university.com,Female,19,Business,,74.05,62.23,76.67,75.56,2.46,70.01,86.51,C,10.2,No,Yes,Master's,Medium,7,7.7
S2195,Ahmed,Johnson,student1195@university.com,Female,19,CS,81.41,70.92,97.92,70.46,68.27,3.84,83.22,58.12,F,24.7,Yes,Yes,,Medium,7,8.7
S2196,Sara,Williams,student1196@university.com,Male,23,Mathematics,,41.42,49.61,82.76,72.41,8.97,69.72,99.3,C,20.9,Yes,Yes,Master's,Medium,1,6.9
S2197,John,Johnson,student1197@university.com,Female,20,Engineering,58.93,96.38,72.48,63.51,95.09,5.9,78.57,90.17,F,7.4,No,No,None,Medium,2,7.0
S2198,John,Davis,student1198@university.com,Male,18,CS,64.78,78.64,59.26,67.46,59.23,0.95,99.56,64.46,B,29.0,No,Yes,None,Low,3,8.8
S2199,Ahmed,Davis,student1199@university.com,Female,22,Engineering,98.79,45.5,71.65,99.61,90.34,3.3,76.78,87.03,A,24.1,No,Yes,None,Low,1,8.3
S2200,Ahmed,Brown,student1200@university.com,Male,21,Engineering,,41.26,73.14,81.82,50.91,6.27,99.43,56.79,B,18.8,No,Yes,,Low,9,6.8
S2201,Sara,Smith,student1201@university.com,Male,19,Business,51.13,43.05,45.37,93.65,96.03,4.81,87.36,82.67,C,13.6,No,Yes,High School,Medium,9,7.8
S2202,Maria,Brown,student1202@university.com,Female,22,Engineering,57.38,76.56,79.67,90.39,75.01,6.6,56.04,52.98,D,7.3,No,Yes,High School,Medium,5,4.9
S2203,Sara,Brown,student1203@university.com,Female,19,Engineering,51.32,76.84,78.07,82.61,61.34,7.61,89.8,66.67,D,14.0,No,Yes,Bachelor's,Medium,4,6.1
S2204,Ahmed,Brown,student1204@university.com,Male,23,CS,99.5,69.98,86.17,92.04,50.14,4.81,58.06,98.92,B,13.1,No,Yes,Master's,Low,3,7.6
S2205,Emma,Smith,student1205@university.com,Female,18,Engineering,63.94,58.41,45.44,64.36,77.98,9.87,76.62,56.05,A,7.0,No,Yes,None,Low,9,5.4
S2206,Ahmed,Smith,student1206@university.com,Female,23,Mathematics,96.18,71.9,57.84,81.86,62.22,9.15,80.66,79.87,A,24.6,No,No,,Medium,2,6.3
S2207,Emma,Jones,student1207@university.com,Male,22,CS,99.79,70.98,79.01,79.53,81.56,0.6,94.61,53.53,B,15.4,No,Yes,Master's,Low,8,4.9
S2208,Ali,Johnson,student1208@university.com,Male,21,Business,79.99,41.16,48.2,81.12,64.06,2.66,60.52,83.47,C,27.2,No,No,,Medium,7,8.5
S2209,Ahmed,Johnson,student1209@university.com,Male,19,Engineering,51.66,56.95,80.66,58.43,54.4,3.01,93.8,63.93,F,8.9,No,Yes,PhD,High,2,8.5
S2210,Ali,Jones,student1210@university.com,Female,18,CS,,43.19,43.54,63.86,75.25,1.84,96.72,65.5,C,12.9,Yes,Yes,None,Low,3,6.4
S2211,Maria,Jones,student1211@university.com,Female,23,Mathematics,74.08,94.01,60.1,64.33,78.22,3.12,54.47,66.89,D,12.0,Yes,Yes,None,Low,2,5.0
S2212,Sara,Davis,student1212@university.com,Female,22,Engineering,70.31,83.51,90.8,80.1,72.63,4.25,94.26,60.26,B,26.6,No,Yes,,High,3,7.4
S2213,Emma,Brown,student1213@university.com,Female,23,CS,80.31,99.77,86.46,98.63,72.9,0.52,62.96,97.08,D,17.7,No,Yes,High School,Low,4,5.1
S2214,Sara,Jones,student1214@university.com,Male,19,CS,71.94,58.13,78.69,97.7,79.48,1.27,54.05,95.29,C,8.5,No,Yes,None,High,5,5.1
S2215,Ali,Williams,student1215@university.com,Female,19,CS,,92.71,92.23,61.36,76.32,0.96,97.93,93.5,A,13.9,Yes,Yes,None,High,2,8.9
S2216,Emma,Johnson,student1216@university.com,Male,21,Business,76.74,76.18,82.56,65.24,56.63,0.46,69.61,55.32,D,28.6,No,No,High School,Medium,7,4.5
S2217,Sara,Jones,student1217@university.com,Female,18,Engineering,84.69,67.19,71.16,51.8,59.85,4.81,81.15,61.67,D,18.8,No,Yes,,Medium,4,5.9
S2218,Ahmed,Williams,student1218@university.com,Female,20,Mathematics,,53.35,98.78,69.94,57.09,3.34,77.64,80.61,C,5.9,No,Yes,,Low,1,6.8
S2219,John,Williams,student1219@university.com,Male,23,CS,,84.3,81.69,91.73,84.66,9.35,60.66,98.52,C,6.4,No,Yes,,Low,4,4.5
S2220,Ali,Williams,student1220@university.com,Female,19,CS,61.49,94.25,76.08,95.79,76.43,1.03,83.48,80.24,B,10.9,No,Yes,Master's,Medium,9,4.2
S2221,Sara,Davis,student1221@university.com,Female,22,CS,55.37,54.12,64.53,61.82,71.49,9.26,52.31,66.36,F,20.5,No,Yes,High School,Medium,5,6.7
S2222,Ali,Davis,student1222@university.com,Male,23,Engineering,56.98,50.52,94.14,63.29,89.92,0.87,60.15,90.87,D,11.1,No,Yes,High School,High,2,4.6
S2223,Omar,Williams,student1223@university.com,Female,21,Mathematics,75.63,81.77,57.74,61.04,66.29,6.19,97.23,56.77,D,26.3,No,Yes,Master's,Medium,6,5.3
S2224,Ali,Davis,student1224@university.com,Male,21,Engineering,66.06,98.62,40.55,67.51,78.41,2.48,97.68,94.09,F,20.7,No,Yes,High School,Medium,7,6.5
S2225,Emma,Brown,student1225@university.com,Male,19,CS,,85.0,51.8,90.24,53.72,8.27,74.13,98.73,B,12.5,No,Yes,PhD,Low,2,5.7
S2226,Omar,Williams,student1226@university.com,Male,19,Business,99.12,57.07,46.57,82.34,87.22,0.61,58.45,98.38,A,14.8,No,Yes,None,Medium,10,7.6
S2227,Liam,Brown,student1227@university.com,Male,19,Business,57.84,65.2,59.14,89.3,84.76,9.53,71.08,57.38,C,14.4,Yes,Yes,Bachelor's,Low,2,8.8
S2228,Emma,Brown,student1228@university.com,Female,24,CS,77.04,63.06,89.55,,90.12,0.47,93.85,77.48,F,12.9,No,Yes,,Medium,10,7.8
S2229,John,Williams,student1229@university.com,Female,20,Business,54.94,91.13,79.09,62.89,94.22,2.41,53.51,79.25,C,20.7,No,Yes,High School,High,3,9.0
S2230,Omar,Johnson,student1230@university.com,Female,19,CS,65.92,86.28,50.14,61.4,87.9,4.64,56.39,59.75,F,10.0,Yes,Yes,Bachelor's,Medium,10,5.9
S2231,Liam,Williams,student1231@university.com,Male,23,CS,,75.34,87.33,50.45,92.22,7.56,94.78,77.34,A,12.3,No,Yes,Master's,Low,4,5.5
S2232,Ahmed,Williams,student1232@university.com,Female,23,CS,97.33,56.5,70.25,89.05,67.28,9.51,70.77,82.33,A,7.1,No,Yes,None,Medium,5,5.1
S2233,Ali,Davis,student1233@university.com,Female,24,Engineering,69.56,96.28,70.76,92.36,67.17,4.28,54.17,66.45,F,14.4,Yes,Yes,Master's,High,3,8.4
S2234,Sara,Williams,student1234@university.com,Female,24,Engineering,53.25,79.2,61.73,88.41,97.22,7.57,56.96,65.78,D,6.6,No,No,Bachelor's,Medium,4,5.9
S2235,Maria,Johnson,student1235@university.com,Female,18,CS,69.41,98.23,91.88,53.72,95.73,7.27,94.12,53.01,C,5.4,No,Yes,None,Medium,7,7.6
S2236,Ali,Davis,student1236@university.com,Male,22,CS,,74.81,59.1,88.11,77.42,5.71,74.51,97.84,C,21.1,No,Yes,Master's,Medium,6,7.4
S2237,Liam,Smith,student1237@university.com,Male,19,Business,61.5,89.27,45.65,52.29,68.33,6.91,58.15,90.18,A,9.1,No,Yes,Bachelor's,High,2,4.3
S2238,Ali,Smith,student1238@university.com,Female,23,Mathematics,80.9,88.79,58.16,55.28,93.3,0.38,94.7,87.97,F,5.9,No,Yes,None,Low,7,8.4
S2239,John,Brown,student1239@university.com,Male,24,Business,53.37,60.24,82.92,72.02,66.17,4.42,92.26,51.09,D,6.7,No,Yes,High School,High,2,6.4
S2240,Ahmed,Brown,student1240@university.com,Female,23,CS,73.24,97.84,79.45,73.81,57.68,7.86,51.15,81.22,C,10.0,Yes,Yes,None,High,3,5.1
S2241,Maria,Johnson,student1241@university.com,Female,23,CS,80.47,41.32,51.28,90.81,81.97,4.74,79.05,59.03,B,23.0,No,Yes,Bachelor's,Medium,1,8.9
S2242,Omar,Jones,student1242@university.com,Female,24,CS,71.09,86.12,46.71,83.98,52.13,8.74,62.22,83.09,D,5.3,No,Yes,,Medium,6,7.8
S2243,Omar,Smith,student1243@university.com,Male,20,CS,50.96,97.93,79.65,,68.96,8.34,76.66,81.06,C,23.2,Yes,Yes,,High,10,7.1
S2244,Omar,Brown,student1244@university.com,Female,24,Engineering,,60.33,80.58,61.31,90.38,8.63,63.96,92.6,A,19.9,No,Yes,,High,4,8.9
S2245,Liam,Smith,student1245@university.com,Male,24,Engineering,68.36,78.89,61.97,64.28,64.76,1.3,65.79,62.77,C,17.8,Yes,Yes,Master's,High,9,7.8
S2246,Emma,Johnson,student1246@university.com,Male,22,Business,,73.73,90.57,56.18,96.57,2.44,80.09,51.37,D,27.7,Yes,Yes,High School,Medium,4,4.6
S2247,Emma,Johnson,student1247@university.com,Female,24,Engineering,66.28,85.69,98.69,,97.79,0.3,76.94,95.71,F,25.7,Yes,Yes,None,Low,10,9.0
S2248,Sara,Jones,student1248@university.com,Male,21,CS,73.75,91.97,52.34,86.43,90.79,9.83,69.76,95.43,B,15.5,Yes,Yes,Bachelor's,Low,6,7.0
S2249,Maria,Jones,student1249@university.com,Male,24,CS,69.42,76.18,74.62,62.07,99.38,2.36,55.38,72.79,C,5.2,No,Yes,High School,High,8,5.5
S2250,Omar,Davis,student1250@university.com,Female,23,Engineering,67.13,88.95,40.32,91.77,76.54,3.67,98.47,53.9,A,22.8,No,Yes,PhD,Medium,5,8.1
S2251,Emma,Johnson,student1251@university.com,Male,19,CS,51.09,58.74,82.78,73.48,78.46,2.75,58.73,74.9,F,6.2,Yes,Yes,PhD,Low,3,4.2
S2252,Liam,Brown,student1252@university.com,Male,23,CS,68.0,53.72,64.86,66.15,91.81,0.4,81.66,76.2,B,12.0,No,Yes,Bachelor's,Low,9,7.3
S2253,Sara,Smith,student1253@university.com,Female,22,CS,94.47,65.84,51.6,70.62,74.64,2.61,54.14,91.09,A,17.3,Yes,Yes,,Low,3,4.8
S2254,Ahmed,Williams,student1254@university.com,Female,21,CS,84.52,80.66,85.13,,70.34,0.98,84.42,85.86,A,7.5,Yes,Yes,High School,Low,9,4.4
S2255,Sara,Jones,student1255@university.com,Male,24,CS,57.27,51.23,88.64,75.84,80.74,3.94,54.74,53.54,D,22.0,No,Yes,High School,High,2,5.8
S2256,Emma,Williams,student1256@university.com,Female,20,Business,79.56,80.82,46.67,50.36,82.88,9.67,61.48,85.27,C,13.0,No,Yes,High School,High,8,5.8
S2257,John,Brown,student1257@university.com,Female,18,Business,94.61,63.65,42.46,96.12,87.54,6.98,82.35,56.79,A,14.0,No,Yes,Bachelor's,High,6,7.0
S2258,Liam,Jones,student1258@university.com,Male,24,CS,85.0,87.73,60.04,53.3,83.41,7.07,64.15,54.47,F,21.2,No,Yes,PhD,Low,9,6.8
S2259,John,Williams,student1259@university.com,Male,19,CS,57.43,42.21,77.56,96.93,87.29,4.53,76.64,69.93,D,15.0,No,Yes,PhD,Low,5,7.4
S2260,Omar,Brown,student1260@university.com,Female,18,Business,,80.08,87.61,,83.73,8.11,56.23,53.87,C,10.6,No,Yes,Master's,Low,4,4.9
S2261,John,Smith,student1261@university.com,Male,20,CS,65.08,78.99,72.76,,74.02,9.08,60.12,91.46,F,9.4,Yes,Yes,,Low,2,8.4
S2262,Omar,Brown,student1262@university.com,Female,22,CS,72.7,96.46,74.84,76.73,56.75,9.62,86.69,73.16,D,23.1,Yes,Yes,None,Low,1,8.3
S2263,Omar,Davis,student1263@university.com,Female,22,CS,76.31,82.8,87.99,75.29,89.27,0.99,51.76,79.35,C,23.8,Yes,Yes,PhD,High,4,5.1
S2264,Emma,Jones,student1264@university.com,Male,20,CS,,87.78,71.73,53.64,51.54,8.8,55.59,78.84,C,9.9,Yes,Yes,PhD,High,8,6.4
S2265,John,Johnson,student1265@university.com,Male,23,Business,96.58,94.28,76.67,61.94,99.63,2.25,60.75,98.91,A,13.0,No,Yes,High School,Low,10,6.4
S2266,Omar,Smith,student1266@university.com,Female,20,Business,96.48,80.5,70.97,88.88,91.42,3.97,51.01,95.79,B,28.9,Yes,Yes,,Low,9,8.6
S2267,Maria,Williams,student1267@university.com,Female,24,CS,50.4,57.41,92.83,,83.55,3.45,54.77,92.46,D,29.6,No,Yes,PhD,Low,1,8.5
S2268,Ahmed,Jones,student1268@university.com,Female,19,CS,96.09,92.19,54.13,76.46,98.33,6.75,64.07,69.16,A,19.6,No,Yes,Master's,Medium,2,4.3
S2269,Sara,Johnson,student1269@university.com,Female,21,CS,52.72,84.85,55.84,67.67,80.62,5.98,54.65,57.25,F,23.9,No,Yes,,Medium,3,8.8
S2270,Sara,Brown,student1270@university.com,Male,24,CS,63.29,65.47,47.68,53.0,52.82,1.09,93.31,79.59,B,23.7,Yes,Yes,PhD,Medium,8,4.3
S2271,Emma,Johnson,student1271@university.com,Female,24,Mathematics,75.75,82.63,89.17,84.11,77.97,7.83,53.3,72.02,C,14.9,No,Yes,None,High,9,6.7
S2272,John,Jones,student1272@university.com,Male,24,Engineering,74.0,92.06,64.71,63.92,63.86,4.4,93.05,61.28,F,6.2,No,Yes,,Low,3,5.6
S2273,John,Jones,student1273@university.com,Male,18,Engineering,80.24,98.54,60.87,52.75,68.47,0.02,91.14,54.88,F,23.5,No,Yes,,Low,4,6.0
S2274,Omar,Davis,student1274@university.com,Female,18,Business,73.97,97.14,98.88,83.29,72.98,4.15,55.04,71.8,A,8.4,No,No,,Low,8,7.1
S2275,Liam,Davis,student1275@university.com,Male,22,Business,96.72,59.52,95.61,74.29,88.73,5.16,51.26,82.54,A,12.3,No,Yes,PhD,Low,3,6.9
S2276,Ali,Johnson,student1276@university.com,Male,24,Business,62.03,65.3,98.32,,75.15,0.69,52.5,81.27,C,12.9,No,Yes,High School,Medium,6,4.8
S2277,Omar,Brown,student1277@university.com,Female,23,CS,63.7,46.57,48.54,55.55,73.73,1.51,79.52,88.7,D,13.7,No,Yes,Master's,Low,1,8.8
S2278,Ahmed,Johnson,student1278@university.com,Male,22,CS,96.04,54.85,93.48,84.96,65.1,9.94,83.52,73.33,A,16.6,No,Yes,High School,Medium,7,4.1
S2279,Maria,Jones,student1279@university.com,Male,19,Engineering,,92.95,59.72,53.18,76.99,8.71,81.03,66.08,F,17.5,No,Yes,Bachelor's,Medium,5,5.7
S2280,Sara,Jones,student1280@university.com,Female,20,CS,80.48,61.65,40.76,93.3,62.42,1.33,77.07,76.94,D,17.1,Yes,Yes,Bachelor's,Medium,4,8.0
S2281,Omar,Williams,student1281@university.com,Female,18,Mathematics,84.09,77.23,63.48,65.57,63.05,5.8,58.73,98.75,A,9.1,No,Yes,Master's,Low,8,8.3
S2282,Ali,Davis,student1282@university.com,Female,24,Engineering,75.28,79.96,70.55,54.43,87.86,3.79,92.05,52.25,D,21.2,No,Yes,High School,Medium,8,8.0
S2283,Ali,Williams,student1283@university.com,Female,19,Mathematics,84.71,86.91,46.49,,67.13,5.44,66.38,76.43,F,24.8,No,Yes,None,Low,7,5.9
S2284,Omar,Smith,student1284@university.com,Female,22,CS,58.64,50.97,72.26,76.22,52.57,4.71,99.31,66.46,C,16.5,No,Yes,,High,1,7.4
S2285,Emma,Jones,student1285@university.com,Female,22,Business,92.63,58.29,89.17,65.33,67.18,0.48,69.24,55.27,A,26.0,Yes,Yes,Master's,Medium,10,7.8
S2286,Sara,Williams,student1286@university.com,Female,18,CS,57.0,66.9,62.66,70.3,81.93,3.15,63.15,71.73,C,16.1,Yes,Yes,,Low,6,6.9
S2287,Emma,Johnson,student1287@university.com,Male,22,Mathematics,70.04,61.89,61.16,51.07,90.7,1.26,94.71,82.06,D,19.2,Yes,Yes,High School,Medium,3,7.4
S2288,Maria,Davis,student1288@university.com,Male,23,CS,53.76,98.97,60.33,,98.1,4.89,78.37,76.41,C,6.7,No,Yes,,Low,8,6.8
S2289,Ali,Davis,student1289@university.com,Female,22,Engineering,77.26,90.1,95.39,68.29,87.31,9.07,86.09,51.46,B,8.7,No,Yes,PhD,Low,10,4.3
S2290,Ali,Brown,student1290@university.com,Male,21,Business,83.49,68.78,42.93,85.7,71.44,9.96,70.42,78.96,A,24.2,Yes,Yes,,Low,3,5.4
S2291,Ahmed,Johnson,student1291@university.com,Male,20,Engineering,97.06,92.76,66.7,81.41,64.96,9.44,94.35,61.6,B,11.2,No,Yes,None,Low,8,7.5
S2292,Maria,Brown,student1292@university.com,Female,22,Engineering,86.97,60.86,55.88,82.56,56.48,9.86,95.89,67.07,A,7.3,No,Yes,None,High,5,5.2
S2293,Ali,Williams,student1293@university.com,Male,21,Mathematics,,87.15,93.63,89.64,81.38,0.15,71.84,65.61,D,19.2,Yes,Yes,,Medium,5,6.3
S2294,Maria,Smith,student1294@university.com,Female,19,Engineering,96.63,53.42,45.76,81.56,75.49,7.29,62.04,92.93,B,7.4,No,Yes,Master's,Low,8,6.7
S2295,Sara,Johnson,student1295@university.com,Male,22,Engineering,,86.34,64.69,70.94,83.89,2.73,82.38,52.38,C,22.1,No,Yes,PhD,Medium,3,7.4
S2296,John,Johnson,student1296@university.com,Female,23,CS,78.06,67.39,64.41,69.5,61.86,8.66,97.73,67.4,B,22.2,No,Yes,High School,Medium,4,5.3
S2297,Ali,Johnson,student1297@university.com,Male,19,Business,79.8,46.45,93.3,,66.18,8.14,81.12,69.74,B,16.3,No,Yes,Bachelor's,Low,1,7.0
S2298,Ahmed,Brown,student1298@university.com,Male,24,Engineering,70.5,56.4,52.93,88.97,64.6,4.24,97.71,80.94,C,22.1,No,Yes,,Medium,9,7.0
S2299,Sara,Williams,student1299@university.com,Male,22,Engineering,91.92,64.14,78.69,88.06,89.88,4.73,67.19,89.45,A,25.0,No,Yes,PhD,Medium,3,8.2
S2300,Omar,Johnson,student1300@university.com,Female,18,CS,59.26,84.96,48.06,62.31,58.56,2.65,95.75,86.38,F,9.9,No,Yes,PhD,Low,8,6.8
S2301,Maria,Johnson,student1301@university.com,Male,21,Engineering,77.74,44.38,97.24,93.13,80.42,2.89,55.63,87.63,C,21.2,No,Yes,PhD,Medium,1,5.5
S2302,Omar,Davis,student1302@university.com,Male,21,CS,86.11,79.57,75.58,79.45,52.57,9.81,67.94,59.62,A,22.3,No,Yes,PhD,High,1,6.6
S2303,Emma,Smith,student1303@university.com,Female,18,CS,95.2,82.96,77.58,73.93,77.48,8.89,74.72,95.59,A,9.9,Yes,Yes,Master's,Low,6,4.5
S2304,Sara,Davis,student1304@university.com,Female,20,Engineering,94.2,79.24,66.03,,53.2,1.92,82.66,70.71,A,23.2,No,Yes,None,Medium,6,7.0
S2305,Omar,Davis,student1305@university.com,Male,24,CS,75.44,85.64,60.54,69.14,58.79,2.76,64.71,50.56,D,23.0,No,Yes,None,High,7,8.6
S2306,Liam,Smith,student1306@university.com,Male,23,CS,,50.69,52.76,82.03,55.65,1.09,96.21,83.4,C,8.9,No,Yes,High School,High,1,6.6
S2307,Liam,Williams,student1307@university.com,Male,21,Engineering,69.71,75.23,76.24,54.49,67.34,9.89,95.17,80.2,C,12.9,Yes,Yes,High School,Medium,3,5.5
S2308,Ali,Davis,student1308@university.com,Male,19,CS,73.41,96.47,97.27,72.98,67.19,9.07,89.97,56.3,F,28.5,Yes,Yes,PhD,Medium,4,6.0
S2309,Maria,Williams,student1309@university.com,Female,23,CS,95.31,76.65,61.59,99.67,91.32,5.52,55.72,97.99,B,6.8,Yes,Yes,PhD,Medium,9,8.5
S2310,John,Davis,student1310@university.com,Male,21,CS,96.54,76.68,92.99,85.83,61.28,6.93,53.91,78.08,A,10.7,No,Yes,Bachelor's,High,8,8.1
S2311,Sara,Jones,student1311@university.com,Male,24,Engineering,94.77,84.19,48.93,77.34,54.32,7.48,74.91,73.46,A,19.5,No,Yes,None,Low,4,8.0
S2312,Ali,Smith,student1312@university.com,Female,20,Engineering,56.92,59.99,96.17,76.65,80.18,2.04,88.27,69.91,D,29.2,No,Yes,PhD,Medium,10,6.8
S2313,Ahmed,Davis,student1313@university.com,Male,24,Business,,82.03,61.03,,84.37,9.35,56.16,60.49,F,11.4,Yes,Yes,High School,Low,7,6.0
S2314,Emma,Jones,student1314@university.com,Male,19,CS,97.42,94.97,62.78,97.87,64.74,5.27,82.07,97.64,A,25.4,No,Yes,High School,Low,9,4.7
S2315,Maria,Brown,student1315@university.com,Male,24,CS,68.06,40.65,67.77,96.41,80.14,0.92,76.39,85.11,B,14.2,No,Yes,,Medium,10,8.9
S2316,Sara,Jones,student1316@university.com,Female,23,CS,75.93,92.21,83.09,84.12,88.8,3.97,86.3,78.38,C,13.8,No,Yes,Bachelor's,Medium,10,4.9
S2317,Liam,Johnson,student1317@university.com,Female,19,Engineering,88.95,53.12,83.18,54.95,67.38,6.02,71.77,81.56,A,29.9,No,Yes,PhD,Low,8,5.3
S2318,Sara,Davis,student1318@university.com,Male,18,Mathematics,78.1,67.36,68.78,60.39,76.27,3.53,84.66,92.02,F,25.4,No,Yes,PhD,Low,5,7.8
S2319,John,Jones,student1319@university.com,Male,22,CS,99.67,91.14,71.39,59.2,57.33,6.99,57.98,81.79,A,11.2,No,No,PhD,Low,9,5.8
S2320,Liam,Williams,student1320@university.com,Female,18,CS,72.79,89.43,41.8,75.98,51.18,8.82,60.73,55.73,C,9.6,No,Yes,,High,5,6.9
S2321,John,Brown,student1321@university.com,Male,23,CS,85.7,93.52,58.26,60.39,99.07,7.72,95.17,84.86,A,7.1,No,No,,Medium,3,7.8
S2322,Ahmed,Davis,student1322@university.com,Male,22,Engineering,89.63,96.43,60.76,,64.99,6.43,66.47,78.24,A,17.1,No,Yes,,Medium,6,6.8
S2323,Emma,Johnson,student1323@university.com,Female,18,Engineering,74.71,66.83,73.52,77.26,63.95,5.12,99.28,98.32,D,13.4,Yes,Yes,PhD,High,3,6.5
S2324,Ahmed,Jones,student1324@university.com,Female,22,Engineering,92.85,79.38,73.5,50.88,98.66,2.54,52.31,86.69,B,14.5,No,Yes,PhD,Medium,2,4.3
S2325,Ali,Brown,student1325@university.com,Female,21,Business,77.31,63.43,82.59,87.2,86.41,4.55,74.79,67.2,B,15.8,No,Yes,High School,High,7,6.4
S2326,Ali,Davis,student1326@university.com,Male,24,Engineering,70.58,61.04,83.02,59.44,79.26,2.93,66.25,56.77,F,29.8,No,Yes,PhD,High,3,6.3
S2327,Ahmed,Brown,student1327@university.com,Male,19,CS,55.39,65.9,54.11,91.24,84.97,9.34,99.8,74.11,C,5.1,No,Yes,,Low,5,8.4
S2328,Emma,Johnson,student1328@university.com,Male,22,CS,69.67,84.58,86.21,67.75,85.5,9.07,99.5,83.97,C,15.7,No,Yes,Bachelor's,Medium,9,6.2
S2329,Ahmed,Jones,student1329@university.com,Male,21,Engineering,86.7,70.09,41.18,66.93,88.17,1.56,61.76,58.86,A,6.6,No,No,High School,Medium,4,7.1
S2330,Emma,Brown,student1330@university.com,Female,24,Engineering,96.06,88.84,82.97,50.59,53.36,8.23,63.36,82.47,B,21.8,No,Yes,,Medium,9,7.9
S2331,Emma,Brown,student1331@university.com,Male,24,Engineering,62.58,84.71,46.12,99.39,70.64,7.03,87.48,91.28,B,6.3,No,Yes,Master's,Medium,6,6.3
S2332,Omar,Smith,student1332@university.com,Male,20,Engineering,67.76,41.23,83.78,80.6,64.76,9.75,94.48,57.85,F,24.2,No,Yes,High School,Low,3,5.3
S2333,Liam,Brown,student1333@university.com,Female,18,Engineering,,77.81,71.63,71.14,53.53,4.63,83.18,85.29,A,26.7,No,Yes,High School,High,1,8.5
S2334,Maria,Smith,student1334@university.com,Female,20,Business,84.54,66.19,66.24,54.83,70.63,7.22,93.24,53.41,A,29.3,Yes,Yes,Master's,Low,8,8.5
S2335,Emma,Jones,student1335@university.com,Male,23,Engineering,98.01,67.4,81.44,84.96,80.81,5.18,53.16,50.4,A,8.0,No,Yes,Master's,Medium,10,8.5
S2336,John,Davis,student1336@university.com,Female,21,Business,82.05,89.1,42.18,64.14,58.92,0.69,82.03,51.63,A,29.5,Yes,Yes,None,Low,4,5.4
S2337,Emma,Davis,student1337@university.com,Female,20,CS,80.85,72.86,53.41,99.41,65.25,0.47,85.01,81.58,D,15.3,No,Yes,High School,Medium,6,5.6
S2338,Emma,Jones,student1338@university.com,Male,20,Engineering,77.67,93.14,76.99,97.53,81.96,1.22,59.52,98.67,C,20.8,Yes,Yes,Bachelor's,High,2,8.6
S2339,Emma,Jones,student1339@university.com,Male,24,Mathematics,54.42,82.77,90.83,86.76,78.97,2.96,88.9,88.57,D,5.0,No,Yes,PhD,Medium,4,4.6
S2340,Omar,Williams,student1340@university.com,Male,21,CS,,73.17,62.87,98.55,93.44,2.59,97.21,62.72,C,14.3,No,Yes,Master's,Medium,8,7.3
S2341,Liam,Jones,student1341@university.com,Male,24,Business,80.1,85.27,55.53,55.28,89.56,7.28,94.9,53.58,C,13.8,No,Yes,None,Low,2,5.5
S2342,Omar,Brown,student1342@university.com,Female,19,Business,83.07,42.3,71.12,,98.28,7.16,62.25,80.83,C,17.6,No,Yes,Master's,Medium,6,7.6
S2343,Ali,Davis,student1343@university.com,Female,22,CS,94.94,41.63,77.34,62.66,79.86,9.71,66.2,50.16,A,8.3,No,Yes,,High,2,8.2
S2344,Omar,Johnson,student1344@university.com,Male,23,Engineering,89.2,45.0,65.21,53.6,84.92,3.1,74.98,89.63,A,22.3,No,Yes,PhD,High,8,6.0
S2345,John,Davis,student1345@university.com,Male,23,CS,89.05,66.25,92.6,98.61,93.03,9.38,57.92,62.16,A,19.9,No,Yes,PhD,Medium,3,4.8
S2346,John,Smith,student1346@university.com,Female,18,Mathematics,,54.13,71.41,53.0,92.0,6.13,97.7,64.96,D,10.3,Yes,Yes,Master's,Medium,9,7.7
S2347,Omar,Davis,student1347@university.com,Male,24,Business,99.5,99.06,42.15,92.83,85.94,4.95,58.08,67.2,A,29.6,Yes,Yes,PhD,Low,6,4.3
S2348,Liam,Williams,student1348@university.com,Male,22,CS,79.06,72.54,53.38,88.41,75.01,6.68,88.07,88.18,A,5.1,No,Yes,PhD,Medium,3,4.1
S2349,Ahmed,Jones,student1349@university.com,Male,18,CS,55.44,79.74,67.04,68.79,63.66,7.03,67.07,63.29,D,13.4,Yes,Yes,Bachelor's,Medium,2,8.4
S2350,Maria,Jones,student1350@university.com,Male,23,Engineering,,56.73,81.86,50.94,93.86,1.72,78.69,64.22,B,11.5,No,No,Master's,Low,8,8.1
S2351,Liam,Davis,student1351@university.com,Female,22,CS,89.38,59.31,53.19,50.3,88.83,7.52,52.36,77.05,B,19.0,No,Yes,,High,4,6.9
S2352,Omar,Johnson,student1352@university.com,Male,20,CS,51.39,60.13,98.58,60.2,91.9,7.25,60.25,73.15,C,27.2,Yes,Yes,,Medium,8,7.3
S2353,Emma,Johnson,student1353@university.com,Female,19,Engineering,52.84,81.92,59.11,74.69,57.04,9.98,72.22,97.78,D,21.4,Yes,Yes,,Medium,7,8.8
S2354,Sara,Williams,student1354@university.com,Male,20,CS,53.36,68.42,71.95,72.9,65.74,9.12,83.86,63.17,F,6.2,No,Yes,Bachelor's,Low,2,4.3
S2355,Maria,Smith,student1355@university.com,Male,19,CS,86.55,71.06,41.14,79.26,71.24,6.85,88.88,54.59,A,26.6,Yes,Yes,Master's,Low,7,5.1
S2356,Maria,Davis,student1356@university.com,Female,24,Business,,75.52,93.09,,91.92,7.12,51.51,77.05,C,11.6,Yes,Yes,PhD,Medium,4,7.6
S2357,John,Jones,student1357@university.com,Male,21,Mathematics,68.44,86.13,87.33,68.87,94.64,9.46,57.62,59.23,C,7.8,No,Yes,Bachelor's,Medium,6,5.3
S2358,Maria,Davis,student1358@university.com,Female,18,Business,55.28,45.42,51.73,,64.24,9.67,86.49,70.68,D,15.8,No,Yes,,Medium,8,5.0
S2359,Omar,Williams,student1359@university.com,Male,18,Business,,86.61,95.99,90.0,84.32,8.27,90.65,59.36,A,27.5,No,Yes,Master's,Low,9,6.2
S2360,Emma,Brown,student1360@university.com,Male,21,CS,66.05,73.79,58.95,66.63,53.89,7.67,61.83,94.05,C,5.9,No,Yes,Bachelor's,Medium,4,7.6
S2361,Emma,Brown,student1361@university.com,Male,22,CS,63.27,80.15,81.53,64.34,70.48,1.11,61.48,66.37,B,20.6,No,Yes,Bachelor's,Medium,3,5.1
S2362,Ali,Williams,student1362@university.com,Male,21,CS,82.62,59.65,89.14,88.22,74.33,8.3,54.4,88.74,F,13.3,No,Yes,Bachelor's,Medium,2,6.1
S2363,Emma,Jones,student1363@university.com,Male,24,Business,77.95,64.56,84.45,96.71,88.28,2.53,57.51,97.43,A,20.6,No,Yes,High School,Medium,4,6.6
S2364,Liam,Williams,student1364@university.com,Female,23,Mathematics,68.12,53.87,95.05,95.75,94.6,5.64,50.4,97.03,B,11.7,No,Yes,,Medium,2,4.9
S2365,Emma,Jones,student1365@university.com,Female,21,Business,82.07,98.76,91.86,56.87,66.86,4.05,79.49,76.24,F,29.2,No,Yes,Bachelor's,High,3,6.4
S2366,John,Johnson,student1366@university.com,Male,19,Business,,69.82,99.68,,76.39,3.46,95.19,99.16,F,7.8,No,Yes,High School,High,1,8.3
S2367,Emma,Williams,student1367@university.com,Male,23,Engineering,89.74,99.76,50.96,54.64,82.37,3.1,57.48,82.8,A,8.9,No,Yes,None,Medium,7,7.7
S2368,Ali,Jones,student1368@university.com,Female,21,CS,61.47,69.39,58.29,98.05,66.43,8.55,87.57,56.42,C,6.1,No,Yes,High School,Low,6,6.5
S2369,Sara,Williams,student1369@university.com,Female,18,Engineering,57.94,53.19,78.17,60.76,99.28,7.69,78.68,94.42,F,24.9,No,Yes,PhD,Low,1,4.6
S2370,Omar,Williams,student1370@university.com,Male,20,CS,89.12,70.45,83.98,59.87,93.79,5.23,97.0,73.43,A,7.3,No,Yes,None,Medium,9,4.1
S2371,John,Jones,student1371@university.com,Male,19,CS,85.39,42.38,72.08,94.44,64.82,6.64,89.91,57.63,B,11.9,Yes,Yes,Bachelor's,Low,6,4.3
S2372,Liam,Jones,student1372@university.com,Female,24,Engineering,59.13,94.29,44.44,98.39,75.4,9.85,92.64,89.57,C,10.1,No,Yes,Bachelor's,Medium,5,7.8
S2373,Sara,Smith,student1373@university.com,Male,19,Engineering,55.81,89.11,90.5,84.88,61.54,3.98,81.96,81.22,C,13.8,No,Yes,Bachelor's,Medium,1,7.5
S2374,John,Williams,student1374@university.com,Female,22,Engineering,91.92,83.55,97.65,56.05,75.73,5.51,90.57,94.11,A,24.1,Yes,Yes,,Medium,10,7.7
S2375,Ahmed,Brown,student1375@university.com,Male,20,Engineering,88.83,76.59,64.33,74.29,84.17,5.34,67.54,91.37,A,28.8,No,Yes,None,Low,5,5.5
S2376,Maria,Williams,student1376@university.com,Female,19,CS,66.36,74.79,53.49,90.83,54.28,9.36,60.45,66.01,A,27.0,Yes,No,,Low,2,4.4
S2377,Ahmed,Williams,student1377@university.com,Female,21,Engineering,,99.8,41.16,78.62,93.51,3.52,95.63,62.82,A,26.0,No,Yes,High School,High,7,7.6
S2378,Emma,Jones,student1378@university.com,Male,19,Engineering,56.21,56.68,54.24,56.63,79.69,9.86,86.72,86.69,F,15.4,No,Yes,Master's,Low,6,8.6
S2379,Sara,Williams,student1379@university.com,Female,19,CS,,86.78,82.0,58.59,99.48,3.05,54.54,78.67,D,25.0,No,Yes,High School,High,4,6.3
S2380,Emma,Davis,student1380@university.com,Male,19,Business,50.94,74.88,94.7,93.21,51.28,1.09,93.35,53.49,F,24.4,No,Yes,High School,Medium,3,7.8
S2381,Maria,Williams,student1381@university.com,Male,22,Engineering,69.58,98.55,45.61,76.35,91.57,1.91,67.45,59.08,F,11.2,No,Yes,,Low,5,7.6
S2382,John,Davis,student1382@university.com,Male,19,Engineering,53.74,89.67,73.2,85.29,89.6,4.26,64.91,57.57,F,11.6,Yes,Yes,,Low,3,8.3
S2383,Maria,Brown,student1383@university.com,Male,19,Business,73.76,99.91,81.73,68.65,56.64,6.5,81.17,79.49,A,17.5,No,No,High School,Medium,9,4.1
S2384,Ali,Jones,student1384@university.com,Female,22,Business,71.08,75.3,56.58,76.62,66.77,5.17,78.43,54.29,F,29.1,Yes,Yes,None,Low,6,8.8
S2385,Maria,Williams,student1385@university.com,Male,23,Business,,52.27,74.19,,94.24,3.76,76.91,60.39,C,7.7,Yes,Yes,,High,10,8.3
S2386,Ali,Davis,student1386@university.com,Male,20,CS,52.27,70.22,82.91,66.49,75.92,5.62,62.74,77.27,C,29.7,No,Yes,PhD,Medium,2,8.4
S2387,Maria,Davis,student1387@university.com,Male,24,CS,68.08,82.67,90.26,83.74,70.06,8.39,97.99,56.65,F,9.0,No,No,Master's,Medium,7,9.0
S2388,Omar,Davis,student1388@university.com,Male,23,CS,87.82,86.46,67.15,58.63,95.27,8.39,97.51,62.41,A,17.1,No,Yes,High School,High,8,7.2
S2389,Ali,Johnson,student1389@university.com,Female,18,CS,68.45,40.03,84.87,56.09,54.67,7.26,50.21,95.34,C,12.6,Yes,Yes,Bachelor's,Low,9,4.4
S2390,Sara,Smith,student1390@university.com,Male,22,Mathematics,85.76,70.3,58.11,,73.66,9.52,66.89,84.86,B,15.5,No,Yes,,High,4,8.1
S2391,Emma,Brown,student1391@university.com,Female,22,Engineering,68.47,54.11,52.78,92.21,82.62,5.9,52.28,65.34,D,28.9,Yes,Yes,,High,1,4.7
S2392,Liam,Williams,student1392@university.com,Female,19,CS,,92.49,51.24,83.42,80.43,0.08,92.51,93.87,D,20.8,No,Yes,Master's,Medium,8,7.7
S2393,Emma,Johnson,student1393@university.com,Female,19,CS,78.19,49.17,61.53,,63.21,2.91,94.33,62.51,A,12.4,No,Yes,,Low,10,6.1
S2394,Ahmed,Williams,student1394@university.com,Male,24,CS,97.53,79.99,42.15,62.03,78.17,3.28,75.91,79.45,A,20.7,No,Yes,High School,Medium,1,4.0
S2395,Emma,Williams,student1395@university.com,Male,18,Engineering,55.44,55.96,56.98,95.56,85.43,5.47,91.98,68.42,D,16.3,No,Yes,High School,High,5,6.2
S2396,John,Jones,student1396@university.com,Male,19,Business,51.65,61.39,79.13,64.44,79.24,9.05,85.17,87.61,D,28.6,No,Yes,,Low,2,8.0
S2397,Omar,Jones,student1397@university.com,Male,21,Business,80.4,96.43,78.88,90.94,84.22,8.38,74.98,68.58,B,13.8,Yes,Yes,High School,Low,8,4.4
S2398,Maria,Jones,student1398@university.com,Female,19,Mathematics,97.45,54.43,44.41,64.3,62.8,2.32,68.19,62.44,A,19.6,No,Yes,PhD,Medium,5,4.0
S2399,Ahmed,Johnson,student1399@university.com,Female,19,CS,99.49,45.7,57.24,96.97,91.64,5.19,63.31,80.39,B,26.2,No,No,High School,Medium,6,6.3
S2400,John,Williams,student1400@university.com,Male,21,CS,74.21,44.16,74.17,95.72,72.48,6.59,62.97,87.27,A,29.0,Yes,Yes,High School,Low,7,4.0
S2401,John,Smith,student1401@university.com,Male,18,CS,73.4,70.28,59.11,52.16,99.36,9.88,78.1,76.82,D,25.0,Yes,Yes,Bachelor's,High,4,8.7
S2402,Ali,Brown,student1402@university.com,Male,21,CS,82.25,78.5,65.08,88.52,51.16,0.31,58.34,85.81,B,28.4,No,Yes,Master's,High,5,8.1
S2403,Emma,Jones,student1403@university.com,Male,22,Mathematics,,59.64,82.77,,69.02,4.64,58.74,71.1,D,16.6,No,Yes,,Low,9,7.2
S2404,Sara,Jones,student1404@university.com,Male,21,Engineering,81.7,81.42,40.56,60.76,59.02,9.88,50.52,89.77,C,24.1,No,Yes,PhD,High,6,4.1
S2405,Liam,Williams,student1405@university.com,Male,20,Business,93.7,43.66,56.58,72.99,77.78,9.77,80.67,79.25,B,7.4,Yes,Yes,Master's,Low,8,6.8
S2406,Sara,Williams,student1406@university.com,Male,22,Engineering,87.32,91.44,48.54,78.82,62.16,3.31,99.72,59.81,A,19.8,No,Yes,,Low,4,7.4
S2407,Ahmed,Johnson,student1407@university.com,Female,19,CS,74.84,88.99,47.66,,86.87,0.0,94.46,94.54,B,5.3,No,Yes,Master's,Low,4,6.9
S2408,Omar,Johnson,student1408@university.com,Female,24,CS,73.09,99.13,97.54,78.77,94.09,5.87,85.28,91.84,F,11.5,Yes,Yes,,Medium,8,8.7
S2409,Sara,Jones,student1409@university.com,Female,22,Engineering,81.98,96.19,62.59,58.53,60.54,8.67,89.28,98.2,F,21.6,No,Yes,Bachelor's,High,3,8.2
S2410,Maria,Williams,student1410@university.com,Female,18,Business,72.79,61.37,71.63,51.12,58.03,3.24,70.84,78.45,A,9.3,No,Yes,Bachelor's,Low,5,5.8
S2411,Sara,Smith,student1411@university.com,Male,18,CS,72.89,63.96,84.03,78.56,93.77,9.34,64.9,83.79,B,10.0,No,Yes,None,Medium,3,7.5
S2412,Ahmed,Brown,student1412@university.com,Male,21,Business,50.82,84.76,42.85,75.87,68.06,3.33,68.43,93.18,F,6.5,No,No,PhD,Low,1,6.3
S2413,Liam,Williams,student1413@university.com,Male,22,Business,58.7,48.04,54.46,,71.73,6.1,54.07,52.63,D,23.7,No,Yes,High School,Low,3,8.6
S2414,Sara,Williams,student1414@university.com,Male,19,Engineering,74.43,58.84,89.93,82.49,61.05,7.22,81.69,95.61,B,16.2,No,Yes,High School,High,6,7.1
S2415,Maria,Davis,student1415@university.com,Male,18,Business,91.13,47.11,91.72,94.87,71.27,3.45,58.74,63.56,A,27.2,No,Yes,None,Medium,6,6.9
S2416,Ali,Johnson,student1416@university.com,Female,23,Engineering,63.94,67.29,62.38,72.97,61.57,3.52,88.14,52.85,A,14.1,No,Yes,PhD,Medium,7,6.5
S2417,Omar,Brown,student1417@university.com,Male,19,Engineering,76.13,73.12,62.49,50.42,83.3,4.7,59.5,61.88,A,15.9,Yes,Yes,,Medium,3,5.9
S2418,Ahmed,Jones,student1418@university.com,Female,23,Business,67.25,52.67,85.41,,74.94,8.35,61.41,79.32,F,17.4,No,Yes,,Low,9,4.7
S2419,Ali,Williams,student1419@university.com,Male,20,Mathematics,55.24,41.6,57.7,83.76,89.4,1.01,97.87,52.39,D,26.5,Yes,No,,Low,10,5.4
S2420,Ali,Jones,student1420@university.com,Female,23,CS,97.91,83.16,47.03,76.07,65.64,6.31,55.27,50.04,A,12.3,Yes,Yes,,Low,9,5.7
S2421,Ali,Williams,student1421@university.com,Male,18,Engineering,92.73,41.2,55.45,84.47,75.28,6.77,74.94,81.97,A,6.3,No,No,Master's,High,2,4.8
S2422,John,Jones,student1422@university.com,Female,21,CS,53.92,98.4,63.24,,62.98,5.58,53.13,72.67,C,20.7,No,Yes,,Medium,8,8.1
S2423,Omar,Brown,student1423@university.com,Male,20,CS,85.99,53.3,43.13,57.44,96.72,9.36,54.52,92.22,B,25.6,Yes,No,PhD,Medium,2,4.0
S2424,Liam,Johnson,student1424@university.com,Male,22,Engineering,67.38,79.83,68.72,83.23,76.1,6.02,81.68,62.88,F,18.9,Yes,Yes,None,Medium,2,8.6
S2425,Emma,Brown,student1425@university.com,Male,19,Mathematics,99.74,66.09,84.4,62.26,58.67,6.35,81.54,64.04,A,13.0,No,Yes,,High,6,4.6
S2426,Omar,Davis,student1426@university.com,Male,18,CS,65.12,43.58,70.82,72.82,63.64,6.0,59.66,53.88,D,20.8,No,Yes,None,Low,8,4.3
S2427,John,Smith,student1427@university.com,Female,20,CS,,68.33,44.31,74.58,54.15,7.22,93.62,76.93,F,29.8,No,Yes,,Low,1,9.0
S2428,Emma,Johnson,student1428@university.com,Male,20,CS,78.39,71.01,66.41,73.86,51.39,1.35,85.11,68.3,A,19.4,Yes,Yes,High School,Low,8,9.0
S2429,Omar,Brown,student1429@university.com,Female,18,Engineering,91.76,91.28,82.53,79.92,76.3,8.94,65.03,66.99,B,12.9,No,No,Master's,High,8,5.0
S2430,Ali,Davis,student1430@university.com,Male,22,CS,59.63,83.94,43.49,51.47,66.86,0.42,62.42,72.88,C,11.1,No,Yes,PhD,Medium,4,4.7
S2431,Ahmed,Smith,student1431@university.com,Female,22,CS,85.47,44.76,43.59,99.48,98.19,6.41,87.71,92.48,A,30.0,No,Yes,None,Medium,6,5.0
S2432,Emma,Davis,student1432@university.com,Male,21,Business,53.07,52.55,62.24,85.82,58.57,6.15,86.68,55.26,D,26.3,No,Yes,Master's,Low,2,6.6
S2433,Maria,Williams,student1433@university.com,Male,24,CS,95.95,58.71,51.7,71.27,89.7,2.08,57.44,76.18,A,12.0,No,Yes,PhD,Low,1,5.6
S2434,Maria,Williams,student1434@university.com,Female,23,Engineering,54.05,46.98,96.09,59.57,65.8,0.41,67.46,59.82,D,11.6,No,Yes,,Low,7,5.7
S2435,Sara,Jones,student1435@university.com,Male,22,Business,95.71,67.41,74.88,54.01,61.18,1.39,60.83,60.62,A,25.1,Yes,No,,High,7,8.0
S2436,Emma,Johnson,student1436@university.com,Male,21,CS,74.54,99.06,57.24,83.61,98.48,2.72,64.71,62.84,D,29.8,No,Yes,Master's,High,3,8.5
S2437,Ahmed,Williams,student1437@university.com,Female,23,Engineering,72.4,70.88,82.29,65.85,90.13,8.82,64.38,72.97,F,16.6,Yes,No,Bachelor's,Medium,3,8.8
S2438,Liam,Davis,student1438@university.com,Male,20,Engineering,98.67,84.51,62.5,61.47,81.53,8.56,98.8,74.72,A,10.7,No,Yes,Master's,Low,10,6.6
S2439,John,Johnson,student1439@university.com,Female,18,Engineering,99.52,80.98,47.93,69.0,84.86,0.64,87.51,93.58,A,10.8,No,Yes,Bachelor's,High,1,5.2
S2440,Ali,Williams,student1440@university.com,Male,22,Engineering,82.51,90.99,54.23,,99.57,2.89,89.0,94.61,A,24.9,No,Yes,PhD,Medium,1,6.8
S2441,Sara,Jones,student1441@university.com,Female,21,CS,56.36,52.94,78.56,,79.66,8.89,63.87,79.33,F,20.1,Yes,Yes,None,Low,2,8.4
S2442,Maria,Brown,student1442@university.com,Female,20,Business,75.31,85.23,43.11,82.26,55.1,2.37,50.03,64.07,B,20.8,No,Yes,,Low,10,4.2
S2443,John,Jones,student1443@university.com,Female,22,Business,76.46,92.88,56.36,,53.24,9.96,52.91,90.92,C,9.9,No,Yes,Master's,Medium,3,8.6
S2444,John,Smith,student1444@university.com,Female,19,CS,75.72,50.29,52.5,60.94,83.33,2.57,77.65,89.64,F,8.3,Yes,Yes,Master's,High,4,5.1
S2445,Ali,Williams,student1445@university.com,Male,24,CS,78.47,60.81,52.07,81.84,82.88,7.39,64.27,89.9,B,5.3,Yes,Yes,None,Medium,8,5.6
S2446,Liam,Smith,student1446@university.com,Male,20,CS,50.94,98.21,80.97,55.06,87.41,4.17,59.65,50.82,D,27.9,No,Yes,,Low,5,5.8
S2447,Liam,Smith,student1447@university.com,Female,22,CS,85.56,86.85,89.55,77.4,55.44,1.36,52.48,87.69,A,13.9,Yes,Yes,PhD,Low,2,8.6
S2448,Emma,Davis,student1448@university.com,Male,20,Engineering,85.62,56.96,82.95,79.2,97.25,2.55,93.79,92.64,B,23.9,No,No,PhD,Low,7,4.9
S2449,Maria,Johnson,student1449@university.com,Male,18,CS,55.77,73.84,78.74,60.81,77.56,6.75,80.01,80.25,C,27.1,No,Yes,PhD,High,8,5.1
S2450,Liam,Davis,student1450@university.com,Male,18,CS,78.51,64.26,94.99,69.58,82.48,3.37,55.37,87.56,C,20.0,Yes,Yes,PhD,Low,3,7.7
S2451,Ahmed,Williams,student1451@university.com,Female,24,Business,78.42,69.4,43.5,91.36,51.74,6.04,88.32,88.81,A,15.6,No,Yes,High School,Low,6,8.7
S2452,Liam,Smith,student1452@university.com,Male,18,CS,84.12,61.31,50.05,57.42,98.05,2.06,87.79,75.33,F,6.0,Yes,Yes,High School,Medium,10,4.5
S2453,John,Brown,student1453@university.com,Male,23,Business,54.27,56.76,64.86,,78.13,4.49,64.47,90.68,D,13.4,No,Yes,PhD,Low,8,6.6
S2454,Ali,Smith,student1454@university.com,Female,19,Business,81.33,80.49,62.35,96.64,78.17,5.12,59.42,89.61,C,13.0,Yes,No,Master's,Low,10,8.6
S2455,Ahmed,Brown,student1455@university.com,Male,18,CS,64.04,86.71,65.08,,97.18,4.13,90.7,95.81,D,19.2,No,Yes,,Medium,6,8.4
S2456,Emma,Davis,student1456@university.com,Female,19,Business,75.35,92.44,52.39,86.26,96.47,1.98,66.48,96.07,D,24.1,Yes,No,High School,Medium,10,8.7
S2457,Maria,Davis,student1457@university.com,Female,18,Business,88.67,49.32,48.97,91.34,61.01,4.62,92.37,76.49,B,22.8,No,Yes,High School,Low,6,8.5
S2458,Emma,Johnson,student1458@university.com,Female,23,CS,85.28,89.37,70.55,60.19,96.55,6.93,52.18,51.57,A,26.7,No,No,None,High,8,5.6
S2459,John,Smith,student1459@university.com,Male,20,CS,55.95,55.29,95.68,60.91,86.83,9.65,74.96,50.96,D,6.2,Yes,Yes,None,Medium,1,5.0
S2460,Ahmed,Jones,student1460@university.com,Male,22,Engineering,79.56,65.64,63.52,87.93,50.95,7.9,58.98,96.95,C,20.1,Yes,No,Master's,High,2,8.5
S2461,Ahmed,Davis,student1461@university.com,Female,22,Mathematics,98.46,94.09,42.6,87.67,61.99,1.61,83.6,66.87,A,9.7,No,Yes,,Medium,3,7.6
S2462,Ahmed,Davis,student1462@university.com,Female,18,Engineering,57.84,67.27,82.37,53.01,70.65,2.73,99.86,68.88,F,29.3,No,Yes,Bachelor's,Medium,7,5.9
S2463,John,Johnson,student1463@university.com,Female,22,CS,92.65,51.82,57.47,66.12,79.14,0.79,70.63,73.5,B,15.2,No,No,Bachelor's,High,1,7.6
S2464,John,Brown,student1464@university.com,Female,18,Engineering,85.13,49.59,54.71,69.93,85.07,1.36,55.02,63.29,A,20.6,No,Yes,None,Medium,4,5.5
S2465,Emma,Johnson,student1465@university.com,Female,18,Engineering,88.7,68.38,59.46,91.45,60.51,2.51,65.88,79.52,A,13.8,No,No,Bachelor's,Low,3,6.9
S2466,Sara,Smith,student1466@university.com,Female,24,Engineering,64.1,85.76,83.43,71.09,91.84,2.0,94.58,89.23,D,10.5,No,Yes,,Medium,8,5.2
S2467,Emma,Williams,student1467@university.com,Male,21,Business,64.39,99.83,89.13,96.3,92.29,2.14,88.29,62.87,A,22.2,No,No,PhD,Low,7,6.8
S2468,Maria,Williams,student1468@university.com,Female,21,Engineering,95.3,87.24,75.28,,81.75,2.31,61.61,87.15,A,28.5,No,Yes,PhD,Low,1,8.6
S2469,Ali,Brown,student1469@university.com,Female,24,Business,,92.62,59.35,89.04,96.05,3.01,97.68,83.6,F,6.5,Yes,Yes,Bachelor's,High,9,7.9
S2470,Ahmed,Davis,student1470@university.com,Female,21,Business,53.15,84.87,58.63,83.32,90.65,1.26,81.11,76.28,D,25.6,No,Yes,High School,Medium,4,7.3
S2471,Sara,Brown,student1471@university.com,Male,19,Engineering,80.03,93.73,47.46,69.59,61.08,2.78,58.4,66.27,F,13.5,Yes,Yes,,Low,7,5.2
S2472,Ali,Davis,student1472@university.com,Male,21,CS,56.24,44.58,96.0,,89.93,6.88,78.62,93.64,D,8.0,Yes,Yes,,Low,6,4.3
S2473,Sara,Davis,student1473@university.com,Male,18,Business,89.83,95.8,78.29,78.66,97.66,2.36,72.56,70.14,A,22.8,No,Yes,High School,Medium,3,7.6
S2474,Liam,Williams,student1474@university.com,Male,23,Mathematics,82.09,63.78,41.62,68.09,56.88,1.72,90.98,68.73,C,7.1,Yes,Yes,,Low,6,6.9
S2475,Liam,Brown,student1475@university.com,Female,23,CS,93.74,95.3,79.74,67.54,98.93,0.68,67.21,82.07,A,23.2,Yes,Yes,High School,Low,7,5.1
S2476,Omar,Johnson,student1476@university.com,Male,20,Engineering,89.24,44.54,66.83,84.39,51.25,5.0,93.75,96.02,B,15.9,No,No,PhD,Low,5,8.7
S2477,Liam,Davis,student1477@university.com,Female,21,CS,55.61,82.91,98.35,73.18,76.11,8.42,90.6,75.4,C,9.1,No,Yes,Bachelor's,Medium,10,6.8
S2478,Emma,Jones,student1478@university.com,Female,23,Business,,84.14,89.14,87.6,88.69,0.59,83.73,86.13,F,8.9,No,Yes,None,Medium,4,6.9
S2479,Liam,Jones,student1479@university.com,Female,21,Business,,99.81,50.28,69.91,89.52,5.42,62.93,72.84,D,23.7,No,Yes,None,Low,6,5.5
S2480,John,Johnson,student1480@university.com,Female,20,CS,70.87,86.13,83.21,57.54,86.73,6.51,98.52,60.94,B,25.7,Yes,Yes,None,High,10,8.4
S2481,Ahmed,Jones,student1481@university.com,Female,23,Business,98.62,62.95,69.13,73.07,76.47,5.92,77.43,56.2,A,22.1,Yes,Yes,Master's,High,8,8.5
S2482,Emma,Smith,student1482@university.com,Female,18,CS,86.79,73.43,51.22,97.55,82.55,8.78,95.38,56.82,B,23.0,Yes,No,Bachelor's,Medium,7,7.6
S2483,Ali,Davis,student1483@university.com,Male,19,Business,50.77,61.99,81.92,90.08,85.0,8.66,60.79,51.07,D,26.2,Yes,Yes,,Low,3,4.5
S2484,Omar,Johnson,student1484@university.com,Male,24,Engineering,94.0,51.76,72.84,60.29,74.73,0.57,99.17,77.65,B,15.7,Yes,Yes,Bachelor's,Medium,2,4.4
S2485,Omar,Brown,student1485@university.com,Male,24,CS,55.04,54.91,41.82,69.57,79.78,3.61,90.8,56.56,D,9.2,No,Yes,None,Medium,10,6.3
S2486,Omar,Davis,student1486@university.com,Male,24,CS,57.03,53.32,78.8,96.39,92.32,6.71,97.46,93.28,F,14.4,No,Yes,PhD,Low,5,4.7
S2487,Ali,Johnson,student1487@university.com,Male,21,CS,86.72,72.93,78.1,56.18,65.64,9.52,60.62,99.14,A,29.5,No,Yes,Bachelor's,Medium,9,5.7
S2488,Ali,Williams,student1488@university.com,Female,23,Engineering,93.25,94.37,48.65,62.7,76.16,8.05,71.53,74.79,A,16.2,No,Yes,High School,Medium,10,4.9
S2489,Ali,Brown,student1489@university.com,Male,23,Engineering,76.82,94.76,60.94,63.11,50.42,1.77,54.88,72.48,D,28.1,No,Yes,Bachelor's,High,5,5.6
S2490,Ali,Williams,student1490@university.com,Male,20,CS,,43.29,75.15,78.55,84.37,2.79,56.85,67.4,A,22.6,Yes,Yes,High School,Low,10,8.7
S2491,Omar,Davis,student1491@university.com,Male,18,CS,67.57,44.79,48.33,70.54,59.77,7.64,64.2,81.9,C,23.4,Yes,Yes,None,Low,1,7.8
S2492,Omar,Brown,student1492@university.com,Female,22,CS,67.14,54.71,91.16,53.99,74.05,4.71,97.58,80.4,F,9.8,No,No,High School,Low,9,4.7
S2493,Sara,Jones,student1493@university.com,Female,23,Business,66.33,55.3,41.65,81.46,60.51,5.47,83.36,67.17,A,14.2,No,Yes,Master's,High,2,7.3
S2494,Emma,Johnson,student1494@university.com,Female,19,Business,,45.69,46.17,54.95,51.18,6.09,65.73,67.16,A,23.3,Yes,Yes,PhD,Low,2,4.2
S2495,Ahmed,Davis,student1495@university.com,Male,20,CS,80.44,63.31,46.97,80.32,74.16,1.03,97.73,82.24,B,21.4,No,Yes,High School,Medium,6,8.9
S2496,Liam,Smith,student1496@university.com,Male,23,Engineering,95.02,75.26,71.69,75.35,71.24,8.56,86.99,77.73,A,26.6,No,Yes,PhD,High,3,6.7
S2497,Liam,Brown,student1497@university.com,Male,23,CS,65.35,74.69,77.21,74.68,71.26,8.63,95.35,85.93,F,10.2,No,Yes,,High,5,6.5
S2498,John,Brown,student1498@university.com,Male,20,Mathematics,59.33,72.61,64.22,53.37,60.44,4.68,96.36,97.07,D,23.7,Yes,Yes,,Medium,5,5.2
S2499,Omar,Davis,student1499@university.com,Male,20,Mathematics,91.93,60.32,57.32,81.96,97.36,6.27,87.54,88.98,B,6.0,Yes,Yes,Bachelor's,High,3,6.3
S2500,John,Davis,student1500@university.com,Female,21,Engineering,87.09,82.39,88.56,71.57,50.18,6.6,62.16,65.22,A,12.5,No,Yes,High School,Medium,8,6.6
S2501,Emma,Williams,student1501@university.com,Male,23,Mathematics,96.54,89.59,44.1,70.56,94.58,1.9,99.83,87.96,B,20.8,Yes,Yes,,High,3,7.3
S2502,Emma,Jones,student1502@university.com,Female,22,Business,58.28,60.78,56.82,79.82,86.85,1.13,66.25,72.5,C,29.5,No,Yes,High School,Low,6,4.2
S2503,John,Williams,student1503@university.com,Male,19,Business,57.21,45.13,42.35,80.31,58.6,0.21,83.59,88.88,D,29.7,No,Yes,Master's,Medium,10,5.7
S2504,Omar,Williams,student1504@university.com,Female,18,Engineering,,57.78,40.83,50.75,73.61,9.13,92.24,94.33,F,16.0,No,No,PhD,Medium,5,5.9
S2505,John,Jones,student1505@university.com,Female,18,CS,80.72,48.24,61.2,56.26,99.44,3.46,58.76,62.5,F,24.1,No,Yes,High School,Medium,7,4.7
S2506,Liam,Smith,student1506@university.com,Female,22,CS,74.01,68.04,51.69,61.83,82.18,0.86,80.45,61.93,B,20.0,Yes,Yes,None,Medium,6,5.2
S2507,Sara,Williams,student1507@university.com,Female,20,CS,79.95,49.36,56.1,83.9,56.37,4.66,68.76,71.63,A,22.7,No,Yes,None,Low,9,5.2
S2508,Liam,Williams,student1508@university.com,Male,20,Engineering,59.02,67.77,89.26,78.84,72.88,0.76,62.21,52.58,C,23.3,Yes,Yes,Bachelor's,Low,2,8.1
S2509,Maria,Brown,student1509@university.com,Male,20,CS,73.98,53.26,49.78,87.88,73.41,0.85,50.59,84.28,F,18.7,No,Yes,PhD,Medium,10,7.4
S2510,Omar,Jones,student1510@university.com,Male,23,CS,82.9,84.32,86.81,87.03,90.11,4.89,93.6,87.49,F,25.3,Yes,Yes,,Low,6,8.6
S2511,Omar,Johnson,student1511@university.com,Female,20,Engineering,71.64,41.65,80.5,92.66,95.81,5.09,56.79,67.27,A,19.6,No,Yes,PhD,Low,10,5.5
S2512,Ahmed,Smith,student1512@university.com,Male,20,CS,,73.28,59.59,68.84,54.11,5.8,93.91,73.26,B,7.5,No,Yes,PhD,High,10,8.4
S2513,Ali,Smith,student1513@university.com,Male,23,Engineering,72.56,50.17,72.79,67.25,65.7,6.56,80.03,79.52,F,29.7,No,Yes,High School,Low,5,8.3
S2514,Maria,Jones,student1514@university.com,Male,23,Mathematics,,40.06,66.67,91.55,64.92,6.68,81.05,53.68,D,12.6,No,Yes,Bachelor's,Low,9,6.2
S2515,Emma,Davis,student1515@university.com,Male,22,Business,65.18,92.15,47.7,61.88,99.8,4.33,91.43,85.56,B,29.1,No,Yes,Bachelor's,Low,2,7.1
S2516,Omar,Davis,student1516@university.com,Female,21,Engineering,,80.29,94.43,73.06,77.96,6.44,75.47,76.34,A,12.3,Yes,Yes,Bachelor's,Medium,8,7.0
S2517,John,Brown,student1517@university.com,Female,23,Engineering,,45.94,74.18,59.72,93.99,3.05,67.86,81.21,C,26.3,Yes,Yes,None,High,7,5.5
S2518,Maria,Brown,student1518@university.com,Male,19,Engineering,83.43,79.84,92.81,95.69,71.3,4.41,56.94,86.19,F,22.2,No,Yes,,Low,1,5.3
S2519,Ahmed,Jones,student1519@university.com,Male,20,CS,92.26,76.7,89.43,70.39,86.14,3.93,78.52,83.78,A,13.9,No,No,,Medium,3,4.8
S2520,Emma,Brown,student1520@university.com,Male,21,Business,67.73,68.4,44.79,,64.33,3.29,77.66,54.77,C,28.5,Yes,Yes,Bachelor's,Low,4,8.2
S2521,Ali,Smith,student1521@university.com,Female,18,CS,52.3,65.16,52.44,,95.59,2.39,64.69,89.13,C,19.6,No,Yes,PhD,Medium,8,6.7
S2522,Ali,Smith,student1522@university.com,Female,22,CS,99.34,93.22,48.72,62.23,72.76,0.78,80.0,80.5,A,25.7,No,Yes,PhD,Medium,2,5.7
S2523,Ahmed,Johnson,student1523@university.com,Female,21,Business,63.18,54.71,89.85,97.18,90.19,5.06,71.97,85.74,F,24.9,No,Yes,High School,Medium,8,6.5
S2524,Ahmed,Davis,student1524@university.com,Male,23,CS,56.33,63.9,91.75,68.38,62.79,5.37,90.28,63.08,D,6.2,No,Yes,,High,2,4.4
S2525,John,Jones,student1525@university.com,Female,20,CS,68.49,59.75,71.68,83.23,84.68,3.36,77.97,61.07,D,11.7,No,Yes,Bachelor's,High,3,4.5
S2526,Omar,Williams,student1526@university.com,Female,20,CS,86.93,86.27,46.25,,70.26,9.76,96.68,91.3,A,16.8,No,Yes,Master's,High,8,7.8
S2527,Ali,Davis,student1527@university.com,Female,20,CS,64.7,94.99,48.14,90.36,51.57,5.57,75.9,69.52,F,28.3,No,Yes,,Medium,9,8.5
S2528,Emma,Williams,student1528@university.com,Female,21,CS,78.74,90.99,88.81,94.85,70.65,8.89,94.37,78.77,F,6.6,No,Yes,High School,Medium,5,5.6
S2529,Maria,Johnson,student1529@university.com,Female,20,CS,,87.86,95.75,,77.5,5.7,76.03,77.58,A,9.6,No,Yes,Bachelor's,Low,4,6.0
S2530,Emma,Johnson,student1530@university.com,Male,23,Engineering,55.89,99.21,51.97,92.42,57.59,1.9,77.9,79.26,C,20.6,No,Yes,,Low,3,5.9
S2531,Sara,Brown,student1531@university.com,Male,21,Business,66.51,81.83,40.67,55.09,59.2,9.75,68.34,53.48,A,21.3,No,Yes,,Medium,3,6.4
S2532,Sara,Johnson,student1532@university.com,Male,20,CS,,85.06,59.86,96.2,73.24,8.85,70.01,65.12,C,9.1,No,Yes,High School,Medium,9,6.1
S2533,Ahmed,Johnson,student1533@university.com,Male,18,Business,,98.97,41.83,81.22,67.14,4.71,96.66,53.32,D,28.7,Yes,No,High School,Low,4,5.9
S2534,John,Williams,student1534@university.com,Female,18,CS,55.99,40.42,89.68,93.46,72.04,2.43,61.16,74.01,F,9.4,Yes,No,Master's,Low,2,7.3
S2535,Sara,Brown,student1535@university.com,Male,19,CS,58.17,78.04,69.49,84.22,73.04,2.23,56.07,95.1,D,9.6,No,Yes,High School,Medium,4,5.4
S2536,Ali,Johnson,student1536@university.com,Male,20,CS,82.04,84.34,78.51,60.09,57.0,8.06,91.51,69.46,B,20.9,No,Yes,,Low,3,8.7
S2537,Emma,Davis,student1537@university.com,Male,20,Engineering,90.67,95.07,64.69,,59.06,0.69,78.85,89.12,B,15.5,No,Yes,,Medium,5,5.5
S2538,Emma,Johnson,student1538@university.com,Female,21,Engineering,,93.03,60.73,54.55,92.41,6.38,64.23,64.36,A,5.7,Yes,Yes,Master's,Medium,4,5.1
S2539,Ahmed,Brown,student1539@university.com,Male,21,Engineering,79.77,90.52,53.33,84.79,58.14,6.4,71.62,92.81,A,28.0,No,Yes,,High,2,8.9
S2540,Omar,Jones,student1540@university.com,Female,24,Business,58.53,96.75,86.23,70.45,83.3,1.82,76.25,70.98,F,6.9,Yes,Yes,Bachelor's,Medium,10,5.1
S2541,Omar,Brown,student1541@university.com,Female,20,Engineering,65.57,72.24,81.73,57.59,70.93,7.05,79.61,67.76,F,8.9,Yes,Yes,None,Low,1,6.7
S2542,Maria,Williams,student1542@university.com,Female,19,Engineering,51.01,40.42,61.64,98.96,98.41,7.05,91.05,84.87,F,27.4,No,Yes,,Low,1,5.6
S2543,Ahmed,Jones,student1543@university.com,Male,20,Mathematics,88.41,40.66,59.27,,53.31,3.5,69.72,75.64,A,11.9,No,Yes,Bachelor's,Low,1,4.4
S2544,Liam,Davis,student1544@university.com,Female,23,CS,70.05,72.68,40.07,94.68,91.52,4.83,83.83,66.87,B,25.4,Yes,Yes,Master's,Low,3,8.8
S2545,Maria,Smith,student1545@university.com,Male,21,CS,90.81,66.12,43.81,89.44,74.57,8.33,91.74,52.9,A,9.3,Yes,Yes,None,Medium,2,5.9
S2546,Liam,Brown,student1546@university.com,Male,20,Business,85.42,67.07,77.4,84.6,50.27,5.23,92.19,58.33,A,6.2,No,Yes,PhD,Medium,4,7.2
S2547,Omar,Williams,student1547@university.com,Male,21,Engineering,91.44,64.02,70.88,82.75,63.18,6.18,62.71,88.62,A,10.9,Yes,Yes,None,Medium,3,8.3
S2548,Ahmed,Davis,student1548@university.com,Female,20,CS,64.28,95.06,66.09,55.3,70.38,4.13,67.51,96.04,C,23.6,Yes,Yes,PhD,Medium,7,6.8
S2549,Liam,Jones,student1549@university.com,Female,22,CS,59.26,61.55,89.65,95.03,65.71,1.5,79.75,58.44,D,21.6,No,Yes,,Medium,8,7.6
S2550,Ahmed,Davis,student1550@university.com,Male,21,Engineering,98.6,91.37,70.23,94.06,68.12,9.98,94.29,78.47,B,12.8,No,Yes,Bachelor's,High,5,7.9
S2551,Ahmed,Brown,student1551@university.com,Female,19,Engineering,85.87,94.17,63.07,87.39,95.83,5.32,89.52,51.71,A,20.8,No,No,Master's,High,6,5.9
S2552,Omar,Johnson,student1552@university.com,Female,22,CS,,69.97,49.68,96.37,68.05,3.36,79.2,64.54,B,21.6,No,Yes,PhD,Low,7,7.1
S2553,Maria,Brown,student1553@university.com,Female,23,Mathematics,50.66,66.82,89.24,77.65,70.94,7.14,99.19,72.44,F,19.1,No,No,Master's,Medium,9,5.0
S2554,Maria,Smith,student1554@university.com,Male,20,Business,67.72,85.66,74.57,72.38,88.06,6.21,71.95,86.79,A,28.4,No,Yes,None,Low,1,4.3
S2555,Ahmed,Brown,student1555@university.com,Female,24,Engineering,87.14,82.48,45.55,98.4,89.69,2.33,92.12,52.21,A,24.8,Yes,Yes,,Medium,2,8.9
S2556,Sara,Jones,student1556@university.com,Female,23,Engineering,53.9,59.71,78.93,73.21,54.2,8.77,90.92,89.06,C,25.4,No,Yes,None,Low,1,4.5
S2557,John,Jones,student1557@university.com,Male,21,Business,78.37,46.15,65.5,82.07,85.2,0.71,95.4,60.13,A,15.6,No,Yes,PhD,Medium,9,6.1
S2558,Omar,Brown,student1558@university.com,Female,22,CS,71.45,55.89,88.68,68.65,74.13,6.06,99.38,87.98,B,22.1,No,Yes,Bachelor's,Low,2,4.3
S2559,John,Jones,student1559@university.com,Male,23,CS,50.88,47.86,95.13,81.82,56.69,4.78,74.78,81.27,C,9.6,No,No,PhD,Low,2,8.6
S2560,John,Johnson,student1560@university.com,Female,19,Engineering,61.8,57.68,76.03,86.0,63.24,3.18,59.78,66.98,D,12.4,No,Yes,PhD,Low,5,4.5
S2561,Maria,Davis,student1561@university.com,Female,24,Business,64.24,55.71,83.9,81.23,52.25,8.26,73.04,86.19,F,17.6,No,Yes,None,High,9,7.9
S2562,Maria,Brown,student1562@university.com,Female,21,CS,55.59,78.26,43.4,75.73,68.01,6.56,92.69,61.82,D,25.4,No,Yes,PhD,Low,3,7.6
S2563,Sara,Johnson,student1563@university.com,Female,22,Mathematics,81.58,97.27,73.62,65.01,62.77,7.59,91.81,60.99,D,13.4,No,Yes,Bachelor's,High,10,4.2
S2564,John,Davis,student1564@university.com,Female,23,Engineering,62.12,81.14,85.32,82.19,69.11,4.15,66.8,53.09,B,16.0,No,Yes,,High,8,7.6
S2565,John,Davis,student1565@university.com,Female,22,CS,63.88,95.6,69.81,95.42,79.02,9.42,52.37,69.65,D,28.9,No,Yes,None,Low,10,8.8
S2566,Ahmed,Johnson,student1566@university.com,Male,22,CS,,87.05,75.61,50.35,86.62,3.45,75.49,54.89,A,12.1,No,Yes,PhD,Medium,1,6.6
S2567,Maria,Williams,student1567@university.com,Female,23,CS,73.36,83.67,93.94,56.7,80.27,5.31,73.71,70.98,D,20.5,No,Yes,,High,10,5.4
S2568,John,Brown,student1568@university.com,Female,18,Business,69.61,64.84,51.89,55.99,83.92,9.34,54.29,50.49,C,7.5,Yes,Yes,,Medium,2,6.7
S2569,Emma,Davis,student1569@university.com,Female,20,Mathematics,86.19,59.49,45.89,96.16,93.28,0.83,89.74,57.75,B,15.3,No,Yes,,Low,8,4.6
S2570,Sara,Davis,student1570@university.com,Male,21,Engineering,95.48,90.78,81.44,83.14,93.69,1.09,64.18,96.62,A,13.3,Yes,Yes,,High,1,8.8
S2571,Liam,Jones,student1571@university.com,Male,21,Mathematics,51.25,94.32,89.37,97.59,93.04,9.94,82.29,89.78,D,5.3,No,Yes,Bachelor's,Low,9,5.8
S2572,Emma,Davis,student1572@university.com,Male,24,Business,72.41,67.11,91.03,,57.66,9.71,55.07,61.81,D,19.6,Yes,Yes,High School,Low,4,6.3
S2573,Emma,Johnson,student1573@university.com,Female,24,Engineering,80.54,40.54,78.5,73.09,62.55,7.72,93.04,85.91,A,13.3,No,Yes,Bachelor's,Low,3,6.0
S2574,Liam,Davis,student1574@university.com,Female,24,Engineering,65.93,87.55,89.99,89.62,75.12,4.84,86.96,83.42,D,11.3,No,Yes,None,Medium,3,4.1
S2575,Omar,Williams,student1575@university.com,Male,21,Engineering,88.62,57.1,82.04,58.05,67.94,5.06,69.42,58.85,A,27.3,Yes,Yes,,Low,1,4.2
S2576,Omar,Brown,student1576@university.com,Male,22,Engineering,98.57,40.59,45.24,69.07,56.58,2.57,81.47,68.55,A,10.7,No,Yes,None,High,8,6.8
S2577,Sara,Brown,student1577@university.com,Male,24,CS,97.17,88.3,85.72,,64.39,4.33,59.37,95.69,B,15.1,Yes,Yes,,Low,4,6.5
S2578,Emma,Davis,student1578@university.com,Female,23,Engineering,63.3,71.04,50.76,64.92,98.77,4.31,99.27,86.94,C,28.7,No,Yes,Bachelor's,Low,1,8.9
S2579,John,Smith,student1579@university.com,Male,20,CS,61.32,81.11,54.2,68.56,67.35,0.36,89.81,88.02,F,7.0,No,No,PhD,High,5,5.3
S2580,Maria,Smith,student1580@university.com,Female,19,Business,97.87,94.88,63.68,53.91,70.95,4.53,89.45,78.19,A,28.5,Yes,Yes,Bachelor's,High,10,5.8
S2581,Sara,Johnson,student1581@university.com,Female,21,Business,72.93,72.47,58.87,59.9,50.32,4.8,57.67,83.28,D,14.8,Yes,Yes,Bachelor's,Medium,8,8.9
S2582,Ahmed,Smith,student1582@university.com,Female,23,CS,,70.19,59.3,66.77,85.97,6.66,50.89,75.44,C,24.8,Yes,Yes,Bachelor's,Medium,8,4.2
S2583,Liam,Johnson,student1583@university.com,Male,20,CS,85.35,57.44,50.16,89.79,70.68,5.16,79.27,87.04,A,13.9,No,Yes,Master's,Medium,10,7.2
S2584,Emma,Jones,student1584@university.com,Female,20,Engineering,,58.31,57.63,,55.16,8.62,57.21,86.64,B,15.4,No,Yes,PhD,Medium,3,4.5
S2585,Sara,Johnson,student1585@university.com,Male,18,Engineering,63.36,87.79,41.18,67.33,98.43,3.68,89.02,51.55,C,15.9,No,Yes,High School,Medium,4,8.7
S2586,Ali,Smith,student1586@university.com,Male,23,CS,93.96,66.94,68.37,53.25,88.87,4.1,70.8,81.59,A,28.7,No,Yes,,High,10,5.4
S2587,Ali,Davis,student1587@university.com,Male,21,Engineering,58.12,49.81,86.12,77.86,86.31,5.71,66.93,81.49,D,18.8,No,Yes,Bachelor's,High,4,8.1
S2588,Omar,Jones,student1588@university.com,Male,24,CS,,45.67,91.73,80.56,97.89,2.03,53.68,53.37,A,10.4,No,Yes,,High,3,8.6
S2589,Liam,Smith,student1589@university.com,Female,22,CS,63.46,68.38,89.23,93.28,70.37,3.93,99.8,70.52,F,20.3,No,Yes,High School,Low,6,8.2
S2590,Maria,Johnson,student1590@university.com,Female,24,CS,80.35,67.9,64.99,90.96,85.93,6.86,97.8,94.94,C,27.2,No,Yes,High School,Low,3,6.8
S2591,John,Williams,student1591@university.com,Female,20,CS,56.15,79.21,83.83,64.27,60.31,4.12,56.58,97.67,D,10.4,No,Yes,Master's,Low,6,8.9
S2592,Maria,Brown,student1592@university.com,Female,20,Business,73.58,68.26,57.27,56.85,84.86,9.07,66.64,89.11,F,13.4,No,Yes,None,High,5,7.4
S2593,Maria,Smith,student1593@university.com,Male,19,Mathematics,81.37,48.61,43.33,57.8,50.7,6.15,69.54,57.57,F,19.3,No,Yes,Bachelor's,Low,2,7.9
S2594,Maria,Johnson,student1594@university.com,Male,24,Engineering,92.44,70.47,80.56,98.45,56.32,1.54,64.84,68.74,A,29.7,No,Yes,Bachelor's,Low,8,5.2
S2595,Liam,Jones,student1595@university.com,Male,18,Engineering,61.49,94.41,78.93,,71.26,4.87,96.72,59.13,F,16.6,No,Yes,PhD,High,7,6.1
S2596,Maria,Smith,student1596@university.com,Male,20,CS,90.87,49.57,88.1,52.13,50.6,7.65,86.07,82.61,B,19.6,No,No,High School,Low,7,7.0
S2597,Ahmed,Smith,student1597@university.com,Female,20,Engineering,61.75,81.39,76.97,56.84,73.1,6.43,97.8,88.66,B,8.4,Yes,Yes,Master's,Low,6,4.7
S2598,Liam,Brown,student1598@university.com,Male,22,CS,83.84,75.63,49.41,74.29,76.14,8.85,93.73,94.19,C,24.0,No,Yes,High School,High,9,8.8
S2599,Ahmed,Johnson,student1599@university.com,Female,22,Engineering,71.53,84.92,91.19,60.39,81.08,7.5,87.73,93.03,A,10.5,No,No,PhD,Low,4,4.5
S2600,Liam,Williams,student1600@university.com,Male,19,Mathematics,55.73,49.04,77.64,90.18,55.02,0.62,84.85,54.96,C,13.2,No,Yes,None,High,5,7.7
S2601,Omar,Jones,student1601@university.com,Male,23,CS,85.71,96.5,88.46,78.66,59.05,1.13,93.31,56.28,B,22.7,Yes,Yes,Bachelor's,Low,9,4.3
S2602,Sara,Johnson,student1602@university.com,Male,19,Business,,77.26,86.45,80.63,80.66,6.5,84.21,95.48,A,22.8,No,Yes,High School,Low,3,4.5
S2603,Ali,Jones,student1603@university.com,Male,19,CS,58.83,90.82,57.87,73.14,82.91,2.38,59.44,92.19,D,13.0,No,No,Bachelor's,Low,3,7.1
S2604,Maria,Smith,student1604@university.com,Female,22,CS,67.92,54.8,44.47,62.8,51.3,5.88,82.41,73.02,D,26.3,No,Yes,PhD,High,8,6.3
S2605,Omar,Brown,student1605@university.com,Female,24,CS,82.66,84.36,50.59,79.47,77.02,7.92,75.75,71.5,B,24.9,No,Yes,None,Medium,10,4.0
S2606,Sara,Brown,student1606@university.com,Female,24,CS,61.7,86.86,45.57,85.85,89.25,5.77,99.09,77.64,A,20.4,No,Yes,Master's,Low,6,6.0
S2607,Ali,Davis,student1607@university.com,Female,24,CS,59.18,63.85,54.6,,53.46,4.15,75.5,79.83,F,9.5,No,Yes,,Medium,2,5.3
S2608,Emma,Williams,student1608@university.com,Male,23,CS,,63.04,67.57,75.25,70.66,6.46,51.92,62.71,A,27.6,No,Yes,Master's,Low,3,8.4
S2609,John,Brown,student1609@university.com,Male,22,Engineering,73.58,79.47,94.41,91.98,66.33,1.44,63.21,70.19,A,18.2,No,Yes,High School,Medium,8,7.5
S2610,Ahmed,Smith,student1610@university.com,Female,18,CS,71.43,45.6,92.32,57.43,95.68,7.23,95.87,80.98,B,14.4,No,Yes,None,Low,5,7.7
S2611,Emma,Williams,student1611@university.com,Female,21,Engineering,61.69,84.14,83.12,77.26,59.29,6.97,98.12,60.31,D,28.2,No,Yes,High School,High,2,8.8
S2612,Liam,Johnson,student1612@university.com,Male,21,Mathematics,52.68,42.57,41.45,67.42,65.92,5.14,86.42,99.94,D,29.3,Yes,Yes,None,Medium,3,7.5
S2613,Ali,Brown,student1613@university.com,Male,18,Engineering,71.46,51.44,60.48,85.14,94.92,2.79,52.84,64.15,C,22.9,No,No,High School,High,2,4.8
S2614,Emma,Williams,student1614@university.com,Female,24,CS,89.41,79.85,80.94,50.94,66.53,7.98,51.18,77.62,A,24.8,Yes,Yes,PhD,Medium,5,8.7
S2615,John,Smith,student1615@university.com,Female,21,CS,85.76,45.9,47.74,83.52,76.57,5.11,73.98,77.71,A,11.2,No,Yes,PhD,Medium,5,4.6
S2616,Omar,Davis,student1616@university.com,Female,23,Business,93.04,98.31,88.07,55.14,51.65,0.59,99.98,72.57,B,11.5,No,Yes,,Medium,9,5.0
S2617,Ali,Jones,student1617@university.com,Male,22,Engineering,50.48,92.1,94.87,53.24,99.25,9.19,93.46,62.08,C,19.2,No,Yes,None,Medium,6,5.4
S2618,Emma,Jones,student1618@university.com,Female,21,Engineering,98.32,77.58,61.25,86.23,91.25,7.68,96.66,78.27,A,29.6,No,Yes,None,Low,2,4.9
S2619,Ahmed,Smith,student1619@university.com,Female,23,CS,67.07,89.14,82.35,82.02,81.72,5.85,81.18,54.55,C,23.6,No,Yes,Master's,Medium,1,4.1
S2620,Ahmed,Smith,student1620@university.com,Female,22,Engineering,99.52,93.25,48.89,94.75,53.04,4.37,92.96,69.35,A,23.6,No,No,High School,Medium,7,6.3
S2621,Sara,Jones,student1621@university.com,Female,23,CS,62.63,55.57,81.45,75.98,53.74,9.6,65.98,61.21,A,11.4,No,Yes,,Medium,7,7.4
S2622,Emma,Davis,student1622@university.com,Female,18,Mathematics,,90.96,41.29,76.5,77.25,7.75,51.37,56.21,F,15.5,No,Yes,Master's,Low,10,6.1
S2623,Maria,Williams,student1623@university.com,Male,19,Business,67.7,51.69,49.05,85.35,64.25,5.35,95.91,96.27,D,13.6,No,Yes,Master's,Low,6,5.2
S2624,Emma,Jones,student1624@university.com,Female,18,CS,67.79,64.8,82.59,66.17,81.14,6.53,60.92,85.0,B,12.6,No,Yes,None,Medium,2,8.4
S2625,Omar,Smith,student1625@university.com,Male,21,Engineering,92.11,73.5,82.71,51.85,79.91,2.81,86.42,58.44,A,23.3,No,Yes,Bachelor's,Low,8,5.9
S2626,Ali,Brown,student1626@university.com,Female,22,CS,,82.83,78.47,61.5,91.93,1.96,82.95,97.47,B,7.5,No,Yes,High School,Low,4,8.2
S2627,Ali,Johnson,student1627@university.com,Female,23,Engineering,99.61,41.81,68.64,61.9,64.07,2.73,57.91,60.8,A,9.1,No,Yes,Bachelor's,Low,7,4.9
S2628,Omar,Davis,student1628@university.com,Female,21,Business,80.68,57.43,80.49,66.78,78.89,2.93,59.79,61.78,B,15.3,Yes,Yes,Bachelor's,Low,8,5.7
S2629,Emma,Davis,student1629@university.com,Male,21,Engineering,73.16,76.51,86.43,97.17,88.87,7.4,66.45,56.66,C,12.6,No,Yes,High School,Low,7,8.0
S2630,Omar,Brown,student1630@university.com,Male,19,CS,,61.44,97.99,90.24,74.54,1.4,87.85,86.39,B,27.6,No,Yes,PhD,High,3,4.2
S2631,John,Brown,student1631@university.com,Male,24,CS,99.83,86.5,93.32,96.8,91.53,7.78,51.96,78.54,A,10.0,Yes,Yes,None,Low,8,8.6
S2632,Liam,Smith,student1632@university.com,Female,21,Business,77.58,79.1,87.67,99.93,56.56,5.23,70.35,52.91,F,11.2,No,Yes,Master's,Medium,4,6.0
S2633,Omar,Jones,student1633@university.com,Female,19,Engineering,85.02,54.06,81.69,71.69,86.69,3.85,83.26,51.26,A,9.5,No,Yes,None,High,8,8.9
S2634,Ahmed,Williams,student1634@university.com,Male,22,Engineering,70.34,48.76,74.45,61.35,97.15,3.0,58.57,76.63,F,26.5,Yes,Yes,Bachelor's,High,5,7.5
S2635,Omar,Davis,student1635@university.com,Male,22,CS,77.39,77.74,47.24,78.0,66.59,5.13,55.97,82.58,B,10.1,Yes,No,PhD,Medium,9,8.7
S2636,Ali,Davis,student1636@university.com,Female,23,CS,97.13,67.03,49.93,94.06,68.32,3.18,69.51,91.14,B,13.8,Yes,Yes,PhD,High,3,4.3
S2637,Ahmed,Brown,student1637@university.com,Male,24,Mathematics,58.32,50.14,89.22,,54.18,4.29,64.33,73.91,D,21.7,Yes,Yes,None,Medium,2,7.6
S2638,Ali,Jones,student1638@university.com,Female,19,Engineering,64.62,59.58,88.2,75.27,82.07,7.39,82.45,83.83,A,6.9,Yes,Yes,Bachelor's,Medium,4,8.4
S2639,Sara,Davis,student1639@university.com,Male,18,Engineering,57.6,58.18,76.87,56.72,77.62,6.26,98.48,86.68,C,25.4,Yes,Yes,,High,2,8.9
S2640,Maria,Williams,student1640@university.com,Male,22,Engineering,89.61,46.49,66.33,71.02,52.02,7.48,50.22,80.65,A,22.7,No,Yes,Master's,Low,2,4.2
S2641,Ali,Brown,student1641@university.com,Male,24,Business,53.1,72.81,41.56,,87.61,7.13,95.12,67.61,F,11.5,No,Yes,,Low,1,4.4
S2642,Ahmed,Williams,student1642@university.com,Female,23,CS,54.08,85.82,59.63,67.58,91.46,8.15,71.66,56.59,D,14.8,Yes,Yes,Master's,Medium,8,7.7
S2643,Sara,Jones,student1643@university.com,Female,18,CS,64.92,74.53,65.24,94.36,95.36,2.02,83.2,82.38,D,20.5,Yes,Yes,Bachelor's,Low,1,4.2
S2644,Ali,Davis,student1644@university.com,Male,22,Engineering,75.71,89.58,69.15,52.97,77.29,9.95,92.55,88.43,B,28.7,No,No,None,Low,8,4.1
S2645,John,Johnson,student1645@university.com,Female,22,Engineering,,47.65,95.76,98.61,72.63,4.76,78.67,59.49,D,20.7,Yes,Yes,Bachelor's,High,9,6.7
S2646,Omar,Davis,student1646@university.com,Female,23,Business,,66.14,46.52,,93.81,7.18,54.87,74.74,A,11.3,Yes,Yes,PhD,Low,6,6.6
S2647,Maria,Jones,student1647@university.com,Female,23,Business,97.87,76.56,71.13,97.28,69.93,6.78,57.03,69.86,A,17.1,Yes,Yes,None,Low,7,7.1
S2648,Ali,Davis,student1648@university.com,Female,20,CS,97.64,80.56,62.08,77.4,82.77,5.66,89.46,60.29,A,16.2,Yes,Yes,Master's,High,6,4.1
S2649,Sara,Davis,student1649@university.com,Male,21,CS,63.97,81.75,99.41,85.12,80.77,9.96,61.45,62.27,A,18.3,No,Yes,,Low,1,6.5
S2650,John,Smith,student1650@university.com,Female,21,Mathematics,86.58,83.74,91.71,59.36,68.61,2.17,78.45,61.88,A,18.0,Yes,Yes,None,High,1,5.4
S2651,Emma,Davis,student1651@university.com,Female,18,Engineering,78.93,79.09,66.33,82.71,54.34,4.22,71.4,70.95,B,14.1,No,Yes,None,Medium,1,7.8
S2652,Sara,Davis,student1652@university.com,Male,21,Engineering,61.87,45.65,99.98,94.1,51.07,1.28,65.18,69.52,D,26.8,No,Yes,Master's,High,3,5.7
S2653,Omar,Williams,student1653@university.com,Female,18,Engineering,63.11,81.72,70.84,56.97,71.41,1.82,89.35,77.71,B,13.3,No,Yes,Bachelor's,High,7,5.8
S2654,Sara,Johnson,student1654@university.com,Female,24,Engineering,74.56,83.49,50.03,56.35,74.06,7.13,86.56,54.66,B,18.2,No,Yes,,Medium,8,7.3
S2655,John,Williams,student1655@university.com,Female,22,CS,70.96,99.61,73.35,65.2,91.13,0.05,82.31,79.06,D,11.5,Yes,Yes,Bachelor's,High,1,7.3
S2656,Sara,Williams,student1656@university.com,Male,20,Business,64.56,81.6,53.57,58.09,70.72,8.9,68.63,51.09,B,15.9,No,Yes,PhD,Medium,6,4.3
S2657,John,Brown,student1657@university.com,Male,20,Business,90.38,81.21,78.18,,64.06,6.33,61.32,62.87,A,22.0,No,Yes,None,Medium,8,7.1
S2658,Ali,Smith,student1658@university.com,Female,22,Engineering,74.07,70.89,96.25,83.92,73.1,4.41,75.79,75.11,A,23.9,Yes,No,High School,Medium,5,7.3
S2659,Liam,Williams,student1659@university.com,Female,23,Engineering,82.74,92.08,87.17,60.69,61.9,3.31,90.86,84.35,C,25.2,Yes,Yes,High School,Low,2,6.3
S2660,John,Jones,student1660@university.com,Male,19,CS,59.46,99.81,56.39,83.35,54.57,1.26,78.78,88.56,D,23.4,No,Yes,,High,4,8.1
S2661,John,Jones,student1661@university.com,Male,19,CS,76.68,86.74,57.81,93.1,55.65,9.22,98.51,51.78,F,16.7,No,No,None,Low,4,4.0
S2662,Maria,Davis,student1662@university.com,Male,21,CS,65.9,76.75,44.16,82.6,65.96,7.12,50.77,76.87,F,5.9,Yes,No,,Low,4,8.8
S2663,John,Brown,student1663@university.com,Female,23,CS,76.32,44.74,57.15,55.97,50.63,3.36,99.92,67.72,D,18.1,No,Yes,None,Medium,8,5.9
S2664,John,Smith,student1664@university.com,Female,18,Mathematics,,83.6,45.56,78.68,61.01,0.71,84.57,84.75,D,6.4,Yes,Yes,Master's,Low,6,7.0
S2665,Emma,Smith,student1665@university.com,Male,24,Business,88.45,82.51,69.97,69.68,89.38,3.26,91.63,64.19,B,29.2,No,Yes,High School,Medium,9,4.2
S2666,Liam,Davis,student1666@university.com,Female,20,Engineering,67.71,86.53,82.5,67.17,61.73,1.85,66.75,87.19,A,14.4,No,Yes,PhD,Medium,10,7.5
S2667,Ali,Jones,student1667@university.com,Female,21,Engineering,84.71,47.47,85.07,65.93,55.54,7.86,75.42,80.11,C,17.6,No,Yes,High School,Medium,1,6.7
S2668,Omar,Johnson,student1668@university.com,Female,22,CS,97.06,79.22,43.57,96.47,97.45,7.2,89.85,89.48,B,8.2,Yes,No,,Low,1,8.8
S2669,Maria,Brown,student1669@university.com,Female,23,Mathematics,,57.74,60.4,87.13,81.12,4.98,88.03,99.22,F,29.9,No,Yes,,High,2,6.1
S2670,Emma,Davis,student1670@university.com,Female,20,CS,57.42,85.62,57.29,,53.0,8.86,66.7,95.43,D,17.3,No,Yes,High School,Medium,5,7.6
