From bd3664c6315dca15d15bdf4d4a6342b2131e041c Mon Sep 17 00:00:00 2001 From: anand Date: Sat, 13 Dec 2025 17:06:22 +0530 Subject: moving --- datasets/student_performance_large_dataset.csv | 500 +++++++++++++++++++++++++ 1 file changed, 500 insertions(+) create mode 100644 datasets/student_performance_large_dataset.csv (limited to 'datasets/student_performance_large_dataset.csv') diff --git a/datasets/student_performance_large_dataset.csv b/datasets/student_performance_large_dataset.csv new file mode 100644 index 0000000..8eed304 --- /dev/null +++ b/datasets/student_performance_large_dataset.csv @@ -0,0 +1,500 @@ +Student+AF8-ID,Age,Gender,Study+AF8-Hours+AF8-per+AF8-Week,Preferred+AF8-Learning+AF8-Style,Online+AF8-Courses+AF8-Completed,Participation+AF8-in+AF8-Discussions,Assignment+AF8-Completion+AF8-Rate (+ACU-),Exam+AF8-Score (+ACU-),Attendance+AF8-Rate (+ACU-),Use+AF8-of+AF8-Educational+AF8-Tech,Self+AF8-Reported+AF8-Stress+AF8-Level,Time+AF8-Spent+AF8-on+AF8-Social+AF8-Media 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+S00203,22,Male,5,Visual,14,Yes,71,71,66,No,Medium,4,9,B +S00204,26,Female,8,Visual,1,No,70,54,88,Yes,Low,21,5,D +S00205,22,Male,42,Reading/Writing,16,Yes,78,63,89,Yes,High,8,10,C +S00206,24,Female,40,Visual,13,No,93,88,53,Yes,Medium,15,5,A +S00207,26,Male,36,Kinesthetic,6,Yes,67,88,68,Yes,High,8,10,A +S00208,25,Female,38,Reading/Writing,1,Yes,83,51,74,Yes,Low,13,5,D +S00209,22,Female,30,Kinesthetic,15,Yes,96,40,75,No,Low,16,8,D +S00210,27,Male,32,Visual,15,Yes,71,40,71,No,Medium,4,4,D +S00211,18,Female,42,Kinesthetic,17,Yes,98,50,73,Yes,Low,20,5,D +S00212,22,Male,23,Reading/Writing,14,No,91,90,76,No,Low,27,10,A +S00213,21,Female,37,Reading/Writing,17,Yes,78,61,63,Yes,Medium,12,10,C +S00214,18,Male,12,Visual,4,No,54,68,63,Yes,High,23,10,C +S00215,29,Male,32,Auditory,4,Yes,64,85,55,Yes,Medium,12,6,A +S00216,25,Male,12,Reading/Writing,14,No,72,73,83,Yes,Medium,0,6,B +S00217,19,Male,11,Reading/Writing,1,Yes,53,91,100,Yes,High,3,6,A +S00218,19,Female,20,Kinesthetic,17,Yes,51,79,65,Yes,Medium,13,8,B +S00219,20,Female,41,Visual,10,No,65,91,54,Yes,Medium,22,10,A +S00220,26,Male,18,Reading/Writing,14,Yes,52,94,64,No,Low,22,8,A +S00221,24,Male,46,Auditory,1,Yes,70,76,93,No,Medium,7,5,B +S00222,29,Male,13,Visual,12,Yes,59,58,83,Yes,Medium,1,7,C +S00223,25,Male,41,Reading/Writing,13,Yes,55,52,51,Yes,Medium,3,6,D +S00224,27,Male,26,Auditory,16,Yes,53,78,98,Yes,Medium,3,5,B +S00225,26,Female,48,Kinesthetic,19,Yes,91,60,100,Yes,High,18,6,C +S00226,26,Female,34,Visual,4,Yes,61,77,51,No,Low,15,10,B +S00227,28,Male,31,Auditory,10,No,78,85,86,No,Medium,27,9,A +S00228,20,Female,20,Reading/Writing,8,No,54,44,94,Yes,High,8,8,D +S00229,19,Female,37,Kinesthetic,4,Yes,73,45,60,No,Low,16,7,D +S00230,27,Male,42,Kinesthetic,19,Yes,73,79,54,No,Low,21,6,B +S00231,28,Female,28,Visual,9,No,67,60,53,Yes,Low,7,9,C +S00232,27,Female,45,Visual,16,No,55,67,60,Yes,Low,13,9,C +S00233,21,Female,8,Reading/Writing,10,Yes,79,75,55,Yes,High,11,9,B +S00234,21,Male,23,Kinesthetic,4,Yes,91,84,83,Yes,Medium,19,6,B +S00235,28,Male,18,Reading/Writing,8,No,94,55,96,No,Medium,14,9,C +S00236,22,Male,8,Kinesthetic,3,No,60,42,68,No,Low,22,8,D +S00237,22,Male,49,Kinesthetic,10,No,55,56,56,Yes,Medium,25,10,C +S00238,21,Female,25,Auditory,19,Yes,79,77,62,No,Medium,20,4,B +S00239,29,Male,12,Visual,20,Yes,98,73,87,No,Medium,16,6,B +S00240,27,Female,42,Auditory,14,No,76,77,75,No,Medium,27,8,B +S00241,19,Female,48,Visual,2,Yes,71,56,78,Yes,Low,1,5,C +S00242,21,Male,46,Visual,19,Yes,51,84,79,Yes,Medium,22,6,B +S00243,21,Male,30,Auditory,2,Yes,94,46,51,No,Low,22,7,D +S00244,29,Female,12,Visual,3,No,50,45,93,Yes,Medium,30,6,D +S00245,22,Female,28,Auditory,3,Yes,66,87,68,No,Medium,13,5,A +S00246,28,Male,10,Visual,5,Yes,56,45,99,Yes,Low,12,7,D +S00247,20,Female,33,Visual,4,Yes,90,87,64,Yes,Medium,9,6,A +S00248,27,Male,41,Visual,15,Yes,66,99,84,No,Medium,14,10,A +S00249,25,Female,36,Kinesthetic,18,Yes,78,59,99,No,Medium,4,7,C +S00250,21,Male,48,Reading/Writing,17,Yes,97,84,78,Yes,Low,19,7,B +S00251,26,Female,5,Auditory,19,Yes,77,59,87,No,Low,9,5,C +S00252,27,Female,21,Auditory,0,No,73,89,67,Yes,High,29,6,A +S00253,29,Male,21,Auditory,4,No,86,40,89,Yes,Low,25,10,D +S00254,29,Female,24,Kinesthetic,5,No,50,52,78,Yes,Medium,30,6,D +S00255,22,Male,24,Kinesthetic,4,No,61,71,91,Yes,Medium,28,5,B +S00256,28,Male,27,Reading/Writing,0,No,89,46,96,Yes,Medium,0,5,D +S00257,21,Female,16,Auditory,19,Yes,58,69,84,Yes,Low,4,4,C +S00258,21,Other,24,Kinesthetic,16,Yes,51,64,98,Yes,Low,9,9,C +S00259,27,Female,10,Visual,14,Yes,55,85,85,Yes,Low,27,4,A +S00260,29,Female,29,Reading/Writing,2,Yes,82,76,68,Yes,Medium,14,7,B +S00261,27,Female,6,Kinesthetic,4,No,77,67,99,No,Medium,18,9,C +S00262,18,Female,35,Auditory,18,No,57,75,97,No,Medium,23,7,B +S00263,29,Female,25,Reading/Writing,11,Yes,57,59,55,Yes,Medium,9,10,C +S00264,20,Male,12,Kinesthetic,8,No,67,65,71,Yes,Medium,22,10,C +S00265,28,Male,26,Kinesthetic,5,Yes,67,75,84,Yes,Low,19,7,B +S00266,20,Female,32,Visual,4,Yes,72,55,86,Yes,Low,28,10,C +S00267,22,Female,13,Auditory,6,Yes,85,84,76,Yes,High,1,10,B +S00268,28,Female,6,Auditory,0,No,59,88,70,No,Medium,12,5,A +S00269,29,Female,29,Kinesthetic,3,No,69,82,79,Yes,Medium,18,4,B +S00270,19,Female,17,Reading/Writing,2,No,55,46,71,Yes,High,20,6,D +S00271,18,Male,33,Reading/Writing,17,No,79,44,95,Yes,Low,15,10,D +S00272,25,Other,39,Auditory,2,Yes,96,92,94,Yes,High,21,10,A +S00273,24,Female,10,Visual,16,No,81,68,66,Yes,Medium,11,4,C +S00274,19,Male,36,Visual,10