S2671,Ahmed,Brown,student1671@university.com,Female,18,CS,83.99,54.42,46.26,,53.11,1.81,66.22,79.66,A,12.5,No,Yes,PhD,Low,6,4.4
S2672,Liam,Jones,student1672@university.com,Female,18,Engineering,55.25,81.04,61.75,65.91,80.61,4.52,83.14,94.69,F,9.8,Yes,Yes,None,Low,3,4.3
S2673,Ali,Jones,student1673@university.com,Male,19,Business,93.61,57.7,57.96,98.9,77.01,7.11,96.68,57.65,A,21.2,No,Yes,Master's,Medium,1,8.7
S2674,Ali,Johnson,student1674@university.com,Male,21,Business,75.83,40.54,78.07,98.9,53.42,0.68,71.94,52.15,A,15.9,No,Yes,High School,Medium,7,5.3
S2675,Ahmed,Johnson,student1675@university.com,Male,22,CS,69.26,78.0,93.0,65.98,61.22,3.73,67.65,76.66,F,12.9,Yes,No,,High,1,8.6
S2676,Omar,Smith,student1676@university.com,Male,20,Business,52.85,46.8,67.29,67.61,96.45,5.72,94.73,98.72,F,5.2,No,Yes,High School,Low,7,4.4
S2677,John,Brown,student1677@university.com,Male,24,CS,69.04,79.56,84.8,79.97,78.6,3.67,84.15,85.49,F,5.9,Yes,Yes,,High,9,7.2
S2678,Emma,Brown,student1678@university.com,Male,18,CS,,95.54,48.76,73.97,72.02,4.8,69.41,65.26,A,22.3,Yes,Yes,Bachelor's,Medium,1,6.8
S2679,Sara,Jones,student1679@university.com,Male,20,Business,51.05,98.15,93.7,60.66,62.51,6.08,52.86,83.44,C,17.0,Yes,Yes,Bachelor's,Medium,8,8.8
S2680,Maria,Smith,student1680@university.com,Male,22,Business,73.73,54.16,49.16,83.02,56.68,3.68,86.07,52.0,F,26.2,Yes,Yes,Master's,High,10,6.0
S2681,Sara,Davis,student1681@university.com,Male,20,Engineering,96.56,88.56,51.53,66.71,70.13,1.06,67.64,73.53,A,23.8,Yes,Yes,PhD,High,9,4.2
S2682,Ahmed,Brown,student1682@university.com,Female,21,Engineering,69.74,61.21,46.39,82.69,96.12,1.39,53.53,61.86,A,19.3,No,Yes,,Medium,8,6.4
S2683,Ali,Smith,student1683@university.com,Female,19,Business,71.41,94.03,58.58,69.18,52.44,5.27,80.61,52.46,C,19.0,No,No,Bachelor's,Low,1,8.1
S2684,Omar,Smith,student1684@university.com,Male,20,Business,78.93,87.25,73.14,85.01,99.55,1.75,66.15,62.5,F,23.6,No,No,None,Low,4,4.3
S2685,Ali,Jones,student1685@university.com,Female,23,Business,73.15,44.44,99.28,83.39,60.39,8.9,66.92,86.12,C,23.5,No,No,None,Medium,10,4.2
S2686,Maria,Smith,student1686@university.com,Female,19,Engineering,58.43,64.43,87.6,75.44,70.44,8.34,73.96,77.56,F,13.4,No,Yes,Master's,Low,4,8.1
S2687,Ali,Johnson,student1687@university.com,Male,22,Mathematics,50.93,60.24,62.83,85.24,52.25,3.49,85.87,51.17,C,7.6,Yes,Yes,Master's,Medium,1,8.1
S2688,Ali,Johnson,student1688@university.com,Male,19,Mathematics,80.49,87.11,74.55,73.05,79.24,8.31,63.82,70.49,F,24.3,No,Yes,Master's,Medium,7,5.0
S2689,Maria,Williams,student1689@university.com,Male,20,CS,96.04,64.62,77.4,55.81,74.18,5.33,54.05,87.61,A,10.6,No,Yes,,Medium,7,7.3
S2690,Emma,Jones,student1690@university.com,Female,20,Business,55.32,81.08,89.36,59.11,83.34,1.59,71.22,97.73,C,24.8,No,Yes,Bachelor's,Medium,10,4.3
S2691,Emma,Davis,student1691@university.com,Female,23,Engineering,60.55,76.15,84.19,62.3,77.13,6.14,52.75,93.72,B,20.5,No,Yes,Master's,Low,9,7.8
S2692,Maria,Williams,student1692@university.com,Male,18,CS,68.51,98.54,74.16,53.16,69.91,6.79,84.86,50.08,B,13.9,No,Yes,None,Low,8,5.5
S2693,Omar,Johnson,student1693@university.com,Female,23,Engineering,90.44,96.27,80.15,85.57,86.89,0.84,97.96,60.94,A,26.3,No,Yes,,Medium,3,5.2
S2694,Ahmed,Williams,student1694@university.com,Female,20,CS,63.46,65.66,84.76,68.37,51.25,3.14,82.94,60.39,C,22.3,Yes,Yes,None,Medium,2,7.4
S2695,Liam,Jones,student1695@university.com,Female,24,Engineering,94.1,83.41,47.99,54.68,77.05,0.05,63.77,70.65,A,18.6,No,Yes,Master's,Low,10,8.6
S2696,Ali,Jones,student1696@university.com,Male,19,Business,52.75,89.77,52.03,91.0,55.69,3.16,59.09,82.29,F,12.5,No,Yes,,Low,3,4.2
S2697,Omar,Smith,student1697@university.com,Female,23,CS,97.05,93.93,81.32,84.18,71.8,3.35,61.64,57.65,B,29.7,No,Yes,PhD,Low,8,4.7
S2698,Ali,Brown,student1698@university.com,Female,23,Engineering,78.04,44.09,91.03,72.61,89.56,6.3,61.08,95.78,F,26.0,Yes,Yes,,Medium,6,5.3
S2699,Liam,Smith,student1699@university.com,Female,24,Mathematics,82.94,58.12,64.56,62.37,57.12,1.99,65.69,88.86,F,8.4,No,Yes,High School,Medium,3,8.6
S2700,Ahmed,Jones,student1700@university.com,Female,24,Engineering,68.38,59.21,98.79,57.59,96.79,0.3,54.87,70.97,A,25.2,No,Yes,Master's,Low,2,8.4
S2701,Emma,Johnson,student1701@university.com,Female,24,CS,,66.07,52.96,72.92,94.43,3.16,94.79,79.2,D,8.0,No,Yes,Master's,Medium,1,8.5
S2702,Omar,Davis,student1702@university.com,Female,18,Engineering,58.33,50.16,65.0,94.26,70.75,8.26,94.26,77.09,C,11.2,Yes,Yes,High School,Medium,8,5.9
S2703,John,Johnson,student1703@university.com,Female,20,Engineering,52.45,69.77,62.71,59.42,50.3,3.99,80.76,79.11,D,28.9,No,Yes,Bachelor's,Medium,3,5.2
S2704,John,Smith,student1704@university.com,Male,20,Engineering,69.78,79.79,95.82,78.43,89.49,4.15,53.1,93.01,A,26.7,Yes,Yes,High School,High,3,5.0
S2705,Liam,Davis,student1705@university.com,Male,22,Business,92.68,69.84,57.12,98.08,94.04,4.69,90.2,60.01,B,20.2,No,Yes,Bachelor's,Low,5,8.4
S2706,John,Jones,student1706@university.com,Female,18,Engineering,87.75,79.95,68.25,81.86,58.74,7.52,53.09,84.19,A,22.5,No,Yes,None,Low,5,5.2
S2707,Emma,Johnson,student1707@university.com,Male,22,Business,75.86,43.99,51.23,72.0,95.81,4.8,55.32,55.35,F,7.2,Yes,Yes,Master's,Medium,9,6.7
S2708,Liam,Jones,student1708@university.com,Female,22,Engineering,78.61,92.56,71.28,85.82,95.7,0.91,66.26,72.96,F,13.3,No,Yes,Bachelor's,High,5,5.7
S2709,Emma,Davis,student1709@university.com,Female,22,CS,56.49,96.34,91.44,91.23,73.56,2.06,71.57,81.79,D,13.1,No,Yes,High School,Medium,7,6.5
S2710,Ahmed,Davis,student1710@university.com,Female,21,Engineering,92.03,77.07,58.24,,89.9,1.88,67.69,50.63,A,5.8,Yes,Yes,None,Low,7,5.7
S2711,Ali,Johnson,student1711@university.com,Male,22,Business,89.35,92.88,88.65,93.59,72.25,5.08,58.26,55.4,A,22.6,Yes,Yes,High School,High,7,5.5
S2712,Ahmed,Jones,student1712@university.com,Female,23,Engineering,82.82,47.89,94.68,75.73,78.2,0.3,55.61,54.56,C,12.7,Yes,Yes,None,Medium,5,6.1
S2713,Ahmed,Williams,student1713@university.com,Female,19,CS,73.31,87.85,44.38,91.5,65.99,2.84,92.97,68.73,F,20.8,No,Yes,PhD,Medium,3,5.7
S2714,Emma,Jones,student1714@university.com,Male,23,CS,98.22,47.15,85.39,97.6,57.97,6.07,68.16,81.1,B,5.7,No,Yes,,Medium,7,8.2
S2715,Liam,Davis,student1715@university.com,Male,23,CS,93.95,64.48,55.32,75.06,87.33,3.55,60.93,99.8,B,5.0,No,Yes,Bachelor's,Low,8,6.9
S2716,Liam,Jones,student1716@university.com,Female,20,CS,,59.43,50.52,80.25,50.07,7.08,74.35,62.7,D,9.3,Yes,Yes,PhD,Medium,4,4.9
S2717,John,Smith,student1717@university.com,Male,21,Engineering,68.59,75.14,76.07,80.47,78.98,3.91,51.84,56.8,A,22.6,No,Yes,,Medium,6,5.2
S2718,Sara,Williams,student1718@university.com,Male,22,CS,80.9,58.09,82.34,89.07,93.23,9.79,80.01,70.74,C,20.1,Yes,Yes,None,High,5,4.3
S2719,Ali,Brown,student1719@university.com,Female,20,Business,78.77,78.24,63.69,91.15,61.06,9.65,62.42,57.3,B,10.0,Yes,Yes,,Low,10,5.5
S2720,Emma,Smith,student1720@university.com,Female,18,CS,,62.04,42.35,51.36,66.64,8.0,79.91,51.23,B,18.1,Yes,Yes,Master's,Medium,2,7.3
S2721,John,Brown,student1721@university.com,Female,18,CS,65.33,91.65,94.52,86.67,79.37,9.54,80.71,78.2,D,20.5,No,Yes,Master's,Medium,1,4.9
S2722,Omar,Johnson,student1722@university.com,Male,20,Engineering,70.35,78.03,83.84,89.19,62.34,2.05,90.46,93.98,C,28.5,No,No,Master's,High,6,4.5
S2723,Sara,Brown,student1723@university.com,Male,19,CS,78.7,52.92,56.3,85.02,92.37,7.51,61.5,93.04,A,24.1,No,Yes,PhD,Low,10,5.6
S2724,Sara,Jones,student1724@university.com,Male,20,Business,71.41,60.17,69.81,,68.33,3.22,73.17,55.04,B,8.4,Yes,Yes,Master's,Medium,6,7.1
S2725,Emma,Brown,student1725@university.com,Female,20,CS,63.18,90.85,41.67,52.07,79.08,7.25,98.09,57.37,F,11.8,No,Yes,PhD,Medium,7,6.4
S2726,Maria,Davis,student1726@university.com,Male,21,Engineering,88.05,63.19,60.36,72.1,61.31,3.74,86.36,74.56,B,15.1,No,Yes,Master's,Medium,5,5.7
S2727,Ali,Smith,student1727@university.com,Male,18,Business,76.57,72.15,71.35,90.91,52.07,2.89,98.77,68.39,C,7.6,Yes,Yes,,High,1,8.4
S2728,Sara,Smith,student1728@university.com,Female,18,Engineering,53.38,78.94,71.03,96.7,58.69,9.59,96.37,85.15,D,18.9,No,Yes,PhD,Medium,6,6.3
S2729,Emma,Brown,student1729@university.com,Female,22,CS,68.42,60.87,52.49,61.47,52.31,2.1,80.54,74.75,A,27.7,Yes,Yes,Master's,Medium,4,6.3
S2730,Emma,Smith,student1730@university.com,Female,23,Engineering,94.25,57.64,86.6,78.96,73.43,7.59,63.2,51.01,B,12.7,Yes,Yes,,Medium,7,4.2
S2731,John,Davis,student1731@university.com,Male,20,Business,87.76,68.52,57.93,90.22,79.33,6.75,87.85,64.23,A,29.6,No,Yes,Master's,Low,2,7.2
S2732,Omar,Smith,student1732@university.com,Female,20,Mathematics,66.16,52.89,74.82,87.62,52.23,3.03,84.91,95.07,A,11.2,Yes,Yes,High School,Low,9,6.3
S2733,Maria,Brown,student1733@university.com,Male,19,Business,96.91,57.05,56.29,80.94,54.52,4.58,79.44,75.58,A,16.8,No,Yes,High School,Low,7,4.7
S2734,Ali,Williams,student1734@university.com,Male,24,CS,53.83,43.72,65.51,50.93,74.28,1.43,84.89,89.9,F,13.6,Yes,Yes,None,Medium,5,5.2
S2735,Liam,Williams,student1735@university.com,Female,24,Mathematics,98.06,58.24,52.45,,89.96,9.21,80.68,70.11,A,12.7,Yes,No,Master's,Low,2,5.0
S2736,Ahmed,Johnson,student1736@university.com,Female,18,CS,62.29,59.24,77.98,,81.4,9.68,75.97,83.85,D,14.4,No,Yes,,Medium,1,4.6
S2737,Omar,Smith,student1737@university.com,Female,19,CS,50.45,97.71,65.54,86.14,55.24,7.32,70.8,58.45,D,5.8,No,Yes,None,Low,5,6.2
S2738,Omar,Brown,student1738@university.com,Female,21,Business,71.69,75.38,40.97,88.29,94.38,8.49,52.24,86.83,B,18.3,No,Yes,,Medium,10,5.8
S2739,John,Smith,student1739@university.com,Female,22,CS,67.95,87.24,41.69,71.55,95.87,0.83,93.28,89.33,C,23.5,No,Yes,High School,Low,5,5.8
S2740,Liam,Jones,student1740@university.com,Male,19,CS,76.95,42.72,68.27,99.69,66.25,3.84,93.28,54.51,C,26.6,No,Yes,,Low,3,5.3
S2741,Sara,Davis,student1741@university.com,Male,18,CS,89.84,46.39,50.99,88.54,80.8,3.31,79.7,59.17,A,13.1,No,Yes,Master's,Low,9,6.2
S2742,Sara,Smith,student1742@university.com,Male,21,Engineering,,88.87,75.1,78.93,74.62,5.65,63.39,73.14,D,18.8,No,Yes,Bachelor's,High,10,6.7
S2743,John,Smith,student1743@university.com,Female,20,Business,70.06,77.41,64.49,96.71,97.1,1.83,51.41,81.87,A,27.3,Yes,Yes,Master's,Low,1,7.1
S2744,Emma,Williams,student1744@university.com,Male,21,Engineering,71.49,51.46,79.27,95.41,75.44,5.63,50.07,81.87,B,25.0,No,Yes,High School,Low,5,5.1
S2745,Sara,Davis,student1745@university.com,Female,23,CS,57.41,64.29,97.14,90.73,98.0,6.54,53.65,83.41,F,16.6,No,Yes,,High,4,7.6
S2746,Maria,Brown,student1746@university.com,Female,19,Engineering,52.38,72.32,71.72,78.18,59.97,1.32,67.99,85.72,C,9.1,No,Yes,Master's,Medium,2,4.1
S2747,Ali,Smith,student1747@university.com,Male,18,Mathematics,82.06,90.62,87.24,,67.28,1.32,59.42,75.29,A,19.0,No,No,,Medium,1,7.8
S2748,Omar,Williams,student1748@university.com,Male,19,Business,53.22,43.62,85.18,,89.07,0.35,63.25,78.74,D,29.7,Yes,Yes,None,High,10,5.4
S2749,Omar,Johnson,student1749@university.com,Female,20,CS,86.69,75.8,95.31,62.54,89.18,7.61,84.98,50.42,A,23.9,No,No,,Medium,4,5.9
S2750,Maria,Davis,student1750@university.com,Male,24,Mathematics,,83.02,52.84,,86.61,3.31,97.96,58.33,F,26.2,No,Yes,High School,Medium,6,6.9
S2751,Liam,Williams,student1751@university.com,Female,20,Business,59.93,98.67,89.64,78.89,92.98,2.25,60.34,74.93,F,9.7,No,Yes,Bachelor's,Medium,8,7.1
S2752,Sara,Williams,student1752@university.com,Male,18,CS,76.98,88.43,94.33,,85.13,7.78,73.28,87.28,B,27.6,Yes,Yes,None,Medium,10,6.1
S2753,Omar,Williams,student1753@university.com,Male,23,CS,,56.57,63.57,96.13,81.8,1.43,99.57,90.45,F,5.4,No,Yes,Master's,High,2,8.7
S2754,Ahmed,Smith,student1754@university.com,Male,22,CS,71.94,82.57,58.83,77.86,72.95,4.27,96.58,86.45,F,26.6,No,No,Bachelor's,High,2,8.3
S2755,Liam,Smith,student1755@university.com,Male,21,Business,,85.8,97.12,76.33,73.35,7.45,67.62,74.32,C,11.0,No,Yes,Master's,Medium,6,5.1
S2756,Ali,Johnson,student1756@university.com,Male,21,CS,73.1,83.78,77.66,71.78,70.31,5.74,65.98,64.06,F,20.6,Yes,No,PhD,Low,4,6.9
S2757,Ali,Jones,student1757@university.com,Female,20,Engineering,57.43,89.21,62.84,52.9,81.01,5.54,62.11,72.24,D,12.3,No,Yes,High School,High,10,7.6
S2758,Omar,Jones,student1758@university.com,Male,19,CS,86.19,94.22,87.51,94.12,70.33,1.57,57.77,50.46,A,8.4,No,Yes,,Low,9,5.1
S2759,John,Jones,student1759@university.com,Male,24,Mathematics,59.34,45.91,58.27,,57.37,1.81,73.0,79.9,D,11.2,No,Yes,,Low,4,4.1
S2760,Liam,Davis,student1760@university.com,Male,19,CS,86.93,46.29,50.58,82.12,55.33,5.83,67.06,53.73,A,16.8,No,Yes,Bachelor's,Low,2,8.9
S2761,Omar,Davis,student1761@university.com,Female,23,Mathematics,73.97,87.78,72.64,80.37,96.22,0.24,87.24,57.27,F,28.0,No,Yes,PhD,Low,1,8.8
S2762,John,Johnson,student1762@university.com,Female,22,Mathematics,72.69,55.14,73.97,,51.24,8.69,61.84,81.3,A,14.7,No,Yes,,Medium,6,5.6
S2763,Omar,Davis,student1763@university.com,Female,19,CS,92.57,43.51,89.54,76.29,55.27,3.5,86.82,50.67,A,6.4,No,Yes,PhD,Low,1,5.2
S2764,Ahmed,Jones,student1764@university.com,Female,21,Engineering,85.43,64.07,67.42,59.07,72.27,4.17,64.41,78.68,A,5.6,No,Yes,Bachelor's,Low,6,4.8
S2765,Liam,Jones,student1765@university.com,Female,24,CS,51.65,89.19,88.88,64.03,63.15,2.58,79.64,81.92,D,10.2,No,Yes,Master's,Low,8,7.4
S2766,Emma,Williams,student1766@university.com,Male,19,Mathematics,64.81,47.59,58.68,76.21,70.29,8.77,81.92,89.41,F,6.3,Yes,Yes,None,Low,6,7.8
S2767,Ali,Davis,student1767@university.com,Male,24,Engineering,93.55,80.31,74.52,89.47,55.87,6.43,83.59,53.4,B,14.3,No,Yes,PhD,Medium,4,6.1
S2768,Omar,Smith,student1768@university.com,Male,22,CS,50.92,40.22,52.51,71.6,56.55,4.5,58.77,50.15,D,14.6,No,Yes,High School,Medium,2,5.2
S2769,Ahmed,Smith,student1769@university.com,Female,21,CS,77.26,46.58,63.13,,90.03,5.85,64.14,88.34,C,29.3,No,Yes,Bachelor's,Medium,5,6.2
S2770,John,Williams,student1770@university.com,Female,24,CS,86.39,61.05,91.45,54.4,87.96,3.8,62.31,64.5,A,12.7,No,Yes,,Medium,5,6.6
S2771,John,Williams,student1771@university.com,Male,19,Mathematics,81.09,45.02,52.96,83.15,55.21,4.66,78.81,94.36,F,20.0,No,Yes,Master's,Low,8,6.7
S2772,Ali,Williams,student1772@university.com,Female,21,Engineering,88.03,90.75,88.61,71.17,83.39,3.58,53.79,59.25,B,25.5,No,Yes,High School,Medium,3,6.2
S2773,Maria,Smith,student1773@university.com,Female,20,Business,86.28,91.84,56.97,56.27,80.47,4.11,75.91,79.28,A,17.8,Yes,No,Bachelor's,Medium,2,4.0
S2774,Omar,Jones,student1774@university.com,Female,20,CS,,85.33,42.07,,85.67,3.15,54.37,55.47,C,22.4,No,Yes,Bachelor's,Low,1,6.4
S2775,Liam,Williams,student1775@university.com,Male,23,CS,,54.55,46.6,60.38,73.72,0.78,66.85,70.13,A,29.4,No,Yes,High School,Medium,2,5.7
S2776,Sara,Johnson,student1776@university.com,Male,20,Mathematics,82.28,71.39,84.75,75.45,63.5,0.37,84.34,94.1,F,13.1,Yes,Yes,High School,Low,2,6.8
S2777,John,Williams,student1777@university.com,Female,19,CS,70.12,51.05,55.72,65.31,83.18,1.74,70.63,80.42,A,6.9,No,Yes,Master's,Low,1,4.3
S2778,Liam,Brown,student1778@university.com,Female,22,Mathematics,73.6,56.88,79.25,96.58,68.57,2.52,64.02,84.48,D,15.8,No,Yes,,Medium,8,8.4
S2779,Liam,Williams,student1779@university.com,Female,21,CS,85.84,70.96,81.95,61.41,60.95,8.9,80.79,61.3,B,18.5,No,Yes,Bachelor's,Low,8,8.4
S2780,Emma,Smith,student1780@university.com,Female,24,CS,93.82,84.1,60.71,71.0,70.43,6.11,87.01,96.14,B,19.5,No,Yes,High School,Low,10,6.8
S2781,Liam,Davis,student1781@university.com,Male,18,Engineering,63.61,45.68,68.5,97.97,88.16,9.58,62.73,81.17,F,23.5,No,Yes,None,Low,4,7.7
S2782,Liam,Williams,student1782@university.com,Female,20,Mathematics,67.1,57.8,64.23,65.94,73.79,3.4,64.97,55.29,F,27.5,No,No,,Low,3,6.2
S2783,Emma,Davis,student1783@university.com,Male,20,Mathematics,96.54,95.6,96.84,,64.99,4.02,82.01,50.78,A,17.5,No,Yes,Bachelor's,Low,1,7.0
S2784,John,Brown,student1784@university.com,Male,18,CS,78.93,65.75,59.2,65.84,91.59,7.2,98.26,50.8,A,8.6,No,Yes,Master's,Medium,8,7.1
S2785,Liam,Johnson,student1785@university.com,Male,24,CS,58.95,96.33,51.0,55.53,94.08,5.78,60.69,52.56,F,15.1,No,No,Master's,Low,8,5.8
S2786,Maria,Davis,student1786@university.com,Female,24,Engineering,,99.48,61.94,81.38,71.66,5.28,82.71,95.58,C,8.9,No,Yes,PhD,High,4,8.8
S2787,Maria,Jones,student1787@university.com,Male,18,Engineering,99.54,71.6,80.17,95.8,68.73,5.76,95.33,67.92,A,9.6,No,Yes,Master's,High,5,7.0
S2788,Ahmed,Williams,student1788@university.com,Male,24,Business,91.17,57.28,81.84,72.63,80.63,5.84,73.1,64.91,A,5.0,No,Yes,None,Medium,4,9.0
S2789,Emma,Brown,student1789@university.com,Female,19,CS,87.29,87.45,95.44,81.31,52.9,7.66,65.84,70.83,A,28.2,No,No,Master's,Low,5,6.2
S2790,Ahmed,Brown,student1790@university.com,Female,24,Mathematics,60.4,49.56,92.91,,84.57,6.68,83.34,70.48,A,23.6,No,Yes,PhD,High,4,4.2
S2791,Emma,Davis,student1791@university.com,Female,21,Engineering,,55.12,57.3,70.75,89.11,9.57,51.57,61.92,A,7.5,No,Yes,Bachelor's,Medium,9,5.5
S2792,Omar,Johnson,student1792@university.com,Male,24,Business,76.29,87.09,67.31,80.74,69.87,9.48,68.01,54.59,C,28.0,No,Yes,Master's,Low,1,7.3
S2793,Omar,Smith,student1793@university.com,Female,20,Engineering,94.46,66.02,84.84,,58.73,4.22,62.9,55.43,A,26.8,No,Yes,PhD,Medium,10,8.6
S2794,Liam,Williams,student1794@university.com,Male,22,Engineering,66.49,52.09,94.99,68.9,51.44,0.36,61.23,79.96,F,27.7,Yes,Yes,Master's,Low,10,7.1
S2795,Sara,Brown,student1795@university.com,Male,19,Mathematics,53.1,79.07,60.23,72.12,81.86,0.11,58.99,69.84,C,7.4,No,Yes,Master's,Medium,3,6.4
S2796,Omar,Johnson,student1796@university.com,Female,19,Engineering,73.8,83.97,66.67,93.2,63.45,1.23,86.85,95.12,B,7.0,No,Yes,,Medium,7,4.4
S2797,Sara,Jones,student1797@university.com,Male,24,Business,63.49,47.5,93.97,67.42,73.19,0.75,97.75,73.19,F,6.7,No,Yes,PhD,Low,6,4.7
S2798,Omar,Brown,student1798@university.com,Male,22,Mathematics,85.76,56.62,61.51,81.76,69.32,3.73,69.24,75.17,A,29.2,No,Yes,Master's,Low,8,4.3
S2799,Ali,Johnson,student1799@university.com,Male,22,Engineering,97.86,53.28,68.83,,58.74,0.53,52.46,96.41,B,21.5,No,Yes,Bachelor's,High,6,7.6
S2800,Omar,Smith,student1800@university.com,Male,23,Engineering,84.55,62.79,94.27,62.63,75.42,6.25,85.95,75.08,B,9.4,No,Yes,PhD,Medium,8,8.2
S2801,Ahmed,Smith,student1801@university.com,Female,22,CS,94.35,85.81,88.13,82.42,72.98,1.9,76.91,75.1,A,28.2,No,Yes,,Low,1,4.8
S2802,John,Brown,student1802@university.com,Male,24,CS,72.65,82.82,54.61,88.12,81.21,5.14,86.18,68.16,B,16.1,Yes,Yes,PhD,Medium,9,5.6
S2803,Liam,Brown,student1803@university.com,Female,24,CS,88.58,79.75,59.49,73.11,62.59,1.03,82.4,85.52,A,24.6,Yes,Yes,Master's,Low,5,6.4
S2804,Ahmed,Davis,student1804@university.com,Male,18,CS,92.15,40.38,61.18,66.75,60.73,8.28,95.27,69.61,A,20.9,No,Yes,Master's,High,10,4.7
S2805,John,Williams,student1805@university.com,Male,20,CS,85.54,48.53,94.76,95.51,90.72,7.8,57.02,79.42,A,21.2,Yes,Yes,PhD,Medium,2,6.1
S2806,Maria,Johnson,student1806@university.com,Female,23,CS,75.39,53.4,99.94,56.79,85.11,3.86,58.46,72.37,C,16.0,No,Yes,Bachelor's,High,1,8.8
S2807,Ahmed,Brown,student1807@university.com,Male,24,CS,81.29,56.32,86.44,86.04,88.61,9.11,67.08,76.44,C,14.9,No,No,PhD,High,4,7.6
S2808,Maria,Williams,student1808@university.com,Male,18,Engineering,85.03,48.79,69.06,84.51,56.16,1.86,74.57,91.35,A,9.0,Yes,Yes,Master's,High,10,4.8
S2809,Sara,Davis,student1809@university.com,Male,23,CS,,64.62,40.61,84.51,61.2,8.14,96.29,70.69,B,6.8,No,Yes,Master's,Low,8,4.5
S2810,Sara,Williams,student1810@university.com,Male,20,CS,90.48,44.51,81.85,,78.78,5.46,95.35,61.5,B,28.2,Yes,Yes,None,High,3,6.2
S2811,Ali,Brown,student1811@university.com,Male,23,Engineering,97.52,85.0,63.36,86.41,92.86,3.3,93.59,78.52,A,28.4,Yes,Yes,Bachelor's,Low,10,8.9
S2812,Omar,Smith,student1812@university.com,Male,18,Engineering,73.26,87.26,77.98,65.08,94.61,0.84,61.13,96.88,D,21.0,No,Yes,None,Low,4,8.0
S2813,Ahmed,Johnson,student1813@university.com,Female,21,Engineering,85.05,74.46,76.4,67.67,91.6,1.71,86.48,84.66,B,14.7,Yes,Yes,Master's,Low,2,5.5
S2814,Maria,Johnson,student1814@university.com,Female,24,Engineering,86.85,45.38,68.85,69.56,52.17,8.63,69.17,65.42,A,5.6,No,Yes,Bachelor's,Medium,2,4.1
S2815,John,Smith,student1815@university.com,Female,20,Business,83.11,93.4,96.66,51.54,91.04,6.07,96.56,98.15,B,16.2,No,Yes,Bachelor's,Medium,2,6.1
S2816,Sara,Brown,student1816@university.com,Male,19,Engineering,77.36,97.94,41.39,,94.95,2.37,60.73,67.14,A,21.5,No,Yes,,Medium,10,4.8
S2817,Omar,Johnson,student1817@university.com,Male,20,Engineering,94.08,52.14,82.73,53.68,52.84,4.96,57.06,99.16,B,12.5,Yes,Yes,PhD,High,1,4.9
S2818,Sara,Brown,student1818@university.com,Male,20,Mathematics,72.45,82.28,64.59,84.99,70.81,1.08,92.12,59.6,F,13.6,No,Yes,PhD,Medium,10,4.8
S2819,John,Davis,student1819@university.com,Female,20,Business,53.06,90.52,82.83,,76.83,0.99,85.85,99.98,F,16.8,No,No,,Medium,10,7.6
S2820,Omar,Brown,student1820@university.com,Male,21,Engineering,,72.39,80.51,92.19,61.64,9.08,91.07,53.8,B,17.4,Yes,No,Bachelor's,Medium,5,4.2
S2821,Omar,Williams,student1821@university.com,Female,24,Engineering,83.7,59.4,40.61,77.67,75.83,4.58,57.9,85.66,C,23.6,Yes,Yes,Bachelor's,Medium,5,6.8
S2822,Maria,Smith,student1822@university.com,Male,18,CS,92.46,68.71,57.12,86.26,94.3,3.62,94.24,87.02,A,17.5,No,Yes,Bachelor's,Medium,3,7.8
S2823,Maria,Brown,student1823@university.com,Male,24,Engineering,56.93,70.74,51.35,65.14,93.35,9.49,83.88,83.98,C,26.1,No,Yes,PhD,High,3,4.8
S2824,Ahmed,Davis,student1824@university.com,Male,19,Mathematics,51.54,64.04,50.02,87.28,96.99,3.99,82.58,88.88,C,17.1,No,Yes,Master's,Low,8,8.5
S2825,Ahmed,Jones,student1825@university.com,Female,18,Engineering,96.72,95.79,83.71,67.17,74.21,3.36,79.13,73.59,A,5.8,No,Yes,Bachelor's,Medium,10,4.4
S2826,Emma,Smith,student1826@university.com,Male,23,Mathematics,57.39,84.63,54.37,95.14,70.53,2.73,88.24,52.71,C,8.5,No,No,Bachelor's,Low,7,7.4
S2827,Liam,Johnson,student1827@university.com,Female,23,Engineering,90.48,54.48,68.48,58.17,83.29,5.65,70.78,67.89,A,23.0,No,Yes,High School,Medium,4,4.9
S2828,Emma,Williams,student1828@university.com,Male,23,Mathematics,,75.13,54.82,65.79,70.84,5.58,56.64,82.12,A,16.3,No,Yes,None,High,8,8.0
S2829,Ali,Johnson,student1829@university.com,Male,18,Engineering,85.44,81.32,74.81,74.94,52.1,0.16,76.96,82.31,A,16.5,Yes,Yes,PhD,Low,10,6.9
S2830,Sara,Davis,student1830@university.com,Female,22,CS,56.56,48.41,83.23,88.79,86.0,6.54,87.41,59.76,C,29.5,Yes,Yes,High School,High,9,6.9
S2831,Ahmed,Davis,student1831@university.com,Male,21,Engineering,83.37,61.51,59.86,87.44,64.05,7.88,57.68,62.65,D,19.3,No,Yes,Master's,Medium,6,5.7
S2832,Maria,Johnson,student1832@university.com,Male,22,CS,94.45,94.33,76.18,60.54,52.45,6.16,61.2,74.33,B,7.9,No,Yes,None,Medium,7,5.4
S2833,John,Smith,student1833@university.com,Male,24,CS,71.28,74.03,89.49,57.21,51.03,8.7,84.83,86.43,A,15.8,No,Yes,Master's,Medium,7,6.3
S2834,Maria,Johnson,student1834@university.com,Male,23,Business,70.68,53.02,45.65,65.2,96.57,2.76,63.48,92.64,C,19.0,Yes,Yes,,Low,5,7.8
S2835,Sara,Brown,student1835@university.com,Female,21,CS,,47.37,82.64,74.19,62.6,1.92,58.5,54.32,C,5.9,No,Yes,,High,4,4.8
S2836,Emma,Johnson,student1836@university.com,Female,18,Business,54.11,71.09,59.39,76.95,72.39,6.97,94.47,96.28,F,14.1,No,Yes,Bachelor's,Low,2,8.1
S2837,Maria,Williams,student1837@university.com,Male,23,CS,94.6,72.86,47.36,71.46,97.53,1.89,58.04,96.39,A,29.2,No,Yes,Bachelor's,Medium,1,6.4
S2838,Liam,Williams,student1838@university.com,Male,18,CS,93.46,60.06,72.74,83.15,73.38,0.91,67.21,50.4,A,23.8,Yes,Yes,Master's,High,8,6.3
S2839,Ali,Jones,student1839@university.com,Female,21,Mathematics,99.9,77.82,53.58,71.38,53.93,0.97,71.42,75.32,A,14.3,No,No,Master's,Low,2,4.1
S2840,Sara,Williams,student1840@university.com,Male,18,CS,79.26,44.12,89.28,97.32,77.6,7.68,73.81,79.36,D,11.6,No,Yes,Master's,Medium,8,4.6
S2841,Emma,Johnson,student1841@university.com,Female,18,Engineering,87.56,48.71,42.57,63.05,54.41,0.29,68.07,77.69,A,12.1,No,No,Master's,Low,9,6.2
S2842,Liam,Williams,student1842@university.com,Male,19,Engineering,60.13,72.78,45.92,81.37,54.75,2.89,95.63,80.79,F,25.7,No,Yes,,Low,4,8.9
S2843,John,Smith,student1843@university.com,Female,24,Engineering,83.38,43.71,71.26,80.57,92.57,1.29,82.93,75.17,F,15.0,No,Yes,High School,Low,1,5.3
S2844,Emma,Williams,student1844@university.com,Female,22,Mathematics,82.49,92.85,75.34,64.08,64.47,7.55,67.97,64.69,F,26.1,No,Yes,High School,High,6,4.1
S2845,Omar,Brown,student1845@university.com,Female,22,Engineering,95.06,48.53,83.79,70.58,83.93,5.03,67.89,54.79,B,27.7,No,Yes,,Medium,8,6.2
S2846,Liam,Smith,student1846@university.com,Female,22,Engineering,91.54,80.44,55.56,68.27,75.45,2.05,75.15,60.42,B,16.6,No,Yes,Master's,Low,1,4.1
S2847,Liam,Jones,student1847@university.com,Male,20,Business,96.92,63.47,90.51,58.62,61.12,7.5,51.68,87.01,A,28.6,No,Yes,None,High,5,5.7
S2848,Ali,Brown,student1848@university.com,Male,19,CS,93.44,63.99,97.19,,75.89,7.5,96.33,62.05,A,12.5,No,Yes,,Low,1,5.8
S2849,Sara,Johnson,student1849@university.com,Female,23,Engineering,93.43,85.89,69.94,69.33,53.45,5.23,61.17,91.49,B,11.5,No,Yes,High School,Medium,7,4.0
S2850,John,Johnson,student1850@university.com,Female,23,Mathematics,53.19,69.97,85.63,58.92,67.36,2.76,84.88,70.17,C,7.7,No,Yes,,Medium,6,7.9
S2851,Ali,Johnson,student1851@university.com,Female,23,Engineering,92.3,83.54,71.49,72.49,76.14,5.86,88.89,70.72,A,11.1,No,Yes,PhD,Medium,4,8.6
S2852,Emma,Brown,student1852@university.com,Female,22,Business,80.37,70.31,44.17,71.09,61.42,9.34,91.37,93.42,C,24.3,No,Yes,Master's,Low,8,9.0
S2853,Ali,Brown,student1853@university.com,Male,24,Engineering,,75.57,59.57,56.57,83.01,0.52,58.28,60.71,D,15.1,No,Yes,Master's,Medium,8,6.5
S2854,Liam,Brown,student1854@university.com,Female,22,Business,52.83,85.64,45.25,56.56,52.59,2.67,76.83,59.48,F,8.7,Yes,Yes,,High,2,5.5
S2855,Sara,Smith,student1855@university.com,Female,24,Mathematics,83.88,76.44,99.33,82.38,74.24,2.85,54.18,99.27,D,7.7,No,Yes,None,Low,5,7.6
S2856,Ahmed,Davis,student1856@university.com,Female,19,CS,66.41,76.94,53.74,85.33,85.75,6.32,90.24,77.03,D,17.3,No,Yes,,Low,1,7.7
S2857,Ali,Smith,student1857@university.com,Female,24,CS,73.39,87.35,78.15,97.06,71.5,6.51,74.32,59.53,C,18.5,No,Yes,Master's,High,3,5.9
S2858,Omar,Johnson,student1858@university.com,Female,18,Engineering,84.09,96.95,57.06,54.35,93.73,2.06,57.92,58.29,A,24.9,No,Yes,,Low,3,6.8
S2859,Ali,Davis,student1859@university.com,Female,22,Business,95.59,62.6,79.19,55.89,81.61,2.16,85.93,93.08,A,22.9,No,Yes,,Low,10,8.1
S2860,Emma,Williams,student1860@university.com,Female,23,CS,91.27,74.63,52.62,52.59,97.92,9.28,66.56,79.99,B,9.2,No,Yes,High School,Low,3,4.9
S2861,Emma,Johnson,student1861@university.com,Male,18,CS,72.53,45.18,87.12,76.61,64.21,7.56,55.73,55.75,C,11.9,No,Yes,Master's,Low,3,4.1
S2862,John,Jones,student1862@university.com,Female,22,CS,69.39,61.53,46.65,81.14,96.94,9.34,73.05,94.35,D,22.3,Yes,Yes,High School,Medium,10,6.7
S2863,Emma,Smith,student1863@university.com,Female,21,Mathematics,61.99,64.72,93.71,,80.34,8.3,61.76,72.2,A,9.5,No,Yes,High School,Low,2,7.3
S2864,Maria,Brown,student1864@university.com,Female,20,Engineering,68.62,90.11,90.43,89.9,87.26,4.02,97.51,99.47,F,25.1,No,Yes,PhD,Low,7,6.9
S2865,Sara,Smith,student1865@university.com,Male,22,Engineering,,70.8,80.73,84.33,95.11,1.22,68.07,64.09,B,21.4,No,Yes,Master's,High,7,7.0
S2866,Sara,Brown,student1866@university.com,Male,21,CS,98.56,83.86,44.04,99.29,77.56,6.3,78.62,76.44,A,18.4,Yes,Yes,PhD,Medium,4,6.0
S2867,Ahmed,Davis,student1867@university.com,Male,19,CS,78.7,41.14,52.51,,93.11,3.52,97.42,58.66,D,21.1,No,Yes,High School,Low,8,7.3
S2868,Ahmed,Jones,student1868@university.com,Female,21,CS,56.39,67.87,91.56,52.92,77.08,4.25,69.69,71.99,D,7.5,No,Yes,Master's,Low,10,4.2
S2869,Sara,Davis,student1869@university.com,Female,19,CS,67.64,94.08,47.32,63.74,79.96,4.26,67.91,58.83,C,18.7,No,Yes,,High,10,4.8
S2870,Omar,Jones,student1870@university.com,Female,22,Mathematics,77.35,53.46,49.36,50.95,72.25,9.37,58.12,65.36,A,16.3,Yes,Yes,,High,8,6.2
S2871,Ahmed,Smith,student1871@university.com,Male,19,Mathematics,76.64,41.89,72.64,96.63,57.28,0.69,96.92,63.49,A,17.8,No,Yes,None,High,4,8.7
S2872,John,Brown,student1872@university.com,Female,21,CS,51.78,66.0,56.45,65.2,77.68,1.93,90.04,64.15,D,13.4,Yes,Yes,PhD,High,6,7.2
S2873,Emma,Davis,student1873@university.com,Male,24,CS,97.54,82.27,53.32,77.62,98.87,6.08,61.05,98.49,B,16.7,No,Yes,High School,Medium,6,5.8
S2874,Sara,Jones,student1874@university.com,Male,20,CS,63.77,67.27,74.55,,89.36,8.84,66.63,51.92,B,27.1,No,Yes,Bachelor's,Low,5,6.3
S2875,Liam,Johnson,student1875@university.com,Male,18,Engineering,50.81,67.6,62.35,62.29,87.37,9.18,95.75,74.84,C,13.6,No,Yes,Master's,High,4,8.2
S2876,Ahmed,Johnson,student1876@university.com,Male,18,CS,53.82,80.19,48.43,57.62,82.17,5.59,76.86,81.46,C,6.1,No,Yes,,Medium,9,6.7
S2877,Sara,Davis,student1877@university.com,Male,20,CS,79.01,55.26,72.09,66.02,67.4,0.35,77.82,83.04,C,11.4,No,Yes,None,Medium,6,4.2
S2878,Maria,Brown,student1878@university.com,Female,23,CS,56.89,85.11,63.22,80.77,58.48,3.63,82.41,87.73,C,16.4,Yes,Yes,High School,Medium,7,6.1
S2879,Ali,Davis,student1879@university.com,Female,18,Business,52.09,49.19,84.07,98.58,61.23,9.19,88.11,88.05,D,18.3,Yes,Yes,None,Medium,5,5.9
S2880,Emma,Smith,student1880@university.com,Male,22,Business,68.98,63.75,46.17,,50.32,5.0,96.96,97.78,D,15.7,Yes,Yes,High School,Medium,2,8.5
S2881,Sara,Jones,student1881@university.com,Female,23,Engineering,81.14,79.36,77.24,76.64,83.67,7.27,90.11,87.78,A,25.7,No,Yes,,Low,6,5.5
S2882,Ali,Smith,student1882@university.com,Female,22,CS,,89.7,66.19,51.76,90.59,2.69,96.73,91.18,A,27.9,Yes,Yes,,Low,3,4.3
S2883,Ahmed,Johnson,student1883@university.com,Male,21,Mathematics,65.67,87.49,64.36,92.0,63.45,0.25,91.03,76.62,A,17.2,Yes,Yes,Bachelor's,Medium,10,5.8
S2884,Ali,Jones,student1884@university.com,Male,21,Mathematics,70.89,83.3,53.94,52.24,54.59,5.78,52.32,82.88,C,6.9,Yes,Yes,High School,Medium,6,4.2
S2885,Emma,Davis,student1885@university.com,Female,23,CS,57.97,61.55,41.83,95.31,66.79,8.35,55.88,73.91,D,15.5,No,Yes,High School,High,3,8.2
S2886,Sara,Smith,student1886@university.com,Female,23,CS,75.3,47.34,90.86,76.93,64.6,9.9,94.24,63.82,F,9.5,No,Yes,Master's,Medium,8,7.0
S2887,Maria,Williams,student1887@university.com,Female,23,Engineering,54.26,53.01,59.58,58.42,72.54,8.47,51.38,65.67,C,12.1,No,Yes,Master's,High,7,6.3
S2888,Omar,Brown,student1888@university.com,Female,23,CS,52.33,91.89,80.87,72.59,63.21,5.54,89.71,68.03,D,25.8,No,Yes,Bachelor's,Low,1,5.8
S2889,Ahmed,Brown,student1889@university.com,Male,19,Engineering,75.99,91.44,96.86,99.75,66.99,6.09,92.49,67.03,F,18.4,No,Yes,,High,4,6.1
S2890,Sara,Williams,student1890@university.com,Female,24,Engineering,62.39,97.09,73.9,65.25,95.38,8.24,70.77,76.66,D,25.7,No,Yes,Master's,Low,2,7.9
S2891,Emma,Johnson,student1891@university.com,Male,23,Engineering,54.77,44.56,63.83,63.47,66.74,0.2,67.74,62.38,C,29.6,No,No,PhD,Medium,6,4.9
S2892,Ahmed,Jones,student1892@university.com,Male,24,CS,71.2,72.21,56.1,55.9,89.28,9.52,59.72,75.83,D,18.6,No,Yes,None,Low,5,4.4
S2893,John,Brown,student1893@university.com,Female,23,Engineering,95.76,78.92,96.04,79.86,81.29,5.31,52.45,95.81,A,27.8,No,Yes,,Low,2,6.8
S2894,Ali,Williams,student1894@university.com,Female,21,Mathematics,86.21,82.64,80.92,54.46,66.88,9.52,87.27,70.3,A,22.1,No,Yes,,Low,1,8.3
S2895,Omar,Davis,student1895@university.com,Female,22,CS,90.78,78.63,79.92,88.3,90.89,7.65,53.69,61.13,A,7.5,No,Yes,Bachelor's,Medium,7,6.8
S2896,Emma,Williams,student1896@university.com,Male,24,Engineering,93.6,86.2,65.57,95.96,79.75,1.52,97.23,67.34,A,15.4,No,Yes,Master's,Low,9,8.0
S2897,John,Johnson,student1897@university.com,Male,21,CS,98.63,61.57,90.7,,50.43,1.65,64.84,93.84,B,21.5,No,Yes,Master's,High,9,8.5
S2898,Liam,Johnson,student1898@university.com,Male,18,CS,88.16,50.77,82.82,55.4,53.44,3.54,89.71,97.08,B,22.6,No,Yes,None,Medium,10,4.4
S2899,Sara,Smith,student1899@university.com,Male,19,Engineering,80.42,52.28,56.99,77.91,87.63,2.64,52.98,94.33,D,26.5,No,Yes,Master's,Medium,3,6.9
S2900,Maria,Brown,student1900@university.com,Female,19,CS,68.27,40.72,75.97,,72.33,4.39,76.81,64.37,C,20.9,Yes,Yes,Bachelor's,Medium,6,8.2
S2901,Ahmed,Smith,student1901@university.com,Male,22,CS,59.08,61.02,65.81,78.6,70.28,6.04,67.45,69.39,D,7.3,No,No,,Low,10,7.2
S2902,Ali,Williams,student1902@university.com,Male,23,CS,,45.5,40.4,90.75,57.29,4.37,51.5,98.75,C,8.6,No,Yes,None,Medium,1,7.0
S2903,Ahmed,Jones,student1903@university.com,Female,21,Engineering,99.75,59.29,88.46,76.89,57.87,0.56,82.79,66.19,A,13.2,No,Yes,None,Medium,1,7.9
S2904,Omar,Jones,student1904@university.com,Male,18,Business,73.37,77.69,47.37,,89.89,9.76,97.16,56.89,A,12.4,No,No,PhD,Low,6,7.5
S2905,Sara,Johnson,student1905@university.com,Male,21,CS,86.18,93.67,70.6,90.08,91.45,4.25,50.54,64.1,A,10.5,Yes,Yes,High School,Medium,6,6.5
S2906,Ahmed,Jones,student1906@university.com,Female,23,Engineering,74.75,90.38,60.17,63.83,78.0,8.51,63.52,98.2,D,20.4,No,Yes,,Medium,5,4.2
S2907,Ali,Jones,student1907@university.com,Male,23,CS,71.6,55.16,60.53,,64.76,0.74,85.18,70.79,F,15.7,No,Yes,PhD,Medium,6,7.1
S2908,Sara,Jones,student1908@university.com,Male,20,Engineering,70.52,48.04,68.64,50.37,96.64,8.1,93.56,96.69,D,22.1,No,No,Master's,Medium,10,5.1
S2909,Ahmed,Williams,student1909@university.com,Male,21,Engineering,,51.58,99.82,69.8,81.2,1.73,59.54,55.2,C,14.7,No,Yes,,Medium,5,5.3
S2910,Maria,Jones,student1910@university.com,Male,22,Engineering,,98.26,64.5,61.9,89.83,6.79,53.54,88.3,F,11.9,No,Yes,High School,Low,6,7.4
S2911,Emma,Davis,student1911@university.com,Female,21,Mathematics,87.44,72.97,50.94,96.86,50.16,6.62,50.43,54.67,B,18.8,No,No,Master's,Low,9,6.3
S2912,Sara,Jones,student1912@university.com,Male,19,Mathematics,93.71,50.95,76.82,70.27,72.52,9.1,60.76,59.87,B,7.4,No,Yes,Master's,Medium,7,7.6
S2913,Emma,Jones,student1913@university.com,Female,18,CS,,90.44,54.18,82.7,93.55,3.21,53.57,80.81,F,29.7,Yes,Yes,High School,Low,3,6.0
S2914,Liam,Smith,student1914@university.com,Male,24,Business,61.38,63.71,46.33,86.6,66.91,1.09,67.97,71.72,A,21.4,No,Yes,,High,9,8.4
S2915,Sara,Williams,student1915@university.com,Female,22,CS,,93.95,43.01,88.66,86.33,8.65,72.01,83.33,A,8.1,Yes,Yes,,Medium,6,6.1
S2916,Maria,Johnson,student1916@university.com,Female,20,Mathematics,67.08,55.64,41.37,86.79,82.88,3.32,74.0,98.67,B,20.6,Yes,Yes,Master's,Medium,5,6.5
S2917,Emma,Smith,student1917@university.com,Female,18,CS,65.47,63.59,65.87,64.46,57.61,2.33,57.12,52.64,D,6.9,No,Yes,,Low,4,4.6
S2918,John,Brown,student1918@university.com,Male,18,CS,86.34,70.3,65.6,84.3,88.75,4.86,73.2,59.58,B,17.7,No,Yes,None,Low,10,6.5
S2919,Ali,Williams,student1919@university.com,Male,24,CS,65.23,93.56,51.13,77.45,55.63,1.46,50.45,82.01,F,12.3,No,Yes,None,High,1,5.2
S2920,John,Davis,student1920@university.com,Male,19,CS,52.65,92.13,87.04,79.87,86.4,2.97,61.97,94.83,D,22.5,Yes,Yes,PhD,Low,7,7.8
S2921,Ahmed,Williams,student1921@university.com,Female,19,Business,68.68,74.46,47.76,50.04,99.55,3.85,68.45,89.88,C,17.2,Yes,Yes,High School,Low,5,7.6
S2922,Maria,Brown,student1922@university.com,Male,19,Mathematics,86.07,53.31,94.92,,97.9,2.77,55.92,73.28,A,24.6,No,No,Bachelor's,Low,1,4.1
S2923,John,Brown,student1923@university.com,Male,22,Engineering,,64.2,75.25,96.53,90.01,4.5,90.7,87.27,A,10.7,Yes,Yes,PhD,Low,4,6.5
S2924,Sara,Brown,student1924@university.com,Male,21,Business,81.48,98.54,41.66,64.5,76.73,3.85,60.06,60.4,F,21.4,Yes,Yes,,Low,10,4.2
S2925,Ahmed,Johnson,student1925@university.com,Male,18,Business,83.01,76.47,97.78,71.9,83.74,7.75,87.74,50.69,F,22.2,No,Yes,PhD,High,1,6.8
S2926,Ahmed,Jones,student1926@university.com,Female,21,CS,86.69,86.87,58.48,59.33,86.41,9.18,73.69,78.5,A,16.9,Yes,Yes,,Low,10,8.5
S2927,John,Williams,student1927@university.com,Female,21,CS,94.86,66.99,67.0,56.93,50.42,1.01,73.99,90.66,B,26.5,Yes,Yes,Master's,High,4,8.3
S2928,Liam,Jones,student1928@university.com,Male,19,CS,71.63,71.92,57.06,,55.12,8.23,82.26,71.67,D,8.7,No,Yes,Bachelor's,Medium,7,5.2
S2929,John,Jones,student1929@university.com,Male,21,CS,58.32,65.74,83.71,77.68,79.85,9.32,52.21,78.46,D,24.0,Yes,No,High School,High,9,4.7
S2930,Liam,Davis,student1930@university.com,Male,18,CS,65.95,82.18,69.14,95.95,50.33,6.87,53.94,71.11,B,8.3,No,Yes,PhD,Medium,2,8.0
S2931,Maria,Brown,student1931@university.com,Female,18,CS,71.61,91.09,47.94,66.31,95.45,9.96,66.34,75.7,B,8.9,No,No,None,Low,4,6.7
S2932,Ali,Johnson,student1932@university.com,Male,23,CS,85.69,70.44,46.25,66.17,74.48,3.35,70.84,94.22,B,10.0,Yes,Yes,,Medium,1,6.1
S2933,John,Davis,student1933@university.com,Female,20,CS,50.66,68.85,83.52,78.21,62.89,8.3,71.5,73.91,D,21.5,No,Yes,Bachelor's,Low,6,8.1
S2934,Omar,Smith,student1934@university.com,Female,22,Mathematics,65.79,60.42,54.22,67.84,69.69,6.74,83.84,50.37,F,21.0,No,Yes,None,High,8,5.3
S2935,Liam,Johnson,student1935@university.com,Male,21,CS,88.99,50.63,48.27,,92.54,3.23,50.04,89.99,B,16.1,Yes,No,,High,3,5.1
S2936,John,Jones,student1936@university.com,Male,22,Engineering,83.54,96.35,69.97,68.89,96.36,7.05,97.96,80.89,C,12.9,Yes,Yes,Master's,Low,5,7.1
S2937,Emma,Johnson,student1937@university.com,Male,22,Engineering,86.59,58.96,88.17,74.52,55.81,5.1,58.72,86.52,A,20.3,No,Yes,Master's,Medium,1,5.4
S2938,Sara,Brown,student1938@university.com,Female,22,Engineering,90.59,88.04,56.73,76.67,88.9,1.89,62.43,95.05,B,8.6,No,Yes,Master's,Medium,5,6.1
S2939,Omar,Smith,student1939@university.com,Female,24,CS,89.16,82.92,56.59,89.1,78.91,1.74,95.28,64.31,A,20.7,Yes,Yes,None,Medium,1,6.3
S2940,Omar,Brown,student1940@university.com,Male,23,CS,84.11,87.46,90.03,78.2,79.28,7.13,50.27,75.15,D,5.3,No,Yes,PhD,Low,5,5.0
S2941,Liam,Smith,student1941@university.com,Female,22,CS,71.98,96.21,48.87,61.96,88.97,7.12,99.57,80.12,B,8.6,No,Yes,Bachelor's,Low,9,4.3
S2942,Emma,Davis,student1942@university.com,Male,23,CS,,77.4,77.0,56.2,61.14,5.31,51.8,67.27,D,22.7,No,Yes,PhD,High,7,7.8
S2943,Emma,Jones,student1943@university.com,Male,18,CS,78.45,93.88,97.3,,76.55,5.01,56.03,92.3,B,26.8,No,Yes,Master's,Low,7,7.9
S2944,Ahmed,Smith,student1944@university.com,Female,24,Engineering,60.14,50.06,90.48,90.08,65.97,1.8,62.01,84.88,D,6.9,Yes,Yes,PhD,Low,9,7.0
S2945,Liam,Smith,student1945@university.com,Female,21,Engineering,64.64,77.6,43.71,,54.73,4.29,71.94,86.67,A,21.0,No,Yes,Bachelor's,Low,5,4.7
S2946,Ali,Smith,student1946@university.com,Female,23,Engineering,,86.34,59.19,91.08,55.25,8.71,75.92,90.4,A,6.5,Yes,Yes,PhD,Low,8,6.4
S2947,Sara,Johnson,student1947@university.com,Female,20,Engineering,96.24,56.3,48.54,79.53,56.82,8.55,55.24,62.9,A,27.0,Yes,Yes,Master's,Medium,7,4.9
S2948,Maria,Davis,student1948@university.com,Male,22,CS,58.94,84.45,96.95,75.94,80.74,6.61,53.68,87.28,C,14.8,Yes,Yes,Master's,Medium,6,8.4
S2949,Omar,Johnson,student1949@university.com,Male,24,Business,54.12,86.71,99.16,50.61,55.29,9.97,51.59,88.69,F,23.5,Yes,Yes,,Medium,6,7.5
S2950,Maria,Jones,student1950@university.com,Male,20,CS,94.08,89.87,54.1,89.04,78.51,8.93,62.84,92.12,B,9.3,Yes,Yes,High School,Medium,7,4.2
S2951,John,Smith,student1951@university.com,Female,18,Business,95.76,58.77,80.18,59.9,79.41,1.45,96.08,74.43,A,26.5,No,Yes,PhD,High,10,4.0
S2952,John,Davis,student1952@university.com,Male,18,Business,63.82,80.9,90.5,,95.19,3.99,69.49,75.21,A,15.7,No,Yes,Master's,Low,3,8.9
S2953,Maria,Davis,student1953@university.com,Female,19,Engineering,68.86,58.26,54.02,50.79,81.32,1.32,88.2,54.91,B,10.2,No,Yes,PhD,Low,5,4.2
S2954,John,Williams,student1954@university.com,Female,22,CS,83.01,84.34,51.26,89.82,99.28,4.66,59.51,92.61,F,19.3,No,Yes,Bachelor's,Low,2,8.3
S2955,Ali,Jones,student1955@university.com,Female,19,Engineering,66.5,67.78,40.67,51.15,51.55,7.76,53.23,76.67,B,12.2,No,Yes,None,High,5,8.8
S2956,Emma,Davis,student1956@university.com,Male,24,CS,93.86,75.85,64.72,,85.21,1.56,77.71,79.72,A,12.2,No,Yes,None,Medium,8,5.5
S2957,John,Smith,student1957@university.com,Female,20,CS,55.38,64.95,93.97,63.41,51.32,8.8,91.1,56.07,D,7.9,No,Yes,Master's,Low,7,6.7
S2958,Ahmed,Smith,student1958@university.com,Female,21,CS,51.9,49.72,94.18,57.88,86.47,5.69,94.92,80.09,D,10.3,Yes,Yes,Bachelor's,Low,3,7.2
S2959,John,Davis,student1959@university.com,Female,19,CS,60.42,50.68,47.66,74.05,69.29,7.49,77.31,52.1,C,24.9,No,Yes,Bachelor's,High,7,6.6
S2960,Sara,Johnson,student1960@university.com,Female,18,Engineering,64.3,44.65,52.26,64.18,80.57,0.45,64.7,96.16,C,18.1,Yes,No,PhD,Low,2,5.1
S2961,Ali,Jones,student1961@university.com,Female,22,Business,55.65,77.08,64.48,99.66,65.48,0.94,55.48,93.18,D,13.9,No,Yes,,Low,4,6.9
S2962,Sara,Smith,student1962@university.com,Female,20,CS,53.28,90.92,86.84,79.0,57.96,6.21,83.39,59.72,D,28.2,No,Yes,None,Medium,10,5.3
S2963,Sara,Davis,student1963@university.com,Female,23,Mathematics,87.78,41.25,76.71,78.32,86.18,8.38,64.02,79.69,A,24.9,Yes,Yes,Bachelor's,High,2,4.8
S2964,Ahmed,Smith,student1964@university.com,Female,24,Mathematics,58.21,43.97,70.83,61.04,95.23,8.74,92.2,80.13,C,12.8,Yes,Yes,Bachelor's,Medium,7,6.5
S2965,Ali,Davis,student1965@university.com,Female,24,Mathematics,95.7,67.45,75.52,70.43,59.18,6.88,80.26,90.17,A,7.8,No,Yes,None,Medium,5,5.9
S2966,Ali,Jones,student1966@university.com,Female,18,Business,,84.26,45.77,56.2,96.04,2.01,92.94,87.85,C,9.6,No,Yes,PhD,Medium,9,4.1
S2967,Liam,Davis,student1967@university.com,Female,23,CS,83.53,49.46,68.66,88.13,57.01,1.95,78.33,99.66,D,21.9,No,No,,Medium,7,8.7
S2968,Ali,Williams,student1968@university.com,Female,24,CS,61.27,56.3,99.52,66.56,86.78,8.81,88.59,67.54,B,19.1,Yes,Yes,PhD,Medium,2,4.2
S2969,Ali,Davis,student1969@university.com,Male,21,Engineering,62.02,53.92,45.31,87.6,97.97,1.13,64.72,56.23,B,29.5,Yes,Yes,PhD,High,4,8.5
S2970,Ali,Davis,student1970@university.com,Male,22,Engineering,78.74,63.94,71.15,68.58,57.37,6.86,75.15,78.67,A,5.3,No,Yes,Master's,Low,3,4.9
S2971,Ahmed,Jones,student1971@university.com,Female,21,Business,78.03,53.5,57.74,99.44,71.75,5.34,50.97,88.2,D,26.9,Yes,Yes,PhD,Medium,10,4.7
S2972,John,Davis,student1972@university.com,Female,24,Mathematics,88.44,61.16,72.39,58.56,66.87,4.21,80.39,64.29,B,5.4,No,Yes,PhD,Medium,2,4.3
S2973,Liam,Jones,student1973@university.com,Female,21,Engineering,87.89,83.71,74.43,50.08,69.42,4.4,76.69,61.81,B,15.6,No,Yes,Master's,High,2,6.1
S2974,Sara,Williams,student1974@university.com,Male,24,CS,83.53,76.66,74.65,79.74,87.66,9.45,87.76,90.12,F,27.9,No,Yes,Bachelor's,Medium,8,6.9
S2975,Ali,Jones,student1975@university.com,Male,22,CS,72.46,44.87,91.13,97.65,83.06,8.61,86.45,87.69,C,21.5,No,No,High School,Medium,6,8.5
S2976,Omar,Smith,student1976@university.com,Male,22,CS,94.53,78.26,63.38,82.35,98.43,8.65,81.38,60.17,A,19.6,No,Yes,,Low,3,7.9
S2977,John,Jones,student1977@university.com,Female,23,Engineering,81.13,68.62,70.98,54.29,59.27,4.07,52.83,93.46,F,12.8,No,Yes,High School,High,8,4.8
S2978,John,Williams,student1978@university.com,Female,21,Engineering,99.51,96.07,40.66,77.02,77.16,1.07,95.15,56.74,A,29.2,Yes,Yes,None,High,3,4.8
S2979,Sara,Brown,student1979@university.com,Female,20,Business,90.97,57.36,87.37,95.47,72.46,9.98,50.9,55.46,A,9.2,Yes,Yes,High School,Medium,5,4.0
S2980,Ahmed,Davis,student1980@university.com,Female,23,Engineering,52.22,83.57,55.57,50.33,95.94,1.45,90.16,67.56,C,11.7,No,Yes,None,Low,1,7.4
S2981,Maria,Jones,student1981@university.com,Male,22,Mathematics,66.03,83.85,88.99,58.35,50.53,5.16,73.97,94.33,F,16.3,No,Yes,,Medium,1,4.1
S2982,Maria,Davis,student1982@university.com,Female,18,Engineering,78.59,53.29,55.94,,99.46,2.65,90.9,84.77,A,8.2,No,Yes,PhD,Low,10,4.7
S2983,John,Johnson,student1983@university.com,Male,24,Business,86.07,94.19,40.65,94.7,73.99,5.11,73.25,69.74,A,15.6,Yes,Yes,High School,Low,2,7.2
S2984,Emma,Smith,student1984@university.com,Male,23,CS,77.52,69.47,49.29,85.36,81.28,3.05,82.35,57.86,F,6.0,No,Yes,Bachelor's,Low,7,4.8
S2985,Emma,Smith,student1985@university.com,Female,19,Business,89.31,80.73,99.14,,68.0,8.97,68.16,85.67,B,28.1,No,Yes,High School,Medium,1,4.8
S2986,Sara,Johnson,student1986@university.com,Male,20,Engineering,,48.75,59.19,54.51,92.63,9.68,87.18,79.96,A,13.1,Yes,Yes,,High,7,5.2
S2987,Maria,Johnson,student1987@university.com,Male,24,CS,59.2,55.47,46.53,,78.1,4.1,62.71,99.38,D,20.8,Yes,No,Bachelor's,Low,10,5.9
S2988,John,Jones,student1988@university.com,Male,23,CS,,75.17,47.13,84.25,83.14,0.7,85.97,88.28,B,26.8,No,Yes,High School,High,9,4.0
S2989,Ahmed,Johnson,student1989@university.com,Male,22,Mathematics,78.67,59.14,58.62,85.13,82.45,6.63,59.67,55.11,B,25.5,No,No,None,Medium,5,7.7
S2990,Maria,Brown,student1990@university.com,Female,22,CS,84.43,69.98,42.26,89.67,68.2,3.77,86.11,86.41,C,26.8,No,Yes,None,High,6,7.9
S2991,John,Davis,student1991@university.com,Female,20,Engineering,66.31,62.44,70.69,95.88,53.8,9.86,64.68,62.87,A,23.0,No,Yes,PhD,Low,10,5.8
S2992,John,Davis,student1992@university.com,Male,19,CS,80.68,78.43,52.82,68.08,90.39,0.89,63.93,98.09,C,9.8,Yes,No,None,Medium,7,8.0
S2993,Ali,Williams,student1993@university.com,Female,23,Engineering,52.61,69.23,71.16,52.15,64.49,1.19,90.57,50.96,D,14.2,No,Yes,Bachelor's,Medium,8,5.4
S2994,Ahmed,Johnson,student1994@university.com,Male,23,Business,54.96,40.28,48.45,68.12,92.45,6.99,90.68,61.92,C,17.8,No,Yes,,Medium,2,8.9
S2995,Ali,Johnson,student1995@university.com,Female,21,CS,85.09,78.98,65.79,83.58,80.43,7.59,84.57,74.95,A,13.4,Yes,Yes,None,High,2,6.0
S2996,Sara,Brown,student1996@university.com,Female,18,Engineering,68.4,65.33,75.88,60.67,67.69,4.71,96.2,53.95,B,28.9,No,Yes,Bachelor's,High,9,7.3
S2997,Ali,Smith,student1997@university.com,Female,22,Mathematics,83.57,60.5,43.72,90.5,79.71,2.77,57.81,67.2,A,25.2,Yes,Yes,Master's,Medium,6,5.6
S2998,Omar,Smith,student1998@university.com,Female,23,Business,91.59,45.65,63.92,60.99,82.27,3.1,63.47,74.86,A,25.0,No,Yes,High School,Low,7,6.3
S2999,Ali,Davis,student1999@university.com,Female,23,Business,92.63,53.22,58.15,50.5,85.33,3.38,64.7,72.35,B,14.0,No,Yes,None,Low,5,7.2
S3000,Omar,Davis,student2000@university.com,Male,24,Engineering,58.61,53.43,54.42,75.4,91.12,2.25,65.26,73.03,F,23.9,No,Yes,,Low,1,5.7
S3001,Maria,Jones,student2001@university.com,Female,24,CS,74.31,96.12,76.27,86.32,57.99,8.51,66.4,93.95,A,20.4,No,Yes,High School,Medium,8,7.3
S3002,Emma,Brown,student2002@university.com,Male,23,Engineering,86.7,65.95,75.31,67.48,97.21,0.65,84.85,75.26,A,14.4,No,Yes,PhD,Low,1,4.7
S3003,Liam,Williams,student2003@university.com,Male,19,Business,88.7,42.52,77.84,87.44,70.54,4.07,63.54,97.05,A,12.7,No,Yes,Bachelor's,High,1,6.4
S3004,Liam,Williams,student2004@university.com,Female,18,CS,89.23,48.33,49.53,71.92,93.02,7.48,64.3,57.39,B,24.7,No,Yes,Bachelor's,Low,2,5.4
S3005,John,Brown,student2005@university.com,Male,23,CS,61.41,44.74,57.14,58.59,61.02,0.04,78.52,64.01,D,19.9,No,Yes,Master's,Low,5,8.6
S3006,Liam,Williams,student2006@university.com,Female,20,CS,59.63,75.33,52.58,54.53,51.45,8.78,59.67,82.83,D,5.9,Yes,No,,High,4,8.1
S3007,Omar,Smith,student2007@university.com,Male,22,Engineering,79.5,51.2,72.43,85.53,78.67,7.06,68.24,64.16,F,5.5,No,Yes,,Medium,4,6.4
S3008,Ahmed,Williams,student2008@university.com,Male,21,Business,87.05,69.91,67.66,69.29,66.23,0.73,52.9,67.36,A,26.0,No,Yes,PhD,Medium,1,6.3
S3009,Ali,Williams,student2009@university.com,Female,24,CS,65.96,62.2,59.82,95.64,99.22,8.95,97.63,95.05,C,7.2,Yes,Yes,,High,1,8.2
S3010,Omar,Brown,student2010@university.com,Female,20,Engineering,,88.23,87.16,77.01,55.22,4.87,65.87,76.93,A,18.0,Yes,Yes,PhD,High,10,7.5
S3011,Ahmed,Brown,student2011@university.com,Female,22,Mathematics,85.84,59.23,45.64,67.42,52.37,6.52,92.5,66.73,B,20.2,No,Yes,Master's,High,2,7.4
S3012,Emma,Williams,student2012@university.com,Female,24,CS,64.98,67.5,98.49,67.45,52.25,8.82,76.5,88.84,F,27.9,No,Yes,High School,High,2,6.7
S3013,Liam,Johnson,student2013@university.com,Male,19,Engineering,58.32,83.28,46.99,56.57,60.84,8.81,61.41,53.53,D,17.9,Yes,Yes,None,Low,1,8.3
S3014,Emma,Brown,student2014@university.com,Female,24,Mathematics,57.39,66.0,86.38,79.69,78.96,4.09,59.67,78.18,C,9.9,Yes,Yes,Bachelor's,Medium,10,4.9
S3015,Liam,Jones,student2015@university.com,Male,18,Mathematics,65.75,87.59,62.09,79.11,75.28,2.38,84.75,54.98,C,11.5,Yes,Yes,,Medium,8,8.3
S3016,Ali,Jones,student2016@university.com,Male,18,CS,79.63,79.7,91.92,90.0,67.5,2.57,98.24,58.84,B,6.2,No,Yes,Bachelor's,Medium,3,6.6
S3017,Sara,Smith,student2017@university.com,Male,22,CS,67.92,64.63,44.45,60.06,54.44,7.66,59.15,53.12,F,10.6,No,Yes,Bachelor's,Medium,8,7.1
S3018,Ali,Williams,student2018@university.com,Male,20,CS,51.03,70.24,62.48,64.54,61.69,9.29,55.77,95.08,C,25.4,No,Yes,None,High,5,8.8
S3019,Maria,Johnson,student2019@university.com,Male,21,Business,54.85,98.03,60.13,54.86,59.21,0.72,69.35,52.41,F,23.9,No,Yes,Master's,Low,3,6.1
S3020,Omar,Smith,student2020@university.com,Male,19,Business,64.53,79.7,99.59,64.77,87.28,0.15,69.69,75.82,B,7.0,Yes,Yes,None,Medium,6,7.3
S3021,John,Williams,student2021@university.com,Female,22,Engineering,82.99,94.3,99.13,71.41,89.0,8.23,90.31,61.25,C,17.0,No,Yes,,Medium,2,6.6
S3022,Sara,Brown,student2022@university.com,Male,19,CS,54.93,50.73,51.39,98.2,88.85,3.87,73.44,69.18,C,12.5,No,Yes,High School,Low,1,8.7
S3023,Ali,Jones,student2023@university.com,Male,18,CS,78.03,68.99,77.8,82.65,98.45,2.76,53.12,74.68,B,21.2,Yes,Yes,High School,Low,9,6.4
S3024,Ahmed,Davis,student2024@university.com,Male,23,Engineering,55.99,94.52,72.13,89.14,94.21,1.88,96.03,72.5,D,29.0,No,Yes,,Medium,3,5.3
S3025,Sara,Johnson,student2025@university.com,Female,23,Engineering,60.58,59.36,49.26,66.28,74.89,3.46,68.66,87.4,D,20.8,No,No,,High,7,6.4
S3026,Omar,Davis,student2026@university.com,Female,21,Business,58.61,98.06,50.07,57.23,70.75,9.71,83.43,95.59,C,23.6,No,Yes,PhD,Medium,9,8.6
S3027,Liam,Jones,student2027@university.com,Male,19,Engineering,53.36,45.82,99.36,62.84,95.79,9.77,83.37,65.01,D,15.0,No,Yes,Bachelor's,Medium,4,6.5
S3028,Sara,Davis,student2028@university.com,Female,22,CS,83.57,94.16,67.16,62.82,80.56,3.32,52.82,51.23,C,5.8,No,Yes,PhD,Medium,9,4.7
S3029,Liam,Brown,student2029@university.com,Male,21,CS,,66.71,47.55,79.16,64.72,9.64,50.18,94.7,F,15.5,Yes,Yes,PhD,High,4,6.7
S3030,Omar,Williams,student2030@university.com,Female,24,CS,91.55,44.42,52.89,,78.22,3.0,54.4,98.94,A,17.8,No,Yes,None,Low,2,5.9
S3031,Ali,Brown,student2031@university.com,Male,24,CS,54.94,92.77,56.1,92.87,99.61,8.54,97.83,71.67,F,17.3,No,Yes,None,Medium,6,7.2
S3032,Omar,Davis,student2032@university.com,Female,20,CS,57.24,55.12,70.66,99.43,92.47,2.12,89.7,72.79,D,10.8,Yes,Yes,,Medium,9,5.2
S3033,Sara,Brown,student2033@university.com,Female,23,CS,65.32,41.34,60.13,67.16,64.06,8.26,56.6,57.21,C,16.9,No,Yes,High School,Medium,3,5.6
S3034,Ahmed,Jones,student2034@university.com,Female,22,CS,88.29,48.15,67.3,85.25,97.65,3.54,80.74,73.78,A,22.9,No,Yes,Master's,Low,2,6.6
S3035,Emma,Johnson,student2035@university.com,Male,19,CS,65.29,79.55,49.99,82.87,99.07,1.96,80.6,65.17,A,12.8,No,Yes,Bachelor's,High,5,4.6
S3036,Sara,Brown,student2036@university.com,Male,21,Business,70.42,98.67,59.6,59.72,61.56,9.35,50.03,99.72,C,20.9,No,Yes,High School,Low,7,5.1
S3037,Omar,Jones,student2037@university.com,Male,22,CS,65.08,46.69,44.22,95.9,94.78,2.14,71.45,59.24,C,8.8,No,Yes,None,Low,6,8.0
S3038,Emma,Johnson,student2038@university.com,Female,21,Engineering,54.01,67.72,93.38,,94.16,9.92,85.59,68.93,D,12.0,Yes,Yes,PhD,Low,4,8.7
S3039,Omar,Williams,student2039@university.com,Female,21,Business,,50.84,51.93,86.85,51.99,1.09,59.34,80.83,A,27.1,Yes,Yes,None,Medium,9,8.8
S3040,Ahmed,Davis,student2040@university.com,Male,21,Engineering,77.43,84.7,85.41,67.38,83.48,0.1,92.55,67.26,A,20.7,No,Yes,,Medium,1,8.7
S3041,Omar,Williams,student2041@university.com,Female,19,Mathematics,89.39,47.08,60.97,68.35,65.26,8.71,83.02,73.72,A,7.1,Yes,No,PhD,Low,10,8.7
S3042,Ali,Smith,student2042@university.com,Male,22,CS,82.92,54.39,68.46,72.77,83.73,5.87,50.35,98.67,F,11.6,No,Yes,Master's,Low,1,8.1
S3043,John,Jones,student2043@university.com,Male,18,Business,,51.78,57.48,93.23,95.68,4.22,92.75,75.4,B,29.8,No,Yes,PhD,Low,7,7.7
S3044,Liam,Johnson,student2044@university.com,Male,18,Mathematics,54.48,73.15,81.79,57.01,74.94,0.82,50.97,95.52,C,11.8,No,Yes,,Medium,5,5.2
S3045,Liam,Brown,student2045@university.com,Male,19,Business,82.14,92.39,90.67,52.73,70.72,5.75,94.4,52.15,D,19.5,No,Yes,High School,High,4,6.2
S3046,Sara,Williams,student2046@university.com,Female,24,CS,57.77,70.67,57.18,,96.08,3.94,66.69,55.99,D,18.8,No,Yes,None,Low,5,6.0
S3047,John,Johnson,student2047@university.com,Female,19,CS,70.72,43.49,54.53,52.78,98.71,4.84,84.93,97.23,D,15.1,No,Yes,Bachelor's,Medium,3,7.7
S3048,Omar,Jones,student2048@university.com,Female,23,CS,81.46,73.8,80.89,84.38,53.11,6.3,89.37,56.44,A,5.8,No,No,,Low,1,6.4
S3049,Ahmed,Smith,student2049@university.com,Male,21,Engineering,89.11,87.85,51.71,88.02,96.14,6.4,64.06,86.83,B,12.1,No,Yes,Bachelor's,Medium,9,5.8
S3050,Sara,Williams,student2050@university.com,Female,22,Business,84.25,47.93,78.39,92.74,54.14,9.61,67.82,72.3,B,28.8,No,Yes,,Medium,5,8.1
S3051,Omar,Davis,student2051@university.com,Male,22,CS,,44.36,45.67,87.19,66.86,6.55,75.48,70.34,A,5.5,Yes,Yes,High School,Medium,10,7.7
S3052,Emma,Johnson,student2052@university.com,Male,20,Engineering,57.45,51.27,77.21,95.82,88.13,3.39,79.13,82.96,C,22.9,No,Yes,,Low,6,5.8
S3053,Maria,Davis,student2053@university.com,Male,20,Engineering,67.31,84.77,70.8,87.42,88.85,3.3,64.6,86.38,B,27.3,Yes,No,,High,8,6.1
S3054,Omar,Johnson,student2054@university.com,Male,18,Engineering,,75.5,46.83,96.8,86.29,4.77,99.62,96.6,F,24.1,No,Yes,High School,High,10,8.5
S3055,John,Johnson,student2055@university.com,Male,20,Business,85.97,72.44,78.95,59.66,51.96,2.59,86.85,62.84,A,13.1,Yes,Yes,,High,6,7.7
S3056,Sara,Jones,student2056@university.com,Male,20,Business,,54.97,66.79,74.99,56.65,3.76,63.71,84.9,B,18.0,No,Yes,None,Medium,10,7.4
S3057,John,Jones,student2057@university.com,Female,18,CS,63.21,59.93,53.03,99.7,96.81,8.42,82.02,67.11,C,26.7,No,No,PhD,Low,3,7.6
S3058,Sara,Jones,student2058@university.com,Female,23,Engineering,54.38,97.95,61.2,84.08,54.07,8.6,71.77,85.88,C,29.4,No,Yes,,Medium,8,4.5
S3059,Omar,Brown,student2059@university.com,Female,24,CS,73.78,54.44,69.53,93.93,53.93,6.28,93.02,57.11,C,7.4,Yes,Yes,High School,Medium,2,6.8
S3060,Ali,Johnson,student2060@university.com,Female,18,Engineering,92.83,94.1,45.49,51.52,91.78,5.83,66.45,72.88,A,8.1,No,Yes,,High,7,5.5
S3061,Emma,Williams,student2061@university.com,Male,24,Mathematics,77.6,74.83,97.46,93.59,82.06,4.27,59.39,59.18,C,28.9,Yes,Yes,PhD,Low,6,4.4
S3062,Omar,Davis,student2062@university.com,Male,20,Business,52.34,47.4,79.93,84.89,67.58,6.36,52.31,66.82,C,26.8,No,No,None,High,2,7.7
S3063,Liam,Jones,student2063@university.com,Female,22,Engineering,98.71,68.04,46.15,58.54,58.29,8.06,99.22,85.78,A,10.3,No,Yes,,Medium,4,5.5
S3064,John,Jones,student2064@university.com,Female,20,CS,91.43,96.91,89.37,51.28,94.21,7.38,67.96,61.67,A,29.3,No,Yes,,Low,3,5.6
S3065,Maria,Davis,student2065@university.com,Female,21,CS,56.58,65.11,59.35,63.0,99.43,0.35,61.03,84.24,C,10.2,No,Yes,PhD,Low,1,7.2
S3066,Maria,Davis,student2066@university.com,Female,24,Engineering,96.09,91.8,75.81,95.79,52.5,7.31,74.59,74.8,B,7.2,Yes,Yes,Master's,High,3,7.3
S3067,Ahmed,Johnson,student2067@university.com,Female,24,CS,72.53,55.39,56.63,83.41,77.71,7.2,64.58,54.6,A,22.0,No,Yes,None,Low,7,6.4
S3068,Sara,Jones,student2068@university.com,Female,21,Engineering,68.59,74.26,84.0,95.97,63.07,0.99,61.65,69.33,B,18.5,Yes,Yes,Master's,Medium,6,6.8
S3069,John,Davis,student2069@university.com,Female,21,CS,73.05,90.63,83.38,72.31,91.62,1.5,80.82,93.46,F,11.0,Yes,Yes,,Medium,3,8.2
S3070,Ahmed,Brown,student2070@university.com,Female,23,CS,91.73,95.24,73.12,96.83,67.3,7.88,53.74,99.46,B,28.2,No,Yes,Master's,Low,2,4.5
S3071,John,Brown,student2071@university.com,Male,19,CS,,69.15,54.46,73.15,85.73,5.59,75.45,68.45,D,15.1,No,Yes,PhD,Medium,6,4.3
S3072,Liam,Jones,student2072@university.com,Male,21,Mathematics,52.96,78.38,55.22,60.21,76.98,8.22,69.37,52.74,D,15.1,No,Yes,Bachelor's,Low,7,7.3
S3073,Sara,Davis,student2073@university.com,Male,24,Business,97.88,40.18,62.97,57.57,77.08,1.85,76.63,56.51,B,20.8,No,Yes,High School,Medium,2,7.0
S3074,Omar,Johnson,student2074@university.com,Male,22,CS,,55.19,48.7,99.69,92.9,0.31,66.02,89.41,B,10.8,No,Yes,Bachelor's,Medium,7,4.9
S3075,Omar,Johnson,student2075@university.com,Female,24,CS,87.28,56.72,60.26,66.69,73.52,1.62,78.52,82.79,A,19.7,No,Yes,Bachelor's,Low,3,6.6
S3076,Maria,Johnson,student2076@university.com,Male,24,Engineering,81.81,45.61,81.06,58.0,92.28,4.53,54.09,64.25,D,14.1,Yes,Yes,PhD,Medium,6,7.7
S3077,Omar,Smith,student2077@university.com,Female,23,CS,59.38,56.78,89.85,50.42,68.17,5.23,68.81,69.56,D,22.4,Yes,Yes,Bachelor's,High,5,7.7
S3078,Omar,Jones,student2078@university.com,Male,19,Engineering,58.54,59.27,59.95,64.28,58.74,8.58,61.87,90.56,C,11.2,Yes,Yes,Bachelor's,Low,1,7.0
S3079,Liam,Johnson,student2079@university.com,Female,19,Business,93.52,98.13,54.02,94.46,72.77,7.16,71.9,70.66,B,9.6,Yes,Yes,PhD,Medium,9,4.7
S3080,Ali,Brown,student2080@university.com,Female,21,Engineering,70.98,80.12,89.96,,74.92,9.9,69.92,87.79,D,11.2,No,Yes,High School,Low,4,5.5
S3081,Maria,Davis,student2081@university.com,Male,20,Engineering,82.73,65.56,93.44,81.62,73.92,0.79,81.56,64.76,B,28.4,No,Yes,High School,High,5,6.0
S3082,Ahmed,Williams,student2082@university.com,Male,24,Engineering,75.2,99.28,64.6,,90.42,1.3,81.44,86.24,F,26.2,No,Yes,,High,3,7.9
S3083,Emma,Williams,student2083@university.com,Female,18,Mathematics,86.37,49.19,41.61,75.64,78.23,0.84,70.67,73.32,B,25.7,Yes,Yes,,Medium,7,6.7
S3084,Ali,Johnson,student2084@university.com,Female,20,Mathematics,,68.56,81.7,,94.42,5.38,59.08,77.27,A,24.5,No,Yes,PhD,Low,10,7.7
S3085,Ahmed,Williams,student2085@university.com,Female,20,Engineering,64.37,78.82,87.04,66.19,75.71,2.67,79.1,79.94,A,20.9,No,Yes,Master's,High,4,8.6
S3086,Sara,Williams,student2086@university.com,Male,19,CS,68.17,43.33,41.08,,61.24,6.84,98.33,72.53,A,7.5,No,Yes,None,Medium,4,7.1
S3087,Ali,Smith,student2087@university.com,Male,19,Engineering,92.95,83.02,75.7,53.94,56.47,1.33,59.27,73.31,B,13.1,No,Yes,PhD,Medium,9,5.2
S3088,Liam,Brown,student2088@university.com,Female,23,CS,73.4,45.99,75.3,86.24,93.42,1.03,53.45,63.29,B,19.0,No,Yes,,Low,3,4.7
S3089,Ahmed,Brown,student2089@university.com,Male,23,Engineering,60.67,48.42,62.72,83.03,52.81,4.6,63.23,99.29,C,7.6,No,Yes,Bachelor's,Medium,5,4.0
S3090,Sara,Smith,student2090@university.com,Female,19,Engineering,96.73,49.58,84.99,59.58,55.88,3.76,70.65,95.29,B,5.8,Yes,Yes,High School,Medium,3,4.9
S3091,Maria,Smith,student2091@university.com,Male,22,CS,89.83,95.73,65.69,69.44,53.18,8.29,65.31,76.37,B,7.3,No,Yes,Bachelor's,Low,2,5.3
S3092,Emma,Williams,student2092@university.com,Male,22,CS,52.78,80.99,80.61,65.64,71.19,8.38,91.74,51.73,F,7.7,No,Yes,None,Low,6,5.3
S3093,Sara,Jones,student2093@university.com,Male,18,Engineering,99.95,79.33,71.03,54.72,76.63,1.17,74.65,58.42,B,7.7,No,No,Master's,Medium,8,7.3
S3094,Omar,Davis,student2094@university.com,Male,19,Business,84.75,73.33,54.91,79.24,50.99,8.12,62.31,92.7,B,9.8,No,Yes,Master's,Medium,5,4.8
S3095,John,Davis,student2095@university.com,Male,21,Engineering,58.01,57.57,76.39,99.68,75.78,5.64,97.51,96.54,C,17.5,No,Yes,PhD,Low,2,6.2
S3096,Sara,Williams,student2096@university.com,Female,23,Engineering,61.86,77.25,84.21,,69.69,5.04,56.25,58.06,D,12.1,No,Yes,None,Low,5,4.0
S3097,Sara,Davis,student2097@university.com,Female,19,CS,84.62,64.61,98.43,77.26,88.68,0.95,56.15,86.73,D,26.5,Yes,Yes,PhD,Low,10,5.3
S3098,Emma,Smith,student2098@university.com,Male,22,Engineering,88.99,48.72,62.81,52.02,91.5,7.4,62.26,81.15,B,26.9,Yes,Yes,None,High,6,4.2
S3099,John,Brown,student2099@university.com,Female,19,Engineering,61.95,81.38,43.87,56.96,84.25,0.6,53.84,65.17,F,28.0,No,Yes,None,Low,1,7.5
S3100,Omar,Davis,student2100@university.com,Female,22,Engineering,62.85,47.77,99.28,75.66,73.67,2.78,87.58,71.8,A,16.8,No,Yes,Master's,High,3,5.8
S3101,Ahmed,Williams,student2101@university.com,Male,19,CS,65.36,51.44,77.43,99.26,60.81,0.95,65.64,83.86,C,24.4,No,Yes,None,Medium,7,6.4
S3102,Ahmed,Jones,student2102@university.com,Female,24,Engineering,,89.06,96.79,93.83,92.36,5.31,86.49,55.06,A,19.8,No,Yes,None,Medium,9,7.8
S3103,Sara,Williams,student2103@university.com,Male,21,CS,58.59,79.61,46.23,67.01,67.08,6.45,88.14,59.45,D,8.6,No,Yes,,High,8,8.3
S3104,Liam,Johnson,student2104@university.com,Female,18,CS,55.21,77.86,60.52,77.15,67.81,8.91,61.88,51.67,D,20.9,No,Yes,None,Low,4,6.6
S3105,Liam,Williams,student2105@university.com,Female,24,Mathematics,83.94,65.09,48.04,,95.8,7.34,75.92,95.11,F,25.9,Yes,Yes,,Medium,6,7.2
S3106,John,Smith,student2106@university.com,Female,21,CS,88.95,63.78,90.13,84.27,98.78,9.61,75.98,78.69,A,13.7,No,Yes,Master's,Medium,10,7.7
S3107,John,Brown,student2107@university.com,Female,22,CS,,81.42,92.82,84.39,94.91,7.61,93.57,76.17,F,23.7,Yes,Yes,Master's,High,9,5.4
S3108,Omar,Brown,student2108@university.com,Female,23,Engineering,68.19,84.4,70.08,89.49,99.91,2.98,51.28,85.31,D,24.4,No,Yes,Bachelor's,Low,7,7.5
S3109,Emma,Davis,student2109@university.com,Female,23,Business,71.6,70.61,51.2,51.25,93.45,5.48,65.84,99.42,C,21.1,No,Yes,PhD,Medium,10,7.3
S3110,Maria,Smith,student2110@university.com,Female,20,Engineering,69.42,98.16,47.63,97.18,85.22,4.58,94.12,58.61,B,27.1,No,No,None,High,2,6.2
S3111,Ahmed,Johnson,student2111@university.com,Male,21,Business,98.0,97.34,75.29,53.5,64.69,5.66,61.84,56.66,B,8.6,No,Yes,Bachelor's,Low,6,5.7
S3112,Emma,Smith,student2112@university.com,Male,19,Business,88.4,64.75,70.38,73.81,97.65,5.72,56.84,64.74,A,26.1,No,Yes,,High,8,8.9
S3113,Ali,Williams,student2113@university.com,Male,18,CS,60.4,89.24,81.69,95.98,93.83,7.02,78.81,95.2,C,20.3,No,Yes,Master's,High,1,8.9
S3114,Ahmed,Smith,student2114@university.com,Male,19,CS,69.21,72.6,58.31,74.38,62.04,0.83,65.29,70.57,B,26.4,Yes,Yes,Master's,Low,1,7.5
S3115,Emma,Smith,student2115@university.com,Female,19,CS,77.2,70.71,64.14,53.18,74.46,7.47,73.36,89.67,F,18.3,No,Yes,None,Low,1,5.9
S3116,Ahmed,Johnson,student2116@university.com,Female,21,Business,80.65,43.3,41.28,61.46,53.5,1.44,91.0,60.15,B,13.2,No,Yes,Bachelor's,Low,4,7.8
S3117,Maria,Williams,student2117@university.com,Female,18,CS,73.41,74.44,76.61,78.93,97.67,0.26,76.03,74.68,D,27.4,Yes,Yes,Bachelor's,Low,2,7.4
S3118,Ali,Jones,student2118@university.com,Male,20,CS,90.51,94.03,65.39,54.39,78.64,5.19,75.79,56.37,A,26.9,No,Yes,High School,Medium,7,6.7
S3119,Liam,Jones,student2119@university.com,Male,24,Engineering,88.38,86.81,95.19,71.18,62.26,5.81,63.91,70.64,B,11.7,No,No,PhD,High,4,4.7
S3120,Liam,Brown,student2120@university.com,Male,19,Engineering,,87.18,78.51,66.45,64.62,0.35,89.64,63.11,A,23.6,No,Yes,Master's,Medium,7,8.7
S3121,Maria,Davis,student2121@university.com,Female,18,Engineering,92.72,49.6,63.92,90.76,99.03,5.15,86.99,77.47,A,7.3,No,Yes,High School,Medium,10,5.2
S3122,Omar,Smith,student2122@university.com,Male,20,Engineering,87.55,61.51,55.82,55.51,80.78,5.35,61.71,89.02,A,7.1,Yes,Yes,None,Low,2,6.0
S3123,Ali,Brown,student2123@university.com,Female,24,CS,,53.99,94.32,84.14,71.03,0.52,66.0,96.92,F,17.8,No,Yes,High School,Medium,3,5.7
S3124,Sara,Johnson,student2124@university.com,Male,19,Engineering,97.82,58.95,40.98,70.33,74.99,7.12,89.43,64.19,A,5.9,No,Yes,Master's,Medium,1,4.8
S3125,Emma,Jones,student2125@university.com,Female,18,Engineering,63.32,74.77,59.61,79.39,54.93,2.1,67.89,87.16,A,15.8,Yes,Yes,,Medium,9,4.1
S3126,Ali,Smith,student2126@university.com,Male,24,Mathematics,,61.89,96.61,60.28,53.75,7.94,70.18,94.28,D,24.8,No,Yes,,Medium,6,8.6
S3127,Omar,Johnson,student2127@university.com,Female,21,CS,,73.64,79.24,80.49,79.64,3.11,68.22,56.24,F,27.2,No,Yes,High School,High,10,7.7
S3128,Omar,Davis,student2128@university.com,Male,23,Business,88.61,66.31,71.96,83.7,75.6,4.78,58.08,79.3,B,11.4,Yes,Yes,Master's,Medium,10,4.1
S3129,Maria,Johnson,student2129@university.com,Male,23,Engineering,96.33,57.2,52.21,53.51,67.96,8.92,67.04,80.59,A,6.9,No,Yes,,Low,7,7.4
S3130,Ahmed,Smith,student2130@university.com,Female,19,CS,53.16,45.72,90.0,91.22,78.31,8.06,90.15,63.62,C,20.8,Yes,Yes,High School,Low,4,4.6
S3131,Ali,Davis,student2131@university.com,Female,19,Business,,93.51,52.25,93.06,53.63,7.82,74.55,51.13,F,11.6,Yes,Yes,Bachelor's,Low,4,7.6
S3132,Emma,Johnson,student2132@university.com,Male,24,CS,57.23,40.68,54.9,53.18,97.2,1.6,72.91,62.84,D,5.6,No,Yes,,Low,10,6.5
S3133,Ali,Davis,student2133@university.com,Female,18,Mathematics,75.19,40.1,51.51,80.16,64.69,0.48,57.82,79.24,B,8.3,No,Yes,PhD,Low,10,8.9
S3134,John,Smith,student2134@university.com,Male,23,Business,,89.61,49.49,79.7,53.59,6.06,58.88,59.82,B,28.5,Yes,Yes,PhD,Medium,8,6.2
S3135,Ahmed,Smith,student2135@university.com,Female,19,CS,56.4,99.81,97.2,50.62,58.48,4.11,52.15,64.37,D,26.9,Yes,No,High School,Low,1,7.7
S3136,Emma,Davis,student2136@university.com,Male,20,CS,50.61,83.63,76.12,67.12,54.77,9.09,50.7,85.4,F,25.7,No,No,PhD,Medium,7,4.2
S3137,Liam,Williams,student2137@university.com,Female,19,CS,81.51,40.92,78.27,98.45,58.93,3.5,74.4,69.92,B,13.5,Yes,No,,Low,4,8.7
S3138,Emma,Brown,student2138@university.com,Male,23,CS,67.95,53.6,97.26,77.77,70.84,4.11,70.46,53.27,C,22.9,Yes,Yes,Bachelor's,Medium,4,6.8
S3139,Sara,Johnson,student2139@university.com,Male,22,CS,55.26,98.31,53.83,96.66,86.9,5.26,63.77,69.96,F,28.9,No,Yes,PhD,High,8,5.6
S3140,Maria,Johnson,student2140@university.com,Male,23,CS,66.14,88.52,40.36,83.78,63.62,7.96,99.5,99.99,B,19.2,No,Yes,PhD,Medium,6,4.6
S3141,Sara,Williams,student2141@university.com,Female,20,Engineering,58.45,74.01,75.93,51.42,71.8,2.68,69.9,63.05,F,13.3,No,Yes,,Medium,5,7.2
S3142,Emma,Williams,student2142@university.com,Male,18,CS,97.08,54.21,70.47,53.89,96.44,9.42,89.44,63.26,A,25.0,No,Yes,None,Medium,9,7.7
S3143,Ahmed,Williams,student2143@university.com,Female,20,Business,,40.86,68.66,86.11,64.79,5.4,60.53,58.49,C,15.8,Yes,Yes,High School,Low,2,4.4
S3144,Ali,Jones,student2144@university.com,Female,22,Business,66.7,41.25,43.71,77.73,89.74,8.41,62.35,63.58,F,19.4,No,Yes,,Low,7,4.8
S3145,Liam,Jones,student2145@university.com,Female,22,Engineering,91.99,76.72,67.27,56.36,57.89,5.26,78.42,78.74,B,18.5,No,Yes,,High,2,5.9
S3146,Ali,Davis,student2146@university.com,Male,19,Business,,41.31,57.25,80.7,58.92,7.72,50.2,98.23,A,10.4,No,No,Bachelor's,Medium,5,8.3
S3147,Ahmed,Jones,student2147@university.com,Female,19,CS,85.51,99.62,56.47,,72.81,0.51,50.87,80.38,B,5.0,Yes,Yes,High School,Low,3,8.9
S3148,Emma,Smith,student2148@university.com,Female,23,CS,,51.0,53.34,87.65,61.71,7.99,57.11,70.49,B,30.0,No,Yes,High School,Low,9,7.7
S3149,Omar,Davis,student2149@university.com,Female,21,Engineering,,82.64,59.95,62.31,95.15,5.24,61.16,69.48,F,15.4,No,No,Master's,Medium,6,4.0
S3150,Ali,Johnson,student2150@university.com,Male,20,Engineering,60.35,49.3,61.19,62.91,52.54,4.49,76.39,51.21,C,12.1,Yes,No,None,High,6,8.5
S3151,Omar,Brown,student2151@university.com,Female,23,Engineering,99.45,72.41,58.53,98.39,79.86,1.12,84.31,50.13,B,24.1,No,Yes,Master's,Medium,3,4.1
S3152,Ali,Smith,student2152@university.com,Female,21,Business,91.55,44.84,98.73,94.37,80.21,7.42,65.59,89.86,B,19.8,Yes,Yes,,Low,9,8.5
S3153,Ali,Johnson,student2153@university.com,Female,23,Mathematics,79.45,86.01,95.96,65.92,53.3,1.31,61.95,74.51,F,27.0,No,Yes,,Medium,7,6.1
S3154,Liam,Johnson,student2154@university.com,Female,22,Engineering,83.12,75.1,74.47,91.2,86.63,1.92,91.14,51.66,B,24.5,No,Yes,,Low,5,7.7
S3155,Maria,Davis,student2155@university.com,Male,19,Business,82.44,45.17,98.86,58.09,73.44,1.26,58.14,64.3,D,12.0,No,Yes,PhD,Low,10,4.4
S3156,Maria,Williams,student2156@university.com,Male,19,CS,52.92,90.92,99.47,,86.15,0.07,83.92,67.83,F,19.8,No,Yes,Master's,Low,7,4.8
S3157,John,Williams,student2157@university.com,Female,23,CS,60.9,72.82,61.36,59.06,91.35,6.62,96.57,89.16,D,17.6,Yes,Yes,,Medium,10,6.3
S3158,Sara,Smith,student2158@university.com,Female,19,Business,98.07,95.3,66.71,54.39,66.14,2.71,61.61,71.72,A,28.9,Yes,Yes,PhD,Medium,2,4.2
S3159,Ahmed,Williams,student2159@university.com,Female,18,Engineering,76.72,95.0,97.54,92.73,74.22,1.49,54.35,89.47,A,11.0,No,Yes,High School,Medium,6,5.9
S3160,Ahmed,Johnson,student2160@university.com,Female,23,Engineering,,95.23,76.52,78.94,63.04,3.2,98.99,81.69,C,12.1,Yes,Yes,None,Medium,5,7.8
S3161,Ahmed,Williams,student2161@university.com,Male,22,CS,88.1,44.67,52.78,62.95,60.08,4.99,63.54,51.66,B,28.0,Yes,Yes,High School,Medium,6,7.3
S3162,John,Jones,student2162@university.com,Male,24,Engineering,76.23,47.26,81.36,92.43,50.03,5.03,63.78,98.43,F,16.4,No,Yes,High School,High,8,5.8
S3163,Maria,Williams,student2163@university.com,Male,23,CS,50.66,99.26,52.34,90.13,98.18,3.67,74.19,59.07,C,16.4,No,Yes,None,Low,3,4.0
S3164,Emma,Johnson,student2164@university.com,Male,23,Engineering,86.81,69.26,60.36,55.05,72.05,4.95,61.55,63.78,B,26.7,Yes,No,None,Low,10,5.3
S3165,Omar,Davis,student2165@university.com,Female,19,CS,86.61,54.29,53.65,,50.65,4.27,99.64,90.46,A,12.4,No,Yes,,Low,8,7.9
S3166,Liam,Smith,student2166@university.com,Female,22,CS,58.26,86.18,54.7,86.09,50.45,8.23,52.15,59.49,D,22.4,Yes,Yes,,Low,9,5.7
S3167,Omar,Brown,student2167@university.com,Male,23,CS,97.83,55.86,40.28,85.79,64.42,0.3,72.57,70.05,A,23.0,No,Yes,Bachelor's,Low,5,5.9
S3168,Emma,Williams,student2168@university.com,Male,19,CS,61.2,83.63,92.84,86.16,50.7,8.68,77.42,93.25,B,16.1,Yes,Yes,PhD,High,5,4.4
S3169,Liam,Johnson,student2169@university.com,Female,20,Business,72.89,90.24,57.76,58.47,68.73,2.44,73.35,81.86,B,13.3,No,Yes,,Low,7,7.0
S3170,John,Brown,student2170@university.com,Female,22,CS,,87.06,45.18,,53.15,7.22,76.03,65.1,C,23.7,Yes,No,Master's,Low,4,7.1
S3171,Emma,Brown,student2171@university.com,Female,21,CS,80.16,56.44,45.22,92.21,51.96,4.05,99.38,82.2,B,11.4,No,Yes,,Medium,3,6.2
S3172,Ahmed,Jones,student2172@university.com,Female,18,Engineering,68.77,64.1,73.36,94.92,83.47,2.94,93.85,90.63,F,25.5,No,Yes,PhD,Low,3,7.8
S3173,Sara,Brown,student2173@university.com,Female,21,Engineering,,64.8,99.58,63.96,95.34,6.15,65.42,70.19,F,15.4,No,Yes,PhD,Low,9,8.4
S3174,Ali,Davis,student2174@university.com,Male,24,CS,91.35,69.48,48.7,51.15,70.47,7.69,77.57,78.58,B,5.5,No,Yes,PhD,Low,10,7.8
S3175,Omar,Johnson,student2175@university.com,Male,22,CS,50.48,50.04,45.98,92.99,91.84,4.5,50.02,99.4,C,19.2,No,Yes,None,High,1,6.7
S3176,Maria,Johnson,student2176@university.com,Female,23,Mathematics,89.9,67.15,66.3,68.85,51.46,4.67,70.48,98.23,A,9.9,No,Yes,None,Low,9,8.7
S3177,Maria,Williams,student2177@university.com,Female,19,Engineering,78.57,70.65,73.8,,88.88,0.59,58.19,75.45,D,16.7,No,Yes,PhD,Low,8,5.9
S3178,John,Williams,student2178@university.com,Male,24,CS,99.3,71.9,57.66,67.35,53.14,9.24,85.57,54.81,A,25.2,No,Yes,,High,1,7.3
S3179,Liam,Williams,student2179@university.com,Female,22,Engineering,79.47,89.19,58.15,70.78,91.92,8.47,61.05,85.03,F,9.8,No,Yes,None,Low,8,6.9
S3180,Maria,Davis,student2180@university.com,Male,18,CS,,71.04,65.47,68.91,94.12,3.98,87.44,63.43,F,10.2,No,Yes,PhD,Medium,4,8.2
S3181,Ahmed,Brown,student2181@university.com,Male,22,CS,52.53,53.85,58.85,78.32,89.3,7.65,65.66,83.47,D,16.8,No,No,Master's,Low,6,6.5
S3182,Omar,Brown,student2182@university.com,Male,24,Engineering,,79.79,94.92,53.95,91.04,3.13,96.29,67.59,F,16.9,Yes,Yes,PhD,Medium,8,6.8
S3183,Emma,Jones,student2183@university.com,Male,19,Business,,87.84,42.52,98.58,78.07,7.3,72.27,85.94,A,16.3,No,Yes,,Medium,1,6.3
S3184,Ahmed,Davis,student2184@university.com,Female,21,CS,67.29,59.16,54.07,96.82,63.24,5.17,91.98,68.37,C,22.4,Yes,Yes,PhD,Low,4,4.7
S3185,John,Williams,student2185@university.com,Female,20,Business,80.9,78.72,88.51,96.72,82.16,4.61,81.41,97.06,F,11.7,No,Yes,,High,2,8.4
S3186,Ahmed,Smith,student2186@university.com,Male,21,CS,74.48,48.82,90.04,93.96,71.98,0.57,98.87,56.83,C,11.5,Yes,Yes,Master's,Medium,1,8.3
S3187,Emma,Jones,student2187@university.com,Female,19,CS,98.36,60.52,46.69,83.02,50.27,9.65,87.14,53.42,A,5.6,No,Yes,Master's,Medium,4,7.5
S3188,Sara,Smith,student2188@university.com,Female,24,CS,97.5,94.55,98.43,61.06,73.84,8.37,86.39,89.06,A,14.5,No,Yes,,Medium,3,5.7
S3189,John,Brown,student2189@university.com,Female,19,CS,99.19,94.68,81.6,52.47,82.56,7.93,63.24,70.07,A,9.9,Yes,Yes,PhD,Medium,9,5.8
S3190,Sara,Jones,student2190@university.com,Female,18,Mathematics,93.32,74.52,56.36,54.97,50.69,3.05,75.24,73.28,B,19.8,No,No,None,Medium,1,4.2
S3191,Ali,Jones,student2191@university.com,Male,22,Engineering,95.48,82.14,67.36,66.2,81.07,2.9,64.51,96.69,A,9.5,No,Yes,Bachelor's,Low,6,4.4
S3192,Sara,Johnson,student2192@university.com,Female,22,CS,60.86,91.24,57.83,75.19,82.63,5.73,50.96,79.5,A,27.4,No,No,Bachelor's,Low,4,6.6
S3193,Ali,Brown,student2193@university.com,Male,21,Mathematics,91.55,97.51,49.0,99.66,57.91,8.46,85.53,83.01,A,26.2,No,Yes,High School,Low,4,4.2
S3194,Ali,Brown,student2194@university.com,Male,24,Business,85.44,69.39,57.47,71.77,71.55,9.35,61.79,50.97,A,24.1,No,Yes,,Low,3,4.5
S3195,Sara,Davis,student2195@university.com,Female,20,Business,98.14,73.69,74.81,76.23,98.22,2.69,69.87,83.53,A,25.2,Yes,Yes,,High,2,5.3
S3196,John,Jones,student2196@university.com,Male,20,Mathematics,78.56,64.94,89.56,84.76,94.21,6.07,64.23,69.42,C,29.0,No,Yes,Bachelor's,High,4,5.9
S3197,Liam,Brown,student2197@university.com,Female,18,CS,54.26,44.32,61.81,59.04,70.54,7.24,59.98,73.01,C,13.0,No,Yes,,Low,7,6.4
S3198,Emma,Jones,student2198@university.com,Female,19,Business,79.87,65.37,60.87,96.64,67.49,2.26,53.36,90.4,F,29.5,No,Yes,Master's,Low,7,5.6
S3199,Ahmed,Davis,student2199@university.com,Male,18,Engineering,84.33,87.44,68.08,76.45,56.2,4.07,66.89,76.19,A,27.3,Yes,Yes,,Medium,1,8.7
S3200,Ahmed,Davis,student2200@university.com,Female,22,Business,61.02,88.29,78.67,63.81,51.76,1.87,54.09,99.34,B,14.0,No,No,Master's,Low,10,8.8
S3201,Emma,Johnson,student2201@university.com,Male,23,Business,69.71,93.54,85.1,96.76,64.87,6.99,77.02,89.84,D,26.6,No,Yes,Master's,Medium,3,4.3
S3202,Omar,Jones,student2202@university.com,Male,23,CS,,43.09,59.61,81.27,97.01,8.64,50.98,86.43,D,27.4,Yes,Yes,High School,Medium,4,8.9
S3203,Omar,Brown,student2203@university.com,Female,23,Business,68.71,71.63,75.18,74.18,97.93,8.78,97.0,79.43,A,5.9,No,Yes,,Medium,3,4.9
S3204,Ali,Brown,student2204@university.com,Female,19,CS,68.75,46.45,63.36,79.01,90.63,6.7,98.32,70.62,F,26.9,Yes,Yes,High School,Medium,6,5.7
S3205,Ali,Jones,student2205@university.com,Female,18,CS,56.65,52.04,82.98,87.42,67.54,3.47,65.23,52.64,C,15.8,No,Yes,Bachelor's,Low,7,8.2
S3206,John,Jones,student2206@university.com,Male,24,CS,97.04,94.01,49.88,57.73,57.18,6.61,63.01,50.92,A,25.3,No,Yes,None,Low,4,7.4
S3207,Maria,Jones,student2207@university.com,Female,21,Mathematics,87.52,69.81,55.42,93.24,79.78,8.64,55.22,52.34,A,7.8,No,Yes,High School,Low,7,4.3
S3208,Sara,Williams,student2208@university.com,Male,22,CS,50.06,85.51,65.56,,82.33,6.26,95.25,97.94,C,9.3,No,Yes,None,Medium,6,7.9
S3209,Ali,Brown,student2209@university.com,Male,23,Engineering,88.28,43.86,93.36,78.35,71.23,4.13,79.34,66.16,A,29.5,No,Yes,,Low,1,7.3
S3210,Ahmed,Davis,student2210@university.com,Female,24,CS,86.99,65.01,74.4,84.11,84.58,9.2,80.51,85.03,B,15.4,Yes,Yes,None,High,1,8.8
S3211,John,Brown,student2211@university.com,Female,20,Mathematics,50.49,80.45,97.92,,87.33,8.35,94.79,79.72,C,25.0,Yes,Yes,,Low,4,8.6
S3212,Sara,Williams,student2212@university.com,Female,18,CS,68.48,48.0,46.2,68.74,89.15,8.82,95.54,78.58,A,23.8,Yes,Yes,PhD,Medium,7,8.9
S3213,John,Jones,student2213@university.com,Male,22,Business,80.34,59.55,67.61,,75.11,9.03,91.42,78.96,B,24.7,No,Yes,Bachelor's,Low,4,6.3
S3214,Sara,Johnson,student2214@university.com,Female,22,Business,72.64,43.87,65.14,84.03,89.58,3.94,88.67,65.11,A,24.1,No,Yes,,High,7,7.5
S3215,Sara,Jones,student2215@university.com,Male,20,Engineering,88.9,79.08,76.01,71.2,51.27,8.6,93.86,94.33,A,27.8,No,Yes,Master's,Low,6,8.8
S3216,Emma,Jones,student2216@university.com,Female,20,CS,,98.25,88.72,83.87,84.02,5.7,93.8,95.96,B,19.8,Yes,Yes,High School,Medium,4,4.0
S3217,Ali,Williams,student2217@university.com,Female,20,Business,57.69,89.62,90.49,76.08,61.78,0.38,68.43,82.23,D,15.6,Yes,Yes,,High,10,7.9
S3218,Liam,Brown,student2218@university.com,Male,23,Mathematics,98.82,98.48,80.21,55.58,63.53,6.36,98.67,93.2,B,28.1,No,Yes,,Low,8,4.3
S3219,John,Jones,student2219@university.com,Male,23,Business,,90.74,78.49,89.79,54.57,4.71,85.46,53.0,D,13.9,No,Yes,Bachelor's,Medium,1,9.0
S3220,Liam,Brown,student2220@university.com,Female,18,CS,85.88,91.31,96.94,78.22,59.62,2.75,68.51,55.02,B,20.8,No,Yes,None,Medium,7,4.1
S3221,John,Smith,student2221@university.com,Female,20,Business,57.16,74.63,63.02,89.79,99.6,9.7,72.1,77.95,C,26.4,Yes,Yes,PhD,Low,1,6.8
S3222,Emma,Davis,student2222@university.com,Female,21,CS,66.45,71.1,89.97,57.75,70.77,0.55,84.36,92.33,C,27.9,No,No,Master's,Medium,6,6.6
S3223,Ahmed,Brown,student2223@university.com,Female,22,Engineering,72.1,64.38,95.29,76.92,96.39,9.46,68.05,65.77,C,28.7,Yes,Yes,High School,Medium,7,5.5
S3224,Liam,Johnson,student2224@university.com,Female,20,Business,59.61,89.09,69.49,88.33,58.14,1.59,91.33,77.4,C,21.5,No,Yes,None,Low,6,7.7
S3225,Ahmed,Davis,student2225@university.com,Male,22,CS,72.5,50.92,83.75,99.42,60.2,3.77,57.4,50.5,C,23.0,No,Yes,Master's,Medium,4,5.3
S3226,Omar,Johnson,student2226@university.com,Male,19,Business,57.86,43.37,62.62,,77.89,4.17,95.38,99.33,D,17.4,No,Yes,Master's,Medium,8,5.5
S3227,Ali,Jones,student2227@university.com,Male,24,Engineering,77.95,96.87,49.53,93.22,67.48,7.31,65.06,88.35,D,12.1,No,Yes,Bachelor's,Medium,8,4.9
S3228,Ali,Davis,student2228@university.com,Male,19,Business,83.19,40.23,75.19,62.37,82.2,2.16,57.64,68.07,C,5.4,No,No,Master's,High,2,7.6
S3229,Maria,Brown,student2229@university.com,Female,20,CS,53.12,98.61,51.79,91.9,71.1,9.86,92.9,99.15,C,10.6,No,Yes,,Medium,1,4.9
S3230,Emma,Davis,student2230@university.com,Male,22,Engineering,93.56,83.73,67.46,58.46,90.58,7.49,61.97,54.62,B,29.5,Yes,Yes,Master's,Medium,8,8.5
S3231,Ahmed,Jones,student2231@university.com,Male,24,Business,59.26,59.71,92.37,59.91,71.58,7.9,92.17,73.21,C,25.2,No,Yes,,High,7,5.4
S3232,Sara,Williams,student2232@university.com,Male,19,CS,61.27,81.87,45.16,55.51,78.62,1.06,64.81,52.94,A,17.0,No,Yes,None,Medium,10,6.6
S3233,John,Johnson,student2233@university.com,Female,20,CS,83.07,89.07,41.83,92.88,66.05,4.76,96.69,66.75,F,13.6,Yes,Yes,Master's,Medium,2,6.4
S3234,Ali,Jones,student2234@university.com,Male,22,Mathematics,73.44,54.72,76.39,55.41,85.2,9.46,60.95,60.97,B,6.6,No,Yes,Bachelor's,Low,5,7.5
S3235,Liam,Williams,student2235@university.com,Female,20,CS,74.97,86.25,59.86,56.91,82.74,2.7,53.48,65.83,C,5.3,Yes,Yes,Master's,Low,5,5.2
S3236,John,Davis,student2236@university.com,Male,23,Mathematics,56.41,88.26,65.08,62.29,69.85,1.45,96.83,97.37,F,23.9,No,Yes,PhD,Medium,7,8.2
S3237,John,Davis,student2237@university.com,Female,22,CS,90.29,54.96,64.34,,63.8,4.85,58.28,71.36,A,29.6,Yes,Yes,PhD,High,2,7.7
S3238,Maria,Jones,student2238@university.com,Male,19,CS,80.85,42.52,45.2,94.01,80.71,9.3,97.21,66.24,C,11.3,No,Yes,High School,Low,9,5.7
S3239,Ahmed,Brown,student2239@university.com,Female,20,Business,,52.25,40.21,70.91,97.16,4.87,91.2,82.04,C,11.9,No,Yes,PhD,Medium,9,4.6
S3240,Ali,Davis,student2240@university.com,Male,19,Engineering,68.7,52.04,93.91,77.31,56.63,4.05,54.1,84.17,A,28.4,No,Yes,High School,Low,5,6.5
S3241,John,Brown,student2241@university.com,Female,20,Engineering,90.52,43.91,53.07,,89.96,6.5,72.26,99.19,A,20.1,No,Yes,High School,Medium,2,8.9
S3242,Ali,Brown,student2242@university.com,Female,18,Engineering,78.42,83.56,65.56,63.3,77.15,9.37,53.67,77.3,A,9.3,No,Yes,High School,Medium,7,4.1
S3243,Sara,Brown,student2243@university.com,Male,19,Business,55.43,62.8,98.32,56.7,76.28,0.49,66.49,87.63,F,6.1,No,Yes,High School,Medium,4,8.2
S3244,Maria,Smith,student2244@university.com,Female,19,CS,68.64,93.06,89.61,70.5,98.08,1.53,67.58,69.11,D,19.1,Yes,Yes,,Low,3,7.5
S3245,Sara,Williams,student2245@university.com,Female,21,Engineering,62.13,55.13,46.48,79.52,80.29,1.33,79.98,58.55,C,16.3,No,Yes,None,Low,7,4.9
S3246,Ali,Williams,student2246@university.com,Male,24,CS,75.87,67.19,70.51,64.2,91.53,0.85,98.79,71.49,B,15.8,No,Yes,PhD,High,7,6.4
S3247,Omar,Davis,student2247@university.com,Male,23,Engineering,92.17,78.34,83.8,92.3,75.72,3.02,58.49,70.94,A,29.2,Yes,Yes,PhD,Medium,1,7.1
S3248,Liam,Davis,student2248@university.com,Female,19,CS,71.81,92.65,81.9,99.06,62.49,2.29,66.46,71.03,D,11.6,No,Yes,PhD,Low,7,7.5
S3249,Ali,Brown,student2249@university.com,Male,22,CS,71.67,71.48,85.65,56.01,84.72,5.49,79.36,84.77,D,17.2,No,Yes,High School,Low,10,8.6
S3250,Ahmed,Smith,student2250@university.com,Male,24,Engineering,95.27,62.41,67.45,,96.16,3.27,58.57,70.3,A,10.3,No,Yes,Bachelor's,Low,5,8.4
S3251,John,Brown,student2251@university.com,Male,20,CS,78.81,92.02,50.56,89.49,92.06,4.05,85.54,97.71,C,13.0,Yes,Yes,None,Medium,7,5.6
S3252,John,Smith,student2252@university.com,Female,18,CS,78.31,58.61,67.89,59.53,59.92,9.42,70.18,99.14,A,24.1,No,Yes,Bachelor's,Medium,8,4.6
S3253,Sara,Brown,student2253@university.com,Female,22,Engineering,,44.77,78.87,67.66,65.84,1.56,97.48,76.17,D,9.9,Yes,No,Bachelor's,High,10,4.5
S3254,Liam,Johnson,student2254@university.com,Female,24,Engineering,80.39,66.7,76.52,69.71,75.84,3.88,81.49,77.92,C,21.9,No,Yes,PhD,High,7,8.8
S3255,Maria,Johnson,student2255@university.com,Female,22,Business,78.8,87.11,44.23,95.83,78.58,2.57,68.15,70.38,B,8.2,No,No,Bachelor's,Medium,10,8.8
S3256,Omar,Jones,student2256@university.com,Female,22,Engineering,69.84,41.85,43.9,82.94,59.69,5.49,85.97,67.78,B,9.8,No,Yes,Master's,Medium,2,8.1
S3257,Emma,Brown,student2257@university.com,Female,22,CS,99.53,75.15,97.92,52.03,61.5,7.36,91.94,99.27,A,5.6,No,Yes,Bachelor's,Medium,4,8.9
S3258,Liam,Davis,student2258@university.com,Female,24,Engineering,94.09,75.67,49.11,50.74,87.94,8.17,90.02,52.03,A,20.8,No,Yes,,Medium,6,5.4
S3259,John,Williams,student2259@university.com,Male,18,CS,87.48,95.71,57.67,59.98,86.52,5.15,63.14,70.5,A,29.8,Yes,Yes,PhD,Medium,9,8.1
S3260,Ahmed,Jones,student2260@university.com,Female,21,Business,76.87,57.19,86.06,65.91,91.96,8.55,70.85,57.57,B,21.4,No,Yes,Bachelor's,Low,5,6.5
S3261,Liam,Davis,student2261@university.com,Female,23,Mathematics,,56.73,64.58,74.23,96.65,7.85,72.61,86.31,D,28.1,Yes,Yes,High School,Low,2,8.0
S3262,Sara,Johnson,student2262@university.com,Male,19,Engineering,59.24,66.43,50.89,91.89,65.41,1.57,69.42,59.72,C,18.2,No,Yes,,High,4,7.1
S3263,Sara,Brown,student2263@university.com,Male,24,Engineering,65.29,61.41,68.03,,92.98,2.45,65.54,94.23,B,22.0,No,Yes,Master's,Medium,8,8.2
S3264,Emma,Jones,student2264@university.com,Male,22,CS,88.7,84.18,74.14,68.83,83.3,6.72,87.64,68.72,A,28.1,No,No,,Medium,4,6.0
S3265,Ahmed,Brown,student2265@university.com,Female,19,Engineering,,78.51,67.17,66.47,97.89,9.75,50.61,95.86,B,7.2,Yes,Yes,High School,High,8,8.9
S3266,Maria,Johnson,student2266@university.com,Male,24,Business,94.11,85.54,95.14,50.45,63.6,3.76,64.68,99.33,A,19.9,No,Yes,Bachelor's,Medium,4,5.1
S3267,Liam,Jones,student2267@university.com,Female,19,CS,57.4,89.2,57.08,97.76,63.48,2.3,57.08,88.56,F,19.4,No,Yes,PhD,Low,8,7.4
S3268,Ahmed,Johnson,student2268@university.com,Female,22,CS,75.42,95.38,79.68,56.95,85.21,8.69,56.44,81.16,F,5.8,No,Yes,None,Medium,3,8.0
S3269,Maria,Smith,student2269@university.com,Female,21,Engineering,82.35,65.86,46.74,64.38,96.42,2.0,63.85,57.5,C,8.9,No,Yes,Bachelor's,Low,4,6.9
S3270,Ahmed,Johnson,student2270@university.com,Male,24,Business,,99.08,63.54,56.47,91.23,6.97,88.11,96.65,C,18.8,Yes,Yes,,Low,10,5.5
S3271,Ahmed,Brown,student2271@university.com,Male,19,CS,94.46,52.94,84.46,,86.35,0.34,98.47,88.84,A,17.4,Yes,Yes,,High,9,6.8
S3272,Ali,Williams,student2272@university.com,Female,20,Mathematics,99.48,82.86,53.49,96.61,69.37,0.19,75.73,64.4,B,13.6,No,Yes,,Medium,5,6.5
S3273,Sara,Johnson,student2273@university.com,Female,19,CS,55.79,72.04,75.39,55.04,85.89,4.52,66.95,73.43,D,22.4,No,Yes,High School,High,3,5.0
S3274,Liam,Davis,student2274@university.com,Female,23,CS,56.5,89.01,49.21,72.04,90.05,6.57,91.46,53.38,C,14.0,No,Yes,None,High,3,7.8
S3275,Ahmed,Williams,student2275@university.com,Male,22,Business,56.52,68.61,46.16,51.12,87.66,1.42,53.36,82.95,D,24.2,No,Yes,Master's,Medium,4,5.3
S3276,Liam,Smith,student2276@university.com,Female,18,CS,84.06,87.04,71.39,88.54,83.84,7.64,54.66,56.26,F,25.2,No,Yes,High School,High,2,8.2
S3277,Emma,Jones,student2277@university.com,Male,19,Engineering,68.63,95.81,80.5,82.06,52.36,1.29,67.27,82.58,B,21.1,Yes,Yes,PhD,Medium,7,5.1
S3278,Ahmed,Jones,student2278@university.com,Female,21,CS,,83.94,46.8,84.98,82.99,5.34,72.42,83.58,F,12.0,No,No,Master's,Low,7,6.5
S3279,John,Williams,student2279@university.com,Male,20,CS,70.27,86.57,95.07,73.62,73.91,3.08,89.89,66.23,A,25.1,No,Yes,Bachelor's,Medium,9,7.5
S3280,Sara,Jones,student2280@university.com,Female,20,CS,81.38,44.03,53.55,95.38,98.08,7.52,96.26,97.43,D,11.3,No,Yes,None,Low,8,9.0
S3281,John,Johnson,student2281@university.com,Male,18,Mathematics,88.49,52.3,47.2,,80.36,8.04,76.56,88.95,B,12.6,No,Yes,Master's,Low,3,5.4
S3282,Liam,Williams,student2282@university.com,Male,23,Engineering,77.41,98.46,52.16,75.7,80.41,0.66,74.78,74.84,B,20.2,Yes,Yes,High School,Low,5,7.2
S3283,Liam,Brown,student2283@university.com,Male,18,Business,76.98,81.59,50.17,,99.7,1.93,60.65,95.93,B,22.2,No,Yes,Master's,Medium,8,4.8
S3284,Sara,Johnson,student2284@university.com,Male,23,CS,54.41,73.69,45.44,76.03,54.68,8.93,72.56,92.79,F,14.3,Yes,Yes,PhD,Low,8,8.1
S3285,Liam,Johnson,student2285@university.com,Male,19,Engineering,70.54,62.02,87.87,59.47,63.82,4.16,96.18,84.61,F,19.8,No,Yes,,Low,2,8.3
S3286,John,Johnson,student2286@university.com,Male,22,Engineering,77.29,42.66,69.73,65.85,82.8,4.77,69.64,57.65,A,11.2,No,Yes,,Medium,1,8.4
S3287,Ahmed,Brown,student2287@university.com,Female,21,Mathematics,73.1,62.15,63.31,54.61,65.76,1.68,60.53,74.85,A,24.9,No,No,None,Medium,5,8.7
S3288,Ahmed,Smith,student2288@university.com,Female,20,Business,95.04,69.93,97.04,71.63,67.31,9.95,66.86,93.22,A,29.8,No,Yes,Bachelor's,Low,1,5.8
S3289,Ali,Davis,student2289@university.com,Female,18,Business,,52.69,62.26,80.47,94.63,9.23,75.73,80.44,F,22.5,No,Yes,,High,7,7.3
S3290,Emma,Jones,student2290@university.com,Female,21,CS,91.1,50.39,50.02,55.93,78.97,0.02,79.93,77.28,A,13.0,Yes,Yes,,Medium,8,5.6
S3291,Liam,Williams,student2291@university.com,Male,23,Engineering,68.76,70.5,56.44,,55.14,5.51,71.62,97.76,D,13.7,No,Yes,,High,6,8.0
S3292,John,Smith,student2292@university.com,Female,22,Engineering,85.86,75.15,54.34,94.64,65.54,8.72,87.93,50.83,A,5.8,No,Yes,,Low,3,6.1
S3293,Liam,Williams,student2293@university.com,Male,20,Mathematics,69.76,54.4,69.92,66.89,53.8,4.31,79.22,50.6,A,21.2,No,Yes,High School,High,10,6.8
S3294,Liam,Jones,student2294@university.com,Male,20,CS,61.63,75.24,57.49,61.1,77.81,4.37,83.25,94.64,F,20.0,Yes,Yes,Bachelor's,High,1,4.7
S3295,Maria,Brown,student2295@university.com,Male,23,CS,,94.02,70.96,94.65,58.66,3.79,93.15,51.93,F,28.9,No,Yes,Master's,Medium,2,8.3
S3296,Ali,Johnson,student2296@university.com,Female,22,Engineering,53.55,68.39,80.16,84.6,92.86,0.29,93.28,66.63,D,15.1,Yes,Yes,,High,2,6.4
S3297,John,Johnson,student2297@university.com,Male,20,CS,66.59,91.44,86.64,55.27,78.87,7.9,60.18,96.2,B,28.3,No,Yes,,Medium,10,7.2
S3298,John,Brown,student2298@university.com,Female,22,CS,73.04,95.64,82.61,70.41,52.97,4.57,81.17,84.56,A,24.0,Yes,Yes,Master's,Low,2,7.3
S3299,Liam,Smith,student2299@university.com,Female,20,Business,97.77,45.54,52.34,83.7,65.04,5.31,85.83,82.41,A,12.2,No,Yes,,High,10,5.4
S3300,Ali,Smith,student2300@university.com,Female,19,Engineering,65.67,45.75,46.95,78.72,80.82,2.56,57.29,82.85,B,5.4,No,Yes,Master's,Medium,5,8.0
S3301,Ahmed,Williams,student2301@university.com,Female,23,Business,95.12,68.56,72.55,,66.77,7.84,92.14,65.88,A,23.2,No,Yes,,Low,2,8.2
S3302,John,Brown,student2302@university.com,Female,22,Business,,75.29,51.93,78.36,75.66,7.94,59.02,76.53,D,17.4,No,No,,Low,9,6.6
S3303,Ahmed,Smith,student2303@university.com,Male,21,CS,59.55,65.55,45.1,89.9,95.47,5.53,89.96,81.5,D,29.0,No,Yes,PhD,Medium,6,8.5
S3304,Ali,Brown,student2304@university.com,Male,19,Engineering,75.95,59.59,71.63,66.02,67.5,9.05,58.07,65.29,F,5.6,Yes,Yes,PhD,Medium,7,4.8
S3305,Ahmed,Jones,student2305@university.com,Female,24,CS,83.63,78.46,59.61,85.42,66.79,1.16,87.09,89.77,F,18.0,No,Yes,Bachelor's,High,3,6.1
S3306,Sara,Johnson,student2306@university.com,Male,21,Mathematics,52.22,40.12,85.37,99.55,90.99,7.87,57.41,66.09,F,24.7,No,Yes,,Medium,10,4.2
S3307,Maria,Johnson,student2307@university.com,Female,23,Engineering,61.05,98.08,58.85,69.5,65.94,5.59,68.94,53.57,A,24.7,No,Yes,,Medium,7,6.0
S3308,Omar,Johnson,student2308@university.com,Male,20,CS,72.78,53.92,98.72,89.55,53.9,2.31,57.18,60.07,B,21.8,No,Yes,,Medium,4,9.0
S3309,John,Brown,student2309@university.com,Male,24,CS,66.55,95.03,85.51,62.31,59.05,1.32,63.54,70.42,D,14.9,No,Yes,Bachelor's,Medium,8,6.3
S3310,Emma,Brown,student2310@university.com,Male,21,Engineering,85.63,46.54,43.46,64.09,97.44,3.01,99.23,95.4,B,6.7,No,Yes,High School,Medium,9,6.1
S3311,Maria,Williams,student2311@university.com,Male,19,CS,75.56,54.29,70.53,96.74,96.66,8.56,55.38,70.79,C,12.5,No,Yes,None,Medium,5,7.4
S3312,Omar,Johnson,student2312@university.com,Male,24,CS,58.02,54.09,73.76,51.3,61.24,7.88,70.32,54.49,D,21.3,Yes,Yes,High School,High,3,4.2
S3313,Ahmed,Williams,student2313@university.com,Male,24,Business,94.72,99.77,81.72,60.87,77.68,6.45,83.85,59.82,A,24.3,No,No,None,Medium,6,5.8
S3314,John,Johnson,student2314@university.com,Male,22,Business,64.65,40.28,69.87,74.15,56.87,0.9,54.73,77.22,A,25.4,No,Yes,Bachelor's,Medium,3,6.7
S3315,Ahmed,Williams,student2315@university.com,Male,18,CS,86.56,78.38,69.01,70.09,83.73,9.55,55.45,58.88,B,24.4,No,Yes,PhD,High,6,6.4
S3316,Sara,Williams,student2316@university.com,Male,21,Engineering,89.0,92.18,62.08,81.46,59.27,3.05,57.16,53.2,A,13.1,Yes,Yes,PhD,High,7,7.2
S3317,Ali,Jones,student2317@university.com,Male,18,Business,98.16,80.34,56.29,59.64,52.49,6.07,82.25,85.74,B,22.4,No,No,Bachelor's,Low,6,4.7
S3318,John,Williams,student2318@university.com,Male,23,CS,74.93,61.76,96.77,53.53,91.24,8.03,95.47,89.22,C,29.2,Yes,Yes,None,Medium,4,6.0
S3319,Omar,Brown,student2319@university.com,Male,21,Business,80.79,97.5,59.06,68.47,66.27,1.33,91.3,92.53,C,8.4,No,No,Bachelor's,High,7,7.2
S3320,Omar,Williams,student2320@university.com,Male,21,CS,66.74,93.61,43.81,76.22,55.43,6.52,99.15,92.2,C,23.3,Yes,Yes,,High,2,5.5
S3321,Sara,Johnson,student2321@university.com,Female,22,Engineering,83.91,66.04,50.04,78.1,91.7,0.32,78.91,68.96,F,15.2,No,Yes,Bachelor's,Low,5,7.1
S3322,Sara,Williams,student2322@university.com,Male,20,Engineering,73.17,74.4,91.44,,88.12,1.02,98.07,86.72,A,10.6,No,Yes,,Medium,6,8.8
S3323,Liam,Smith,student2323@university.com,Male,19,Engineering,71.88,98.05,75.2,77.43,84.19,7.23,65.25,79.18,F,13.0,Yes,Yes,,Low,6,8.7
S3324,John,Davis,student2324@university.com,Male,19,Business,92.77,98.95,86.73,62.29,95.56,1.55,71.08,51.17,A,9.2,No,Yes,None,Medium,5,7.6
S3325,Ahmed,Johnson,student2325@university.com,Male,19,CS,52.51,66.99,88.53,88.23,74.46,4.44,69.8,70.08,C,25.4,No,Yes,Master's,High,10,4.9
S3326,Emma,Smith,student2326@university.com,Male,23,CS,94.1,90.84,89.39,54.39,56.4,2.48,52.37,52.64,A,14.7,Yes,Yes,PhD,Medium,5,7.9
S3327,Omar,Johnson,student2327@university.com,Male,24,Engineering,92.6,58.12,73.04,59.92,53.07,4.21,91.49,54.17,A,28.4,No,Yes,Master's,Medium,8,6.2
S3328,Omar,Brown,student2328@university.com,Female,20,Business,75.32,62.31,50.63,86.97,65.92,0.77,51.24,52.8,C,29.2,No,Yes,Bachelor's,High,5,8.8
S3329,Sara,Davis,student2329@university.com,Female,18,CS,74.51,49.89,48.89,63.99,54.34,7.55,86.49,98.05,C,29.1,Yes,Yes,None,Medium,6,7.1
S3330,Maria,Davis,student2330@university.com,Female,19,Business,68.09,52.55,74.44,74.67,76.78,0.79,70.35,92.21,F,8.9,No,Yes,PhD,Low,10,5.1
S3331,Sara,Brown,student2331@university.com,Male,18,CS,,79.41,61.99,66.36,50.72,8.38,50.31,71.96,B,13.7,Yes,Yes,Bachelor's,Medium,1,5.6
S3332,Emma,Davis,student2332@university.com,Male,20,CS,55.56,70.65,73.48,75.35,72.19,6.63,64.5,62.4,C,12.8,Yes,Yes,Master's,Low,1,5.6
S3333,Ahmed,Brown,student2333@university.com,Male,23,Business,79.51,53.87,69.91,67.33,58.92,4.17,67.31,53.62,D,28.1,No,Yes,PhD,Medium,1,5.4
S3334,Ahmed,Smith,student2334@university.com,Female,20,CS,84.08,64.17,76.13,99.71,68.41,8.66,98.24,71.56,A,7.2,No,Yes,Bachelor's,Low,4,7.9
S3335,Maria,Jones,student2335@university.com,Male,22,Engineering,96.72,62.39,41.93,67.87,83.75,1.86,83.05,80.02,A,19.7,Yes,Yes,PhD,Low,3,5.7
S3336,Omar,Johnson,student2336@university.com,Male,24,CS,89.01,99.24,41.97,81.35,67.55,2.65,77.18,89.86,A,17.1,Yes,Yes,High School,Low,5,5.0
S3337,Sara,Brown,student2337@university.com,Female,19,CS,82.19,91.21,83.3,94.42,67.07,1.37,56.35,52.58,F,29.4,No,Yes,PhD,Medium,7,7.0
S3338,Liam,Johnson,student2338@university.com,Female,23,Engineering,55.84,63.28,51.59,81.9,99.54,3.82,69.56,70.89,D,29.1,No,Yes,High School,High,6,6.3
S3339,Ahmed,Smith,student2339@university.com,Male,22,Engineering,68.69,94.83,79.13,78.29,85.94,9.87,51.79,98.84,D,15.6,Yes,Yes,PhD,Low,3,4.1
S3340,Emma,Jones,student2340@university.com,Male,19,Engineering,56.94,60.56,72.79,,75.69,1.61,88.08,56.04,F,16.0,Yes,No,PhD,High,2,5.4
S3341,John,Smith,student2341@university.com,Male,20,Engineering,94.06,80.07,98.91,74.82,78.97,8.31,58.14,70.01,A,14.6,No,Yes,PhD,Low,2,4.2
S3342,Ali,Davis,student2342@university.com,Male,20,CS,87.48,98.0,90.12,90.38,81.01,6.52,79.72,63.75,B,24.7,No,Yes,High School,High,3,7.8
S3343,Ali,Johnson,student2343@university.com,Female,21,Engineering,87.88,63.42,64.79,52.52,51.23,0.16,84.97,56.7,A,7.5,No,Yes,Bachelor's,High,10,8.8
S3344,Ali,Jones,student2344@university.com,Male,21,Mathematics,,80.79,76.98,94.26,54.01,9.45,68.33,91.95,B,7.9,Yes,No,Master's,Low,3,6.5
S3345,Liam,Davis,student2345@university.com,Male,20,Business,75.35,57.76,47.04,79.31,82.46,9.71,81.63,84.86,B,22.6,Yes,Yes,PhD,High,3,6.8
S3346,Omar,Jones,student2346@university.com,Female,20,CS,57.5,55.98,63.18,92.44,68.22,9.25,88.21,70.58,F,5.4,No,Yes,Master's,Medium,8,8.2
S3347,Sara,Davis,student2347@university.com,Male,18,CS,66.48,74.45,84.03,50.52,52.77,5.02,59.21,68.45,C,21.8,Yes,Yes,Master's,Medium,3,4.1
S3348,Maria,Smith,student2348@university.com,Male,24,Mathematics,,98.76,77.36,93.46,64.88,2.2,80.04,91.39,A,8.2,Yes,Yes,PhD,Medium,6,4.8
S3349,Liam,Brown,student2349@university.com,Female,18,Engineering,86.25,67.19,69.07,,56.51,3.91,86.69,54.54,A,24.7,Yes,Yes,High School,Low,9,7.3
S3350,Liam,Johnson,student2350@university.com,Female,24,Engineering,58.01,96.26,50.59,86.06,95.82,6.14,67.85,57.34,D,23.5,No,Yes,None,Medium,8,7.7
S3351,Ahmed,Williams,student2351@university.com,Male,22,Business,85.11,94.86,88.19,70.83,60.15,3.79,58.12,95.33,A,9.6,No,Yes,None,Low,6,7.1
S3352,John,Williams,student2352@university.com,Female,21,CS,84.61,55.23,56.39,,57.18,7.08,64.31,90.86,F,23.9,No,Yes,None,Medium,10,8.7
S3353,Liam,Smith,student2353@university.com,Female,21,Engineering,72.97,64.11,89.23,81.41,81.31,7.96,96.65,88.74,C,24.8,No,Yes,PhD,Medium,5,6.0
S3354,Emma,Johnson,student2354@university.com,Male,20,Mathematics,56.76,78.6,76.7,58.17,76.1,2.09,67.87,81.2,D,28.1,No,Yes,Master's,Medium,5,6.8
S3355,John,Johnson,student2355@university.com,Female,20,Engineering,65.74,71.08,62.36,75.73,78.8,4.05,55.39,64.62,A,23.1,Yes,No,,Medium,8,8.8
S3356,Emma,Smith,student2356@university.com,Male,22,CS,66.0,45.76,42.44,63.86,71.8,9.58,54.14,96.74,C,26.7,No,Yes,PhD,High,7,8.5
S3357,Omar,Johnson,student2357@university.com,Male,23,CS,85.02,99.62,53.95,78.02,73.36,2.5,59.02,74.59,B,20.9,No,Yes,PhD,High,5,4.2
S3358,Sara,Brown,student2358@university.com,Male,23,CS,55.69,85.16,93.34,86.9,88.94,3.46,56.38,64.03,F,20.6,Yes,Yes,,Medium,10,5.8
S3359,Ali,Smith,student2359@university.com,Male,23,Business,91.45,66.26,89.08,54.06,61.0,0.36,74.75,68.28,A,21.9,No,Yes,High School,Low,6,7.7
S3360,Liam,Brown,student2360@university.com,Female,21,CS,88.05,77.09,74.49,75.79,69.83,3.32,67.38,50.84,B,15.2,No,Yes,Bachelor's,Low,5,4.0
S3361,Sara,Johnson,student2361@university.com,Male,18,CS,59.32,45.25,67.98,80.88,97.89,3.71,92.07,62.76,D,10.7,Yes,Yes,High School,High,9,8.3
S3362,Omar,Smith,student2362@university.com,Male,23,Mathematics,85.96,69.72,78.83,,59.5,1.0,94.05,59.4,A,15.3,No,Yes,Master's,High,6,6.5
S3363,Maria,Johnson,student2363@university.com,Male,19,CS,83.43,95.85,67.97,,64.69,0.01,73.66,56.78,A,19.8,No,Yes,PhD,Low,3,4.4
S3364,Maria,Smith,student2364@university.com,Male,22,CS,87.41,93.8,78.66,76.02,59.58,5.75,94.43,51.61,B,22.3,Yes,Yes,High School,Medium,3,6.2
S3365,Omar,Johnson,student2365@university.com,Female,23,CS,59.45,60.24,58.44,59.13,51.02,3.02,72.52,61.34,D,16.4,Yes,Yes,None,Medium,10,6.5
S3366,Emma,Brown,student2366@university.com,Female,19,CS,57.88,71.88,90.31,,63.49,0.18,82.1,55.18,C,13.3,Yes,Yes,Bachelor's,Medium,10,5.8
S3367,Ahmed,Brown,student2367@university.com,Female,23,Engineering,61.82,81.84,82.12,77.08,52.32,8.6,58.13,52.26,A,11.2,No,Yes,PhD,High,4,6.3
S3368,Ahmed,Johnson,student2368@university.com,Male,18,Mathematics,68.29,60.4,59.8,68.76,57.73,5.84,52.63,56.87,B,9.6,No,Yes,High School,Low,5,8.5
S3369,Emma,Smith,student2369@university.com,Female,18,Business,89.68,43.89,89.84,59.63,68.13,1.71,58.0,60.12,B,16.9,Yes,Yes,,High,9,5.6
S3370,Maria,Williams,student2370@university.com,Female,23,Engineering,86.9,70.33,69.24,51.53,51.04,8.65,62.59,70.8,A,22.7,No,Yes,None,Low,10,8.8
S3371,Maria,Brown,student2371@university.com,Male,19,Engineering,96.27,76.1,50.48,78.33,87.65,2.54,87.55,79.18,A,25.7,Yes,Yes,High School,Medium,2,7.4
S3372,Liam,Brown,student2372@university.com,Female,22,Engineering,52.93,40.35,44.66,79.93,89.78,2.27,58.68,66.11,D,13.6,No,Yes,High School,Low,2,8.5
S3373,Maria,Davis,student2373@university.com,Male,19,CS,,45.73,81.98,57.09,70.57,8.95,56.53,57.06,A,20.3,No,Yes,Master's,High,1,5.0
S3374,Sara,Williams,student2374@university.com,Female,22,CS,84.96,52.44,91.91,80.09,99.23,1.79,96.38,97.02,D,16.9,Yes,No,PhD,Low,8,6.5
S3375,Maria,Johnson,student2375@university.com,Female,23,Mathematics,63.96,60.88,88.45,97.6,83.95,8.79,84.44,75.74,B,29.2,No,Yes,None,Low,1,6.8
S3376,John,Smith,student2376@university.com,Female,22,CS,66.7,72.46,79.34,98.91,87.19,8.03,73.67,87.09,F,27.1,No,Yes,Master's,High,6,4.4
S3377,Liam,Davis,student2377@university.com,Female,20,CS,77.34,57.63,48.48,94.42,59.62,3.1,54.75,84.72,D,27.1,No,Yes,,Medium,2,6.5
S3378,Ali,Johnson,student2378@university.com,Male,21,Engineering,55.12,56.57,45.64,90.35,91.87,0.34,92.59,64.24,F,19.5,No,Yes,High School,High,9,8.3
S3379,Maria,Jones,student2379@university.com,Male,24,Engineering,,92.16,60.7,60.47,97.25,0.83,55.41,77.99,A,15.9,Yes,Yes,,Medium,4,4.3
S3380,Emma,Brown,student2380@university.com,Female,21,CS,66.26,48.7,91.29,57.82,61.82,1.1,80.55,80.11,F,21.3,No,Yes,None,Low,10,7.2
S3381,Ali,Jones,student2381@university.com,Male,18,CS,81.64,69.73,97.7,72.25,84.32,8.91,83.38,67.59,B,9.0,Yes,Yes,PhD,Medium,5,8.9
S3382,Sara,Brown,student2382@university.com,Female,20,CS,91.7,97.17,54.48,,87.35,4.04,70.01,83.54,A,27.1,No,Yes,,Low,2,6.6
S3383,Emma,Brown,student2383@university.com,Female,21,Engineering,58.56,77.5,85.73,92.53,65.26,0.33,95.56,89.53,D,11.8,No,Yes,None,Low,5,5.5
S3384,Ali,Jones,student2384@university.com,Female,23,CS,96.54,83.03,74.43,61.6,73.75,5.57,52.54,68.21,A,25.7,No,Yes,Bachelor's,Low,7,6.9
S3385,Emma,Jones,student2385@university.com,Female,22,Engineering,76.53,65.87,41.91,73.98,54.88,2.08,90.91,50.75,F,12.5,No,Yes,Master's,High,5,6.7
S3386,Sara,Johnson,student2386@university.com,Female,22,Engineering,96.15,41.2,72.57,,58.65,2.35,77.69,67.47,A,18.1,Yes,Yes,None,Low,1,4.5
S3387,Liam,Davis,student2387@university.com,Female,19,Business,60.39,78.77,88.36,72.28,53.08,1.61,80.56,55.84,D,24.3,No,Yes,,Low,9,5.1
S3388,John,Davis,student2388@university.com,Male,19,CS,80.23,77.92,56.57,72.71,78.01,7.62,99.34,57.78,F,14.8,No,Yes,Master's,High,2,7.3
S3389,Sara,Jones,student2389@university.com,Male,22,CS,,46.63,93.84,61.26,81.26,0.01,79.13,68.3,F,14.0,No,Yes,None,Medium,4,7.0
S3390,Sara,Johnson,student2390@university.com,Female,23,Engineering,88.71,67.73,54.18,99.33,95.81,4.39,89.85,60.38,A,27.2,No,Yes,High School,Medium,6,5.7
S3391,Emma,Davis,student2391@university.com,Male,22,Business,80.3,94.92,44.59,73.76,77.11,0.87,57.68,96.74,D,6.7,No,Yes,None,High,1,8.9
S3392,Liam,Johnson,student2392@university.com,Female,19,CS,74.73,52.31,49.6,76.64,63.03,5.52,90.46,82.64,C,26.0,No,Yes,High School,Medium,9,7.2
S3393,Omar,Johnson,student2393@university.com,Male,21,Engineering,,67.67,90.22,60.93,52.97,3.46,88.05,75.92,B,28.2,No,Yes,High School,High,9,5.2
S3394,Ahmed,Brown,student2394@university.com,Male,18,CS,,67.67,65.04,,94.25,0.28,98.41,50.49,A,19.1,Yes,Yes,High School,Medium,8,6.4
S3395,Maria,Davis,student2395@university.com,Male,19,CS,,88.65,87.82,62.77,73.94,4.61,96.79,55.18,A,22.4,Yes,Yes,Master's,Medium,9,7.6
S3396,Maria,Davis,student2396@university.com,Female,23,Engineering,80.41,89.47,71.87,60.12,86.87,5.71,60.7,89.42,B,26.5,No,Yes,High School,Medium,4,7.4
S3397,John,Brown,student2397@university.com,Male,21,CS,81.2,85.56,68.83,63.79,50.73,2.48,73.25,69.49,D,15.9,No,Yes,None,Medium,9,5.2
S3398,John,Jones,student2398@university.com,Female,21,Business,71.95,61.93,88.41,50.14,74.41,7.66,95.57,52.27,C,27.0,No,Yes,,Low,4,7.2
S3399,Maria,Brown,student2399@university.com,Female,21,Engineering,74.33,44.32,65.41,78.51,66.29,3.71,82.04,91.28,A,14.3,No,Yes,High School,Low,5,5.7
S3400,Ahmed,Davis,student2400@university.com,Female,20,Engineering,97.98,60.97,88.12,69.37,51.52,7.49,73.19,65.13,A,12.7,No,Yes,,Low,6,6.3
S3401,Maria,Davis,student2401@university.com,Male,20,Engineering,86.63,80.79,46.04,94.93,88.78,5.79,55.45,69.31,B,29.6,Yes,Yes,None,Low,7,7.3
S3402,Omar,Jones,student2402@university.com,Male,24,Engineering,55.53,82.16,78.18,52.04,75.65,8.69,67.59,98.72,D,5.8,No,Yes,Bachelor's,Medium,3,6.9
S3403,Ahmed,Brown,student2403@university.com,Male,21,CS,60.61,97.9,82.16,52.16,66.66,5.47,83.26,50.78,A,13.0,No,Yes,None,Medium,2,7.6
S3404,John,Smith,student2404@university.com,Female,23,Business,98.78,67.22,93.95,94.29,90.29,1.86,88.85,86.07,A,16.5,No,Yes,,Medium,5,5.9
S3405,Ali,Smith,student2405@university.com,Female,22,Mathematics,86.32,77.95,53.46,56.33,72.35,8.23,72.36,97.44,A,12.8,No,Yes,None,High,10,7.8
S3406,Emma,Jones,student2406@university.com,Male,23,CS,95.75,72.35,76.25,50.11,50.17,7.83,52.79,53.19,B,12.1,No,Yes,High School,Medium,3,4.1
S3407,Omar,Brown,student2407@university.com,Female,20,CS,65.19,49.04,66.0,58.95,97.22,9.72,81.66,93.3,C,14.3,No,Yes,Bachelor's,Low,3,4.9
S3408,Omar,Brown,student2408@university.com,Male,19,CS,87.09,67.67,62.97,91.19,62.78,0.94,96.08,70.81,A,15.0,No,Yes,Bachelor's,Low,7,8.9
S3409,Liam,Johnson,student2409@university.com,Male,24,Engineering,85.7,72.69,46.4,90.14,91.53,5.91,74.82,93.9,B,6.8,No,Yes,,Low,6,4.4
S3410,John,Davis,student2410@university.com,Male,20,Engineering,64.73,97.04,48.05,67.01,90.82,4.92,96.42,65.41,A,24.4,Yes,Yes,High School,High,3,7.3
S3411,John,Williams,student2411@university.com,Male,22,Business,77.54,61.99,90.22,83.4,58.12,6.71,67.71,99.13,C,9.2,Yes,Yes,PhD,Medium,7,8.6
S3412,Sara,Jones,student2412@university.com,Female,18,Business,81.37,98.81,84.99,,73.7,9.8,94.32,82.35,C,6.0,No,Yes,High School,High,10,8.3
S3413,Omar,Williams,student2413@university.com,Male,24,Engineering,74.06,72.54,62.94,95.24,52.01,5.32,89.32,81.35,D,19.8,Yes,Yes,PhD,Low,10,8.6
S3414,Sara,Williams,student2414@university.com,Male,20,Engineering,91.36,54.55,89.71,,67.73,6.86,98.09,90.3,A,21.7,Yes,Yes,High School,Medium,6,8.9
S3415,Sara,Jones,student2415@university.com,Male,23,Engineering,91.64,51.5,44.85,90.66,86.55,3.47,89.55,71.83,A,24.0,No,Yes,None,Medium,1,5.8
S3416,Emma,Brown,student2416@university.com,Male,24,Engineering,,48.5,77.49,58.53,61.85,2.99,66.07,62.93,B,7.2,No,No,,High,5,5.7
S3417,Sara,Jones,student2417@university.com,Male,23,Engineering,90.17,67.18,92.09,69.58,55.86,3.35,95.03,63.15,A,9.3,No,Yes,,Medium,4,4.6
S3418,Ahmed,Williams,student2418@university.com,Male,21,Engineering,74.4,41.32,90.33,59.6,75.36,0.39,83.49,66.53,D,9.6,No,Yes,Master's,Medium,3,5.0
S3419,Maria,Davis,student2419@university.com,Male,21,Engineering,,66.7,62.37,85.13,76.85,2.85,58.1,80.87,F,19.8,Yes,Yes,None,High,3,7.3
S3420,Ali,Davis,student2420@university.com,Female,21,Engineering,91.57,99.3,84.71,83.92,83.79,1.73,52.3,91.92,A,27.2,No,Yes,Bachelor's,High,8,5.7
S3421,John,Davis,student2421@university.com,Female,24,Engineering,74.51,80.21,65.65,77.39,87.96,4.57,68.29,74.98,F,22.7,No,Yes,,Low,3,5.7
S3422,Ahmed,Brown,student2422@university.com,Female,18,Business,62.32,85.59,90.41,84.91,84.79,4.61,89.34,70.17,A,12.9,No,Yes,None,Medium,2,7.2
S3423,Ali,Smith,student2423@university.com,Female,22,Engineering,75.37,47.14,71.85,81.98,92.27,7.65,80.91,89.69,F,26.3,No,Yes,PhD,Low,5,4.5
S3424,Omar,Jones,student2424@university.com,Male,24,Engineering,57.09,68.39,85.89,,61.15,5.02,76.36,64.48,C,21.7,No,No,Bachelor's,High,10,4.3
S3425,Omar,Davis,student2425@university.com,Female,19,Engineering,,57.17,44.71,61.97,78.49,4.63,50.19,84.45,D,22.2,Yes,Yes,PhD,High,3,8.0
S3426,Omar,Jones,student2426@university.com,Female,23,Engineering,66.8,93.65,75.4,71.45,68.0,2.32,71.78,55.29,B,28.9,No,Yes,None,Medium,10,7.9
S3427,Ahmed,Davis,student2427@university.com,Female,23,CS,63.03,50.88,73.02,57.58,98.11,8.52,57.89,55.66,B,28.8,No,Yes,None,High,3,5.9
S3428,Ahmed,Brown,student2428@university.com,Male,24,CS,97.83,67.52,76.6,71.48,72.01,0.91,72.73,82.2,A,14.6,Yes,Yes,,Medium,8,7.0
S3429,John,Smith,student2429@university.com,Female,24,Engineering,88.84,75.28,81.74,85.08,97.99,9.82,99.59,54.14,B,20.9,Yes,Yes,None,Medium,9,5.2
S3430,Maria,Smith,student2430@university.com,Female,22,Engineering,89.35,70.84,95.09,84.57,88.45,4.76,93.98,57.75,B,10.1,No,Yes,PhD,Medium,2,5.8
S3431,Liam,Davis,student2431@university.com,Male,18,Mathematics,,89.81,87.14,85.47,85.92,1.86,65.53,81.22,B,15.3,Yes,Yes,Master's,Medium,1,4.2
S3432,Sara,Brown,student2432@university.com,Female,24,CS,91.96,53.89,53.18,65.44,74.58,3.54,79.68,71.91,B,11.8,No,Yes,None,High,8,5.4
S3433,Omar,Johnson,student2433@university.com,Male,21,CS,87.96,62.64,89.55,83.11,72.17,0.15,75.1,78.06,A,14.2,No,Yes,,Low,10,4.1
S3434,Emma,Jones,student2434@university.com,Female,22,CS,79.94,87.53,47.32,,76.33,1.67,56.5,98.85,A,21.9,Yes,Yes,PhD,High,10,6.1
S3435,Maria,Jones,student2435@university.com,Male,19,CS,98.06,71.68,77.33,97.22,64.68,3.35,99.49,81.6,B,10.3,No,Yes,,Low,6,6.6
S3436,Emma,Williams,student2436@university.com,Female,21,Business,59.58,64.13,92.97,,95.23,5.54,71.26,79.54,F,9.5,No,Yes,High School,Medium,9,6.5
S3437,John,Brown,student2437@university.com,Female,19,CS,97.17,41.77,46.07,80.15,89.72,1.29,75.28,69.01,A,14.5,No,Yes,PhD,Low,1,5.7
S3438,John,Williams,student2438@university.com,Female,20,Engineering,70.07,85.2,90.98,87.51,90.07,6.76,82.38,81.54,F,7.5,No,Yes,PhD,Low,5,5.0
S3439,John,Davis,student2439@university.com,Male,19,Engineering,76.42,98.33,87.92,95.32,71.66,8.44,59.58,50.65,F,25.3,No,Yes,None,High,5,6.3
S3440,Ali,Williams,student2440@university.com,Female,21,Engineering,,77.22,70.23,71.9,53.55,5.72,61.11,77.87,D,29.0,Yes,No,PhD,Medium,3,8.3
S3441,Emma,Smith,student2441@university.com,Male,20,Business,77.01,91.39,58.53,68.02,84.15,2.97,59.63,53.44,B,25.0,Yes,Yes,Bachelor's,Medium,2,8.9
S3442,Maria,Jones,student2442@university.com,Male,21,Engineering,80.56,71.01,64.33,71.5,68.72,1.21,69.22,61.01,A,18.3,No,Yes,High School,Medium,9,5.6
S3443,Liam,Williams,student2443@university.com,Male,23,CS,99.89,53.9,98.12,,93.52,0.16,59.98,78.16,B,21.9,No,Yes,Bachelor's,Medium,7,8.9
S3444,Maria,Smith,student2444@university.com,Male,21,Business,,40.87,52.1,,89.02,7.32,96.32,83.4,D,25.1,Yes,Yes,Bachelor's,Medium,9,6.2
S3445,Ahmed,Brown,student2445@university.com,Female,20,Business,98.32,79.2,74.78,96.64,57.27,6.28,85.72,69.24,B,6.7,No,Yes,None,Medium,3,7.1
S3446,Ahmed,Williams,student2446@university.com,Female,19,CS,67.42,69.59,44.99,56.3,80.09,4.76,94.89,70.95,F,15.5,Yes,Yes,PhD,High,1,8.0
S3447,Omar,Davis,student2447@university.com,Female,23,CS,99.56,86.93,53.07,78.05,84.61,1.02,92.42,74.9,A,8.6,No,Yes,High School,High,2,5.8
S3448,Liam,Davis,student2448@university.com,Male,18,CS,72.77,81.68,85.8,94.88,78.41,2.07,85.16,87.95,C,7.3,Yes,Yes,High School,Low,6,5.0
S3449,Ahmed,Davis,student2449@university.com,Female,18,CS,,99.28,58.16,55.01,75.7,8.15,62.14,50.88,F,24.0,No,Yes,High School,Medium,6,5.4
S3450,John,Jones,student2450@university.com,Male,18,Mathematics,,70.62,99.15,,61.39,4.8,80.77,72.35,F,26.5,No,Yes,Bachelor's,Medium,2,8.2
S3451,Maria,Williams,student2451@university.com,Male,18,Engineering,75.29,65.63,70.05,93.26,61.8,9.63,59.31,50.71,B,7.1,No,Yes,High School,Low,9,8.7
S3452,Emma,Brown,student2452@university.com,Male,22,CS,98.3,57.2,70.99,95.02,88.4,10.0,56.62,65.96,A,9.5,No,Yes,High School,High,10,4.6
S3453,John,Williams,student2453@university.com,Female,18,Business,97.35,68.61,42.18,75.72,50.93,8.01,81.63,75.99,A,10.5,No,Yes,,Low,1,7.5
S3454,Ali,Jones,student2454@university.com,Female,20,Engineering,84.19,92.37,97.39,51.25,88.95,2.58,81.23,54.0,D,26.4,Yes,Yes,None,Low,4,4.2
S3455,Ahmed,Smith,student2455@university.com,Male,24,CS,89.89,42.55,50.45,55.28,76.34,2.31,57.83,74.26,B,27.8,Yes,Yes,Bachelor's,Low,4,8.4
S3456,John,Jones,student2456@university.com,Female,18,Mathematics,,98.67,72.3,79.34,96.81,2.54,67.62,96.23,C,24.1,No,Yes,Bachelor's,High,1,8.3
S3457,John,Davis,student2457@university.com,Female,21,Business,86.08,99.6,63.74,56.19,99.87,9.87,53.31,84.27,A,24.9,Yes,Yes,,Medium,5,7.9
S3458,Ali,Smith,student2458@university.com,Male,24,Business,80.9,75.87,64.94,57.47,83.17,3.35,85.79,89.11,F,13.6,Yes,Yes,Master's,Low,6,8.1
S3459,Sara,Davis,student2459@university.com,Male,18,Engineering,54.58,59.89,78.6,88.61,70.61,7.06,99.37,79.02,D,15.2,No,Yes,Master's,Medium,9,7.0
S3460,Maria,Johnson,student2460@university.com,Female,24,Business,55.66,53.38,79.73,87.53,73.75,9.59,87.0,94.82,D,12.0,No,Yes,PhD,Low,8,4.7
S3461,Emma,Jones,student2461@university.com,Male,19,CS,55.42,56.59,49.26,92.14,60.21,8.2,92.21,57.34,D,29.0,No,Yes,PhD,Low,4,8.6
S3462,Omar,Jones,student2462@university.com,Male,20,Engineering,86.22,43.01,69.98,55.29,54.96,5.98,73.82,72.49,A,23.2,No,Yes,Bachelor's,High,6,4.7
S3463,Sara,Brown,student2463@university.com,Female,20,Mathematics,57.09,68.51,87.43,59.91,78.94,1.69,54.78,79.85,D,13.5,No,Yes,,High,7,5.1
S3464,Ahmed,Williams,student2464@university.com,Female,24,CS,,43.44,66.6,91.65,90.27,1.75,86.33,93.67,A,8.4,Yes,Yes,Master's,High,6,6.2
S3465,John,Smith,student2465@university.com,Male,23,Business,,83.11,49.95,86.05,63.09,4.92,62.83,65.4,C,9.9,No,Yes,PhD,Low,5,6.5
S3466,Liam,Smith,student2466@university.com,Female,22,Engineering,77.53,62.32,58.79,90.3,70.98,9.52,69.41,50.06,F,10.1,Yes,Yes,Master's,Medium,1,4.5
S3467,Ali,Brown,student2467@university.com,Male,21,CS,85.32,51.96,52.74,99.49,77.74,9.04,85.15,98.72,A,20.4,Yes,No,Master's,Low,7,7.8
S3468,Ali,Brown,student2468@university.com,Male,24,Business,84.24,72.69,47.55,93.22,95.39,1.66,95.24,51.3,D,27.6,No,Yes,Bachelor's,Medium,7,4.7
S3469,Liam,Williams,student2469@university.com,Female,20,CS,75.78,98.43,62.65,76.02,56.93,2.88,74.31,57.62,A,26.7,No,Yes,PhD,High,5,7.3
S3470,Maria,Davis,student2470@university.com,Male,19,Engineering,73.22,81.71,72.46,,61.84,5.89,98.08,71.1,C,6.7,No,Yes,,Low,9,6.3
S3471,Sara,Williams,student2471@university.com,Male,18,CS,69.89,69.5,44.37,78.48,95.93,4.77,76.0,74.82,C,22.7,Yes,Yes,,Medium,3,8.1
S3472,Omar,Jones,student2472@university.com,Male,20,Mathematics,93.1,86.61,76.23,81.93,51.98,1.19,56.13,91.72,A,9.2,No,Yes,,Medium,1,5.5
S3473,Maria,Davis,student2473@university.com,Female,19,CS,66.54,84.25,99.58,66.77,82.81,3.69,75.92,72.39,A,12.8,Yes,Yes,Master's,Medium,5,8.2
S3474,Liam,Johnson,student2474@university.com,Female,18,CS,62.97,93.5,97.85,,81.98,9.55,93.03,77.37,B,18.6,No,Yes,Bachelor's,Low,4,5.3
S3475,John,Williams,student2475@university.com,Female,22,CS,87.17,52.28,89.75,54.64,69.16,9.51,76.9,60.0,A,26.0,No,Yes,High School,Low,6,6.9
S3476,Liam,Brown,student2476@university.com,Male,20,Mathematics,67.99,91.53,55.98,88.97,73.41,5.59,87.39,78.46,C,10.9,No,No,,Medium,2,6.4
S3477,Maria,Davis,student2477@university.com,Male,20,Business,92.35,58.06,41.34,51.6,92.75,6.35,77.4,67.42,B,26.8,No,Yes,PhD,Medium,5,5.8
S3478,Emma,Williams,student2478@university.com,Female,24,Business,66.39,96.46,90.01,74.9,58.25,2.22,77.3,54.94,F,23.4,No,Yes,Master's,Medium,8,4.1
S3479,Ali,Smith,student2479@university.com,Female,24,Engineering,85.1,56.86,43.34,93.07,61.58,7.42,64.24,97.32,A,21.9,Yes,Yes,Master's,Low,8,6.0
S3480,Ali,Johnson,student2480@university.com,Female,19,Engineering,52.26,95.61,52.34,54.32,75.62,0.52,60.06,54.08,F,8.3,No,Yes,PhD,Low,2,4.6
S3481,Ahmed,Jones,student2481@university.com,Male,23,CS,69.28,97.83,72.67,75.89,70.49,2.21,63.95,83.89,C,16.9,Yes,Yes,Master's,High,3,5.1
S3482,Ahmed,Smith,student2482@university.com,Female,24,Engineering,67.16,48.73,50.7,57.97,78.72,0.06,72.04,95.41,A,11.9,No,Yes,Bachelor's,Low,9,7.4
S3483,Liam,Smith,student2483@university.com,Male,21,CS,90.83,98.47,90.03,,96.04,3.86,90.48,58.96,A,19.7,No,No,PhD,Medium,7,6.9
S3484,Omar,Johnson,student2484@university.com,Female,22,Mathematics,98.35,45.14,86.63,91.62,95.86,8.5,91.45,61.86,A,21.8,No,Yes,PhD,Medium,9,6.6
S3485,John,Jones,student2485@university.com,Male,21,Business,,53.11,85.35,96.7,61.5,9.83,58.17,71.34,D,6.6,No,No,None,Low,4,6.8
S3486,Emma,Brown,student2486@university.com,Male,20,Engineering,91.24,66.65,88.97,93.75,65.11,6.68,77.64,64.73,B,21.1,No,Yes,Master's,Medium,7,4.6
S3487,Sara,Davis,student2487@university.com,Female,21,CS,84.98,99.62,53.18,86.83,58.1,7.45,70.8,87.95,A,17.5,No,Yes,None,High,7,4.8
S3488,Maria,Jones,student2488@university.com,Male,18,Business,98.37,69.31,83.73,59.24,96.39,2.63,78.55,66.91,B,26.0,Yes,Yes,Master's,Low,7,6.7
S3489,Omar,Williams,student2489@university.com,Female,22,CS,90.56,73.02,61.32,65.13,69.89,5.2,82.38,99.29,A,24.8,No,Yes,High School,Medium,10,6.0
S3490,John,Smith,student2490@university.com,Male,21,CS,53.87,81.67,80.01,74.84,72.49,7.37,63.98,92.94,D,15.3,Yes,Yes,PhD,Low,5,6.3
S3491,Ahmed,Williams,student2491@university.com,Male,18,CS,85.66,98.1,47.32,,90.13,4.97,95.96,94.77,A,29.4,Yes,Yes,None,High,6,8.4
S3492,Liam,Brown,student2492@university.com,Female,19,Engineering,76.77,87.0,82.34,89.11,75.65,0.89,96.77,53.18,A,19.7,Yes,Yes,,Low,4,4.9
S3493,Maria,Williams,student2493@university.com,Male,21,Business,50.82,53.45,98.33,61.35,55.99,7.41,55.27,58.82,C,29.1,No,Yes,None,Low,9,8.6
S3494,Ahmed,Jones,student2494@university.com,Female,22,CS,62.57,58.18,42.62,56.41,71.89,2.2,85.15,58.47,B,23.0,Yes,Yes,None,Low,4,8.3
S3495,Liam,Williams,student2495@university.com,Female,18,CS,96.09,45.86,45.63,74.13,81.53,0.98,51.66,83.6,A,15.2,No,Yes,High School,Low,9,8.5
S3496,Maria,Brown,student2496@university.com,Female,21,Engineering,,78.67,47.42,57.89,85.96,4.78,52.33,50.6,A,10.8,No,Yes,PhD,Medium,9,7.2
S3497,Sara,Brown,student2497@university.com,Male,19,Business,89.94,50.84,65.83,84.69,82.27,0.75,97.89,90.32,B,16.6,No,Yes,Bachelor's,Medium,5,8.3
S3498,John,Brown,student2498@university.com,Male,21,CS,,55.44,57.45,,55.96,6.29,84.74,77.35,A,28.4,No,Yes,Master's,Medium,9,9.0
S3499,Maria,Jones,student2499@university.com,Male,18,CS,90.33,93.29,88.42,87.06,65.22,6.4,66.23,78.32,A,8.3,No,Yes,PhD,High,9,6.4
S3500,Emma,Brown,student2500@university.com,Female,21,Mathematics,50.51,59.61,68.43,53.17,86.68,2.57,83.49,76.87,F,16.5,No,Yes,Master's,Low,3,8.3
S3501,Omar,Smith,student2501@university.com,Female,22,Mathematics,64.39,74.0,69.07,98.23,94.01,9.65,92.29,76.77,F,13.7,No,Yes,,Medium,3,8.5
S3502,Ali,Brown,student2502@university.com,Male,20,Mathematics,51.53,63.85,83.02,50.0,52.36,8.24,93.55,59.89,C,26.7,No,Yes,Bachelor's,Low,4,5.5
S3503,Emma,Williams,student2503@university.com,Male,18,Business,54.71,44.44,61.72,66.27,52.11,1.1,51.03,64.16,F,25.1,Yes,Yes,Master's,Medium,8,6.2
S3504,Emma,Davis,student2504@university.com,Female,18,CS,60.94,61.77,61.19,83.98,82.17,7.49,90.91,74.38,F,18.8,Yes,Yes,Master's,High,3,6.9
S3505,Omar,Williams,student2505@university.com,Male,18,CS,75.18,64.48,85.42,52.26,77.4,3.53,92.66,83.89,F,15.4,No,Yes,Master's,High,2,5.7
S3506,Ali,Davis,student2506@university.com,Female,18,CS,92.38,93.74,86.8,54.17,57.77,7.5,79.78,63.6,A,22.1,Yes,Yes,Bachelor's,Medium,6,5.6
S3507,Emma,Williams,student2507@university.com,Male,21,CS,93.1,59.47,40.86,53.83,77.41,8.01,74.0,90.31,A,28.8,No,Yes,Bachelor's,High,3,5.9
S3508,Maria,Jones,student2508@university.com,Female,22,Mathematics,80.81,62.75,48.63,,98.72,1.51,55.55,90.53,B,7.5,Yes,Yes,Bachelor's,Medium,9,6.1
S3509,Maria,Williams,student2509@university.com,Male,19,Business,96.41,86.97,52.79,94.8,81.55,6.62,61.98,63.69,A,27.5,No,Yes,,High,10,5.3
S3510,Maria,Jones,student2510@university.com,Male,22,Business,75.0,85.54,61.1,,72.46,8.63,74.52,78.0,D,12.4,Yes,Yes,Master's,High,9,6.4
S3511,Ali,Jones,student2511@university.com,Female,18,CS,,87.9,57.49,80.18,91.38,3.23,93.25,67.45,F,5.1,No,Yes,PhD,Low,10,7.9
S3512,Emma,Brown,student2512@university.com,Female,23,Mathematics,72.7,97.23,80.11,67.3,60.64,0.8,90.16,59.53,C,23.5,No,Yes,,Medium,6,7.1
S3513,Liam,Smith,student2513@university.com,Female,21,Business,63.86,87.73,89.69,50.94,70.72,0.27,74.8,90.3,C,24.7,No,Yes,,Low,5,5.9
S3514,Ali,Davis,student2514@university.com,Male,23,CS,95.82,64.46,51.53,51.08,76.39,1.1,89.28,99.57,A,12.6,No,Yes,,Low,2,4.8
S3515,Maria,Brown,student2515@university.com,Female,21,Business,69.4,89.29,73.78,94.42,75.23,0.04,88.29,78.29,F,24.5,Yes,Yes,Bachelor's,Medium,8,8.1
S3516,Omar,Brown,student2516@university.com,Female,18,CS,75.17,70.52,62.07,55.13,96.05,3.27,78.95,95.7,D,25.0,No,Yes,None,Low,3,6.6
S3517,Emma,Jones,student2517@university.com,Male,21,CS,66.44,56.66,70.35,,64.63,2.99,61.02,82.11,D,21.9,No,Yes,Master's,Low,5,8.9
S3518,Emma,Jones,student2518@university.com,Female,18,Engineering,83.14,58.18,77.25,58.22,52.83,1.1,67.4,78.29,B,6.0,Yes,Yes,Bachelor's,Medium,10,5.3
S3519,Ahmed,Davis,student2519@university.com,Female,22,Engineering,99.75,53.43,93.62,83.73,95.82,6.51,58.2,74.01,A,21.7,Yes,Yes,Master's,Low,4,4.9
S3520,Ahmed,Williams,student2520@university.com,Female,24,CS,,48.7,51.54,97.45,60.85,9.92,50.36,61.79,C,28.3,No,Yes,PhD,High,3,4.0
S3521,Sara,Williams,student2521@university.com,Male,20,CS,94.99,51.07,45.22,68.11,68.95,9.01,54.03,54.21,B,20.5,No,Yes,None,High,3,4.4
S3522,Liam,Brown,student2522@university.com,Male,21,Mathematics,50.2,43.79,77.63,86.72,76.54,2.53,87.98,72.12,F,14.2,No,Yes,Master's,High,9,5.9
S3523,Liam,Johnson,student2523@university.com,Male,18,Engineering,68.21,93.31,63.65,67.54,98.79,7.7,51.67,78.07,B,19.1,No,No,,High,2,5.0
S3524,John,Johnson,student2524@university.com,Female,23,Business,58.43,95.86,49.77,65.25,76.76,9.37,69.99,75.47,C,29.8,No,Yes,Bachelor's,Medium,3,4.2
S3525,Liam,Williams,student2525@university.com,Male,18,CS,87.87,75.21,47.03,60.09,72.39,9.06,99.29,84.78,B,16.8,No,Yes,Master's,Medium,5,5.1
S3526,Ahmed,Johnson,student2526@university.com,Female,23,CS,52.53,90.43,73.53,91.05,79.18,8.85,89.76,59.6,C,26.0,No,Yes,High School,Low,4,7.6
S3527,Ali,Williams,student2527@university.com,Female,21,CS,77.67,51.01,58.03,,98.54,7.86,87.53,67.71,B,8.5,Yes,Yes,Master's,Low,9,7.7
S3528,Liam,Jones,student2528@university.com,Female,19,CS,64.75,94.1,99.85,64.16,90.9,2.93,63.74,70.78,D,6.4,Yes,Yes,,Medium,5,4.7
S3529,Ahmed,Brown,student2529@university.com,Male,23,CS,56.68,70.38,64.35,99.95,58.45,0.84,82.09,59.33,F,14.8,No,Yes,Bachelor's,Medium,10,8.7
S3530,Sara,Smith,student2530@university.com,Male,18,CS,,44.03,52.74,66.37,90.16,4.88,74.94,95.32,F,8.4,Yes,No,,Low,5,4.8
S3531,Emma,Brown,student2531@university.com,Female,21,Engineering,60.87,48.48,77.73,71.14,92.05,0.55,81.19,84.08,A,13.3,No,Yes,,Low,7,4.4
S3532,Liam,Williams,student2532@university.com,Female,18,CS,61.18,58.54,54.66,99.5,84.53,9.98,71.79,54.59,D,22.9,No,Yes,None,Low,4,4.8
S3533,Sara,Williams,student2533@university.com,Male,19,Business,63.75,42.61,69.65,68.47,82.86,3.58,76.55,85.64,D,16.1,No,No,,Low,5,4.7
S3534,Emma,Brown,student2534@university.com,Male,20,CS,79.34,58.56,68.95,68.31,72.04,9.58,99.42,77.39,B,13.0,No,Yes,,High,1,7.2
S3535,Omar,Davis,student2535@university.com,Male,24,Engineering,82.98,43.6,67.21,91.39,82.08,7.73,66.47,76.2,D,27.3,No,Yes,Master's,Medium,7,4.8
S3536,Omar,Williams,student2536@university.com,Female,24,CS,50.88,54.16,87.77,65.6,86.88,4.11,60.82,99.49,F,5.2,No,Yes,None,Low,4,7.2
S3537,Emma,Johnson,student2537@university.com,Male,19,Engineering,62.09,55.94,53.0,61.69,56.14,1.18,72.42,80.91,C,25.4,No,Yes,Bachelor's,Low,2,5.4
S3538,Liam,Johnson,student2538@university.com,Male,22,CS,,99.66,94.26,,62.87,2.37,76.22,94.84,C,20.5,No,Yes,High School,Low,7,5.2
S3539,John,Williams,student2539@university.com,Male,21,Mathematics,66.6,54.13,87.48,85.03,59.7,6.73,54.28,95.68,B,6.2,No,Yes,High School,Medium,8,8.5
S3540,Ahmed,Williams,student2540@university.com,Female,19,Business,94.21,54.35,59.99,52.16,92.06,8.3,90.3,55.07,A,5.9,No,Yes,Bachelor's,Low,9,5.1
S3541,Ali,Davis,student2541@university.com,Male,20,Engineering,89.39,81.21,50.84,68.7,84.0,9.79,71.1,50.42,A,9.3,Yes,Yes,None,Medium,8,8.3
S3542,Ali,Johnson,student2542@university.com,Female,18,CS,81.29,91.56,56.77,67.31,72.54,1.32,70.66,71.76,F,29.4,No,Yes,PhD,Medium,8,5.5
S3543,Maria,Williams,student2543@university.com,Female,21,Engineering,66.9,63.22,59.96,62.24,91.3,1.56,82.94,88.46,D,7.1,Yes,Yes,High School,Low,8,9.0
S3544,Emma,Williams,student2544@university.com,Female,23,Business,85.03,92.54,73.42,82.71,85.84,0.42,88.66,91.21,A,23.5,No,Yes,Master's,Medium,7,8.9
S3545,Ali,Davis,student2545@university.com,Male,19,CS,92.18,60.41,42.78,64.5,95.68,2.6,99.3,89.37,A,15.0,No,Yes,High School,Medium,2,8.1
S3546,Liam,Davis,student2546@university.com,Male,20,Engineering,79.74,51.82,94.86,80.34,53.84,8.21,58.68,72.36,B,10.9,Yes,Yes,PhD,High,2,8.3
S3547,John,Brown,student2547@university.com,Male,19,Business,89.22,59.78,45.92,75.22,75.46,1.98,67.28,87.5,A,19.4,No,Yes,Bachelor's,Medium,9,8.1
S3548,Emma,Davis,student2548@university.com,Female,22,Business,87.46,76.56,56.76,60.86,85.34,5.48,58.41,85.94,A,14.2,No,Yes,None,Medium,1,7.1
S3549,John,Smith,student2549@university.com,Male,24,Business,78.59,62.03,46.56,63.33,60.37,4.46,94.04,65.69,C,12.8,No,Yes,,Medium,1,8.0
S3550,Liam,Johnson,student2550@university.com,Female,24,Business,,80.37,55.4,58.53,66.36,3.26,77.42,58.44,D,11.0,No,Yes,Bachelor's,Low,7,7.1
S3551,Ali,Brown,student2551@university.com,Male,21,Mathematics,87.29,54.22,90.26,52.83,70.95,6.18,92.62,81.07,A,16.4,No,Yes,None,High,10,8.2
S3552,Ali,Smith,student2552@university.com,Male,18,Engineering,60.34,82.06,76.91,80.96,89.72,5.02,99.26,83.85,C,9.2,No,Yes,Bachelor's,Medium,6,8.7
S3553,Maria,Williams,student2553@university.com,Male,20,Engineering,,60.85,53.64,83.64,74.68,3.35,77.51,78.4,F,26.3,No,Yes,Bachelor's,Medium,6,7.8
S3554,Ali,Williams,student2554@university.com,Male,19,Business,90.23,67.35,92.31,58.3,74.64,6.89,55.91,60.66,A,19.8,No,Yes,High School,Medium,8,8.8
S3555,Emma,Brown,student2555@university.com,Female,21,Engineering,91.11,73.46,88.04,80.77,71.54,2.8,68.06,63.83,A,6.6,Yes,Yes,Master's,Low,4,6.2
S3556,Liam,Davis,student2556@university.com,Female,19,Mathematics,73.65,81.17,85.22,99.1,61.43,6.43,51.81,85.42,C,16.4,No,No,None,High,5,8.6
S3557,Omar,Williams,student2557@university.com,Female,21,CS,59.62,54.32,90.86,53.72,96.15,9.57,92.47,98.13,C,20.7,No,No,High School,High,5,5.1
S3558,Liam,Jones,student2558@university.com,Female,24,CS,54.99,90.16,77.18,74.52,65.89,7.29,50.89,97.24,D,26.5,No,No,PhD,Low,6,4.2
S3559,Emma,Brown,student2559@university.com,Male,22,CS,87.17,83.31,70.09,86.65,78.37,4.18,79.61,75.98,B,5.6,No,Yes,High School,Medium,1,4.6
S3560,Emma,Smith,student2560@university.com,Female,19,CS,94.31,54.05,62.44,52.3,57.44,7.48,55.31,94.33,A,16.4,No,Yes,High School,Low,4,4.8
S3561,Maria,Brown,student2561@university.com,Female,22,CS,82.54,98.5,53.43,88.91,71.71,8.09,50.38,51.47,F,22.6,No,Yes,Bachelor's,Low,3,8.1
S3562,Maria,Johnson,student2562@university.com,Female,23,Business,57.21,79.89,73.44,98.98,95.19,3.26,62.81,93.06,F,9.9,Yes,Yes,Master's,Low,7,6.0
S3563,Ali,Davis,student2563@university.com,Male,23,CS,96.74,67.15,93.37,54.42,99.77,7.05,77.59,73.81,A,10.5,Yes,Yes,High School,High,1,5.2
S3564,Sara,Davis,student2564@university.com,Female,24,Business,99.46,49.45,75.64,91.11,68.09,4.34,53.75,89.08,A,17.2,No,Yes,,Medium,2,8.1
S3565,Liam,Brown,student2565@university.com,Female,20,Engineering,71.67,71.99,95.18,68.93,57.7,8.19,80.74,50.28,D,27.1,Yes,Yes,Bachelor's,Medium,8,5.0
S3566,Liam,Williams,student2566@university.com,Male,22,CS,79.74,49.89,61.42,57.21,65.72,2.95,83.6,93.43,F,15.0,No,Yes,High School,High,2,4.4
S3567,Sara,Williams,student2567@university.com,Male,21,CS,,65.77,81.71,74.66,66.36,9.38,98.48,79.75,B,17.1,Yes,Yes,,Medium,9,6.3
S3568,Maria,Jones,student2568@university.com,Female,20,Engineering,,64.52,78.92,53.58,82.23,5.75,94.98,62.01,B,20.9,No,Yes,None,Low,4,4.3
S3569,Ali,Jones,student2569@university.com,Female,19,Business,98.39,83.2,80.23,76.11,74.81,3.53,78.34,67.37,B,12.8,No,Yes,High School,Low,3,5.4
S3570,Sara,Davis,student2570@university.com,Male,19,Business,55.74,51.54,78.7,50.97,88.42,4.19,89.67,60.03,C,26.7,No,No,None,Low,4,7.5
S3571,Ali,Jones,student2571@university.com,Female,21,Business,79.04,89.31,53.3,86.43,85.07,3.48,68.18,71.22,A,29.0,No,Yes,None,Low,9,5.9
S3572,Ali,Smith,student2572@university.com,Male,18,Mathematics,84.6,59.57,48.62,74.4,62.57,1.46,79.29,66.5,C,21.3,No,Yes,PhD,High,7,4.4
S3573,Ali,Jones,student2573@university.com,Female,18,Engineering,94.5,66.64,98.72,72.95,89.21,0.68,70.17,76.73,B,21.0,No,Yes,Bachelor's,Medium,4,6.0
S3574,Ahmed,Smith,student2574@university.com,Female,19,Mathematics,,86.34,42.72,59.81,92.37,3.22,66.85,90.74,A,21.8,No,No,Master's,Low,7,6.6
S3575,Emma,Jones,student2575@university.com,Female,24,Business,98.9,77.52,68.06,68.06,79.92,4.59,86.38,99.11,A,9.8,Yes,Yes,Master's,Medium,8,5.3
S3576,Ali,Davis,student2576@university.com,Female,24,Business,75.6,58.48,65.5,59.09,96.38,3.62,64.83,62.57,B,23.3,Yes,Yes,High School,Low,8,4.9
S3577,Ahmed,Davis,student2577@university.com,Female,21,CS,91.54,63.17,61.6,86.77,89.15,0.14,69.03,55.33,A,13.7,Yes,Yes,PhD,Low,6,7.8
S3578,Maria,Smith,student2578@university.com,Male,18,Mathematics,71.36,58.35,86.92,59.95,79.77,5.79,68.36,69.78,F,29.8,Yes,No,None,Low,1,4.3
S3579,Sara,Brown,student2579@university.com,Male,22,Engineering,71.12,75.69,84.72,80.84,95.31,1.45,93.52,57.18,D,23.8,No,Yes,High School,High,10,8.8
S3580,Emma,Davis,student2580@university.com,Female,19,Business,62.67,59.96,94.31,63.98,80.02,2.11,58.52,91.71,A,19.6,No,Yes,Bachelor's,Low,3,4.0
S3581,Omar,Brown,student2581@university.com,Female,23,CS,90.91,83.54,63.73,82.85,76.06,1.21,69.07,75.06,B,27.8,Yes,Yes,Master's,High,6,7.3
S3582,Sara,Williams,student2582@university.com,Female,22,CS,99.29,74.79,73.85,77.02,67.81,5.2,94.39,81.0,A,29.3,No,Yes,Master's,Medium,1,4.7
S3583,Emma,Smith,student2583@university.com,Male,21,CS,62.82,48.74,93.54,71.17,94.14,0.95,50.77,57.53,B,25.5,No,No,None,Medium,5,6.7
S3584,Omar,Davis,student2584@university.com,Male,23,CS,52.81,58.62,99.63,83.65,56.14,2.56,97.39,87.48,D,23.9,No,Yes,,High,2,4.9
S3585,Sara,Johnson,student2585@university.com,Male,22,CS,90.78,53.29,98.16,70.79,73.68,4.52,94.95,98.68,A,6.5,No,Yes,,Low,1,4.2
S3586,Emma,Williams,student2586@university.com,Male,18,Business,81.01,63.42,83.07,91.07,76.87,1.68,70.89,74.12,F,22.7,Yes,Yes,Master's,High,10,8.3
S3587,Sara,Brown,student2587@university.com,Male,24,CS,97.98,70.96,48.59,,77.74,4.46,82.65,98.12,B,13.4,Yes,Yes,Bachelor's,Low,3,6.1
S3588,Sara,Davis,student2588@university.com,Male,18,CS,62.61,70.41,41.39,77.03,82.59,3.43,99.55,51.74,B,28.2,No,Yes,PhD,High,2,5.4
S3589,Omar,Smith,student2589@university.com,Male,23,CS,53.55,85.27,89.51,93.85,75.29,8.61,77.75,51.79,D,20.3,No,Yes,,High,6,8.7
S3590,Sara,Jones,student2590@university.com,Male,20,Engineering,74.62,51.35,90.46,91.44,62.84,7.95,54.84,98.0,B,14.3,No,Yes,Master's,High,6,4.4
S3591,Sara,Johnson,student2591@university.com,Female,24,CS,54.27,96.79,84.78,76.59,92.85,9.93,92.68,85.01,D,13.5,No,Yes,Master's,High,7,5.7
S3592,Omar,Brown,student2592@university.com,Male,19,CS,63.09,60.57,56.8,53.42,82.88,5.29,56.71,59.43,F,18.9,No,Yes,High School,Low,7,4.9
S3593,Maria,Williams,student2593@university.com,Male,23,Engineering,56.3,58.01,78.39,78.3,92.91,5.75,62.86,68.19,C,17.3,No,Yes,None,High,5,9.0
S3594,Ali,Smith,student2594@university.com,Male,21,Engineering,,81.11,58.97,67.76,63.8,9.47,93.68,75.39,D,14.8,No,Yes,Master's,Low,3,6.7
S3595,Liam,Johnson,student2595@university.com,Male,19,CS,55.31,88.33,67.04,77.01,81.85,4.0,62.8,85.13,F,10.2,No,No,Master's,Medium,6,8.1
S3596,John,Smith,student2596@university.com,Female,22,CS,97.7,62.71,62.95,82.36,85.71,5.56,87.25,92.1,A,24.9,No,Yes,Master's,High,3,4.8
S3597,Ahmed,Davis,student2597@university.com,Male,24,CS,63.93,84.81,94.82,82.24,69.17,3.79,72.38,54.13,D,15.8,Yes,Yes,None,Low,5,5.5
S3598,John,Jones,student2598@university.com,Female,21,Mathematics,72.19,93.02,54.05,83.68,90.61,5.46,87.99,82.83,B,7.5,Yes,Yes,Master's,Low,3,7.1
S3599,John,Williams,student2599@university.com,Female,21,CS,94.93,86.01,74.66,83.96,50.13,0.81,61.62,73.84,A,7.1,No,Yes,Master's,High,6,4.9
S3600,Emma,Smith,student2600@university.com,Female,18,Engineering,83.87,42.05,61.66,55.46,79.75,7.84,70.98,79.88,A,11.0,Yes,No,High School,Low,4,6.5
S3601,Ali,Brown,student2601@university.com,Male,22,CS,80.9,89.64,79.78,59.59,80.68,9.85,65.91,75.43,F,18.8,No,Yes,Bachelor's,Low,9,8.7
S3602,Emma,Davis,student2602@university.com,Male,18,Engineering,85.28,86.47,73.87,81.53,76.69,0.66,62.45,72.53,A,8.7,No,Yes,PhD,Medium,2,8.7
S3603,Ali,Davis,student2603@university.com,Male,18,CS,91.44,80.16,95.44,,81.5,8.01,65.72,60.28,A,10.4,No,No,,High,7,5.8
S3604,Omar,Williams,student2604@university.com,Female,24,CS,93.88,85.6,46.1,88.14,58.36,2.42,66.15,73.62,A,17.5,No,Yes,,High,5,6.6
S3605,Omar,Davis,student2605@university.com,Female,20,Engineering,82.13,98.77,53.24,56.25,84.24,1.98,97.77,59.48,F,10.4,No,No,,Medium,9,5.0
S3606,Liam,Brown,student2606@university.com,Female,18,CS,94.5,65.87,85.98,59.58,66.79,6.93,76.66,52.23,A,26.5,No,Yes,Bachelor's,Medium,10,8.9
S3607,Ali,Smith,student2607@university.com,Female,19,CS,76.77,44.03,62.13,77.92,72.6,0.44,73.1,68.69,B,19.8,Yes,Yes,,High,5,6.6
S3608,Sara,Williams,student2608@university.com,Male,21,Engineering,63.86,67.65,49.95,75.04,66.66,4.63,75.17,51.25,F,7.1,No,Yes,High School,Medium,5,5.0
S3609,Maria,Davis,student2609@university.com,Male,24,Mathematics,94.0,42.79,70.2,63.32,73.7,0.01,99.81,78.13,A,8.5,No,Yes,None,Medium,2,8.2
S3610,Liam,Davis,student2610@university.com,Male,18,CS,,57.66,79.13,70.42,81.08,5.54,82.68,53.62,C,9.9,No,Yes,Bachelor's,Low,3,6.1
S3611,Liam,Brown,student2611@university.com,Female,23,Engineering,95.31,75.21,42.69,51.75,91.92,4.62,85.17,71.88,B,20.7,Yes,No,None,High,6,7.2
S3612,Sara,Jones,student2612@university.com,Female,19,Mathematics,52.01,58.58,57.5,51.85,74.17,9.15,65.68,99.01,D,7.6,No,No,High School,Medium,4,8.2
S3613,Maria,Jones,student2613@university.com,Male,22,Business,69.88,81.12,88.57,54.75,66.16,7.2,73.58,50.49,D,6.1,No,No,Master's,Medium,3,5.5
S3614,Emma,Davis,student2614@university.com,Male,21,Engineering,97.39,89.32,71.21,,74.4,1.26,59.2,68.34,A,23.2,No,Yes,None,Low,5,6.9
S3615,Maria,Smith,student2615@university.com,Female,24,Business,62.48,65.23,42.12,93.19,84.44,3.55,84.26,83.66,C,17.0,No,Yes,Bachelor's,Medium,9,4.3
S3616,Emma,Williams,student2616@university.com,Male,23,CS,,94.01,56.92,63.01,67.34,9.32,67.22,57.95,C,26.2,Yes,Yes,None,Medium,3,5.2
S3617,Omar,Davis,student2617@university.com,Male,24,Engineering,97.7,44.79,78.35,51.7,70.71,7.25,87.41,78.04,A,24.8,Yes,Yes,High School,Low,7,4.7
S3618,John,Johnson,student2618@university.com,Female,24,CS,94.11,90.41,51.96,,78.14,5.94,60.66,62.91,A,11.8,No,Yes,None,High,9,7.2
S3619,Omar,Williams,student2619@university.com,Female,23,CS,78.18,89.71,89.64,92.77,64.7,5.59,70.18,61.14,A,9.8,No,Yes,Master's,High,4,5.3
S3620,Omar,Jones,student2620@university.com,Female,22,Engineering,82.35,59.32,80.59,56.91,60.45,3.98,73.56,94.75,B,17.9,Yes,Yes,,Low,7,7.8
S3621,John,Davis,student2621@university.com,Male,23,CS,,57.92,68.28,69.29,57.02,5.85,58.33,60.16,F,7.0,No,Yes,,Low,7,7.8
S3622,Maria,Brown,student2622@university.com,Female,19,Engineering,88.79,58.31,94.94,57.94,67.63,7.72,53.48,68.83,A,20.8,No,No,PhD,Low,3,7.9
S3623,Liam,Johnson,student2623@university.com,Male,24,Engineering,81.5,88.68,63.51,,52.42,1.28,65.85,58.48,C,5.3,Yes,Yes,,Medium,1,4.7
S3624,Maria,Davis,student2624@university.com,Male,22,Engineering,99.11,89.9,54.1,82.41,79.17,9.7,77.24,64.19,A,25.1,Yes,Yes,High School,Medium,4,6.6
S3625,Emma,Smith,student2625@university.com,Female,24,CS,84.28,59.78,79.68,98.38,58.8,2.39,82.63,64.66,B,27.3,No,No,Master's,Medium,9,7.4
S3626,Sara,Johnson,student2626@university.com,Male,23,CS,98.77,75.56,74.4,83.91,68.87,4.48,71.26,66.34,B,29.9,No,No,Bachelor's,Low,10,5.6
S3627,Emma,Davis,student2627@university.com,Female,22,Engineering,52.87,48.34,60.11,99.24,63.46,0.23,75.01,82.05,D,13.6,Yes,Yes,Master's,Low,7,5.3
S3628,Sara,Smith,student2628@university.com,Female,22,Mathematics,56.95,68.13,60.62,71.72,81.52,5.5,77.16,87.13,F,19.0,No,Yes,,Medium,10,7.6
S3629,Omar,Johnson,student2629@university.com,Male,18,CS,72.57,99.93,63.89,94.89,92.52,3.82,75.6,75.53,A,26.6,Yes,Yes,High School,High,6,5.8
S3630,John,Smith,student2630@university.com,Male,18,CS,69.24,49.53,57.47,60.25,81.67,2.5,54.52,80.52,A,16.6,Yes,No,PhD,High,5,5.2
S3631,Omar,Smith,student2631@university.com,Female,18,Business,89.14,96.85,82.61,,77.13,9.86,70.25,90.66,B,13.2,No,Yes,Bachelor's,Medium,10,6.8
S3632,Ali,Johnson,student2632@university.com,Female,23,CS,58.03,89.46,79.08,85.13,83.45,4.28,60.22,99.98,C,6.2,No,Yes,High School,Low,10,7.1
S3633,Maria,Johnson,student2633@university.com,Female,21,Business,98.8,98.33,66.45,68.57,51.5,4.14,76.69,72.83,A,14.9,No,Yes,High School,Low,1,7.9
S3634,Sara,Smith,student2634@university.com,Female,19,Engineering,65.75,50.77,63.87,,56.14,4.63,87.9,96.82,C,7.0,No,Yes,High School,Medium,4,4.2
S3635,Emma,Jones,student2635@university.com,Female,23,Engineering,,52.81,61.9,83.56,54.75,1.16,78.97,74.52,A,14.1,Yes,Yes,None,Low,3,4.9
S3636,John,Johnson,student2636@university.com,Female,24,CS,63.74,41.01,57.01,66.67,54.91,3.93,61.09,89.1,F,13.6,No,Yes,,Low,3,7.9
S3637,Sara,Davis,student2637@university.com,Male,18,CS,78.97,83.48,45.14,78.63,63.02,3.36,60.39,78.66,C,21.2,No,Yes,PhD,High,1,6.7
S3638,Emma,Williams,student2638@university.com,Male,22,CS,52.93,78.65,56.09,64.97,76.6,4.65,51.85,94.2,C,14.2,No,Yes,PhD,Low,3,8.0
S3639,Maria,Brown,student2639@university.com,Male,23,Business,,50.68,59.27,89.19,55.73,8.57,71.32,72.44,B,14.6,No,No,Bachelor's,High,10,6.2
S3640,Omar,Smith,student2640@university.com,Male,22,Business,87.29,87.47,72.86,65.62,96.76,1.93,71.64,84.79,A,12.2,Yes,Yes,None,Low,10,6.3
S3641,Maria,Smith,student2641@university.com,Female,24,Engineering,59.33,57.95,86.43,76.75,92.71,6.08,61.82,73.32,D,20.2,No,Yes,Master's,Low,8,5.9
S3642,Ahmed,Brown,student2642@university.com,Male,22,Business,61.78,48.1,63.74,,98.58,0.38,88.21,92.85,C,14.7,No,Yes,PhD,Medium,4,7.5
S3643,Ali,Jones,student2643@university.com,Male,22,CS,,65.35,96.69,89.59,52.13,3.17,69.32,99.72,A,28.7,Yes,Yes,Master's,Low,7,7.0
S3644,Ahmed,Brown,student2644@university.com,Female,20,Engineering,,45.46,89.64,81.02,92.57,4.73,83.47,62.17,D,27.3,No,Yes,,High,2,6.0
S3645,John,Johnson,student2645@university.com,Male,21,Engineering,71.87,55.79,99.09,59.61,90.19,0.74,82.0,73.72,A,10.9,Yes,Yes,High School,Medium,7,4.9
S3646,Sara,Brown,student2646@university.com,Female,19,Business,,62.28,92.57,60.77,95.11,5.44,80.24,54.06,B,15.1,No,Yes,High School,Medium,6,4.0
S3647,John,Smith,student2647@university.com,Female,19,CS,67.34,91.11,77.0,,76.4,3.1,95.4,57.05,A,20.9,No,Yes,PhD,Medium,8,4.5
S3648,Omar,Brown,student2648@university.com,Female,18,Engineering,84.95,87.55,75.91,78.83,89.39,9.93,50.79,96.46,F,5.4,No,Yes,High School,High,8,4.5
S3649,Emma,Williams,student2649@university.com,Female,20,Business,54.51,66.57,47.77,77.42,52.56,6.31,53.4,77.18,C,10.7,Yes,No,None,High,8,6.8
S3650,Maria,Davis,student2650@university.com,Female,23,Engineering,94.42,83.47,83.34,63.69,53.79,2.44,86.11,69.76,A,12.1,No,No,High School,Medium,10,7.8
S3651,Ahmed,Johnson,student2651@university.com,Male,23,CS,95.47,74.12,76.01,84.7,55.93,1.03,67.68,83.57,A,15.1,No,Yes,,High,4,6.3
S3652,Liam,Brown,student2652@university.com,Male,19,Engineering,55.25,60.45,70.42,94.45,95.74,0.41,99.33,78.01,C,27.2,Yes,Yes,None,Medium,9,6.1
S3653,Ahmed,Smith,student2653@university.com,Male,21,CS,99.54,83.55,81.6,52.18,53.06,0.91,60.82,64.44,B,7.4,No,Yes,,Medium,8,4.7
S3654,Omar,Davis,student2654@university.com,Female,22,Engineering,64.88,81.01,66.64,70.86,55.01,6.8,59.17,61.33,A,6.6,Yes,Yes,High School,Low,4,8.5
S3655,Ahmed,Johnson,student2655@university.com,Male,24,Mathematics,,77.15,71.43,79.68,96.52,8.55,79.41,79.51,F,21.6,No,Yes,None,Low,2,7.7
S3656,Omar,Smith,student2656@university.com,Male,18,Engineering,50.25,77.08,63.9,,55.37,1.57,63.97,59.41,F,14.1,Yes,Yes,High School,Medium,1,6.1
S3657,Liam,Jones,student2657@university.com,Male,21,Engineering,70.43,80.98,83.04,50.98,93.49,4.02,67.02,56.96,D,9.4,Yes,Yes,None,Low,2,4.5
S3658,John,Williams,student2658@university.com,Male,19,Engineering,81.49,63.07,92.6,60.53,89.46,3.54,96.05,65.92,D,22.5,Yes,Yes,Master's,Medium,5,8.2
S3659,Maria,Jones,student2659@university.com,Female,20,CS,,92.14,90.45,53.09,52.01,6.45,51.31,93.07,D,11.1,Yes,Yes,None,Medium,5,4.8
S3660,Sara,Williams,student2660@university.com,Male,18,CS,91.84,49.74,87.16,78.45,51.09,1.83,76.56,51.84,A,19.1,No,Yes,Master's,Low,10,7.4
S3661,Emma,Brown,student2661@university.com,Female,19,Mathematics,85.83,93.03,40.83,82.27,76.72,9.53,66.74,91.66,A,15.2,Yes,Yes,High School,Medium,2,5.7
S3662,Sara,Johnson,student2662@university.com,Female,23,Engineering,67.51,60.54,94.71,57.99,99.86,7.29,67.3,81.05,A,14.0,No,No,None,Medium,4,8.3
S3663,John,Brown,student2663@university.com,Male,18,CS,86.72,47.5,56.49,66.65,93.94,9.55,62.39,52.02,A,23.0,Yes,Yes,PhD,Low,8,6.9
S3664,Emma,Williams,student2664@university.com,Female,19,CS,97.02,76.0,93.28,66.49,65.5,2.77,56.74,80.1,A,20.3,No,Yes,,Low,1,5.1
S3665,Ahmed,Williams,student2665@university.com,Female,23,Engineering,54.65,62.56,51.82,90.99,69.32,5.88,51.72,71.3,C,17.8,Yes,Yes,None,Low,2,4.1
S3666,Liam,Williams,student2666@university.com,Female,24,Business,,88.93,66.38,59.73,69.4,7.32,99.38,92.06,C,8.2,No,Yes,None,Medium,2,5.1
S3667,Liam,Davis,student2667@university.com,Female,23,Business,73.17,65.85,84.96,77.42,86.71,7.11,83.02,95.36,D,19.6,Yes,Yes,Bachelor's,Medium,5,5.8
S3668,Ali,Smith,student2668@university.com,Female,22,CS,74.9,80.11,78.42,89.15,67.06,0.21,88.86,64.32,A,22.3,No,Yes,PhD,Low,2,7.5
S3669,John,Johnson,student2669@university.com,Female,20,Mathematics,77.11,58.5,64.96,91.48,57.39,9.98,53.25,89.21,C,25.4,No,Yes,,Low,8,5.1
S3670,John,Brown,student2670@university.com,Female,22,Engineering,65.03,52.57,80.72,83.33,87.36,9.28,50.74,65.49,B,12.5,No,Yes,None,Low,3,5.3
S3671,Maria,Brown,student2671@university.com,Male,19,Engineering,,63.28,72.94,64.98,72.9,1.2,80.01,64.78,D,11.6,No,No,,High,3,6.2
S3672,Sara,Jones,student2672@university.com,Male,24,Engineering,82.25,76.41,56.54,91.15,53.84,5.44,86.19,59.63,A,23.7,No,Yes,,Medium,8,4.2
S3673,John,Williams,student2673@university.com,Female,21,CS,78.89,79.42,78.78,,89.5,3.15,69.74,83.92,B,16.7,Yes,Yes,None,Medium,1,7.8
S3674,John,Williams,student2674@university.com,Female,24,Mathematics,,74.69,52.25,85.22,79.27,8.79,69.39,63.08,F,15.1,Yes,Yes,None,Medium,4,4.4
S3675,Ahmed,Williams,student2675@university.com,Male,24,CS,73.85,99.28,81.64,53.37,74.47,6.98,69.22,73.24,A,9.0,No,Yes,None,Medium,7,7.7
S3676,Ahmed,Brown,student2676@university.com,Male,24,CS,67.81,81.47,40.19,52.16,83.67,2.24,57.64,90.61,B,15.9,Yes,Yes,Master's,High,5,5.3
S3677,Emma,Jones,student2677@university.com,Male,22,Business,74.55,95.89,72.93,84.77,75.27,0.34,87.7,89.6,F,23.2,No,Yes,Bachelor's,High,3,6.3
S3678,Omar,Smith,student2678@university.com,Male,21,Engineering,96.09,47.08,64.06,97.24,82.42,2.92,60.76,92.77,A,16.3,No,Yes,PhD,Medium,8,6.1
S3679,Omar,Davis,student2679@university.com,Female,23,Business,74.03,43.68,58.19,88.69,93.37,0.38,66.22,58.05,A,26.8,No,Yes,Master's,Low,5,5.3
S3680,Ali,Johnson,student2680@university.com,Female,19,Engineering,50.7,58.66,70.94,91.57,80.68,1.41,83.56,79.34,D,5.1,No,Yes,None,Medium,6,5.3
S3681,Omar,Smith,student2681@university.com,Male,20,CS,71.94,48.2,78.72,77.25,82.98,6.36,50.01,95.74,C,9.5,No,No,PhD,Medium,1,8.7
S3682,Maria,Brown,student2682@university.com,Male,21,Mathematics,91.03,71.55,97.92,65.23,80.69,7.45,88.31,52.1,A,20.4,No,Yes,Master's,Low,3,5.5
S3683,Ali,Davis,student2683@university.com,Male,19,CS,89.0,71.14,89.98,,76.56,4.68,94.95,89.73,A,21.8,No,Yes,Bachelor's,Medium,10,4.9
S3684,Emma,Davis,student2684@university.com,Male,21,Business,75.67,74.5,83.03,85.6,58.6,6.0,52.58,62.31,B,11.9,No,No,Master's,Low,4,5.3
S3685,Ahmed,Davis,student2685@university.com,Female,22,CS,,84.71,68.74,83.77,66.78,1.56,79.58,83.48,F,28.5,No,Yes,High School,Low,10,7.5
S3686,Omar,Williams,student2686@university.com,Male,19,Business,73.25,98.28,63.53,97.34,84.66,3.17,70.42,85.87,F,13.3,No,Yes,None,Low,10,5.5
S3687,Sara,Johnson,student2687@university.com,Male,22,CS,78.19,92.7,41.95,68.36,71.27,7.13,53.92,96.28,B,15.3,Yes,No,Master's,Medium,4,4.9
S3688,Ahmed,Brown,student2688@university.com,Male,18,Engineering,99.99,47.1,61.55,51.98,70.31,3.65,84.11,75.44,A,29.4,No,Yes,,Low,5,6.1
S3689,Liam,Brown,student2689@university.com,Female,19,Business,82.21,60.31,90.9,95.42,87.96,3.49,80.62,92.41,A,17.0,No,Yes,None,High,9,4.6
S3690,Maria,Davis,student2690@university.com,Female,21,Engineering,84.71,55.35,63.04,,50.28,1.94,82.13,52.27,C,20.3,Yes,Yes,High School,Low,4,6.0
S3691,Ahmed,Brown,student2691@university.com,Female,18,Business,74.57,50.61,67.7,84.87,83.95,5.95,90.67,71.03,C,18.5,No,Yes,High School,Low,7,8.3
S3692,Maria,Johnson,student2692@university.com,Male,22,Business,,72.68,56.31,93.66,74.46,8.1,64.35,71.98,A,9.4,Yes,Yes,Master's,High,8,5.9
S3693,Maria,Johnson,student2693@university.com,Male,22,Business,90.65,73.2,56.45,65.51,68.84,4.69,83.85,76.91,A,29.8,Yes,Yes,,Medium,7,6.6
S3694,Maria,Jones,student2694@university.com,Male,21,Mathematics,74.75,53.63,43.71,,67.03,1.16,87.17,74.07,B,6.5,No,Yes,Master's,Low,2,7.9
S3695,Emma,Jones,student2695@university.com,Female,18,Engineering,99.73,82.71,76.83,,58.64,8.38,58.44,98.4,B,29.6,No,Yes,High School,Low,1,6.6
S3696,Maria,Smith,student2696@university.com,Female,24,CS,72.86,83.97,66.88,89.71,66.71,0.71,97.85,53.93,F,16.7,No,Yes,,Low,5,4.2
S3697,Maria,Johnson,student2697@university.com,Male,23,CS,,41.26,76.36,53.49,69.57,4.72,67.0,63.25,B,9.7,No,Yes,Master's,Medium,8,5.1
S3698,Liam,Johnson,student2698@university.com,Male,20,CS,84.13,63.75,72.81,82.76,71.87,2.61,85.69,98.43,F,9.2,No,Yes,,Medium,1,8.5
S3699,Sara,Johnson,student2699@university.com,Female,21,CS,52.33,93.41,87.93,83.86,83.62,9.36,87.7,72.27,D,21.4,Yes,Yes,None,Medium,2,8.0
S3700,Ali,Jones,student2700@university.com,Male,22,Engineering,62.53,71.22,85.06,,72.68,7.38,75.2,78.56,A,22.8,Yes,Yes,High School,Medium,9,7.8
S3701,John,Davis,student2701@university.com,Male,19,CS,67.69,60.86,86.29,84.35,89.81,5.66,56.44,54.05,F,27.5,No,Yes,Master's,Low,6,6.7
S3702,Liam,Davis,student2702@university.com,Male,18,CS,86.97,55.22,69.95,96.16,81.99,6.68,63.78,64.2,A,10.9,No,Yes,,High,1,5.8
S3703,Ali,Brown,student2703@university.com,Female,23,CS,74.71,54.6,61.23,86.69,59.48,5.33,61.71,51.98,F,15.8,No,Yes,Master's,High,8,7.5
S3704,Maria,Davis,student2704@university.com,Male,20,Business,51.43,45.99,96.01,98.06,63.86,1.48,75.93,56.88,F,29.3,No,Yes,None,High,3,7.3
S3705,Sara,Williams,student2705@university.com,Male,19,Engineering,80.84,89.03,43.26,72.43,53.96,7.09,63.06,81.67,D,15.7,Yes,Yes,None,Medium,4,7.2
S3706,Ahmed,Jones,student2706@university.com,Male,18,CS,70.57,45.2,49.16,76.41,97.29,4.93,77.34,88.18,D,16.5,No,Yes,Bachelor's,High,10,6.5
S3707,Sara,Johnson,student2707@university.com,Male,23,Business,96.09,57.54,65.18,63.19,94.33,6.34,64.41,93.5,A,12.2,Yes,Yes,Master's,Medium,5,5.3
S3708,Liam,Davis,student2708@university.com,Female,21,CS,,42.74,76.84,99.28,54.24,0.45,50.05,62.57,F,26.8,No,Yes,None,Medium,9,6.2
S3709,Maria,Jones,student2709@university.com,Female,23,Mathematics,85.45,86.88,40.49,52.76,78.7,1.42,68.16,66.64,A,14.1,No,Yes,High School,Medium,5,6.6
S3710,Sara,Davis,student2710@university.com,Female,21,Engineering,,42.36,83.16,67.93,98.02,5.89,80.34,78.47,F,20.9,No,Yes,None,Medium,6,5.1
S3711,Omar,Smith,student2711@university.com,Male,24,CS,88.05,58.5,73.52,64.88,87.36,4.59,88.68,54.18,A,9.6,Yes,Yes,,Medium,7,5.2
S3712,Sara,Johnson,student2712@university.com,Female,18,Engineering,86.05,74.4,69.08,69.33,74.59,2.27,51.42,90.34,A,20.4,No,Yes,,Low,5,8.0
S3713,Maria,Smith,student2713@university.com,Male,23,Business,95.2,64.57,65.41,95.89,62.06,2.41,62.92,74.16,B,28.3,No,Yes,PhD,Low,5,5.6
S3714,Emma,Johnson,student2714@university.com,Female,20,Engineering,51.69,56.94,71.17,68.4,63.95,6.32,99.27,98.28,C,24.4,No,Yes,High School,High,2,8.9
S3715,Omar,Jones,student2715@university.com,Male,23,Business,72.38,56.51,49.71,95.85,86.81,0.59,63.09,55.87,B,6.7,No,Yes,PhD,Low,2,6.2
S3716,Sara,Brown,student2716@university.com,Female,18,CS,83.96,87.87,46.52,71.17,89.03,4.34,88.86,56.66,B,20.8,No,Yes,Bachelor's,Low,6,7.0
S3717,John,Davis,student2717@university.com,Female,19,CS,54.76,98.44,57.38,92.74,76.43,5.23,75.47,67.43,C,19.0,No,No,Master's,Low,10,6.5
S3718,John,Davis,student2718@university.com,Female,19,CS,70.53,60.88,82.57,76.09,56.05,3.08,56.11,60.34,D,13.5,No,Yes,,Low,6,6.5
S3719,Sara,Williams,student2719@university.com,Male,23,CS,97.11,42.35,75.3,,96.69,8.21,82.17,84.83,B,26.1,No,Yes,,Medium,10,8.5
S3720,Emma,Smith,student2720@university.com,Male,23,CS,,42.19,68.81,72.47,92.24,0.57,98.32,97.34,F,24.8,No,Yes,None,Medium,6,4.5
S3721,Ahmed,Davis,student2721@university.com,Male,21,Mathematics,99.27,85.55,74.29,,57.03,8.66,94.34,54.5,A,21.2,No,Yes,Bachelor's,Medium,3,5.7
S3722,Maria,Jones,student2722@university.com,Female,18,CS,52.84,73.14,73.56,,52.84,7.23,84.51,62.11,C,23.6,No,Yes,Bachelor's,Low,9,5.4
S3723,John,Brown,student2723@university.com,Male,21,Engineering,85.89,87.02,58.42,64.48,76.79,4.46,75.61,61.89,A,9.8,No,Yes,High School,Low,7,5.6
S3724,Ahmed,Jones,student2724@university.com,Male,20,Engineering,79.05,81.85,45.85,59.32,64.21,9.24,65.97,75.45,F,28.0,No,Yes,High School,Medium,4,8.6
S3725,Sara,Smith,student2725@university.com,Male,24,Business,75.03,94.45,93.81,66.8,64.16,7.02,67.85,72.6,B,21.7,No,Yes,Master's,Low,9,4.3
S3726,Liam,Williams,student2726@university.com,Male,19,Mathematics,98.54,93.15,75.99,81.22,54.36,9.31,67.31,86.34,A,16.7,No,Yes,,High,4,5.4
S3727,Ahmed,Davis,student2727@university.com,Male,22,Business,56.48,87.3,81.86,69.33,97.67,4.73,96.1,86.63,C,9.8,Yes,Yes,Master's,Medium,3,7.7
S3728,Omar,Jones,student2728@university.com,Male,22,Mathematics,94.8,68.51,67.84,85.62,91.51,4.53,60.57,78.64,B,22.1,No,Yes,PhD,Medium,1,5.2
S3729,Ali,Johnson,student2729@university.com,Female,18,Business,84.56,58.49,85.39,99.35,55.69,5.31,68.9,79.55,D,7.4,Yes,Yes,High School,Low,4,8.2
S3730,John,Brown,student2730@university.com,Female,18,Mathematics,62.95,70.42,75.07,,93.83,0.65,71.6,92.12,F,13.0,No,Yes,Master's,High,3,5.6
S3731,Sara,Jones,student2731@university.com,Male,22,Business,95.08,70.12,43.23,73.13,84.15,9.08,70.45,69.85,B,19.3,Yes,Yes,Bachelor's,Medium,3,4.6
S3732,Liam,Brown,student2732@university.com,Female,18,CS,71.46,76.62,93.41,58.21,66.27,6.68,50.21,50.62,C,21.2,Yes,Yes,,Medium,6,6.6
S3733,Maria,Davis,student2733@university.com,Female,19,Engineering,,51.17,58.33,,93.56,6.18,63.55,60.65,B,5.4,No,Yes,High School,Medium,9,6.6
S3734,Liam,Johnson,student2734@university.com,Male,20,Engineering,69.44,79.34,48.27,86.34,79.9,9.26,74.93,51.77,C,5.2,Yes,Yes,,High,1,4.2
S3735,Emma,Williams,student2735@university.com,Male,20,CS,92.55,67.4,45.28,60.87,92.43,9.94,88.02,69.67,A,7.8,Yes,Yes,,Low,9,7.6
S3736,Omar,Williams,student2736@university.com,Female,21,CS,81.83,77.21,83.23,59.1,73.46,1.63,78.47,67.89,C,24.2,No,Yes,Master's,Low,2,4.7
S3737,Sara,Johnson,student2737@university.com,Male,19,Engineering,57.05,54.38,82.24,68.82,75.03,7.49,69.24,54.93,D,19.2,No,Yes,High School,Low,3,5.1
S3738,Maria,Brown,student2738@university.com,Female,24,Mathematics,82.48,66.06,82.01,90.93,64.55,5.8,83.26,87.75,C,20.2,No,Yes,PhD,Medium,9,6.8
S3739,Emma,Davis,student2739@university.com,Female,18,CS,59.57,52.61,94.95,,69.38,4.61,83.29,77.65,F,20.1,Yes,Yes,None,Low,8,8.5
S3740,Emma,Jones,student2740@university.com,Female,18,Business,70.6,92.52,60.94,97.88,78.39,9.78,62.4,61.29,C,5.9,No,Yes,PhD,Medium,9,4.1
S3741,Sara,Johnson,student2741@university.com,Male,24,Business,58.51,69.28,73.67,,97.35,8.5,55.19,87.96,F,9.3,No,Yes,Master's,Medium,8,8.1
S3742,Omar,Smith,student2742@university.com,Female,21,Mathematics,,53.5,77.17,57.56,80.01,6.97,90.16,83.4,C,23.2,Yes,Yes,Master's,Medium,6,7.8
S3743,Ahmed,Brown,student2743@university.com,Male,21,Mathematics,60.59,42.47,98.77,52.13,57.37,3.83,76.49,59.58,F,21.1,Yes,Yes,None,Medium,10,4.8
S3744,Ahmed,Williams,student2744@university.com,Male,18,Business,76.82,80.54,58.74,69.95,50.35,6.66,58.83,99.14,F,16.1,No,Yes,Master's,Medium,9,5.9
S3745,Emma,Johnson,student2745@university.com,Male,18,Engineering,,52.88,97.38,76.1,92.55,5.32,63.1,58.87,D,5.5,No,Yes,PhD,High,3,8.5
S3746,Ahmed,Williams,student2746@university.com,Male,24,CS,75.07,99.37,48.92,,68.22,2.49,88.32,88.59,B,15.4,No,Yes,High School,Low,4,4.7
S3747,Ali,Brown,student2747@university.com,Male,19,Engineering,62.38,72.02,85.84,56.71,65.75,4.5,82.66,98.41,B,11.2,No,Yes,PhD,Medium,1,4.6
S3748,Emma,Williams,student2748@university.com,Female,24,Business,84.26,57.34,77.97,56.24,90.04,2.12,97.26,86.28,C,22.4,Yes,Yes,PhD,Medium,7,7.7
S3749,Emma,Johnson,student2749@university.com,Male,21,Business,,79.46,89.01,52.34,97.27,5.0,73.25,83.29,C,25.6,No,No,PhD,Low,2,6.4
S3750,Maria,Brown,student2750@university.com,Male,24,Business,67.9,56.51,41.72,92.54,87.4,7.2,52.61,95.17,F,17.6,No,Yes,,Low,1,5.4
S3751,Ahmed,Smith,student2751@university.com,Male,24,CS,94.06,89.22,44.69,97.39,58.69,0.37,85.02,63.46,A,15.1,Yes,Yes,Master's,High,8,4.9
S3752,Omar,Johnson,student2752@university.com,Male,24,Engineering,82.2,58.49,44.18,55.78,69.57,7.65,62.75,63.86,A,11.8,Yes,Yes,PhD,Medium,10,7.6
S3753,Emma,Jones,student2753@university.com,Male,19,CS,85.65,99.29,75.58,60.66,87.97,0.2,66.19,82.06,A,7.3,No,Yes,,Low,9,6.2
S3754,Liam,Davis,student2754@university.com,Female,23,CS,63.87,76.31,76.18,,95.35,5.17,59.83,94.11,B,14.3,No,Yes,Master's,High,4,5.2
S3755,Omar,Johnson,student2755@university.com,Male,18,CS,50.03,90.66,94.37,93.88,99.93,5.73,65.45,80.87,F,22.0,Yes,Yes,High School,Medium,9,8.7
S3756,Ali,Brown,student2756@university.com,Male,22,CS,93.27,44.37,68.06,97.94,75.58,7.61,91.47,98.85,A,21.7,No,Yes,High School,Medium,3,6.8
S3757,Maria,Davis,student2757@university.com,Female,24,Business,,60.9,44.08,63.09,91.13,7.61,78.84,61.15,B,15.3,Yes,Yes,PhD,Medium,8,5.8
S3758,Sara,Johnson,student2758@university.com,Male,22,CS,56.16,84.25,52.57,65.18,52.33,4.17,55.46,91.29,C,29.1,Yes,Yes,,Low,10,7.6
S3759,Omar,Smith,student2759@university.com,Female,23,CS,,79.3,40.48,68.13,64.29,0.66,79.33,96.36,B,28.5,Yes,Yes,,Low,5,6.5
S3760,Emma,Smith,student2760@university.com,Female,18,Mathematics,83.07,51.65,86.6,75.12,68.58,6.94,81.68,71.35,C,26.9,No,Yes,High School,Low,2,4.0
S3761,Ali,Jones,student2761@university.com,Female,21,CS,82.61,61.37,88.94,84.12,98.78,5.11,94.24,98.1,D,15.9,Yes,Yes,High School,Low,5,8.2
S3762,John,Williams,student2762@university.com,Female,22,CS,93.02,55.81,99.88,,50.17,3.33,92.98,60.11,B,23.7,No,Yes,High School,High,6,4.3
S3763,Ali,Davis,student2763@university.com,Male,21,CS,57.01,76.8,64.73,,65.4,2.35,53.14,97.64,D,28.2,No,No,Bachelor's,Low,5,8.9
S3764,Ali,Brown,student2764@university.com,Male,22,CS,71.5,60.67,41.16,54.99,96.52,1.2,93.33,95.14,D,23.4,No,Yes,PhD,Low,7,5.7
S3765,Maria,Brown,student2765@university.com,Female,21,CS,54.86,58.54,54.08,89.93,65.33,2.95,52.54,53.31,C,12.9,Yes,Yes,None,Medium,4,6.6
S3766,Sara,Williams,student2766@university.com,Female,24,CS,69.48,52.44,75.27,66.72,61.25,4.58,57.71,76.07,A,6.7,No,Yes,Master's,High,10,9.0
S3767,John,Smith,student2767@university.com,Male,22,Engineering,50.76,64.54,97.72,68.88,86.5,4.78,55.58,76.44,F,29.0,No,Yes,None,Low,10,5.3
S3768,Ahmed,Smith,student2768@university.com,Female,21,CS,94.91,51.73,46.21,,87.27,5.83,59.08,52.85,A,29.8,No,Yes,,High,7,6.3
S3769,Ahmed,Johnson,student2769@university.com,Female,23,CS,,97.75,47.29,96.47,73.61,3.62,90.16,51.98,F,22.3,Yes,Yes,Bachelor's,Low,9,7.8
S3770,Omar,Jones,student2770@university.com,Female,19,Business,,49.27,82.11,85.81,97.35,9.2,84.31,50.25,F,12.9,No,Yes,High School,Low,2,6.3
S3771,Ali,Davis,student2771@university.com,Male,21,Engineering,53.0,94.8,80.03,88.79,60.14,4.96,84.35,76.23,F,26.6,No,No,None,Medium,9,5.7
S3772,Liam,Jones,student2772@university.com,Female,19,Mathematics,61.37,65.71,55.03,87.54,95.67,4.24,96.11,73.19,D,28.8,Yes,Yes,High School,Low,10,4.6
S3773,Maria,Jones,student2773@university.com,Male,19,Engineering,62.97,62.67,88.79,66.05,87.78,0.48,69.59,97.02,D,17.7,No,Yes,PhD,High,2,6.6
S3774,Liam,Johnson,student2774@university.com,Male,18,CS,69.33,53.88,47.73,87.85,68.41,5.99,50.16,67.12,B,12.8,Yes,Yes,,High,7,6.8
S3775,Maria,Jones,student2775@university.com,Male,24,Business,90.14,78.15,95.54,89.23,90.35,6.03,81.99,82.91,A,15.2,No,Yes,,Medium,5,5.2
S3776,Ahmed,Williams,student2776@university.com,Female,23,CS,69.33,81.13,52.06,76.67,56.66,5.83,93.4,50.38,C,6.8,No,Yes,PhD,Low,4,5.7
S3777,Omar,Johnson,student2777@university.com,Female,19,CS,60.23,68.05,44.88,,56.55,8.88,98.81,83.18,A,19.1,No,Yes,,Low,7,5.5
S3778,Omar,Williams,student2778@university.com,Male,20,Engineering,,43.34,60.37,87.99,96.5,7.63,68.19,95.67,D,14.5,No,Yes,,Medium,1,6.1
S3779,Omar,Johnson,student2779@university.com,Male,24,Engineering,53.97,95.11,51.27,90.85,54.74,8.67,91.11,67.74,C,27.1,No,Yes,Bachelor's,Low,3,8.0
S3780,John,Jones,student2780@university.com,Male,19,Business,88.0,98.82,71.62,66.86,50.2,0.59,92.46,65.7,A,11.9,No,Yes,,Medium,2,5.7
S3781,Sara,Williams,student2781@university.com,Female,21,Mathematics,72.24,65.86,81.21,90.08,69.45,3.18,57.22,81.3,D,5.2,Yes,Yes,PhD,Low,2,5.4
S3782,John,Williams,student2782@university.com,Female,19,CS,86.31,76.82,69.46,90.71,55.19,3.19,81.57,66.43,A,23.4,No,Yes,PhD,Medium,5,8.2
S3783,Emma,Williams,student2783@university.com,Male,21,Engineering,84.11,67.02,79.64,61.71,93.15,6.57,58.66,70.12,C,5.2,Yes,Yes,Master's,Low,10,8.1
S3784,Emma,Johnson,student2784@university.com,Male,21,Engineering,56.77,59.31,61.9,85.85,96.13,4.49,72.33,63.66,D,18.6,No,Yes,High School,Low,2,8.0
S3785,Liam,Brown,student2785@university.com,Female,20,Mathematics,57.14,44.64,41.68,59.33,74.12,7.77,93.96,67.24,D,9.5,Yes,Yes,PhD,Medium,3,7.7
S3786,Sara,Jones,student2786@university.com,Male,19,Business,87.77,67.36,98.44,54.65,71.27,3.84,89.47,83.97,A,20.3,No,Yes,Master's,Medium,7,8.4
S3787,Ahmed,Williams,student2787@university.com,Female,19,Mathematics,86.06,89.1,89.16,78.73,76.95,2.22,78.52,96.12,A,9.9,No,Yes,None,Medium,2,7.6
S3788,Sara,Davis,student2788@university.com,Female,22,CS,68.9,41.02,44.41,95.43,61.31,2.91,90.44,79.16,F,17.5,No,Yes,Bachelor's,Low,4,4.8
S3789,Maria,Brown,student2789@university.com,Male,24,Business,53.87,74.93,66.95,51.77,64.9,1.82,57.64,50.5,D,13.4,No,Yes,PhD,Low,2,4.2
S3790,Emma,Davis,student2790@university.com,Male,22,CS,50.6,92.85,78.1,91.33,55.05,1.98,59.75,63.19,F,9.6,Yes,Yes,Master's,Low,8,4.9
S3791,Ali,Jones,student2791@university.com,Female,18,CS,64.41,53.05,51.44,75.32,72.32,2.17,60.44,97.61,B,20.2,Yes,Yes,PhD,Medium,6,5.8
S3792,Ali,Jones,student2792@university.com,Female,21,Mathematics,50.46,51.0,74.68,,80.58,0.16,88.8,95.52,C,7.1,No,Yes,High School,Low,8,4.3
S3793,Ahmed,Williams,student2793@university.com,Female,20,CS,61.5,86.34,72.02,92.17,96.51,7.16,94.55,55.78,F,28.5,No,Yes,PhD,High,6,7.8
S3794,Maria,Williams,student2794@university.com,Female,22,Mathematics,70.98,55.31,52.5,93.76,86.95,4.0,78.14,95.42,A,24.5,No,Yes,PhD,High,1,7.2
S3795,Liam,Johnson,student2795@university.com,Female,19,CS,56.07,51.52,48.47,88.44,86.15,0.23,97.9,98.23,F,27.9,No,Yes,High School,High,9,7.6
S3796,John,Brown,student2796@university.com,Male,18,Business,55.21,62.68,85.54,92.15,65.4,3.7,86.4,66.23,D,6.1,Yes,Yes,PhD,High,9,4.5
S3797,Maria,Brown,student2797@university.com,Female,20,CS,94.82,63.55,59.36,58.8,94.41,9.05,78.18,85.05,A,5.1,Yes,No,High School,Medium,5,5.6
S3798,Ali,Williams,student2798@university.com,Female,23,CS,79.27,92.45,54.64,65.19,97.35,5.11,80.58,78.0,C,13.9,No,Yes,Master's,High,10,6.3
S3799,Ali,Jones,student2799@university.com,Female,19,CS,96.72,77.11,84.27,62.12,96.61,9.87,92.48,66.85,B,20.4,No,Yes,,Medium,7,7.0
S3800,Liam,Williams,student2800@university.com,Male,19,Engineering,67.29,64.36,84.16,87.12,51.94,5.4,54.51,57.67,B,11.1,No,Yes,Bachelor's,Low,3,8.0
S3801,Emma,Jones,student2801@university.com,Male,23,CS,83.86,72.06,56.58,57.68,80.22,9.63,58.4,68.35,B,18.7,Yes,Yes,,Medium,2,8.9
S3802,Maria,Jones,student2802@university.com,Female,21,Engineering,60.23,97.24,92.35,59.11,82.16,2.02,63.31,96.39,F,20.2,No,No,None,Medium,8,4.4
S3803,Maria,Williams,student2803@university.com,Female,21,CS,80.92,46.79,81.3,93.95,64.75,2.9,94.74,90.56,D,8.8,No,Yes,None,Low,3,7.2
S3804,Ali,Smith,student2804@university.com,Male,22,CS,56.48,52.46,60.75,85.29,99.62,7.0,97.25,66.53,C,24.2,No,Yes,Bachelor's,Medium,2,4.7
S3805,John,Brown,student2805@university.com,Male,22,CS,50.1,97.75,65.65,93.77,64.56,9.87,67.81,77.38,D,28.4,No,Yes,,High,7,5.5
S3806,Ahmed,Davis,student2806@university.com,Male,19,Engineering,96.58,97.44,83.6,56.97,60.83,8.25,96.19,70.3,A,21.0,No,Yes,PhD,Medium,9,7.9
S3807,Omar,Jones,student2807@university.com,Male,24,Business,77.74,50.63,52.7,69.95,74.21,5.54,77.34,73.31,A,28.7,No,No,Master's,Medium,6,9.0
S3808,Ahmed,Jones,student2808@university.com,Female,19,Business,96.35,48.71,68.13,64.16,66.16,0.85,73.66,88.06,A,11.2,Yes,Yes,High School,Medium,2,6.6
S3809,Maria,Smith,student2809@university.com,Male,22,CS,66.69,65.27,79.21,50.48,96.2,3.64,91.64,77.15,F,5.9,No,Yes,Master's,Medium,2,5.8
S3810,Ahmed,Davis,student2810@university.com,Female,23,Engineering,66.39,42.98,72.37,64.23,72.0,0.86,77.3,59.05,F,11.2,No,Yes,,Low,1,5.1
S3811,Ali,Johnson,student2811@university.com,Female,22,Business,,79.29,76.5,68.98,70.51,3.11,72.72,63.45,A,21.2,No,Yes,,Medium,9,7.9
S3812,Ali,Smith,student2812@university.com,Male,19,CS,85.3,44.65,72.77,,81.29,2.59,50.8,78.39,A,19.9,No,Yes,PhD,Low,4,8.5
S3813,Liam,Davis,student2813@university.com,Male,20,Engineering,78.29,43.48,51.95,78.32,54.06,3.89,50.64,84.64,A,11.7,No,Yes,Bachelor's,Low,4,8.2
S3814,Maria,Smith,student2814@university.com,Male,19,Engineering,96.27,69.11,64.61,69.16,87.84,8.37,81.38,75.41,B,15.2,No,Yes,High School,High,10,6.5
S3815,Liam,Jones,student2815@university.com,Male,20,CS,,97.47,71.92,52.32,88.42,1.5,53.67,81.01,B,14.2,Yes,Yes,PhD,Low,4,6.9
S3816,Maria,Brown,student2816@university.com,Female,20,CS,85.41,65.61,86.8,85.2,73.7,3.06,86.85,89.47,B,28.8,Yes,Yes,Bachelor's,High,1,8.2
S3817,Omar,Smith,student2817@university.com,Female,19,CS,66.52,61.39,79.23,,97.78,2.61,81.12,77.27,C,12.9,No,Yes,PhD,High,10,8.6
S3818,Omar,Johnson,student2818@university.com,Female,24,Engineering,59.01,99.88,65.6,,78.97,2.96,72.89,98.86,D,9.8,No,No,None,Low,8,8.7
S3819,Emma,Williams,student2819@university.com,Male,24,CS,75.52,71.92,98.46,74.28,84.76,3.61,85.49,61.78,D,19.1,No,No,PhD,High,9,7.4
S3820,Maria,Davis,student2820@university.com,Female,18,CS,75.25,62.51,46.47,98.43,96.22,2.44,99.65,95.98,C,8.1,No,Yes,None,Medium,9,5.0
S3821,John,Smith,student2821@university.com,Male,22,CS,56.85,63.15,52.41,95.7,83.32,9.43,62.32,62.38,D,17.7,No,Yes,Master's,Low,9,5.6
S3822,Ahmed,Smith,student2822@university.com,Female,24,CS,60.09,51.7,60.48,77.57,71.59,4.2,77.85,76.58,F,22.2,Yes,No,None,Medium,6,5.3
S3823,Maria,Johnson,student2823@university.com,Male,21,CS,70.41,70.73,53.71,72.25,51.24,1.14,92.14,72.8,A,28.6,No,Yes,None,High,7,4.9
S3824,Sara,Brown,student2824@university.com,Female,19,Mathematics,70.44,66.33,77.53,50.15,86.41,4.68,50.84,68.64,C,27.3,No,Yes,None,Medium,1,5.3
S3825,Emma,Smith,student2825@university.com,Female,20,CS,65.88,56.25,42.37,85.55,98.24,1.84,60.18,98.14,F,26.0,No,Yes,PhD,Medium,5,8.3
S3826,Sara,Smith,student2826@university.com,Male,19,Engineering,57.43,49.63,50.65,,73.51,2.16,76.05,63.62,D,14.8,Yes,Yes,High School,Low,6,7.9
S3827,Ali,Brown,student2827@university.com,Female,22,CS,50.22,58.67,57.6,,66.99,2.85,77.61,83.74,F,27.3,Yes,Yes,None,Medium,8,4.2
S3828,Omar,Johnson,student2828@university.com,Female,23,Engineering,98.51,70.52,81.0,79.71,75.96,1.25,54.32,90.2,B,22.9,No,Yes,Bachelor's,Low,1,4.7
S3829,Ahmed,Davis,student2829@university.com,Male,24,Engineering,97.17,43.5,92.55,99.64,86.42,7.21,70.37,59.85,A,16.0,No,Yes,PhD,Low,8,8.9
S3830,Maria,Davis,student2830@university.com,Male,24,CS,74.18,49.22,87.91,92.69,50.03,7.92,75.99,98.66,F,19.1,No,Yes,High School,Medium,7,5.1
S3831,Sara,Smith,student2831@university.com,Male,24,Business,99.75,96.86,50.92,97.68,94.36,3.94,71.15,77.33,B,15.9,Yes,Yes,High School,Medium,2,7.2
S3832,Ahmed,Brown,student2832@university.com,Male,20,Engineering,83.68,72.57,73.92,66.38,94.32,6.89,85.03,95.72,F,9.9,No,Yes,PhD,Low,7,5.0
S3833,Ali,Smith,student2833@university.com,Male,21,Business,53.44,43.81,41.8,57.47,77.06,3.89,88.57,83.19,F,16.3,No,Yes,,Medium,4,5.2
S3834,Omar,Williams,student2834@university.com,Female,21,Engineering,55.89,81.59,58.63,89.84,56.12,1.64,73.01,82.47,F,25.2,No,Yes,Master's,Low,10,6.5
S3835,John,Davis,student2835@university.com,Male,24,Mathematics,95.81,43.71,88.36,,83.59,3.97,71.28,67.28,A,11.7,Yes,No,PhD,Medium,10,6.4
S3836,Emma,Jones,student2836@university.com,Female,21,Business,81.5,84.33,67.4,60.57,56.89,5.57,85.27,88.53,C,21.0,No,Yes,High School,Medium,6,7.2
S3837,Ahmed,Williams,student2837@university.com,Female,23,Mathematics,92.16,85.0,49.0,88.24,75.38,0.41,77.77,51.49,B,18.8,No,Yes,,Medium,9,4.8
S3838,Ahmed,Smith,student2838@university.com,Male,24,Engineering,,79.06,66.31,79.1,54.68,6.54,93.52,77.79,B,28.0,Yes,Yes,High School,Medium,4,5.3
S3839,John,Johnson,student2839@university.com,Female,18,Engineering,72.4,83.93,51.88,55.48,79.45,7.43,74.06,51.61,B,23.7,No,Yes,,Low,10,7.1
S3840,Ahmed,Davis,student2840@university.com,Female,20,Business,52.43,45.28,63.59,75.09,65.9,8.6,78.72,65.34,D,14.0,No,Yes,Master's,Medium,2,4.5
S3841,Ali,Jones,student2841@university.com,Male,23,Business,59.41,83.61,69.27,96.56,91.55,1.03,56.44,54.81,D,19.0,No,No,PhD,High,9,8.5
S3842,Ali,Williams,student2842@university.com,Female,20,Mathematics,53.33,48.2,60.97,75.32,90.0,0.0,91.8,95.58,D,27.8,No,Yes,PhD,High,1,4.9
S3843,John,Davis,student2843@university.com,Male,24,CS,59.44,60.37,96.22,89.43,99.92,0.73,71.11,81.41,F,10.7,Yes,Yes,Bachelor's,Medium,6,6.2
S3844,Emma,Brown,student2844@university.com,Male,23,Business,70.53,96.56,73.75,51.45,62.88,9.24,85.95,83.43,D,16.9,No,Yes,Master's,High,7,4.5
S3845,Maria,Johnson,student2845@university.com,Male,24,CS,55.91,70.17,90.57,86.4,53.09,7.66,71.47,92.56,D,10.5,No,Yes,Bachelor's,Medium,8,7.4
S3846,Sara,Williams,student2846@university.com,Female,23,Engineering,58.34,98.05,85.64,97.34,72.15,8.35,50.05,86.65,D,15.5,No,Yes,PhD,Low,4,5.6
S3847,Maria,Brown,student2847@university.com,Female,24,CS,72.29,45.34,79.67,74.98,54.17,5.17,70.02,56.21,C,6.5,No,Yes,Bachelor's,Medium,1,4.4
S3848,Ahmed,Smith,student2848@university.com,Female,18,CS,67.01,68.65,69.81,66.89,58.92,5.27,57.38,80.88,A,26.9,Yes,Yes,Master's,High,1,7.0
S3849,Sara,Brown,student2849@university.com,Female,20,Mathematics,,43.74,40.13,82.33,79.87,2.99,69.93,98.91,C,29.5,No,Yes,PhD,Low,1,8.9
S3850,Liam,Williams,student2850@university.com,Male,23,CS,71.46,77.81,76.81,95.81,79.61,8.43,66.07,60.71,B,19.2,No,Yes,High School,Low,3,8.4
S3851,John,Williams,student2851@university.com,Female,18,Engineering,82.22,44.72,61.36,58.84,52.17,8.3,60.13,80.99,D,18.9,Yes,Yes,PhD,High,9,7.5
S3852,John,Smith,student2852@university.com,Male,19,Engineering,,50.52,47.07,70.18,72.15,3.92,56.19,78.18,F,28.9,Yes,Yes,Bachelor's,Medium,6,4.1
S3853,Emma,Brown,student2853@university.com,Female,24,CS,55.39,55.53,66.68,57.81,76.51,3.29,86.43,69.58,F,14.8,No,Yes,Bachelor's,Low,7,8.3
S3854,Sara,Brown,student2854@university.com,Female,22,CS,54.96,84.92,84.13,,63.4,7.38,87.74,97.73,D,20.5,No,No,PhD,Medium,7,8.5
S3855,Ali,Smith,student2855@university.com,Female,23,Engineering,92.64,49.84,97.7,77.02,93.6,0.26,63.25,67.82,B,25.9,Yes,Yes,,Low,2,4.2
S3856,Sara,Brown,student2856@university.com,Female,21,CS,75.32,90.8,62.45,97.21,58.05,8.6,74.76,54.68,C,17.6,No,Yes,None,Low,6,4.6
S3857,Ahmed,Davis,student2857@university.com,Female,18,Business,88.32,47.91,72.56,70.63,62.7,4.46,73.2,98.13,A,10.5,No,Yes,,Low,9,6.3
S3858,Ali,Smith,student2858@university.com,Male,18,Mathematics,,42.11,91.07,78.35,57.85,4.41,67.76,86.46,F,25.3,No,Yes,High School,Low,4,6.0
S3859,Omar,Johnson,student2859@university.com,Female,23,CS,91.44,63.7,60.04,94.26,55.83,6.69,63.88,67.12,B,11.8,Yes,Yes,High School,Medium,8,5.5
S3860,Omar,Williams,student2860@university.com,Female,18,CS,96.19,98.77,48.54,66.07,93.95,6.46,59.3,64.03,A,26.1,Yes,Yes,High School,Low,8,5.0
S3861,Liam,Johnson,student2861@university.com,Female,19,Engineering,81.77,46.62,56.91,,63.89,2.66,93.64,96.4,D,28.6,Yes,Yes,PhD,High,3,6.7
S3862,Omar,Davis,student2862@university.com,Female,18,Business,55.29,46.1,93.95,87.86,86.13,9.43,91.67,63.68,D,18.7,No,Yes,,Medium,7,7.9
S3863,John,Davis,student2863@university.com,Male,22,CS,94.76,85.07,49.56,66.53,71.4,9.86,70.86,76.86,A,6.2,No,Yes,Master's,Low,8,8.7
S3864,Sara,Jones,student2864@university.com,Female,22,CS,89.62,58.73,59.75,,81.79,5.26,86.06,60.75,A,28.9,No,Yes,None,Low,6,5.5
S3865,Omar,Jones,student2865@university.com,Male,24,Engineering,87.54,83.04,67.88,75.15,96.41,5.61,74.92,99.76,A,25.8,No,No,Master's,High,4,7.5
S3866,Maria,Jones,student2866@university.com,Female,24,Mathematics,51.84,52.0,90.83,,92.23,5.54,54.27,88.48,F,7.9,No,Yes,None,Medium,8,7.9
S3867,Emma,Smith,student2867@university.com,Male,21,CS,89.95,67.6,96.26,63.32,53.45,4.86,91.12,78.38,A,20.7,No,Yes,Bachelor's,Medium,4,6.4
S3868,Maria,Brown,student2868@university.com,Male,19,Engineering,56.9,55.92,65.55,98.67,92.26,9.45,60.96,87.29,D,12.9,Yes,Yes,Master's,Low,6,8.6
S3869,Omar,Davis,student2869@university.com,Male,22,Mathematics,61.12,67.09,95.92,75.11,72.59,2.45,85.34,95.82,D,13.3,No,Yes,PhD,Low,2,4.1
S3870,Liam,Johnson,student2870@university.com,Male,23,Engineering,78.86,86.15,49.69,92.82,67.51,1.08,76.37,98.16,B,19.5,Yes,Yes,Bachelor's,Medium,2,8.5
S3871,Emma,Johnson,student2871@university.com,Male,20,Business,63.25,85.72,49.41,59.77,83.62,9.3,84.53,89.3,F,22.8,Yes,Yes,Master's,Medium,4,8.5
S3872,Ahmed,Johnson,student2872@university.com,Female,20,Engineering,83.07,70.95,96.96,96.97,97.51,2.13,73.56,92.45,A,5.3,No,No,Bachelor's,High,6,4.7
S3873,Maria,Johnson,student2873@university.com,Male,20,Mathematics,80.4,95.7,70.58,89.72,54.71,7.49,85.13,69.89,A,8.8,Yes,Yes,Bachelor's,High,3,6.2
S3874,Liam,Jones,student2874@university.com,Female,24,Engineering,55.41,55.83,51.15,90.43,88.4,2.04,51.64,69.59,D,27.6,Yes,Yes,,Low,3,6.6
S3875,Sara,Johnson,student2875@university.com,Male,23,Business,82.8,54.42,69.28,69.49,60.18,9.6,52.04,90.41,C,17.4,Yes,Yes,,High,6,6.0
S3876,Sara,Brown,student2876@university.com,Male,18,Engineering,96.2,76.83,86.99,74.28,69.01,7.91,94.82,87.98,A,17.3,No,Yes,,High,10,8.5
S3877,Maria,Jones,student2877@university.com,Female,23,Business,58.06,77.28,89.62,,93.69,9.19,87.48,95.05,C,26.0,No,Yes,PhD,Medium,8,7.6
S3878,Omar,Johnson,student2878@university.com,Male,18,CS,79.85,42.79,91.84,89.49,77.29,9.51,91.42,56.65,C,8.2,No,No,High School,Low,6,4.6
S3879,Liam,Smith,student2879@university.com,Male,20,CS,67.09,76.47,74.17,92.45,53.37,0.84,72.83,84.54,A,22.8,Yes,No,,Low,8,8.6
S3880,Sara,Williams,student2880@university.com,Male,21,Business,72.98,62.47,92.02,53.9,75.4,4.33,72.98,82.38,C,17.7,No,Yes,None,Low,4,4.2
S3881,Ahmed,Williams,student2881@university.com,Male,21,CS,64.35,84.85,70.6,95.2,89.48,6.48,76.7,89.93,C,23.5,No,Yes,PhD,Low,5,7.0
S3882,Ali,Williams,student2882@university.com,Female,18,Engineering,,88.49,76.42,96.87,76.44,8.02,62.18,51.23,D,22.0,No,Yes,High School,High,3,6.6
S3883,Omar,Jones,student2883@university.com,Male,20,CS,51.45,73.13,85.52,79.64,58.34,2.41,86.68,91.31,F,21.7,Yes,Yes,PhD,High,7,4.4
S3884,Liam,Johnson,student2884@university.com,Male,23,Business,99.08,40.1,65.53,59.34,72.25,9.15,91.47,66.32,B,26.4,No,Yes,Bachelor's,Medium,7,7.5
S3885,Ahmed,Davis,student2885@university.com,Female,21,CS,81.24,78.18,44.41,90.92,96.22,2.21,95.36,84.36,D,18.8,No,Yes,PhD,Medium,6,8.8
S3886,Liam,Davis,student2886@university.com,Female,18,Business,75.04,84.93,61.01,77.43,82.91,8.66,75.85,80.83,A,15.2,No,Yes,,Medium,4,6.3
S3887,Emma,Davis,student2887@university.com,Male,23,Engineering,69.19,54.94,77.44,90.86,86.49,5.13,70.73,72.01,A,10.0,No,No,Master's,Medium,7,6.6
S3888,Ahmed,Jones,student2888@university.com,Male,20,CS,76.97,67.88,51.54,,89.3,5.15,91.55,87.3,A,13.6,No,No,None,Medium,3,5.9
S3889,Omar,Brown,student2889@university.com,Female,19,Engineering,69.01,97.94,48.9,54.34,54.53,3.74,87.63,98.06,B,26.7,Yes,Yes,PhD,Low,6,8.4
S3890,Emma,Smith,student2890@university.com,Male,20,CS,68.0,57.89,57.58,80.35,79.08,1.04,93.36,66.17,A,13.4,Yes,Yes,Bachelor's,Medium,4,8.6
S3891,Omar,Smith,student2891@university.com,Female,24,CS,73.2,53.39,41.93,,68.8,3.47,82.79,87.42,A,29.6,No,Yes,Bachelor's,Low,5,6.0
S3892,Sara,Williams,student2892@university.com,Male,20,CS,63.8,52.65,84.61,97.31,56.96,4.27,94.17,65.73,F,20.2,No,No,Master's,Low,6,8.5
S3893,Ali,Williams,student2893@university.com,Female,23,CS,59.0,73.53,55.52,64.83,60.14,4.79,54.45,92.28,F,25.4,No,Yes,,Medium,7,5.0
S3894,Omar,Davis,student2894@university.com,Female,23,Mathematics,77.83,96.99,47.45,60.3,89.06,7.39,83.98,71.86,C,17.3,No,Yes,Bachelor's,Medium,7,6.3
S3895,Omar,Davis,student2895@university.com,Female,22,CS,92.14,76.52,81.95,94.85,58.07,3.52,54.44,72.46,B,21.4,Yes,Yes,High School,Medium,7,5.3
S3896,Sara,Williams,student2896@university.com,Male,22,Engineering,57.64,58.2,90.58,57.44,65.62,4.07,87.45,88.59,C,29.7,No,Yes,Bachelor's,Medium,5,5.1
S3897,John,Johnson,student2897@university.com,Male,23,CS,51.64,78.31,41.19,84.33,64.24,9.06,81.42,74.81,C,17.5,Yes,Yes,PhD,Low,10,8.3
S3898,Sara,Brown,student2898@university.com,Male,23,Engineering,62.34,77.49,54.02,65.0,52.43,7.53,50.8,63.33,B,11.6,No,Yes,Master's,High,7,7.6
S3899,Emma,Brown,student2899@university.com,Male,19,CS,98.99,75.82,96.71,78.39,73.11,0.23,79.96,99.78,A,21.2,Yes,Yes,High School,Medium,5,4.3
S3900,Sara,Brown,student2900@university.com,Female,19,Engineering,,49.57,63.12,80.81,88.3,8.12,57.31,81.01,B,28.0,No,Yes,Bachelor's,High,5,7.8
S3901,Sara,Brown,student2901@university.com,Female,20,Business,79.79,78.07,96.32,70.87,51.11,9.9,57.12,82.26,F,5.4,No,Yes,None,High,3,6.9
S3902,Ali,Williams,student2902@university.com,Female,24,Engineering,96.46,65.81,56.45,,55.63,9.4,57.52,82.33,A,29.8,Yes,Yes,None,Low,9,7.9
S3903,Sara,Smith,student2903@university.com,Male,21,CS,72.26,41.12,53.08,56.59,86.01,8.36,74.19,94.17,C,18.6,No,Yes,Master's,High,9,7.0
S3904,Liam,Williams,student2904@university.com,Male,24,Engineering,99.16,72.39,52.85,69.57,79.68,6.29,55.78,59.19,A,25.0,Yes,Yes,High School,High,1,5.9
S3905,Omar,Brown,student2905@university.com,Male,19,CS,64.82,99.36,45.11,71.52,85.76,2.78,56.28,52.96,F,8.0,Yes,Yes,None,Low,4,6.5
S3906,Liam,Williams,student2906@university.com,Female,20,CS,62.02,60.98,93.79,81.55,61.51,6.54,62.81,69.34,D,12.3,No,Yes,,Low,3,4.7
S3907,Ali,Brown,student2907@university.com,Male,24,Engineering,81.9,97.93,98.79,70.36,90.19,6.96,50.04,78.25,D,29.4,No,Yes,,High,4,5.6
S3908,Maria,Jones,student2908@university.com,Male,18,Engineering,,45.77,97.27,54.85,73.99,2.82,63.79,64.29,F,12.2,No,Yes,,Low,2,4.1
S3909,John,Davis,student2909@university.com,Female,22,Engineering,81.32,83.95,91.12,97.37,80.52,2.55,80.92,84.46,A,15.3,Yes,Yes,Bachelor's,High,6,6.0
S3910,Liam,Smith,student2910@university.com,Female,24,Business,65.25,46.86,90.81,70.8,54.61,3.97,80.08,53.7,B,12.0,No,Yes,Bachelor's,Low,6,4.5
S3911,Ali,Jones,student2911@university.com,Male,21,CS,80.9,56.41,79.67,67.13,60.25,6.41,98.48,89.54,B,16.7,No,No,Master's,Medium,7,7.3
S3912,Emma,Johnson,student2912@university.com,Female,20,CS,63.79,74.25,89.57,72.34,88.67,2.93,55.98,85.9,A,9.0,Yes,Yes,Bachelor's,Medium,6,8.6
S3913,Maria,Williams,student2913@university.com,Male,24,CS,52.55,75.57,52.5,60.83,61.2,5.56,93.28,60.7,C,17.7,No,Yes,High School,High,8,7.7
S3914,Ali,Johnson,student2914@university.com,Female,23,Engineering,95.61,86.51,63.27,55.01,54.63,8.99,69.56,64.92,B,12.5,Yes,Yes,High School,Medium,4,5.0
S3915,Ali,Williams,student2915@university.com,Female,18,Engineering,94.16,76.92,78.45,57.43,79.86,2.95,69.35,90.35,A,25.4,No,Yes,PhD,Low,2,6.5
S3916,John,Davis,student2916@university.com,Female,22,CS,98.54,75.62,92.49,58.33,77.4,9.66,67.44,88.67,A,14.7,No,Yes,None,Medium,10,7.6
S3917,Omar,Jones,student2917@university.com,Male,18,Business,85.83,94.74,79.63,59.88,80.39,4.73,56.24,90.69,A,24.8,No,Yes,None,Low,7,8.0
S3918,Liam,Davis,student2918@university.com,Male,20,Engineering,84.14,67.13,90.34,71.0,80.92,1.01,73.93,66.11,F,21.0,Yes,Yes,PhD,Medium,1,5.4
S3919,Emma,Brown,student2919@university.com,Male,19,Engineering,77.95,53.52,68.44,81.19,75.01,0.55,89.37,98.48,F,27.9,No,Yes,PhD,Medium,1,6.4
S3920,Ahmed,Davis,student2920@university.com,Female,22,Engineering,56.3,49.71,83.04,81.44,74.69,3.39,93.77,85.77,C,25.3,No,Yes,,Low,5,4.5
S3921,Liam,Davis,student2921@university.com,Female,18,Engineering,59.46,64.0,98.8,50.0,96.21,2.59,98.14,53.26,D,27.5,Yes,No,Master's,Medium,5,7.6
S3922,Ahmed,Brown,student2922@university.com,Female,19,Engineering,64.47,82.77,49.21,96.05,76.69,8.44,89.26,73.89,F,18.1,Yes,Yes,None,Low,5,6.2
S3923,Ali,Williams,student2923@university.com,Female,21,CS,94.51,42.55,95.62,91.14,80.87,7.38,81.15,83.23,B,27.8,No,Yes,None,High,3,4.2
S3924,Sara,Brown,student2924@university.com,Male,20,CS,58.65,47.74,71.34,98.2,63.35,8.85,74.88,58.43,D,8.9,No,Yes,PhD,Low,6,6.6
S3925,Emma,Jones,student2925@university.com,Male,20,CS,96.14,46.37,78.59,68.0,93.55,5.89,93.74,95.09,A,7.1,No,Yes,PhD,Medium,2,8.0
S3926,Maria,Davis,student2926@university.com,Male,22,Engineering,76.14,75.12,92.67,83.24,51.22,4.35,86.98,87.71,B,18.2,No,Yes,None,High,10,4.2
S3927,Sara,Brown,student2927@university.com,Female,18,Business,85.78,54.57,64.58,58.4,77.86,2.71,58.06,54.07,B,25.7,No,Yes,None,High,8,6.0
S3928,Sara,Davis,student2928@university.com,Female,21,Engineering,55.51,49.98,65.12,90.85,69.19,5.83,84.13,95.66,C,10.3,Yes,Yes,Bachelor's,Medium,8,6.4
S3929,Liam,Jones,student2929@university.com,Male,23,CS,63.45,75.57,71.63,58.07,80.2,6.18,71.55,70.22,B,29.2,Yes,Yes,None,Low,5,9.0
S3930,Emma,Johnson,student2930@university.com,Female,22,Business,97.93,85.68,41.15,66.3,68.01,3.93,79.79,72.62,A,9.6,No,Yes,PhD,Medium,6,5.1
S3931,Omar,Jones,student2931@university.com,Male,23,Business,63.31,59.93,69.8,74.54,85.88,9.37,94.92,89.16,F,22.7,No,Yes,High School,High,2,8.1
S3932,Ali,Smith,student2932@university.com,Female,22,Business,64.83,74.69,57.47,79.73,51.02,6.4,82.63,82.2,A,27.9,Yes,Yes,,Low,5,4.7
S3933,Ali,Smith,student2933@university.com,Female,18,Engineering,59.88,45.89,95.68,77.98,70.29,8.37,96.94,71.88,F,29.1,No,Yes,High School,Low,8,8.8
S3934,Ali,Smith,student2934@university.com,Male,21,Business,56.45,96.11,45.26,55.1,91.56,6.2,93.32,62.98,C,21.5,No,Yes,Bachelor's,Medium,10,5.5
S3935,Ali,Davis,student2935@university.com,Male,18,CS,61.66,60.21,67.56,71.08,62.51,3.17,56.45,75.84,F,19.4,No,Yes,High School,Medium,7,4.7
S3936,Liam,Williams,student2936@university.com,Female,20,CS,82.12,99.85,96.85,96.15,52.64,7.37,50.58,78.96,D,7.3,No,Yes,Master's,Low,9,5.9
S3937,Ahmed,Williams,student2937@university.com,Male,23,CS,72.77,98.72,94.06,,74.83,2.3,69.22,81.55,F,5.5,No,Yes,,Medium,9,4.1
S3938,Ali,Williams,student2938@university.com,Male,19,Business,77.69,86.73,82.08,79.54,98.83,5.97,93.27,80.25,F,29.6,No,Yes,Bachelor's,Low,8,4.5
S3939,Ahmed,Davis,student2939@university.com,Female,24,CS,56.12,41.2,75.36,78.62,53.21,4.02,61.51,80.87,F,11.9,No,Yes,High School,Low,2,6.5
S3940,Ahmed,Jones,student2940@university.com,Female,20,Engineering,90.11,72.61,56.84,55.58,53.5,1.5,84.57,73.79,A,6.8,No,Yes,PhD,High,4,8.7
S3941,Omar,Williams,student2941@university.com,Female,20,Engineering,89.2,45.21,62.02,60.01,79.76,4.13,73.8,78.09,A,18.5,No,Yes,,Medium,4,6.2
S3942,Ali,Johnson,student2942@university.com,Male,23,CS,51.08,93.71,45.41,62.63,62.5,3.1,87.3,64.43,D,12.8,No,No,,Low,8,7.3
S3943,John,Smith,student2943@university.com,Female,22,Business,69.18,87.38,87.17,74.41,70.51,1.12,58.25,57.92,C,13.9,Yes,Yes,Bachelor's,High,2,7.5
S3944,Maria,Jones,student2944@university.com,Female,20,CS,,98.34,59.43,86.57,91.53,8.24,61.95,80.35,D,13.8,No,Yes,Master's,Low,10,4.2
S3945,Sara,Smith,student2945@university.com,Female,24,CS,89.61,76.5,80.07,73.04,59.94,4.99,62.13,52.35,A,11.2,No,Yes,PhD,Low,9,5.6
S3946,Ahmed,Williams,student2946@university.com,Female,21,Business,86.86,71.33,61.46,56.3,85.96,3.46,77.42,53.26,A,29.2,No,Yes,High School,High,2,9.0
S3947,Emma,Jones,student2947@university.com,Female,20,CS,,71.14,67.86,71.97,75.22,5.05,64.48,62.37,C,11.6,No,No,Master's,Low,4,4.0
S3948,Emma,Brown,student2948@university.com,Male,21,Engineering,61.82,63.19,73.3,58.13,95.25,7.55,90.59,59.72,F,18.9,Yes,Yes,,High,3,6.4
S3949,Maria,Johnson,student2949@university.com,Female,18,Business,72.81,68.12,88.11,87.56,98.65,0.18,67.34,68.71,F,11.0,No,Yes,High School,Medium,10,8.2
S3950,Emma,Williams,student2950@university.com,Female,22,Mathematics,59.22,78.12,52.67,58.33,74.25,5.47,83.04,68.56,F,24.0,No,Yes,Bachelor's,Medium,8,5.4
S3951,John,Williams,student2951@university.com,Male,21,Business,68.56,95.98,63.93,74.13,79.23,4.79,97.43,55.84,C,10.7,Yes,Yes,,Medium,1,9.0
S3952,Emma,Johnson,student2952@university.com,Female,20,CS,,75.75,47.8,84.67,87.29,8.93,80.35,62.33,B,20.4,No,Yes,Master's,Medium,7,6.4
S3953,Sara,Johnson,student2953@university.com,Female,22,Engineering,52.67,91.43,44.55,61.41,65.93,5.56,62.11,50.23,C,25.8,No,Yes,High School,High,7,8.6
S3954,Sara,Brown,student2954@university.com,Male,24,CS,85.74,91.77,76.28,53.8,61.34,1.37,91.52,67.55,A,11.8,No,Yes,Bachelor's,Low,9,6.6
S3955,Ahmed,Williams,student2955@university.com,Female,22,CS,77.16,71.13,51.35,,98.23,3.89,50.63,89.82,B,25.1,No,Yes,Master's,High,10,6.0
S3956,Ali,Davis,student2956@university.com,Male,21,CS,,60.85,43.59,52.71,71.63,6.21,62.83,63.31,C,7.3,No,Yes,,High,8,7.6
S3957,Omar,Williams,student2957@university.com,Female,21,CS,63.59,78.37,93.83,79.39,50.08,0.46,69.37,82.17,B,7.9,No,Yes,None,Medium,6,8.8
S3958,John,Smith,student2958@university.com,Male,19,Business,,66.75,72.06,87.67,91.89,8.85,59.8,54.91,A,15.0,No,Yes,None,Low,6,5.9
S3959,Ahmed,Jones,student2959@university.com,Male,19,CS,99.93,44.89,48.08,66.47,79.98,0.68,80.2,50.61,A,15.2,No,Yes,Master's,Low,6,8.3
S3960,John,Jones,student2960@university.com,Female,22,Engineering,95.96,62.67,43.21,74.42,58.43,0.31,77.9,74.92,A,17.9,Yes,Yes,None,Low,5,7.3
S3961,Ali,Smith,student2961@university.com,Male,23,Engineering,88.89,99.64,47.19,96.44,51.51,0.02,70.32,73.07,A,5.6,No,Yes,PhD,Low,1,5.9
S3962,Liam,Jones,student2962@university.com,Male,23,Engineering,90.62,42.91,68.28,73.56,64.57,6.84,64.72,59.58,B,7.9,No,No,Master's,Low,2,4.3
S3963,Emma,Johnson,student2963@university.com,Female,19,Mathematics,78.69,81.8,80.11,99.83,96.39,4.56,71.7,64.33,D,5.3,No,Yes,Master's,Medium,6,5.6
S3964,Emma,Jones,student2964@university.com,Female,20,CS,59.51,90.47,78.48,57.85,96.67,1.03,64.56,51.53,F,28.9,No,Yes,High School,Medium,2,8.2
S3965,Omar,Jones,student2965@university.com,Male,18,Engineering,83.85,78.92,48.67,85.45,65.55,8.56,61.06,89.89,D,12.8,No,Yes,PhD,High,5,4.5
S3966,Ali,Smith,student2966@university.com,Female,22,Engineering,85.64,74.18,78.01,82.63,91.8,2.03,67.56,65.06,B,22.2,No,Yes,Master's,Medium,10,6.9
S3967,Ahmed,Brown,student2967@university.com,Male,18,CS,99.27,82.45,64.29,93.62,72.09,3.26,80.12,60.97,A,20.2,Yes,Yes,Bachelor's,Low,1,6.6
S3968,Omar,Jones,student2968@university.com,Male,19,Engineering,77.07,65.76,67.88,,82.72,1.78,82.42,90.23,F,23.1,No,Yes,Master's,Low,1,7.3
S3969,Ali,Davis,student2969@university.com,Female,21,Business,63.57,45.48,88.09,64.01,66.72,9.27,64.87,51.96,A,27.1,Yes,Yes,PhD,Medium,6,8.7
S3970,Maria,Jones,student2970@university.com,Female,24,CS,84.18,97.74,59.95,56.61,75.8,7.58,97.37,64.23,A,10.8,No,Yes,Master's,Medium,1,7.8
S3971,Sara,Brown,student2971@university.com,Male,22,CS,98.97,65.94,48.82,96.65,64.69,7.24,63.1,63.14,A,15.6,Yes,Yes,None,Medium,4,6.6
S3972,Omar,Smith,student2972@university.com,Female,19,CS,58.86,79.92,92.41,71.33,53.06,0.44,85.61,63.15,D,13.2,No,No,PhD,Low,2,8.2
S3973,Omar,Brown,student2973@university.com,Female,20,Business,66.3,71.88,52.73,95.5,56.97,5.23,54.07,50.57,B,7.1,Yes,Yes,Bachelor's,High,9,7.5
S3974,Ahmed,Smith,student2974@university.com,Male,24,Business,77.09,43.28,57.64,64.72,64.53,5.75,83.24,96.73,F,5.8,No,Yes,PhD,Low,1,8.5
S3975,John,Johnson,student2975@university.com,Male,22,Engineering,,97.16,82.4,56.32,98.81,3.83,73.0,93.21,C,24.1,No,Yes,Master's,Low,3,7.6
S3976,Maria,Smith,student2976@university.com,Male,22,Engineering,51.11,87.55,81.01,64.83,98.28,3.22,78.46,70.72,F,8.2,No,Yes,Bachelor's,Medium,7,7.8
S3977,Ahmed,Johnson,student2977@university.com,Male,23,Business,66.85,48.95,88.02,79.86,91.38,8.52,59.2,72.27,D,5.4,No,No,Bachelor's,Medium,1,4.4
S3978,Ali,Johnson,student2978@university.com,Male,21,Business,,98.9,51.03,92.26,61.63,0.23,71.68,76.21,C,16.0,No,Yes,Bachelor's,Medium,1,4.0
S3979,Ali,Smith,student2979@university.com,Male,22,Business,52.17,84.21,61.14,69.27,72.08,6.25,88.31,73.92,C,13.1,No,Yes,,Low,6,8.8
S3980,Ali,Davis,student2980@university.com,Female,21,Business,71.45,68.34,47.55,95.74,71.99,3.94,88.35,88.96,D,6.7,Yes,Yes,PhD,Low,6,5.3
S3981,Liam,Williams,student2981@university.com,Male,19,Engineering,88.11,76.68,72.46,62.21,69.35,6.66,61.88,74.42,A,6.3,Yes,Yes,Master's,Low,4,4.8
S3982,Ali,Smith,student2982@university.com,Female,20,Engineering,97.66,46.4,57.55,,52.24,1.98,67.63,59.44,A,27.8,Yes,Yes,None,Medium,10,4.8
S3983,John,Jones,student2983@university.com,Female,24,Business,99.27,73.62,81.34,86.79,76.73,2.39,50.19,55.85,A,28.5,No,Yes,Bachelor's,Medium,3,7.7
S3984,Maria,Davis,student2984@university.com,Male,24,Mathematics,71.1,44.42,40.02,63.7,53.64,5.87,54.5,95.91,F,17.1,No,No,Master's,Medium,10,4.2
S3985,Emma,Davis,student2985@university.com,Female,20,CS,97.52,72.69,43.58,51.35,90.1,9.8,56.34,52.42,A,26.2,Yes,Yes,High School,High,1,7.3
S3986,Sara,Jones,student2986@university.com,Male,22,CS,51.77,73.16,65.95,68.26,84.57,9.75,64.68,94.88,D,25.0,No,Yes,Master's,Low,8,6.9
S3987,John,Williams,student2987@university.com,Female,22,Mathematics,87.3,92.47,97.49,52.26,67.64,2.49,87.95,84.52,A,19.5,Yes,Yes,,Medium,8,4.7
S3988,John,Davis,student2988@university.com,Male,19,CS,82.14,83.5,93.45,95.04,82.36,1.02,75.51,70.24,A,23.8,Yes,Yes,,Low,7,4.7
S3989,Liam,Johnson,student2989@university.com,Male,23,Business,62.48,54.97,99.64,97.68,61.65,5.9,89.63,59.36,F,28.3,Yes,Yes,Bachelor's,Medium,4,4.7
S3990,Emma,Williams,student2990@university.com,Male,23,CS,75.37,93.31,65.01,86.77,63.26,4.2,87.75,65.52,A,19.2,No,Yes,High School,Medium,2,5.3
S3991,Emma,Jones,student2991@university.com,Male,23,CS,56.48,74.39,42.79,86.33,65.71,7.62,79.36,76.49,D,17.8,No,Yes,None,Medium,7,7.2
S3992,Sara,Williams,student2992@university.com,Female,21,CS,93.58,76.38,58.36,62.04,89.85,5.28,74.99,82.84,B,5.1,No,Yes,Bachelor's,Low,8,5.0
S3993,Sara,Smith,student2993@university.com,Female,23,CS,67.89,50.14,80.55,53.7,60.53,5.11,96.57,84.57,D,18.6,No,No,High School,Low,5,7.3
S3994,Emma,Williams,student2994@university.com,Female,20,CS,81.3,91.47,48.11,90.11,78.14,6.46,78.46,72.36,A,25.4,Yes,Yes,PhD,High,9,8.9
S3995,Ali,Johnson,student2995@university.com,Female,24,Engineering,57.94,95.86,58.0,,60.02,1.26,74.14,68.7,C,24.1,No,Yes,None,High,10,8.3
S3996,John,Smith,student2996@university.com,Female,24,Business,60.31,86.5,43.37,84.08,64.25,6.77,93.46,88.42,C,21.1,Yes,Yes,PhD,Low,8,8.0
S3997,Ahmed,Brown,student2997@university.com,Male,21,Mathematics,99.6,96.45,68.5,88.98,61.77,4.89,53.57,96.27,A,5.6,No,Yes,Master's,Medium,4,8.7
S3998,Sara,Jones,student2998@university.com,Male,19,Engineering,87.65,58.14,52.54,70.47,82.25,8.2,82.8,95.72,B,28.1,No,Yes,None,Low,10,7.1
S3999,Liam,Jones,student2999@university.com,Male,20,Engineering,98.1,91.67,45.47,57.23,76.34,1.39,55.65,77.58,A,15.7,No,Yes,PhD,Medium,9,7.8
S4000,Liam,Williams,student3000@university.com,Male,24,Engineering,64.79,69.33,64.67,89.75,86.06,3.01,90.99,53.95,A,19.3,Yes,Yes,PhD,Medium,1,7.9
S4001,Sara,Davis,student3001@university.com,Male,20,Engineering,58.23,49.84,61.07,72.69,61.0,9.5,89.63,53.66,C,14.9,No,Yes,Bachelor's,Low,9,8.9
S4002,Emma,Smith,student3002@university.com,Female,24,Engineering,75.15,80.13,72.25,91.35,50.46,5.53,75.18,70.14,B,13.7,No,No,Master's,Medium,1,7.2
S4003,Maria,Brown,student3003@university.com,Male,18,CS,74.73,81.05,84.94,71.88,84.03,9.29,83.05,86.64,C,17.8,No,Yes,None,Medium,5,5.4
S4004,Ahmed,Smith,student3004@university.com,Male,19,CS,58.75,57.22,46.75,60.85,55.74,6.89,88.63,74.87,D,17.4,No,Yes,None,Low,5,5.0
S4005,Ahmed,Jones,student3005@university.com,Female,19,CS,86.66,41.65,87.47,58.55,62.32,9.26,74.17,81.37,B,13.9,No,Yes,None,Medium,8,5.5
S4006,Sara,Smith,student3006@university.com,Female,18,CS,,51.99,41.58,87.2,65.28,3.18,95.3,92.17,A,25.1,No,Yes,High School,Low,5,7.8
S4007,Ali,Brown,student3007@university.com,Male,21,Business,59.32,63.99,66.59,78.74,87.34,0.91,71.85,52.02,D,6.3,No,Yes,None,High,8,7.3
S4008,Maria,Davis,student3008@university.com,Male,24,CS,66.6,50.05,75.25,70.23,81.29,8.02,94.6,96.19,B,7.9,Yes,Yes,High School,Low,1,5.1
S4009,Ahmed,Williams,student3009@university.com,Female,24,Business,78.18,51.64,97.42,74.61,59.21,8.04,79.14,66.54,C,7.1,No,Yes,,Low,10,8.3
S4010,Sara,Johnson,student3010@university.com,Male,24,Mathematics,86.32,63.48,74.44,77.48,79.89,6.19,71.31,52.34,A,19.1,Yes,Yes,High School,Low,3,8.9
S4011,Liam,Smith,student3011@university.com,Male,23,Mathematics,74.09,97.71,49.52,,85.41,5.8,50.2,91.77,C,15.3,Yes,Yes,Master's,High,7,7.8
S4012,Ahmed,Johnson,student3012@university.com,Male,23,Mathematics,76.28,85.85,71.05,68.91,69.44,9.15,64.78,96.71,A,16.3,No,Yes,High School,Medium,6,4.3
S4013,Omar,Jones,student3013@university.com,Female,23,CS,,59.18,63.75,64.62,62.3,1.76,93.4,88.43,F,19.4,No,Yes,Master's,Medium,5,7.1
S4014,Maria,Williams,student3014@university.com,Male,23,Engineering,95.73,97.1,68.76,69.42,83.95,6.17,71.44,90.23,B,13.1,No,Yes,Master's,Low,7,8.7
S4015,Maria,Williams,student3015@university.com,Male,23,CS,96.44,78.74,51.83,75.03,80.54,0.5,71.07,93.57,A,9.6,No,Yes,,Low,5,5.6
S4016,Omar,Smith,student3016@university.com,Female,18,Business,84.17,67.33,70.05,58.67,53.9,1.41,74.47,76.12,A,12.7,No,Yes,Master's,Medium,7,6.9
S4017,John,Davis,student3017@university.com,Female,19,Business,50.88,68.1,49.0,69.68,83.33,4.37,64.32,84.02,C,29.8,Yes,Yes,None,Low,10,5.1
S4018,Liam,Williams,student3018@university.com,Female,21,Business,76.85,64.64,84.64,69.27,74.43,8.21,74.58,64.32,C,28.8,No,Yes,Master's,High,3,8.4
S4019,Omar,Smith,student3019@university.com,Male,20,Engineering,81.46,53.98,75.63,64.3,87.67,7.33,68.79,62.49,B,28.9,No,Yes,PhD,Medium,6,8.3
S4020,Emma,Smith,student3020@university.com,Female,23,Business,99.73,63.2,44.71,99.92,59.54,9.74,95.47,80.45,B,5.7,No,Yes,Bachelor's,Low,2,5.8
S4021,Emma,Johnson,student3021@university.com,Male,18,CS,99.8,71.67,93.38,53.68,62.91,0.45,78.2,86.73,A,7.2,Yes,Yes,,Low,1,5.7
S4022,Sara,Williams,student3022@university.com,Female,24,CS,92.88,71.68,76.98,82.15,77.17,3.81,91.71,69.86,A,6.1,Yes,Yes,None,Low,2,4.0
S4023,Maria,Smith,student3023@university.com,Male,21,Business,53.19,85.7,58.97,58.72,74.09,1.59,84.34,70.01,D,25.4,No,Yes,Master's,Low,4,5.6
S4024,John,Johnson,student3024@university.com,Female,21,Engineering,,61.53,42.74,91.98,69.32,0.37,60.63,97.71,A,29.8,No,Yes,High School,Low,10,7.9
S4025,John,Brown,student3025@university.com,Male,21,Mathematics,80.63,83.01,77.93,95.71,87.3,2.64,93.38,75.92,F,18.6,No,Yes,None,Low,6,4.1
S4026,Ahmed,Johnson,student3026@university.com,Male,18,CS,90.04,74.69,62.41,70.07,78.24,2.44,54.36,99.31,A,22.5,Yes,Yes,Bachelor's,High,5,5.0
S4027,Ahmed,Johnson,student3027@university.com,Female,20,Business,70.36,97.71,94.46,91.17,85.51,4.2,72.43,93.14,D,13.8,Yes,No,High School,Low,8,7.7
S4028,Omar,Smith,student3028@university.com,Female,23,Engineering,65.98,63.12,42.09,62.5,57.66,1.4,61.96,81.98,D,24.1,No,No,High School,High,2,7.2
S4029,John,Jones,student3029@university.com,Male,21,Business,,94.07,42.35,57.0,86.45,4.89,76.88,50.46,F,21.4,Yes,Yes,Master's,Medium,3,8.9
S4030,Omar,Jones,student3030@university.com,Female,18,Business,57.34,89.24,96.96,65.79,73.08,9.2,65.0,64.8,C,25.0,No,No,Bachelor's,High,2,6.0
S4031,Liam,Davis,student3031@university.com,Male,24,Mathematics,67.85,78.26,97.89,67.08,51.69,7.48,86.14,70.88,A,17.5,No,Yes,Bachelor's,Medium,10,4.7
S4032,Omar,Jones,student3032@university.com,Female,19,CS,92.88,79.27,41.66,69.87,61.72,8.42,96.85,82.64,B,9.9,Yes,Yes,High School,Low,2,7.3
S4033,Ahmed,Johnson,student3033@university.com,Female,24,Mathematics,51.9,45.08,82.96,,51.29,8.05,85.45,69.78,C,16.9,No,Yes,Bachelor's,High,4,4.4
S4034,Maria,Davis,student3034@university.com,Male,18,CS,57.54,97.01,53.29,70.56,72.84,3.9,67.77,91.39,F,12.8,Yes,Yes,,Low,2,4.6
S4035,Omar,Smith,student3035@university.com,Female,18,CS,56.26,46.42,82.08,85.5,66.29,7.09,80.0,83.15,D,22.4,No,Yes,Master's,Low,2,6.8
S4036,Ali,Williams,student3036@university.com,Female,18,Engineering,70.15,73.79,92.12,62.28,99.37,7.54,94.43,67.36,D,8.4,Yes,Yes,Master's,High,3,6.4
S4037,Maria,Johnson,student3037@university.com,Male,21,Business,99.85,59.8,46.05,50.93,93.43,2.06,63.5,89.22,B,13.3,No,Yes,PhD,Low,1,5.3
S4038,John,Johnson,student3038@university.com,Male,18,Engineering,58.67,65.79,54.33,74.48,91.28,8.6,55.91,65.15,F,5.2,No,Yes,PhD,Medium,5,6.4
S4039,John,Davis,student3039@university.com,Female,19,Business,57.27,76.61,41.44,72.41,75.06,4.58,56.54,53.14,F,25.4,No,Yes,Bachelor's,High,4,8.3
S4040,Omar,Smith,student3040@university.com,Male,21,Business,95.75,94.53,42.63,,90.35,0.16,74.74,58.63,A,15.2,No,Yes,,Medium,1,7.6
S4041,Maria,Brown,student3041@university.com,Female,24,CS,94.1,67.45,41.78,,63.34,6.43,86.61,50.14,A,24.4,Yes,No,Bachelor's,Medium,6,6.3
S4042,Ahmed,Johnson,student3042@university.com,Female,19,Mathematics,51.61,99.26,88.04,75.5,78.03,6.77,82.86,91.62,C,7.4,Yes,Yes,PhD,Medium,7,5.6
S4043,Ahmed,Brown,student3043@university.com,Male,22,CS,87.59,75.57,57.9,61.74,69.65,5.52,72.69,81.36,A,9.8,No,Yes,,Medium,4,6.9
S4044,Emma,Brown,student3044@university.com,Male,24,Business,82.77,49.63,69.59,93.88,58.57,2.12,86.46,78.53,B,26.3,No,No,Master's,High,3,4.0
S4045,John,Jones,student3045@university.com,Male,18,CS,88.39,51.4,87.27,58.66,53.63,4.82,81.7,83.1,A,19.9,No,Yes,Master's,Medium,9,7.7
S4046,Sara,Smith,student3046@university.com,Male,23,Engineering,74.73,82.97,69.7,51.01,77.91,4.0,81.41,82.68,B,5.1,No,Yes,,Medium,3,8.0
S4047,Emma,Brown,student3047@university.com,Male,23,Engineering,99.57,43.02,65.75,72.38,54.88,9.75,60.12,78.27,A,27.6,No,Yes,PhD,Medium,5,4.6
S4048,Ahmed,Smith,student3048@university.com,Male,21,CS,52.19,68.82,40.69,99.31,85.9,8.25,65.63,92.12,F,29.6,No,Yes,High School,Medium,5,6.0
S4049,Maria,Jones,student3049@university.com,Female,23,CS,61.72,48.89,74.08,,96.07,7.62,67.22,72.05,B,21.5,No,Yes,Bachelor's,High,7,4.7
S4050,Liam,Smith,student3050@university.com,Female,24,CS,69.83,65.99,47.48,67.7,58.11,1.81,90.41,90.24,C,23.2,No,Yes,Master's,Low,1,8.7
S4051,Ahmed,Johnson,student3051@university.com,Male,21,CS,72.49,85.0,85.88,50.84,73.55,3.31,88.76,89.33,F,8.3,Yes,Yes,PhD,Low,3,8.1
S4052,Maria,Brown,student3052@university.com,Female,24,CS,96.07,67.53,55.46,74.25,86.94,3.8,62.63,59.98,A,24.2,Yes,No,High School,Medium,3,4.1
S4053,Emma,Smith,student3053@university.com,Female,18,Engineering,,49.81,80.45,60.32,64.34,4.93,52.76,72.69,B,7.5,Yes,Yes,,Low,10,8.9
S4054,John,Williams,student3054@university.com,Female,20,Business,52.26,55.12,78.77,,96.04,0.3,88.39,91.75,F,27.2,No,Yes,,High,10,4.7
S4055,Ahmed,Smith,student3055@university.com,Female,20,Engineering,70.39,62.05,77.0,79.15,94.42,5.93,70.49,91.54,B,17.6,Yes,Yes,None,High,8,4.4
S4056,Omar,Brown,student3056@university.com,Male,19,Business,70.82,44.17,56.02,63.26,55.19,3.58,60.99,51.2,C,8.5,Yes,Yes,PhD,Low,3,4.2
S4057,Maria,Jones,student3057@university.com,Female,18,Engineering,98.27,75.06,56.03,53.44,51.37,5.62,55.85,61.15,A,7.2,Yes,Yes,,Low,7,8.0
S4058,John,Jones,student3058@university.com,Female,23,Engineering,79.96,76.45,91.78,87.75,98.82,0.09,50.64,71.19,D,16.0,Yes,Yes,Master's,Medium,9,8.6
S4059,Liam,Brown,student3059@university.com,Male,18,Engineering,81.78,43.73,40.77,79.27,97.82,3.21,71.39,52.36,D,5.1,No,Yes,,Low,8,4.5
S4060,Liam,Johnson,student3060@university.com,Male,22,Engineering,,64.14,50.89,92.11,71.11,7.69,66.99,63.03,B,29.0,No,Yes,High School,High,6,8.9
S4061,Sara,Johnson,student3061@university.com,Male,20,Engineering,88.5,64.84,76.61,62.99,52.53,5.01,84.82,62.91,A,9.3,No,Yes,Master's,Low,5,5.6
S4062,Maria,Jones,student3062@university.com,Male,23,CS,81.75,60.03,89.02,82.64,80.94,7.89,98.83,60.73,A,15.5,Yes,Yes,PhD,High,7,7.4
S4063,Emma,Jones,student3063@university.com,Female,24,Business,61.86,73.46,61.5,,64.67,6.99,60.34,69.83,A,20.2,No,Yes,Bachelor's,Medium,9,8.9
S4064,Sara,Brown,student3064@university.com,Male,24,Business,93.7,60.76,79.21,64.59,96.84,8.55,62.15,90.65,A,21.9,Yes,Yes,PhD,Medium,6,4.0
S4065,Sara,Johnson,student3065@university.com,Female,20,CS,86.61,64.98,73.43,82.83,89.73,0.07,66.87,62.21,A,19.1,No,No,PhD,Low,2,6.7
S4066,Ali,Jones,student3066@university.com,Female,18,Business,87.09,87.85,43.87,91.28,82.48,2.61,73.3,79.1,A,9.5,No,Yes,PhD,High,8,7.3
S4067,Ahmed,Johnson,student3067@university.com,Male,23,CS,99.83,49.73,77.31,66.05,64.23,5.49,84.88,77.88,A,16.8,No,Yes,Bachelor's,Low,4,5.9
S4068,Maria,Jones,student3068@university.com,Male,19,CS,90.13,77.15,88.83,,85.06,9.41,67.6,90.9,A,13.1,Yes,Yes,Master's,Low,6,4.5
S4069,Sara,Smith,student3069@university.com,Male,24,CS,91.46,70.34,99.55,83.89,64.46,6.8,55.21,69.7,B,7.2,Yes,Yes,PhD,Low,2,7.1
S4070,Ali,Williams,student3070@university.com,Male,18,Business,97.57,58.3,41.78,67.43,51.88,4.57,86.52,61.18,B,14.7,No,Yes,High School,Medium,6,4.2
S4071,Emma,Davis,student3071@university.com,Male,19,Business,57.56,83.65,79.6,93.82,75.42,1.3,89.73,94.58,C,20.2,Yes,Yes,Master's,Low,2,8.6
S4072,John,Smith,student3072@university.com,Male,23,Business,,73.07,64.87,75.46,74.43,4.93,62.38,91.65,C,7.6,No,Yes,PhD,Medium,1,6.3
S4073,Omar,Davis,student3073@university.com,Female,20,CS,79.03,68.64,40.59,82.41,88.15,4.41,56.84,81.08,A,9.1,No,Yes,Bachelor's,High,5,8.6
S4074,Omar,Jones,student3074@university.com,Female,22,Engineering,66.46,80.06,76.86,74.78,93.28,7.78,76.39,54.66,D,7.2,Yes,Yes,PhD,Medium,4,8.2
S4075,Maria,Williams,student3075@university.com,Female,21,Business,91.97,88.14,47.35,72.64,67.72,4.13,60.42,50.81,A,5.0,No,Yes,PhD,Low,4,4.0
S4076,Sara,Williams,student3076@university.com,Female,20,CS,88.12,98.36,62.71,92.4,72.47,3.19,68.71,59.13,A,28.4,No,Yes,None,Low,1,6.3
S4077,Omar,Jones,student3077@university.com,Male,19,Engineering,86.04,77.76,55.68,64.74,73.52,0.9,88.87,59.83,A,26.0,No,Yes,,Low,9,8.4
S4078,Ahmed,Jones,student3078@university.com,Male,18,CS,99.86,92.47,61.67,,66.21,0.47,60.98,56.81,B,10.8,Yes,Yes,Master's,High,8,5.9
S4079,Omar,Johnson,student3079@university.com,Female,24,CS,62.97,40.07,69.56,,87.17,4.39,90.31,63.11,D,19.4,No,Yes,None,Low,1,5.6
S4080,Omar,Jones,student3080@university.com,Female,23,Engineering,86.77,71.81,61.55,91.25,76.11,3.47,83.7,66.89,A,25.0,No,Yes,Bachelor's,Low,5,7.4
S4081,Omar,Brown,student3081@university.com,Female,20,Engineering,77.57,52.88,73.16,,95.7,5.55,60.99,87.72,C,14.2,No,Yes,None,High,9,7.5
S4082,Liam,Jones,student3082@university.com,Male,24,CS,,45.65,54.32,59.27,82.52,7.12,76.32,85.48,C,23.5,Yes,Yes,Bachelor's,Medium,1,7.2
S4083,Ali,Brown,student3083@university.com,Male,24,CS,58.03,71.92,78.12,83.78,60.59,0.4,80.7,55.22,D,26.7,No,No,PhD,Medium,10,5.8
S4084,Sara,Jones,student3084@university.com,Male,22,CS,94.79,84.81,91.23,53.94,58.24,4.96,60.01,98.86,B,17.5,No,Yes,Master's,High,10,4.3
S4085,Ahmed,Johnson,student3085@university.com,Female,23,CS,79.77,64.74,53.44,71.19,68.62,8.62,57.25,87.61,F,27.2,Yes,Yes,None,Medium,3,8.6
S4086,Sara,Brown,student3086@university.com,Female,19,CS,91.25,80.21,70.47,54.29,67.35,4.55,76.56,58.17,A,10.2,Yes,Yes,None,Low,4,5.6
S4087,Liam,Smith,student3087@university.com,Male,23,CS,77.27,69.38,78.92,79.9,70.36,5.21,84.69,56.22,D,27.5,Yes,Yes,Master's,Medium,2,8.0
S4088,Maria,Brown,student3088@university.com,Male,23,Engineering,61.0,66.23,73.88,,59.18,4.87,73.25,54.38,A,25.1,Yes,Yes,Bachelor's,Low,9,5.8
S4089,Maria,Johnson,student3089@university.com,Female,18,Engineering,,57.42,61.94,81.46,98.91,3.9,53.5,86.59,B,26.0,Yes,Yes,Bachelor's,Medium,1,6.5
S4090,Maria,Davis,student3090@university.com,Female,21,Business,69.08,62.96,78.53,83.66,57.29,1.1,96.26,61.81,B,5.1,No,Yes,,High,4,5.9
S4091,Emma,Brown,student3091@university.com,Male,24,Business,98.65,60.99,41.69,74.36,82.63,1.26,84.75,53.65,B,21.6,Yes,Yes,Bachelor's,High,10,4.4
S4092,Omar,Jones,student3092@university.com,Female,19,CS,50.28,78.77,62.19,58.75,50.65,1.79,81.06,71.09,F,15.0,No,Yes,Bachelor's,Medium,3,5.6
S4093,Emma,Jones,student3093@university.com,Male,18,CS,99.28,46.96,71.96,55.07,70.35,7.93,82.18,85.43,A,20.1,No,Yes,None,Medium,10,8.8
S4094,Ali,Davis,student3094@university.com,Male,24,Business,99.02,45.56,41.24,65.66,65.46,2.75,69.93,65.23,A,7.1,No,Yes,None,Low,9,4.6
S4095,Maria,Johnson,student3095@university.com,Female,21,CS,99.81,79.6,70.46,73.26,69.1,9.48,99.22,74.13,A,10.9,No,Yes,,Medium,3,6.8
S4096,Liam,Williams,student3096@university.com,Female,18,CS,73.83,72.78,79.26,82.11,74.9,8.1,56.63,59.63,D,13.8,No,Yes,High School,Low,7,8.8
S4097,Ahmed,Jones,student3097@university.com,Female,21,CS,98.19,65.81,85.55,50.06,80.02,6.85,86.96,71.46,A,23.0,No,Yes,None,Medium,2,4.1
S4098,Sara,Smith,student3098@university.com,Male,21,Engineering,69.78,49.15,46.8,85.55,79.18,7.2,71.04,67.95,D,18.8,Yes,Yes,High School,Medium,8,4.3
S4099,Omar,Johnson,student3099@university.com,Female,21,Engineering,51.31,64.66,99.43,85.64,81.54,0.48,94.05,71.7,D,5.4,No,Yes,,Medium,2,8.5
S4100,John,Brown,student3100@university.com,Female,18,Mathematics,61.22,87.38,76.37,72.23,92.23,5.68,85.86,73.29,C,13.4,No,Yes,Bachelor's,Low,10,7.7
S4101,Ahmed,Brown,student3101@university.com,Male,23,Business,97.26,93.38,61.79,67.17,94.34,9.41,78.11,54.61,A,28.5,No,Yes,High School,Low,9,6.7
S4102,Omar,Smith,student3102@university.com,Male,21,Engineering,50.69,82.15,54.95,92.12,86.86,0.39,96.88,54.67,F,9.5,Yes,Yes,PhD,Low,9,6.7
S4103,Emma,Jones,student3103@university.com,Female,23,CS,77.3,43.59,74.37,89.23,53.95,2.91,95.62,63.03,F,10.9,No,Yes,Bachelor's,Low,9,8.9
S4104,Emma,Johnson,student3104@university.com,Male,24,CS,53.78,80.22,92.9,99.16,98.06,0.52,52.62,55.79,D,12.7,Yes,Yes,,Low,6,4.1
S4105,Ahmed,Smith,student3105@university.com,Male,24,CS,64.32,54.46,71.23,68.6,97.37,5.7,59.63,62.64,D,11.7,Yes,Yes,,High,7,5.4
S4106,Emma,Jones,student3106@university.com,Male,19,CS,54.4,58.92,79.69,95.34,85.59,1.16,83.8,51.23,D,8.0,No,Yes,Master's,Medium,4,5.6
S4107,Maria,Johnson,student3107@university.com,Female,22,CS,92.98,51.75,61.46,54.37,75.87,4.79,96.09,67.54,A,12.8,Yes,No,Master's,High,2,4.6
S4108,Ali,Brown,student3108@university.com,Female,23,CS,79.55,86.55,63.29,70.57,62.53,7.2,71.52,60.67,B,18.5,Yes,Yes,High School,Medium,3,5.8
S4109,Sara,Johnson,student3109@university.com,Male,24,CS,95.11,78.92,57.17,73.27,87.82,1.64,51.92,94.61,A,21.9,No,Yes,High School,Low,3,5.9
S4110,Ali,Davis,student3110@university.com,Male,22,CS,84.42,76.71,82.34,72.04,93.89,7.55,82.16,92.91,C,21.1,No,Yes,Bachelor's,Low,1,8.8
S4111,Omar,Williams,student3111@university.com,Male,21,Mathematics,98.55,80.08,61.55,81.25,83.26,0.6,59.73,65.02,A,9.1,Yes,Yes,,Low,3,6.2
S4112,Sara,Johnson,student3112@university.com,Female,22,Engineering,75.49,54.21,51.44,58.51,81.45,1.5,77.62,73.77,F,20.4,No,Yes,High School,Medium,4,8.7
S4113,Liam,Williams,student3113@university.com,Male,22,Mathematics,81.94,66.68,62.16,93.32,59.65,2.8,69.23,97.79,B,14.0,Yes,Yes,None,Low,4,8.1
S4114,Sara,Johnson,student3114@university.com,Male,21,CS,78.82,78.0,91.23,77.59,67.89,7.96,77.9,76.2,F,25.5,No,No,None,Low,3,7.7
S4115,Ali,Williams,student3115@university.com,Female,23,Engineering,74.21,78.2,84.3,95.21,86.16,8.5,96.62,92.42,C,14.1,No,Yes,High School,High,10,5.7
S4116,Ahmed,Davis,student3116@university.com,Male,21,CS,92.3,87.51,60.08,50.13,50.84,2.2,74.29,91.32,B,29.4,No,Yes,,Low,4,6.1
S4117,Sara,Brown,student3117@university.com,Female,19,CS,82.23,57.23,94.41,,82.06,0.96,51.73,97.06,B,20.4,No,Yes,,Medium,4,4.2
S4118,Liam,Jones,student3118@university.com,Female,20,CS,90.07,86.22,44.49,70.62,88.33,8.48,79.05,65.29,A,15.7,No,Yes,,Low,3,5.9
S4119,Liam,Williams,student3119@university.com,Female,18,Mathematics,89.32,66.41,42.99,75.25,66.74,6.49,66.29,52.17,A,17.6,No,Yes,,High,5,8.4
S4120,Liam,Davis,student3120@university.com,Male,21,Mathematics,59.55,80.21,47.65,87.19,53.81,1.58,88.91,55.2,F,9.4,Yes,Yes,,Medium,3,7.9
S4121,Ali,Williams,student3121@university.com,Male,21,CS,82.51,67.34,46.99,61.36,90.96,5.58,73.5,78.56,A,22.0,Yes,Yes,,Medium,8,8.0
S4122,Sara,Brown,student3122@university.com,Female,22,CS,59.98,96.92,45.27,60.24,57.09,8.72,87.07,76.51,F,29.1,No,Yes,Master's,High,3,5.1
S4123,John,Williams,student3123@university.com,Male,19,Engineering,79.17,50.76,79.68,85.15,68.54,0.7,95.44,64.92,A,17.9,No,Yes,,Medium,10,5.1
S4124,Ahmed,Davis,student3124@university.com,Female,24,CS,,80.5,76.05,76.07,85.36,0.84,68.11,62.44,B,29.8,No,Yes,,High,3,7.3
S4125,Maria,Davis,student3125@university.com,Male,24,CS,99.86,74.59,78.86,61.68,90.85,2.74,99.47,85.47,B,8.8,No,No,PhD,High,8,7.3
S4126,Sara,Smith,student3126@university.com,Female,22,CS,51.53,50.36,81.3,,93.12,6.52,57.49,67.03,D,20.9,No,Yes,None,Low,1,5.0
S4127,Liam,Brown,student3127@university.com,Female,23,Engineering,,43.96,85.41,72.98,76.52,1.78,82.2,80.2,F,21.9,No,No,,Low,4,7.6
S4128,John,Smith,student3128@university.com,Male,21,CS,53.85,87.95,52.43,84.57,73.79,8.16,51.74,85.61,F,12.8,No,Yes,Master's,Medium,3,5.9
S4129,Maria,Brown,student3129@university.com,Male,21,CS,69.92,49.45,77.34,50.13,92.42,7.5,60.65,71.52,D,13.8,No,Yes,Master's,Medium,1,8.4
S4130,Maria,Williams,student3130@university.com,Male,22,CS,91.08,51.19,74.8,79.34,78.15,5.61,81.69,59.67,A,28.6,No,Yes,None,High,1,5.8
S4131,Omar,Davis,student3131@university.com,Male,21,Engineering,92.2,98.71,96.62,80.28,78.93,1.16,52.31,93.04,B,20.3,Yes,Yes,Bachelor's,Low,7,5.1
S4132,Sara,Smith,student3132@university.com,Female,23,Mathematics,86.85,83.04,53.94,87.28,71.7,9.88,55.09,54.68,A,24.5,No,Yes,PhD,Medium,4,5.0
S4133,Ali,Williams,student3133@university.com,Female,20,CS,94.84,55.03,43.52,94.46,68.64,4.9,64.55,91.47,B,23.1,Yes,Yes,,Medium,5,8.5
S4134,Sara,Davis,student3134@university.com,Male,18,Business,66.14,75.46,79.21,,74.03,4.52,78.78,91.83,B,20.3,No,Yes,None,Medium,2,8.3
S4135,John,Brown,student3135@university.com,Male,18,Business,54.41,72.05,84.41,,68.24,9.96,50.8,78.55,C,6.2,No,Yes,,Low,3,6.1
S4136,Maria,Davis,student3136@university.com,Female,18,Mathematics,52.91,90.67,56.99,55.12,67.18,8.64,74.12,81.47,C,21.6,No,Yes,PhD,Low,1,5.2
S4137,Sara,Williams,student3137@university.com,Male,20,Business,92.61,83.76,74.25,66.84,99.68,4.56,81.29,67.9,B,13.6,Yes,Yes,Master's,Low,4,5.4
S4138,Ali,Smith,student3138@university.com,Male,21,Engineering,86.52,89.9,43.57,53.42,66.81,4.19,70.13,92.08,B,16.7,No,Yes,Master's,Medium,8,5.9
S4139,Omar,Smith,student3139@university.com,Male,22,Business,84.93,52.69,97.6,90.14,62.82,0.96,53.38,63.19,F,26.3,No,Yes,PhD,Medium,3,4.2
S4140,Sara,Davis,student3140@university.com,Male,24,CS,66.98,78.41,46.6,90.35,67.7,9.27,80.54,77.99,C,29.2,Yes,Yes,Bachelor's,Low,1,4.3
S4141,Ahmed,Williams,student3141@university.com,Female,19,Engineering,,42.41,44.05,70.86,79.54,8.44,80.29,50.09,C,22.4,No,Yes,PhD,Medium,4,8.6
S4142,Omar,Johnson,student3142@university.com,Female,21,Mathematics,97.91,44.14,42.65,62.98,95.55,3.1,75.3,96.99,A,10.8,No,Yes,None,High,9,7.8
S4143,Ali,Brown,student3143@university.com,Male,20,Business,53.19,82.81,65.64,,89.39,7.53,84.66,97.41,C,12.9,No,Yes,,Low,10,8.1
S4144,John,Brown,student3144@university.com,Female,23,Mathematics,88.69,41.47,45.83,,92.11,7.63,60.39,85.52,A,8.5,Yes,Yes,PhD,Medium,8,6.4
S4145,Maria,Williams,student3145@university.com,Male,20,Business,65.48,74.79,84.68,,92.95,2.28,83.93,71.16,B,19.5,Yes,Yes,,Low,10,5.8
S4146,Sara,Johnson,student3146@university.com,Male,24,Business,51.95,90.42,93.93,63.31,96.03,6.14,58.07,58.93,F,28.2,No,Yes,,High,3,4.5
S4147,Ali,Smith,student3147@university.com,Male,18,Business,87.13,62.8,55.61,81.09,61.75,2.55,69.63,74.62,A,25.3,No,Yes,,High,4,6.8
S4148,Omar,Jones,student3148@university.com,Female,21,Business,66.55,42.69,77.73,62.93,72.92,7.9,53.38,89.57,A,18.6,No,Yes,Bachelor's,Low,5,7.7
S4149,Ahmed,Jones,student3149@university.com,Female,24,Engineering,86.11,82.83,42.54,61.26,69.26,1.54,90.96,80.26,B,28.5,No,Yes,Master's,Medium,7,5.0
S4150,Ali,Williams,student3150@university.com,Female,18,Mathematics,,95.78,63.19,51.06,69.09,6.69,76.91,76.37,F,27.4,No,Yes,Bachelor's,Low,1,5.9
S4151,Emma,Johnson,student3151@university.com,Female,19,Business,76.74,83.03,57.58,78.86,82.61,3.26,98.55,92.47,C,14.0,No,Yes,None,High,3,8.6
S4152,Liam,Johnson,student3152@university.com,Female,23,Business,,74.71,53.72,57.5,70.09,0.36,97.12,65.66,F,18.7,No,Yes,Master's,Medium,1,8.2
S4153,Ahmed,Brown,student3153@university.com,Male,18,Engineering,79.05,53.8,78.68,50.62,80.82,1.24,99.93,93.0,A,12.4,No,Yes,,Medium,3,8.0
S4154,Omar,Smith,student3154@university.com,Male,19,CS,64.33,40.92,47.81,,69.11,6.55,55.06,71.97,C,5.2,No,No,None,Medium,6,4.2
S4155,John,Davis,student3155@university.com,Female,20,CS,86.71,81.68,91.64,65.69,65.56,2.4,80.33,50.12,B,16.3,No,Yes,High School,Low,9,4.8
S4156,Maria,Johnson,student3156@university.com,Female,18,Mathematics,79.46,53.86,79.89,83.46,67.65,6.31,70.38,86.6,B,23.8,No,No,Bachelor's,Low,6,5.5
S4157,Omar,Davis,student3157@university.com,Female,18,Engineering,50.64,91.49,82.64,60.13,90.19,4.15,76.63,93.89,D,20.9,Yes,Yes,None,Low,8,5.5
S4158,Liam,Jones,student3158@university.com,Male,22,CS,95.08,67.98,96.12,94.38,80.05,6.93,65.44,74.22,A,28.2,No,Yes,Bachelor's,Medium,4,4.6
S4159,John,Davis,student3159@university.com,Female,23,CS,77.28,71.84,96.54,64.42,98.7,4.93,52.4,72.74,B,22.1,No,Yes,Bachelor's,Medium,5,5.4
S4160,Sara,Smith,student3160@university.com,Male,23,Business,93.43,85.24,73.1,,91.63,3.09,85.39,90.27,B,8.5,No,Yes,High School,High,8,6.1
S4161,Ali,Smith,student3161@university.com,Male,24,Business,94.14,86.77,69.72,60.9,74.29,1.46,98.29,94.24,A,11.7,Yes,Yes,Bachelor's,Medium,1,4.2
S4162,Emma,Davis,student3162@university.com,Female,20,Business,72.25,78.56,60.12,62.69,62.12,3.41,76.62,98.72,D,8.1,Yes,No,None,Medium,8,6.0
S4163,Ahmed,Williams,student3163@university.com,Male,22,Engineering,,96.31,82.93,53.71,83.7,6.35,66.48,67.28,B,24.9,Yes,Yes,Bachelor's,Low,2,6.5
S4164,Ahmed,Johnson,student3164@university.com,Male,24,CS,70.79,98.94,72.29,,86.33,7.4,96.91,79.73,F,28.8,Yes,Yes,Bachelor's,Medium,6,4.2
S4165,Ali,Williams,student3165@university.com,Female,19,CS,72.47,96.81,95.97,92.98,73.21,1.6,68.23,91.15,B,10.7,No,Yes,High School,Low,4,7.4
S4166,Emma,Davis,student3166@university.com,Male,24,CS,94.76,89.45,54.32,84.42,61.5,6.64,95.73,76.59,B,24.1,Yes,Yes,Bachelor's,Low,10,4.4
S4167,Ali,Johnson,student3167@university.com,Female,19,Business,89.41,82.34,58.62,93.76,77.86,1.79,92.78,73.09,A,15.9,No,Yes,Master's,Medium,10,7.2
S4168,Sara,Brown,student3168@university.com,Male,20,CS,56.33,79.8,58.97,55.24,62.69,2.22,76.44,78.6,F,13.9,No,Yes,PhD,Low,4,9.0
S4169,Liam,Williams,student3169@university.com,Female,23,Engineering,80.52,46.23,88.36,72.78,97.0,5.31,83.84,67.84,B,29.7,No,Yes,Master's,Medium,5,4.3
S4170,John,Williams,student3170@university.com,Female,19,Engineering,99.8,56.29,45.94,61.46,81.44,2.89,85.02,59.6,A,13.6,No,Yes,High School,High,1,5.4
S4171,Omar,Davis,student3171@university.com,Male,20,Engineering,79.78,40.34,67.34,86.06,64.6,6.62,82.05,53.33,C,21.5,No,Yes,Bachelor's,Medium,4,4.6
S4172,Ahmed,Jones,student3172@university.com,Female,24,Mathematics,89.29,48.24,65.65,98.51,60.79,9.56,58.04,80.5,B,22.8,No,No,None,Low,8,5.8
S4173,Sara,Davis,student3173@university.com,Male,19,CS,88.45,66.35,44.39,90.77,85.84,1.49,84.64,68.96,B,24.3,No,Yes,Bachelor's,Medium,9,8.2
S4174,John,Williams,student3174@university.com,Male,21,Business,67.52,48.79,64.65,51.76,85.39,5.71,50.16,94.15,D,26.6,No,Yes,Bachelor's,High,2,8.6
S4175,Sara,Johnson,student3175@university.com,Female,18,CS,68.59,94.1,70.8,65.83,79.86,9.23,85.5,61.15,F,19.2,No,Yes,,Medium,6,8.2
S4176,Emma,Jones,student3176@university.com,Male,24,CS,86.2,88.34,43.91,51.43,80.72,1.77,77.74,65.54,A,20.1,No,Yes,Bachelor's,High,5,7.5
S4177,Ahmed,Davis,student3177@university.com,Female,23,Engineering,75.0,44.3,70.59,52.01,80.19,3.67,62.99,98.53,C,22.8,No,Yes,None,Low,8,7.6
S4178,Omar,Davis,student3178@university.com,Male,24,CS,78.53,54.93,97.55,53.98,68.01,1.24,90.19,77.81,C,8.7,No,Yes,,Medium,8,4.6
S4179,Ali,Williams,student3179@university.com,Male,21,Business,85.65,89.14,98.73,63.82,96.87,6.42,70.26,67.34,A,10.0,No,Yes,,Low,8,5.2
S4180,Ali,Williams,student3180@university.com,Female,20,Engineering,88.88,88.18,71.9,65.21,73.96,6.69,74.29,93.04,A,24.1,Yes,Yes,PhD,Medium,10,5.8
S4181,John,Brown,student3181@university.com,Male,20,CS,63.58,96.73,70.91,70.02,51.02,6.64,51.38,87.17,A,8.4,No,Yes,Bachelor's,Medium,1,4.3
S4182,Omar,Davis,student3182@university.com,Male,24,CS,57.34,99.85,57.13,,67.42,5.42,70.07,78.66,C,22.2,No,Yes,None,Medium,10,8.1
S4183,Liam,Williams,student3183@university.com,Male,21,Engineering,64.59,98.58,99.83,88.57,56.51,7.46,58.37,94.45,D,5.8,No,Yes,Bachelor's,Medium,4,5.3
S4184,Maria,Smith,student3184@university.com,Male,24,Business,75.38,64.61,56.45,57.07,68.17,0.36,63.81,54.7,F,13.4,No,Yes,,Medium,2,4.3
S4185,Emma,Jones,student3185@university.com,Male,18,Engineering,67.11,55.02,67.17,57.89,80.41,9.58,62.61,69.72,F,21.6,No,Yes,High School,High,4,4.4
S4186,John,Smith,student3186@university.com,Male,18,Engineering,78.42,85.5,40.18,81.33,51.13,2.22,52.3,90.53,B,22.7,Yes,Yes,High School,Low,6,8.8
S4187,Maria,Jones,student3187@university.com,Male,22,Business,52.67,57.96,60.95,78.59,93.51,1.22,73.02,69.3,D,20.8,No,Yes,None,Medium,4,8.6
S4188,Sara,Davis,student3188@university.com,Male,19,Engineering,75.49,88.38,44.29,57.7,80.52,9.41,76.13,96.34,C,16.0,No,Yes,,Low,5,8.8
S4189,Emma,Brown,student3189@university.com,Female,22,CS,68.4,72.04,84.63,,64.77,8.3,78.55,57.63,A,11.4,Yes,Yes,None,Low,3,8.8
S4190,Sara,Williams,student3190@university.com,Male,18,Engineering,76.73,87.64,73.66,,65.56,7.65,73.11,66.83,A,20.3,No,Yes,,Low,2,8.0
S4191,Liam,Williams,student3191@university.com,Male,21,Engineering,71.13,56.55,74.33,68.35,73.28,1.05,93.48,71.29,A,9.6,Yes,Yes,None,Medium,7,5.4
S4192,Omar,Williams,student3192@university.com,Female,19,Business,64.21,70.48,57.19,71.02,62.4,8.08,51.88,84.35,B,6.5,No,No,PhD,Medium,6,5.6
S4193,Ahmed,Davis,student3193@university.com,Female,21,Engineering,95.21,73.84,88.89,66.14,50.22,6.09,80.69,59.77,A,5.5,No,Yes,Bachelor's,Low,3,6.0
S4194,Emma,Jones,student3194@university.com,Female,22,Mathematics,59.24,96.59,40.2,77.87,51.33,7.32,93.31,50.49,C,11.7,Yes,Yes,,High,10,7.9
S4195,Maria,Williams,student3195@university.com,Male,20,CS,84.07,56.0,60.02,69.43,67.89,9.78,52.05,98.83,C,5.7,No,Yes,High School,Low,9,8.6
S4196,Liam,Smith,student3196@university.com,Female,21,Mathematics,96.23,96.2,79.57,62.97,56.21,1.94,74.82,94.94,A,11.2,No,Yes,Master's,High,6,6.2
S4197,Ahmed,Williams,student3197@university.com,Female,22,Engineering,76.93,88.29,94.48,95.22,51.12,5.04,79.45,65.01,C,12.2,No,Yes,PhD,Low,5,5.5
S4198,Ali,Davis,student3198@university.com,Male,22,Engineering,93.82,83.85,54.08,65.42,92.96,7.53,59.55,74.17,A,13.6,No,Yes,Master's,Medium,8,5.2
S4199,Maria,Brown,student3199@university.com,Male,22,CS,56.24,87.21,72.47,84.92,63.71,4.34,62.63,74.45,F,22.8,No,No,PhD,Medium,2,5.3
S4200,John,Smith,student3200@university.com,Female,20,CS,,76.33,72.28,67.36,75.16,0.55,89.28,93.46,C,16.0,Yes,Yes,,Medium,6,4.0
S4201,Ali,Williams,student3201@university.com,Female,20,Business,72.85,54.64,92.45,71.76,58.97,1.11,78.37,79.85,F,29.6,Yes,Yes,,Medium,6,5.2
S4202,Liam,Williams,student3202@university.com,Male,24,Business,50.41,51.37,43.03,61.8,52.34,6.02,65.79,91.32,F,28.7,No,Yes,None,Medium,7,5.5
S4203,Ali,Johnson,student3203@university.com,Male,20,CS,72.16,91.98,65.47,87.62,87.24,2.85,88.24,95.6,C,29.5,No,Yes,High School,Medium,3,7.9
S4204,John,Jones,student3204@university.com,Male,19,Engineering,68.45,83.51,50.95,86.86,56.25,1.38,87.34,78.3,A,15.3,No,Yes,Master's,High,6,6.7
S4205,Emma,Smith,student3205@university.com,Male,20,CS,83.49,52.79,41.29,51.11,51.29,3.4,67.27,64.27,A,6.1,Yes,Yes,Master's,Low,3,5.7
S4206,Ali,Johnson,student3206@university.com,Male,20,Mathematics,96.92,76.91,48.82,53.01,79.36,2.01,74.43,74.94,B,26.5,No,Yes,None,Low,8,7.0
S4207,Omar,Brown,student3207@university.com,Female,20,Business,54.29,66.85,98.59,96.12,50.67,0.24,83.23,92.54,C,15.9,No,Yes,Master's,High,5,7.9
S4208,Maria,Jones,student3208@university.com,Male,21,CS,66.37,49.52,52.89,94.44,71.81,1.52,67.16,79.18,A,21.0,No,Yes,,Low,6,7.1
S4209,Ahmed,Smith,student3209@university.com,Male,20,Business,72.2,71.91,96.1,75.3,64.44,8.83,81.45,94.79,B,26.1,Yes,Yes,High School,Low,9,4.4
S4210,Ali,Williams,student3210@university.com,Male,19,Mathematics,72.76,56.89,52.32,74.67,65.97,0.12,62.55,94.77,A,20.2,No,Yes,Master's,Low,9,5.2
S4211,Maria,Smith,student3211@university.com,Male,22,CS,88.74,45.77,95.88,90.62,50.19,7.74,64.6,68.67,A,23.4,Yes,Yes,High School,Medium,5,5.4
S4212,Sara,Williams,student3212@university.com,Male,21,Business,72.17,68.02,79.28,56.92,98.22,7.53,65.53,72.41,B,11.2,No,Yes,High School,Medium,10,5.8
S4213,Maria,Jones,student3213@university.com,Female,18,Engineering,51.36,75.41,46.79,82.68,75.85,5.64,96.8,83.9,D,9.9,Yes,Yes,,Low,7,4.1
S4214,Ahmed,Williams,student3214@university.com,Male,20,Engineering,85.51,42.81,74.91,73.8,78.63,2.08,91.68,55.55,B,18.9,Yes,No,Master's,Low,6,7.7
S4215,Maria,Brown,student3215@university.com,Female,24,CS,94.24,64.13,59.11,87.17,83.31,8.78,78.26,73.28,B,20.9,No,Yes,None,Medium,10,6.4
S4216,John,Davis,student3216@university.com,Male,24,CS,75.7,55.46,62.99,51.51,89.88,4.75,78.19,57.47,F,26.8,No,Yes,None,Low,4,8.5
S4217,Liam,Williams,student3217@university.com,Female,22,Engineering,79.06,41.84,66.41,79.64,80.4,1.73,52.81,92.4,D,25.5,No,Yes,PhD,Low,1,6.6
S4218,Ahmed,Brown,student3218@university.com,Female,22,CS,58.15,47.54,65.36,77.84,88.11,4.29,82.48,97.14,C,29.7,No,Yes,,Medium,4,8.9
S4219,Liam,Davis,student3219@university.com,Male,21,Business,61.03,48.34,79.85,92.04,72.44,1.95,66.41,57.08,D,29.2,Yes,Yes,PhD,Low,2,7.5
S4220,Emma,Jones,student3220@university.com,Male,24,CS,61.76,50.97,86.1,83.84,68.56,3.76,80.61,83.37,C,20.6,No,Yes,,Low,8,8.4
S4221,Liam,Jones,student3221@university.com,Male,18,Engineering,71.54,88.2,59.75,94.01,91.16,4.97,92.01,81.83,F,17.6,No,Yes,PhD,Medium,2,8.9
S4222,Sara,Smith,student3222@university.com,Male,23,Business,96.41,66.37,95.46,94.36,93.27,3.6,52.27,88.0,A,24.0,No,Yes,Bachelor's,High,9,6.4
S4223,John,Brown,student3223@university.com,Male,24,Engineering,76.09,48.83,96.31,70.41,56.89,6.57,80.35,84.79,A,11.5,No,Yes,,Low,10,7.2
S4224,Emma,Brown,student3224@university.com,Female,24,Engineering,59.6,46.02,42.44,56.87,77.13,9.36,78.21,60.86,D,13.8,Yes,Yes,,Low,6,8.6
S4225,Maria,Johnson,student3225@university.com,Male,19,Mathematics,63.3,57.88,40.89,81.51,84.18,3.48,60.34,64.56,C,24.2,No,Yes,PhD,Medium,5,6.9
S4226,Ahmed,Johnson,student3226@university.com,Male,23,Business,69.2,87.88,65.5,93.69,54.18,3.56,82.32,58.26,F,28.7,No,Yes,Bachelor's,Low,9,4.3
S4227,Sara,Davis,student3227@university.com,Female,22,CS,81.16,61.87,75.44,53.75,96.48,7.38,77.74,96.06,B,27.4,No,Yes,Bachelor's,Medium,2,7.5
S4228,John,Davis,student3228@university.com,Male,23,Engineering,72.0,49.59,56.67,77.9,76.01,5.31,88.37,76.09,F,6.8,No,Yes,None,High,1,8.7
S4229,Emma,Johnson,student3229@university.com,Female,24,Mathematics,69.62,64.25,55.56,55.75,82.27,4.29,55.53,98.81,D,10.8,No,Yes,Bachelor's,Low,9,7.9
S4230,Emma,Davis,student3230@university.com,Male,22,CS,78.24,73.32,80.7,51.35,58.91,8.14,72.18,72.47,F,11.8,No,No,,Medium,10,8.0
S4231,Sara,Williams,student3231@university.com,Female,23,CS,62.09,41.78,76.1,83.98,63.22,8.91,99.9,77.64,B,14.6,No,Yes,Bachelor's,High,4,4.4
S4232,Omar,Johnson,student3232@university.com,Male,22,CS,53.95,77.66,50.03,84.09,56.05,5.91,84.46,89.46,C,6.8,No,Yes,,High,2,7.7
S4233,Maria,Brown,student3233@university.com,Female,22,CS,51.22,63.71,93.07,80.03,63.2,1.85,84.21,89.86,D,10.8,Yes,Yes,None,Medium,6,4.2
S4234,Sara,Williams,student3234@university.com,Female,21,Business,62.56,40.58,80.8,92.96,74.62,4.66,65.89,61.56,D,22.9,No,Yes,None,Low,1,8.7
S4235,Emma,Davis,student3235@university.com,Male,18,Business,54.58,80.43,61.75,54.04,91.68,5.04,54.69,64.41,F,11.1,No,Yes,Master's,Medium,4,8.6
S4236,Ali,Jones,student3236@university.com,Male,22,Mathematics,66.82,82.74,81.02,55.26,76.69,4.32,97.47,54.89,B,28.6,Yes,No,High School,Medium,4,8.9
S4237,John,Smith,student3237@university.com,Male,19,Business,88.65,77.73,46.76,93.23,62.22,2.62,55.27,90.27,A,15.6,Yes,No,Bachelor's,Medium,10,5.5
S4238,Sara,Johnson,student3238@university.com,Female,24,CS,85.81,60.52,68.1,75.16,52.23,4.72,99.64,89.69,A,7.5,No,Yes,High School,High,7,6.7
S4239,Omar,Jones,student3239@university.com,Female,24,CS,80.55,71.78,50.14,63.65,81.1,4.47,56.29,54.06,F,26.1,No,Yes,Bachelor's,Medium,3,6.9
S4240,Emma,Davis,student3240@university.com,Female,19,Mathematics,92.63,63.23,42.49,86.91,71.01,2.09,58.55,62.87,A,27.9,No,Yes,None,Medium,8,6.8
S4241,Maria,Brown,student3241@university.com,Male,20,CS,64.1,82.04,60.3,94.72,99.22,9.03,65.42,72.49,D,28.2,No,Yes,PhD,Medium,2,6.1
S4242,Liam,Smith,student3242@university.com,Male,22,CS,94.25,75.01,49.04,84.48,88.99,8.85,75.62,77.09,A,17.3,No,Yes,Master's,Low,4,8.9
S4243,Emma,Jones,student3243@university.com,Female,22,Mathematics,69.96,44.91,78.01,89.6,90.42,7.6,89.52,76.13,B,28.0,Yes,Yes,Bachelor's,Low,8,8.4
S4244,Maria,Smith,student3244@university.com,Male,22,Engineering,70.04,78.59,80.44,64.12,50.61,4.01,98.55,99.15,D,22.7,No,Yes,PhD,Medium,4,7.1
S4245,Sara,Johnson,student3245@university.com,Female,23,CS,70.27,81.23,48.92,64.44,88.89,3.7,67.94,88.21,D,9.9,Yes,Yes,None,Low,5,7.2
S4246,Maria,Davis,student3246@university.com,Male,22,Business,,62.24,41.48,,59.73,7.16,51.02,55.66,B,18.3,No,Yes,,Low,10,7.6
S4247,Ahmed,Brown,student3247@university.com,Male,22,Mathematics,98.77,92.55,87.57,80.74,79.29,6.08,80.83,64.68,A,15.8,No,Yes,High School,Low,8,7.0
S4248,Ahmed,Davis,student3248@university.com,Female,19,CS,56.93,90.58,40.12,61.71,72.37,6.01,85.54,67.27,F,16.3,No,Yes,,High,8,7.5
S4249,Ahmed,Smith,student3249@university.com,Male,18,Business,67.04,50.51,60.63,76.21,78.58,1.24,69.87,65.76,B,15.3,Yes,Yes,High School,Medium,5,8.1
S4250,Omar,Jones,student3250@university.com,Male,18,CS,65.97,94.26,69.67,84.29,56.67,6.18,59.17,89.3,A,9.4,No,Yes,Bachelor's,Low,6,8.9
S4251,Omar,Johnson,student3251@university.com,Male,20,Engineering,53.73,66.45,89.12,60.93,72.84,9.02,65.3,68.03,F,14.8,No,Yes,High School,High,9,8.2
S4252,Ali,Johnson,student3252@university.com,Male,19,Mathematics,57.61,83.42,90.31,82.75,51.85,0.86,82.79,74.62,D,17.8,No,Yes,High School,Medium,2,4.6
S4253,Omar,Davis,student3253@university.com,Male,22,Mathematics,52.24,88.85,83.5,52.11,52.05,3.39,74.71,76.67,D,12.1,No,Yes,Master's,Low,3,6.7
S4254,Liam,Jones,student3254@university.com,Female,18,CS,64.62,70.31,54.83,65.18,82.89,5.09,87.17,63.52,A,9.4,No,Yes,Bachelor's,Medium,9,7.2
S4255,Sara,Jones,student3255@university.com,Male,21,CS,,63.95,83.21,83.7,97.58,6.86,60.91,66.13,D,10.0,No,Yes,,Medium,3,5.3
S4256,Emma,Smith,student3256@university.com,Female,21,CS,66.97,94.93,54.79,57.47,88.87,0.9,92.1,89.0,D,9.8,No,Yes,Master's,Medium,5,6.4
S4257,Emma,Davis,student3257@university.com,Male,21,Engineering,56.18,53.85,52.88,61.11,73.46,8.73,57.79,93.33,D,16.2,No,Yes,Bachelor's,Low,3,8.7
S4258,Ali,Davis,student3258@university.com,Male,22,CS,82.28,55.42,72.83,93.95,52.79,0.41,66.5,51.85,F,10.2,No,Yes,PhD,Low,10,5.3
S4259,Omar,Williams,student3259@university.com,Female,22,Engineering,99.83,61.7,80.73,83.72,52.25,8.58,79.56,80.26,A,22.9,No,No,None,Medium,4,5.6
S4260,Liam,Davis,student3260@university.com,Female,20,CS,61.62,91.57,43.18,74.95,57.89,0.28,86.84,81.67,A,13.4,No,Yes,High School,Low,3,8.5
S4261,Maria,Johnson,student3261@university.com,Male,24,Engineering,63.98,96.33,43.6,60.54,98.79,1.54,63.31,86.87,C,28.5,No,Yes,PhD,Medium,10,4.5
S4262,Ali,Smith,student3262@university.com,Male,20,CS,,53.2,87.05,,69.93,8.0,97.41,84.69,F,6.6,No,Yes,High School,Medium,4,8.4
S4263,Liam,Jones,student3263@university.com,Female,20,Business,58.94,91.83,91.57,78.72,92.17,8.6,85.31,93.87,D,12.7,Yes,Yes,Bachelor's,High,1,5.5
S4264,Maria,Davis,student3264@university.com,Female,23,CS,75.56,55.49,76.27,57.77,85.26,9.82,60.88,53.92,B,23.5,No,Yes,None,Medium,8,6.5
S4265,Liam,Smith,student3265@university.com,Female,21,CS,,98.24,65.73,74.09,80.27,1.16,86.29,69.42,C,22.1,No,Yes,None,Low,10,7.2
S4266,Maria,Davis,student3266@university.com,Female,22,Business,96.62,75.84,90.72,70.45,97.39,5.26,84.82,89.1,A,15.5,Yes,Yes,Master's,Medium,7,7.2
S4267,John,Jones,student3267@university.com,Male,21,Business,99.08,40.43,83.73,73.83,61.52,0.77,87.63,92.33,A,26.8,Yes,Yes,Bachelor's,Medium,6,8.9
S4268,Liam,Brown,student3268@university.com,Male,20,CS,90.73,42.05,74.78,55.28,72.74,1.56,95.79,63.24,A,6.8,No,Yes,High School,High,7,4.2
S4269,Emma,Jones,student3269@university.com,Male,22,CS,65.74,48.85,59.19,55.32,93.24,1.74,85.59,79.26,B,17.7,No,Yes,High School,Medium,8,7.5
S4270,Ahmed,Jones,student3270@university.com,Male,19,Business,70.17,51.25,51.88,98.21,77.59,0.63,67.6,59.04,B,10.0,No,No,High School,Low,1,8.2
S4271,Omar,Jones,student3271@university.com,Male,18,CS,62.12,86.06,65.12,98.97,62.32,8.93,89.53,92.54,A,14.3,No,Yes,High School,Low,7,6.9
S4272,Maria,Davis,student3272@university.com,Female,18,Business,94.54,53.37,57.21,71.31,60.45,1.26,84.79,86.52,B,22.5,No,Yes,None,Medium,9,8.9
S4273,John,Williams,student3273@university.com,Female,20,Engineering,95.73,98.15,60.36,89.45,87.64,6.29,78.71,61.1,A,7.5,No,Yes,None,Low,4,6.1
S4274,Liam,Jones,student3274@university.com,Female,24,CS,70.94,78.17,70.94,82.79,50.64,6.26,67.69,81.19,D,6.1,No,Yes,High School,Low,2,7.7
S4275,Emma,Johnson,student3275@university.com,Male,21,Engineering,82.83,81.55,50.15,55.85,95.71,1.99,96.05,75.47,A,15.5,No,Yes,,Medium,1,7.4
S4276,Ahmed,Johnson,student3276@university.com,Female,19,Business,58.28,53.07,88.37,,50.92,9.98,75.64,62.94,F,11.8,No,Yes,PhD,Low,8,4.2
S4277,Maria,Smith,student3277@university.com,Male,22,Mathematics,71.75,93.56,48.73,65.68,81.55,3.47,81.41,94.66,A,23.0,No,Yes,Bachelor's,Low,9,6.8
S4278,Liam,Williams,student3278@university.com,Male,24,CS,81.57,80.07,68.86,79.79,80.24,9.05,70.77,57.39,D,6.6,No,Yes,,Low,3,5.3
S4279,Liam,Smith,student3279@university.com,Male,21,Engineering,69.27,91.86,84.76,79.0,78.92,9.48,89.04,73.37,D,29.2,Yes,Yes,Bachelor's,Medium,8,6.6
S4280,Maria,Johnson,student3280@university.com,Female,20,CS,67.88,97.39,69.1,96.18,73.72,9.49,67.05,79.14,A,20.5,Yes,Yes,High School,Medium,8,8.4
S4281,Ali,Johnson,student3281@university.com,Male,21,Engineering,50.05,47.54,61.66,89.5,92.62,7.53,90.53,91.18,F,17.5,No,Yes,Master's,Low,1,7.2
S4282,Ali,Brown,student3282@university.com,Male,20,Business,90.21,45.8,68.49,92.84,82.97,2.54,55.4,57.51,A,15.3,No,Yes,PhD,Low,8,7.0
S4283,Emma,Jones,student3283@university.com,Female,23,CS,94.47,88.2,90.92,94.56,89.09,1.21,85.45,80.46,A,23.7,Yes,Yes,High School,Low,2,7.4
S4284,Ahmed,Johnson,student3284@university.com,Male,18,Mathematics,98.47,91.97,99.43,90.06,55.78,5.7,73.84,50.33,A,13.9,No,Yes,High School,High,2,6.6
S4285,Maria,Davis,student3285@university.com,Female,24,Engineering,85.96,75.03,77.87,66.64,52.49,3.6,84.94,91.13,A,24.4,Yes,Yes,PhD,Low,4,6.2
S4286,Emma,Davis,student3286@university.com,Male,18,Mathematics,77.44,61.96,87.61,60.75,51.43,8.31,76.57,61.74,C,22.8,No,Yes,High School,High,10,5.9
S4287,Emma,Smith,student3287@university.com,Female,21,Business,,79.16,40.87,,57.36,7.45,56.72,86.05,C,18.8,Yes,Yes,None,High,7,7.5
S4288,Sara,Smith,student3288@university.com,Male,19,CS,99.96,58.34,92.82,,83.35,2.76,73.85,80.09,B,27.2,No,Yes,Master's,Low,2,7.9
S4289,Liam,Jones,student3289@university.com,Male,22,CS,79.49,54.3,97.24,69.33,74.7,0.17,98.23,52.51,D,13.6,Yes,Yes,None,Medium,5,6.1
S4290,Omar,Jones,student3290@university.com,Female,20,CS,84.06,69.29,74.51,92.42,87.61,2.37,87.74,59.16,A,6.4,Yes,No,,Medium,4,4.2
S4291,Liam,Brown,student3291@university.com,Male,22,CS,84.12,52.97,85.23,98.03,59.59,5.67,65.01,63.39,C,14.4,No,Yes,None,High,6,6.7
S4292,Ali,Williams,student3292@university.com,Female,18,Engineering,92.26,69.02,70.76,78.47,68.35,0.79,97.21,94.34,A,26.9,No,Yes,None,Medium,3,6.9
S4293,Ahmed,Smith,student3293@university.com,Male,19,Engineering,50.48,97.4,57.17,72.83,94.42,6.58,88.95,74.04,C,6.9,No,Yes,High School,Medium,9,6.4
S4294,Liam,Jones,student3294@university.com,Female,19,Mathematics,61.01,90.39,91.13,92.14,96.79,6.72,68.22,95.68,A,24.1,No,Yes,Master's,Medium,1,5.8
S4295,Maria,Smith,student3295@university.com,Male,22,Engineering,83.28,96.5,75.81,51.21,96.09,1.69,80.18,52.37,F,25.6,No,Yes,Master's,Low,8,8.5
S4296,Emma,Jones,student3296@university.com,Male,18,Business,94.76,88.38,74.76,,90.92,5.96,71.33,50.33,B,15.7,Yes,Yes,High School,Low,6,6.4
S4297,Maria,Johnson,student3297@university.com,Male,22,Mathematics,84.27,61.29,79.55,,84.41,6.07,54.83,97.41,D,9.9,No,Yes,Master's,Medium,4,8.0
S4298,Sara,Smith,student3298@university.com,Female,21,Business,70.67,88.72,91.36,86.6,95.68,4.78,90.3,86.2,C,13.9,No,Yes,Master's,Low,9,7.2
S4299,Ahmed,Johnson,student3299@university.com,Female,19,CS,68.08,95.37,83.91,70.81,85.71,9.53,59.55,89.17,F,15.0,No,Yes,High School,Low,1,7.9
S4300,Emma,Smith,student3300@university.com,Female,19,Engineering,86.9,96.82,52.67,94.44,97.7,1.08,72.9,95.79,A,28.3,No,Yes,Bachelor's,Medium,9,8.4
S4301,Maria,Williams,student3301@university.com,Female,21,CS,87.06,80.99,68.01,67.57,51.24,4.07,85.13,99.23,B,12.1,No,Yes,PhD,High,2,5.2
S4302,Ali,Brown,student3302@university.com,Female,18,CS,80.35,52.68,98.82,81.69,96.08,8.83,96.61,54.89,A,29.3,Yes,Yes,None,High,6,8.1
S4303,Omar,Davis,student3303@university.com,Male,19,CS,64.57,42.38,73.27,81.72,77.79,3.86,53.14,57.91,B,7.7,No,Yes,Master's,High,8,7.6
S4304,Sara,Davis,student3304@university.com,Male,24,Business,96.26,48.83,96.29,59.22,55.59,4.25,69.66,59.43,A,29.4,No,Yes,PhD,Medium,2,6.8
S4305,Ahmed,Davis,student3305@university.com,Male,23,Engineering,77.59,97.93,88.8,64.24,60.75,6.68,80.73,90.92,F,10.6,No,No,High School,High,5,6.7
S4306,Sara,Johnson,student3306@university.com,Male,23,Engineering,,67.73,79.96,95.8,92.61,6.66,88.97,67.78,A,9.2,Yes,Yes,Master's,Medium,10,5.6
S4307,Ali,Jones,student3307@university.com,Male,23,Mathematics,60.72,91.3,60.96,59.17,75.31,0.23,96.05,79.66,C,8.0,No,Yes,PhD,Medium,10,6.7
S4308,Ahmed,Davis,student3308@university.com,Female,20,CS,67.2,67.9,58.26,58.68,99.14,4.56,50.02,92.76,F,12.9,Yes,Yes,None,Low,4,5.9
S4309,Sara,Williams,student3309@university.com,Male,24,Engineering,93.73,79.65,78.61,,55.88,3.34,81.39,84.16,B,20.4,No,Yes,PhD,High,5,8.4
S4310,John,Davis,student3310@university.com,Female,20,Business,52.51,41.45,65.95,54.61,70.63,6.28,50.35,53.27,C,21.7,No,Yes,Bachelor's,Medium,10,6.9
S4311,Ali,Smith,student3311@university.com,Male,18,CS,75.62,54.99,87.93,94.73,66.59,5.56,89.36,72.28,C,14.2,Yes,Yes,Master's,Medium,4,5.5
S4312,Ali,Johnson,student3312@university.com,Female,21,Engineering,74.09,66.18,85.63,55.01,75.81,6.51,57.48,53.38,F,10.8,Yes,Yes,,Low,3,4.7
S4313,Ali,Smith,student3313@university.com,Female,22,CS,87.56,77.84,58.73,80.83,81.67,6.54,94.73,73.94,A,29.9,No,Yes,None,Medium,4,7.5
S4314,John,Smith,student3314@university.com,Female,24,Business,64.09,50.29,82.16,66.99,83.08,2.55,57.76,60.97,A,11.8,No,Yes,None,High,5,7.3
S4315,John,Smith,student3315@university.com,Male,18,CS,60.95,85.87,69.67,90.21,50.06,2.46,88.22,50.07,B,14.5,No,Yes,Bachelor's,Medium,1,5.8
S4316,Maria,Brown,student3316@university.com,Male,22,CS,96.31,61.86,59.4,79.49,54.45,3.7,64.47,90.66,A,17.0,No,Yes,PhD,High,4,4.8
S4317,Emma,Brown,student3317@university.com,Male,18,Engineering,78.59,89.05,64.78,69.42,51.75,2.42,77.86,98.47,B,23.5,No,Yes,None,Low,9,7.6
S4318,Omar,Jones,student3318@university.com,Male,20,CS,55.23,45.88,93.72,99.19,93.23,6.83,80.42,98.21,C,8.8,Yes,No,,Low,8,5.4
S4319,Sara,Johnson,student3319@university.com,Female,23,CS,59.65,80.79,61.57,53.31,65.66,6.03,60.34,64.96,C,11.7,No,Yes,Master's,Low,5,8.3
S4320,Maria,Williams,student3320@university.com,Female,21,Engineering,99.94,57.6,57.24,,68.35,2.16,64.93,91.44,A,29.9,No,Yes,Master's,Low,3,7.6
S4321,Sara,Williams,student3321@university.com,Female,20,CS,59.78,87.72,61.11,99.48,72.52,8.84,55.38,83.94,D,25.6,No,Yes,High School,Low,2,8.5
S4322,Omar,Williams,student3322@university.com,Female,21,Engineering,80.52,64.13,52.88,84.55,92.47,4.61,50.26,90.0,D,16.1,No,Yes,Bachelor's,Medium,8,8.9
S4323,Emma,Smith,student3323@university.com,Male,24,Engineering,71.01,79.92,72.68,86.99,50.71,1.27,61.97,92.31,D,7.7,Yes,Yes,None,Low,8,5.7
S4324,John,Brown,student3324@university.com,Female,22,Engineering,94.28,96.06,48.85,,55.93,2.13,75.8,99.01,A,26.7,No,Yes,Bachelor's,High,5,6.5
S4325,Emma,Johnson,student3325@university.com,Male,18,Engineering,87.76,41.24,89.05,51.07,84.26,5.4,85.68,57.59,A,24.6,No,No,Bachelor's,High,7,6.0
S4326,John,Smith,student3326@university.com,Female,19,CS,,40.67,53.53,,98.19,3.38,89.68,88.49,B,19.5,Yes,Yes,,Low,1,4.4
S4327,Omar,Brown,student3327@university.com,Female,19,CS,50.54,86.22,75.88,99.59,82.14,8.51,53.49,86.71,C,15.1,Yes,Yes,High School,Medium,6,6.0
S4328,Emma,Brown,student3328@university.com,Female,21,Business,93.99,78.78,47.5,98.98,63.06,4.95,63.62,64.39,A,28.4,Yes,Yes,Bachelor's,Medium,10,6.2
S4329,Maria,Davis,student3329@university.com,Male,23,Business,72.23,57.58,98.71,66.73,75.99,9.15,88.51,69.63,D,12.4,No,Yes,None,Low,9,4.9
S4330,Ahmed,Davis,student3330@university.com,Male,23,CS,96.58,69.66,67.27,,98.75,1.02,74.04,58.84,A,13.0,Yes,Yes,,High,7,8.4
S4331,Maria,Johnson,student3331@university.com,Female,21,Engineering,74.78,42.52,89.33,,76.4,6.69,59.11,95.66,A,26.9,No,Yes,Master's,Low,5,5.5
S4332,Sara,Johnson,student3332@university.com,Female,20,Engineering,84.71,51.55,86.12,66.46,68.68,8.86,69.61,93.97,F,20.7,No,Yes,,Medium,6,7.8
S4333,Maria,Johnson,student3333@university.com,Female,19,Engineering,,65.47,82.82,68.51,69.17,2.93,63.5,80.7,A,28.8,No,Yes,PhD,Low,7,4.4
S4334,Omar,Smith,student3334@university.com,Male,20,Engineering,87.26,90.04,89.64,87.41,98.35,1.36,52.53,75.58,A,21.1,Yes,Yes,None,High,6,4.2
S4335,Ali,Jones,student3335@university.com,Male,22,CS,,68.78,46.03,93.31,85.95,4.57,88.18,61.64,D,5.8,No,Yes,,Medium,5,9.0
S4336,Sara,Johnson,student3336@university.com,Male,19,Business,67.57,75.18,80.71,87.34,84.36,9.61,64.58,89.48,A,9.4,No,Yes,PhD,High,2,4.6
S4337,Emma,Davis,student3337@university.com,Female,22,CS,55.93,92.43,55.95,82.32,61.6,6.33,97.26,50.41,F,12.0,No,Yes,Master's,Low,3,7.8
S4338,Sara,Jones,student3338@university.com,Male,18,Engineering,57.34,58.53,87.15,88.3,77.97,6.44,94.41,73.14,D,26.7,No,Yes,,Low,4,7.0
S4339,Ahmed,Smith,student3339@university.com,Female,20,Business,59.29,82.04,97.41,86.92,67.84,6.72,85.81,93.03,D,25.8,No,Yes,,Low,5,6.3
S4340,John,Jones,student3340@university.com,Male,21,Engineering,66.41,91.7,94.09,,62.01,0.4,66.33,80.92,D,24.8,Yes,Yes,None,High,1,4.2
S4341,Emma,Williams,student3341@university.com,Female,19,CS,94.6,52.16,46.9,,94.78,4.46,64.0,81.76,A,18.8,No,Yes,None,Low,10,5.6
S4342,Liam,Jones,student3342@university.com,Female,20,Mathematics,68.41,61.39,62.17,64.14,69.16,0.78,73.76,53.54,B,8.5,No,No,Master's,Low,7,8.5
S4343,Sara,Johnson,student3343@university.com,Male,21,Business,86.22,98.79,61.86,83.97,64.14,3.16,67.73,64.34,B,8.3,No,Yes,High School,Medium,8,8.5
S4344,Emma,Smith,student3344@university.com,Female,18,Business,54.14,98.99,47.34,97.97,96.59,8.22,95.06,83.69,C,8.2,No,Yes,,Low,7,7.0
S4345,Emma,Johnson,student3345@university.com,Female,19,Engineering,79.55,53.39,45.89,79.05,59.87,6.56,56.17,52.48,F,26.4,No,No,PhD,High,5,6.9
S4346,Emma,Davis,student3346@university.com,Female,22,CS,74.09,43.99,63.09,95.63,87.28,9.96,86.22,66.55,C,8.5,No,Yes,Master's,Low,1,6.1
S4347,John,Williams,student3347@university.com,Male,18,Mathematics,98.9,56.26,99.52,,82.64,1.72,80.54,67.7,A,25.2,Yes,Yes,Master's,Medium,9,7.9
S4348,Liam,Davis,student3348@university.com,Female,23,Engineering,92.31,63.86,74.14,89.72,96.02,3.97,90.32,74.94,B,26.1,Yes,Yes,PhD,Medium,2,8.4
S4349,Omar,Johnson,student3349@university.com,Male,21,Business,72.74,66.46,77.31,92.68,91.6,8.1,77.12,68.12,B,7.6,No,Yes,High School,Low,10,7.6
S4350,Maria,Johnson,student3350@university.com,Male,19,CS,88.76,77.13,68.26,81.55,85.26,2.16,81.48,72.71,A,27.6,No,Yes,,Low,1,6.6
S4351,Emma,Johnson,student3351@university.com,Female,19,CS,59.65,93.97,79.74,96.7,65.73,1.54,98.14,77.35,D,27.4,No,No,,Medium,2,7.2
S4352,Ali,Brown,student3352@university.com,Male,24,Mathematics,78.12,59.82,97.4,79.5,74.78,4.28,54.6,56.42,F,21.0,Yes,Yes,,Low,4,5.1
S4353,Omar,Williams,student3353@university.com,Female,24,Engineering,53.73,91.0,75.32,62.03,97.22,3.84,55.24,59.02,C,17.8,No,Yes,Master's,Low,2,9.0
S4354,Ahmed,Johnson,student3354@university.com,Male,18,CS,67.4,45.61,43.9,60.79,51.16,9.8,69.68,91.63,C,21.2,No,Yes,Master's,Low,6,8.7
S4355,John,Johnson,student3355@university.com,Female,19,CS,61.29,42.51,69.57,77.79,89.72,4.56,73.64,72.99,A,15.1,No,Yes,Master's,Medium,8,8.8
S4356,Sara,Davis,student3356@university.com,Male,21,Engineering,,70.24,99.57,95.32,62.59,8.61,59.99,67.76,C,19.7,Yes,Yes,,Low,9,4.8
S4357,John,Davis,student3357@university.com,Female,18,CS,74.5,43.58,63.24,53.62,59.25,8.88,54.13,71.69,B,29.2,No,Yes,Bachelor's,High,8,7.3
S4358,Sara,Johnson,student3358@university.com,Female,22,Engineering,87.55,63.55,75.63,80.22,61.61,1.58,51.11,58.74,B,7.8,No,Yes,Bachelor's,Low,8,7.3
S4359,John,Smith,student3359@university.com,Female,18,Engineering,75.76,93.81,46.4,88.49,52.99,7.15,88.23,61.99,D,10.8,No,Yes,None,High,9,5.8
S4360,Sara,Brown,student3360@university.com,Female,18,Business,54.32,54.49,48.47,55.77,99.6,2.78,74.25,75.78,F,18.1,Yes,Yes,Bachelor's,Medium,8,8.3
S4361,Emma,Davis,student3361@university.com,Male,22,CS,86.77,82.36,92.48,55.84,93.49,0.95,92.17,67.95,A,11.5,No,Yes,Bachelor's,Medium,2,7.9
S4362,Maria,Smith,student3362@university.com,Male,23,Mathematics,91.66,58.14,58.02,68.31,76.05,8.75,68.04,73.77,B,29.8,No,Yes,High School,Low,7,7.6
S4363,Sara,Brown,student3363@university.com,Female,24,CS,95.18,42.7,58.33,63.69,85.76,2.92,85.17,57.49,A,23.0,No,Yes,Master's,Low,3,4.1
S4364,Liam,Johnson,student3364@university.com,Male,21,Engineering,78.6,73.4,63.23,59.92,77.83,3.45,74.43,57.82,D,15.8,No,Yes,PhD,Medium,1,9.0
S4365,Sara,Williams,student3365@university.com,Female,23,CS,87.68,90.09,97.99,59.93,90.58,3.24,80.6,69.2,A,27.6,Yes,No,High School,Medium,10,7.6
S4366,Ali,Jones,student3366@university.com,Female,23,Business,87.6,64.57,45.06,,92.24,2.0,68.51,68.94,A,8.6,No,Yes,,Medium,9,8.8
S4367,Sara,Jones,student3367@university.com,Male,23,Mathematics,57.79,77.04,89.13,80.54,61.64,4.35,54.06,94.17,C,12.2,No,No,High School,Low,8,4.4
S4368,Ali,Johnson,student3368@university.com,Male,24,Business,58.21,94.0,60.49,84.41,72.99,4.28,97.37,51.67,F,28.9,No,No,,Medium,6,7.5
S4369,Ahmed,Davis,student3369@university.com,Female,20,Engineering,53.54,87.38,90.97,85.15,81.74,4.09,91.8,99.64,F,18.9,No,Yes,,Medium,2,7.7
S4370,Emma,Smith,student3370@university.com,Male,24,Engineering,66.0,51.63,99.51,,98.92,9.16,65.59,97.83,B,28.0,Yes,Yes,,Low,1,4.3
S4371,Ali,Williams,student3371@university.com,Female,23,Business,73.68,84.0,60.92,97.65,84.13,3.4,97.94,77.11,F,29.6,No,Yes,Bachelor's,High,10,4.3
S4372,Maria,Brown,student3372@university.com,Male,20,Mathematics,99.89,70.11,47.76,94.03,94.88,0.3,65.02,85.94,B,14.0,No,Yes,None,High,6,7.8
S4373,Omar,Johnson,student3373@university.com,Male,22,Mathematics,71.55,84.76,48.66,97.88,92.31,1.78,72.15,96.76,B,19.4,No,Yes,Bachelor's,Low,5,8.0
S4374,Emma,Williams,student3374@university.com,Male,24,CS,86.31,69.67,85.52,69.44,79.1,7.21,87.76,62.56,A,26.2,No,Yes,,Medium,2,8.6
S4375,Ali,Williams,student3375@university.com,Male,21,Mathematics,84.67,47.68,48.7,93.89,94.68,5.91,65.45,65.78,B,11.8,Yes,Yes,,Medium,1,7.9
S4376,Emma,Davis,student3376@university.com,Male,23,CS,60.22,74.19,55.63,88.14,68.87,9.52,66.23,55.55,B,16.2,No,Yes,PhD,Low,3,5.2
S4377,Liam,Brown,student3377@university.com,Female,19,CS,52.93,69.53,52.26,67.0,68.96,6.94,70.5,78.19,D,8.8,No,Yes,PhD,Medium,5,8.8
S4378,Emma,Williams,student3378@university.com,Male,22,CS,77.3,71.08,61.34,55.33,89.05,1.94,73.42,57.97,C,21.3,Yes,Yes,High School,Low,9,5.3
S4379,Emma,Davis,student3379@university.com,Male,20,CS,,92.73,44.46,84.13,56.73,1.21,56.18,96.54,C,5.1,Yes,Yes,High School,Low,8,7.6
S4380,Ahmed,Smith,student3380@university.com,Female,24,Business,99.91,93.69,91.4,56.82,65.29,5.21,50.87,71.58,B,16.2,Yes,Yes,High School,High,9,6.6
S4381,Maria,Davis,student3381@university.com,Female,21,Business,,67.21,91.61,64.69,80.43,6.65,95.96,95.98,B,28.2,No,Yes,High School,Medium,5,4.6
S4382,John,Smith,student3382@university.com,Female,18,Business,94.82,67.34,64.78,75.02,71.0,1.66,67.66,60.25,A,27.4,No,Yes,None,Low,4,8.6
S4383,John,Smith,student3383@university.com,Male,21,Engineering,69.1,70.91,76.73,83.99,97.04,6.02,55.08,84.7,D,25.1,No,Yes,Bachelor's,Medium,3,6.9
S4384,Ali,Williams,student3384@university.com,Male,21,Engineering,84.47,71.18,78.52,96.31,97.93,8.65,87.96,82.38,F,8.5,No,Yes,None,High,3,4.5
S4385,Emma,Davis,student3385@university.com,Female,23,Business,79.91,97.02,84.96,79.66,75.13,7.28,64.75,69.98,B,18.0,Yes,Yes,High School,Low,4,5.9
S4386,Ali,Smith,student3386@university.com,Female,23,CS,52.65,78.96,71.24,83.57,76.95,6.64,59.08,94.92,C,23.0,No,Yes,Master's,Medium,5,7.8
S4387,Ahmed,Brown,student3387@university.com,Female,24,Business,53.92,56.65,70.62,65.5,86.23,7.89,98.13,71.74,F,7.5,No,Yes,PhD,High,10,7.1
S4388,Ahmed,Williams,student3388@university.com,Female,24,Engineering,,71.89,77.88,,72.86,1.04,96.03,59.92,F,8.7,No,Yes,High School,High,7,5.1
S4389,Sara,Davis,student3389@university.com,Male,20,Engineering,68.54,77.63,82.18,71.89,59.5,2.04,55.29,98.85,A,6.0,No,Yes,High School,Medium,9,6.8
S4390,Liam,Davis,student3390@university.com,Male,24,Engineering,87.29,78.39,60.8,92.85,87.35,0.38,94.96,72.07,A,13.1,Yes,No,PhD,High,4,5.5
S4391,Ahmed,Jones,student3391@university.com,Male,20,Business,58.64,75.12,59.82,69.62,86.89,1.45,94.54,60.4,D,26.9,No,Yes,PhD,Low,5,6.6
S4392,Sara,Davis,student3392@university.com,Male,23,CS,80.29,50.66,56.18,73.41,62.25,9.13,81.72,68.18,B,17.7,Yes,Yes,Bachelor's,Low,5,5.6
S4393,Maria,Williams,student3393@university.com,Male,23,CS,64.44,42.02,72.93,71.63,91.65,2.22,76.49,80.68,B,26.3,No,Yes,None,Low,4,6.5
S4394,Ali,Brown,student3394@university.com,Female,19,Business,89.85,60.27,61.61,,80.68,6.62,60.87,75.6,B,7.1,No,Yes,,Low,3,8.2
S4395,Omar,Davis,student3395@university.com,Male,19,Engineering,89.92,65.65,72.42,97.68,61.82,6.92,56.07,81.76,B,6.4,No,Yes,None,Low,7,5.1
S4396,Maria,Jones,student3396@university.com,Female,22,Business,88.77,43.71,64.36,66.36,82.6,6.45,80.32,83.09,A,25.1,Yes,Yes,,High,5,4.0
S4397,Ahmed,Williams,student3397@university.com,Female,23,CS,76.24,88.9,90.2,73.75,61.68,5.54,91.1,56.17,A,17.4,Yes,Yes,Master's,High,2,4.8
S4398,Maria,Smith,student3398@university.com,Female,18,CS,64.23,60.64,44.39,85.3,63.26,4.86,84.43,65.74,D,16.8,Yes,Yes,Master's,Low,9,8.2
S4399,Maria,Johnson,student3399@university.com,Male,19,Business,90.47,94.82,74.33,94.77,92.4,4.2,59.04,87.44,B,16.9,No,Yes,Bachelor's,High,1,6.1
S4400,Liam,Johnson,student3400@university.com,Female,20,Engineering,,49.26,74.54,74.69,96.47,9.17,64.5,82.52,A,14.5,No,Yes,Bachelor's,Medium,4,7.7
S4401,Liam,Smith,student3401@university.com,Male,21,Engineering,,43.42,63.02,55.44,62.84,0.1,77.32,54.42,B,27.2,No,Yes,Bachelor's,Low,7,4.2
S4402,Liam,Davis,student3402@university.com,Female,24,CS,,68.94,65.26,68.43,96.4,0.53,81.25,65.76,B,18.0,No,Yes,Master's,Medium,8,4.7
S4403,Maria,Johnson,student3403@university.com,Male,24,CS,83.71,51.35,88.01,77.52,61.94,4.93,53.61,96.57,B,29.3,Yes,Yes,PhD,Medium,10,6.8
S4404,Ahmed,Johnson,student3404@university.com,Female,22,Engineering,84.31,96.24,56.84,70.88,55.86,3.31,80.7,93.1,A,26.2,No,No,,Low,6,7.6
S4405,Omar,Smith,student3405@university.com,Male,19,CS,82.63,40.62,92.28,59.33,52.91,4.08,86.82,83.53,C,23.4,No,Yes,PhD,High,7,7.9
S4406,Emma,Davis,student3406@university.com,Female,21,Business,70.78,64.76,93.78,51.85,62.11,9.98,59.07,53.64,A,20.9,No,Yes,High School,Medium,9,7.2
S4407,Maria,Davis,student3407@university.com,Female,21,Business,55.01,95.6,79.04,84.37,69.26,7.75,62.31,80.35,C,25.9,No,No,None,Medium,6,7.8
S4408,Sara,Smith,student3408@university.com,Female,19,CS,95.56,63.07,86.37,99.64,96.38,8.77,62.94,50.61,A,27.0,No,Yes,,High,7,4.8
S4409,Ahmed,Davis,student3409@university.com,Female,18,Engineering,75.39,45.59,76.78,95.96,62.11,3.69,96.99,83.06,C,8.3,No,Yes,,High,2,7.3
S4410,Maria,Davis,student3410@university.com,Male,18,Engineering,70.35,58.17,71.52,84.16,68.27,2.4,70.35,86.56,B,14.0,No,Yes,Bachelor's,Low,7,6.1
S4411,Omar,Williams,student3411@university.com,Male,22,CS,79.44,69.88,98.0,92.08,86.71,7.68,76.53,74.86,B,25.1,No,Yes,PhD,Low,7,8.6
S4412,Emma,Williams,student3412@university.com,Male,18,CS,59.64,51.11,56.96,,65.1,8.08,86.22,50.19,D,10.5,Yes,Yes,,Low,2,7.1
S4413,Liam,Smith,student3413@university.com,Female,22,Engineering,56.63,67.99,49.25,81.12,84.22,5.5,68.57,83.33,F,19.7,Yes,Yes,High School,Low,5,6.7
S4414,Ahmed,Brown,student3414@university.com,Female,20,Engineering,70.28,90.18,57.25,53.03,71.6,8.96,55.28,90.99,F,24.5,Yes,No,PhD,High,4,6.9
S4415,John,Johnson,student3415@university.com,Female,19,Engineering,61.36,92.36,76.88,85.36,59.82,9.67,82.72,79.29,D,10.6,No,Yes,None,High,7,8.2
S4416,Emma,Williams,student3416@university.com,Female,21,Engineering,62.21,42.96,51.11,98.49,86.7,4.71,83.36,85.46,F,15.1,No,Yes,None,Low,4,4.1
S4417,Sara,Johnson,student3417@university.com,Female,22,Business,94.63,49.65,94.53,93.04,51.35,2.23,63.03,54.52,A,27.9,No,No,High School,High,9,8.3
S4418,Maria,Jones,student3418@university.com,Female,24,Business,76.54,56.52,64.66,76.72,64.62,5.17,51.76,85.77,A,13.9,Yes,No,High School,Low,9,4.1
S4419,Omar,Smith,student3419@university.com,Male,18,Engineering,74.17,75.69,91.0,,67.81,9.9,83.27,80.71,A,20.1,Yes,Yes,None,Medium,5,6.9
S4420,John,Brown,student3420@university.com,Male,24,Business,84.47,61.66,54.95,97.19,72.91,2.93,85.17,66.55,D,15.8,No,Yes,Master's,Low,8,6.5
S4421,Omar,Jones,student3421@university.com,Male,22,CS,97.58,90.64,58.79,60.8,83.99,6.18,51.3,84.27,A,26.9,No,No,,Low,3,5.9
S4422,John,Jones,student3422@university.com,Male,23,Business,55.61,83.0,43.55,89.66,72.97,6.94,84.66,82.28,D,15.6,No,Yes,Bachelor's,Medium,4,4.6
S4423,Ahmed,Davis,student3423@university.com,Male,22,Engineering,91.68,46.03,55.47,63.49,79.72,2.14,96.95,79.97,A,14.0,No,No,,Medium,2,4.6
S4424,John,Jones,student3424@university.com,Male,18,Business,79.2,77.47,69.42,93.85,79.79,5.88,58.94,59.15,A,9.3,No,Yes,None,Low,3,7.7
S4425,Sara,Smith,student3425@university.com,Male,23,Engineering,57.31,46.78,96.77,54.92,68.66,3.15,76.07,64.81,D,13.7,Yes,Yes,PhD,High,4,4.6
S4426,Sara,Williams,student3426@university.com,Male,23,CS,64.86,55.3,63.33,58.91,96.7,8.54,84.84,99.57,B,21.7,No,Yes,,High,9,7.4
S4427,Ali,Smith,student3427@university.com,Female,18,Engineering,74.12,50.67,78.38,86.03,97.79,7.15,61.5,71.66,F,9.4,No,Yes,,Low,4,9.0
S4428,Sara,Williams,student3428@university.com,Female,23,CS,84.56,50.38,65.66,58.74,79.09,8.26,87.58,52.97,C,22.6,No,Yes,None,Medium,1,7.4
S4429,Emma,Jones,student3429@university.com,Female,19,Engineering,62.13,76.98,42.81,57.9,53.58,2.0,93.4,94.95,B,5.3,Yes,Yes,Master's,Low,2,4.4
S4430,John,Jones,student3430@university.com,Female,21,Engineering,76.74,73.82,70.21,77.77,74.56,0.35,90.73,58.65,F,14.2,Yes,Yes,Master's,Low,7,6.7
S4431,Sara,Brown,student3431@university.com,Female,24,Business,84.23,50.56,43.95,,59.22,8.51,62.94,70.18,B,16.6,Yes,Yes,High School,High,2,8.2
S4432,Ahmed,Williams,student3432@university.com,Female,19,Engineering,72.44,99.41,93.02,63.42,74.16,3.87,90.21,63.9,D,7.4,No,Yes,,Low,3,8.8
S4433,Omar,Jones,student3433@university.com,Female,19,Engineering,,65.31,85.18,92.06,59.42,1.8,70.67,98.19,C,22.1,No,Yes,None,High,10,7.6
S4434,Liam,Davis,student3434@university.com,Male,18,CS,93.47,45.82,62.72,90.4,85.19,0.92,63.32,68.9,A,7.6,Yes,No,Bachelor's,Medium,3,5.5
S4435,Omar,Johnson,student3435@university.com,Male,18,Mathematics,73.53,47.23,78.41,78.96,54.02,5.17,58.4,85.44,D,7.2,Yes,Yes,,Low,8,5.3
S4436,Ali,Brown,student3436@university.com,Female,24,Business,98.65,75.03,46.72,,97.67,1.5,95.45,79.92,B,14.2,No,Yes,Bachelor's,High,7,7.9
S4437,Omar,Smith,student3437@university.com,Male,21,Business,53.78,98.74,82.15,52.02,59.77,5.67,71.34,52.15,D,23.5,No,Yes,Master's,Medium,1,7.8
S4438,John,Brown,student3438@university.com,Male,22,CS,50.17,74.32,89.36,68.36,83.03,7.27,93.29,69.22,D,29.1,No,No,Master's,Medium,8,6.4
S4439,Ali,Johnson,student3439@university.com,Male,19,Engineering,69.03,96.94,89.3,63.17,95.85,5.35,57.98,69.5,D,24.4,No,Yes,None,Medium,3,4.4
S4440,John,Williams,student3440@university.com,Male,23,CS,80.05,66.65,57.06,57.5,62.39,9.04,88.35,99.49,C,16.7,No,Yes,None,Low,5,7.4
S4441,Ahmed,Smith,student3441@university.com,Male,21,Engineering,81.46,66.15,55.82,69.48,96.71,1.56,55.5,90.6,A,11.8,No,Yes,Master's,Medium,7,7.0
S4442,Ali,Smith,student3442@university.com,Female,19,CS,73.82,70.0,71.28,67.75,69.43,4.94,50.88,92.83,C,12.5,No,Yes,Bachelor's,Low,3,4.1
S4443,Maria,Williams,student3443@university.com,Male,22,Engineering,56.24,81.85,98.07,86.44,98.03,1.63,99.75,65.68,D,12.1,No,Yes,Bachelor's,Medium,8,7.2
S4444,Emma,Brown,student3444@university.com,Female,23,Engineering,58.52,62.06,95.23,79.9,98.57,8.76,53.68,66.45,D,12.0,No,No,Master's,Medium,8,4.7
S4445,Emma,Jones,student3445@university.com,Female,19,CS,92.61,91.83,61.58,95.66,59.4,9.32,73.08,75.78,A,6.7,No,Yes,PhD,Low,9,8.1
S4446,John,Brown,student3446@university.com,Female,20,Engineering,93.4,41.76,86.79,57.27,91.55,4.0,93.92,81.55,A,10.5,No,Yes,PhD,Medium,6,7.4
S4447,Omar,Johnson,student3447@university.com,Male,24,Business,83.69,66.39,95.28,52.99,59.67,3.06,90.97,86.41,D,7.7,Yes,Yes,,High,2,4.3
S4448,Liam,Davis,student3448@university.com,Female,21,CS,83.21,70.66,55.66,76.73,61.32,2.79,73.56,91.04,C,5.2,No,Yes,PhD,Medium,8,6.7
S4449,Liam,Jones,student3449@university.com,Female,24,Business,79.88,76.42,89.82,,54.21,8.6,80.54,93.66,A,12.1,Yes,Yes,High School,Low,10,8.0
S4450,Maria,Brown,student3450@university.com,Female,18,CS,60.15,56.56,56.07,89.39,57.83,6.82,81.49,51.23,D,13.8,Yes,Yes,None,Medium,2,8.1
S4451,Ali,Davis,student3451@university.com,Female,19,CS,71.41,65.65,60.6,75.3,81.61,8.81,55.49,89.8,F,28.2,No,Yes,None,Medium,9,4.4
S4452,Maria,Davis,student3452@university.com,Male,23,CS,,69.07,51.93,74.4,72.46,1.18,64.25,80.54,B,29.9,No,Yes,PhD,Medium,2,4.4
S4453,Maria,Williams,student3453@university.com,Female,23,Business,76.86,81.21,70.42,,89.55,4.76,65.05,76.6,B,19.5,No,Yes,Master's,Medium,7,7.9
S4454,Omar,Johnson,student3454@university.com,Female,21,Engineering,50.93,86.41,90.6,68.75,66.6,6.76,68.91,81.42,D,27.5,Yes,Yes,High School,Medium,3,5.2
S4455,Liam,Johnson,student3455@university.com,Female,21,Business,97.68,84.27,71.68,71.56,98.43,8.97,63.7,94.1,A,20.5,No,Yes,PhD,Medium,1,7.0
S4456,Ali,Johnson,student3456@university.com,Female,24,Engineering,92.24,60.49,47.41,50.8,52.49,3.82,62.57,77.26,B,17.4,No,Yes,,High,8,7.0
S4457,Ahmed,Jones,student3457@university.com,Male,23,CS,63.03,99.97,55.11,54.18,53.15,3.13,67.74,58.11,A,6.1,No,Yes,Master's,Medium,7,7.1
S4458,Omar,Smith,student3458@university.com,Female,23,Business,80.82,90.92,73.77,75.25,85.07,9.13,68.96,71.84,D,6.1,Yes,Yes,Bachelor's,Medium,3,5.7
S4459,Maria,Jones,student3459@university.com,Female,23,CS,96.16,55.6,74.99,57.51,94.38,0.48,74.36,96.22,A,5.8,No,Yes,,Medium,1,4.2
S4460,Maria,Brown,student3460@university.com,Female,19,Business,54.8,51.71,74.61,88.94,89.78,4.8,58.68,90.72,C,8.8,No,Yes,High School,Low,10,6.7
S4461,Ahmed,Davis,student3461@university.com,Female,23,CS,75.15,58.84,44.62,63.72,74.49,4.59,89.42,60.15,D,6.9,No,Yes,Bachelor's,Low,4,6.6
S4462,Maria,Davis,student3462@university.com,Female,18,CS,72.81,67.14,85.22,54.89,63.48,1.46,93.03,85.71,C,9.9,No,Yes,Master's,Low,5,6.2
S4463,Maria,Smith,student3463@university.com,Female,23,Business,70.51,91.05,94.57,61.76,50.67,3.95,62.41,62.81,D,18.0,No,Yes,Master's,High,3,5.4
S4464,Maria,Brown,student3464@university.com,Male,18,Mathematics,91.78,86.7,70.63,67.85,75.47,7.23,56.17,67.43,A,17.6,No,No,,Medium,5,8.2
S4465,Emma,Smith,student3465@university.com,Female,19,CS,69.03,91.07,83.13,51.77,73.78,3.67,86.12,73.45,F,13.6,No,Yes,None,Low,1,5.9
S4466,Omar,Davis,student3466@university.com,Male,21,Business,53.18,56.32,94.84,,67.21,3.1,96.21,72.04,D,21.6,No,Yes,Bachelor's,Medium,7,4.6
S4467,Sara,Jones,student3467@university.com,Male,18,CS,53.29,75.61,78.56,66.19,78.9,7.82,51.76,51.46,D,14.8,No,Yes,,Low,2,7.8
S4468,Omar,Johnson,student3468@university.com,Female,19,Business,52.14,56.99,80.46,65.52,86.44,9.89,50.72,88.7,C,10.5,No,Yes,High School,Low,5,7.2
S4469,Ahmed,Davis,student3469@university.com,Male,23,Engineering,70.46,46.54,83.28,90.02,85.04,7.79,59.17,92.32,B,22.3,No,Yes,High School,Medium,10,5.5
S4470,Maria,Williams,student3470@university.com,Female,19,CS,85.92,81.05,55.63,92.16,63.16,8.46,84.24,76.55,A,29.5,Yes,Yes,High School,Medium,2,4.8
S4471,Omar,Johnson,student3471@university.com,Male,23,CS,,48.58,74.96,59.67,79.27,9.4,98.24,58.65,D,25.3,No,Yes,None,High,8,6.2
S4472,Emma,Davis,student3472@university.com,Female,24,CS,82.32,80.06,90.53,56.2,57.44,8.02,87.52,62.4,C,15.4,No,Yes,Bachelor's,Low,3,4.3
S4473,Liam,Jones,student3473@university.com,Male,19,CS,84.35,78.88,57.77,81.71,56.08,9.8,78.65,56.32,D,14.4,No,Yes,,Medium,1,5.1
S4474,Ahmed,Smith,student3474@university.com,Male,21,CS,62.76,88.61,93.83,90.23,89.29,7.47,85.03,58.48,D,6.0,No,Yes,Master's,Medium,6,8.8
S4475,John,Johnson,student3475@university.com,Female,18,Engineering,80.03,48.37,77.22,98.19,84.69,6.62,61.53,93.82,A,21.4,No,Yes,Master's,High,8,4.8
S4476,Omar,Jones,student3476@university.com,Male,24,Mathematics,84.24,87.01,65.39,50.34,88.4,6.93,84.43,74.01,C,10.6,Yes,Yes,High School,Medium,7,5.4
S4477,John,Brown,student3477@university.com,Male,21,CS,73.33,99.96,77.39,70.68,57.62,9.0,66.07,55.55,D,22.1,No,Yes,Bachelor's,Low,6,4.7
S4478,Maria,Williams,student3478@university.com,Male,20,Engineering,66.84,91.06,64.11,86.7,95.73,6.83,61.12,62.74,B,24.0,No,Yes,PhD,Low,5,8.6
S4479,Emma,Johnson,student3479@university.com,Male,23,Engineering,80.96,85.11,90.28,91.43,56.66,7.61,61.83,97.48,D,27.0,Yes,Yes,Master's,Low,8,8.6
S4480,Emma,Smith,student3480@university.com,Male,18,Mathematics,98.89,79.73,68.94,53.11,93.5,2.16,83.39,75.46,B,18.7,No,Yes,,High,10,4.3
S4481,Omar,Brown,student3481@university.com,Female,21,Engineering,71.34,65.31,94.07,84.03,67.62,9.13,88.36,75.78,B,25.7,No,Yes,PhD,Medium,4,8.5
S4482,Ahmed,Jones,student3482@university.com,Male,18,Engineering,69.59,83.83,70.59,64.45,55.27,4.47,79.09,76.28,B,23.1,Yes,Yes,Master's,Low,7,4.7
S4483,Ahmed,Williams,student3483@university.com,Male,20,Engineering,73.21,83.45,79.62,53.73,64.34,1.61,53.19,55.58,B,13.8,No,Yes,PhD,Medium,2,6.0
S4484,Emma,Smith,student3484@university.com,Female,22,CS,53.81,77.89,99.86,74.46,59.07,8.0,51.9,98.52,D,7.7,No,Yes,PhD,Low,9,6.9
S4485,Ahmed,Jones,student3485@university.com,Female,23,CS,77.66,87.78,48.82,,74.53,3.56,60.86,54.22,A,11.1,No,Yes,,Medium,8,6.3
S4486,Emma,Jones,student3486@university.com,Female,23,Engineering,66.43,66.93,84.2,86.85,97.49,1.84,64.32,85.0,B,26.1,No,Yes,,Low,4,4.7
S4487,Omar,Johnson,student3487@university.com,Male,19,CS,56.07,47.28,48.33,87.06,66.39,2.56,70.24,52.89,F,18.4,No,Yes,Bachelor's,High,7,8.0
S4488,Sara,Johnson,student3488@university.com,Male,23,Engineering,73.31,73.54,90.33,92.1,80.6,0.35,53.8,72.18,B,21.6,No,Yes,,High,1,7.4
S4489,Emma,Smith,student3489@university.com,Male,23,CS,50.17,55.9,75.79,68.88,94.59,0.91,86.26,94.98,C,25.2,No,Yes,None,High,5,8.7
S4490,John,Davis,student3490@university.com,Male,21,Engineering,70.09,63.07,96.29,50.67,81.5,5.93,85.57,88.42,F,21.7,No,Yes,PhD,Low,2,5.8
S4491,Ahmed,Davis,student3491@university.com,Female,24,CS,55.29,41.04,91.96,62.99,68.11,8.66,67.33,66.73,D,26.4,No,Yes,None,High,2,6.2
S4492,Emma,Jones,student3492@university.com,Female,23,Mathematics,51.21,62.97,44.49,73.39,99.54,4.49,78.15,77.57,F,7.2,No,Yes,,Low,2,5.7
S4493,Emma,Johnson,student3493@university.com,Male,23,Business,91.22,88.53,48.24,,59.37,6.26,55.05,58.26,A,27.6,Yes,Yes,Bachelor's,High,2,4.3
S4494,Omar,Williams,student3494@university.com,Male,20,CS,95.81,72.56,76.07,,76.16,8.1,70.76,97.81,A,25.3,Yes,Yes,Bachelor's,Low,5,4.3
S4495,Ahmed,Williams,student3495@university.com,Male,24,CS,60.38,40.59,71.1,,89.84,3.57,92.88,85.43,F,27.6,No,Yes,,Low,4,7.8
S4496,Sara,Jones,student3496@university.com,Male,20,Engineering,76.96,68.19,50.11,76.21,50.03,6.54,83.03,68.71,C,23.3,No,Yes,,High,1,5.4
S4497,Omar,Johnson,student3497@university.com,Female,18,CS,63.9,57.49,47.76,58.25,85.1,3.5,55.2,65.9,B,11.9,No,Yes,Bachelor's,Low,6,6.4
S4498,Sara,Smith,student3498@university.com,Female,18,CS,74.68,68.65,73.84,,63.32,6.43,92.38,61.93,A,7.8,Yes,Yes,Bachelor's,Medium,3,8.9
S4499,Liam,Smith,student3499@university.com,Male,23,CS,71.83,64.28,42.94,,58.49,2.18,84.03,89.33,D,8.2,No,Yes,None,Low,8,4.1
S4500,Omar,Smith,student3500@university.com,Female,23,Mathematics,63.45,95.92,92.42,,63.71,9.78,72.65,71.73,D,17.5,No,No,Bachelor's,Medium,2,6.6
S4501,Ahmed,Williams,student3501@university.com,Male,19,Business,85.02,42.47,88.42,84.53,98.34,0.76,84.6,66.51,B,14.8,No,Yes,Master's,Medium,8,6.6
S4502,Ali,Johnson,student3502@university.com,Male,18,Engineering,56.32,81.02,87.12,55.57,94.6,5.05,58.64,95.26,C,21.4,No,Yes,Bachelor's,Medium,6,9.0
S4503,Ahmed,Johnson,student3503@university.com,Female,21,Engineering,52.65,91.06,40.96,74.44,60.69,2.86,77.52,57.51,F,17.6,No,Yes,PhD,Low,5,8.2
S4504,Ahmed,Williams,student3504@university.com,Male,23,Mathematics,88.38,97.55,42.86,85.12,55.85,6.01,80.9,63.19,A,8.1,No,Yes,PhD,High,10,4.3
S4505,Sara,Smith,student3505@university.com,Female,21,Mathematics,,50.66,72.99,54.35,68.21,4.28,96.39,67.24,A,5.1,No,Yes,High School,Medium,6,4.8
S4506,Sara,Smith,student3506@university.com,Male,23,Mathematics,74.93,71.88,99.67,89.62,79.62,3.07,53.34,62.99,D,8.2,Yes,Yes,High School,Low,6,4.2
S4507,Ahmed,Jones,student3507@university.com,Female,21,CS,73.39,42.62,60.54,61.1,93.36,2.5,68.74,79.27,D,8.7,Yes,Yes,,Low,4,5.0
S4508,Ahmed,Davis,student3508@university.com,Male,22,CS,74.87,69.95,60.66,75.15,98.3,1.82,96.84,80.05,A,23.0,No,Yes,PhD,High,1,5.1
S4509,Ahmed,Brown,student3509@university.com,Female,21,Engineering,71.85,47.53,48.06,97.03,87.56,7.83,60.86,52.74,D,12.1,No,Yes,High School,Low,2,4.4
S4510,Sara,Davis,student3510@university.com,Male,24,Engineering,69.64,90.27,80.46,78.57,79.95,2.22,90.66,57.23,F,7.3,No,Yes,None,High,8,6.6
S4511,Ahmed,Johnson,student3511@university.com,Male,18,CS,74.98,46.83,78.8,71.2,57.12,7.74,50.08,59.93,B,23.9,No,Yes,High School,High,9,8.9
S4512,Ahmed,Johnson,student3512@university.com,Female,23,CS,,70.8,46.08,50.34,53.7,4.85,51.29,53.52,B,28.5,No,Yes,Bachelor's,Low,4,8.0
S4513,Liam,Johnson,student3513@university.com,Male,18,Business,84.6,71.27,68.04,56.67,79.8,0.72,66.38,56.24,C,7.5,Yes,Yes,Master's,High,8,5.0
S4514,Maria,Davis,student3514@university.com,Female,24,Business,85.56,98.3,80.02,78.93,76.95,1.65,88.43,61.98,A,29.1,No,Yes,High School,Low,10,7.9
S4515,Ali,Brown,student3515@university.com,Female,24,CS,,79.3,69.61,74.69,92.3,8.93,55.21,67.28,C,28.8,No,Yes,,Low,6,8.9
S4516,John,Jones,student3516@university.com,Male,21,Business,70.68,57.27,80.46,,66.13,6.03,69.14,89.57,D,18.1,Yes,Yes,Master's,Medium,1,8.2
S4517,Ali,Davis,student3517@university.com,Male,20,Engineering,,54.45,88.98,96.16,51.98,1.84,56.57,60.9,B,12.4,No,Yes,High School,Medium,6,6.3
S4518,Maria,Brown,student3518@university.com,Male,20,Business,76.83,47.69,81.15,66.62,71.19,7.04,61.18,83.5,C,8.5,No,Yes,PhD,Low,7,5.3
S4519,John,Smith,student3519@university.com,Male,24,Engineering,72.67,85.39,76.97,76.86,98.46,8.23,75.15,52.89,C,25.6,Yes,Yes,Master's,Medium,1,7.7
S4520,Omar,Smith,student3520@university.com,Female,20,CS,94.48,81.45,91.22,78.44,89.78,3.31,65.96,82.91,A,20.1,Yes,Yes,Bachelor's,Low,9,7.9
S4521,Ahmed,Johnson,student3521@university.com,Male,23,Engineering,84.82,76.59,94.04,76.37,51.69,5.57,60.6,89.74,D,21.3,No,Yes,PhD,Low,6,5.5
S4522,Maria,Williams,student3522@university.com,Male,19,Engineering,94.93,42.45,63.33,73.88,93.73,2.93,69.67,80.24,B,26.5,No,Yes,,Medium,8,5.1
S4523,Liam,Johnson,student3523@university.com,Male,22,Engineering,85.46,85.77,50.39,66.85,73.58,0.8,85.05,60.07,B,16.1,No,Yes,,Medium,8,7.4
S4524,Omar,Williams,student3524@university.com,Female,21,CS,98.55,78.51,89.07,95.44,68.24,4.0,55.97,66.52,A,14.2,Yes,Yes,Bachelor's,Low,9,8.4
S4525,Ahmed,Brown,student3525@university.com,Male,19,Mathematics,81.79,97.83,52.83,72.54,67.34,7.51,73.98,90.26,D,24.1,Yes,Yes,None,Medium,1,4.1
S4526,Sara,Smith,student3526@university.com,Female,20,CS,98.18,75.23,95.74,76.42,79.76,4.59,63.74,71.6,B,12.4,No,Yes,Bachelor's,Low,6,8.9
S4527,Emma,Davis,student3527@university.com,Male,21,CS,57.91,58.24,41.37,82.82,76.53,4.05,68.93,62.76,C,13.2,No,Yes,Bachelor's,Medium,9,5.0
S4528,Maria,Williams,student3528@university.com,Female,19,Engineering,52.62,62.89,95.28,53.38,82.83,3.66,91.08,96.63,D,14.5,No,Yes,PhD,Low,8,5.7
S4529,Sara,Brown,student3529@university.com,Male,18,Engineering,78.96,50.55,75.35,89.06,78.68,4.59,96.49,81.87,C,26.4,No,Yes,Bachelor's,Medium,4,4.3
S4530,Maria,Smith,student3530@university.com,Male,20,Engineering,99.17,83.37,86.48,75.63,57.2,3.18,62.15,90.29,B,24.5,No,No,,High,5,4.3
S4531,Liam,Davis,student3531@university.com,Female,19,Business,70.88,82.46,63.91,,62.86,6.12,81.5,51.23,C,12.3,No,Yes,Bachelor's,Medium,9,5.4
S4532,Maria,Williams,student3532@university.com,Male,23,Engineering,60.6,52.04,99.5,88.6,92.05,0.64,83.83,66.97,A,8.6,No,Yes,High School,Low,5,6.8
S4533,Sara,Johnson,student3533@university.com,Male,18,Engineering,76.08,49.51,53.65,93.7,83.16,8.07,92.12,72.94,D,14.8,No,Yes,None,High,9,8.5
S4534,Liam,Johnson,student3534@university.com,Male,20,Business,82.44,44.62,55.86,69.61,72.42,1.73,94.95,79.37,D,20.6,No,Yes,None,Low,1,4.3
S4535,John,Johnson,student3535@university.com,Female,22,CS,65.76,94.72,43.09,90.57,59.13,6.33,73.4,59.5,A,21.9,No,Yes,Bachelor's,Low,10,6.7
S4536,Ali,Brown,student3536@university.com,Male,24,Engineering,85.74,53.98,96.43,62.94,50.38,4.5,99.13,74.9,A,10.0,No,Yes,,Medium,9,6.1
S4537,Ahmed,Johnson,student3537@university.com,Female,20,Business,98.76,60.65,67.36,83.02,65.59,7.73,98.54,84.28,A,11.2,No,Yes,PhD,Low,10,8.9
S4538,Maria,Jones,student3538@university.com,Female,23,CS,94.85,56.83,80.49,55.14,52.74,8.26,75.32,67.29,A,28.3,Yes,No,None,High,9,4.9
S4539,Ahmed,Smith,student3539@university.com,Female,22,Engineering,64.58,64.82,81.25,51.0,74.11,2.04,77.1,84.57,C,14.6,No,Yes,High School,Medium,6,5.8
S4540,Emma,Brown,student3540@university.com,Male,22,Mathematics,66.34,82.84,92.47,54.79,91.09,6.77,83.39,69.48,D,12.9,No,Yes,Bachelor's,Low,7,4.2
S4541,Sara,Davis,student3541@university.com,Female,22,CS,,92.24,79.9,65.97,64.27,1.9,68.69,73.47,F,22.4,Yes,Yes,None,Low,6,8.6
S4542,Ahmed,Johnson,student3542@university.com,Female,21,Engineering,69.73,50.96,73.72,51.55,92.39,1.24,83.1,56.71,A,16.7,No,No,High School,High,4,7.1
S4543,Sara,Smith,student3543@university.com,Male,21,Mathematics,55.02,81.18,82.62,,85.23,9.3,75.71,82.56,C,11.2,No,Yes,None,High,7,6.9
S4544,Ahmed,Williams,student3544@university.com,Female,24,CS,88.1,61.15,85.06,65.83,56.26,1.64,51.77,61.21,A,15.2,No,Yes,High School,High,2,4.2
S4545,Ali,Johnson,student3545@university.com,Female,22,CS,68.27,98.83,51.16,86.82,82.23,2.28,92.64,91.44,C,8.6,Yes,Yes,Bachelor's,Low,3,4.5
S4546,Ali,Smith,student3546@university.com,Male,24,Business,93.99,57.94,46.58,52.3,57.58,1.3,97.02,77.67,A,12.0,No,Yes,High School,Medium,4,8.0
S4547,Liam,Jones,student3547@university.com,Male,18,Business,96.35,40.43,44.49,60.84,82.74,4.7,51.31,78.01,B,15.5,Yes,Yes,None,Low,3,6.7
S4548,Ali,Williams,student3548@university.com,Female,22,Engineering,51.22,70.94,62.44,,57.14,9.2,89.46,95.62,F,17.9,No,Yes,High School,Low,9,5.0
S4549,Liam,Jones,student3549@university.com,Male,19,Engineering,99.43,49.04,69.88,69.13,69.63,2.64,69.29,58.37,A,23.5,No,Yes,Bachelor's,Medium,4,6.7
S4550,Ali,Davis,student3550@university.com,Male,22,Business,85.5,42.67,76.94,,78.33,5.42,79.28,76.51,B,14.6,Yes,No,High School,Medium,10,8.8
S4551,Ali,Smith,student3551@university.com,Male,21,Business,76.02,81.9,97.48,,52.52,4.11,75.0,69.11,D,18.6,Yes,Yes,PhD,Low,1,4.5
S4552,Ali,Jones,student3552@university.com,Female,21,CS,,83.94,59.85,,57.67,3.36,77.57,98.32,B,28.8,No,Yes,,Medium,8,8.9
S4553,Sara,Davis,student3553@university.com,Female,19,CS,75.93,67.64,85.65,86.05,66.02,5.72,74.76,89.64,A,25.5,No,Yes,High School,High,4,7.9
S4554,Maria,Smith,student3554@university.com,Male,19,Engineering,66.23,80.61,71.88,61.0,73.12,5.59,92.67,87.88,C,10.9,No,Yes,PhD,Low,9,4.7
S4555,Liam,Smith,student3555@university.com,Female,20,Business,81.13,72.29,53.21,93.89,92.92,3.59,84.18,60.21,A,10.3,No,No,PhD,Medium,9,8.1
S4556,Ahmed,Jones,student3556@university.com,Male,18,Business,54.65,77.79,76.92,69.39,59.36,8.51,70.63,61.87,F,21.6,No,No,Master's,Medium,9,7.7
S4557,Ali,Smith,student3557@university.com,Male,18,Mathematics,81.06,75.8,98.03,95.05,67.37,0.53,84.43,51.46,B,19.9,Yes,Yes,High School,High,9,6.9
S4558,Sara,Johnson,student3558@university.com,Male,18,Business,63.77,79.95,47.46,67.09,73.79,0.85,98.25,81.93,C,18.7,No,Yes,,Medium,7,7.9
S4559,Sara,Smith,student3559@university.com,Male,23,Engineering,50.88,51.98,70.44,50.43,64.79,9.91,54.02,68.54,C,8.9,No,Yes,PhD,Medium,9,4.7
S4560,Sara,Brown,student3560@university.com,Male,21,Engineering,77.64,56.12,43.1,75.85,81.29,7.48,69.4,65.6,C,14.1,No,No,,Medium,7,7.6
S4561,Liam,Davis,student3561@university.com,Female,18,Business,78.92,66.4,59.27,76.24,62.83,8.04,93.52,81.85,D,24.0,No,Yes,High School,Medium,8,7.2
S4562,Maria,Smith,student3562@university.com,Female,20,Business,71.33,66.77,77.24,55.99,88.62,6.03,86.95,91.43,D,23.1,Yes,No,,Medium,2,5.4
S4563,Liam,Brown,student3563@university.com,Female,20,Engineering,53.61,86.46,90.46,,75.26,4.2,96.75,56.65,D,9.1,Yes,Yes,None,Low,4,7.5
S4564,Ahmed,Smith,student3564@university.com,Female,18,CS,94.67,62.04,83.82,89.17,54.32,6.29,51.99,95.93,B,15.7,Yes,Yes,Bachelor's,Medium,4,7.4
S4565,Maria,Smith,student3565@university.com,Male,19,Mathematics,80.57,49.75,67.77,51.84,81.35,0.93,93.14,51.71,C,16.1,No,Yes,Master's,High,4,5.2
S4566,John,Jones,student3566@university.com,Male,20,Engineering,55.79,55.09,94.55,74.48,78.46,7.58,89.59,54.76,D,17.7,No,Yes,High School,Medium,3,4.7
S4567,Omar,Johnson,student3567@university.com,Female,24,CS,75.55,52.88,58.16,76.52,66.93,5.41,90.75,91.91,C,16.5,Yes,Yes,None,High,1,5.8
S4568,Sara,Davis,student3568@university.com,Female,19,Engineering,74.86,83.9,85.24,84.44,50.56,9.57,79.86,74.64,C,17.5,Yes,Yes,Bachelor's,Low,6,6.0
S4569,Liam,Johnson,student3569@university.com,Male,24,Engineering,53.02,68.22,68.44,51.87,60.04,6.37,52.6,96.96,D,25.3,Yes,Yes,PhD,Medium,5,8.1
S4570,John,Williams,student3570@university.com,Male,21,CS,80.34,82.52,93.92,79.28,70.29,1.52,76.96,73.08,F,14.7,No,Yes,Master's,Low,3,6.2
S4571,Emma,Jones,student3571@university.com,Male,23,Business,,64.97,87.85,50.15,60.0,4.78,70.39,96.31,F,18.8,No,Yes,Bachelor's,Low,7,7.7
S4572,Liam,Jones,student3572@university.com,Female,20,CS,87.45,93.38,94.09,63.26,78.87,0.58,76.35,61.98,B,20.2,No,Yes,,Medium,6,6.3
S4573,Ali,Johnson,student3573@university.com,Male,19,CS,60.15,99.01,52.85,74.98,85.62,7.45,87.01,80.82,B,28.6,No,Yes,,High,4,4.3
S4574,Omar,Jones,student3574@university.com,Male,24,Engineering,93.11,80.19,80.09,,92.8,5.02,79.8,99.72,B,21.4,Yes,Yes,,Low,9,7.3
S4575,Ali,Johnson,student3575@university.com,Female,18,Business,67.13,91.83,84.31,56.33,82.35,3.7,64.63,68.8,B,8.3,No,Yes,PhD,High,4,8.5
S4576,Maria,Jones,student3576@university.com,Female,24,Mathematics,97.33,70.48,84.54,58.46,84.45,9.69,79.98,50.07,A,19.6,No,Yes,Bachelor's,High,9,6.6
S4577,Omar,Smith,student3577@university.com,Female,24,Business,53.59,96.08,70.24,83.46,80.42,9.41,54.16,53.2,D,21.5,No,Yes,Master's,High,3,7.5
S4578,Liam,Johnson,student3578@university.com,Male,21,Mathematics,74.31,89.9,40.68,68.74,99.27,9.53,50.27,92.95,D,5.2,No,Yes,,Low,7,7.9
S4579,Ahmed,Johnson,student3579@university.com,Male,22,CS,79.86,99.51,55.69,81.17,63.05,2.21,70.08,74.59,F,6.9,No,Yes,High School,Medium,7,6.3
S4580,John,Brown,student3580@university.com,Female,22,CS,62.38,77.39,59.4,99.87,63.31,7.29,87.86,76.84,F,5.5,No,Yes,Bachelor's,Low,1,5.2
S4581,Ahmed,Jones,student3581@university.com,Male,18,Engineering,88.57,86.75,91.12,99.34,56.32,9.45,91.13,89.97,A,6.2,No,Yes,High School,Low,1,8.3
S4582,Liam,Jones,student3582@university.com,Male,21,CS,81.34,72.57,90.45,67.69,74.28,5.71,77.49,90.58,C,7.2,No,No,None,Low,2,8.1
S4583,Maria,Johnson,student3583@university.com,Male,21,Business,50.91,55.55,46.28,75.2,54.81,2.14,93.4,73.87,F,28.9,Yes,Yes,,High,4,8.3
S4584,Ali,Smith,student3584@university.com,Female,21,Engineering,80.42,61.29,96.99,95.23,63.51,8.18,56.3,92.9,C,10.2,No,Yes,Master's,Medium,2,8.1
S4585,Omar,Smith,student3585@university.com,Female,21,Mathematics,74.57,93.64,50.95,54.61,74.13,8.8,98.21,73.42,A,10.1,Yes,Yes,Bachelor's,Low,10,4.7
S4586,Ahmed,Davis,student3586@university.com,Male,22,CS,59.8,43.36,64.86,72.62,97.88,7.03,96.09,83.75,C,26.4,No,Yes,None,High,10,6.1
S4587,Liam,Smith,student3587@university.com,Male,19,Engineering,99.79,75.49,52.91,68.88,98.19,2.94,79.96,51.67,A,23.8,No,Yes,High School,Low,5,5.0
S4588,Ahmed,Jones,student3588@university.com,Male,21,Engineering,94.86,62.35,91.62,64.74,87.19,1.91,52.94,56.9,A,21.9,No,Yes,High School,High,2,4.8
S4589,Liam,Brown,student3589@university.com,Male,19,CS,64.63,63.2,84.96,99.71,69.46,6.24,72.71,92.57,A,15.5,No,Yes,None,Low,8,7.9
S4590,Ali,Johnson,student3590@university.com,Female,24,Engineering,77.05,93.07,61.21,86.68,93.26,4.83,58.96,65.66,A,5.8,Yes,Yes,High School,Medium,6,6.4
S4591,Omar,Williams,student3591@university.com,Female,24,Engineering,65.83,91.23,80.91,69.44,93.77,6.69,81.42,66.74,B,25.7,No,No,PhD,Medium,3,4.5
S4592,John,Brown,student3592@university.com,Male,21,Engineering,88.77,75.93,51.06,91.45,95.51,1.12,59.5,83.15,A,26.5,No,Yes,High School,Medium,2,6.0
S4593,Ali,Williams,student3593@university.com,Male,20,CS,96.52,56.38,62.94,74.48,82.0,1.36,74.09,79.63,B,17.0,No,Yes,Master's,Medium,9,9.0
S4594,Ahmed,Brown,student3594@university.com,Female,23,CS,67.94,68.53,62.63,93.64,60.09,3.63,60.28,54.11,F,21.1,No,Yes,PhD,Low,1,5.1
S4595,John,Smith,student3595@university.com,Male,20,Engineering,,64.5,54.28,63.32,54.55,2.59,59.09,88.29,B,16.9,No,Yes,Bachelor's,Low,6,6.0
S4596,Liam,Jones,student3596@university.com,Female,24,CS,74.92,61.22,92.58,61.18,95.74,6.19,62.4,80.86,F,12.4,No,No,PhD,High,7,7.0
S4597,John,Williams,student3597@university.com,Male,23,CS,69.83,46.17,80.73,,52.78,3.68,51.46,92.77,D,18.5,Yes,Yes,Bachelor's,Medium,9,5.0
S4598,Liam,Brown,student3598@university.com,Female,20,CS,96.92,72.59,56.8,76.92,64.79,6.84,85.81,76.77,B,22.2,Yes,Yes,Bachelor's,High,7,8.8
S4599,Ali,Jones,student3599@university.com,Male,21,CS,75.52,58.11,54.53,64.57,74.35,7.69,65.34,70.72,C,8.9,Yes,Yes,PhD,Medium,4,7.2
S4600,Ahmed,Williams,student3600@university.com,Male,19,CS,73.37,79.65,41.08,57.36,51.1,1.87,84.91,68.57,B,18.3,No,Yes,Master's,Medium,2,5.1
S4601,Maria,Johnson,student3601@university.com,Female,23,CS,83.62,59.15,60.79,99.73,95.35,9.2,82.67,50.22,D,24.4,No,Yes,High School,High,6,6.2
S4602,Ahmed,Brown,student3602@university.com,Female,22,Engineering,63.06,65.87,71.61,95.02,64.36,7.87,53.31,51.99,A,16.9,No,Yes,PhD,Medium,10,5.8
S4603,Liam,Johnson,student3603@university.com,Male,18,Engineering,66.24,43.14,56.66,81.75,51.43,6.27,65.6,56.56,F,8.9,No,Yes,Bachelor's,Medium,7,4.6
S4604,Sara,Smith,student3604@university.com,Male,23,Engineering,,99.55,82.03,,99.68,9.09,78.34,96.48,A,26.7,No,Yes,PhD,High,6,5.4
S4605,Omar,Johnson,student3605@university.com,Female,23,Business,,70.46,64.7,96.77,65.57,2.66,95.92,94.03,C,21.8,No,No,Bachelor's,Low,4,6.8
S4606,Emma,Johnson,student3606@university.com,Female,22,Engineering,91.33,41.45,58.98,83.81,93.84,4.22,70.07,74.86,B,20.8,No,Yes,,High,7,4.4
S4607,Maria,Davis,student3607@university.com,Male,21,Engineering,63.56,72.47,96.34,75.93,72.67,0.86,75.24,59.01,F,21.3,No,Yes,None,Low,10,4.2
S4608,John,Brown,student3608@university.com,Male,20,Business,,92.22,55.77,94.1,83.16,4.56,87.51,57.31,A,11.1,No,Yes,Master's,Medium,6,6.7
S4609,Maria,Smith,student3609@university.com,Female,20,Engineering,,86.35,63.9,78.39,62.05,5.06,90.16,62.81,B,17.3,No,Yes,Master's,High,6,6.2
S4610,Omar,Johnson,student3610@university.com,Female,24,Business,,82.05,62.94,56.34,75.14,6.16,96.17,95.44,D,13.1,Yes,Yes,Bachelor's,Medium,2,4.9
S4611,John,Jones,student3611@university.com,Female,19,Engineering,58.02,48.37,54.47,68.34,62.88,0.64,74.86,76.07,C,25.8,No,Yes,Bachelor's,Low,2,7.6
S4612,Omar,Williams,student3612@university.com,Female,21,Engineering,,79.46,53.05,72.3,97.55,0.32,59.69,90.2,D,19.7,No,Yes,,Low,6,4.4
S4613,John,Johnson,student3613@university.com,Female,22,Business,69.39,85.98,58.14,,53.05,4.2,88.22,75.34,D,22.9,No,Yes,,Medium,1,5.4
S4614,Maria,Smith,student3614@university.com,Male,21,CS,57.98,74.35,91.85,82.96,63.73,1.89,56.28,80.47,F,21.5,No,Yes,,Medium,8,4.5
S4615,John,Johnson,student3615@university.com,Male,21,CS,94.43,93.56,86.02,93.76,94.66,7.59,70.92,80.51,B,17.1,No,Yes,Master's,Medium,9,7.6
S4616,John,Williams,student3616@university.com,Female,20,CS,99.54,56.62,80.86,87.88,74.0,6.69,81.41,51.57,B,25.1,No,Yes,Bachelor's,Medium,8,7.2
S4617,Sara,Smith,student3617@university.com,Male,22,CS,78.43,54.53,67.43,65.49,80.0,3.26,84.59,72.26,A,20.4,No,Yes,High School,High,10,4.9
S4618,Ahmed,Brown,student3618@university.com,Male,18,CS,88.73,92.17,70.47,85.94,82.58,0.46,86.65,93.2,A,10.7,Yes,Yes,None,Low,6,6.8
S4619,Ahmed,Smith,student3619@university.com,Female,23,Engineering,92.95,77.52,56.03,59.76,53.55,1.82,59.68,74.45,A,12.3,Yes,No,None,Low,10,7.5
S4620,Emma,Brown,student3620@university.com,Male,20,Business,,40.09,44.46,70.41,50.89,6.92,99.08,71.77,D,25.7,No,Yes,High School,Low,1,4.2
S4621,Emma,Smith,student3621@university.com,Male,22,Business,52.21,61.19,59.86,90.3,96.89,9.9,58.92,76.33,D,28.5,No,Yes,,Low,8,7.3
S4622,Liam,Williams,student3622@university.com,Male,19,CS,57.88,91.47,69.74,80.6,63.58,3.26,54.8,69.04,D,18.7,No,Yes,High School,Medium,2,5.6
S4623,Liam,Williams,student3623@university.com,Female,23,Mathematics,53.55,41.64,43.44,91.27,69.02,8.02,83.2,75.77,D,14.6,No,Yes,None,Low,4,4.7
S4624,Liam,Smith,student3624@university.com,Female,23,Engineering,50.49,40.19,45.29,62.74,84.1,8.67,95.5,56.77,C,20.6,No,Yes,Master's,Medium,1,8.1
S4625,Sara,Johnson,student3625@university.com,Male,20,CS,65.3,56.88,55.78,,61.82,0.48,77.97,98.4,A,17.1,Yes,No,Bachelor's,Low,1,7.0
S4626,Emma,Williams,student3626@university.com,Male,24,Business,69.62,94.84,62.02,60.12,86.65,9.16,79.77,51.71,F,26.0,Yes,Yes,Bachelor's,Medium,5,6.7
S4627,Omar,Brown,student3627@university.com,Male,19,Business,62.05,94.09,63.6,,72.91,4.66,76.92,74.16,D,25.8,Yes,Yes,PhD,Medium,6,8.2
S4628,Liam,Brown,student3628@university.com,Male,20,Business,,71.13,47.07,71.68,92.83,9.64,52.14,60.5,F,16.4,No,Yes,,High,9,5.3
S4629,Liam,Jones,student3629@university.com,Male,21,CS,76.49,73.19,53.55,77.82,63.93,5.39,84.07,52.92,B,25.1,No,No,PhD,Medium,3,4.1
S4630,Maria,Davis,student3630@university.com,Male,24,Engineering,63.67,59.92,55.7,,60.19,2.35,67.91,82.59,D,9.8,Yes,Yes,PhD,Medium,2,8.7
S4631,Ali,Davis,student3631@university.com,Female,22,Business,89.8,54.62,44.06,68.06,91.58,9.75,96.78,99.26,B,14.3,No,Yes,,Low,2,5.3
S4632,Omar,Davis,student3632@university.com,Male,19,Engineering,50.4,88.91,59.57,83.35,66.32,2.43,59.34,87.48,D,7.0,No,Yes,PhD,Low,8,7.2
S4633,Liam,Brown,student3633@university.com,Male,23,Engineering,92.13,46.38,44.33,77.93,70.59,8.82,65.11,62.7,A,25.2,No,Yes,,Low,9,8.9
S4634,Liam,Jones,student3634@university.com,Female,20,Engineering,,69.24,82.21,77.45,89.69,1.73,75.24,74.67,D,29.4,No,Yes,PhD,High,8,5.2
S4635,Liam,Davis,student3635@university.com,Male,23,Business,85.81,78.06,63.16,75.54,81.78,6.75,73.87,52.49,B,19.4,No,Yes,PhD,High,3,9.0
S4636,Ali,Davis,student3636@university.com,Male,19,CS,86.68,46.22,59.61,97.19,72.09,4.11,70.02,76.58,A,24.2,No,Yes,PhD,Low,10,6.7
S4637,Ali,Smith,student3637@university.com,Male,23,Engineering,96.68,71.18,47.59,96.73,62.49,9.72,65.72,54.97,A,15.0,No,Yes,High School,High,10,8.8
S4638,Sara,Smith,student3638@university.com,Male,20,CS,60.45,74.65,53.59,68.01,88.21,1.85,57.36,89.73,C,19.0,Yes,Yes,PhD,Medium,8,4.4
S4639,Omar,Smith,student3639@university.com,Female,24,Engineering,99.73,84.55,53.96,67.59,59.02,4.09,91.05,52.84,A,13.7,No,Yes,,High,10,6.7
S4640,Sara,Johnson,student3640@university.com,Male,20,Business,88.67,54.09,99.11,77.74,96.41,6.4,72.44,50.47,A,22.4,No,Yes,High School,Medium,6,8.7
S4641,John,Davis,student3641@university.com,Female,18,CS,86.33,57.6,90.12,54.78,57.52,9.78,78.65,93.08,A,11.2,No,No,High School,Low,6,4.8
S4642,Ali,Johnson,student3642@university.com,Male,23,Engineering,68.05,74.17,40.92,65.15,90.25,3.04,77.33,97.13,F,8.8,Yes,Yes,Bachelor's,Low,9,5.4
S4643,Maria,Jones,student3643@university.com,Male,18,Engineering,77.29,98.99,77.01,61.54,71.21,3.97,78.77,54.33,A,27.5,No,Yes,High School,Medium,8,5.1
S4644,Emma,Brown,student3644@university.com,Female,24,CS,82.7,53.05,55.35,61.17,59.3,4.62,85.24,63.95,B,26.6,Yes,Yes,Bachelor's,Medium,1,8.8
S4645,Maria,Davis,student3645@university.com,Male,18,Engineering,81.02,99.15,46.26,81.93,70.12,2.53,81.47,87.08,A,25.9,No,Yes,High School,High,7,5.3
S4646,Emma,Brown,student3646@university.com,Female,23,CS,85.25,82.86,82.34,69.22,61.08,8.17,63.7,76.98,A,25.5,No,Yes,High School,Medium,6,4.6
S4647,Ali,Smith,student3647@university.com,Female,19,Engineering,54.12,89.56,47.9,58.56,56.8,0.92,77.69,97.46,F,23.2,No,No,High School,Medium,5,8.0
S4648,Ali,Davis,student3648@university.com,Female,21,CS,67.78,45.38,66.62,,61.96,7.05,62.23,69.46,B,26.9,No,Yes,Master's,Medium,3,6.6
S4649,Ali,Williams,student3649@university.com,Male,24,Business,71.7,58.03,77.93,93.71,93.37,5.34,79.44,50.17,C,10.3,Yes,Yes,Bachelor's,Low,1,6.9
S4650,Sara,Johnson,student3650@university.com,Male,20,Business,63.03,43.46,73.27,,55.3,2.42,71.6,50.99,D,26.8,No,Yes,,High,8,7.0
S4651,Omar,Johnson,student3651@university.com,Male,22,Engineering,58.63,62.29,98.66,69.54,98.63,4.93,51.97,78.24,C,27.9,No,Yes,,Low,3,7.1
S4652,Emma,Davis,student3652@university.com,Male,24,CS,56.95,98.88,87.14,52.85,50.25,8.3,86.7,87.61,D,22.9,Yes,Yes,,Medium,7,6.3
S4653,Omar,Smith,student3653@university.com,Female,18,Mathematics,68.32,46.32,86.45,55.34,82.91,4.45,63.73,89.53,A,20.0,Yes,Yes,High School,Low,6,8.9
S4654,Sara,Johnson,student3654@university.com,Male,19,Engineering,74.67,73.74,61.34,63.8,92.83,1.22,96.01,95.58,D,10.9,Yes,Yes,None,Low,2,4.9
S4655,Sara,Smith,student3655@university.com,Male,23,CS,53.15,40.36,40.5,61.0,96.7,0.41,64.03,61.45,F,26.7,Yes,Yes,Bachelor's,Medium,2,8.8
S4656,Ahmed,Jones,student3656@university.com,Female,19,Business,,82.76,84.06,93.7,57.2,7.78,99.83,86.92,C,19.4,No,Yes,Bachelor's,Medium,3,5.5
S4657,Maria,Brown,student3657@university.com,Female,19,CS,88.26,51.83,99.98,99.32,84.91,3.3,73.15,91.35,A,20.3,Yes,Yes,None,Low,3,4.9
S4658,Maria,Williams,student3658@university.com,Male,23,Engineering,86.54,47.78,64.35,90.83,55.37,9.31,51.32,91.81,B,20.2,No,Yes,None,Medium,2,7.1
S4659,John,Brown,student3659@university.com,Female,22,Engineering,58.64,60.22,99.13,,67.63,6.17,53.81,70.58,C,26.7,No,Yes,None,Low,8,8.5
S4660,Liam,Brown,student3660@university.com,Female,23,Engineering,80.19,86.26,48.5,79.43,86.6,4.36,54.1,81.3,D,8.4,No,Yes,Master's,High,1,5.8
S4661,Sara,Jones,student3661@university.com,Female,22,Business,,46.4,57.79,88.5,67.3,5.64,52.81,77.58,F,6.5,No,Yes,High School,Medium,3,4.4
S4662,Emma,Johnson,student3662@university.com,Female,23,Engineering,99.12,53.79,50.24,97.35,65.67,4.57,63.39,79.87,A,10.6,No,Yes,High School,Low,1,6.7
S4663,Ahmed,Williams,student3663@university.com,Female,18,CS,87.38,40.51,68.51,80.07,55.8,9.06,66.23,64.1,B,17.3,No,Yes,None,Low,4,8.9
S4664,Ahmed,Johnson,student3664@university.com,Male,22,Mathematics,78.79,98.1,87.82,57.73,53.32,4.58,55.56,84.16,B,16.7,No,Yes,PhD,Low,1,5.9
S4665,Liam,Davis,student3665@university.com,Male,18,Mathematics,92.54,75.53,60.44,58.19,55.76,1.04,71.91,85.5,B,17.8,Yes,Yes,High School,Low,1,4.1
S4666,Omar,Brown,student3666@university.com,Male,24,Engineering,57.75,83.19,94.37,79.19,93.77,5.97,68.27,59.8,D,7.9,No,Yes,PhD,Medium,4,6.5
S4667,Liam,Davis,student3667@university.com,Male,22,Engineering,50.76,79.08,72.69,66.67,50.56,6.23,81.82,72.18,D,24.8,No,Yes,High School,Low,6,5.9
S4668,Liam,Smith,student3668@university.com,Male,22,CS,84.51,48.66,67.93,95.51,84.64,7.65,59.79,71.11,C,12.6,Yes,Yes,PhD,Medium,6,4.3
S4669,Liam,Brown,student3669@university.com,Male,23,Business,54.92,75.7,87.22,80.58,88.43,9.33,95.7,87.45,D,27.8,Yes,Yes,Master's,Low,4,8.4
S4670,Maria,Johnson,student3670@university.com,Male,22,CS,55.77,47.88,46.09,83.82,78.39,4.43,75.8,83.33,D,26.0,No,Yes,High School,Medium,7,7.1
S4671,Sara,Brown,student3671@university.com,Female,18,CS,87.23,64.07,86.43,50.29,86.54,3.52,81.19,73.81,B,6.6,No,Yes,,Medium,8,4.8
S4672,John,Smith,student3672@university.com,Male,24,Engineering,63.53,74.14,54.58,,82.61,4.91,51.98,82.63,D,6.3,No,Yes,Bachelor's,Medium,2,8.6
S4673,Sara,Jones,student3673@university.com,Male,23,CS,81.43,73.53,56.85,71.56,72.78,9.0,77.95,63.14,D,20.7,No,Yes,High School,High,9,6.9
S4674,Omar,Davis,student3674@university.com,Male,20,CS,95.87,47.14,75.97,85.29,69.14,9.8,68.41,61.62,A,6.9,No,Yes,,Low,5,7.4
S4675,Ali,Davis,student3675@university.com,Female,24,Engineering,65.82,42.07,94.12,69.13,97.07,9.71,96.21,62.0,C,19.3,Yes,Yes,None,Low,6,6.9
S4676,Liam,Johnson,student3676@university.com,Male,24,CS,60.86,87.89,74.7,98.83,98.6,2.3,94.28,51.47,C,7.0,Yes,Yes,Bachelor's,High,1,8.9
S4677,Sara,Brown,student3677@university.com,Male,18,CS,55.33,83.56,78.94,83.51,82.56,4.97,81.88,84.55,D,17.0,No,Yes,None,Low,4,8.5
S4678,Omar,Johnson,student3678@university.com,Female,24,CS,56.52,44.91,86.6,83.0,59.86,2.59,88.39,99.29,C,15.5,No,Yes,High School,High,7,4.1
S4679,Ali,Jones,student3679@university.com,Male,20,CS,53.11,47.64,55.56,95.97,72.39,3.68,82.23,65.45,D,19.8,Yes,Yes,Bachelor's,Low,6,4.1
S4680,Ali,Brown,student3680@university.com,Male,19,Business,54.38,93.56,89.63,99.76,74.83,0.32,50.85,96.49,F,13.9,No,Yes,,Medium,2,6.4
S4681,Liam,Brown,student3681@university.com,Female,23,Business,71.6,86.15,65.08,59.89,87.9,1.61,85.16,80.33,F,8.5,No,Yes,Bachelor's,Medium,7,5.6
S4682,John,Johnson,student3682@university.com,Male,19,Engineering,66.04,99.77,50.54,90.53,83.39,3.97,58.85,61.25,D,26.1,No,Yes,None,High,9,6.7
S4683,Emma,Johnson,student3683@university.com,Female,23,Engineering,85.33,55.24,61.01,58.12,75.74,3.65,84.13,50.59,A,12.5,No,No,Bachelor's,Medium,9,5.7
S4684,Maria,Smith,student3684@university.com,Male,24,CS,93.51,69.27,54.77,72.85,84.02,2.79,50.53,86.19,A,6.7,No,Yes,,Low,3,8.4
S4685,Sara,Jones,student3685@university.com,Male,23,CS,89.24,54.19,53.72,55.01,51.2,2.3,65.55,84.83,A,17.5,No,Yes,,Medium,6,4.8
S4686,Ali,Smith,student3686@university.com,Male,18,CS,76.53,77.37,56.95,81.17,88.83,7.49,75.85,61.46,F,26.9,No,Yes,High School,Low,1,4.3
S4687,Sara,Davis,student3687@university.com,Female,20,Engineering,55.12,46.92,50.86,73.43,60.58,2.95,66.66,66.64,D,12.0,No,Yes,High School,Low,4,5.7
S4688,Emma,Brown,student3688@university.com,Female,23,Business,85.49,47.63,80.06,81.43,82.82,7.07,84.7,94.9,A,16.3,No,Yes,Bachelor's,Low,5,4.7
S4689,Maria,Johnson,student3689@university.com,Female,20,Engineering,68.14,44.31,74.8,83.9,55.7,3.69,76.14,57.86,F,15.1,No,No,None,Low,9,7.0
S4690,Emma,Brown,student3690@university.com,Male,23,CS,54.28,81.62,78.91,80.97,55.72,8.02,97.98,91.77,C,6.2,Yes,Yes,PhD,Medium,3,6.4
S4691,Maria,Brown,student3691@university.com,Male,20,CS,92.12,69.64,60.62,,51.78,1.67,67.89,58.46,A,26.7,Yes,Yes,High School,High,9,7.5
S4692,Ahmed,Williams,student3692@university.com,Female,19,Business,66.91,77.06,86.18,91.85,95.51,1.58,86.09,74.09,F,24.0,Yes,Yes,Bachelor's,Medium,5,4.4
S4693,Maria,Davis,student3693@university.com,Female,18,CS,60.91,92.76,47.78,77.58,80.23,6.8,91.79,74.95,D,7.4,No,Yes,High School,Medium,3,7.8
S4694,Liam,Williams,student3694@university.com,Male,23,Business,93.57,84.42,74.27,74.49,68.1,9.15,62.68,73.6,A,8.3,No,Yes,PhD,Medium,2,5.4
S4695,John,Brown,student3695@university.com,Male,21,Engineering,95.11,67.7,56.53,99.35,89.39,1.43,87.71,64.4,B,5.3,No,Yes,High School,High,9,7.4
S4696,Emma,Johnson,student3696@university.com,Male,20,Business,,99.06,71.66,64.18,81.3,0.74,69.67,62.67,F,29.6,Yes,No,Master's,Low,6,5.5
S4697,Ali,Brown,student3697@university.com,Male,20,Mathematics,67.74,67.38,59.42,76.4,81.0,9.35,56.44,86.66,B,15.4,Yes,Yes,,Medium,6,8.2
S4698,Liam,Davis,student3698@university.com,Female,21,Mathematics,78.98,46.75,87.43,84.12,74.35,1.17,50.18,63.78,C,28.3,No,Yes,None,Low,2,8.2
S4699,Ahmed,Williams,student3699@university.com,Male,18,Engineering,86.67,99.56,93.48,56.26,50.4,2.5,87.19,80.5,A,15.5,No,Yes,PhD,Medium,8,5.5
S4700,John,Johnson,student3700@university.com,Male,20,Engineering,53.16,41.37,84.55,67.71,62.92,9.29,59.31,92.33,D,7.6,Yes,Yes,,Low,5,8.5
S4701,Sara,Brown,student3701@university.com,Male,18,CS,79.67,72.99,50.54,90.08,55.45,8.03,52.56,91.85,B,13.6,Yes,Yes,None,Low,10,5.6
S4702,Liam,Jones,student3702@university.com,Male,20,Mathematics,97.64,58.55,56.49,61.84,83.12,3.43,74.86,58.36,A,15.5,No,Yes,High School,Low,6,8.5
S4703,Emma,Davis,student3703@university.com,Male,24,Engineering,63.1,70.21,95.16,74.66,62.43,9.55,67.33,82.74,F,9.4,No,No,,High,9,5.0
S4704,Omar,Davis,student3704@university.com,Male,22,CS,95.44,73.52,66.23,81.53,72.51,5.68,84.59,80.11,A,6.3,No,Yes,,Low,8,5.4
S4705,Omar,Jones,student3705@university.com,Male,24,Engineering,97.51,54.41,96.47,83.56,67.67,0.72,55.37,64.1,B,12.9,No,Yes,High School,Medium,9,8.4
S4706,Ali,Brown,student3706@university.com,Female,20,CS,63.46,73.41,63.55,86.42,57.16,7.03,56.63,69.57,C,18.5,No,Yes,,High,7,4.4
S4707,Maria,Davis,student3707@university.com,Female,22,Engineering,,85.36,97.11,93.3,97.92,5.37,70.21,64.26,C,11.4,No,Yes,None,Low,1,7.5
S4708,Ali,Johnson,student3708@university.com,Female,23,Engineering,61.94,55.99,95.54,69.64,96.67,5.73,76.02,76.85,F,29.0,Yes,Yes,Bachelor's,Medium,1,7.4
S4709,Omar,Brown,student3709@university.com,Male,18,CS,86.88,63.01,79.63,85.33,54.23,9.94,91.21,90.18,A,17.0,No,Yes,High School,Low,4,8.9
S4710,Sara,Brown,student3710@university.com,Female,20,CS,89.87,56.09,40.53,86.61,91.37,1.53,79.28,93.88,A,8.3,No,Yes,High School,Medium,2,8.9
S4711,Ahmed,Williams,student3711@university.com,Male,19,Mathematics,62.36,89.23,64.02,,74.42,6.57,95.13,86.14,B,15.3,No,Yes,Bachelor's,High,9,6.4
S4712,Ahmed,Davis,student3712@university.com,Male,19,Business,85.79,83.5,94.67,98.41,88.69,4.59,60.89,74.17,A,22.7,Yes,Yes,Bachelor's,Low,4,7.3
S4713,Emma,Davis,student3713@university.com,Male,21,Business,90.61,92.27,93.11,93.26,57.56,2.72,79.81,97.9,B,17.2,No,Yes,Bachelor's,Low,5,4.8
S4714,Ahmed,Jones,student3714@university.com,Male,19,CS,67.93,50.2,51.24,,56.61,6.94,82.76,78.19,B,13.3,Yes,Yes,None,Low,2,5.1
S4715,Emma,Williams,student3715@university.com,Female,22,Business,58.39,44.41,63.95,83.75,94.54,6.68,86.29,73.93,D,7.7,No,Yes,Bachelor's,Medium,9,6.8
S4716,Liam,Williams,student3716@university.com,Male,19,Engineering,54.6,47.16,90.13,85.89,94.89,8.56,99.43,92.84,D,16.5,No,Yes,Master's,Medium,8,5.2
S4717,Emma,Davis,student3717@university.com,Male,19,CS,78.77,49.66,74.67,,73.3,8.79,73.4,59.23,F,7.4,No,Yes,None,High,7,5.1
S4718,Liam,Brown,student3718@university.com,Female,19,CS,98.9,71.98,90.84,93.19,93.51,5.62,68.47,57.89,A,14.3,No,Yes,Bachelor's,Low,7,4.1
S4719,Emma,Williams,student3719@university.com,Female,20,CS,91.15,98.25,89.59,84.51,83.37,3.26,92.61,89.13,B,7.9,No,Yes,Bachelor's,Low,8,4.4
S4720,Omar,Jones,student3720@university.com,Female,21,CS,71.79,61.43,94.45,82.91,59.25,5.3,58.84,93.53,F,21.9,Yes,Yes,Master's,Low,10,7.6
S4721,Omar,Williams,student3721@university.com,Male,18,Mathematics,76.83,97.51,47.03,61.04,66.45,3.59,51.85,53.64,B,24.3,Yes,Yes,PhD,High,10,4.1
S4722,Maria,Jones,student3722@university.com,Female,21,CS,63.98,42.29,48.71,70.39,56.8,2.77,72.18,88.2,A,11.1,No,Yes,,Low,7,8.5
S4723,Liam,Williams,student3723@university.com,Male,22,Engineering,58.15,95.61,44.97,71.7,88.7,5.52,62.36,71.22,D,6.9,No,Yes,,Low,10,4.4
S4724,John,Jones,student3724@university.com,Male,20,Engineering,74.1,50.87,96.12,86.68,99.26,6.58,69.83,85.19,F,13.7,Yes,Yes,Bachelor's,Medium,7,4.8
S4725,Liam,Williams,student3725@university.com,Female,23,CS,,94.75,68.51,80.92,77.32,5.91,99.3,56.75,F,19.0,No,Yes,None,Low,6,5.7
S4726,Emma,Williams,student3726@university.com,Female,20,Engineering,76.1,43.37,43.86,54.29,82.79,9.54,67.42,98.65,A,24.2,No,Yes,None,Low,9,7.6
S4727,Emma,Johnson,student3727@university.com,Female,24,CS,97.64,96.89,59.29,65.38,87.3,2.99,85.4,94.06,A,15.1,No,Yes,Bachelor's,Low,4,7.5
S4728,John,Jones,student3728@university.com,Male,19,Business,80.19,52.05,61.08,73.65,61.21,3.72,62.52,70.3,D,14.1,Yes,Yes,None,High,5,5.2
S4729,Ali,Jones,student3729@university.com,Male,19,CS,80.29,58.16,88.57,86.84,66.8,6.68,65.17,94.67,C,27.7,No,No,High School,Low,6,5.6
S4730,Emma,Jones,student3730@university.com,Male,22,Engineering,56.4,69.46,84.13,87.18,70.62,6.0,62.16,94.75,D,16.2,No,Yes,Bachelor's,Low,7,8.1
S4731,Maria,Smith,student3731@university.com,Male,23,Business,99.82,62.84,81.36,74.53,79.73,0.02,78.61,73.06,A,16.2,No,Yes,High School,Medium,5,6.5
S4732,Ahmed,Williams,student3732@university.com,Male,24,Business,88.64,80.05,41.31,55.85,92.52,3.12,61.31,97.34,A,15.2,Yes,Yes,Master's,Low,5,6.3
S4733,Ahmed,Jones,student3733@university.com,Male,20,Business,93.86,98.49,94.64,64.65,62.71,2.54,85.92,98.84,B,14.1,No,Yes,PhD,Medium,10,7.2
S4734,Sara,Davis,student3734@university.com,Female,23,Engineering,70.72,76.39,52.93,62.73,73.54,8.4,84.01,60.86,D,23.2,Yes,Yes,Master's,Medium,10,6.3
S4735,Sara,Smith,student3735@university.com,Male,18,CS,75.11,83.29,77.74,89.05,87.58,8.66,71.06,53.33,F,12.0,No,No,,Low,6,6.2
S4736,Ahmed,Johnson,student3736@university.com,Female,21,Engineering,76.1,45.28,43.71,59.0,54.37,2.84,51.28,66.56,B,14.5,No,Yes,PhD,Medium,10,8.0
S4737,Ahmed,Jones,student3737@university.com,Female,20,Business,59.7,77.67,44.89,73.25,75.64,1.02,51.13,74.44,F,12.1,Yes,Yes,Bachelor's,High,9,8.7
S4738,Omar,Jones,student3738@university.com,Female,23,Business,84.47,67.23,40.57,83.54,57.22,2.05,76.64,54.63,D,19.3,No,No,PhD,High,6,6.7
S4739,Maria,Smith,student3739@university.com,Female,18,CS,95.15,93.15,73.96,98.24,76.96,1.77,91.96,57.03,A,29.0,No,Yes,,High,8,5.4
S4740,John,Williams,student3740@university.com,Female,18,CS,58.19,63.29,77.76,99.96,88.39,2.37,79.94,98.58,D,14.8,No,No,PhD,High,4,8.7
S4741,Sara,Davis,student3741@university.com,Male,24,Business,54.32,80.77,43.03,97.65,61.85,2.35,71.78,86.87,D,29.2,No,Yes,High School,High,7,7.5
S4742,Omar,Johnson,student3742@university.com,Male,24,Engineering,86.91,53.69,57.43,85.91,92.47,4.8,94.11,93.75,B,21.4,No,Yes,None,Low,5,7.3
S4743,Omar,Jones,student3743@university.com,Male,21,CS,63.66,55.56,91.09,87.32,66.74,3.2,59.85,98.56,F,24.9,Yes,Yes,Bachelor's,Medium,4,7.0
S4744,John,Williams,student3744@university.com,Male,18,Engineering,81.19,62.57,46.08,87.96,59.54,5.6,67.97,68.91,D,13.3,Yes,No,Master's,Low,2,7.7
S4745,Omar,Davis,student3745@university.com,Female,22,Engineering,84.79,58.24,52.99,93.13,73.27,3.44,78.27,84.39,A,10.6,No,Yes,Master's,Medium,9,7.9
S4746,Liam,Davis,student3746@university.com,Female,18,Mathematics,66.1,55.23,65.46,97.59,93.8,8.15,64.58,59.2,B,19.4,No,Yes,Bachelor's,High,5,8.0
S4747,Maria,Johnson,student3747@university.com,Female,23,Engineering,90.76,42.98,90.54,72.29,53.45,9.51,99.89,77.58,A,29.8,No,No,,Low,6,8.9
S4748,Ahmed,Brown,student3748@university.com,Male,24,CS,77.5,90.2,55.29,70.83,66.38,4.04,72.62,60.49,A,22.8,Yes,Yes,Bachelor's,Low,1,6.1
S4749,Emma,Davis,student3749@university.com,Male,22,CS,93.45,43.86,99.83,73.02,82.66,0.49,52.59,58.02,A,22.0,No,Yes,PhD,High,4,5.2
S4750,John,Brown,student3750@university.com,Male,24,CS,,93.24,61.32,82.99,67.88,2.4,58.8,54.92,D,16.3,No,Yes,None,Medium,5,6.0
S4751,Ahmed,Davis,student3751@university.com,Male,24,Engineering,93.43,47.53,63.19,88.77,53.54,1.02,76.62,78.99,B,27.0,No,Yes,High School,Low,4,7.8
S4752,Ahmed,Johnson,student3752@university.com,Female,24,Engineering,51.01,43.92,47.33,93.53,66.6,3.45,77.5,97.49,C,22.4,No,Yes,None,Low,2,6.7
S4753,Ali,Smith,student3753@university.com,Female,18,CS,62.18,73.78,80.81,72.81,91.05,6.45,99.21,56.11,D,21.9,No,No,Master's,Medium,1,8.3
S4754,Liam,Johnson,student3754@university.com,Male,19,Engineering,54.5,70.15,54.61,68.17,98.4,5.19,80.0,75.12,D,12.3,No,Yes,None,Medium,9,5.2
S4755,John,Johnson,student3755@university.com,Male,18,Business,72.1,69.47,77.73,99.17,51.99,2.43,83.33,84.35,C,28.9,Yes,Yes,,Medium,4,7.7
S4756,Omar,Smith,student3756@university.com,Female,24,CS,,74.47,53.39,61.59,78.46,7.67,60.69,74.79,A,11.3,No,Yes,Bachelor's,Medium,8,5.2
S4757,Emma,Smith,student3757@university.com,Female,22,CS,73.38,57.22,63.27,,55.27,1.31,55.34,95.59,F,18.1,No,Yes,Master's,Low,8,8.0
S4758,John,Williams,student3758@university.com,Female,18,Mathematics,92.49,79.78,91.4,85.77,84.02,2.28,80.1,58.31,B,13.5,Yes,Yes,None,Medium,4,6.2
S4759,Omar,Davis,student3759@university.com,Female,24,CS,66.36,70.14,84.33,,50.39,6.76,93.24,51.21,C,9.5,No,Yes,PhD,High,8,8.9
S4760,Ahmed,Williams,student3760@university.com,Male,24,Business,66.98,60.08,49.28,69.97,50.74,1.97,79.37,69.16,D,8.6,No,Yes,,Medium,4,7.3
S4761,Emma,Smith,student3761@university.com,Female,18,Engineering,94.78,89.59,76.46,64.62,88.84,6.79,72.14,77.77,A,12.3,No,Yes,Bachelor's,Low,6,7.7
S4762,Omar,Brown,student3762@university.com,Female,18,Business,71.29,83.66,77.72,58.44,53.72,9.77,78.91,62.73,C,22.2,Yes,Yes,High School,Medium,5,4.2
S4763,Maria,Brown,student3763@university.com,Female,22,Business,,63.62,45.43,78.99,65.26,8.31,73.44,58.42,F,29.4,No,Yes,High School,Low,1,7.5
S4764,Omar,Johnson,student3764@university.com,Female,18,Engineering,61.83,90.86,67.95,68.68,97.9,1.6,57.09,90.24,B,26.3,Yes,Yes,High School,Medium,9,6.1
S4765,Ali,Jones,student3765@university.com,Male,21,Business,97.44,95.22,55.64,,99.26,5.2,87.06,59.43,A,10.5,No,Yes,PhD,Low,6,5.6
S4766,Liam,Johnson,student3766@university.com,Male,23,Mathematics,78.73,72.21,68.03,59.79,58.07,4.22,76.65,72.13,D,7.0,No,Yes,None,Medium,10,8.0
S4767,Ahmed,Johnson,student3767@university.com,Male,21,Engineering,,52.9,86.62,88.39,78.05,9.92,69.97,97.72,A,22.2,Yes,Yes,Master's,Medium,9,5.1
S4768,Omar,Jones,student3768@university.com,Male,22,CS,54.48,94.95,49.5,65.74,77.96,9.64,77.98,80.64,F,5.8,No,Yes,None,Medium,4,4.9
S4769,Liam,Davis,student3769@university.com,Male,19,CS,74.63,51.37,47.4,67.14,72.62,1.27,62.06,74.89,A,26.5,No,Yes,High School,High,4,5.8
S4770,Sara,Smith,student3770@university.com,Male,21,Business,95.05,42.91,56.16,62.61,96.24,9.09,71.4,68.01,B,25.6,Yes,Yes,,Low,4,7.1
S4771,Sara,Brown,student3771@university.com,Female,24,Engineering,93.85,59.65,97.14,71.72,87.7,1.93,81.12,76.02,B,24.8,No,Yes,,Low,2,5.3
S4772,Liam,Johnson,student3772@university.com,Female,23,CS,52.34,83.62,84.87,73.18,88.23,3.19,61.31,86.72,C,18.8,No,No,None,Medium,3,6.8
S4773,Liam,Jones,student3773@university.com,Female,20,CS,65.18,95.4,41.17,76.48,63.48,3.53,87.45,91.13,B,29.3,No,Yes,High School,High,5,5.9
S4774,Ali,Williams,student3774@university.com,Female,23,Engineering,72.17,78.24,64.06,98.38,71.72,2.87,76.05,82.49,A,16.5,No,Yes,Master's,High,4,6.0
S4775,Maria,Johnson,student3775@university.com,Male,21,CS,58.61,97.11,55.44,95.23,74.37,8.53,93.09,89.52,D,29.7,No,Yes,Bachelor's,Low,1,5.0
S4776,Ahmed,Brown,student3776@university.com,Female,20,Engineering,86.5,45.54,78.29,80.47,64.95,3.3,92.36,54.42,A,27.0,Yes,Yes,,Low,8,5.6
S4777,John,Smith,student3777@university.com,Male,22,Business,59.23,43.65,67.56,51.95,54.74,8.17,74.73,50.72,C,8.2,No,Yes,Bachelor's,Medium,4,5.4
S4778,Ali,Johnson,student3778@university.com,Female,23,Engineering,67.33,76.25,97.87,,56.32,9.94,59.77,86.72,C,27.4,Yes,Yes,None,Medium,4,5.2
S4779,Maria,Johnson,student3779@university.com,Female,19,CS,83.16,97.97,53.14,54.48,59.03,8.41,86.83,63.09,C,12.6,No,Yes,PhD,High,7,4.4
S4780,Liam,Davis,student3780@university.com,Female,20,CS,74.1,70.16,75.27,85.52,60.18,3.46,70.93,93.88,D,24.2,No,Yes,,Medium,6,6.2
S4781,John,Jones,student3781@university.com,Male,20,CS,86.93,43.09,82.01,69.5,62.11,7.11,79.73,76.79,A,5.0,No,No,PhD,High,2,5.2
S4782,Liam,Williams,student3782@university.com,Female,23,CS,98.06,53.27,89.53,91.88,62.77,5.34,55.36,73.93,A,11.9,Yes,Yes,Master's,Medium,4,8.8
S4783,Liam,Williams,student3783@university.com,Male,21,Engineering,55.83,54.69,64.42,,72.79,7.87,81.58,88.64,D,24.0,No,Yes,PhD,Low,2,7.0
S4784,Sara,Smith,student3784@university.com,Male,20,Engineering,85.48,60.27,81.22,70.86,75.48,1.53,68.68,87.05,B,29.3,No,Yes,Master's,High,3,6.3
S4785,Sara,Brown,student3785@university.com,Female,22,CS,61.52,42.62,58.19,73.03,65.44,6.38,66.71,85.21,B,9.3,No,Yes,High School,Low,10,5.7
S4786,John,Smith,student3786@university.com,Male,23,CS,70.72,94.29,66.13,79.51,95.36,7.74,99.0,84.5,A,16.5,Yes,Yes,,Low,6,6.3
S4787,Ali,Johnson,student3787@university.com,Male,22,CS,51.64,70.93,93.74,,77.66,7.61,71.62,75.77,C,19.7,No,Yes,Master's,High,9,5.7
S4788,Sara,Johnson,student3788@university.com,Female,23,Mathematics,,80.26,96.99,96.37,89.37,9.64,83.9,96.32,F,28.8,Yes,Yes,None,High,1,8.3
S4789,Ahmed,Williams,student3789@university.com,Female,22,Engineering,,44.03,83.13,71.65,96.21,0.58,81.39,94.53,D,16.3,No,Yes,None,Low,4,5.3
S4790,Liam,Brown,student3790@university.com,Female,21,Business,67.1,43.25,62.46,58.34,58.16,3.46,55.22,66.47,B,28.3,Yes,Yes,Master's,Low,8,5.4
S4791,Emma,Jones,student3791@university.com,Female,23,Business,94.98,75.19,89.2,88.14,71.39,4.77,87.4,90.23,B,29.5,Yes,Yes,Master's,Medium,4,7.5
S4792,Omar,Brown,student3792@university.com,Female,24,Engineering,87.09,93.24,41.55,60.96,71.66,3.1,66.16,94.56,A,28.5,No,Yes,PhD,Medium,6,8.5
S4793,John,Johnson,student3793@university.com,Female,19,Business,98.61,71.71,46.16,57.18,67.72,3.1,89.95,80.91,A,23.7,Yes,Yes,High School,Medium,1,7.4
S4794,John,Jones,student3794@university.com,Male,21,CS,79.95,92.67,79.68,78.14,50.45,1.76,80.38,77.78,A,8.2,No,Yes,,High,10,4.4
S4795,Sara,Brown,student3795@university.com,Female,22,Engineering,62.09,88.66,57.47,83.57,90.8,8.13,65.85,83.59,D,20.1,Yes,Yes,Bachelor's,High,4,8.5
S4796,Ali,Brown,student3796@university.com,Female,23,CS,66.38,44.55,97.08,,55.58,9.08,67.81,58.15,C,23.8,No,Yes,PhD,High,7,7.8
S4797,Liam,Jones,student3797@university.com,Male,21,Business,65.99,52.12,66.16,82.83,99.77,0.82,86.58,54.37,C,28.9,No,No,PhD,Low,6,5.2
S4798,Ahmed,Johnson,student3798@university.com,Female,22,CS,66.32,79.46,65.76,55.78,88.65,1.55,77.5,91.01,A,24.4,No,Yes,None,Low,9,4.3
S4799,Ali,Brown,student3799@university.com,Male,18,Business,83.65,66.61,80.68,73.8,79.0,2.28,83.42,78.67,B,18.5,No,Yes,,Medium,3,7.6
S4800,Maria,Jones,student3800@university.com,Female,18,CS,76.54,57.44,86.05,67.85,57.73,5.09,57.92,56.13,F,10.1,No,Yes,Master's,Medium,5,5.2
S4801,Maria,Davis,student3801@university.com,Female,20,Business,,65.12,68.53,98.67,75.77,7.91,89.35,70.82,A,16.4,No,Yes,Bachelor's,Low,7,6.6
S4802,Emma,Davis,student3802@university.com,Male,19,CS,,66.71,52.84,52.48,63.06,0.71,66.02,64.91,F,21.0,No,Yes,None,Low,1,4.4
S4803,Sara,Johnson,student3803@university.com,Female,18,Engineering,51.11,94.63,86.4,64.91,62.62,6.37,80.99,93.77,D,13.1,No,Yes,PhD,Low,9,6.8
S4804,Sara,Jones,student3804@university.com,Male,24,Engineering,60.94,46.21,59.22,97.09,91.48,1.49,55.73,75.36,A,16.4,No,Yes,Bachelor's,Medium,9,4.1
S4805,Sara,Davis,student3805@university.com,Female,22,CS,55.37,56.78,50.51,99.17,69.03,9.71,66.07,78.88,C,5.4,Yes,No,PhD,Low,3,6.7
S4806,Emma,Jones,student3806@university.com,Female,21,Engineering,89.27,72.25,77.9,,72.54,8.99,82.44,61.76,B,27.0,Yes,Yes,,Medium,8,8.2
S4807,Maria,Brown,student3807@university.com,Male,23,Mathematics,55.62,81.9,45.43,53.8,92.15,9.5,63.71,89.95,C,5.9,No,Yes,PhD,Medium,2,6.9
S4808,Ali,Johnson,student3808@university.com,Female,21,CS,,77.84,98.28,78.07,54.39,1.06,94.02,96.51,A,15.2,No,Yes,,Medium,4,8.4
S4809,Emma,Davis,student3809@university.com,Female,20,Mathematics,69.28,96.5,77.94,70.01,79.73,4.88,83.06,89.62,D,17.8,No,No,PhD,Medium,7,6.7
S4810,Emma,Brown,student3810@university.com,Male,21,Engineering,53.67,87.74,99.15,90.32,78.91,1.65,93.51,74.64,C,29.3,No,No,High School,Medium,9,7.4
S4811,Ali,Smith,student3811@university.com,Female,18,Business,90.64,73.42,60.33,52.75,71.26,6.0,69.77,91.75,A,28.4,Yes,Yes,None,Low,4,5.8
S4812,Sara,Smith,student3812@university.com,Male,21,CS,78.98,52.88,98.27,59.86,91.49,2.33,51.7,59.4,F,21.2,No,Yes,PhD,Medium,1,5.5
S4813,Ahmed,Johnson,student3813@university.com,Female,18,Engineering,61.79,67.05,48.73,74.46,97.14,7.71,78.81,55.67,B,19.6,No,Yes,,Low,7,5.7
S4814,Ali,Davis,student3814@university.com,Male,18,Business,94.73,81.6,42.44,57.88,73.27,6.44,66.96,71.91,A,14.2,No,Yes,,Medium,3,4.5
S4815,Maria,Davis,student3815@university.com,Female,19,Engineering,52.26,90.28,41.98,84.64,72.81,5.72,72.41,59.08,D,6.0,No,Yes,High School,Low,10,5.3
S4816,John,Davis,student3816@university.com,Male,20,Engineering,60.09,97.58,67.89,91.04,75.1,8.25,84.06,62.96,B,11.7,Yes,Yes,,Low,9,5.9
S4817,Liam,Jones,student3817@university.com,Male,24,CS,87.6,76.33,44.98,85.23,86.16,5.0,85.03,79.26,B,26.2,No,Yes,Bachelor's,Low,10,5.7
S4818,John,Brown,student3818@university.com,Female,24,CS,85.47,71.62,70.73,72.01,83.4,2.7,51.38,70.2,A,21.2,No,Yes,PhD,Low,9,6.5
S4819,Omar,Davis,student3819@university.com,Female,22,Engineering,64.46,41.06,59.65,93.92,61.14,6.21,88.47,93.29,D,25.4,Yes,Yes,,Medium,2,6.4
S4820,Omar,Brown,student3820@university.com,Male,24,Business,53.1,44.33,60.14,,53.19,9.57,74.68,61.28,F,25.9,No,No,PhD,Medium,7,7.7
S4821,Emma,Johnson,student3821@university.com,Female,18,Engineering,92.9,49.37,78.14,63.02,97.46,6.01,77.83,99.84,A,6.6,Yes,Yes,,Medium,8,6.0
S4822,Liam,Davis,student3822@university.com,Male,23,CS,,43.29,49.79,74.48,63.05,6.3,64.9,67.97,A,13.4,Yes,Yes,Bachelor's,Medium,1,7.4
S4823,John,Johnson,student3823@university.com,Female,20,Engineering,59.79,64.05,85.99,53.07,81.93,9.35,71.04,75.77,C,21.9,Yes,Yes,None,Medium,5,8.5
S4824,Ahmed,Davis,student3824@university.com,Female,22,CS,,60.21,74.92,54.78,91.42,5.15,85.52,56.62,B,26.3,No,Yes,High School,Low,8,6.3
S4825,Sara,Smith,student3825@university.com,Male,24,Engineering,95.51,78.24,94.9,69.87,65.01,9.96,88.84,78.96,B,25.0,No,Yes,High School,Low,10,6.8
S4826,Maria,Williams,student3826@university.com,Male,24,Business,52.18,72.14,61.89,97.19,81.77,1.6,69.36,98.06,D,15.6,No,Yes,Master's,Medium,2,7.4
S4827,Omar,Johnson,student3827@university.com,Female,23,Business,,75.76,98.96,95.42,55.4,5.37,84.56,87.47,F,28.3,Yes,Yes,PhD,Low,1,6.5
S4828,Ahmed,Davis,student3828@university.com,Female,21,CS,78.62,68.32,74.55,73.3,98.5,2.13,62.9,62.2,C,12.5,No,Yes,High School,Medium,10,4.8
S4829,Maria,Williams,student3829@university.com,Female,20,Business,71.27,56.66,98.4,,52.91,4.53,91.6,72.13,D,14.4,Yes,Yes,Master's,Medium,4,5.5
S4830,Maria,Johnson,student3830@university.com,Female,23,Engineering,87.2,97.17,41.62,58.91,71.91,1.71,80.49,71.27,A,9.5,No,Yes,Bachelor's,Low,1,4.1
S4831,Sara,Jones,student3831@university.com,Female,24,Business,98.29,45.18,83.68,68.88,76.84,2.23,88.76,54.9,B,10.7,No,Yes,,Medium,5,7.4
S4832,Liam,Davis,student3832@university.com,Male,20,CS,61.46,96.33,89.0,,89.52,2.11,73.86,94.29,F,5.2,No,Yes,,Low,8,5.4
S4833,Emma,Jones,student3833@university.com,Female,20,Engineering,57.18,58.67,43.19,54.15,56.06,3.2,61.46,69.07,D,12.7,No,Yes,Master's,Medium,8,8.1
S4834,John,Smith,student3834@university.com,Female,24,CS,95.64,70.76,74.74,83.69,72.04,1.35,71.46,74.71,A,12.7,Yes,Yes,PhD,Low,9,7.3
S4835,Sara,Davis,student3835@university.com,Male,21,Engineering,83.45,46.53,88.12,79.07,64.99,8.09,69.07,64.56,B,6.7,No,Yes,Bachelor's,Low,5,7.7
S4836,Ahmed,Smith,student3836@university.com,Male,21,CS,,44.26,73.66,64.56,65.6,2.21,66.64,57.62,D,13.5,No,Yes,Bachelor's,High,8,8.4
S4837,Emma,Williams,student3837@university.com,Male,24,CS,,65.77,43.83,88.95,88.94,4.17,60.61,95.11,B,12.5,No,Yes,Bachelor's,Medium,10,6.1
S4838,Ahmed,Johnson,student3838@university.com,Female,20,CS,87.28,84.5,81.61,88.8,50.27,0.16,87.96,51.87,A,25.0,Yes,Yes,Master's,Low,5,4.9
S4839,Emma,Brown,student3839@university.com,Male,23,CS,88.65,56.16,43.64,74.55,87.45,1.05,54.32,69.99,B,8.9,Yes,Yes,PhD,Medium,7,8.7
S4840,Liam,Smith,student3840@university.com,Male,19,CS,95.99,73.74,89.05,54.83,90.52,8.96,94.38,86.53,A,23.1,No,Yes,High School,Low,8,9.0
S4841,Omar,Brown,student3841@university.com,Male,18,Engineering,71.34,56.72,42.58,95.92,95.07,8.37,58.75,65.44,A,8.2,Yes,Yes,PhD,Low,8,5.1
S4842,Ahmed,Brown,student3842@university.com,Male,21,CS,64.67,63.32,48.24,83.43,81.34,8.41,98.99,72.3,A,17.4,No,Yes,Master's,High,2,7.7
S4843,Sara,Johnson,student3843@university.com,Female,24,Engineering,81.98,94.39,56.51,62.35,66.67,4.11,99.42,78.22,D,23.4,Yes,Yes,Bachelor's,Medium,1,4.4
S4844,Emma,Williams,student3844@university.com,Female,19,CS,70.79,91.35,78.0,80.52,71.36,1.42,69.92,99.75,C,20.2,No,Yes,None,Low,8,4.1
S4845,Emma,Johnson,student3845@university.com,Female,21,Mathematics,79.73,70.96,98.58,70.25,98.49,1.08,99.39,87.92,F,21.1,No,Yes,High School,High,9,7.4
S4846,Maria,Davis,student3846@university.com,Male,20,Mathematics,71.0,54.29,47.07,81.77,94.06,6.06,93.45,98.36,D,10.2,Yes,Yes,PhD,Low,7,5.3
S4847,Maria,Smith,student3847@university.com,Male,24,CS,57.65,51.59,48.56,73.69,73.18,8.28,54.12,84.66,C,25.7,No,Yes,,Low,8,8.3
S4848,Ali,Brown,student3848@university.com,Male,19,Engineering,73.47,97.25,62.13,74.27,97.15,9.0,97.37,63.45,A,28.8,No,Yes,,Low,9,6.6
S4849,Ahmed,Johnson,student3849@university.com,Male,24,CS,84.55,52.16,90.17,86.79,91.15,2.89,52.13,64.37,A,8.9,Yes,No,,Low,10,7.9
S4850,Maria,Johnson,student3850@university.com,Male,23,Mathematics,89.96,88.49,68.03,,95.05,3.21,59.1,91.12,A,27.2,No,Yes,None,Low,10,4.5
S4851,Ali,Johnson,student3851@university.com,Male,23,Engineering,74.67,62.14,59.3,54.0,84.15,1.01,79.23,71.39,A,14.9,No,Yes,,Medium,10,8.4
S4852,Omar,Smith,student3852@university.com,Female,22,CS,58.26,99.14,73.67,53.27,92.88,7.74,54.04,68.51,F,22.5,Yes,Yes,PhD,Medium,4,4.9
S4853,Omar,Williams,student3853@university.com,Female,18,CS,70.73,62.09,55.63,65.25,94.59,2.76,58.09,97.25,F,17.7,No,Yes,Bachelor's,Medium,3,6.8
S4854,Maria,Johnson,student3854@university.com,Male,18,CS,89.31,61.09,64.07,71.51,54.6,4.81,97.67,50.66,B,24.8,No,Yes,High School,Medium,4,7.0
S4855,Ahmed,Smith,student3855@university.com,Female,21,CS,70.64,78.25,59.96,63.76,98.26,9.29,99.73,76.25,D,6.1,Yes,Yes,,Medium,10,4.3
S4856,Emma,Brown,student3856@university.com,Male,18,Engineering,84.83,97.69,88.25,,66.68,7.52,89.91,88.75,F,13.1,Yes,Yes,Master's,Medium,3,8.9
S4857,John,Davis,student3857@university.com,Male,24,Engineering,75.36,98.57,95.46,59.76,71.99,0.53,75.76,86.81,F,6.2,No,Yes,Bachelor's,High,2,5.5
S4858,Liam,Jones,student3858@university.com,Female,24,CS,62.06,82.43,85.57,,89.6,0.08,95.02,68.38,B,28.5,No,Yes,,Low,1,7.6
S4859,Ahmed,Smith,student3859@university.com,Male,22,CS,89.81,85.28,66.35,88.66,83.24,7.87,55.59,76.78,A,9.3,No,Yes,PhD,High,4,7.2
S4860,Liam,Jones,student3860@university.com,Female,23,CS,54.21,73.8,70.26,56.22,94.65,5.53,97.14,50.28,D,15.6,No,No,,Low,5,4.2
S4861,Sara,Johnson,student3861@university.com,Male,19,CS,76.24,85.35,47.5,82.54,70.03,7.2,67.58,76.74,C,21.0,Yes,Yes,None,Low,8,8.3
S4862,Omar,Johnson,student3862@university.com,Male,19,Business,60.44,91.59,84.81,98.07,68.66,1.57,93.07,79.52,F,16.5,No,Yes,None,Low,7,5.5
S4863,Maria,Smith,student3863@university.com,Female,23,CS,,69.17,75.79,59.64,51.58,8.72,83.42,93.74,F,18.4,Yes,Yes,None,Medium,6,5.2
S4864,Maria,Jones,student3864@university.com,Male,20,Engineering,75.15,77.19,94.15,95.47,73.14,7.73,98.01,60.54,D,10.1,Yes,Yes,PhD,High,6,4.3
S4865,Liam,Johnson,student3865@university.com,Male,23,CS,74.98,72.24,52.04,80.3,86.2,8.91,93.23,91.26,C,6.7,No,Yes,,Low,5,5.3
S4866,Emma,Brown,student3866@university.com,Male,19,CS,85.35,73.75,85.58,79.55,65.06,3.41,94.39,85.9,A,11.4,No,Yes,Bachelor's,Medium,4,7.1
S4867,Liam,Williams,student3867@university.com,Female,21,Engineering,87.24,93.4,81.08,52.6,73.14,2.76,81.59,83.3,A,12.9,Yes,Yes,PhD,Low,8,5.0
S4868,Sara,Williams,student3868@university.com,Male,22,Engineering,86.39,61.34,55.95,87.42,60.97,1.52,91.66,69.72,A,15.4,Yes,Yes,Bachelor's,Medium,8,6.3
S4869,Emma,Johnson,student3869@university.com,Male,23,Engineering,70.48,52.49,80.04,73.91,88.64,9.3,87.86,68.37,F,12.4,Yes,Yes,High School,Medium,10,8.0
S4870,Sara,Jones,student3870@university.com,Male,20,Engineering,81.58,67.38,95.46,86.06,53.03,1.77,58.08,85.16,B,5.9,Yes,Yes,,Medium,3,8.8
S4871,John,Davis,student3871@university.com,Female,21,Engineering,78.85,52.49,95.11,90.46,85.27,1.19,82.43,99.51,B,7.4,No,Yes,,High,8,7.5
S4872,Omar,Johnson,student3872@university.com,Female,23,CS,71.08,69.9,83.18,76.19,68.95,1.93,57.41,70.27,D,21.8,Yes,No,PhD,Low,5,5.0
S4873,Maria,Davis,student3873@university.com,Female,21,Engineering,,94.21,42.88,63.18,52.08,7.71,93.47,95.93,C,6.6,No,Yes,Bachelor's,High,1,5.9
S4874,Maria,Davis,student3874@university.com,Female,23,Engineering,97.36,77.05,92.34,57.08,92.67,8.9,53.3,79.33,B,6.2,No,Yes,,Medium,8,6.8
S4875,John,Jones,student3875@university.com,Female,21,CS,59.64,91.33,79.47,58.03,74.39,8.11,99.35,93.41,F,25.3,No,Yes,Bachelor's,High,7,8.4
S4876,Ali,Davis,student3876@university.com,Male,24,Engineering,,49.97,58.63,93.35,79.97,5.63,70.03,60.86,D,6.0,No,Yes,Master's,Low,7,6.7
S4877,Omar,Brown,student3877@university.com,Female,18,CS,52.67,94.05,51.24,,86.6,9.94,58.53,88.11,D,6.7,No,Yes,High School,High,5,6.5
S4878,Emma,Jones,student3878@university.com,Female,21,CS,65.42,76.11,46.97,69.23,82.75,0.69,96.78,91.75,D,18.7,No,Yes,Master's,Low,5,5.3
S4879,John,Johnson,student3879@university.com,Male,24,Engineering,,41.91,43.01,66.71,86.54,8.67,52.27,91.61,A,16.1,No,Yes,Bachelor's,Medium,7,6.5
S4880,Emma,Brown,student3880@university.com,Female,18,Business,81.32,77.99,85.25,93.27,88.11,4.28,73.51,89.24,F,29.1,No,Yes,PhD,High,9,5.6
S4881,Liam,Smith,student3881@university.com,Male,19,Business,56.56,97.08,54.15,73.88,79.46,4.55,88.51,65.21,F,28.4,Yes,No,Bachelor's,High,10,6.8
S4882,Ahmed,Williams,student3882@university.com,Female,18,CS,,44.75,41.46,,68.28,1.28,65.84,76.1,B,21.5,Yes,No,PhD,Medium,1,8.0
S4883,Maria,Johnson,student3883@university.com,Male,21,Engineering,91.43,74.95,63.84,86.85,62.16,0.33,76.44,64.99,A,6.8,Yes,Yes,None,Low,8,8.7
S4884,Emma,Johnson,student3884@university.com,Male,22,Engineering,,94.93,68.96,92.55,95.15,3.17,85.02,67.15,C,17.6,Yes,Yes,,Medium,10,8.0
S4885,Sara,Johnson,student3885@university.com,Female,22,CS,72.92,40.58,50.15,54.93,98.5,1.75,97.6,65.06,A,6.1,No,Yes,Bachelor's,Medium,9,8.1
S4886,Emma,Brown,student3886@university.com,Female,19,Business,96.65,77.85,42.64,62.66,67.88,4.83,55.14,64.21,B,27.7,No,Yes,,Medium,7,5.8
S4887,Ahmed,Smith,student3887@university.com,Male,21,Business,91.54,68.49,51.35,56.77,55.62,1.47,57.86,84.67,A,21.5,Yes,Yes,Bachelor's,High,2,7.5
S4888,Omar,Jones,student3888@university.com,Male,18,Mathematics,74.97,60.82,80.75,73.18,61.13,1.38,75.44,82.51,D,19.3,No,Yes,,Low,5,5.9
S4889,Maria,Smith,student3889@university.com,Male,22,CS,85.09,77.65,44.93,,83.53,8.77,70.92,60.21,A,15.7,No,Yes,High School,Medium,4,4.1
S4890,Liam,Brown,student3890@university.com,Male,23,CS,78.35,43.16,73.3,58.45,58.65,9.21,70.54,84.58,D,17.7,Yes,Yes,Master's,Medium,7,8.4
S4891,John,Johnson,student3891@university.com,Male,20,Business,79.4,85.18,48.78,56.51,89.01,9.64,64.85,64.55,B,15.0,Yes,Yes,None,Low,3,4.3
S4892,Liam,Williams,student3892@university.com,Male,21,Engineering,66.55,40.27,51.74,80.73,96.15,6.81,78.03,60.09,B,7.5,Yes,Yes,,Low,8,4.6
S4893,Ahmed,Johnson,student3893@university.com,Male,24,Business,73.1,58.42,63.58,61.52,98.18,7.71,94.16,87.36,A,21.5,No,Yes,Master's,Medium,5,4.1
S4894,Maria,Jones,student3894@university.com,Female,24,CS,,70.24,46.05,73.97,50.47,8.36,58.05,68.14,D,29.9,No,Yes,PhD,Low,6,4.3
S4895,Emma,Davis,student3895@university.com,Male,23,Engineering,67.87,62.62,50.39,52.56,97.91,6.59,60.76,78.47,B,7.8,No,Yes,Master's,Medium,4,4.3
S4896,Omar,Williams,student3896@university.com,Female,23,Engineering,84.79,58.45,60.94,84.03,87.01,3.3,83.54,60.01,C,29.9,No,Yes,Master's,High,7,7.4
S4897,Ali,Johnson,student3897@university.com,Female,21,CS,,89.85,59.78,77.07,54.2,1.56,52.81,80.68,A,27.5,No,Yes,High School,Low,9,8.3
S4898,Omar,Williams,student3898@university.com,Male,20,Engineering,98.15,96.09,84.96,82.37,70.76,2.37,83.69,60.4,B,27.4,Yes,Yes,Bachelor's,Medium,4,8.0
S4899,Ali,Davis,student3899@university.com,Male,22,Engineering,77.79,92.42,44.49,63.77,85.0,8.4,65.72,58.34,A,25.8,Yes,Yes,High School,Medium,6,7.1
S4900,Sara,Smith,student3900@university.com,Female,20,CS,80.33,71.35,91.63,63.93,97.83,6.96,67.89,69.33,A,28.1,No,Yes,,Medium,6,7.9
S4901,Omar,Brown,student3901@university.com,Male,19,CS,59.29,93.05,88.97,90.07,58.21,4.56,70.28,89.5,F,11.2,No,Yes,Master's,Medium,1,6.3
S4902,Maria,Johnson,student3902@university.com,Male,18,Engineering,84.77,95.25,85.96,,56.39,0.29,67.48,58.83,B,15.9,No,Yes,High School,High,9,8.5
S4903,Ali,Jones,student3903@university.com,Female,18,Engineering,53.53,64.55,58.56,78.99,73.62,2.66,92.06,55.85,F,17.0,Yes,Yes,None,High,2,6.3
S4904,John,Smith,student3904@university.com,Female,23,Business,64.23,57.01,89.37,81.41,98.4,7.29,97.3,51.58,B,6.7,No,Yes,Master's,Medium,10,4.1
S4905,Maria,Johnson,student3905@university.com,Female,22,CS,83.42,45.9,50.97,54.7,98.57,5.12,77.4,70.8,B,29.5,No,Yes,,Medium,1,7.5
S4906,John,Smith,student3906@university.com,Male,20,CS,65.52,68.75,47.46,,61.4,4.36,79.09,64.1,D,22.2,Yes,Yes,PhD,Medium,5,8.2
S4907,Omar,Jones,student3907@university.com,Male,23,Mathematics,52.49,96.78,42.7,88.5,65.97,3.14,53.52,64.61,F,16.3,No,Yes,Bachelor's,Medium,2,5.1
S4908,John,Johnson,student3908@university.com,Female,21,Mathematics,91.59,73.65,96.36,79.52,95.4,6.07,85.66,99.1,B,29.8,No,No,,Low,10,5.6
S4909,Ali,Davis,student3909@university.com,Male,23,CS,65.52,80.05,58.48,95.93,86.74,9.66,79.2,59.71,F,11.8,No,Yes,Master's,Low,5,7.5
S4910,Maria,Davis,student3910@university.com,Female,21,Business,53.16,46.77,95.06,58.43,98.62,9.01,52.52,72.92,D,13.4,No,Yes,,Low,1,6.9
S4911,Emma,Jones,student3911@university.com,Male,21,CS,53.74,48.61,56.36,84.33,94.66,0.3,59.92,99.32,C,9.8,Yes,Yes,None,Medium,7,8.4
S4912,Ahmed,Williams,student3912@university.com,Female,19,CS,62.59,67.87,94.45,98.15,60.75,4.81,60.1,51.53,C,9.7,No,Yes,PhD,Low,4,6.4
S4913,Ali,Jones,student3913@university.com,Male,19,CS,58.9,97.08,94.24,65.5,87.99,3.29,58.55,84.83,D,9.7,No,Yes,,Medium,8,7.4
S4914,Ali,Williams,student3914@university.com,Female,21,CS,88.72,61.65,95.42,50.76,52.43,5.11,82.93,68.55,A,20.3,No,Yes,High School,Low,8,5.4
S4915,Emma,Johnson,student3915@university.com,Male,22,Business,66.08,92.65,69.77,86.74,90.89,6.06,96.42,95.3,F,12.4,Yes,Yes,None,Medium,7,8.6
S4916,Maria,Williams,student3916@university.com,Male,19,Business,90.23,47.22,91.96,50.35,80.08,2.0,88.15,95.6,A,28.8,No,Yes,PhD,Medium,1,5.8
S4917,Maria,Johnson,student3917@university.com,Female,19,Mathematics,58.69,77.02,97.05,93.63,97.81,7.82,73.87,69.36,F,25.4,No,No,,Medium,3,6.7
S4918,Liam,Johnson,student3918@university.com,Male,18,Business,74.64,76.04,59.48,52.82,98.0,4.75,70.2,61.07,A,9.0,Yes,Yes,None,Medium,6,7.1
S4919,Omar,Brown,student3919@university.com,Male,23,Engineering,84.4,91.59,65.13,82.64,52.54,9.92,69.32,71.4,F,25.8,No,Yes,,High,6,5.3
S4920,John,Johnson,student3920@university.com,Female,18,Engineering,82.6,40.2,83.15,68.86,58.03,0.25,80.06,98.27,B,13.6,Yes,Yes,,High,6,5.6
S4921,Omar,Williams,student3921@university.com,Male,22,Mathematics,80.06,51.4,58.02,60.17,74.21,1.9,67.96,64.07,B,10.7,Yes,Yes,PhD,Medium,2,6.5
S4922,Emma,Brown,student3922@university.com,Male,19,Business,,53.18,85.23,,93.97,6.9,61.31,99.07,A,24.6,No,Yes,Master's,Low,8,5.4
S4923,Omar,Brown,student3923@university.com,Male,24,Business,61.43,97.0,44.43,87.31,90.72,6.95,80.14,90.97,D,26.4,No,Yes,PhD,Low,3,4.7
S4924,Emma,Johnson,student3924@university.com,Female,19,Mathematics,74.69,49.22,71.41,67.02,98.22,5.82,69.54,63.37,C,29.0,No,Yes,,Low,5,8.2
S4925,Maria,Jones,student3925@university.com,Female,20,CS,94.2,42.22,47.34,64.21,80.9,9.72,50.71,89.55,A,15.5,No,Yes,None,Medium,9,5.6
S4926,John,Jones,student3926@university.com,Female,22,Business,53.89,72.07,57.6,86.8,62.83,4.15,51.11,52.49,C,19.1,Yes,Yes,Bachelor's,Medium,7,6.1
S4927,Omar,Davis,student3927@university.com,Female,24,Business,52.79,71.71,55.52,91.83,51.26,4.17,63.71,77.4,C,20.4,Yes,No,High School,Medium,9,6.7
S4928,Ali,Brown,student3928@university.com,Female,23,Mathematics,61.67,90.64,90.34,85.79,61.15,9.1,75.62,67.87,D,20.7,Yes,Yes,Master's,Low,4,8.2
S4929,Sara,Johnson,student3929@university.com,Male,23,CS,,96.93,51.61,82.0,83.76,5.38,67.71,71.35,F,15.1,No,Yes,PhD,Low,1,4.7
S4930,Liam,Jones,student3930@university.com,Male,24,Engineering,62.99,72.31,88.51,61.4,96.31,3.54,51.2,73.64,A,8.8,Yes,Yes,PhD,Medium,10,7.1
S4931,Ahmed,Johnson,student3931@university.com,Female,23,Engineering,59.51,95.8,87.64,92.64,66.05,7.19,61.16,75.14,D,6.8,No,Yes,,Low,3,5.8
S4932,Ali,Johnson,student3932@university.com,Male,24,CS,72.94,83.51,69.93,87.48,93.79,6.2,54.82,82.82,C,27.6,Yes,No,PhD,Low,5,8.3
S4933,Maria,Brown,student3933@university.com,Male,22,Engineering,80.68,55.87,54.03,75.86,69.74,3.06,97.43,84.84,A,14.2,Yes,Yes,PhD,Low,10,7.3
S4934,Ahmed,Davis,student3934@university.com,Male,24,CS,62.43,95.71,53.61,75.58,65.41,2.98,65.64,98.79,B,9.5,No,Yes,,Medium,1,4.7
S4935,Sara,Brown,student3935@university.com,Male,24,CS,,80.05,67.9,78.46,75.44,3.96,50.74,88.14,F,29.6,No,Yes,,Medium,7,5.5
S4936,Sara,Smith,student3936@university.com,Female,20,Engineering,80.68,64.85,40.53,91.41,72.11,0.72,83.03,84.39,C,25.1,No,Yes,Master's,Low,1,4.2
S4937,John,Jones,student3937@university.com,Female,20,Engineering,97.29,80.81,71.88,87.11,95.69,9.43,61.62,69.62,B,29.5,No,Yes,High School,Low,8,7.9
S4938,Ahmed,Jones,student3938@university.com,Male,18,Engineering,,64.08,97.17,92.81,73.41,1.83,78.34,55.89,A,12.0,No,Yes,Bachelor's,Medium,7,6.1
S4939,John,Jones,student3939@university.com,Male,22,Engineering,89.15,46.85,49.28,75.36,63.87,1.94,57.54,52.94,B,16.6,Yes,Yes,None,High,2,4.2
S4940,Ali,Williams,student3940@university.com,Female,22,CS,,83.14,74.4,81.23,92.13,6.47,99.2,73.88,C,25.2,No,Yes,Bachelor's,High,7,4.1
S4941,Emma,Johnson,student3941@university.com,Male,20,CS,63.61,89.45,97.71,92.73,99.94,7.24,98.51,83.41,A,18.8,No,Yes,,Low,6,8.8
S4942,Emma,Brown,student3942@university.com,Male,21,CS,72.71,83.73,91.63,61.62,82.41,7.37,82.8,82.51,A,13.9,Yes,Yes,Master's,Low,7,8.3
S4943,Emma,Jones,student3943@university.com,Male,21,CS,90.36,53.75,91.02,72.2,62.52,3.75,85.36,97.64,A,9.0,No,Yes,Master's,Medium,1,5.7
S4944,Ahmed,Smith,student3944@university.com,Female,18,Engineering,72.81,97.4,89.31,81.03,61.94,8.73,71.29,69.12,D,19.0,No,Yes,,Medium,7,6.6
S4945,Emma,Jones,student3945@university.com,Female,21,Business,92.34,41.52,58.54,,52.89,5.44,98.11,81.39,A,20.0,No,Yes,None,Low,9,6.9
S4946,Ali,Davis,student3946@university.com,Male,21,CS,99.44,59.96,93.44,50.79,53.86,4.39,71.19,94.39,A,23.0,No,No,Master's,Medium,8,6.6
S4947,John,Johnson,student3947@university.com,Male,21,CS,53.6,55.61,96.48,60.63,95.75,8.1,61.97,70.2,F,24.8,Yes,Yes,Master's,Low,7,5.5
S4948,Ahmed,Johnson,student3948@university.com,Male,19,Business,,42.89,69.75,,54.82,2.44,55.77,73.89,B,8.0,No,Yes,Bachelor's,Low,2,6.0
S4949,John,Brown,student3949@university.com,Male,18,CS,57.48,64.34,61.27,66.33,74.22,8.6,60.41,96.15,F,20.7,No,No,Bachelor's,Medium,7,4.9
S4950,Ahmed,Williams,student3950@university.com,Male,20,Mathematics,,77.39,64.85,64.09,84.91,5.39,78.61,77.51,A,24.5,Yes,Yes,None,Medium,2,4.2
S4951,John,Brown,student3951@university.com,Male,21,Business,56.55,92.95,60.05,79.51,92.52,9.0,62.25,89.98,D,14.7,No,Yes,None,Medium,4,4.8
S4952,Sara,Jones,student3952@university.com,Female,23,CS,93.53,99.38,52.75,94.28,58.56,2.02,82.71,96.78,A,11.9,No,Yes,Bachelor's,High,1,4.1
S4953,John,Davis,student3953@university.com,Female,24,CS,51.16,88.49,77.11,81.85,71.89,9.36,69.11,78.55,F,17.0,No,Yes,None,Low,3,6.2
S4954,Emma,Smith,student3954@university.com,Male,19,Engineering,65.79,68.12,73.76,62.08,62.57,6.88,94.34,55.46,A,12.8,Yes,Yes,High School,Medium,5,7.3
S4955,Sara,Brown,student3955@university.com,Female,21,CS,59.23,83.42,67.76,93.19,62.79,6.18,77.92,91.08,F,17.7,Yes,Yes,Bachelor's,Low,6,4.9
S4956,John,Williams,student3956@university.com,Male,24,CS,96.58,90.62,45.75,81.6,65.19,4.22,81.13,90.89,A,12.7,No,Yes,PhD,Low,3,6.7
S4957,Ahmed,Brown,student3957@university.com,Male,24,CS,83.47,67.92,87.81,60.95,79.36,9.56,77.83,55.75,B,15.6,No,Yes,None,Medium,3,5.6
S4958,Ahmed,Johnson,student3958@university.com,Female,19,Business,95.6,87.1,50.5,68.08,50.83,4.44,94.28,77.41,B,27.9,Yes,Yes,Bachelor's,Low,10,4.6
S4959,Liam,Jones,student3959@university.com,Female,18,Engineering,98.62,68.96,46.87,89.5,70.44,4.99,53.17,74.35,A,27.9,No,Yes,PhD,Medium,6,4.6
S4960,Ahmed,Jones,student3960@university.com,Male,23,CS,74.85,63.19,77.38,86.95,59.34,7.81,53.37,92.36,A,29.8,Yes,Yes,High School,Low,9,7.1
S4961,Maria,Jones,student3961@university.com,Male,23,Engineering,61.72,71.57,63.92,78.83,98.36,2.85,85.09,63.73,D,17.2,No,Yes,High School,Medium,2,4.6
S4962,Ali,Jones,student3962@university.com,Female,23,Engineering,59.69,80.55,43.59,57.24,79.14,2.91,88.4,71.31,D,9.2,No,Yes,Master's,Low,2,6.8
S4963,Ahmed,Jones,student3963@university.com,Female,21,Engineering,61.15,83.61,61.33,90.16,93.4,7.75,71.68,80.24,F,27.2,No,Yes,PhD,Low,7,5.0
S4964,Sara,Jones,student3964@university.com,Male,19,CS,85.43,61.4,86.31,65.38,59.78,1.29,67.62,75.86,A,19.9,No,Yes,PhD,Medium,4,8.3
S4965,Liam,Smith,student3965@university.com,Male,23,Engineering,52.02,74.28,76.91,88.58,90.5,8.23,63.9,97.75,F,23.7,No,Yes,PhD,Low,1,4.2
S4966,Ahmed,Williams,student3966@university.com,Male,24,Mathematics,52.57,94.59,61.77,82.38,70.74,6.25,61.72,98.03,C,9.1,No,Yes,,Medium,6,5.9
S4967,Maria,Jones,student3967@university.com,Female,24,CS,80.41,98.58,51.51,63.21,58.88,5.39,95.6,54.08,B,13.0,Yes,Yes,,Low,9,7.8
S4968,Emma,Williams,student3968@university.com,Male,22,CS,82.1,53.63,77.91,60.62,88.06,2.29,64.76,64.89,A,11.9,No,Yes,High School,Low,10,7.7
S4969,Sara,Davis,student3969@university.com,Female,22,CS,83.26,51.57,93.25,56.55,88.1,7.86,82.4,50.38,F,19.0,Yes,Yes,Bachelor's,Medium,6,4.7
S4970,Maria,Jones,student3970@university.com,Male,19,CS,68.59,80.6,78.78,62.1,99.79,8.05,89.35,70.89,B,29.9,No,Yes,PhD,Medium,6,5.0
S4971,Emma,Brown,student3971@university.com,Female,21,CS,,64.88,88.77,57.89,89.05,4.83,51.1,83.11,B,20.3,No,Yes,,High,4,6.7
S4972,Omar,Jones,student3972@university.com,Female,21,Business,76.68,41.45,71.29,80.85,57.26,3.89,51.69,73.56,F,19.3,Yes,Yes,Master's,Medium,1,7.4
S4973,Omar,Johnson,student3973@university.com,Female,18,Mathematics,55.27,60.81,83.08,79.94,66.13,2.46,66.66,53.36,F,24.0,No,Yes,Master's,Low,7,7.8
S4974,Sara,Smith,student3974@university.com,Female,18,CS,,88.4,93.77,,72.59,7.54,84.8,59.8,F,13.2,Yes,Yes,PhD,Low,4,7.1
S4975,John,Brown,student3975@university.com,Male,23,Engineering,97.65,87.85,86.39,82.09,56.33,6.39,63.04,58.66,B,11.3,No,Yes,,Low,9,7.9
S4976,Ali,Brown,student3976@university.com,Female,20,Engineering,53.0,69.68,94.59,90.74,89.4,2.07,50.07,75.56,D,26.0,No,No,Master's,Low,4,6.2
S4977,Liam,Johnson,student3977@university.com,Female,24,Engineering,69.57,68.35,65.87,95.68,76.33,7.94,64.41,83.88,D,29.0,No,Yes,PhD,Medium,9,6.8
S4978,Ali,Jones,student3978@university.com,Female,18,Engineering,74.38,74.77,94.25,61.52,97.22,8.82,54.51,65.82,B,15.5,No,Yes,Bachelor's,Low,1,6.2
S4979,Maria,Smith,student3979@university.com,Male,21,CS,57.32,53.16,77.29,,79.47,0.59,60.97,56.52,F,6.0,No,No,Master's,Medium,10,7.8
S4980,Emma,Brown,student3980@university.com,Male,24,Engineering,93.39,71.56,92.2,53.92,76.14,7.72,66.66,89.93,B,9.5,No,Yes,None,Low,4,4.9
S4981,Ali,Smith,student3981@university.com,Male,20,Engineering,,40.66,42.36,56.01,53.57,8.53,56.4,92.92,F,26.4,No,No,Bachelor's,High,2,5.3
S4982,Emma,Brown,student3982@university.com,Male,18,Business,89.15,68.53,79.47,82.72,57.47,9.92,85.32,63.82,A,8.0,No,Yes,PhD,Medium,6,8.2
S4983,Emma,Jones,student3983@university.com,Male,19,Business,83.55,60.16,90.88,74.33,92.48,2.38,62.8,71.04,D,24.1,Yes,Yes,Master's,High,9,7.6
S4984,Maria,Davis,student3984@university.com,Male,22,CS,79.9,80.49,50.45,,99.53,3.71,83.05,54.1,F,20.5,No,Yes,Master's,High,2,7.7
S4985,Maria,Brown,student3985@university.com,Female,18,CS,59.61,78.3,79.71,71.28,70.76,9.66,79.95,61.38,C,23.2,Yes,Yes,,Medium,2,4.5
S4986,Maria,Davis,student3986@university.com,Female,18,Mathematics,61.04,62.85,89.5,56.38,90.5,0.94,94.9,88.35,C,11.4,No,Yes,PhD,Low,1,6.4
S4987,Ali,Brown,student3987@university.com,Female,19,Engineering,,40.44,57.28,93.6,81.38,5.24,54.4,68.26,A,5.5,No,Yes,,Low,9,6.8
S4988,Omar,Williams,student3988@university.com,Male,21,Business,62.04,55.14,64.31,54.14,97.95,5.07,60.73,80.23,B,6.0,Yes,Yes,PhD,Low,1,7.9
S4989,Maria,Jones,student3989@university.com,Female,23,CS,67.27,78.0,74.17,59.45,61.91,6.07,93.26,97.31,C,23.1,Yes,Yes,Master's,Medium,2,6.1
S4990,Liam,Johnson,student3990@university.com,Female,19,Engineering,,44.34,71.15,63.85,77.24,3.31,91.11,86.18,F,20.3,Yes,Yes,Master's,Medium,5,6.7
S4991,Ali,Davis,student3991@university.com,Male,23,Engineering,68.32,46.46,42.35,99.76,70.44,9.26,59.61,72.67,C,26.0,No,Yes,None,Medium,7,5.2
S4992,Maria,Johnson,student3992@university.com,Female,18,Business,87.73,78.82,45.92,70.84,77.09,2.7,55.39,68.34,B,15.0,No,Yes,Bachelor's,Low,9,8.2
S4993,Ahmed,Jones,student3993@university.com,Male,21,CS,,85.35,46.03,75.09,63.44,6.5,92.81,59.53,F,18.9,Yes,Yes,PhD,Medium,1,8.6
S4994,Emma,Johnson,student3994@university.com,Female,20,CS,89.24,59.29,55.74,88.48,74.89,4.96,58.91,87.81,A,24.6,No,Yes,PhD,Low,8,6.3
S4995,Liam,Jones,student3995@university.com,Male,18,Engineering,98.81,69.38,54.75,81.82,81.24,2.67,93.56,55.62,A,17.4,No,Yes,PhD,High,1,6.2
S4996,Maria,Johnson,student3996@university.com,Male,19,Business,61.99,96.74,84.53,92.07,54.06,1.89,98.06,53.07,A,29.8,No,Yes,High School,Low,9,5.6
S4997,Sara,Davis,student3997@university.com,Male,20,Mathematics,,96.73,74.36,74.32,87.15,9.57,61.04,55.24,A,23.6,No,Yes,None,Low,10,5.3
S4998,Emma,Williams,student3998@university.com,Female,22,Mathematics,81.09,58.45,85.84,98.61,85.33,5.61,92.02,62.15,F,22.1,Yes,Yes,Bachelor's,Medium,2,6.8
S4999,Emma,Johnson,student3999@university.com,Female,20,Mathematics,90.86,88.6,44.19,89.84,94.02,6.04,71.19,81.36,A,25.0,No,No,PhD,Medium,3,4.8
S5000,Maria,Davis,student4000@university.com,Male,19,CS,82.58,75.64,69.11,70.07,71.29,7.83,89.44,93.07,A,24.4,No,No,,Low,10,6.9
S5001,Omar,Brown,student4001@university.com,Male,24,CS,,98.53,59.43,69.06,53.08,0.81,70.37,99.63,B,10.5,No,Yes,Bachelor's,High,4,6.8
S5002,John,Jones,student4002@university.com,Female,20,CS,61.4,68.66,91.0,96.47,73.07,7.14,53.52,86.57,D,10.3,No,Yes,Bachelor's,Low,3,7.5
S5003,Omar,Smith,student4003@university.com,Female,19,CS,53.5,86.48,82.47,,56.88,1.65,85.63,57.3,D,20.2,Yes,Yes,Master's,Low,2,5.1
S5004,Maria,Smith,student4004@university.com,Male,24,Business,76.78,86.09,92.16,,82.37,7.4,57.53,63.89,B,15.9,No,Yes,,Low,5,7.5
S5005,Emma,Jones,student4005@university.com,Female,18,Business,99.52,69.85,42.79,87.89,52.36,1.41,96.35,56.6,B,26.8,Yes,Yes,PhD,Medium,2,4.1
S5006,Liam,Williams,student4006@university.com,Female,24,CS,86.9,87.74,83.25,,68.7,8.32,70.89,55.78,A,12.3,No,Yes,PhD,Low,2,6.7
S5007,Sara,Johnson,student4007@university.com,Female,21,Engineering,66.37,55.66,72.4,57.96,54.14,6.81,54.1,78.39,A,13.3,No,Yes,None,Low,8,8.2
S5008,Liam,Williams,student4008@university.com,Male,22,Mathematics,91.36,47.34,89.5,65.96,50.17,3.86,61.42,95.34,B,9.2,Yes,Yes,High School,Medium,2,7.6
S5009,Liam,Smith,student4009@university.com,Male,24,Engineering,88.45,65.51,70.43,,98.03,3.59,93.13,84.22,A,29.5,No,Yes,High School,High,8,8.3
S5010,Emma,Davis,student4010@university.com,Female,21,CS,64.08,96.62,72.41,50.91,99.81,1.49,66.05,90.03,B,7.9,No,No,High School,Low,8,4.7
S5011,Omar,Jones,student4011@university.com,Male,21,Engineering,50.72,70.04,43.11,71.87,77.78,9.04,92.82,75.4,C,29.6,No,Yes,High School,Low,1,7.6
S5012,Sara,Jones,student4012@university.com,Female,21,CS,55.91,78.12,80.11,87.79,61.95,1.19,58.61,73.77,F,22.7,Yes,Yes,Master's,Medium,5,6.3
S5013,Ali,Williams,student4013@university.com,Female,24,Engineering,93.87,77.45,56.39,58.21,95.55,4.72,73.41,96.87,A,7.2,No,Yes,None,Medium,9,5.6
S5014,Ahmed,Davis,student4014@university.com,Male,19,Engineering,91.83,47.95,41.18,53.23,96.15,2.37,93.91,86.1,A,8.8,No,Yes,None,High,8,5.8
S5015,Emma,Williams,student4015@university.com,Male,19,CS,64.76,63.42,43.99,91.8,92.73,9.96,52.42,72.97,F,13.2,Yes,Yes,Master's,Medium,10,4.5
S5016,Maria,Johnson,student4016@university.com,Male,22,Mathematics,64.26,82.42,97.44,,77.22,5.86,65.21,66.63,C,11.5,Yes,Yes,PhD,Medium,9,7.5
S5017,Ali,Brown,student4017@university.com,Female,19,Engineering,89.64,98.32,60.76,58.83,53.74,1.5,95.49,54.66,B,29.3,No,Yes,Master's,Medium,3,7.2
S5018,Ahmed,Davis,student4018@university.com,Female,23,Engineering,96.89,50.08,92.08,90.32,54.42,6.68,79.83,91.05,B,20.3,Yes,Yes,High School,Medium,2,4.8
S5019,Maria,Brown,student4019@university.com,Male,19,Mathematics,88.96,64.63,97.58,82.91,94.83,9.92,85.81,58.47,B,6.9,No,Yes,None,High,1,6.7
S5020,Liam,Johnson,student4020@university.com,Male,19,CS,80.28,45.71,96.6,66.71,93.79,6.05,92.11,75.75,A,18.1,No,Yes,Master's,Low,8,4.6
S5021,John,Brown,student4021@university.com,Male,19,CS,62.13,54.54,92.9,68.81,71.72,4.57,76.18,81.86,F,27.4,Yes,Yes,High School,Low,8,5.6
S5022,Maria,Smith,student4022@university.com,Female,18,Business,76.29,62.61,93.69,57.79,66.41,2.93,92.27,87.2,F,15.4,No,Yes,High School,Low,8,4.2
S5023,Sara,Brown,student4023@university.com,Female,22,CS,61.68,72.44,57.34,91.76,82.21,0.92,81.94,54.17,B,21.7,No,Yes,Bachelor's,High,3,7.1
S5024,Sara,Johnson,student4024@university.com,Female,23,Business,90.4,53.83,49.09,75.45,90.35,2.28,84.28,50.53,A,24.3,Yes,Yes,PhD,Medium,1,4.1
S5025,John,Brown,student4025@university.com,Male,19,CS,69.35,53.65,78.36,77.85,86.58,5.54,57.64,85.3,C,9.6,No,Yes,PhD,Low,9,5.3
S5026,Ali,Jones,student4026@university.com,Male,22,CS,91.68,86.67,69.29,94.17,80.78,7.54,96.95,72.72,A,26.4,No,No,PhD,Low,7,5.3
S5027,Ahmed,Williams,student4027@university.com,Female,20,Engineering,69.08,97.76,45.92,50.79,61.58,8.78,89.8,59.06,A,16.2,No,Yes,None,Low,6,7.7
S5028,Maria,Smith,student4028@university.com,Male,18,CS,91.21,59.42,80.65,53.35,63.13,7.94,62.71,99.1,B,6.4,No,Yes,,Medium,7,6.3
S5029,Sara,Jones,student4029@university.com,Male,24,Business,66.67,81.28,73.77,58.08,86.2,1.25,79.0,89.57,B,27.0,No,Yes,,Medium,6,6.9
S5030,Ali,Jones,student4030@university.com,Male,19,Engineering,,55.48,91.78,51.5,90.13,7.73,68.82,78.93,D,19.1,No,Yes,None,Low,4,5.2
S5031,John,Johnson,student4031@university.com,Male,23,Mathematics,,95.68,76.55,,55.81,5.82,83.02,85.11,F,10.0,Yes,Yes,High School,High,2,6.7
S5032,Omar,Williams,student4032@university.com,Female,18,Business,53.51,80.37,74.44,81.69,59.36,4.69,99.69,57.75,F,12.9,Yes,No,PhD,Medium,1,4.7
S5033,Emma,Williams,student4033@university.com,Male,23,CS,97.41,88.16,66.45,60.54,84.02,5.73,52.29,98.11,A,19.2,No,Yes,None,Medium,9,9.0
S5034,Omar,Davis,student4034@university.com,Female,24,Business,78.68,42.96,67.77,57.47,69.45,0.08,97.63,99.82,F,14.4,No,Yes,PhD,Medium,2,6.6
S5035,Omar,Smith,student4035@university.com,Female,24,Engineering,75.39,75.91,97.26,57.28,78.16,0.68,53.62,82.42,F,10.8,Yes,Yes,High School,Medium,6,8.4
S5036,Sara,Johnson,student4036@university.com,Male,18,Engineering,91.97,71.66,48.31,,80.74,5.26,73.04,83.42,A,17.0,No,Yes,None,Medium,8,4.5
S5037,Liam,Smith,student4037@university.com,Female,20,Business,93.29,57.58,66.77,84.68,88.81,1.74,74.11,85.22,A,9.6,No,Yes,,Low,7,7.0
S5038,Liam,Davis,student4038@university.com,Female,22,Engineering,76.11,55.75,79.35,79.27,90.29,5.46,63.44,83.29,D,11.1,No,Yes,Master's,Low,9,7.4
S5039,John,Brown,student4039@university.com,Male,18,Engineering,96.36,74.8,65.98,66.12,64.0,3.54,78.33,71.93,A,25.7,Yes,Yes,None,Medium,9,7.9
S5040,Maria,Jones,student4040@university.com,Female,21,Engineering,53.24,82.39,56.99,71.65,77.06,9.07,91.7,77.03,D,10.7,Yes,Yes,,Medium,4,6.4
S5041,Liam,Smith,student4041@university.com,Female,24,CS,55.66,41.99,57.24,54.47,56.18,9.5,64.7,64.14,C,22.4,No,Yes,Bachelor's,High,9,4.2
S5042,Omar,Jones,student4042@university.com,Female,20,CS,,74.04,54.02,99.91,92.1,9.8,53.52,72.34,D,11.3,No,Yes,High School,Low,10,5.3
S5043,Liam,Johnson,student4043@university.com,Female,24,Engineering,67.7,50.23,60.63,87.75,92.27,8.99,81.61,71.81,C,10.3,No,Yes,Master's,Medium,2,5.4
S5044,Omar,Brown,student4044@university.com,Female,21,CS,73.21,48.42,92.3,81.07,64.98,9.86,87.59,64.41,A,11.3,Yes,Yes,High School,Low,1,5.6
S5045,Ahmed,Johnson,student4045@university.com,Female,20,CS,66.4,77.39,70.31,79.39,58.03,7.06,97.73,89.34,D,16.7,No,Yes,,High,6,4.5
S5046,Sara,Brown,student4046@university.com,Female,24,CS,70.24,58.65,54.41,75.22,53.5,9.61,57.98,70.48,D,8.7,No,No,None,Medium,4,4.0
S5047,Sara,Brown,student4047@university.com,Female,21,Engineering,91.13,66.45,63.07,62.87,78.75,6.42,95.07,77.59,A,7.7,Yes,Yes,Master's,Medium,4,6.6
S5048,Maria,Jones,student4048@university.com,Male,21,CS,79.67,61.6,46.35,61.32,54.57,8.09,74.11,57.8,D,23.9,No,Yes,High School,Low,10,7.7
S5049,Liam,Johnson,student4049@university.com,Male,24,Business,99.87,78.9,94.24,,84.03,1.32,61.79,73.75,B,5.6,No,Yes,,Low,10,5.2
S5050,Liam,Johnson,student4050@university.com,Male,24,CS,89.34,68.21,64.49,53.51,83.91,6.83,98.14,88.07,A,14.6,Yes,Yes,,Medium,1,7.5
S5051,Emma,Smith,student4051@university.com,Female,23,Engineering,63.68,97.81,98.82,53.72,80.7,9.31,61.92,72.23,D,14.9,No,Yes,Bachelor's,Medium,6,7.7
S5052,Ali,Johnson,student4052@university.com,Female,18,Engineering,63.22,61.14,60.85,78.04,93.83,5.4,86.67,77.89,A,27.3,No,Yes,High School,High,3,6.1
S5053,Ahmed,Smith,student4053@university.com,Female,18,Engineering,66.79,84.42,90.18,95.99,68.91,1.87,89.24,85.09,F,24.4,No,Yes,PhD,Medium,7,6.6
S5054,Sara,Williams,student4054@university.com,Male,20,CS,,55.44,55.38,95.71,95.11,5.27,71.53,69.45,D,17.8,No,Yes,High School,Low,1,5.6
S5055,Ahmed,Williams,student4055@university.com,Male,22,Mathematics,51.36,70.53,44.57,50.54,51.85,7.07,84.5,67.66,D,17.0,No,Yes,High School,Medium,8,5.9
S5056,Sara,Williams,student4056@university.com,Male,24,Mathematics,61.51,73.15,41.9,55.37,55.64,7.7,78.62,54.29,C,19.1,No,Yes,PhD,High,9,6.9
S5057,Ahmed,Davis,student4057@university.com,Female,23,Business,95.25,59.75,76.37,79.15,70.61,5.24,59.6,79.11,A,13.9,No,Yes,Bachelor's,High,4,5.8
S5058,John,Johnson,student4058@university.com,Male,18,Mathematics,81.99,68.31,58.69,92.42,79.7,2.17,87.99,85.35,F,22.5,No,Yes,,Medium,5,6.5
S5059,Omar,Davis,student4059@university.com,Male,18,Engineering,61.34,56.76,66.61,97.72,51.62,9.27,96.4,79.06,A,22.2,No,Yes,PhD,Low,8,7.7
S5060,Sara,Johnson,student4060@university.com,Female,23,Engineering,60.96,40.36,89.12,93.03,78.37,7.74,74.43,64.18,D,19.4,No,Yes,Bachelor's,Medium,5,8.8
S5061,Ahmed,Smith,student4061@university.com,Male,19,Business,93.13,52.94,54.89,83.88,65.37,2.71,99.72,63.12,B,6.4,No,Yes,Master's,Medium,10,8.5
S5062,Liam,Davis,student4062@university.com,Female,23,Engineering,94.69,82.0,58.52,60.03,94.36,8.12,71.4,57.97,B,8.2,Yes,Yes,Master's,Medium,4,8.6
S5063,Ali,Davis,student4063@university.com,Male,18,Business,62.81,86.26,90.72,53.63,76.66,3.48,73.99,52.35,F,6.0,Yes,Yes,None,Low,5,8.6
S5064,John,Davis,student4064@university.com,Female,22,Business,71.03,56.81,69.57,52.38,79.39,3.12,83.69,71.34,A,23.0,Yes,Yes,PhD,Low,2,5.2
S5065,John,Brown,student4065@university.com,Female,19,Mathematics,91.73,64.48,89.66,,97.28,8.63,59.29,58.03,B,16.9,Yes,Yes,Master's,Medium,10,8.7
S5066,Ali,Smith,student4066@university.com,Female,21,CS,88.55,42.24,62.47,51.81,88.21,8.73,95.1,84.54,A,28.9,No,Yes,High School,Medium,2,5.1
S5067,Ahmed,Williams,student4067@university.com,Female,23,Business,90.7,54.22,63.9,86.96,71.91,3.98,90.06,98.09,B,28.8,No,Yes,Bachelor's,Low,1,8.3
S5068,Liam,Smith,student4068@university.com,Female,21,Engineering,75.92,86.75,50.03,85.62,73.84,0.09,93.62,53.67,D,25.0,Yes,Yes,Master's,Low,4,6.9
S5069,Maria,Brown,student4069@university.com,Male,19,Engineering,95.58,76.36,94.98,,82.4,1.87,80.48,94.65,A,16.1,Yes,Yes,Master's,Medium,10,8.2
S5070,Ali,Johnson,student4070@university.com,Female,19,CS,66.3,52.35,93.81,95.33,60.01,9.09,94.19,82.89,F,12.9,No,Yes,PhD,Medium,8,8.9
S5071,Ahmed,Smith,student4071@university.com,Female,19,Business,57.83,55.45,99.05,,54.43,8.99,84.0,93.01,D,10.0,No,No,High School,Medium,10,8.4
S5072,Ali,Davis,student4072@university.com,Female,20,Mathematics,85.44,89.01,64.15,95.22,65.56,4.53,75.58,57.75,A,10.8,No,Yes,Master's,Low,10,8.1
S5073,Ali,Williams,student4073@university.com,Female,23,CS,76.97,52.55,89.12,95.08,88.92,3.04,96.59,95.32,D,29.8,No,Yes,High School,Medium,10,5.0
S5074,Sara,Williams,student4074@university.com,Male,24,Engineering,92.73,60.05,64.9,59.85,62.87,3.03,71.99,97.89,A,18.3,No,Yes,Bachelor's,High,10,8.3
S5075,Ahmed,Johnson,student4075@university.com,Female,22,CS,54.06,79.86,67.26,69.03,56.54,8.97,75.03,95.34,F,5.3,No,Yes,Bachelor's,Low,2,4.8
S5076,Maria,Smith,student4076@university.com,Male,22,Mathematics,92.18,73.67,89.8,56.73,60.95,3.25,58.48,89.27,A,6.1,No,Yes,Bachelor's,Low,7,6.6
S5077,Omar,Brown,student4077@university.com,Female,21,Engineering,64.66,67.65,50.64,88.75,83.95,5.12,97.38,54.52,D,16.5,No,Yes,None,High,8,6.5
S5078,Sara,Johnson,student4078@university.com,Female,21,CS,82.74,93.98,53.22,75.21,80.7,7.31,61.05,61.04,A,16.1,No,Yes,PhD,Medium,10,6.6
S5079,Ali,Smith,student4079@university.com,Male,24,CS,52.01,53.18,58.88,,84.42,2.09,60.07,95.66,D,15.1,No,No,Bachelor's,Medium,1,7.6
S5080,Omar,Jones,student4080@university.com,Male,21,Engineering,80.48,84.49,87.29,,66.1,2.54,55.06,61.47,D,25.6,No,Yes,None,Medium,3,6.0
S5081,Emma,Williams,student4081@university.com,Male,23,CS,85.86,49.54,62.36,,95.04,3.58,72.67,67.39,B,22.6,No,Yes,None,Low,6,6.3
S5082,Omar,Brown,student4082@university.com,Female,18,Engineering,68.44,76.94,61.49,99.46,72.59,6.54,63.68,52.52,F,7.7,No,Yes,PhD,Low,7,7.3
S5083,Ali,Davis,student4083@university.com,Male,21,Mathematics,,92.24,99.93,83.27,75.69,8.17,87.04,81.4,C,14.1,No,Yes,Bachelor's,Low,5,7.4
S5084,Ali,Brown,student4084@university.com,Female,19,Business,76.88,67.47,63.03,53.44,97.44,5.47,65.38,78.17,F,19.9,Yes,Yes,PhD,Low,7,6.2
S5085,Liam,Davis,student4085@university.com,Male,21,CS,91.66,83.46,54.87,79.42,98.96,1.33,86.04,98.09,B,14.6,No,Yes,PhD,Low,6,4.3
S5086,Ahmed,Brown,student4086@university.com,Male,19,Mathematics,66.18,89.22,77.39,58.99,83.08,4.46,59.8,94.62,A,10.2,No,Yes,,High,7,5.3
S5087,Ahmed,Williams,student4087@university.com,Female,20,Engineering,62.62,48.16,88.11,51.53,97.24,1.28,61.5,75.3,D,20.7,No,No,PhD,Low,4,8.7
S5088,Sara,Davis,student4088@university.com,Male,18,CS,,82.35,44.18,66.75,77.08,0.88,90.31,80.47,F,20.1,No,Yes,,Low,2,8.6
S5089,Maria,Smith,student4089@university.com,Male,18,CS,97.46,95.19,77.13,,65.36,5.9,68.55,70.66,B,29.4,No,No,Bachelor's,Low,8,7.2
S5090,Sara,Davis,student4090@university.com,Female,24,CS,67.96,74.58,42.14,,65.75,9.56,55.59,56.62,C,19.0,No,Yes,PhD,Low,1,4.9
S5091,John,Johnson,student4091@university.com,Female,23,Business,,51.17,71.58,68.68,77.95,8.38,98.07,93.39,F,26.9,No,Yes,None,Low,4,4.5
S5092,Ali,Smith,student4092@university.com,Female,23,CS,,47.62,55.42,86.65,80.25,7.74,58.87,77.48,D,28.7,Yes,Yes,Bachelor's,Low,4,8.7
S5093,Omar,Johnson,student4093@university.com,Male,22,CS,84.96,55.58,58.4,50.81,71.98,7.27,57.51,71.27,A,15.9,No,Yes,High School,Medium,1,8.4
S5094,Emma,Brown,student4094@university.com,Male,20,Business,56.43,46.21,68.03,50.74,94.19,8.97,67.92,53.42,D,6.3,No,Yes,None,Medium,8,6.0
S5095,Ali,Smith,student4095@university.com,Male,24,Engineering,99.25,70.8,95.63,51.47,71.33,7.53,54.78,83.27,A,8.6,No,Yes,High School,Low,6,7.1
S5096,Ali,Brown,student4096@university.com,Male,23,Business,80.4,44.18,82.64,60.97,63.67,6.27,57.78,69.98,D,17.6,Yes,Yes,High School,Medium,2,8.6
S5097,Sara,Jones,student4097@university.com,Male,19,Business,75.04,53.4,96.21,68.7,50.4,3.65,92.32,62.68,A,27.3,No,Yes,Master's,Low,4,4.7
S5098,Emma,Brown,student4098@university.com,Female,20,CS,69.11,66.39,79.6,80.39,98.53,1.01,58.58,93.84,D,21.4,No,Yes,High School,Medium,7,7.2
S5099,Emma,Brown,student4099@university.com,Male,18,Business,94.93,68.43,40.43,99.3,91.22,4.61,55.57,59.18,A,10.0,Yes,Yes,,Low,9,8.6
S5100,Emma,Johnson,student4100@university.com,Female,19,CS,62.2,73.92,55.94,67.72,80.78,9.25,94.0,75.75,B,22.5,No,Yes,PhD,Medium,7,8.2
S5101,Sara,Davis,student4101@university.com,Male,24,Engineering,64.29,82.34,94.35,52.78,91.53,5.83,72.19,89.79,A,27.4,No,Yes,,Medium,2,5.4
S5102,Ali,Jones,student4102@university.com,Female,24,Engineering,56.12,42.83,78.61,59.75,90.51,1.85,57.86,92.45,C,5.8,Yes,Yes,,Low,1,8.8
S5103,Sara,Brown,student4103@university.com,Male,20,CS,87.96,44.84,98.9,94.89,96.59,6.49,79.08,90.94,A,11.1,No,Yes,,Low,10,5.0
S5104,Ahmed,Brown,student4104@university.com,Male,18,Mathematics,79.78,43.65,49.36,,69.3,4.65,52.08,94.83,B,8.8,No,Yes,,Low,7,5.0
S5105,Ahmed,Jones,student4105@university.com,Female,23,Engineering,80.45,65.39,57.8,89.51,77.74,9.31,71.37,57.12,F,24.6,Yes,Yes,,Medium,9,4.5
S5106,Sara,Jones,student4106@university.com,Male,19,CS,60.92,42.51,61.74,56.21,54.93,1.61,79.52,97.02,F,27.3,No,Yes,High School,High,2,4.6
S5107,Emma,Smith,student4107@university.com,Female,19,Mathematics,82.56,84.76,59.59,,98.27,7.12,97.86,50.54,D,18.9,No,Yes,High School,High,3,7.8
S5108,Liam,Johnson,student4108@university.com,Male,18,Engineering,88.27,53.38,55.12,55.61,99.26,6.82,66.32,62.8,B,26.2,No,Yes,None,Medium,4,5.4
S5109,Ali,Jones,student4109@university.com,Male,19,Engineering,67.89,96.35,66.61,92.86,89.45,9.84,88.25,54.2,F,21.4,No,Yes,None,High,9,8.3
S5110,Sara,Jones,student4110@university.com,Female,23,Engineering,90.07,69.18,78.54,60.5,72.71,5.65,56.63,97.28,A,21.4,No,No,Bachelor's,High,7,8.3
S5111,Sara,Williams,student4111@university.com,Male,23,Business,67.44,66.78,58.68,82.16,74.83,8.72,71.68,71.2,F,19.5,No,Yes,Bachelor's,Medium,2,4.6
S5112,Sara,Davis,student4112@university.com,Female,23,CS,87.91,86.83,44.78,75.81,71.77,0.25,61.16,65.76,A,6.3,Yes,Yes,Bachelor's,Low,4,6.7
S5113,Liam,Jones,student4113@university.com,Male,18,CS,51.69,82.79,82.51,77.22,64.67,1.23,74.62,58.35,D,28.4,Yes,Yes,High School,High,4,7.7
S5114,Liam,Johnson,student4114@university.com,Male,21,Engineering,,76.44,67.54,59.77,76.39,3.46,70.86,57.79,D,13.9,Yes,Yes,None,Low,4,7.4
S5115,John,Davis,student4115@university.com,Male,21,CS,98.48,96.11,73.39,81.76,52.67,6.19,98.99,80.7,A,25.1,Yes,Yes,,Medium,10,4.5
S5116,Ahmed,Davis,student4116@university.com,Male,24,Business,99.06,65.34,67.32,52.16,99.59,4.49,95.87,52.35,B,25.2,Yes,Yes,,Medium,7,5.6
S5117,Omar,Brown,student4117@university.com,Male,24,CS,64.09,88.51,93.42,99.67,71.2,2.03,79.11,79.72,C,29.1,Yes,Yes,,High,6,7.1
S5118,Emma,Brown,student4118@university.com,Male,19,CS,72.07,62.81,73.52,51.34,96.37,5.89,58.83,88.73,D,13.2,No,Yes,Bachelor's,Medium,2,6.9
S5119,Maria,Brown,student4119@university.com,Male,23,CS,53.15,90.3,95.4,52.51,86.21,5.67,77.85,80.05,D,29.9,No,Yes,Bachelor's,Low,10,8.1
S5120,Liam,Brown,student4120@university.com,Female,19,Business,93.67,55.57,70.63,66.23,64.5,5.24,89.6,91.33,B,12.5,No,Yes,None,Low,2,4.3
S5121,Omar,Williams,student4121@university.com,Male,18,Business,78.43,57.36,57.56,91.58,61.1,0.91,51.9,63.26,C,16.3,Yes,No,PhD,Low,3,6.4
S5122,Liam,Jones,student4122@university.com,Male,19,CS,69.26,80.67,61.33,62.86,99.78,9.27,71.7,53.86,A,22.7,No,Yes,PhD,Medium,10,8.2
S5123,Emma,Brown,student4123@university.com,Male,22,Engineering,55.64,52.76,71.33,73.6,88.61,5.92,52.13,86.05,C,8.9,Yes,Yes,Bachelor's,Low,1,9.0
S5124,Maria,Smith,student4124@university.com,Female,21,CS,97.34,53.75,71.8,,62.48,2.64,62.2,91.41,B,11.7,No,Yes,,Medium,9,4.6
S5125,John,Brown,student4125@university.com,Female,19,Engineering,76.51,58.32,81.24,,53.37,6.87,54.61,75.08,B,23.2,No,No,PhD,Medium,7,7.2
S5126,Sara,Jones,student4126@university.com,Male,19,CS,64.15,80.74,53.47,80.4,84.85,3.18,98.03,91.03,B,29.4,Yes,Yes,Bachelor's,Medium,7,4.0
S5127,John,Brown,student4127@university.com,Male,20,Engineering,67.51,93.36,79.53,,65.15,5.06,58.44,72.9,B,23.3,Yes,Yes,,Low,9,5.7
S5128,Liam,Williams,student4128@university.com,Male,19,Engineering,63.53,80.47,86.72,84.71,61.07,3.41,57.51,59.93,C,26.6,No,No,,Medium,7,6.2
S5129,John,Johnson,student4129@university.com,Female,22,Mathematics,80.09,89.67,80.6,89.27,86.75,8.8,98.6,73.72,D,5.9,Yes,Yes,,Medium,1,5.7
S5130,Omar,Johnson,student4130@university.com,Male,21,CS,96.5,72.61,68.91,92.52,83.96,9.94,75.8,60.8,A,19.4,No,No,Master's,Medium,4,7.1
S5131,Ali,Jones,student4131@university.com,Female,20,Business,,44.14,99.5,56.69,74.07,1.61,87.9,73.6,A,27.9,Yes,Yes,PhD,High,9,4.1
S5132,Liam,Johnson,student4132@university.com,Male,18,Engineering,73.02,46.03,64.29,72.78,97.13,0.24,66.37,57.38,B,22.1,No,No,High School,Low,6,8.5
S5133,Liam,Johnson,student4133@university.com,Female,24,Mathematics,91.32,73.26,46.4,97.35,83.98,2.19,76.64,59.28,A,21.9,No,Yes,High School,Low,8,5.6
S5134,Omar,Smith,student4134@university.com,Female,18,CS,71.16,59.67,89.29,88.6,94.67,5.9,50.34,94.15,F,10.1,No,Yes,High School,Medium,3,4.8
S5135,Ahmed,Jones,student4135@university.com,Male,21,CS,62.62,53.23,52.73,55.85,59.53,1.74,70.44,55.79,F,26.5,Yes,Yes,High School,High,6,6.2
S5136,Maria,Jones,student4136@university.com,Male,24,Business,99.17,67.98,82.8,75.13,64.83,8.11,77.75,61.21,A,26.6,No,Yes,Master's,Low,4,6.6
S5137,Sara,Johnson,student4137@university.com,Male,18,CS,65.19,79.99,50.74,96.12,55.23,4.09,75.72,99.78,A,20.4,No,Yes,None,Medium,8,4.3
S5138,Omar,Johnson,student4138@university.com,Male,22,CS,66.19,63.1,41.01,72.0,65.23,6.11,70.29,78.8,A,15.7,No,Yes,,Low,3,8.0
S5139,Maria,Johnson,student4139@university.com,Male,19,CS,99.48,88.15,49.59,91.87,98.59,4.56,89.4,79.29,B,25.6,No,Yes,High School,Low,5,7.7
S5140,Emma,Davis,student4140@university.com,Male,21,Business,56.7,84.31,62.62,74.79,98.14,9.03,75.08,92.25,F,16.6,No,Yes,,High,2,6.6
S5141,Maria,Williams,student4141@university.com,Male,24,CS,88.03,84.09,46.4,55.34,88.02,0.35,81.81,76.22,B,25.6,No,Yes,PhD,Medium,7,4.9
S5142,Emma,Brown,student4142@university.com,Female,20,Business,96.79,99.11,51.86,57.39,76.05,7.29,59.23,61.09,A,17.1,No,Yes,PhD,Medium,9,8.6
S5143,Omar,Williams,student4143@university.com,Male,19,Engineering,75.59,57.71,85.88,52.33,89.04,6.52,93.08,71.12,C,19.5,No,Yes,,Medium,5,8.0
S5144,Liam,Jones,student4144@university.com,Male,18,CS,50.13,78.68,86.19,59.77,77.67,6.5,68.14,87.75,D,23.7,No,Yes,PhD,Medium,9,5.2
S5145,Liam,Smith,student4145@university.com,Female,18,Engineering,68.75,91.33,89.05,94.68,50.18,4.14,74.11,93.62,F,11.6,No,Yes,Bachelor's,Low,2,7.7
S5146,Ahmed,Brown,student4146@university.com,Male,20,CS,55.58,74.77,90.47,82.51,75.08,0.16,67.61,63.66,D,11.2,No,Yes,,High,8,4.5
S5147,Omar,Smith,student4147@university.com,Male,22,Engineering,70.81,87.37,65.23,86.94,79.95,6.89,94.6,63.1,D,21.7,No,Yes,PhD,Medium,3,4.6
S5148,Emma,Davis,student4148@university.com,Male,20,Engineering,,64.87,92.05,81.08,63.29,8.29,95.04,66.38,B,28.8,No,Yes,Master's,Low,10,6.2
S5149,Maria,Jones,student4149@university.com,Male,21,Engineering,71.94,75.43,71.56,69.33,60.16,0.85,61.21,79.81,F,16.2,Yes,Yes,Bachelor's,Low,5,7.5
S5150,Maria,Davis,student4150@university.com,Female,20,CS,71.6,43.34,68.24,60.84,63.69,4.42,87.64,63.93,D,27.5,No,Yes,None,Low,3,8.6
S5151,Emma,Jones,student4151@university.com,Female,18,Engineering,,99.15,83.11,96.28,81.18,1.63,55.14,94.66,D,18.0,No,Yes,High School,Low,5,8.9
S5152,John,Smith,student4152@university.com,Male,22,Business,79.08,88.0,52.83,75.74,57.3,6.11,51.49,98.9,A,29.3,No,Yes,PhD,Low,5,7.5
S5153,Ahmed,Smith,student4153@university.com,Male,22,Business,92.81,92.13,87.37,74.05,86.02,7.86,91.83,83.96,A,24.8,Yes,Yes,None,Low,1,7.9
S5154,Ali,Smith,student4154@university.com,Female,23,Business,65.42,81.66,65.77,99.81,71.13,6.67,56.56,98.51,B,26.5,No,Yes,None,Medium,8,6.6
S5155,Liam,Jones,student4155@university.com,Male,20,CS,91.08,51.16,47.64,69.2,67.67,3.18,57.74,64.39,A,22.0,Yes,No,High School,High,7,4.3
S5156,Sara,Johnson,student4156@university.com,Female,21,Business,78.3,41.86,47.16,92.71,90.36,1.4,80.33,90.76,C,26.7,No,Yes,None,Medium,8,4.6
S5157,Maria,Smith,student4157@university.com,Female,18,CS,65.03,91.88,49.89,93.12,75.3,7.94,90.84,83.92,C,19.8,No,Yes,PhD,Medium,3,8.9
S5158,Sara,Davis,student4158@university.com,Female,19,CS,64.76,63.78,93.43,61.63,68.92,3.24,59.48,63.16,A,19.2,No,Yes,Bachelor's,Low,7,6.0
S5159,Ali,Brown,student4159@university.com,Male,22,Business,68.06,55.83,99.46,54.74,93.91,0.22,55.71,65.92,D,26.8,No,No,PhD,Low,7,7.9
S5160,Omar,Jones,student4160@university.com,Male,20,Mathematics,81.13,73.7,61.42,,68.41,5.71,53.87,74.43,F,5.4,No,Yes,Master's,Low,2,5.1
S5161,Sara,Davis,student4161@university.com,Male,23,Engineering,61.54,65.25,57.53,71.29,92.95,2.47,51.24,89.58,C,17.0,No,Yes,,High,3,6.7
S5162,Ali,Williams,student4162@university.com,Female,21,CS,96.02,79.1,53.13,50.11,75.21,8.41,55.82,93.61,A,26.8,No,No,High School,High,6,4.8
S5163,Liam,Williams,student4163@university.com,Male,21,CS,78.75,69.03,89.43,74.95,60.4,1.43,97.13,81.7,B,9.9,No,Yes,Master's,Medium,4,8.0
S5164,Emma,Brown,student4164@university.com,Male,24,Engineering,96.0,81.83,52.55,80.97,80.64,4.35,54.76,86.08,A,29.0,No,Yes,None,Low,4,4.8
S5165,John,Johnson,student4165@university.com,Female,18,Business,52.32,91.21,95.45,88.8,64.27,2.53,79.88,63.19,C,23.5,No,Yes,None,Medium,1,7.5
S5166,Liam,Smith,student4166@university.com,Male,22,CS,67.13,51.73,80.04,97.15,57.36,6.9,96.05,87.05,C,24.1,Yes,No,Bachelor's,Medium,8,4.8
S5167,Maria,Jones,student4167@university.com,Male,18,Business,51.14,59.77,93.83,,54.33,5.49,81.39,80.25,C,21.6,No,No,High School,High,2,8.1
S5168,Ali,Davis,student4168@university.com,Male,23,CS,63.61,66.21,73.24,97.01,62.08,7.91,51.64,61.15,F,16.2,No,Yes,PhD,Medium,6,6.5
S5169,Sara,Smith,student4169@university.com,Female,19,Business,93.1,97.72,81.44,51.61,86.83,4.59,79.82,97.51,A,16.5,Yes,Yes,None,Medium,10,6.1
S5170,Maria,Davis,student4170@university.com,Male,19,Mathematics,51.83,61.92,77.17,85.59,91.9,0.05,95.15,75.64,D,26.0,Yes,Yes,Master's,Medium,10,5.7
S5171,John,Jones,student4171@university.com,Female,19,Engineering,71.81,62.87,89.87,,93.09,2.15,66.13,89.72,B,8.5,No,Yes,,Medium,1,7.4
S5172,Emma,Williams,student4172@university.com,Female,21,CS,55.88,79.21,90.15,59.38,63.51,9.99,65.68,76.28,D,18.1,No,Yes,PhD,Medium,1,4.4
S5173,Omar,Smith,student4173@university.com,Female,22,Business,70.84,65.15,75.39,90.02,83.05,4.05,62.44,96.65,D,12.7,Yes,Yes,Master's,Medium,10,8.3
S5174,Maria,Brown,student4174@university.com,Male,18,Engineering,91.94,97.07,77.95,70.86,61.52,6.2,75.28,57.06,A,29.6,No,Yes,High School,High,2,7.8
S5175,Omar,Johnson,student4175@university.com,Male,18,Engineering,81.15,93.67,95.31,95.83,81.14,9.05,61.9,77.31,F,5.1,No,Yes,Bachelor's,Low,6,5.9
S5176,Ali,Brown,student4176@university.com,Male,23,Engineering,86.84,70.8,95.79,52.12,94.36,0.21,86.19,51.26,B,6.6,No,Yes,Master's,High,4,8.9
S5177,John,Johnson,student4177@university.com,Female,19,CS,67.46,78.69,79.85,90.11,52.04,6.6,82.24,59.87,B,29.2,No,Yes,,Medium,8,8.2
S5178,Sara,Davis,student4178@university.com,Female,22,Business,97.22,43.48,40.47,,99.26,2.88,70.04,64.05,A,18.6,Yes,Yes,PhD,Medium,7,5.4
S5179,John,Smith,student4179@university.com,Male,22,CS,85.46,81.74,46.26,58.83,91.35,2.79,86.13,73.63,B,8.5,No,Yes,None,High,4,8.4
S5180,John,Smith,student4180@university.com,Female,23,Mathematics,71.09,82.43,91.48,73.87,88.08,2.25,54.92,91.01,C,16.2,Yes,Yes,High School,High,4,4.5
S5181,Ahmed,Johnson,student4181@university.com,Male,20,CS,71.32,61.55,45.08,69.78,84.57,8.23,87.48,73.33,A,13.1,No,Yes,Master's,Medium,5,7.4
S5182,John,Williams,student4182@university.com,Male,22,Business,95.93,53.18,52.81,74.31,88.51,3.73,80.15,78.06,A,27.8,No,Yes,PhD,High,7,4.7
S5183,John,Jones,student4183@university.com,Male,22,CS,78.82,94.9,53.83,97.0,99.73,0.67,81.5,96.2,C,22.2,No,Yes,None,Low,10,8.9
S5184,Liam,Brown,student4184@university.com,Male,18,CS,,65.6,76.01,82.87,88.51,0.97,53.23,87.83,F,8.3,Yes,Yes,PhD,Medium,9,4.2
S5185,Maria,Davis,student4185@university.com,Male,23,CS,,79.22,74.6,64.52,67.58,1.49,80.91,52.51,C,18.4,No,Yes,None,Low,5,5.2
S5186,Sara,Brown,student4186@university.com,Male,22,Business,61.18,42.0,57.37,58.65,80.7,8.99,74.71,58.82,C,8.4,No,Yes,Bachelor's,Low,3,6.7
S5187,Liam,Brown,student4187@university.com,Male,22,Engineering,86.18,64.84,52.46,71.0,66.85,4.27,74.29,51.91,A,21.6,No,Yes,Bachelor's,High,9,6.9
S5188,Liam,Davis,student4188@university.com,Female,18,Business,80.39,89.04,85.87,72.58,98.5,9.16,66.09,53.45,B,23.2,No,Yes,,Low,1,6.6
S5189,Maria,Davis,student4189@university.com,Male,22,CS,75.07,63.25,96.13,,95.01,8.17,50.38,66.94,D,19.1,No,Yes,None,Medium,2,7.7
S5190,Maria,Smith,student4190@university.com,Female,18,Engineering,81.2,76.19,43.17,,78.38,8.38,71.13,86.39,C,29.1,No,Yes,None,Low,4,4.0
S5191,Ali,Brown,student4191@university.com,Female,20,Business,60.41,52.59,47.99,88.38,89.06,2.87,70.05,62.22,F,28.6,Yes,Yes,,Medium,6,6.8
S5192,Maria,Jones,student4192@university.com,Male,21,CS,89.7,64.99,78.53,54.92,95.48,2.71,71.14,69.61,A,10.1,No,Yes,High School,Low,3,7.1
S5193,Ahmed,Jones,student4193@university.com,Female,24,Engineering,97.41,95.66,88.27,78.02,62.18,5.6,80.6,69.69,A,5.0,No,No,Bachelor's,Medium,10,5.0
S5194,Ahmed,Johnson,student4194@university.com,Female,18,Engineering,94.56,73.99,87.47,81.18,78.97,4.18,65.0,79.52,A,21.6,No,Yes,Bachelor's,Medium,3,7.3
S5195,Liam,Davis,student4195@university.com,Female,18,CS,66.07,94.12,83.18,60.34,74.09,5.09,63.47,94.65,B,16.9,No,Yes,,Medium,9,7.3
S5196,Omar,Smith,student4196@university.com,Male,22,CS,70.3,94.12,93.25,91.3,88.58,0.53,74.89,99.16,D,13.4,No,Yes,None,High,3,6.7
S5197,Ali,Jones,student4197@university.com,Male,18,Engineering,,96.65,53.04,80.77,68.95,9.72,79.62,80.23,A,27.9,Yes,Yes,Master's,Low,5,5.3
S5198,Omar,Williams,student4198@university.com,Male,23,CS,79.76,93.72,46.44,82.29,85.45,0.58,78.37,75.25,B,29.5,No,Yes,High School,Medium,3,6.1
S5199,Omar,Smith,student4199@university.com,Male,19,Business,77.4,40.2,76.92,74.89,70.15,1.79,94.08,84.09,F,28.3,No,Yes,None,Medium,1,5.4
S5200,Liam,Smith,student4200@university.com,Male,19,Mathematics,96.33,96.04,89.34,95.48,55.55,6.78,88.46,83.4,B,17.5,Yes,Yes,None,Medium,5,7.8
S5201,Emma,Jones,student4201@university.com,Female,20,Engineering,,48.25,74.92,84.7,55.36,1.56,52.61,76.2,B,22.6,No,Yes,Bachelor's,High,5,7.1
S5202,Liam,Williams,student4202@university.com,Female,18,Engineering,75.75,42.4,97.78,69.09,55.95,1.07,78.17,86.85,D,9.3,No,Yes,PhD,Medium,3,4.8
S5203,Sara,Johnson,student4203@university.com,Male,23,CS,52.1,43.32,87.73,61.93,51.63,1.54,70.89,74.56,F,28.8,Yes,No,,High,9,6.8
S5204,Sara,Jones,student4204@university.com,Female,22,Business,53.47,60.93,82.05,53.55,76.65,0.62,68.05,99.82,D,12.1,No,No,None,Medium,10,8.5
S5205,Maria,Williams,student4205@university.com,Female,22,CS,50.37,77.25,43.62,58.27,83.6,2.51,97.89,52.45,D,9.8,No,Yes,,Medium,4,8.2
S5206,Maria,Smith,student4206@university.com,Female,24,Engineering,95.66,64.14,46.46,99.63,56.34,2.71,72.84,72.16,A,6.5,No,Yes,PhD,Low,3,8.5
S5207,Emma,Williams,student4207@university.com,Female,21,Mathematics,70.42,41.53,87.09,70.34,80.59,4.99,85.97,69.85,F,18.8,Yes,Yes,Master's,High,5,8.6
S5208,Maria,Smith,student4208@university.com,Male,20,Engineering,73.43,68.59,51.89,94.93,79.89,4.39,98.35,88.52,C,28.7,No,Yes,Bachelor's,Low,7,4.9
S5209,Sara,Jones,student4209@university.com,Male,23,Business,,66.53,41.73,,57.35,4.74,57.55,59.54,F,8.4,No,Yes,Master's,High,2,7.6
S5210,Omar,Davis,student4210@university.com,Male,23,Engineering,80.46,85.41,94.65,71.27,70.2,6.16,52.73,71.7,A,8.0,No,Yes,High School,Medium,5,7.2
S5211,Liam,Jones,student4211@university.com,Female,24,CS,80.48,56.78,93.45,98.03,87.76,2.31,65.68,84.9,C,11.8,Yes,Yes,PhD,Medium,3,4.2
S5212,John,Brown,student4212@university.com,Female,24,Business,64.83,53.05,53.11,54.56,50.84,1.35,52.22,80.16,B,21.6,No,Yes,High School,Low,9,7.9
S5213,Ahmed,Brown,student4213@university.com,Male,22,CS,91.7,55.36,86.81,,57.35,8.79,55.84,77.26,B,18.7,No,Yes,,Low,8,5.0
S5214,John,Brown,student4214@university.com,Male,21,Business,58.29,58.22,42.88,95.96,99.79,6.34,99.59,71.75,F,7.4,No,Yes,Master's,Low,9,8.6
S5215,John,Jones,student4215@university.com,Female,22,CS,52.66,75.95,57.1,97.48,86.68,0.61,98.01,87.6,F,16.1,No,Yes,,High,6,8.2
S5216,Sara,Johnson,student4216@university.com,Male,21,Business,59.58,68.29,77.42,92.3,73.21,9.61,84.56,82.32,C,6.7,Yes,Yes,High School,Low,4,7.8
S5217,John,Jones,student4217@university.com,Male,19,CS,63.39,60.21,85.79,,81.49,6.93,87.65,93.74,D,26.3,No,No,,Low,9,7.5
S5218,Liam,Davis,student4218@university.com,Female,23,Engineering,64.12,62.46,40.62,82.61,92.31,1.52,57.02,86.65,C,7.7,Yes,Yes,Master's,Low,4,6.4
S5219,Emma,Williams,student4219@university.com,Female,24,Engineering,83.53,62.26,59.57,61.02,92.12,9.69,79.76,57.02,C,16.8,No,No,PhD,High,4,8.0
S5220,Ali,Jones,student4220@university.com,Male,19,Engineering,60.89,98.34,52.86,86.53,66.24,3.65,57.72,80.98,A,17.8,No,Yes,,Medium,2,8.1
S5221,Maria,Jones,student4221@university.com,Female,22,CS,83.83,53.98,99.93,98.92,74.56,9.85,68.92,52.23,F,18.3,No,Yes,None,Low,1,4.5
S5222,Ali,Smith,student4222@university.com,Male,20,Engineering,54.56,89.08,80.26,76.3,81.9,1.03,67.27,69.37,F,20.2,No,Yes,Master's,Medium,10,5.7
S5223,Omar,Smith,student4223@university.com,Female,18,CS,57.36,82.49,64.34,,53.59,1.6,80.7,70.6,D,22.5,No,No,None,Low,4,5.6
S5224,Liam,Smith,student4224@university.com,Female,20,Engineering,75.44,40.33,44.54,78.67,97.29,6.57,53.98,92.74,A,5.1,Yes,Yes,High School,Low,6,4.6
S5225,Liam,Jones,student4225@university.com,Male,20,CS,,99.59,75.92,84.53,71.64,0.22,55.17,59.02,F,5.8,No,Yes,None,Medium,4,8.9
S5226,Ahmed,Johnson,student4226@university.com,Female,18,Engineering,92.98,85.39,78.5,60.41,68.54,0.19,80.5,82.18,A,20.3,No,Yes,,Low,4,6.9
S5227,Liam,Williams,student4227@university.com,Male,23,CS,98.44,80.95,88.98,85.96,95.36,7.92,81.81,59.62,A,9.6,No,Yes,,Low,2,6.9
S5228,Maria,Williams,student4228@university.com,Female,19,Mathematics,82.52,64.32,57.31,79.37,55.91,1.68,66.99,97.43,F,25.8,Yes,Yes,High School,Low,3,5.9
S5229,Liam,Davis,student4229@university.com,Male,19,Engineering,83.79,73.31,98.89,80.62,51.96,9.19,57.34,76.47,C,20.7,No,Yes,Master's,Medium,3,7.8
S5230,John,Johnson,student4230@university.com,Female,23,CS,81.25,55.2,66.37,65.3,84.25,4.26,94.3,85.41,D,29.5,Yes,Yes,,High,7,6.4
S5231,Ahmed,Johnson,student4231@university.com,Female,18,Engineering,,42.13,57.76,57.76,69.25,8.74,52.65,82.33,D,23.2,No,Yes,Bachelor's,Medium,4,7.7
S5232,Maria,Williams,student4232@university.com,Male,21,Business,57.36,90.16,60.91,81.17,88.22,4.18,85.87,65.18,D,7.3,No,No,Bachelor's,Low,3,8.4
S5233,Emma,Brown,student4233@university.com,Female,20,CS,77.19,93.79,71.18,79.31,53.43,5.3,57.0,95.06,A,9.3,No,Yes,,Medium,5,7.3
S5234,Emma,Smith,student4234@university.com,Male,22,Engineering,69.3,49.75,96.2,66.9,69.19,3.17,81.87,81.36,C,6.2,No,Yes,,Low,4,7.1
S5235,Emma,Smith,student4235@university.com,Female,19,Engineering,72.13,87.22,84.11,64.79,61.77,6.58,83.18,75.52,A,23.5,No,Yes,High School,Medium,1,7.9
S5236,Emma,Williams,student4236@university.com,Female,23,CS,76.18,84.47,74.63,67.36,86.98,3.18,90.21,76.42,C,8.2,Yes,Yes,None,Medium,6,6.5
S5237,John,Johnson,student4237@university.com,Male,22,Business,56.42,50.7,49.77,74.49,61.36,2.23,69.75,94.53,D,21.6,Yes,Yes,None,Medium,5,8.1
S5238,Liam,Davis,student4238@university.com,Female,24,CS,67.97,65.31,48.96,98.74,72.9,0.81,51.09,52.96,D,18.9,No,Yes,Master's,Low,7,4.5
S5239,Ali,Brown,student4239@university.com,Female,18,CS,53.17,65.37,70.13,88.18,90.94,0.58,90.55,69.45,D,20.8,No,Yes,High School,High,8,5.2
S5240,Maria,Williams,student4240@university.com,Male,22,Business,98.98,85.6,83.72,92.59,95.77,3.06,72.2,92.08,B,17.7,Yes,Yes,,Low,3,8.6
S5241,John,Smith,student4241@university.com,Female,22,Engineering,55.93,90.26,85.06,75.28,86.13,7.36,92.35,51.88,D,5.3,Yes,Yes,Master's,Low,4,4.9
S5242,Emma,Jones,student4242@university.com,Male,20,Business,62.93,45.69,53.55,76.31,71.46,2.06,88.8,81.96,A,11.3,Yes,Yes,PhD,High,5,6.3
S5243,Omar,Johnson,student4243@university.com,Male,18,Engineering,94.56,73.78,46.01,60.22,78.6,2.99,74.92,70.16,A,27.1,No,Yes,Master's,High,8,6.4
S5244,Liam,Jones,student4244@university.com,Male,22,Business,74.14,85.7,63.07,,84.48,9.05,99.97,60.23,F,28.2,Yes,Yes,,Low,10,6.1
S5245,Ali,Davis,student4245@university.com,Female,19,Business,56.78,87.17,95.09,71.08,93.75,6.39,73.1,80.57,C,7.4,No,No,Bachelor's,Medium,7,8.3
S5246,Omar,Williams,student4246@university.com,Female,18,CS,69.21,48.88,72.72,87.12,94.43,9.2,84.83,91.55,D,28.8,No,Yes,Bachelor's,Low,7,7.7
S5247,Ahmed,Smith,student4247@university.com,Male,19,Business,55.79,71.53,59.21,,96.55,9.11,83.49,73.37,C,21.8,Yes,Yes,Bachelor's,High,5,8.1
S5248,Omar,Brown,student4248@university.com,Female,23,Engineering,60.01,91.45,59.42,55.43,90.54,0.63,75.9,57.34,F,28.1,No,Yes,Bachelor's,Medium,4,9.0
S5249,Ahmed,Jones,student4249@university.com,Male,23,CS,52.6,59.11,47.93,58.65,57.34,9.55,79.27,65.31,D,15.0,No,Yes,,Medium,1,8.9
S5250,Ahmed,Brown,student4250@university.com,Female,24,Engineering,71.91,65.51,68.39,90.58,87.38,0.51,89.93,99.07,F,7.5,No,Yes,,Low,6,8.5
S5251,Emma,Davis,student4251@university.com,Male,21,CS,90.33,88.26,87.48,,90.73,9.26,78.58,55.55,A,12.6,No,Yes,Master's,Medium,9,6.8
S5252,Ahmed,Smith,student4252@university.com,Male,23,Business,79.3,45.36,98.11,63.22,93.89,5.47,72.51,58.04,C,22.2,No,Yes,High School,Medium,2,5.5
S5253,Sara,Jones,student4253@university.com,Female,22,Engineering,80.32,91.57,70.1,96.47,96.24,5.33,83.1,99.51,F,24.9,No,Yes,High School,Low,1,7.6
S5254,Maria,Davis,student4254@university.com,Male,18,Mathematics,60.03,58.67,50.03,82.88,75.46,7.13,51.78,94.11,D,6.3,Yes,No,None,High,10,8.7
S5255,Maria,Brown,student4255@university.com,Male,23,CS,67.19,40.09,80.98,55.72,82.75,8.79,55.46,85.36,B,17.2,No,Yes,High School,Low,5,9.0
S5256,Emma,Brown,student4256@university.com,Female,19,Engineering,92.26,54.05,85.41,57.18,50.48,6.17,56.27,57.55,A,6.6,No,Yes,PhD,High,4,7.1
S5257,Sara,Jones,student4257@university.com,Male,22,CS,54.39,45.37,44.3,63.62,78.64,4.25,71.29,62.03,F,26.6,No,Yes,,Medium,4,7.5
S5258,Omar,Smith,student4258@university.com,Male,23,Engineering,,45.54,91.01,79.7,73.66,1.12,93.59,59.01,D,16.9,Yes,Yes,Bachelor's,High,1,5.4
S5259,John,Brown,student4259@university.com,Female,20,Business,74.18,81.57,89.76,,98.12,7.89,82.16,81.55,D,27.9,No,Yes,None,Medium,1,5.0
S5260,Omar,Williams,student4260@university.com,Male,19,Business,91.86,52.84,68.35,63.72,95.09,1.28,98.63,69.94,B,7.0,No,Yes,Master's,Medium,1,7.2
S5261,Liam,Davis,student4261@university.com,Male,24,Business,65.9,96.08,73.63,93.53,89.88,7.26,52.0,52.39,D,13.3,No,Yes,Master's,Low,8,5.1
S5262,John,Jones,student4262@university.com,Male,24,Business,66.94,70.99,82.8,55.46,52.85,5.28,86.1,64.56,F,21.9,Yes,Yes,Master's,Medium,1,6.0
S5263,Ahmed,Johnson,student4263@university.com,Male,24,CS,87.58,67.61,80.6,60.38,70.1,3.86,65.71,93.03,A,12.3,No,Yes,Bachelor's,Low,5,6.5
S5264,Ali,Johnson,student4264@university.com,Male,19,CS,89.25,66.06,40.99,98.52,84.8,6.13,51.16,89.8,A,26.0,No,Yes,None,Low,10,8.7
S5265,John,Smith,student4265@university.com,Male,24,Engineering,61.48,81.56,47.35,56.74,51.48,7.72,91.3,82.15,C,29.7,Yes,Yes,High School,Low,6,8.9
S5266,Ali,Williams,student4266@university.com,Male,21,Engineering,98.64,67.14,49.76,94.41,61.79,9.41,58.13,54.28,A,12.0,No,Yes,High School,Medium,7,5.2
S5267,Maria,Brown,student4267@university.com,Male,20,CS,54.22,47.72,85.34,85.2,94.38,2.65,60.7,94.14,C,14.0,No,Yes,Bachelor's,Medium,5,4.7
S5268,Ali,Johnson,student4268@university.com,Female,21,Engineering,53.43,92.81,66.41,53.65,56.49,9.47,67.02,76.73,D,29.2,No,Yes,PhD,Low,9,5.1
S5269,Maria,Smith,student4269@university.com,Male,23,Engineering,79.78,65.7,72.73,74.19,52.57,9.61,89.42,74.73,B,14.0,Yes,No,,Low,1,6.6
S5270,Sara,Davis,student4270@university.com,Male,20,CS,,44.44,86.36,75.95,79.03,8.14,81.23,96.7,D,18.9,No,Yes,PhD,Medium,7,7.9
S5271,Sara,Williams,student4271@university.com,Female,19,Business,98.04,71.76,60.46,96.61,97.32,8.81,63.24,50.44,A,24.2,No,Yes,High School,Low,6,6.6
S5272,Emma,Williams,student4272@university.com,Male,21,Engineering,70.25,78.84,84.93,,91.73,6.92,58.42,77.79,C,16.0,Yes,Yes,Bachelor's,Medium,9,8.7
S5273,Emma,Smith,student4273@university.com,Male,22,CS,51.26,56.53,66.54,72.34,98.74,0.39,55.48,89.56,C,14.3,No,Yes,PhD,Low,6,7.2
S5274,Ahmed,Smith,student4274@university.com,Male,20,CS,,88.02,62.63,55.62,87.68,5.75,57.49,53.18,A,17.4,No,Yes,,Low,2,6.4
S5275,John,Brown,student4275@university.com,Male,19,Business,64.48,80.19,59.98,81.96,71.87,7.47,93.41,67.86,D,24.5,No,No,,Low,9,7.9
S5276,Ahmed,Smith,student4276@university.com,Male,18,Mathematics,71.65,79.02,97.9,60.54,97.33,9.42,96.13,98.87,B,12.8,Yes,Yes,Master's,Low,4,8.8
S5277,Maria,Brown,student4277@university.com,Male,20,Engineering,,65.25,86.32,53.88,71.33,5.7,98.4,60.59,A,13.8,Yes,Yes,None,Low,9,5.7
S5278,Ahmed,Brown,student4278@university.com,Female,20,CS,,97.71,41.21,99.85,67.5,7.94,91.74,76.56,C,9.7,No,Yes,,High,3,5.4
S5279,Ali,Jones,student4279@university.com,Female,23,Mathematics,74.3,56.45,97.44,63.48,72.41,7.05,94.37,87.3,C,22.5,No,Yes,None,Medium,3,5.1
S5280,Maria,Williams,student4280@university.com,Female,22,Engineering,71.32,74.66,86.53,,90.7,2.81,90.81,69.52,A,27.5,No,Yes,Bachelor's,Low,5,6.7
S5281,Emma,Davis,student4281@university.com,Female,23,Business,85.63,58.54,48.95,,95.88,1.55,97.9,70.39,A,9.6,No,Yes,High School,Medium,8,6.3
S5282,Sara,Williams,student4282@university.com,Female,24,Business,,84.69,44.58,91.08,67.88,7.51,92.28,53.16,B,5.9,No,Yes,Master's,Low,9,5.2
S5283,Emma,Williams,student4283@university.com,Male,20,CS,59.26,42.87,58.49,53.2,73.11,2.34,73.1,59.5,C,14.5,Yes,Yes,Master's,Medium,4,7.6
S5284,John,Jones,student4284@university.com,Male,20,Engineering,,42.75,77.45,55.27,94.92,2.45,66.16,94.03,D,15.3,No,Yes,Bachelor's,High,8,5.5
S5285,Maria,Brown,student4285@university.com,Male,24,CS,,88.65,76.99,54.51,52.35,6.44,79.21,90.92,F,21.1,Yes,Yes,None,Medium,10,7.8
S5286,Maria,Brown,student4286@university.com,Male,22,CS,58.95,66.06,56.55,52.35,89.19,7.89,80.41,65.23,F,7.1,No,Yes,,Medium,5,8.2
S5287,Ali,Smith,student4287@university.com,Male,22,Business,,60.47,66.74,82.97,72.71,5.82,78.75,69.09,C,25.5,No,Yes,,Low,9,8.3
S5288,John,Jones,student4288@university.com,Female,21,Business,99.72,76.45,52.71,79.42,68.83,8.85,85.34,72.02,A,19.3,No,No,None,Medium,3,4.7
S5289,Sara,Smith,student4289@university.com,Female,19,Business,82.61,82.11,43.03,83.14,72.35,2.11,84.95,67.3,A,18.6,No,Yes,None,Low,8,5.5
S5290,Omar,Jones,student4290@university.com,Male,19,Engineering,80.33,52.07,71.02,75.28,70.93,2.52,54.36,82.7,A,12.9,No,Yes,High School,Medium,5,6.6
S5291,Maria,Smith,student4291@university.com,Male,21,CS,,51.13,60.82,90.88,87.83,6.37,64.28,50.64,F,14.1,No,Yes,PhD,High,8,8.2
S5292,Maria,Johnson,student4292@university.com,Male,19,CS,65.63,97.49,72.57,77.33,96.4,8.29,94.49,94.01,D,6.4,No,Yes,Bachelor's,Medium,10,6.0
S5293,Ali,Williams,student4293@university.com,Female,20,CS,,75.38,96.79,95.94,74.57,5.39,79.5,65.03,A,23.8,Yes,Yes,Master's,High,1,7.3
S5294,Ahmed,Williams,student4294@university.com,Female,21,Engineering,98.45,63.41,48.6,74.28,91.64,0.1,66.43,93.62,A,20.1,Yes,Yes,PhD,Low,9,6.3
S5295,Liam,Davis,student4295@university.com,Male,21,Engineering,74.84,88.09,40.12,89.53,86.6,6.77,92.52,72.72,B,29.4,Yes,Yes,None,Medium,5,4.1
S5296,Sara,Brown,student4296@university.com,Female,19,CS,64.51,71.51,44.61,70.37,66.53,8.14,62.45,88.82,B,13.8,Yes,Yes,PhD,High,3,5.6
S5297,Emma,Davis,student4297@university.com,Male,18,Mathematics,88.51,54.5,67.76,71.76,79.37,2.77,70.46,91.29,A,21.7,No,No,High School,Low,2,7.8
S5298,John,Johnson,student4298@university.com,Female,19,CS,,52.4,82.42,92.45,83.34,0.54,63.81,65.06,D,28.0,Yes,Yes,High School,High,3,7.7
S5299,Maria,Davis,student4299@university.com,Female,23,Business,,63.81,74.85,,51.17,5.18,93.57,82.02,F,22.8,No,Yes,None,Low,1,8.4
S5300,Maria,Williams,student4300@university.com,Male,18,Engineering,90.95,91.59,69.69,78.25,69.8,0.42,86.41,80.37,A,6.0,No,Yes,None,High,6,7.0
S5301,Emma,Brown,student4301@university.com,Female,21,CS,56.25,43.69,61.24,86.32,99.63,4.16,73.01,73.8,D,20.8,Yes,Yes,Bachelor's,Low,7,7.8
S5302,Sara,Johnson,student4302@university.com,Female,18,Business,98.84,53.11,58.6,87.52,81.86,0.18,96.62,73.48,A,18.6,No,Yes,Master's,Low,10,6.1
S5303,Liam,Williams,student4303@university.com,Male,20,Business,99.28,93.59,62.58,79.57,66.71,2.25,96.37,65.26,A,17.5,No,Yes,,Low,7,5.7
S5304,Ahmed,Smith,student4304@university.com,Female,22,Engineering,96.84,47.3,76.7,72.4,62.5,3.89,85.58,65.51,A,18.8,No,No,PhD,Low,2,5.7
S5305,Maria,Jones,student4305@university.com,Male,18,Engineering,74.8,77.78,50.07,63.04,60.47,1.12,94.6,77.41,C,16.5,Yes,Yes,,High,3,4.8
S5306,Liam,Johnson,student4306@university.com,Female,23,CS,62.3,52.81,86.28,95.47,70.08,1.14,85.97,51.61,A,22.3,No,Yes,None,Low,4,6.2
S5307,Sara,Brown,student4307@university.com,Male,22,Engineering,79.1,76.35,74.52,68.49,59.66,8.27,81.41,96.68,D,5.4,No,Yes,PhD,Medium,10,8.1
S5308,Emma,Davis,student4308@university.com,Male,20,Mathematics,71.0,62.99,56.15,89.95,56.76,0.41,71.04,82.5,D,9.7,No,Yes,Master's,High,7,4.1
S5309,Ali,Davis,student4309@university.com,Female,23,CS,60.3,46.1,70.07,,68.2,6.89,63.67,72.17,F,14.1,Yes,Yes,,High,10,6.9
S5310,Ahmed,Johnson,student4310@university.com,Female,24,CS,71.18,74.95,97.77,61.61,80.35,8.14,53.01,53.09,B,16.3,No,Yes,,High,8,4.9
S5311,John,Brown,student4311@university.com,Male,22,Mathematics,,80.98,41.23,67.28,57.32,1.31,90.04,81.5,B,8.3,No,Yes,None,High,9,7.7
S5312,Maria,Johnson,student4312@university.com,Female,24,CS,53.55,80.82,51.97,,52.22,1.95,56.11,50.89,F,25.5,Yes,Yes,Master's,Low,6,4.7
S5313,Sara,Brown,student4313@university.com,Female,20,Engineering,66.67,78.22,66.9,65.97,51.73,6.41,70.52,83.99,A,28.2,No,Yes,Bachelor's,High,7,4.8
S5314,Ali,Davis,student4314@university.com,Female,22,Engineering,50.89,70.01,78.31,52.07,63.37,3.16,61.73,53.63,D,23.8,Yes,Yes,Bachelor's,Low,8,4.2
S5315,John,Williams,student4315@university.com,Male,22,Engineering,87.47,71.17,52.73,58.69,59.51,4.76,72.73,82.81,B,28.2,No,Yes,High School,Low,7,6.2
S5316,Omar,Smith,student4316@university.com,Male,19,Engineering,,78.14,95.88,62.96,76.96,8.36,65.75,70.29,D,23.6,No,Yes,None,Low,7,7.2
S5317,Sara,Williams,student4317@university.com,Male,23,CS,53.13,81.42,78.55,58.8,72.79,1.38,91.48,83.13,F,16.0,No,No,,Medium,9,5.4
S5318,Sara,Smith,student4318@university.com,Female,23,CS,,79.29,92.65,60.19,66.24,6.2,98.91,56.92,D,14.8,No,Yes,Master's,Low,10,4.2
S5319,John,Davis,student4319@university.com,Female,18,Business,51.13,75.22,59.76,88.45,91.68,9.42,97.08,55.87,F,9.2,No,Yes,Master's,Low,6,8.7
S5320,Ali,Williams,student4320@university.com,Male,24,Business,79.5,49.35,89.74,70.6,75.25,0.57,81.12,62.37,A,7.2,No,Yes,Bachelor's,Medium,1,8.3
S5321,Omar,Williams,student4321@university.com,Male,24,Engineering,88.82,52.64,62.69,,54.58,0.6,98.96,70.58,B,10.5,Yes,No,None,Medium,3,6.3
S5322,Liam,Johnson,student4322@university.com,Female,23,Engineering,89.39,55.61,55.17,98.33,64.79,5.55,70.04,62.65,A,18.3,Yes,Yes,,Low,5,8.1
S5323,Liam,Jones,student4323@university.com,Female,23,CS,51.71,95.18,94.7,72.34,98.67,9.6,76.12,54.1,F,8.4,No,Yes,Bachelor's,Medium,9,8.0
S5324,Emma,Davis,student4324@university.com,Female,22,CS,95.32,85.56,45.53,96.38,98.85,2.2,62.84,66.25,A,28.8,No,Yes,None,Low,1,6.8
S5325,Ali,Brown,student4325@university.com,Female,24,Business,,73.17,96.57,64.95,62.73,3.31,94.9,85.29,B,10.5,No,Yes,High School,Medium,2,6.6
S5326,Ahmed,Davis,student4326@university.com,Male,21,Engineering,78.07,55.12,67.51,70.03,58.36,0.99,58.99,79.15,B,25.8,No,Yes,,Medium,3,7.3
S5327,Maria,Brown,student4327@university.com,Female,19,CS,74.1,46.65,99.56,69.81,74.78,3.62,80.52,98.17,B,25.5,No,Yes,High School,High,4,7.6
S5328,John,Brown,student4328@university.com,Female,18,CS,52.24,93.93,72.38,77.3,74.07,0.44,89.97,71.8,C,8.5,No,Yes,None,High,6,8.1
S5329,Emma,Smith,student4329@university.com,Male,19,CS,78.1,93.56,85.45,79.21,70.51,3.89,79.77,66.64,D,22.8,No,Yes,,Low,7,6.9
S5330,Omar,Brown,student4330@university.com,Male,18,CS,70.47,46.64,40.42,62.41,76.47,5.55,53.94,84.68,A,25.6,Yes,Yes,None,Low,7,7.7
S5331,John,Brown,student4331@university.com,Female,20,Business,88.64,87.83,69.8,89.68,61.61,9.75,80.57,70.6,A,27.1,No,No,Master's,High,2,4.9
S5332,John,Johnson,student4332@university.com,Male,22,Mathematics,,66.8,84.25,74.83,55.75,8.18,88.35,80.92,C,28.8,Yes,Yes,Bachelor's,Medium,3,7.7
S5333,Ali,Williams,student4333@university.com,Female,23,Business,84.18,59.44,86.97,50.35,78.52,8.22,59.39,97.31,D,28.3,Yes,Yes,,Medium,1,4.3
S5334,Maria,Davis,student4334@university.com,Female,23,Mathematics,55.07,84.35,49.48,79.57,96.63,2.28,86.85,74.96,D,12.8,No,Yes,None,Medium,1,7.3
S5335,Ahmed,Davis,student4335@university.com,Male,21,Mathematics,56.65,76.86,65.14,89.9,56.89,0.87,93.93,74.91,D,11.7,No,Yes,High School,Medium,6,7.6
S5336,Liam,Brown,student4336@university.com,Male,24,Engineering,56.99,86.8,65.14,62.52,85.24,6.03,99.32,88.76,D,14.9,Yes,Yes,Master's,Low,4,8.8
S5337,Sara,Jones,student4337@university.com,Female,24,CS,52.28,44.46,46.22,51.89,71.89,5.21,70.5,87.8,D,16.6,No,Yes,Bachelor's,Medium,10,6.1
S5338,Sara,Davis,student4338@university.com,Male,19,Business,77.07,59.12,66.58,90.36,64.7,5.17,51.26,75.81,B,10.8,No,Yes,,High,4,4.6
S5339,John,Brown,student4339@university.com,Female,19,CS,89.7,59.16,88.43,98.81,92.66,1.09,70.95,53.24,A,7.2,No,Yes,PhD,Low,9,5.7
S5340,Liam,Smith,student4340@university.com,Female,19,CS,80.52,59.79,58.01,53.83,72.82,4.94,83.01,99.04,F,21.4,Yes,Yes,None,Low,8,6.1
S5341,Liam,Smith,student4341@university.com,Female,24,CS,78.75,70.15,65.95,96.9,79.17,1.5,94.57,68.87,F,9.4,No,No,High School,Medium,3,7.8
S5342,Maria,Smith,student4342@university.com,Male,23,Engineering,84.03,56.98,97.66,67.96,72.15,4.22,96.91,65.84,C,27.9,No,Yes,PhD,High,3,4.9
S5343,Omar,Brown,student4343@university.com,Female,24,CS,66.98,66.66,41.9,97.07,54.06,0.62,95.48,99.08,A,12.2,No,Yes,,High,8,4.8
S5344,Omar,Johnson,student4344@university.com,Female,19,CS,68.1,62.07,75.49,82.44,79.75,8.57,82.9,93.61,D,9.9,No,Yes,Master's,Medium,2,5.1
S5345,Emma,Jones,student4345@university.com,Female,22,Engineering,65.71,84.12,84.61,94.51,70.94,0.13,84.13,66.51,D,9.9,No,Yes,High School,Medium,10,5.2
S5346,Ali,Brown,student4346@university.com,Male,18,Business,85.61,76.21,85.65,89.29,54.34,9.39,50.12,65.42,B,12.2,No,Yes,Master's,High,5,8.6
S5347,Maria,Johnson,student4347@university.com,Female,23,Engineering,58.08,79.22,82.96,51.4,79.79,8.63,68.19,86.05,D,20.3,No,Yes,None,Low,6,4.8
S5348,Maria,Johnson,student4348@university.com,Female,22,Business,50.65,52.64,83.59,53.27,50.49,7.53,95.34,66.72,F,29.5,No,No,Bachelor's,High,5,6.1
S5349,Ali,Davis,student4349@university.com,Female,20,CS,79.81,59.53,43.54,76.29,60.43,9.83,84.48,62.57,B,17.2,No,Yes,PhD,Low,1,6.0
S5350,Liam,Brown,student4350@university.com,Male,22,CS,97.12,41.27,72.05,56.48,89.05,0.54,73.4,98.98,B,20.0,No,Yes,High School,Medium,5,4.6
S5351,Omar,Brown,student4351@university.com,Female,22,Engineering,80.47,46.5,86.98,73.05,51.9,6.42,55.21,78.29,B,26.1,Yes,Yes,None,High,9,4.5
S5352,Omar,Johnson,student4352@university.com,Female,20,Engineering,89.15,55.9,45.64,97.73,82.33,8.49,62.32,88.12,A,13.4,No,Yes,High School,Medium,10,8.5
S5353,Liam,Johnson,student4353@university.com,Male,22,Engineering,83.64,43.93,40.72,,97.49,1.27,77.75,85.65,F,9.5,Yes,Yes,PhD,Low,2,8.2
S5354,Omar,Johnson,student4354@university.com,Male,18,Business,74.87,76.16,88.87,74.45,58.56,5.85,94.88,87.78,B,15.8,No,No,Bachelor's,High,3,8.7
S5355,John,Davis,student4355@university.com,Female,23,Business,85.92,99.89,82.74,69.21,70.86,3.94,54.79,95.17,A,13.0,No,Yes,,Medium,6,5.6
S5356,Maria,Brown,student4356@university.com,Female,21,Mathematics,91.21,46.05,64.73,81.49,78.77,4.36,57.69,75.04,A,26.7,Yes,No,PhD,Low,3,6.6
S5357,Sara,Johnson,student4357@university.com,Female,24,CS,61.24,89.27,96.42,59.69,72.52,9.13,82.75,87.67,B,29.4,Yes,Yes,None,Low,6,5.3
S5358,Ali,Smith,student4358@university.com,Male,20,CS,,47.13,86.0,,81.02,5.39,64.71,89.84,D,22.2,No,Yes,High School,Low,7,6.0
S5359,Omar,Brown,student4359@university.com,Male,23,Engineering,61.19,80.19,98.07,92.94,70.2,0.93,58.49,97.32,A,21.3,No,Yes,,Low,3,8.0
S5360,Emma,Davis,student4360@university.com,Female,19,CS,72.61,78.59,95.76,90.57,57.43,9.37,58.92,85.65,D,22.9,Yes,Yes,PhD,Medium,4,6.4
S5361,Omar,Smith,student4361@university.com,Male,18,CS,,94.16,68.88,89.46,54.45,1.85,74.63,94.63,C,16.7,No,Yes,PhD,Medium,6,4.5
S5362,Omar,Williams,student4362@university.com,Female,21,CS,67.26,46.84,85.28,88.55,87.22,8.93,79.19,54.75,B,20.7,Yes,Yes,Bachelor's,High,1,4.0
S5363,Ahmed,Brown,student4363@university.com,Female,18,CS,,58.93,80.15,72.97,61.93,9.71,95.22,56.3,B,6.8,Yes,Yes,PhD,Medium,1,5.2
S5364,John,Williams,student4364@university.com,Male,18,CS,93.02,45.45,88.69,86.44,92.37,8.78,76.49,57.92,A,17.3,No,Yes,,Low,5,4.9
S5365,Ali,Johnson,student4365@university.com,Female,19,CS,75.77,64.44,87.26,69.36,87.15,6.77,84.56,57.24,A,13.3,Yes,Yes,PhD,Low,8,8.0
S5366,Ahmed,Davis,student4366@university.com,Male,21,Engineering,76.77,94.7,49.19,55.04,52.47,7.44,59.03,54.38,F,6.3,No,Yes,,Low,1,7.3
S5367,Ahmed,Johnson,student4367@university.com,Male,24,Engineering,93.04,86.89,54.02,,60.06,7.0,85.67,56.13,A,18.6,No,Yes,Bachelor's,High,1,8.2
S5368,Emma,Davis,student4368@university.com,Female,18,Business,74.53,83.37,55.94,57.93,64.6,4.61,82.43,99.8,C,14.0,Yes,Yes,,Low,1,6.1
S5369,Maria,Jones,student4369@university.com,Male,19,Engineering,84.08,71.98,89.11,69.54,79.72,2.74,60.81,63.61,A,19.8,Yes,Yes,None,Medium,10,6.9
S5370,Emma,Johnson,student4370@university.com,Female,20,CS,54.28,93.01,88.64,64.87,90.49,2.85,83.47,73.9,F,17.8,No,Yes,,Medium,1,6.1
S5371,Maria,Williams,student4371@university.com,Male,19,CS,58.93,66.97,69.72,79.96,53.02,7.31,60.57,91.08,C,11.9,No,No,None,High,9,5.1
S5372,Maria,Davis,student4372@university.com,Female,22,CS,70.22,48.98,74.85,68.08,62.48,6.26,79.68,55.92,B,18.5,No,Yes,Master's,Low,2,7.2
S5373,Ali,Johnson,student4373@university.com,Female,23,Business,74.74,90.26,89.62,85.28,68.81,5.85,83.44,65.87,B,14.5,No,Yes,None,Low,6,5.9
S5374,Omar,Brown,student4374@university.com,Female,19,Business,98.29,56.78,58.76,75.61,59.17,6.53,84.67,57.96,A,28.0,No,Yes,PhD,Low,2,5.2
S5375,Ali,Davis,student4375@university.com,Male,19,CS,98.53,43.22,43.01,95.97,77.26,7.75,95.46,53.13,A,14.4,No,Yes,Master's,Low,5,8.7
S5376,John,Davis,student4376@university.com,Female,19,CS,92.56,47.56,68.96,,73.9,7.48,97.39,98.04,B,6.0,Yes,Yes,None,Medium,5,4.5
S5377,Maria,Johnson,student4377@university.com,Male,24,Mathematics,65.78,76.54,94.82,84.39,65.82,1.05,90.51,92.92,D,24.1,No,Yes,,Medium,9,7.9
S5378,Ahmed,Jones,student4378@university.com,Male,18,Engineering,98.2,76.42,87.43,,75.84,3.63,93.94,93.96,A,29.1,No,Yes,Bachelor's,Medium,4,6.7
S5379,Omar,Johnson,student4379@university.com,Male,24,Business,,55.61,62.0,,67.79,2.64,50.97,93.43,C,9.2,No,Yes,None,Low,6,7.8
S5380,Sara,Williams,student4380@university.com,Male,21,CS,69.65,83.63,43.89,68.58,67.16,5.38,68.13,57.73,A,29.3,Yes,Yes,None,Medium,4,4.4
S5381,John,Williams,student4381@university.com,Male,19,CS,85.08,86.42,78.22,65.27,63.27,0.61,51.99,89.25,A,20.4,No,Yes,Bachelor's,Low,6,6.0
S5382,Ali,Davis,student4382@university.com,Female,19,Business,50.83,95.23,90.07,,77.02,7.62,61.24,86.39,D,26.2,No,Yes,Master's,High,3,8.0
S5383,Emma,Davis,student4383@university.com,Male,22,Engineering,57.31,75.1,79.9,63.26,72.21,1.07,69.09,96.27,D,16.8,Yes,Yes,Master's,High,4,8.1
S5384,John,Johnson,student4384@university.com,Female,22,Engineering,91.48,86.77,65.5,75.09,59.82,2.71,93.38,60.97,A,20.6,No,Yes,,Medium,9,7.9
S5385,John,Williams,student4385@university.com,Female,20,Engineering,82.28,85.19,47.4,,50.65,7.83,75.59,70.7,D,26.0,Yes,Yes,PhD,Low,1,7.7
S5386,Omar,Williams,student4386@university.com,Male,20,Engineering,68.21,55.47,94.65,,57.55,0.52,82.44,64.75,B,29.6,No,Yes,PhD,High,7,5.9
S5387,John,Jones,student4387@university.com,Female,22,Business,75.03,58.61,56.56,57.89,52.14,6.6,68.14,62.9,F,9.6,No,Yes,High School,High,3,7.6
S5388,John,Brown,student4388@university.com,Female,21,CS,95.26,68.71,53.46,63.61,71.58,9.24,80.15,82.62,B,27.5,No,Yes,Bachelor's,Low,9,4.5
S5389,Sara,Jones,student4389@university.com,Male,20,CS,81.58,41.14,88.96,55.05,61.25,6.18,90.78,58.2,B,21.7,No,Yes,Master's,Medium,7,4.8
S5390,Liam,Smith,student4390@university.com,Female,23,Business,69.91,57.84,98.87,96.33,71.02,7.13,65.06,73.24,C,28.7,No,Yes,High School,Low,2,6.7
S5391,Emma,Jones,student4391@university.com,Male,23,CS,56.02,68.43,79.61,93.63,66.47,7.92,96.61,82.33,D,13.0,No,Yes,PhD,Low,5,6.7
S5392,Emma,Johnson,student4392@university.com,Male,21,Engineering,,46.48,77.49,65.42,76.9,2.22,60.67,56.52,D,11.1,Yes,Yes,Bachelor's,Low,1,6.4
S5393,Emma,Brown,student4393@university.com,Male,22,Business,98.92,47.58,59.17,62.35,86.19,5.81,95.97,62.85,A,14.1,Yes,Yes,PhD,Medium,1,7.7
S5394,Maria,Johnson,student4394@university.com,Female,20,Mathematics,71.87,67.79,41.22,95.27,73.97,3.09,51.41,98.37,D,27.1,No,Yes,,Low,7,6.8
S5395,Ahmed,Smith,student4395@university.com,Female,19,Engineering,73.59,83.86,51.51,50.09,53.1,2.49,77.14,89.77,A,16.5,No,Yes,PhD,Low,7,4.3
S5396,Liam,Brown,student4396@university.com,Female,22,Engineering,74.93,90.02,75.07,80.03,50.88,1.92,99.26,83.85,B,28.8,No,No,,Low,8,8.4
S5397,Emma,Davis,student4397@university.com,Female,20,Business,94.21,72.78,49.08,95.8,60.66,5.85,80.49,92.8,A,11.1,No,Yes,Master's,Low,8,7.1
S5398,John,Williams,student4398@university.com,Male,21,Business,80.2,68.48,93.03,,71.25,7.95,77.74,50.7,D,10.5,No,Yes,Bachelor's,Medium,7,8.5
S5399,John,Jones,student4399@university.com,Male,23,Business,84.68,63.06,51.29,50.15,52.25,8.76,84.12,50.3,F,22.0,No,Yes,Master's,Medium,3,6.1
S5400,Emma,Johnson,student4400@university.com,Female,21,Engineering,69.47,51.58,71.33,60.94,66.39,4.29,64.47,57.7,B,12.3,No,Yes,Bachelor's,Low,3,4.0
S5401,Omar,Smith,student4401@university.com,Male,20,CS,51.45,48.79,70.72,96.12,94.35,3.73,52.7,74.76,D,8.2,Yes,Yes,Bachelor's,Low,2,7.8
S5402,Emma,Williams,student4402@university.com,Female,21,Engineering,96.55,87.51,76.24,50.85,54.5,6.87,62.55,78.5,A,14.4,No,Yes,Master's,Medium,1,6.8
S5403,John,Jones,student4403@university.com,Male,20,Business,97.46,67.9,59.65,69.74,97.43,7.8,58.81,55.68,B,11.7,No,Yes,,High,8,4.1
S5404,Maria,Williams,student4404@university.com,Male,20,Business,97.46,87.42,92.41,89.49,92.83,2.53,96.18,53.61,A,15.3,No,Yes,Bachelor's,Medium,6,6.9
S5405,Ali,Jones,student4405@university.com,Male,21,CS,,82.24,66.66,,91.59,2.97,92.61,91.42,F,9.7,No,Yes,Bachelor's,Low,5,8.7
S5406,Ali,Davis,student4406@university.com,Male,18,Engineering,90.76,51.63,82.01,73.88,93.18,5.33,65.89,73.22,B,28.9,Yes,Yes,High School,Medium,1,5.0
S5407,Liam,Brown,student4407@university.com,Male,19,Engineering,84.23,70.62,78.15,61.62,54.0,4.44,91.8,99.62,B,25.0,Yes,Yes,PhD,Low,5,5.4
S5408,Liam,Williams,student4408@university.com,Female,22,Mathematics,92.23,66.64,47.03,79.99,57.56,7.06,60.59,61.47,A,26.0,No,Yes,High School,Low,10,7.2
S5409,Emma,Williams,student4409@university.com,Female,23,Engineering,80.03,65.43,77.36,63.19,56.72,5.04,59.98,82.36,F,12.4,No,Yes,Bachelor's,Medium,8,8.1
S5410,Sara,Williams,student4410@university.com,Male,19,Engineering,,72.55,73.04,62.76,55.56,1.12,88.38,90.22,A,26.4,Yes,Yes,Bachelor's,Low,8,7.2
S5411,Emma,Brown,student4411@university.com,Female,22,CS,69.56,98.92,93.92,90.38,66.39,1.66,66.35,93.63,B,19.8,No,Yes,,High,10,7.4
S5412,Omar,Smith,student4412@university.com,Male,22,Engineering,98.56,88.77,92.85,57.71,91.51,9.02,53.24,65.32,B,6.4,Yes,Yes,None,High,6,5.6
S5413,Emma,Jones,student4413@university.com,Male,23,CS,67.56,94.22,49.06,50.28,62.6,2.27,86.0,59.66,C,8.8,Yes,Yes,High School,Low,2,4.1
S5414,Liam,Davis,student4414@university.com,Male,19,Business,,41.78,44.9,66.84,62.21,0.5,99.48,61.3,A,16.1,No,Yes,PhD,High,2,8.2
S5415,Ali,Williams,student4415@university.com,Male,23,Business,54.66,48.42,57.68,74.55,83.79,7.31,78.3,83.34,C,14.8,No,Yes,None,Low,2,9.0
S5416,John,Brown,student4416@university.com,Female,20,Engineering,66.71,45.09,99.2,85.25,54.85,6.84,63.18,76.12,F,24.9,No,Yes,Master's,Medium,8,8.3
S5417,Emma,Smith,student4417@university.com,Male,23,Engineering,67.55,55.79,41.29,89.06,68.01,6.0,68.65,79.95,C,26.8,No,Yes,Bachelor's,Medium,8,6.0
S5418,John,Jones,student4418@university.com,Female,21,Business,52.58,66.51,80.37,83.18,64.77,5.02,82.43,51.03,F,26.6,Yes,Yes,None,Medium,8,5.8
S5419,John,Brown,student4419@university.com,Male,18,CS,55.95,78.52,76.51,81.33,92.37,9.7,85.07,69.55,D,14.4,Yes,No,Master's,Low,1,8.8
S5420,Sara,Davis,student4420@university.com,Male,18,CS,,70.05,78.79,83.29,75.73,1.2,94.32,65.51,A,20.9,Yes,No,,High,9,8.9
S5421,John,Davis,student4421@university.com,Female,18,Mathematics,,94.19,53.1,63.58,82.32,5.1,95.44,93.19,F,17.4,No,Yes,None,Low,10,7.1
S5422,Ali,Jones,student4422@university.com,Male,19,Business,53.17,96.39,53.6,,56.45,5.64,93.06,88.81,F,27.2,Yes,Yes,Bachelor's,Medium,4,6.6
S5423,Maria,Williams,student4423@university.com,Male,19,Business,64.94,49.81,65.84,80.82,96.45,0.22,82.42,71.48,A,27.2,No,Yes,High School,Medium,9,6.6
S5424,Maria,Davis,student4424@university.com,Female,20,CS,50.51,91.17,45.75,53.28,66.12,4.12,72.49,81.53,F,6.3,Yes,Yes,Bachelor's,High,7,5.0
S5425,Ahmed,Smith,student4425@university.com,Female,24,CS,84.78,68.9,44.48,,85.34,7.83,83.97,52.38,C,19.3,No,Yes,,Medium,3,7.6
S5426,Omar,Brown,student4426@university.com,Female,18,CS,81.02,67.2,45.3,70.32,97.73,4.71,83.33,81.86,F,17.6,No,Yes,PhD,Medium,10,4.9
S5427,Emma,Smith,student4427@university.com,Male,20,CS,82.25,87.1,74.38,76.67,75.43,8.75,60.9,54.86,F,24.3,No,Yes,Bachelor's,Low,10,5.0
S5428,Omar,Williams,student4428@university.com,Male,24,Business,68.72,45.59,63.86,74.32,75.38,6.45,75.38,85.7,F,9.9,No,Yes,None,Medium,3,7.4
S5429,Ali,Smith,student4429@university.com,Female,18,CS,60.41,92.95,57.62,85.91,55.86,7.66,60.41,78.69,A,22.4,Yes,Yes,Master's,Medium,2,8.3
S5430,John,Smith,student4430@university.com,Female,19,Business,86.02,80.25,58.95,73.67,69.51,8.04,94.96,65.02,A,23.5,Yes,Yes,Master's,Medium,7,7.3
S5431,Maria,Johnson,student4431@university.com,Male,24,CS,,92.52,52.44,,92.62,6.9,66.16,68.54,C,5.7,No,Yes,PhD,Low,8,6.4
S5432,Omar,Smith,student4432@university.com,Male,21,CS,56.93,99.67,64.69,69.02,56.76,7.49,90.27,54.5,F,15.8,Yes,Yes,PhD,Low,1,7.5
S5433,Ali,Jones,student4433@university.com,Female,21,Mathematics,74.34,71.08,52.18,76.27,95.88,6.95,68.86,66.14,C,29.5,Yes,Yes,None,Low,7,6.3
S5434,Maria,Brown,student4434@university.com,Female,21,CS,62.44,45.6,81.88,50.16,83.37,5.5,88.19,98.34,F,12.5,No,Yes,,Medium,2,7.3
S5435,John,Johnson,student4435@university.com,Female,23,CS,,49.99,47.44,65.52,71.05,5.67,61.05,74.31,C,27.1,No,Yes,PhD,High,7,7.9
S5436,Omar,Brown,student4436@university.com,Female,21,CS,86.72,59.42,96.89,,77.32,1.9,88.19,73.71,A,19.7,No,Yes,,Medium,6,4.1
S5437,Maria,Brown,student4437@university.com,Male,22,CS,76.9,46.21,45.39,66.68,57.52,8.27,58.98,81.46,D,12.4,No,Yes,Bachelor's,Medium,9,5.1
S5438,Emma,Williams,student4438@university.com,Male,18,Engineering,60.81,88.92,96.61,62.66,60.87,3.12,74.54,74.22,A,25.9,No,Yes,,High,7,7.5
S5439,Liam,Williams,student4439@university.com,Male,21,CS,65.5,57.81,90.0,77.18,64.32,5.36,55.68,67.78,F,29.8,No,Yes,High School,Medium,9,6.0
S5440,Emma,Johnson,student4440@university.com,Male,24,Engineering,98.33,98.55,80.84,,69.24,2.5,76.39,56.98,A,23.6,No,Yes,PhD,Low,5,6.6
S5441,Ahmed,Davis,student4441@university.com,Female,22,Business,92.43,82.16,94.74,76.58,95.78,6.96,91.04,81.52,A,6.5,Yes,No,Bachelor's,Medium,6,7.4
S5442,Ahmed,Williams,student4442@university.com,Male,22,Engineering,94.0,50.41,48.35,65.18,68.38,9.75,87.78,87.45,A,6.3,No,Yes,,Medium,6,6.6
S5443,Maria,Williams,student4443@university.com,Female,22,CS,73.0,68.56,50.58,69.16,76.19,8.02,52.54,96.16,D,17.3,No,Yes,Master's,High,3,8.2
S5444,Liam,Williams,student4444@university.com,Male,20,Engineering,81.19,68.01,55.13,89.57,58.1,6.19,74.61,50.15,C,5.2,No,No,PhD,High,3,5.9
S5445,Ali,Brown,student4445@university.com,Male,24,CS,68.84,69.55,54.69,,86.8,5.68,92.61,53.33,F,21.9,No,Yes,Master's,High,1,7.5
S5446,Emma,Johnson,student4446@university.com,Male,20,Engineering,53.89,72.14,58.65,72.31,78.01,4.9,82.51,94.97,F,5.4,Yes,No,,Low,4,6.1
S5447,Ali,Brown,student4447@university.com,Female,22,Engineering,70.05,41.87,74.54,78.88,72.0,2.05,52.96,81.56,C,29.3,No,Yes,Master's,Low,3,6.6
S5448,Liam,Jones,student4448@university.com,Male,23,CS,79.7,81.18,41.69,88.34,97.36,3.48,66.28,97.9,B,27.0,Yes,No,PhD,Medium,7,4.6
S5449,Ali,Brown,student4449@university.com,Female,21,Business,64.36,69.23,62.94,87.29,94.53,4.06,77.83,71.54,B,25.4,No,Yes,,Low,6,8.2
S5450,Liam,Jones,student4450@university.com,Female,18,Mathematics,92.4,87.46,54.78,59.27,82.98,9.45,58.63,70.83,B,25.3,No,Yes,High School,Medium,9,5.6
S5451,Maria,Smith,student4451@university.com,Male,24,Business,57.56,88.92,76.4,,96.09,4.26,84.1,67.21,C,25.9,No,Yes,Bachelor's,Medium,10,5.5
S5452,Ali,Smith,student4452@university.com,Female,23,CS,68.36,53.83,99.11,67.41,78.24,5.86,81.74,57.14,C,15.9,No,Yes,High School,Medium,3,4.4
S5453,Emma,Jones,student4453@university.com,Male,19,Engineering,56.25,42.91,71.06,59.38,91.35,9.22,60.12,68.93,C,24.8,No,Yes,Bachelor's,Medium,6,6.5
S5454,John,Jones,student4454@university.com,Female,20,Mathematics,70.24,82.19,65.54,50.61,70.47,5.18,77.52,50.73,C,14.2,Yes,Yes,High School,Medium,9,6.1
S5455,Ahmed,Brown,student4455@university.com,Male,21,CS,51.98,98.67,62.09,58.7,54.34,2.51,90.59,75.47,C,26.2,Yes,Yes,PhD,Medium,10,4.5
S5456,John,Jones,student4456@university.com,Female,21,Business,63.63,66.8,87.1,90.41,99.71,3.81,68.74,92.36,B,20.4,No,Yes,PhD,Medium,3,7.8
S5457,Ali,Johnson,student4457@university.com,Female,19,CS,70.04,55.58,44.32,77.3,58.28,3.76,62.35,66.06,D,14.0,No,Yes,Master's,High,9,4.3
S5458,John,Smith,student4458@university.com,Male,19,CS,,49.4,97.59,67.08,62.58,7.15,85.06,54.73,C,23.6,Yes,Yes,Bachelor's,High,3,4.7
S5459,Emma,Smith,student4459@university.com,Male,24,Business,77.18,57.25,65.08,80.42,58.16,2.96,53.54,98.69,B,11.1,No,Yes,None,Low,1,6.3
S5460,Emma,Davis,student4460@university.com,Male,21,Business,63.75,59.68,58.82,,66.87,7.3,91.63,56.45,A,29.1,No,Yes,PhD,High,3,5.8
S5461,Ali,Jones,student4461@university.com,Male,19,Business,76.15,65.43,98.44,67.72,64.46,8.89,97.17,76.43,B,21.6,Yes,Yes,Bachelor's,Low,5,5.4
S5462,Maria,Williams,student4462@university.com,Female,21,Mathematics,75.45,79.32,96.15,73.3,80.06,3.36,98.24,90.46,F,15.0,Yes,Yes,PhD,Medium,8,6.8
S5463,John,Williams,student4463@university.com,Female,23,CS,65.81,56.39,78.52,53.21,99.82,1.35,71.63,62.62,C,18.8,No,Yes,None,High,1,6.6
S5464,Maria,Jones,student4464@university.com,Female,24,CS,91.51,43.06,41.11,79.85,52.63,6.39,81.16,92.07,B,23.4,Yes,Yes,Bachelor's,Medium,4,6.2
S5465,Maria,Johnson,student4465@university.com,Female,19,Mathematics,77.28,62.4,84.91,67.82,88.92,3.61,92.87,77.85,B,24.9,Yes,Yes,Master's,Low,10,7.9
S5466,Liam,Williams,student4466@university.com,Male,23,CS,66.61,91.34,60.13,71.68,56.4,5.34,61.17,66.6,B,29.4,No,Yes,Bachelor's,Medium,8,6.5
S5467,Sara,Davis,student4467@university.com,Female,23,Engineering,97.37,69.9,63.3,71.13,50.99,6.34,51.39,93.28,A,10.2,No,Yes,,High,6,8.9
S5468,Ali,Jones,student4468@university.com,Male,19,Engineering,92.26,97.89,49.52,81.62,81.93,4.08,69.23,81.1,A,17.6,No,Yes,,Medium,4,8.0
S5469,Ahmed,Johnson,student4469@university.com,Female,24,CS,99.13,70.22,71.41,78.62,93.67,9.25,94.22,80.77,A,7.3,No,Yes,PhD,High,3,4.5
S5470,Emma,Johnson,student4470@university.com,Male,21,CS,84.61,56.55,84.67,71.11,58.81,4.0,75.25,75.2,B,7.1,No,Yes,Master's,Medium,1,5.4
S5471,Emma,Brown,student4471@university.com,Male,22,Engineering,68.91,51.6,56.38,50.85,67.08,3.07,76.51,63.74,D,7.6,Yes,Yes,PhD,High,10,6.7
S5472,Ali,Johnson,student4472@university.com,Male,21,Business,64.04,81.67,96.32,81.05,58.44,8.86,84.57,65.24,C,11.5,No,Yes,None,Low,8,6.3
S5473,Liam,Williams,student4473@university.com,Male,18,Business,83.17,72.18,51.68,93.98,95.33,1.36,78.73,54.4,B,22.4,No,Yes,,Medium,2,4.2
S5474,Omar,Williams,student4474@university.com,Male,19,Engineering,99.04,76.24,43.98,88.48,63.52,1.24,52.72,62.19,B,26.5,No,Yes,High School,Low,7,6.6
S5475,Omar,Jones,student4475@university.com,Female,20,Engineering,81.34,85.31,78.66,99.08,72.24,9.36,78.04,63.89,B,15.9,No,Yes,None,Medium,3,7.0
S5476,Omar,Jones,student4476@university.com,Male,24,CS,94.08,83.55,90.96,56.95,94.74,2.09,82.4,52.94,A,18.9,Yes,Yes,PhD,Low,5,6.3
S5477,Liam,Johnson,student4477@university.com,Female,19,CS,66.46,42.6,97.19,61.13,77.64,1.48,82.08,55.52,B,10.2,Yes,Yes,Master's,Low,6,8.3
S5478,Ahmed,Davis,student4478@university.com,Female,18,Engineering,,88.15,86.03,76.96,96.64,5.35,86.42,63.51,A,24.8,No,Yes,PhD,High,3,6.8
S5479,Emma,Smith,student4479@university.com,Male,23,CS,95.31,71.96,51.98,61.79,96.32,0.47,76.0,83.86,B,27.2,No,Yes,,Medium,6,7.9
S5480,Ali,Brown,student4480@university.com,Female,20,CS,87.84,63.5,98.66,51.73,73.08,6.2,95.0,59.21,A,17.1,No,Yes,,Low,7,6.9
S5481,Liam,Smith,student4481@university.com,Female,20,Engineering,,72.25,95.17,70.11,79.12,4.53,73.21,76.09,C,9.0,No,No,Bachelor's,Medium,10,8.5
S5482,Emma,Johnson,student4482@university.com,Female,21,Engineering,88.74,76.75,49.79,64.38,61.52,6.4,75.91,75.4,B,5.1,No,Yes,High School,Medium,7,5.1
S5483,Maria,Johnson,student4483@university.com,Male,22,CS,72.43,48.97,73.53,63.19,99.53,2.84,89.02,91.7,F,18.4,Yes,Yes,,Medium,2,8.2
S5484,John,Smith,student4484@university.com,Male,21,Engineering,76.55,65.04,73.33,97.66,63.92,9.05,91.66,80.46,F,17.4,Yes,Yes,,Medium,2,6.2
S5485,John,Brown,student4485@university.com,Male,24,Engineering,95.03,60.14,66.55,61.92,89.17,2.71,82.42,95.85,A,28.1,No,No,PhD,Medium,3,7.5
S5486,Liam,Smith,student4486@university.com,Male,20,CS,77.58,61.02,99.06,56.47,65.65,6.38,56.32,81.41,C,5.9,No,Yes,Bachelor's,Low,7,6.8
S5487,Emma,Jones,student4487@university.com,Female,20,Mathematics,62.77,45.48,43.58,56.27,65.65,9.45,66.6,51.28,C,8.7,Yes,Yes,High School,Medium,1,4.5
S5488,Sara,Williams,student4488@university.com,Female,22,CS,71.78,49.59,77.63,90.32,55.19,4.01,51.01,69.07,D,9.9,No,Yes,,Medium,8,6.2
S5489,Ahmed,Davis,student4489@university.com,Female,24,Business,,49.71,52.32,85.74,77.99,1.61,64.77,84.95,A,18.7,No,Yes,,Medium,4,7.4
S5490,Omar,Jones,student4490@university.com,Female,19,CS,54.84,62.39,71.64,56.47,62.24,0.68,78.51,73.76,D,12.1,Yes,Yes,None,High,6,8.5
S5491,Ahmed,Williams,student4491@university.com,Female,22,Business,87.19,93.67,86.78,,57.42,9.63,90.26,70.97,A,10.1,No,Yes,,Medium,5,5.1
S5492,Ahmed,Davis,student4492@university.com,Female,23,CS,55.47,52.36,54.8,87.37,61.33,7.64,79.28,83.58,D,17.9,No,Yes,PhD,Low,1,5.8
S5493,Liam,Davis,student4493@university.com,Male,21,Business,,64.97,63.6,63.73,62.55,9.19,51.99,64.29,B,6.0,No,No,PhD,Low,5,5.8
S5494,Maria,Davis,student4494@university.com,Female,19,CS,90.23,58.7,97.05,99.08,75.2,6.99,62.96,95.45,A,29.4,No,Yes,None,Medium,5,6.6
S5495,Ahmed,Johnson,student4495@university.com,Female,21,Business,73.38,87.24,85.69,77.03,69.3,3.42,78.9,70.66,C,26.5,No,Yes,None,Medium,7,8.3
S5496,John,Davis,student4496@university.com,Female,22,Engineering,92.1,43.01,74.36,59.6,53.77,1.23,85.45,81.56,A,11.8,No,Yes,Bachelor's,Low,9,6.0
S5497,Maria,Brown,student4497@university.com,Male,19,CS,67.09,51.79,53.32,92.94,76.8,9.29,93.32,99.12,A,13.4,No,Yes,Master's,Medium,9,4.7
S5498,Ali,Smith,student4498@university.com,Female,22,Business,97.88,52.64,65.52,65.97,89.39,4.9,98.38,89.27,A,11.1,No,Yes,High School,Low,1,6.5
S5499,Ahmed,Brown,student4499@university.com,Female,23,CS,60.47,99.58,86.44,64.44,78.71,3.97,94.59,76.58,F,28.2,No,Yes,None,Low,5,4.2
S5500,Ahmed,Smith,student4500@university.com,Male,18,Mathematics,51.91,74.25,89.23,66.37,98.73,5.78,73.37,92.97,F,21.3,No,Yes,Master's,Medium,4,5.7
S5501,Ali,Jones,student4501@university.com,Female,20,CS,93.62,48.34,54.68,88.41,54.96,1.07,87.35,78.02,A,18.0,No,Yes,None,High,7,6.6
S5502,Ahmed,Jones,student4502@university.com,Male,24,Engineering,87.61,56.33,79.72,58.66,91.06,3.09,62.03,72.08,A,17.7,Yes,Yes,None,Low,5,6.6
S5503,Ali,Smith,student4503@university.com,Male,19,Business,61.6,50.07,45.7,69.09,75.28,6.38,53.19,93.67,F,9.1,Yes,Yes,Bachelor's,Low,2,8.1
S5504,Maria,Brown,student4504@university.com,Female,20,CS,99.24,47.48,41.39,51.54,76.08,1.0,52.75,51.36,B,29.1,No,Yes,,Medium,4,8.0
S5505,John,Smith,student4505@university.com,Female,18,CS,75.11,87.83,72.92,91.33,75.95,1.35,62.07,70.37,C,27.9,No,Yes,Master's,Low,10,5.4
S5506,Ali,Davis,student4506@university.com,Male,19,Business,97.55,69.75,53.46,67.04,66.27,5.11,51.88,67.15,B,28.8,Yes,Yes,Bachelor's,Low,4,5.5
S5507,Sara,Johnson,student4507@university.com,Female,20,Business,75.25,77.87,44.73,62.41,66.23,6.23,92.51,85.7,F,12.3,No,Yes,PhD,High,10,8.9
S5508,Liam,Jones,student4508@university.com,Female,20,Mathematics,73.59,59.88,83.79,78.99,81.59,1.87,74.5,50.63,A,16.9,No,Yes,None,High,3,6.0
S5509,Liam,Johnson,student4509@university.com,Male,19,CS,72.46,73.22,69.88,85.25,52.24,0.33,90.55,83.04,F,18.0,No,Yes,Bachelor's,Medium,5,4.7
S5510,Ali,Davis,student4510@university.com,Male,20,Engineering,66.74,55.45,87.78,90.64,79.44,9.58,96.99,67.32,C,17.2,Yes,Yes,,Low,8,7.3
S5511,Liam,Davis,student4511@university.com,Female,20,CS,76.69,58.48,79.84,67.39,86.23,0.27,99.7,54.89,A,5.5,No,Yes,PhD,Low,2,5.2
S5512,Ahmed,Jones,student4512@university.com,Male,19,CS,72.63,79.13,83.79,90.62,67.82,0.02,96.86,99.02,B,25.8,Yes,Yes,Bachelor's,Medium,2,7.0
S5513,Omar,Jones,student4513@university.com,Female,24,Business,51.84,49.02,58.44,73.24,60.87,3.23,85.83,60.61,D,23.7,No,Yes,High School,Medium,9,8.1
S5514,Omar,Davis,student4514@university.com,Female,20,CS,63.02,77.03,55.8,55.06,60.67,2.22,72.1,67.46,F,16.9,No,No,,Medium,5,4.9
S5515,Liam,Williams,student4515@university.com,Female,20,Engineering,60.66,91.13,76.05,92.32,54.09,5.74,79.9,60.35,F,11.7,No,Yes,None,Low,2,6.3
S5516,Maria,Johnson,student4516@university.com,Female,24,Engineering,93.37,47.23,52.0,77.38,54.49,8.94,90.82,83.1,A,20.9,No,Yes,High School,Medium,2,5.9
S5517,Emma,Johnson,student4517@university.com,Male,21,Business,79.94,93.85,88.92,80.12,58.33,4.81,94.88,89.13,D,8.5,No,Yes,Bachelor's,Low,3,9.0
S5518,Maria,Williams,student4518@university.com,Female,23,Mathematics,88.18,44.77,71.38,96.87,50.96,7.73,97.82,93.03,B,29.9,No,Yes,PhD,High,9,7.6
S5519,Emma,Brown,student4519@university.com,Male,21,Engineering,97.84,60.93,53.62,77.96,63.31,9.09,86.53,65.55,B,8.1,Yes,Yes,Master's,Medium,6,4.4
S5520,Omar,Johnson,student4520@university.com,Female,18,Engineering,82.2,76.63,77.51,50.28,65.32,1.89,77.0,76.23,B,6.5,No,Yes,,Low,1,5.1
S5521,Omar,Smith,student4521@university.com,Female,21,Business,99.13,73.56,96.7,,99.76,4.88,98.42,83.16,A,20.3,No,Yes,,High,10,4.8
S5522,Ali,Davis,student4522@university.com,Male,21,Engineering,65.59,45.78,44.93,64.24,99.58,6.42,97.93,81.48,C,16.6,No,Yes,Bachelor's,High,3,4.1
S5523,John,Davis,student4523@university.com,Female,18,CS,59.31,87.93,46.56,75.09,59.35,3.32,73.88,85.8,D,23.0,Yes,Yes,None,Medium,5,5.6
S5524,Sara,Williams,student4524@university.com,Male,20,CS,70.17,98.39,90.63,60.24,60.65,7.4,82.43,88.49,C,8.2,Yes,Yes,None,Medium,4,5.6
S5525,Maria,Johnson,student4525@university.com,Male,20,CS,73.54,50.87,46.58,64.85,74.6,7.05,90.46,54.87,D,14.1,No,Yes,PhD,Low,5,5.2
S5526,Ahmed,Brown,student4526@university.com,Female,21,Engineering,94.77,93.71,42.36,84.33,57.44,4.21,71.65,58.42,A,17.5,No,Yes,PhD,Low,1,6.8
S5527,Emma,Johnson,student4527@university.com,Female,18,Business,78.0,73.41,60.88,71.48,75.2,0.88,91.47,86.72,B,16.2,No,Yes,High School,Medium,1,5.1
S5528,Liam,Davis,student4528@university.com,Female,20,CS,64.61,96.16,68.0,81.36,69.97,0.12,55.57,73.83,C,19.6,No,Yes,None,High,2,8.7
S5529,Ahmed,Jones,student4529@university.com,Female,22,CS,,50.57,74.17,91.18,66.23,3.69,74.06,71.35,D,7.5,No,Yes,Master's,Medium,9,7.7
S5530,John,Smith,student4530@university.com,Male,19,Mathematics,75.29,87.52,70.44,67.04,91.13,0.82,74.13,72.77,A,17.6,No,Yes,,Medium,3,4.6
S5531,Emma,Williams,student4531@university.com,Female,19,Business,58.11,43.59,94.79,78.42,91.41,7.82,84.23,68.6,F,18.9,Yes,Yes,None,Medium,8,5.3
S5532,Maria,Jones,student4532@university.com,Female,23,Engineering,78.84,92.99,86.12,88.88,99.39,3.34,55.82,79.55,C,27.0,No,Yes,Master's,High,10,8.9
S5533,Ali,Brown,student4533@university.com,Female,19,CS,95.57,80.45,99.03,85.76,61.15,6.66,55.16,66.17,B,19.3,No,Yes,,Medium,3,5.0
S5534,Ahmed,Jones,student4534@university.com,Female,21,CS,92.13,62.22,68.59,76.99,94.41,3.46,95.03,81.84,A,18.7,No,Yes,Bachelor's,Low,3,4.6
S5535,John,Jones,student4535@university.com,Female,19,CS,79.34,51.43,45.06,69.17,76.89,7.96,65.19,60.13,C,25.3,No,Yes,Bachelor's,High,9,5.2
S5536,Maria,Brown,student4536@university.com,Male,19,CS,68.85,88.99,97.33,70.38,79.57,8.88,66.35,87.88,B,6.6,No,No,None,Low,9,7.6
S5537,Omar,Jones,student4537@university.com,Female,22,CS,54.35,76.19,40.25,71.66,94.81,8.38,88.84,89.08,C,21.2,No,Yes,,Medium,2,6.6
S5538,Omar,Williams,student4538@university.com,Male,20,Engineering,73.48,61.62,86.57,67.44,97.13,4.84,70.75,78.93,A,25.3,Yes,Yes,Master's,High,8,4.3
S5539,Maria,Davis,student4539@university.com,Female,22,CS,87.6,66.63,41.88,84.95,86.34,0.84,91.65,68.47,B,7.4,No,Yes,,Medium,9,5.8
S5540,Maria,Johnson,student4540@university.com,Female,21,CS,68.01,89.59,85.67,56.27,67.39,3.72,70.07,50.72,F,25.3,No,No,PhD,Medium,7,4.4
S5541,Maria,Jones,student4541@university.com,Female,19,CS,,60.34,96.28,,74.48,4.24,88.03,56.08,B,24.7,Yes,Yes,,Low,8,5.5
S5542,Emma,Williams,student4542@university.com,Male,24,Engineering,96.57,45.38,63.36,88.95,80.75,9.6,76.27,53.98,A,5.0,No,Yes,,Medium,1,4.9
S5543,Maria,Johnson,student4543@university.com,Female,20,Engineering,91.08,94.68,54.46,64.91,91.43,5.65,96.79,50.51,A,11.2,Yes,Yes,PhD,High,2,5.1
S5544,Ahmed,Johnson,student4544@university.com,Male,23,Engineering,,63.24,53.58,52.13,82.9,6.41,66.37,86.11,D,8.8,Yes,Yes,None,Low,8,7.9
S5545,John,Jones,student4545@university.com,Male,23,CS,56.84,60.9,69.5,85.57,68.27,7.82,68.13,97.8,F,17.8,No,Yes,High School,Low,3,7.9
S5546,Emma,Williams,student4546@university.com,Female,19,CS,57.25,52.26,50.25,86.72,70.89,5.68,98.5,50.56,F,27.9,Yes,Yes,PhD,Low,7,7.7
S5547,Maria,Davis,student4547@university.com,Male,19,CS,55.16,93.85,80.38,98.18,52.52,5.98,86.88,55.63,F,20.1,No,Yes,Bachelor's,Low,7,7.4
S5548,Sara,Jones,student4548@university.com,Female,23,CS,80.81,53.05,62.1,62.69,96.21,2.45,88.63,93.03,D,20.0,Yes,Yes,Bachelor's,Medium,8,5.2
S5549,Liam,Brown,student4549@university.com,Female,23,Business,55.78,78.2,59.39,54.14,54.41,0.59,64.8,84.43,C,8.1,No,Yes,High School,Low,8,6.2
S5550,Sara,Johnson,student4550@university.com,Male,24,Mathematics,92.13,92.85,67.68,95.76,79.0,7.21,76.6,70.24,B,21.7,No,Yes,,Medium,8,6.3
S5551,John,Jones,student4551@university.com,Female,21,Engineering,99.65,42.09,72.56,62.93,93.58,8.49,65.68,99.64,B,27.2,No,Yes,PhD,Medium,5,6.7
S5552,Omar,Johnson,student4552@university.com,Female,19,Mathematics,68.32,89.73,48.52,86.08,71.04,4.12,62.99,78.68,F,15.7,No,Yes,Master's,Medium,1,8.3
S5553,Ali,Williams,student4553@university.com,Male,23,Engineering,72.68,64.64,82.47,53.03,90.01,5.49,76.76,83.48,A,22.0,No,Yes,None,Low,9,8.4
S5554,Ali,Smith,student4554@university.com,Male,24,CS,85.58,79.48,92.98,88.03,90.19,3.07,99.39,82.66,A,12.4,No,Yes,PhD,Medium,9,5.1
S5555,Liam,Jones,student4555@university.com,Male,18,Mathematics,96.86,62.34,56.68,56.35,52.99,4.5,60.73,61.14,A,11.7,No,Yes,Master's,Medium,6,6.2
S5556,Omar,Davis,student4556@university.com,Male,23,CS,94.7,81.73,50.82,84.78,70.61,2.09,62.13,74.41,A,9.6,No,Yes,High School,Medium,9,4.7
S5557,Emma,Jones,student4557@university.com,Male,20,Engineering,52.88,55.26,85.63,76.62,84.55,7.6,62.16,60.82,F,11.0,Yes,Yes,High School,High,7,7.2
S5558,Emma,Johnson,student4558@university.com,Male,20,CS,,41.32,51.01,,71.12,4.92,89.59,75.47,B,13.6,No,Yes,High School,High,4,6.9
S5559,Emma,Williams,student4559@university.com,Female,18,CS,87.73,96.87,42.48,51.85,77.26,5.47,75.52,51.54,A,19.2,No,Yes,,High,10,8.3
S5560,Ali,Brown,student4560@university.com,Male,21,Engineering,84.44,40.98,77.15,64.6,79.72,0.37,69.24,69.1,A,24.5,Yes,No,Bachelor's,High,10,6.6
S5561,Sara,Davis,student4561@university.com,Male,19,Engineering,56.66,89.45,54.39,53.48,57.56,6.22,92.19,68.61,D,12.2,Yes,Yes,High School,Low,4,7.9
S5562,Ali,Williams,student4562@university.com,Female,19,CS,75.1,50.15,50.31,93.96,70.6,2.03,64.87,64.58,B,9.2,No,Yes,Master's,Medium,1,5.6
S5563,Ahmed,Jones,student4563@university.com,Female,23,CS,89.04,63.53,98.9,79.7,51.42,3.83,69.61,53.96,A,16.2,No,Yes,Master's,Low,9,7.5
S5564,Maria,Brown,student4564@university.com,Male,20,CS,60.94,89.35,57.51,76.75,57.48,4.13,53.68,88.55,B,24.7,No,Yes,None,High,6,4.2
S5565,Emma,Williams,student4565@university.com,Male,21,Mathematics,,52.36,94.21,56.57,75.61,4.49,55.95,71.02,D,14.7,No,Yes,High School,High,7,4.8
S5566,Sara,Smith,student4566@university.com,Female,21,Business,52.65,91.94,50.69,74.45,78.68,2.27,56.84,90.7,F,27.8,No,Yes,Bachelor's,Low,2,6.2
S5567,John,Davis,student4567@university.com,Male,21,Engineering,89.11,69.87,89.14,69.94,57.31,8.5,67.35,91.79,A,11.2,No,Yes,,Medium,3,8.4
S5568,Liam,Johnson,student4568@university.com,Male,23,CS,80.79,61.97,70.12,65.79,87.78,4.28,76.2,60.68,A,24.0,No,Yes,Bachelor's,High,4,8.4
S5569,John,Williams,student4569@university.com,Female,19,Business,65.76,79.75,44.72,88.61,68.65,6.12,50.04,71.07,C,16.7,No,Yes,Bachelor's,Medium,3,7.0
S5570,Maria,Williams,student4570@university.com,Male,21,CS,86.05,60.48,84.02,53.06,96.03,6.14,59.5,86.05,A,7.7,No,No,,Medium,10,4.6
S5571,Sara,Smith,student4571@university.com,Female,23,CS,89.12,60.84,93.52,82.33,69.38,6.07,58.78,74.97,B,12.0,No,Yes,,Low,9,7.4
S5572,Ali,Jones,student4572@university.com,Male,23,CS,96.69,84.01,49.78,91.15,57.49,5.59,62.67,92.75,A,26.5,Yes,Yes,,Medium,8,4.9
S5573,Ali,Davis,student4573@university.com,Female,18,Business,68.39,58.59,83.54,95.37,87.9,8.23,58.3,78.58,F,5.1,No,Yes,Bachelor's,Low,2,5.8
S5574,Ahmed,Davis,student4574@university.com,Female,22,CS,84.3,52.05,66.7,87.3,78.39,8.13,59.76,81.48,D,23.9,No,Yes,Bachelor's,Medium,9,5.6
S5575,Ahmed,Johnson,student4575@university.com,Female,21,CS,80.13,88.46,85.23,64.12,69.33,4.17,99.19,89.35,B,25.3,Yes,Yes,,High,8,8.4
S5576,Ali,Williams,student4576@university.com,Male,22,Engineering,76.26,88.32,82.84,80.03,67.8,6.36,79.74,56.11,C,8.0,No,Yes,Master's,Medium,4,7.5
S5577,John,Brown,student4577@university.com,Female,19,CS,94.52,69.86,41.6,57.07,57.54,1.03,88.13,79.21,A,29.1,No,Yes,Master's,Medium,3,4.4
S5578,Liam,Williams,student4578@university.com,Male,23,Engineering,50.16,71.6,50.72,55.85,67.04,0.91,90.97,54.27,F,26.8,No,Yes,Bachelor's,Medium,4,8.2
S5579,Emma,Johnson,student4579@university.com,Female,24,Engineering,64.11,81.76,68.26,81.93,51.47,4.8,83.38,63.03,F,9.5,Yes,Yes,,Low,2,6.2
S5580,John,Williams,student4580@university.com,Female,21,Engineering,76.91,70.56,96.02,92.56,75.12,9.0,85.2,60.63,B,11.0,No,Yes,,High,8,7.8
S5581,Liam,Smith,student4581@university.com,Female,24,CS,58.91,65.02,60.52,53.36,94.84,6.5,81.61,78.35,F,25.5,No,Yes,Master's,Low,6,7.9
S5582,Ahmed,Williams,student4582@university.com,Male,20,CS,95.39,99.69,77.73,55.3,89.77,6.69,82.47,92.2,B,18.7,No,Yes,PhD,Low,10,9.0
S5583,Maria,Williams,student4583@university.com,Male,19,Business,82.38,48.86,40.73,78.28,51.43,1.58,96.42,56.64,D,28.1,No,Yes,None,High,1,5.7
S5584,Liam,Brown,student4584@university.com,Female,18,Business,73.89,75.56,82.67,60.91,94.06,4.53,59.29,88.42,F,29.5,No,No,Bachelor's,Medium,7,8.3
S5585,Ali,Smith,student4585@university.com,Male,18,CS,90.74,93.15,76.18,80.59,72.62,4.01,63.74,57.15,A,13.6,No,Yes,PhD,Low,4,5.4
S5586,Ahmed,Smith,student4586@university.com,Male,22,CS,72.54,81.23,82.92,60.73,59.54,7.83,54.66,59.48,F,7.4,No,No,High School,Low,4,9.0
S5587,Ahmed,Williams,student4587@university.com,Male,23,CS,77.93,92.86,94.28,55.82,87.62,1.38,91.87,95.85,F,22.6,No,Yes,Bachelor's,Low,5,6.1
S5588,Emma,Davis,student4588@university.com,Female,22,Engineering,50.14,60.18,48.79,77.28,66.14,5.39,72.44,50.49,F,28.1,Yes,Yes,High School,High,8,7.3
S5589,Ali,Brown,student4589@university.com,Male,20,Business,68.29,56.32,55.7,93.11,62.67,9.11,95.36,59.86,A,9.1,No,Yes,None,Low,10,9.0
S5590,Emma,Williams,student4590@university.com,Female,20,CS,56.94,91.08,99.75,84.26,58.07,8.92,70.58,60.78,C,29.6,Yes,Yes,PhD,High,2,5.0
S5591,Ali,Williams,student4591@university.com,Female,18,Engineering,84.48,63.65,49.38,90.94,74.33,8.52,72.13,64.09,B,9.9,No,Yes,PhD,Low,7,7.1
S5592,Emma,Johnson,student4592@university.com,Female,24,Business,73.95,82.58,83.24,63.32,54.67,3.75,72.42,68.17,B,7.2,Yes,No,None,Medium,9,9.0
S5593,Liam,Johnson,student4593@university.com,Male,21,Mathematics,65.09,48.86,83.5,94.3,89.28,9.41,80.62,55.16,D,17.4,No,Yes,,Medium,8,8.7
S5594,John,Davis,student4594@university.com,Female,18,CS,73.39,85.35,80.98,68.85,73.53,8.05,88.31,73.42,A,25.1,No,Yes,Bachelor's,Low,10,5.1
S5595,Maria,Brown,student4595@university.com,Male,18,CS,60.48,72.94,53.65,92.62,72.35,8.51,67.56,69.97,F,13.9,No,Yes,None,Low,10,4.5
S5596,Maria,Jones,student4596@university.com,Male,24,CS,96.25,56.12,52.91,73.56,50.09,9.32,81.51,81.25,A,13.3,Yes,Yes,,Low,2,6.1
S5597,Ali,Johnson,student4597@university.com,Female,24,Business,52.7,69.67,79.98,63.39,90.89,9.37,60.2,93.38,D,9.9,No,Yes,High School,Medium,4,7.8
S5598,Sara,Jones,student4598@university.com,Female,20,Business,93.27,81.82,51.18,,74.64,2.4,77.7,64.89,A,29.7,Yes,No,None,High,1,7.9
S5599,Omar,Smith,student4599@university.com,Female,24,Engineering,,40.71,79.69,78.38,71.99,1.28,77.33,77.32,F,13.5,No,Yes,Master's,High,4,7.0
S5600,Ahmed,Johnson,student4600@university.com,Male,22,CS,80.95,78.25,69.55,53.95,88.07,6.91,94.44,68.57,F,21.7,No,Yes,PhD,Low,5,7.1
S5601,Ahmed,Johnson,student4601@university.com,Male,20,CS,,72.5,63.2,96.5,53.14,5.63,94.79,52.01,D,8.3,Yes,Yes,,High,6,4.6
S5602,Ali,Brown,student4602@university.com,Female,24,CS,98.33,53.22,58.01,63.57,68.33,3.27,74.36,91.05,A,16.2,No,Yes,,Low,2,6.2
S5603,Liam,Davis,student4603@university.com,Female,23,Engineering,,85.18,96.85,66.78,78.79,6.84,51.23,81.71,B,24.9,Yes,Yes,High School,High,5,6.9
S5604,Emma,Jones,student4604@university.com,Male,20,CS,79.44,58.21,70.49,61.67,73.03,0.62,92.23,50.11,C,29.3,Yes,Yes,Bachelor's,Medium,5,7.4
S5605,Sara,Johnson,student4605@university.com,Male,20,CS,,56.61,73.68,50.15,59.08,0.47,50.03,62.48,F,9.4,No,Yes,,High,4,4.5
S5606,John,Johnson,student4606@university.com,Female,18,Business,94.05,68.27,96.96,,64.96,3.54,73.91,65.45,A,7.4,No,Yes,,Medium,8,7.5
S5607,Emma,Brown,student4607@university.com,Male,21,CS,,80.57,79.23,79.53,65.01,1.94,50.99,90.58,B,29.7,Yes,Yes,High School,Medium,10,8.7
S5608,Emma,Brown,student4608@university.com,Male,18,Engineering,99.52,95.73,97.47,,99.6,7.19,67.63,88.04,B,18.9,No,Yes,Master's,Medium,7,7.9
S5609,Ali,Davis,student4609@university.com,Male,19,CS,85.07,48.48,46.38,52.05,66.31,9.48,81.84,69.81,A,13.6,No,Yes,High School,Medium,2,7.1
S5610,Ali,Jones,student4610@university.com,Male,20,Business,60.44,63.79,90.8,96.43,60.26,6.62,68.56,57.87,D,29.0,No,Yes,None,High,8,4.5
S5611,Liam,Smith,student4611@university.com,Male,24,Engineering,70.28,44.02,60.12,,91.13,6.55,96.34,69.3,F,14.8,No,No,Bachelor's,Low,8,8.0
S5612,Ahmed,Davis,student4612@university.com,Male,24,Mathematics,66.72,85.51,88.63,95.65,71.06,0.07,82.04,90.51,B,10.8,Yes,Yes,None,High,5,7.3
S5613,Ali,Smith,student4613@university.com,Female,24,Engineering,,66.86,91.34,55.36,72.19,5.12,82.32,72.62,B,25.1,No,Yes,,High,7,6.7
S5614,Ali,Williams,student4614@university.com,Male,20,Mathematics,88.02,82.42,56.29,87.2,77.44,8.17,68.72,55.79,A,12.8,No,Yes,None,Medium,4,8.0
S5615,Ali,Johnson,student4615@university.com,Female,24,Business,79.21,59.33,64.53,,79.78,6.54,51.93,51.93,F,13.0,No,Yes,,Low,5,7.4
S5616,Liam,Jones,student4616@university.com,Female,19,Engineering,51.9,90.66,83.56,67.91,79.53,2.28,86.91,66.67,F,16.1,No,Yes,Bachelor's,Low,3,6.3
S5617,Ahmed,Davis,student4617@university.com,Male,20,Mathematics,93.87,72.09,45.94,53.96,51.72,8.48,85.81,57.42,A,22.3,No,Yes,,High,4,5.2
S5618,John,Johnson,student4618@university.com,Female,24,CS,64.84,96.62,85.33,80.24,90.94,9.64,76.51,87.25,D,26.0,Yes,Yes,Bachelor's,Medium,4,6.5
S5619,John,Jones,student4619@university.com,Female,20,CS,99.85,44.73,46.63,51.32,59.74,2.79,70.81,63.94,A,10.7,Yes,Yes,Master's,High,7,4.8
S5620,Omar,Jones,student4620@university.com,Female,23,CS,97.71,70.86,94.87,75.06,64.62,2.07,76.92,93.87,A,14.1,No,Yes,,Low,10,4.3
S5621,Omar,Jones,student4621@university.com,Male,20,Engineering,97.03,85.99,56.58,80.21,58.67,3.39,87.34,80.87,A,17.4,No,Yes,Bachelor's,High,10,5.2
S5622,Ali,Johnson,student4622@university.com,Female,19,Business,90.56,76.01,74.54,86.63,88.35,0.63,85.64,69.68,A,5.6,No,Yes,High School,High,10,5.8
S5623,Omar,Davis,student4623@university.com,Male,18,Business,61.03,41.39,47.03,99.57,79.18,8.73,82.91,80.5,F,22.4,No,Yes,Bachelor's,High,1,7.2
S5624,Ahmed,Brown,student4624@university.com,Female,20,CS,76.63,98.34,56.17,63.0,87.76,9.29,95.19,64.76,B,19.1,Yes,Yes,PhD,Low,7,6.5
S5625,Liam,Johnson,student4625@university.com,Female,21,Engineering,61.22,57.9,64.24,66.12,82.67,6.33,80.49,57.07,D,8.3,No,Yes,Master's,Medium,5,7.7
S5626,John,Jones,student4626@university.com,Female,19,CS,62.98,54.96,69.22,67.06,55.21,7.64,50.73,98.21,C,8.3,No,Yes,Master's,Low,8,7.7
S5627,Emma,Davis,student4627@university.com,Female,22,Engineering,80.55,69.14,40.0,86.58,65.07,6.69,80.9,78.16,A,27.4,No,Yes,Bachelor's,Medium,8,7.5
S5628,John,Williams,student4628@university.com,Male,23,CS,52.04,72.53,93.32,96.59,75.36,3.77,80.63,50.37,F,22.1,No,Yes,High School,Medium,6,6.7
S5629,John,Smith,student4629@university.com,Female,19,Mathematics,98.47,85.98,40.46,98.72,65.25,6.32,53.48,65.52,B,14.7,Yes,Yes,Bachelor's,Low,3,7.3
S5630,Ahmed,Jones,student4630@university.com,Female,18,CS,95.93,63.6,86.42,97.29,60.37,8.36,71.39,57.98,A,13.5,Yes,Yes,PhD,Low,2,8.9
S5631,Omar,Williams,student4631@university.com,Male,24,CS,69.04,66.4,68.23,93.97,93.49,8.1,82.55,62.91,C,12.9,No,No,PhD,Medium,9,7.5
S5632,Emma,Brown,student4632@university.com,Male,24,Business,75.77,72.1,71.43,99.55,87.39,0.81,85.23,52.79,C,21.4,Yes,No,None,Low,8,7.7
S5633,Ahmed,Jones,student4633@university.com,Male,19,Engineering,73.31,63.66,52.5,68.8,67.26,4.63,94.65,62.25,B,9.5,No,Yes,,Medium,10,5.5
S5634,Ali,Williams,student4634@university.com,Female,22,CS,94.11,94.87,76.44,97.42,88.25,3.97,92.07,84.15,A,29.7,Yes,Yes,Master's,Medium,5,6.4
S5635,Liam,Jones,student4635@university.com,Male,24,Engineering,,91.08,72.23,88.05,81.38,7.52,55.83,91.03,C,22.2,Yes,Yes,PhD,Medium,10,6.2
S5636,Maria,Johnson,student4636@university.com,Male,23,CS,63.91,67.3,49.85,58.42,50.19,5.01,80.44,67.37,B,8.2,Yes,Yes,PhD,Low,3,5.8
S5637,John,Davis,student4637@university.com,Male,21,Mathematics,72.34,40.01,54.29,52.27,69.01,3.5,79.82,76.12,D,8.5,Yes,Yes,High School,Medium,7,6.3
S5638,Maria,Williams,student4638@university.com,Male,22,Engineering,71.45,94.06,44.01,60.72,64.52,7.06,65.19,52.09,F,21.2,No,Yes,Bachelor's,Low,2,7.0
S5639,Liam,Davis,student4639@university.com,Male,19,CS,97.97,47.46,43.98,88.94,60.9,4.74,59.21,54.54,B,14.6,No,No,,Low,5,7.1
S5640,Liam,Johnson,student4640@university.com,Male,22,Engineering,,54.67,40.83,81.58,62.58,2.57,59.98,77.6,C,21.5,Yes,Yes,PhD,Medium,4,8.2
S5641,Ahmed,Johnson,student4641@university.com,Female,24,CS,,49.14,53.23,61.22,97.12,8.9,58.88,92.03,A,23.1,No,Yes,None,Medium,5,7.3
S5642,Ahmed,Davis,student4642@university.com,Male,24,Business,94.03,50.79,80.78,87.1,74.32,1.13,90.31,54.4,A,18.4,No,Yes,Master's,Low,10,8.3
S5643,Ahmed,Williams,student4643@university.com,Female,19,Mathematics,94.83,88.17,58.97,57.07,92.39,0.18,57.42,70.93,A,11.4,No,Yes,None,Low,5,7.3
S5644,Maria,Davis,student4644@university.com,Male,24,Business,93.59,74.77,60.56,91.09,60.71,1.44,63.22,98.52,A,18.8,No,Yes,PhD,Low,1,5.8
S5645,Ahmed,Davis,student4645@university.com,Male,24,CS,75.55,97.37,47.91,,58.72,1.64,60.89,86.94,F,15.5,No,Yes,Bachelor's,Medium,10,7.2
S5646,Liam,Smith,student4646@university.com,Male,21,CS,82.99,53.89,74.53,98.63,94.44,5.38,85.64,59.88,F,27.3,Yes,Yes,PhD,Medium,8,7.6
S5647,Ali,Williams,student4647@university.com,Female,21,CS,78.17,69.14,60.53,57.51,74.79,6.25,57.92,64.26,A,23.5,Yes,Yes,,High,2,7.4
S5648,Ahmed,Smith,student4648@university.com,Male,18,Engineering,53.47,98.65,80.58,95.33,94.76,4.49,51.2,97.4,F,20.5,No,No,,Low,9,8.2
S5649,Sara,Jones,student4649@university.com,Male,21,Engineering,79.79,89.59,84.49,67.06,53.15,2.04,68.71,61.05,A,6.0,No,Yes,,Medium,4,8.5
S5650,Omar,Davis,student4650@university.com,Male,20,Engineering,50.68,83.72,75.08,70.8,95.82,1.32,65.25,72.05,D,29.8,Yes,No,Bachelor's,Medium,8,5.7
S5651,Maria,Jones,student4651@university.com,Male,22,Mathematics,66.25,51.34,56.56,73.42,70.77,4.92,69.89,67.78,B,19.2,No,Yes,None,High,10,4.4
S5652,Sara,Williams,student4652@university.com,Female,22,CS,96.61,86.16,70.52,81.35,57.77,5.65,87.69,74.5,A,11.5,No,Yes,,Low,3,7.3
S5653,Ahmed,Davis,student4653@university.com,Female,19,CS,65.2,60.85,55.12,99.74,84.17,3.04,50.62,61.83,D,19.8,No,Yes,None,Low,5,4.6
S5654,Liam,Jones,student4654@university.com,Female,21,CS,96.99,71.83,94.17,,89.85,2.2,51.89,83.42,A,25.4,No,Yes,Master's,Low,1,8.4
S5655,Ali,Brown,student4655@university.com,Female,18,CS,62.51,76.55,85.98,96.34,52.37,0.81,62.78,61.73,B,18.5,No,Yes,Bachelor's,Medium,6,8.1
S5656,John,Johnson,student4656@university.com,Female,24,CS,65.73,76.56,69.58,62.75,99.36,0.26,94.46,80.11,D,24.4,Yes,Yes,PhD,High,8,7.6
S5657,Emma,Davis,student4657@university.com,Male,18,Engineering,81.42,83.59,97.93,69.92,84.85,1.06,58.45,67.89,F,15.3,No,Yes,Master's,Low,4,8.6
S5658,Omar,Johnson,student4658@university.com,Male,18,CS,88.08,79.7,72.81,75.22,66.07,7.42,99.85,62.57,A,19.7,No,Yes,None,Low,1,8.4
S5659,Emma,Smith,student4659@university.com,Male,23,CS,75.07,44.1,59.71,66.15,57.56,3.44,90.28,84.75,B,15.6,No,Yes,None,Low,10,8.6
S5660,Ahmed,Jones,student4660@university.com,Female,24,Business,,67.44,45.73,98.84,69.63,0.27,72.81,98.26,D,18.2,No,Yes,,Low,10,7.7
S5661,Omar,Smith,student4661@university.com,Male,20,CS,52.01,79.84,72.62,86.28,61.03,5.08,87.39,93.47,F,9.2,No,Yes,PhD,High,8,5.8
S5662,Omar,Davis,student4662@university.com,Female,21,Engineering,96.11,57.76,91.62,73.94,74.71,5.36,75.94,54.34,A,20.0,No,Yes,,Medium,6,4.2
S5663,Ali,Johnson,student4663@university.com,Male,24,CS,59.82,58.78,92.0,87.57,89.09,4.29,78.3,72.72,D,29.5,No,Yes,High School,Low,10,4.3
S5664,Omar,Johnson,student4664@university.com,Female,18,Engineering,94.21,47.47,76.27,73.37,83.01,1.11,79.04,84.74,A,24.1,Yes,Yes,Master's,Low,8,8.0
S5665,Maria,Jones,student4665@university.com,Male,24,Mathematics,70.04,65.12,63.61,50.86,71.8,7.55,82.44,78.13,C,13.0,No,Yes,High School,High,2,5.0
S5666,Sara,Davis,student4666@university.com,Male,20,CS,91.64,99.21,79.02,77.16,55.95,6.89,53.04,86.32,A,26.6,No,Yes,PhD,Medium,6,5.6
S5667,Sara,Brown,student4667@university.com,Male,22,Engineering,83.58,57.12,85.73,81.26,97.86,3.95,80.82,98.76,D,27.4,No,Yes,Bachelor's,Medium,2,6.9
S5668,Sara,Brown,student4668@university.com,Male,19,Business,58.8,71.89,64.7,99.06,63.52,3.81,85.85,67.11,D,9.4,No,Yes,Master's,Medium,6,4.7
S5669,Maria,Jones,student4669@university.com,Female,21,Engineering,95.9,84.59,68.58,52.04,63.89,1.56,65.54,88.54,B,6.3,No,Yes,High School,Medium,6,8.9
S5670,Emma,Davis,student4670@university.com,Male,21,CS,62.28,40.81,80.84,75.6,82.28,7.54,98.93,54.7,D,19.3,No,Yes,None,Low,10,8.1
S5671,Ali,Jones,student4671@university.com,Male,23,CS,62.21,94.03,92.6,54.91,88.53,6.0,57.22,93.49,F,16.9,No,Yes,Master's,Low,7,6.9
S5672,Omar,Davis,student4672@university.com,Male,22,Engineering,90.71,63.19,87.46,57.45,99.21,0.86,95.52,88.92,B,22.9,Yes,Yes,Bachelor's,High,1,8.5
S5673,Maria,Smith,student4673@university.com,Female,21,Business,55.29,92.15,41.34,80.52,98.46,3.78,83.82,76.05,F,12.3,Yes,Yes,,Low,1,6.5
S5674,Sara,Jones,student4674@university.com,Male,23,CS,61.1,42.34,47.46,61.58,95.69,9.04,83.22,91.05,B,14.5,No,Yes,PhD,Medium,1,8.5
S5675,Ahmed,Davis,student4675@university.com,Male,23,CS,75.18,48.74,91.17,,71.77,4.52,93.8,83.33,C,11.6,No,No,,High,5,8.1
S5676,John,Brown,student4676@university.com,Male,23,CS,91.52,59.35,90.03,75.71,58.33,3.25,91.59,77.61,A,12.3,No,Yes,None,Medium,1,4.1
S5677,Omar,Davis,student4677@university.com,Male,21,CS,57.37,60.73,63.33,60.91,79.22,6.44,67.27,97.3,C,5.2,No,Yes,Bachelor's,Medium,3,8.0
S5678,Maria,Davis,student4678@university.com,Male,21,CS,77.38,90.87,75.06,74.69,50.86,2.03,85.27,56.51,C,17.8,No,Yes,PhD,Medium,1,7.9
S5679,Liam,Jones,student4679@university.com,Female,21,CS,,40.67,94.35,50.04,59.81,5.24,52.53,99.65,F,16.8,No,Yes,High School,Low,7,5.6
S5680,Maria,Smith,student4680@university.com,Female,20,CS,93.03,78.47,94.69,93.14,50.13,6.7,73.2,57.72,A,13.9,Yes,Yes,PhD,Medium,8,6.5
S5681,Ali,Smith,student4681@university.com,Female,23,CS,96.78,47.88,86.99,50.63,59.03,8.55,96.89,74.01,A,18.5,No,Yes,None,Low,4,4.7
S5682,Ali,Smith,student4682@university.com,Male,20,Mathematics,89.23,89.39,52.58,,73.74,6.93,63.7,61.57,B,14.8,No,Yes,None,Low,9,7.3
S5683,Maria,Smith,student4683@university.com,Female,19,CS,82.64,86.71,83.82,80.58,69.67,3.84,52.5,63.6,B,15.8,No,Yes,High School,Medium,8,7.4
S5684,Sara,Williams,student4684@university.com,Male,21,CS,71.68,70.0,46.07,98.68,68.46,7.68,79.15,81.59,A,5.0,No,Yes,Master's,Medium,7,8.9
S5685,John,Jones,student4685@university.com,Male,24,CS,55.61,52.76,93.64,92.8,91.55,8.98,67.75,51.74,D,6.7,No,Yes,,High,9,7.6
S5686,Omar,Johnson,student4686@university.com,Male,22,Mathematics,85.49,78.07,48.95,62.6,83.75,4.78,68.98,97.04,A,8.8,Yes,Yes,None,Medium,10,6.2
S5687,Ali,Jones,student4687@university.com,Male,18,Business,99.64,49.38,79.74,59.83,96.82,0.05,79.12,63.98,A,9.6,No,Yes,Bachelor's,Low,3,4.9
S5688,Omar,Williams,student4688@university.com,Female,19,Business,86.84,51.4,76.61,81.31,72.27,8.81,81.08,63.63,A,16.3,No,Yes,High School,High,2,7.9
S5689,Sara,Smith,student4689@university.com,Female,24,CS,50.84,77.6,86.61,91.13,63.61,1.65,71.87,93.18,C,26.9,Yes,Yes,High School,Low,10,5.8
S5690,Omar,Williams,student4690@university.com,Female,18,Business,74.81,99.47,73.09,68.1,56.13,1.26,75.38,88.24,C,15.2,No,Yes,Master's,Medium,5,8.7
S5691,Ahmed,Brown,student4691@university.com,Male,18,Engineering,80.73,93.46,43.57,71.62,83.6,3.08,99.66,83.59,C,20.7,Yes,Yes,None,Medium,10,5.4
S5692,Ali,Brown,student4692@university.com,Female,21,CS,,75.59,82.35,55.77,92.09,3.8,97.86,57.32,F,5.6,No,Yes,,Low,9,5.0
S5693,Sara,Jones,student4693@university.com,Female,22,Engineering,85.99,72.31,62.99,,59.19,7.99,85.37,88.48,A,26.4,No,Yes,PhD,Low,2,7.1
S5694,Sara,Jones,student4694@university.com,Male,18,Business,,99.9,59.22,78.42,93.94,3.89,58.07,68.04,A,7.8,No,Yes,Bachelor's,Medium,2,8.6
S5695,John,Johnson,student4695@university.com,Female,23,Business,61.17,72.84,99.5,55.13,76.31,0.49,68.0,99.69,D,12.1,No,Yes,Bachelor's,High,5,4.7
S5696,John,Johnson,student4696@university.com,Male,24,Business,97.11,65.21,75.42,60.1,57.2,6.36,94.15,83.56,A,25.4,No,Yes,PhD,Medium,9,4.2
S5697,Ahmed,Brown,student4697@university.com,Female,18,Mathematics,84.83,94.57,82.64,61.73,82.14,6.71,71.18,91.79,C,11.6,No,Yes,Bachelor's,Medium,9,8.8
S5698,Sara,Smith,student4698@university.com,Female,19,CS,61.84,54.05,71.58,72.2,76.0,8.14,97.77,86.69,F,11.4,No,Yes,PhD,Medium,10,4.7
S5699,Emma,Williams,student4699@university.com,Female,22,Engineering,66.12,45.85,86.2,52.28,51.41,3.99,74.42,79.71,D,20.1,Yes,Yes,Bachelor's,Medium,4,7.0
S5700,Sara,Johnson,student4700@university.com,Male,22,CS,96.1,78.05,85.12,,69.96,0.86,93.09,85.82,A,27.6,No,Yes,High School,Medium,9,5.0
S5701,John,Davis,student4701@university.com,Female,18,Business,94.37,45.75,79.43,96.43,89.24,5.53,51.77,79.87,A,10.3,No,Yes,Master's,Low,1,4.8
S5702,Emma,Johnson,student4702@university.com,Female,22,CS,70.26,62.39,99.86,51.22,77.77,1.21,71.71,52.56,A,20.5,No,Yes,None,High,9,4.8
S5703,Ali,Smith,student4703@university.com,Female,19,Business,51.92,65.41,67.59,81.55,64.1,0.17,85.01,67.28,F,20.0,No,No,None,Medium,7,7.5
S5704,Ali,Smith,student4704@university.com,Female,24,CS,52.42,72.85,82.37,91.79,96.43,7.79,93.18,65.82,F,21.5,No,Yes,None,Low,9,7.8
S5705,Omar,Jones,student4705@university.com,Male,19,CS,64.2,99.5,87.87,,61.89,4.03,80.48,85.7,A,28.7,No,Yes,None,Low,10,4.6
S5706,Maria,Williams,student4706@university.com,Male,19,CS,81.46,53.26,62.56,56.58,62.64,5.25,58.66,78.81,F,9.1,No,Yes,,Low,5,4.7
S5707,John,Smith,student4707@university.com,Female,23,CS,79.21,62.55,67.43,52.17,67.73,6.63,94.29,80.52,C,21.4,No,Yes,PhD,Low,6,8.7
S5708,Maria,Johnson,student4708@university.com,Female,21,Business,81.69,47.93,98.15,,94.73,4.01,78.74,92.35,C,9.6,No,Yes,High School,Low,1,6.9
S5709,Emma,Johnson,student4709@university.com,Female,18,CS,85.86,76.46,41.94,77.61,75.38,0.51,55.4,76.27,A,12.9,No,Yes,Master's,Medium,2,7.9
S5710,John,Brown,student4710@university.com,Male,24,Engineering,50.95,83.66,60.12,,84.11,2.53,73.19,60.91,F,14.7,Yes,Yes,None,Medium,1,4.4
S5711,Ahmed,Smith,student4711@university.com,Female,22,CS,55.25,68.92,69.17,91.58,98.81,1.94,84.95,50.62,D,25.9,No,Yes,Bachelor's,High,1,4.3
S5712,Sara,Davis,student4712@university.com,Female,19,CS,,54.75,40.09,86.78,89.16,9.77,72.55,57.97,F,6.3,Yes,Yes,Bachelor's,Low,7,6.0
S5713,Ahmed,Jones,student4713@university.com,Male,18,CS,57.74,77.25,93.95,63.82,58.63,7.4,93.54,51.53,F,23.3,No,Yes,,Medium,3,6.8
S5714,Emma,Williams,student4714@university.com,Male,24,CS,,72.35,57.17,87.67,89.42,4.52,71.18,61.85,C,27.8,No,Yes,,High,1,5.9
S5715,John,Davis,student4715@university.com,Male,24,Business,,50.27,55.46,62.25,87.42,0.63,79.17,81.75,A,7.0,No,Yes,None,Medium,1,7.6
S5716,Liam,Jones,student4716@university.com,Female,18,Engineering,,64.34,89.22,83.76,61.63,1.16,60.56,57.57,A,24.8,No,Yes,High School,Low,7,7.3
S5717,Emma,Johnson,student4717@university.com,Male,21,CS,87.63,66.11,56.68,55.93,66.27,8.13,75.63,54.1,A,7.7,No,Yes,Bachelor's,Medium,5,6.2
S5718,Liam,Davis,student4718@university.com,Male,23,Engineering,,98.96,79.46,84.61,85.51,9.45,61.14,98.54,F,29.1,No,Yes,Bachelor's,Medium,1,4.4
S5719,Sara,Jones,student4719@university.com,Female,22,CS,83.29,90.96,89.29,61.94,61.92,0.31,61.26,99.85,D,25.4,No,Yes,PhD,High,8,7.0
S5720,Ali,Johnson,student4720@university.com,Male,23,CS,86.77,84.06,87.55,78.62,60.41,9.1,64.0,81.85,A,22.4,No,Yes,,Low,6,5.2
S5721,Ali,Johnson,student4721@university.com,Female,24,Engineering,63.59,93.33,86.92,58.62,85.17,3.81,52.21,55.43,B,18.8,Yes,Yes,None,Medium,5,5.9
S5722,Emma,Johnson,student4722@university.com,Female,22,CS,99.65,84.13,45.32,86.3,94.03,2.14,58.17,91.08,A,28.0,No,Yes,None,Medium,6,4.1
S5723,Maria,Johnson,student4723@university.com,Male,24,Engineering,59.16,94.2,44.79,53.04,53.75,1.02,71.22,76.96,D,8.0,No,Yes,Bachelor's,Low,8,6.6
S5724,John,Johnson,student4724@university.com,Female,19,Engineering,60.72,43.27,58.41,58.27,72.3,7.72,56.55,59.1,A,8.0,Yes,Yes,PhD,Low,9,7.5
S5725,John,Brown,student4725@university.com,Male,19,Business,64.45,67.36,42.16,59.21,80.36,4.69,56.67,78.78,C,25.6,No,Yes,Master's,Low,9,6.9
S5726,Ali,Davis,student4726@university.com,Male,18,Mathematics,98.77,84.81,70.03,52.07,83.81,8.32,98.4,51.97,B,17.1,Yes,Yes,Bachelor's,Low,3,7.8
S5727,Omar,Jones,student4727@university.com,Male,22,CS,99.41,75.0,63.69,87.25,99.81,2.26,71.35,98.62,A,26.1,No,Yes,Master's,Low,1,9.0
S5728,Ahmed,Brown,student4728@university.com,Female,22,CS,89.74,50.51,73.42,99.05,84.13,6.79,70.19,91.3,B,14.8,Yes,Yes,Bachelor's,Medium,10,7.2
S5729,Omar,Brown,student4729@university.com,Male,24,CS,81.45,60.43,57.93,88.92,81.01,1.18,63.39,63.04,B,16.3,No,No,,Medium,6,5.1
S5730,Sara,Smith,student4730@university.com,Female,23,CS,76.0,59.07,69.15,93.03,99.49,0.9,75.62,70.95,F,13.3,Yes,Yes,None,High,7,6.9
S5731,Ahmed,Smith,student4731@university.com,Female,19,Business,98.53,55.68,60.08,50.3,53.03,1.33,79.8,69.76,B,28.8,No,Yes,None,Low,6,5.2
S5732,Ahmed,Smith,student4732@university.com,Female,20,Business,84.78,60.59,51.71,,53.72,8.09,70.91,93.07,D,16.6,No,Yes,Master's,Low,5,5.7
S5733,Emma,Williams,student4733@university.com,Male,18,Engineering,97.24,70.89,78.96,77.95,78.03,6.56,69.69,67.73,A,23.9,Yes,No,,Low,10,5.8
S5734,Ali,Smith,student4734@university.com,Female,22,Engineering,65.83,91.29,80.41,98.89,67.93,1.66,85.02,52.4,D,22.4,No,Yes,None,High,5,6.6
S5735,Omar,Jones,student4735@university.com,Female,21,CS,,84.52,89.75,83.04,54.83,3.85,97.49,60.73,A,10.9,Yes,Yes,,High,10,6.6
S5736,Omar,Brown,student4736@university.com,Male,21,Engineering,92.74,90.11,92.49,68.71,65.32,7.64,93.89,60.78,B,27.8,Yes,Yes,PhD,Low,3,7.3
S5737,Ali,Jones,student4737@university.com,Male,20,Business,57.49,93.02,82.27,57.31,83.72,2.86,55.93,97.46,F,18.6,Yes,Yes,Master's,Low,4,6.2
S5738,Omar,Davis,student4738@university.com,Female,19,Engineering,97.3,64.97,81.25,57.64,94.03,9.21,82.62,96.2,A,26.4,Yes,Yes,High School,High,10,4.9
S5739,Liam,Smith,student4739@university.com,Female,19,CS,75.37,60.76,43.4,68.14,54.72,9.15,50.35,65.03,C,25.8,No,Yes,PhD,Medium,3,6.5
S5740,Ali,Williams,student4740@university.com,Male,19,Engineering,96.32,43.46,46.59,85.69,77.01,5.53,81.65,50.14,A,6.5,No,Yes,None,Medium,9,8.0
S5741,Emma,Davis,student4741@university.com,Female,23,CS,66.84,95.83,88.75,51.59,64.81,6.32,73.22,75.85,B,20.5,No,Yes,Bachelor's,Medium,3,7.5
S5742,Maria,Williams,student4742@university.com,Female,24,Engineering,85.8,43.95,53.98,92.61,83.37,6.53,74.56,89.86,A,24.7,No,Yes,Bachelor's,Medium,5,4.6
S5743,Ahmed,Davis,student4743@university.com,Female,21,Engineering,74.14,84.47,61.33,97.08,77.47,2.58,79.4,63.43,F,27.7,No,Yes,None,Low,6,8.7
S5744,Emma,Brown,student4744@university.com,Female,19,CS,81.34,62.69,48.72,94.44,96.34,3.65,87.13,71.95,C,17.7,No,Yes,High School,Low,8,5.5
S5745,John,Jones,student4745@university.com,Male,21,Business,75.22,96.93,51.71,,51.88,1.36,86.47,58.64,F,23.8,Yes,Yes,Master's,Low,10,6.9
S5746,Sara,Johnson,student4746@university.com,Female,20,Business,98.36,65.18,86.53,50.77,73.5,9.25,52.22,66.37,A,29.2,Yes,Yes,None,Medium,6,4.2
S5747,Maria,Jones,student4747@university.com,Male,18,CS,84.61,89.0,55.71,98.89,59.64,7.24,86.82,87.94,D,25.7,No,Yes,Bachelor's,High,6,8.5
S5748,John,Smith,student4748@university.com,Female,24,Mathematics,62.57,56.96,66.94,,76.84,0.46,91.49,71.41,D,26.4,Yes,Yes,,Low,6,7.4
S5749,Ahmed,Johnson,student4749@university.com,Male,23,Engineering,95.48,57.95,49.1,93.46,92.68,5.49,53.41,72.36,A,15.2,No,Yes,High School,High,1,5.4
S5750,Omar,Williams,student4750@university.com,Female,22,Business,64.7,75.73,80.68,59.34,95.57,3.43,66.15,89.48,D,7.3,Yes,Yes,,Medium,10,7.4
S5751,Ali,Brown,student4751@university.com,Male,20,Business,68.58,99.88,83.7,72.33,69.91,8.15,89.6,88.15,A,29.2,No,Yes,Bachelor's,Low,6,5.5
S5752,Ahmed,Brown,student4752@university.com,Female,24,Engineering,55.11,71.05,61.7,52.21,90.59,3.44,74.66,59.36,F,22.4,No,Yes,,Medium,1,5.3
S5753,Emma,Williams,student4753@university.com,Male,21,Business,95.0,96.18,87.08,52.0,64.03,6.44,84.74,70.76,B,9.3,No,Yes,None,Low,2,6.2
S5754,Sara,Smith,student4754@university.com,Female,20,CS,64.31,87.17,54.39,97.16,50.32,1.66,75.12,92.44,A,29.3,Yes,Yes,High School,Low,8,7.0
S5755,Emma,Williams,student4755@university.com,Female,22,CS,62.95,87.75,81.51,90.53,92.76,5.59,98.91,72.84,C,22.9,Yes,Yes,High School,Low,8,5.0
S5756,Maria,Davis,student4756@university.com,Male,24,Engineering,96.01,66.16,83.8,76.49,55.97,2.94,96.81,83.09,B,7.3,No,Yes,Master's,Low,2,7.7
S5757,Maria,Smith,student4757@university.com,Male,23,Business,90.28,63.19,98.12,76.27,50.88,1.65,64.06,65.3,B,9.3,No,Yes,Bachelor's,Medium,3,6.9
S5758,Sara,Johnson,student4758@university.com,Male,18,Business,57.05,51.52,53.94,87.44,67.69,6.19,69.29,52.98,F,26.6,No,Yes,Bachelor's,High,6,4.0
S5759,Liam,Williams,student4759@university.com,Male,22,Engineering,88.47,97.84,45.62,67.08,68.97,6.39,71.57,58.24,A,28.8,Yes,Yes,High School,Medium,4,6.7
S5760,John,Smith,student4760@university.com,Male,24,Engineering,,97.56,55.78,88.09,53.86,9.83,55.21,70.09,F,14.1,Yes,Yes,,Medium,9,6.1
S5761,John,Johnson,student4761@university.com,Female,23,CS,53.93,84.82,47.37,74.25,90.71,6.69,70.2,67.67,C,15.3,No,Yes,High School,Medium,7,7.3
S5762,Maria,Williams,student4762@university.com,Male,21,Mathematics,91.26,57.78,50.18,81.9,70.28,5.16,88.74,94.78,A,14.9,No,Yes,None,Medium,10,8.5
S5763,Maria,Brown,student4763@university.com,Male,22,CS,77.37,54.71,60.05,98.24,74.5,9.13,92.34,77.28,F,25.9,Yes,Yes,Master's,Low,9,5.3
S5764,Omar,Williams,student4764@university.com,Female,20,Business,83.46,99.32,64.84,73.57,63.23,8.28,94.31,81.36,C,16.3,Yes,Yes,Bachelor's,Low,7,7.4
S5765,Ali,Jones,student4765@university.com,Male,19,Engineering,74.64,43.99,94.22,,75.58,5.49,50.73,84.43,D,14.4,Yes,Yes,Bachelor's,Medium,6,4.8
S5766,Omar,Williams,student4766@university.com,Male,20,Engineering,84.89,90.61,51.74,95.29,88.34,5.11,89.44,76.58,D,20.5,Yes,Yes,Bachelor's,Medium,4,4.4
S5767,Omar,Jones,student4767@university.com,Male,21,CS,51.7,61.33,98.31,95.13,95.31,9.42,75.13,88.48,D,17.3,No,Yes,Bachelor's,High,8,8.7
S5768,Liam,Johnson,student4768@university.com,Female,24,Mathematics,88.14,65.13,88.61,99.62,98.53,6.17,60.31,89.16,A,18.3,No,Yes,Master's,Low,6,8.3
S5769,John,Williams,student4769@university.com,Male,18,Engineering,51.67,89.92,92.89,77.54,71.34,7.14,74.94,67.57,D,15.2,Yes,Yes,High School,Medium,10,6.5
S5770,Liam,Johnson,student4770@university.com,Female,22,Mathematics,,45.44,95.77,67.21,99.5,0.87,92.21,54.24,D,16.5,No,Yes,Bachelor's,Low,5,4.7
S5771,Liam,Johnson,student4771@university.com,Female,24,CS,57.55,61.25,85.19,,64.75,7.18,71.71,99.32,F,5.9,Yes,Yes,PhD,High,6,5.3
S5772,Sara,Smith,student4772@university.com,Male,18,Engineering,91.18,97.12,87.33,51.7,50.35,2.65,99.52,82.13,A,28.1,No,Yes,None,Medium,6,6.8
S5773,John,Johnson,student4773@university.com,Female,21,Business,65.68,81.94,66.27,86.34,88.38,1.16,80.83,85.45,F,5.8,No,Yes,None,Medium,2,7.3
S5774,Ali,Johnson,student4774@university.com,Male,22,Business,72.7,85.3,70.63,61.67,58.92,8.5,74.49,87.83,A,24.3,Yes,Yes,,Medium,3,7.5
S5775,Emma,Williams,student4775@university.com,Male,23,Mathematics,71.44,85.45,95.95,80.33,52.62,6.91,64.74,80.65,C,12.5,No,Yes,None,Medium,10,7.7
S5776,Maria,Williams,student4776@university.com,Male,23,CS,88.63,43.63,62.7,95.83,96.2,4.08,50.55,73.55,B,7.8,No,Yes,None,Low,9,5.0
S5777,Maria,Brown,student4777@university.com,Male,24,CS,74.06,52.19,42.52,97.51,89.59,4.31,80.53,99.23,B,20.2,No,Yes,Master's,Medium,8,5.5
S5778,Ali,Smith,student4778@university.com,Male,20,Engineering,89.45,69.48,85.77,50.22,55.13,1.97,78.87,86.38,A,22.7,Yes,Yes,None,Medium,8,4.1
S5779,Liam,Johnson,student4779@university.com,Female,24,CS,53.68,62.09,74.39,65.85,88.85,0.1,75.84,92.29,F,20.8,No,Yes,Master's,Low,1,4.4
S5780,Omar,Smith,student4780@university.com,Female,20,Mathematics,,64.65,88.89,91.87,92.2,3.49,76.89,71.98,B,19.4,No,Yes,,High,9,5.5
S5781,Sara,Jones,student4781@university.com,Female,21,CS,77.58,86.89,44.53,76.82,95.27,1.48,92.18,95.24,F,18.4,No,Yes,Master's,Low,4,4.9
S5782,Liam,Johnson,student4782@university.com,Female,23,Engineering,97.35,40.88,77.27,90.38,77.18,4.22,65.84,86.61,A,18.5,Yes,Yes,None,Low,2,6.5
S5783,Maria,Smith,student4783@university.com,Male,22,CS,53.74,79.63,54.86,92.67,85.17,8.34,77.51,87.31,C,26.6,No,Yes,PhD,Low,7,8.2
S5784,Ahmed,Brown,student4784@university.com,Male,23,Engineering,52.15,40.01,94.2,72.13,88.11,1.15,84.0,54.35,D,7.3,Yes,Yes,High School,High,6,7.6
S5785,Omar,Brown,student4785@university.com,Female,20,CS,57.83,43.78,46.59,,84.43,0.92,60.49,80.87,F,8.9,Yes,Yes,Master's,Low,9,7.8
S5786,Maria,Johnson,student4786@university.com,Male,24,CS,82.06,64.5,90.58,72.77,82.34,9.02,96.24,66.76,A,25.3,Yes,Yes,PhD,High,2,7.0
S5787,Ahmed,Jones,student4787@university.com,Female,21,CS,69.95,90.46,45.31,82.64,77.38,7.45,86.86,83.45,B,12.6,No,Yes,High School,Medium,6,7.5
S5788,Liam,Brown,student4788@university.com,Female,23,CS,91.28,48.7,41.51,68.36,73.96,0.53,52.66,78.41,A,24.3,No,No,High School,Low,8,4.9
S5789,Ali,Brown,student4789@university.com,Female,21,Mathematics,53.6,73.28,54.1,88.75,99.81,0.8,93.26,55.56,C,13.8,No,Yes,PhD,Medium,6,6.8
S5790,Ali,Jones,student4790@university.com,Female,23,CS,59.82,80.71,59.98,95.2,66.88,6.85,96.49,76.5,F,28.1,Yes,Yes,Bachelor's,High,8,6.9
S5791,Omar,Smith,student4791@university.com,Male,24,Engineering,65.0,53.77,77.59,64.12,54.41,3.7,89.68,72.56,F,12.0,No,Yes,Bachelor's,Medium,2,7.1
S5792,Maria,Brown,student4792@university.com,Male,18,Mathematics,81.34,70.74,47.9,98.25,88.25,7.24,71.31,88.82,D,15.7,Yes,Yes,Master's,Low,9,7.9
S5793,John,Williams,student4793@university.com,Female,24,Business,84.26,94.68,66.24,81.14,60.69,4.04,99.72,75.13,F,9.0,No,No,,Low,6,8.7
S5794,Ahmed,Davis,student4794@university.com,Female,23,Mathematics,56.21,70.73,52.26,93.91,76.63,9.68,56.22,74.06,D,21.7,No,Yes,Master's,Low,7,7.6
S5795,Sara,Davis,student4795@university.com,Female,20,Mathematics,97.19,49.44,91.32,55.2,54.79,6.94,76.83,85.97,A,15.1,No,Yes,PhD,Low,2,8.6
S5796,Maria,Brown,student4796@university.com,Female,24,Engineering,67.05,77.67,42.7,62.57,80.96,0.47,58.52,83.43,B,28.5,No,Yes,Bachelor's,Low,10,6.7
S5797,Sara,Smith,student4797@university.com,Female,22,Engineering,85.66,75.53,61.36,66.05,97.2,3.31,71.97,99.59,A,5.4,No,Yes,Bachelor's,Medium,8,5.4
S5798,Maria,Smith,student4798@university.com,Male,20,CS,76.21,41.62,77.88,65.14,86.14,5.64,96.37,67.6,F,14.7,No,Yes,None,Low,9,7.3
S5799,John,Johnson,student4799@university.com,Female,20,Engineering,61.14,45.44,94.79,58.59,60.73,1.42,89.71,84.42,C,5.6,Yes,No,,Medium,3,8.9
S5800,John,Williams,student4800@university.com,Female,20,Business,92.31,49.41,92.08,93.41,98.56,0.03,89.1,58.36,A,13.2,No,Yes,,Low,4,7.5
S5801,Omar,Smith,student4801@university.com,Male,21,Engineering,90.91,48.18,93.71,70.93,65.35,0.79,67.69,90.23,A,14.5,No,Yes,None,High,6,8.8
S5802,Omar,Jones,student4802@university.com,Male,19,Business,69.8,55.57,43.77,98.16,71.83,5.24,96.71,89.31,A,11.5,Yes,Yes,PhD,Medium,3,4.1
S5803,John,Williams,student4803@university.com,Male,19,Business,79.43,67.25,90.46,79.17,74.91,6.32,68.41,86.29,F,11.4,No,Yes,Master's,High,10,5.3
S5804,Emma,Davis,student4804@university.com,Male,18,CS,62.89,62.3,86.79,56.92,99.54,0.93,52.0,55.95,A,11.5,No,Yes,Master's,Medium,7,5.4
S5805,John,Williams,student4805@university.com,Male,20,Business,84.49,93.44,94.15,,53.44,6.65,81.89,99.38,F,11.7,Yes,Yes,None,Low,8,6.1
S5806,Ali,Jones,student4806@university.com,Male,19,Engineering,65.45,76.73,58.69,99.68,84.84,6.17,68.13,97.13,F,12.1,No,Yes,None,High,5,4.2
S5807,Ali,Brown,student4807@university.com,Male,18,CS,92.2,92.57,94.71,78.26,68.1,9.4,57.69,68.5,A,26.3,No,No,Master's,Medium,5,8.6
S5808,Emma,Jones,student4808@university.com,Male,21,Business,60.87,71.62,64.16,50.09,53.92,8.41,96.73,78.87,D,6.0,No,Yes,High School,Low,3,7.5
S5809,Liam,Jones,student4809@university.com,Male,20,Engineering,50.74,45.39,78.05,96.65,96.75,9.43,81.86,94.44,C,29.7,Yes,Yes,,Medium,4,4.4
S5810,Ahmed,Brown,student4810@university.com,Female,22,Business,63.43,67.8,65.45,,79.49,9.66,97.03,74.73,D,12.0,No,Yes,High School,Low,3,4.9
S5811,Liam,Brown,student4811@university.com,Male,21,Engineering,59.55,89.32,65.66,84.43,87.68,4.41,79.15,79.96,F,5.7,No,Yes,PhD,Low,8,7.0
S5812,Sara,Brown,student4812@university.com,Female,18,CS,75.41,51.65,72.8,75.75,62.02,4.88,53.19,80.16,C,9.4,No,Yes,PhD,High,3,8.5
S5813,Liam,Brown,student4813@university.com,Female,21,Business,60.19,45.47,61.36,66.27,88.08,2.82,51.5,82.46,A,28.5,No,Yes,Bachelor's,High,2,4.4
S5814,Maria,Brown,student4814@university.com,Female,22,Engineering,88.16,59.77,87.56,64.13,91.42,5.08,95.03,78.78,A,29.9,No,Yes,Bachelor's,Low,6,6.2
S5815,Liam,Jones,student4815@university.com,Female,21,CS,62.07,63.33,78.02,96.44,71.54,1.51,51.94,70.3,C,11.2,No,No,High School,Medium,8,5.0
S5816,Maria,Johnson,student4816@university.com,Female,18,CS,85.35,58.38,81.39,95.6,78.6,6.71,80.76,76.97,A,10.6,No,Yes,Master's,Medium,10,4.9
S5817,Emma,Johnson,student4817@university.com,Female,22,Business,78.92,48.11,53.86,75.66,98.59,0.25,64.9,93.57,C,25.9,No,Yes,,Medium,8,7.7
S5818,Ali,Smith,student4818@university.com,Female,22,CS,99.31,55.05,98.17,62.92,92.34,2.36,84.38,93.21,B,27.9,No,No,,Medium,6,8.1
S5819,Omar,Johnson,student4819@university.com,Female,21,Business,100.0,80.94,79.61,55.12,72.24,2.08,64.24,88.63,A,21.3,No,Yes,High School,Medium,6,8.6
S5820,Maria,Davis,student4820@university.com,Male,22,CS,93.48,63.16,51.83,57.83,83.23,9.38,51.86,70.71,A,28.4,Yes,Yes,Master's,Medium,6,7.4
S5821,Ali,Johnson,student4821@university.com,Female,24,Engineering,88.0,77.95,85.03,76.11,89.21,1.45,86.54,89.3,A,28.8,No,Yes,,Low,5,4.3
S5822,Ahmed,Jones,student4822@university.com,Female,21,Mathematics,69.32,72.18,50.42,65.39,51.22,8.91,65.55,69.39,A,24.0,No,No,PhD,Medium,4,5.8
S5823,Sara,Brown,student4823@university.com,Female,20,CS,87.66,72.94,43.8,52.1,79.42,1.24,77.54,83.2,A,13.7,No,Yes,,Medium,2,6.2
S5824,Ahmed,Brown,student4824@university.com,Female,22,Engineering,97.83,54.91,71.65,72.76,99.23,6.51,88.69,78.37,B,8.7,No,Yes,None,Low,5,5.4
S5825,Emma,Jones,student4825@university.com,Male,21,Business,,71.29,73.21,87.31,97.36,3.2,85.14,65.0,B,17.9,Yes,Yes,,Low,2,6.7
S5826,Liam,Davis,student4826@university.com,Female,20,Business,76.9,41.42,51.34,94.58,91.62,3.16,67.43,72.64,C,12.2,Yes,Yes,Bachelor's,Medium,9,5.2
S5827,Liam,Johnson,student4827@university.com,Male,22,Engineering,60.9,65.9,60.9,79.26,55.31,9.98,87.39,91.52,C,8.0,Yes,Yes,Bachelor's,Low,4,8.5
S5828,John,Jones,student4828@university.com,Male,20,Engineering,,74.36,96.75,86.16,99.7,2.26,96.28,95.64,C,14.8,Yes,No,Master's,High,1,4.7
S5829,John,Smith,student4829@university.com,Female,23,Business,73.32,50.92,57.1,,80.48,2.03,80.5,60.26,C,17.0,No,Yes,Bachelor's,Low,10,6.1
S5830,John,Brown,student4830@university.com,Female,22,Business,78.79,55.39,49.33,74.81,61.15,5.89,85.18,72.81,A,21.5,No,Yes,Bachelor's,Medium,1,4.6
S5831,Ahmed,Williams,student4831@university.com,Male,23,Business,77.55,53.17,99.55,86.48,83.71,7.41,93.3,71.68,F,10.5,Yes,Yes,,High,10,5.8
S5832,Maria,Smith,student4832@university.com,Female,18,CS,98.01,44.23,58.14,86.38,92.83,9.83,92.18,74.45,A,26.7,No,Yes,Bachelor's,High,5,6.4
S5833,Sara,Davis,student4833@university.com,Female,18,Mathematics,77.61,60.87,80.82,71.23,55.62,7.01,67.58,98.83,B,9.6,No,No,Master's,Medium,8,6.8
S5834,John,Smith,student4834@university.com,Male,21,Engineering,92.31,98.74,53.89,77.18,95.82,5.62,99.59,75.94,B,29.9,Yes,Yes,Master's,Low,7,5.7
S5835,Emma,Jones,student4835@university.com,Male,19,CS,65.99,61.23,73.01,,96.01,4.09,51.43,91.5,B,18.9,No,Yes,PhD,Medium,7,8.0
S5836,Emma,Johnson,student4836@university.com,Female,23,CS,71.91,67.63,63.18,81.6,50.67,5.95,99.34,83.2,B,8.7,No,No,High School,Low,5,6.6
S5837,John,Brown,student4837@university.com,Female,23,CS,73.52,79.19,97.69,82.13,95.02,6.01,62.3,55.36,C,25.9,Yes,Yes,High School,Low,9,9.0
S5838,Liam,Davis,student4838@university.com,Female,18,CS,,78.91,65.97,89.23,97.34,2.18,72.02,84.78,B,11.3,No,Yes,High School,High,5,4.6
S5839,John,Davis,student4839@university.com,Male,23,CS,68.99,96.99,75.05,55.76,51.88,6.71,94.18,82.35,B,9.7,Yes,Yes,Master's,Low,1,4.9
S5840,Sara,Williams,student4840@university.com,Female,19,CS,79.93,91.45,96.69,76.14,64.71,2.04,62.22,87.92,D,8.4,No,Yes,Bachelor's,Medium,5,8.0
S5841,John,Smith,student4841@university.com,Male,20,Engineering,79.01,87.64,99.35,97.97,68.66,4.9,61.24,53.72,B,18.8,No,Yes,High School,Medium,3,6.8
S5842,Sara,Williams,student4842@university.com,Male,20,CS,81.82,97.1,46.1,,67.44,2.6,82.16,62.07,F,27.0,Yes,Yes,Bachelor's,Low,3,5.8
S5843,Emma,Johnson,student4843@university.com,Female,19,CS,67.59,53.85,90.06,64.75,87.95,3.13,85.27,88.46,B,27.4,No,Yes,Bachelor's,High,5,6.1
S5844,John,Johnson,student4844@university.com,Male,23,CS,65.79,77.02,62.93,80.06,67.91,6.14,50.37,68.53,F,24.6,No,Yes,PhD,Low,1,6.8
S5845,Ahmed,Williams,student4845@university.com,Female,23,CS,80.58,93.23,75.69,61.06,97.83,0.64,72.52,95.54,B,19.5,No,Yes,High School,Low,8,4.4
S5846,Omar,Brown,student4846@university.com,Female,23,CS,56.64,77.45,62.5,77.8,99.75,0.12,74.46,75.88,D,18.2,No,Yes,Master's,Low,9,7.8
S5847,Ahmed,Johnson,student4847@university.com,Male,24,Engineering,62.65,98.65,64.07,57.78,65.84,1.31,63.59,50.05,B,14.3,Yes,No,Master's,Medium,10,6.2
S5848,Emma,Williams,student4848@university.com,Female,21,Mathematics,,46.02,49.53,78.99,75.44,1.69,77.31,84.94,B,6.1,Yes,Yes,PhD,Medium,4,6.1
S5849,Sara,Smith,student4849@university.com,Male,22,Business,,66.36,74.37,80.12,77.89,1.98,57.73,75.67,D,25.9,No,Yes,High School,High,1,7.9
S5850,Ahmed,Williams,student4850@university.com,Male,19,Business,62.17,98.64,72.8,70.92,78.97,7.74,66.18,65.85,D,30.0,No,Yes,,Medium,2,6.8
S5851,Sara,Williams,student4851@university.com,Female,19,CS,50.98,62.77,51.36,69.14,68.71,4.47,85.66,51.02,F,28.0,No,Yes,,Medium,7,7.8
S5852,Ahmed,Jones,student4852@university.com,Female,24,CS,62.27,84.37,72.5,62.27,58.3,4.7,93.69,59.94,D,28.3,No,Yes,Master's,Low,1,8.6
S5853,Ahmed,Johnson,student4853@university.com,Female,19,CS,82.75,41.82,98.39,66.55,52.73,6.44,79.47,58.08,A,13.3,Yes,Yes,Master's,Medium,3,8.7
S5854,Sara,Brown,student4854@university.com,Female,19,Business,53.06,81.69,82.86,74.92,55.32,7.29,53.74,79.14,D,7.5,Yes,Yes,Master's,Medium,7,6.1
S5855,Maria,Brown,student4855@university.com,Male,24,CS,71.84,96.08,68.86,,95.06,0.04,83.94,88.48,C,26.8,No,Yes,Bachelor's,Medium,4,4.3
S5856,Ahmed,Jones,student4856@university.com,Male,19,Engineering,95.66,62.96,94.97,89.14,64.02,8.57,94.88,61.73,B,24.1,Yes,Yes,Master's,Medium,10,4.1
S5857,John,Davis,student4857@university.com,Male,23,CS,,41.28,74.52,85.45,53.84,9.88,75.22,84.89,A,14.8,No,Yes,High School,High,4,7.5
S5858,Omar,Brown,student4858@university.com,Female,24,CS,65.27,41.67,48.1,63.47,81.18,1.22,74.68,94.99,C,25.8,No,Yes,Bachelor's,Low,1,4.4
S5859,Emma,Williams,student4859@university.com,Male,21,Mathematics,,93.52,72.85,54.87,53.77,6.51,99.57,81.08,B,8.5,No,Yes,High School,Medium,8,6.0
S5860,Maria,Jones,student4860@university.com,Male,18,Business,66.48,83.35,50.86,50.01,53.5,0.02,81.81,88.78,B,21.3,Yes,Yes,,High,4,7.3
S5861,Sara,Smith,student4861@university.com,Female,23,Business,53.63,46.4,86.05,79.84,81.08,0.49,90.3,60.21,D,28.8,No,Yes,None,Low,9,9.0
S5862,Maria,Johnson,student4862@university.com,Female,23,Engineering,99.7,43.28,98.03,60.57,79.57,2.85,82.32,53.75,A,27.8,No,Yes,Bachelor's,Low,5,5.1
S5863,Ali,Johnson,student4863@university.com,Female,22,Business,,88.29,61.65,50.63,52.07,8.46,61.05,68.27,F,24.0,No,Yes,Master's,Medium,6,4.0
S5864,Ali,Johnson,student4864@university.com,Male,24,Engineering,,88.59,66.1,67.95,73.02,6.53,64.2,85.45,B,11.7,No,No,Master's,High,6,4.2
S5865,Ahmed,Williams,student4865@university.com,Female,18,Mathematics,83.32,47.23,65.29,98.1,71.79,4.46,83.29,84.3,D,7.6,No,No,Bachelor's,High,9,5.1
S5866,Ahmed,Smith,student4866@university.com,Male,19,CS,,58.09,57.12,,77.33,4.39,72.8,97.75,F,13.1,No,Yes,High School,Low,3,9.0
S5867,John,Jones,student4867@university.com,Male,18,Engineering,59.72,86.8,87.65,,86.89,4.66,70.22,81.5,D,20.4,Yes,No,None,High,6,4.4
S5868,Omar,Jones,student4868@university.com,Male,21,Engineering,60.0,71.52,77.06,57.24,64.14,3.11,51.12,70.56,B,12.9,No,Yes,,Medium,9,7.7
S5869,Emma,Johnson,student4869@university.com,Male,20,CS,,97.4,43.84,53.66,71.64,8.78,94.22,89.86,C,15.3,No,No,Master's,Medium,8,4.7
S5870,Maria,Smith,student4870@university.com,Male,23,Business,95.58,68.86,90.33,50.58,89.64,5.68,94.22,57.65,B,15.1,Yes,Yes,None,High,7,5.0
S5871,Ali,Smith,student4871@university.com,Female,24,Mathematics,50.5,80.62,51.23,97.78,96.13,4.84,73.05,90.65,D,13.4,Yes,No,Bachelor's,High,4,4.4
S5872,Ahmed,Smith,student4872@university.com,Male,24,Engineering,89.13,70.59,98.75,65.01,94.57,4.65,85.04,68.3,A,28.1,Yes,Yes,Bachelor's,Medium,5,5.1
S5873,Liam,Brown,student4873@university.com,Female,18,CS,52.88,96.58,62.6,72.98,73.88,9.36,58.89,57.7,F,13.0,No,Yes,Bachelor's,Medium,7,4.6
S5874,Liam,Brown,student4874@university.com,Male,22,Engineering,73.91,63.92,76.99,69.73,76.04,7.24,75.19,58.11,F,29.8,No,Yes,,Medium,6,4.1
S5875,Emma,Johnson,student4875@university.com,Male,21,Business,,53.79,44.67,86.52,76.46,1.45,71.94,99.18,F,10.2,Yes,Yes,High School,Low,5,8.0
S5876,Maria,Smith,student4876@university.com,Female,20,Engineering,84.34,59.6,60.68,65.5,93.44,4.37,82.83,81.16,C,26.8,No,Yes,PhD,Medium,9,5.0
S5877,Ahmed,Davis,student4877@university.com,Male,21,CS,52.92,91.17,88.14,76.77,92.0,2.88,73.48,58.71,D,23.3,No,No,,High,5,4.6
S5878,Ahmed,Smith,student4878@university.com,Male,24,Engineering,70.93,69.88,68.63,99.78,65.58,9.87,74.92,63.43,C,21.7,Yes,Yes,PhD,Low,6,5.4
S5879,Ali,Jones,student4879@university.com,Female,19,CS,79.19,61.26,94.28,72.2,58.14,4.15,64.79,68.6,D,16.1,No,Yes,High School,High,10,7.8
S5880,Ali,Jones,student4880@university.com,Female,20,Business,53.3,72.66,74.51,77.56,68.95,0.68,52.42,52.79,D,25.4,Yes,Yes,Master's,Low,7,5.1
S5881,Ahmed,Johnson,student4881@university.com,Male,24,CS,56.75,47.99,95.71,75.13,64.42,4.11,95.85,55.42,C,17.3,No,Yes,PhD,Low,2,6.7
S5882,Sara,Davis,student4882@university.com,Male,22,Engineering,83.18,40.32,98.96,90.16,97.54,3.21,50.61,88.09,F,8.4,No,Yes,Bachelor's,Low,5,5.1
S5883,Ahmed,Smith,student4883@university.com,Male,20,Business,76.08,56.84,67.23,,63.3,6.0,64.07,89.34,C,12.0,No,No,PhD,Medium,6,5.9
S5884,Emma,Davis,student4884@university.com,Female,24,CS,58.09,76.3,73.91,,59.06,2.26,72.38,99.41,D,9.6,Yes,Yes,None,Medium,3,6.6
S5885,Ahmed,Johnson,student4885@university.com,Male,22,CS,76.76,82.7,90.1,87.7,94.97,0.36,65.95,53.38,D,19.2,No,Yes,High School,Low,4,7.8
S5886,John,Jones,student4886@university.com,Female,19,CS,95.63,89.6,53.29,,54.32,0.96,77.6,94.46,B,21.4,Yes,Yes,None,Medium,2,5.4
S5887,Omar,Jones,student4887@university.com,Female,22,CS,50.78,95.6,91.7,95.69,63.01,2.83,73.08,65.86,D,13.4,No,Yes,High School,Medium,7,6.2
S5888,John,Brown,student4888@university.com,Male,21,CS,82.13,64.73,75.52,82.21,71.96,3.48,62.77,66.39,D,6.0,Yes,Yes,High School,High,2,7.2
S5889,John,Johnson,student4889@university.com,Female,18,Mathematics,53.68,84.43,83.53,78.22,79.76,8.34,54.4,56.36,C,21.5,Yes,Yes,,Low,2,5.4
S5890,Sara,Johnson,student4890@university.com,Male,21,Business,50.32,44.48,44.79,53.52,66.38,2.7,56.88,99.32,D,6.5,Yes,No,,Medium,5,5.1
S5891,Sara,Smith,student4891@university.com,Male,24,Business,57.53,43.45,85.97,86.52,74.81,0.31,74.32,99.05,F,29.1,No,Yes,High School,Low,5,6.8
S5892,Liam,Smith,student4892@university.com,Female,24,Mathematics,71.15,47.49,58.65,,59.94,7.81,92.3,93.24,F,27.2,No,Yes,Bachelor's,Low,6,8.8
S5893,Ahmed,Brown,student4893@university.com,Female,23,CS,90.12,66.91,88.31,82.0,78.71,8.69,55.03,54.54,A,25.8,No,Yes,None,Low,2,8.6
S5894,John,Williams,student4894@university.com,Female,21,CS,64.09,52.68,70.55,63.4,70.39,4.92,83.86,92.08,D,14.2,Yes,Yes,,Low,9,7.0
S5895,Sara,Davis,student4895@university.com,Female,20,CS,81.28,57.22,56.48,97.34,92.46,2.85,89.6,81.73,C,23.6,No,Yes,Master's,Low,2,6.1
S5896,Ali,Williams,student4896@university.com,Female,19,Business,,78.87,97.17,66.08,70.79,7.72,63.84,56.44,B,6.1,No,Yes,High School,Low,1,6.8
S5897,Ahmed,Williams,student4897@university.com,Female,23,Engineering,61.72,61.51,85.9,57.61,72.19,0.09,83.41,63.09,A,7.2,No,Yes,Bachelor's,Low,4,8.0
S5898,Emma,Johnson,student4898@university.com,Male,23,CS,75.71,73.44,99.14,99.36,79.61,9.24,84.33,84.46,D,17.4,No,Yes,High School,Medium,2,4.5
S5899,Omar,Davis,student4899@university.com,Male,23,CS,89.87,64.74,61.87,87.31,56.16,8.66,85.39,90.17,B,19.7,Yes,Yes,,Medium,7,7.9
S5900,Maria,Johnson,student4900@university.com,Male,24,Engineering,91.62,50.14,78.95,70.74,57.84,5.45,94.54,92.4,A,24.2,No,Yes,,Low,4,7.3
S5901,Ahmed,Davis,student4901@university.com,Female,18,Engineering,92.33,44.44,76.7,96.8,89.51,2.78,69.93,77.19,A,12.4,No,Yes,PhD,Low,2,5.3
S5902,Maria,Jones,student4902@university.com,Female,22,Business,66.93,54.17,81.25,54.56,63.67,0.33,62.18,76.73,C,18.6,Yes,Yes,,Low,10,8.4
S5903,John,Johnson,student4903@university.com,Female,20,CS,,43.46,42.3,54.38,84.23,10.0,77.19,84.21,A,6.6,No,Yes,Master's,Medium,5,4.4
S5904,Omar,Johnson,student4904@university.com,Male,24,Mathematics,60.61,77.12,57.5,84.12,54.87,7.62,53.13,88.89,D,16.8,No,Yes,Master's,High,9,8.6
S5905,Maria,Johnson,student4905@university.com,Male,19,Engineering,86.92,87.74,94.56,58.9,91.09,3.39,66.7,58.53,B,21.8,Yes,Yes,High School,Medium,4,5.9
S5906,John,Brown,student4906@university.com,Female,24,Business,97.42,60.38,65.43,95.86,99.41,0.19,94.16,86.99,B,29.7,No,No,Bachelor's,Low,1,8.1
S5907,Ali,Johnson,student4907@university.com,Female,18,Mathematics,50.69,63.23,97.64,92.02,68.68,6.39,76.6,67.08,D,24.2,No,Yes,PhD,Low,8,4.8
S5908,Maria,Smith,student4908@university.com,Female,24,Mathematics,,88.97,52.81,65.32,75.28,9.87,71.83,69.19,D,29.9,No,Yes,Master's,Low,8,6.8
S5909,Omar,Smith,student4909@university.com,Female,24,CS,82.39,53.36,99.85,,72.14,7.07,63.28,53.89,C,17.4,No,Yes,PhD,Medium,10,4.2
S5910,Liam,Davis,student4910@university.com,Male,21,CS,85.09,47.15,81.85,52.14,94.71,0.84,62.52,79.42,A,15.8,No,Yes,None,Medium,10,5.4
S5911,Ahmed,Jones,student4911@university.com,Male,19,Engineering,58.8,70.07,86.58,77.43,50.5,4.02,61.83,54.67,F,25.9,Yes,Yes,High School,Medium,5,8.1
S5912,John,Brown,student4912@university.com,Male,23,Engineering,98.61,78.77,63.81,96.78,82.67,1.09,91.46,95.66,A,16.6,No,Yes,PhD,Medium,8,6.3
S5913,Ahmed,Davis,student4913@university.com,Female,19,Engineering,80.76,75.98,94.42,92.77,82.62,9.12,99.25,81.05,B,23.9,No,Yes,Master's,High,1,7.3
S5914,Omar,Smith,student4914@university.com,Male,19,Mathematics,58.22,82.83,72.73,67.8,69.12,3.3,76.74,99.51,C,29.9,No,Yes,,Low,2,8.0
S5915,Sara,Brown,student4915@university.com,Female,21,CS,51.03,43.41,80.86,59.14,60.97,7.33,53.99,62.28,D,23.1,Yes,Yes,Master's,Low,4,6.7
S5916,John,Brown,student4916@university.com,Female,22,Engineering,89.16,65.69,45.69,60.53,61.98,0.85,87.55,83.98,A,5.4,No,Yes,Master's,High,3,6.9
S5917,Maria,Jones,student4917@university.com,Female,24,CS,53.99,54.31,77.9,75.73,90.02,1.28,93.85,98.22,F,9.5,No,No,Bachelor's,Medium,3,7.8
S5918,John,Brown,student4918@university.com,Male,20,Business,57.05,85.55,92.74,79.84,53.31,6.79,96.56,64.93,C,11.9,Yes,Yes,High School,Medium,9,4.6
S5919,Ahmed,Johnson,student4919@university.com,Male,23,Mathematics,78.74,92.36,50.7,51.64,78.19,8.43,81.44,54.82,F,25.6,No,Yes,Bachelor's,High,9,4.4
S5920,Ali,Brown,student4920@university.com,Female,22,Engineering,80.18,56.88,84.26,70.68,65.34,2.01,75.34,81.7,B,28.3,Yes,Yes,,High,8,7.1
S5921,John,Jones,student4921@university.com,Male,18,CS,84.34,45.71,41.52,91.52,63.26,4.18,81.03,68.3,D,21.2,Yes,Yes,,Medium,7,8.9
S5922,Maria,Davis,student4922@university.com,Female,24,Business,,55.21,95.57,72.22,75.29,6.19,50.65,63.65,B,7.2,Yes,Yes,Master's,High,8,7.2
S5923,Sara,Jones,student4923@university.com,Female,23,Engineering,88.69,46.24,98.98,58.46,94.89,7.96,82.77,99.68,A,17.5,No,Yes,,Medium,4,7.5
S5924,Liam,Jones,student4924@university.com,Female,20,CS,98.72,59.35,61.25,97.74,80.9,6.28,85.48,87.71,A,26.5,No,Yes,Bachelor's,Low,7,7.3
S5925,Emma,Smith,student4925@university.com,Male,24,Business,,72.29,46.42,,89.43,0.95,86.1,74.27,F,14.1,No,Yes,PhD,High,8,7.0
S5926,Ali,Johnson,student4926@university.com,Male,18,Mathematics,85.15,98.42,79.51,89.92,80.03,5.43,78.15,52.5,A,6.6,No,Yes,Bachelor's,High,4,5.0
S5927,Liam,Smith,student4927@university.com,Female,21,Engineering,96.42,63.96,41.79,59.69,84.89,8.85,85.0,59.58,B,24.5,No,Yes,High School,Medium,5,8.2
S5928,Sara,Davis,student4928@university.com,Male,22,Engineering,84.31,53.2,68.95,71.16,71.62,8.68,81.94,64.94,C,21.4,No,No,,Medium,8,6.9
S5929,John,Williams,student4929@university.com,Male,24,CS,84.06,50.01,56.31,74.52,96.3,5.85,55.78,74.36,A,16.7,Yes,No,PhD,High,2,8.9
S5930,Ahmed,Davis,student4930@university.com,Male,23,Engineering,61.19,50.38,68.4,75.03,75.1,9.96,94.92,74.86,D,26.2,No,Yes,Bachelor's,Medium,4,4.3
S5931,Omar,Johnson,student4931@university.com,Male,19,Engineering,76.76,51.56,41.1,75.82,77.59,1.05,81.14,51.24,A,26.2,No,Yes,None,Medium,4,5.5
S5932,Ahmed,Brown,student4932@university.com,Female,20,CS,78.13,85.74,43.1,,76.25,4.79,86.39,97.17,D,22.5,No,Yes,Bachelor's,Low,10,4.5
S5933,Liam,Jones,student4933@university.com,Male,24,CS,85.01,43.66,40.96,75.8,65.81,7.75,67.14,77.14,A,28.6,No,Yes,PhD,Low,4,8.3
S5934,Maria,Williams,student4934@university.com,Female,23,CS,99.84,99.84,77.15,74.09,61.56,1.41,95.96,50.99,A,16.3,Yes,No,Master's,Medium,1,8.1
S5935,Ahmed,Johnson,student4935@university.com,Female,19,CS,51.68,71.36,73.61,,53.69,9.73,75.13,85.07,C,23.2,No,Yes,,Medium,6,7.9
S5936,Ali,Smith,student4936@university.com,Male,23,Engineering,53.26,72.66,53.99,,85.91,3.54,83.95,53.57,F,25.8,No,Yes,Master's,High,3,7.4
S5937,Ahmed,Jones,student4937@university.com,Female,24,Engineering,53.9,61.45,78.8,93.28,64.46,3.5,97.61,86.06,D,20.9,Yes,Yes,Bachelor's,Low,2,4.5
S5938,Maria,Davis,student4938@university.com,Female,18,Engineering,87.15,81.42,93.05,,69.46,2.13,95.8,85.07,A,18.8,No,Yes,,Medium,10,6.0
S5939,Emma,Smith,student4939@university.com,Male,19,CS,56.82,68.29,56.64,84.28,96.0,2.88,82.24,99.25,F,23.3,No,Yes,High School,High,8,7.5
S5940,John,Johnson,student4940@university.com,Female,19,Engineering,81.12,59.74,89.92,57.99,78.32,5.78,58.29,67.1,C,13.9,No,Yes,None,High,7,5.8
S5941,Omar,Johnson,student4941@university.com,Female,23,Business,66.23,55.91,79.75,,54.85,4.29,97.53,57.22,D,14.2,No,No,PhD,Medium,7,7.6
S5942,Liam,Davis,student4942@university.com,Male,21,Engineering,72.87,95.54,42.03,91.07,89.98,1.93,99.21,54.59,C,29.4,No,Yes,High School,High,7,5.4
S5943,John,Williams,student4943@university.com,Male,24,Mathematics,,57.46,62.51,51.94,62.81,8.09,55.17,53.59,A,8.0,No,Yes,None,High,2,6.7
S5944,Ahmed,Davis,student4944@university.com,Male,21,Engineering,93.31,66.18,70.47,74.79,77.64,0.62,72.51,90.52,B,26.0,No,Yes,None,Medium,5,5.8
S5945,Sara,Brown,student4945@university.com,Male,22,Engineering,79.31,61.02,83.9,,75.5,8.35,77.41,85.93,F,24.7,No,Yes,Bachelor's,High,1,8.6
S5946,John,Smith,student4946@university.com,Male,18,CS,97.23,45.17,57.23,60.61,61.9,2.75,54.6,98.8,A,6.4,No,Yes,,Medium,2,6.2
S5947,Emma,Williams,student4947@university.com,Female,21,Engineering,78.73,51.16,98.96,68.91,55.79,4.96,59.48,65.46,F,22.6,Yes,Yes,None,Medium,10,5.4
S5948,Ahmed,Jones,student4948@university.com,Female,23,Business,56.2,51.37,81.07,99.17,60.56,3.81,76.89,90.16,D,7.3,Yes,Yes,None,Low,1,4.3
S5949,Omar,Brown,student4949@university.com,Male,24,Mathematics,58.54,81.62,62.37,86.16,54.87,5.71,98.15,54.65,D,10.3,No,Yes,Bachelor's,High,6,4.7
S5950,Maria,Williams,student4950@university.com,Male,21,Mathematics,99.45,64.4,45.82,64.98,63.78,7.96,51.39,95.19,A,29.0,No,Yes,Bachelor's,Low,9,6.8
S5951,Emma,Smith,student4951@university.com,Female,22,CS,,86.92,50.88,80.27,99.86,9.89,95.62,52.59,F,14.1,No,Yes,Master's,Low,8,7.5
S5952,Ahmed,Johnson,student4952@university.com,Male,20,Engineering,52.46,82.54,69.26,62.33,70.1,3.06,94.93,89.39,D,6.4,No,Yes,,Low,6,8.8
S5953,Emma,Jones,student4953@university.com,Male,22,Engineering,85.19,51.52,69.68,80.54,93.19,5.54,92.86,65.37,B,18.0,Yes,Yes,Master's,Low,7,7.0
S5954,John,Davis,student4954@university.com,Female,19,Engineering,70.61,73.78,86.06,94.81,77.46,4.66,68.88,59.06,D,10.2,No,Yes,Master's,High,3,7.4
S5955,Omar,Smith,student4955@university.com,Female,24,CS,65.36,84.57,83.57,77.84,83.33,9.99,74.54,85.23,F,15.7,No,Yes,High School,High,10,7.1
S5956,Maria,Brown,student4956@university.com,Female,19,Business,57.7,77.98,52.08,86.67,57.82,8.09,70.18,94.79,F,7.5,Yes,Yes,High School,High,2,8.5
S5957,Ahmed,Brown,student4957@university.com,Male,21,Mathematics,92.0,76.0,75.7,,63.74,3.97,97.38,88.21,A,7.4,No,Yes,,Low,8,5.5
S5958,Ali,Johnson,student4958@university.com,Female,21,Engineering,53.19,84.38,41.24,76.21,75.52,4.77,76.07,65.65,C,17.6,No,Yes,PhD,Low,5,7.0
S5959,Liam,Johnson,student4959@university.com,Male,22,CS,64.49,43.41,63.91,84.75,94.06,2.46,54.03,67.68,C,13.4,Yes,Yes,Master's,Low,7,8.8
S5960,Maria,Jones,student4960@university.com,Female,22,CS,65.32,83.89,85.85,90.62,52.14,7.55,63.7,59.47,F,8.9,No,Yes,Master's,Medium,4,4.0
S5961,Ali,Davis,student4961@university.com,Male,23,Engineering,58.05,56.36,63.97,82.97,75.35,8.45,73.1,91.2,D,19.5,Yes,Yes,,Low,4,5.4
S5962,Emma,Jones,student4962@university.com,Male,18,CS,75.41,74.31,90.14,,52.55,9.65,97.68,55.35,B,6.6,Yes,Yes,Master's,High,5,7.8
S5963,Sara,Johnson,student4963@university.com,Male,23,Mathematics,50.59,54.54,98.57,90.99,72.84,5.66,78.45,95.16,C,23.8,No,No,,High,4,6.3
S5964,Maria,Johnson,student4964@university.com,Female,19,Engineering,65.05,90.33,76.43,88.86,81.44,6.71,84.8,80.06,D,6.3,Yes,Yes,High School,Low,5,4.8
S5965,Emma,Brown,student4965@university.com,Female,23,Engineering,96.68,68.83,48.7,92.26,87.24,4.46,54.43,79.44,A,29.3,No,No,None,Medium,7,6.9
S5966,Ali,Johnson,student4966@university.com,Female,22,Engineering,65.53,78.58,62.78,64.06,56.93,6.09,93.87,91.89,C,23.4,No,Yes,High School,Medium,6,6.6
S5967,John,Williams,student4967@university.com,Male,24,CS,68.02,87.64,40.57,71.6,58.33,3.49,76.95,83.38,F,27.4,No,Yes,Master's,Low,7,6.3
S5968,John,Smith,student4968@university.com,Female,23,Mathematics,73.66,93.72,76.16,,73.5,7.38,96.06,65.21,C,16.0,Yes,Yes,,Medium,7,5.7
S5969,Sara,Johnson,student4969@university.com,Female,20,Engineering,78.08,83.92,89.29,73.12,99.9,0.23,72.27,67.48,B,6.5,No,Yes,PhD,High,9,4.3
S5970,Liam,Jones,student4970@university.com,Male,18,Mathematics,90.44,48.93,77.8,,67.8,0.28,84.15,58.65,B,10.7,Yes,Yes,None,High,2,7.0
S5971,Maria,Davis,student4971@university.com,Male,22,Engineering,59.52,91.27,87.17,51.35,71.38,7.16,73.54,73.2,F,29.3,Yes,Yes,None,Low,3,6.6
S5972,Maria,Davis,student4972@university.com,Female,24,Business,93.59,77.11,87.99,60.46,71.62,9.31,57.13,55.51,B,20.5,No,Yes,None,Medium,3,6.9
S5973,Maria,Davis,student4973@university.com,Female,21,CS,87.88,76.57,91.06,94.09,54.04,6.32,63.6,82.65,A,10.7,No,Yes,High School,Medium,6,4.0
S5974,Liam,Williams,student4974@university.com,Female,23,Engineering,86.13,95.28,56.0,52.96,88.71,7.27,53.36,58.46,A,17.1,Yes,Yes,PhD,Low,1,4.4
S5975,Emma,Jones,student4975@university.com,Male,22,Business,54.34,54.93,92.28,61.35,62.66,8.24,72.01,93.2,D,12.9,No,Yes,Bachelor's,Low,9,4.8
S5976,Omar,Williams,student4976@university.com,Female,21,Business,51.08,54.38,79.25,67.56,85.18,3.62,82.47,85.02,D,17.2,Yes,Yes,,Medium,5,6.2
S5977,Omar,Johnson,student4977@university.com,Male,21,Business,79.7,70.79,57.38,87.54,73.75,1.08,62.19,94.58,B,25.9,No,No,PhD,Medium,6,8.0
S5978,Sara,Smith,student4978@university.com,Male,19,CS,93.16,85.05,99.24,,80.59,9.33,74.52,54.35,B,10.6,No,Yes,Master's,Medium,7,5.2
S5979,Maria,Davis,student4979@university.com,Female,19,Mathematics,79.22,66.83,97.01,97.73,52.7,9.39,72.95,89.93,D,15.0,No,Yes,PhD,High,1,8.0
S5980,Emma,Jones,student4980@university.com,Female,24,Mathematics,60.66,78.03,74.47,61.39,94.5,4.42,76.67,94.04,D,16.2,No,Yes,High School,Medium,3,5.2
S5981,John,Davis,student4981@university.com,Male,22,CS,54.53,67.15,90.59,93.61,62.19,2.17,59.23,52.23,C,19.7,No,Yes,,Medium,9,7.7
S5982,Ali,Williams,student4982@university.com,Male,24,Mathematics,84.98,76.62,55.69,64.15,83.5,8.92,76.7,99.95,C,6.9,No,Yes,PhD,Low,5,8.4
S5983,Emma,Brown,student4983@university.com,Female,22,CS,86.09,89.34,64.96,62.27,89.9,7.08,68.21,65.03,A,10.2,No,Yes,PhD,High,2,8.1
S5984,Liam,Johnson,student4984@university.com,Female,20,Engineering,58.63,50.83,51.04,74.92,77.0,0.08,64.3,60.59,C,14.9,No,Yes,,High,3,7.7
S5985,Omar,Smith,student4985@university.com,Female,18,CS,51.41,81.72,71.21,,66.87,1.08,79.3,70.75,D,25.2,No,Yes,Bachelor's,High,6,4.2
S5986,Omar,Johnson,student4986@university.com,Male,18,Mathematics,70.41,87.25,69.76,69.22,98.9,9.83,57.4,50.43,C,9.7,No,Yes,,Medium,3,5.7
S5987,John,Brown,student4987@university.com,Male,22,CS,79.14,66.83,52.77,67.78,63.92,0.38,95.03,94.3,B,27.0,No,Yes,,Medium,1,5.0
S5988,John,Smith,student4988@university.com,Female,19,Engineering,,59.39,80.37,58.01,97.43,2.83,96.74,63.42,A,13.5,No,Yes,,Low,5,6.4
S5989,Liam,Brown,student4989@university.com,Male,23,Engineering,90.5,40.81,47.07,93.04,57.81,5.48,83.03,76.08,A,11.3,No,Yes,High School,Low,10,5.8
S5990,Ali,Johnson,student4990@university.com,Male,24,CS,80.53,87.83,43.7,69.29,69.46,1.84,65.16,81.18,F,15.2,No,Yes,,Low,7,7.1
S5991,John,Williams,student4991@university.com,Female,20,Engineering,55.54,59.68,63.09,,56.92,2.32,81.3,89.55,D,18.8,Yes,Yes,,Low,5,6.8
S5992,Sara,Johnson,student4992@university.com,Male,18,CS,,61.44,64.59,,50.11,3.53,80.08,62.51,A,23.3,Yes,No,High School,Medium,1,6.2
S5993,Ali,Johnson,student4993@university.com,Female,22,Business,99.21,60.16,59.18,59.74,63.01,2.7,69.56,85.86,A,16.9,No,Yes,None,Low,2,7.8
S5994,John,Johnson,student4994@university.com,Female,19,Mathematics,,69.92,55.48,75.26,54.36,8.03,64.36,55.88,F,25.5,No,Yes,High School,Low,2,4.1
S5995,Ahmed,Jones,student4995@university.com,Male,19,Business,,82.15,60.33,80.09,99.32,5.0,58.42,85.21,D,25.5,No,Yes,High School,Low,10,8.3
S5996,Emma,Brown,student4996@university.com,Male,19,Business,65.11,86.31,49.8,,88.08,2.79,60.87,95.96,C,5.0,No,Yes,,Medium,4,4.0
S5997,John,Brown,student4997@university.com,Female,24,CS,87.54,63.55,64.21,94.28,50.19,3.13,82.65,54.25,A,24.8,Yes,No,High School,Medium,4,6.3
S5998,Sara,Davis,student4998@university.com,Male,23,CS,92.56,79.79,94.28,81.2,61.18,0.4,94.29,55.84,A,16.1,Yes,Yes,Bachelor's,Low,1,8.4
S5999,Maria,Brown,student4999@university.com,Female,21,Engineering,83.92,83.24,53.47,51.76,83.51,0.49,69.25,77.86,F,29.2,No,Yes,PhD,Low,2,6.1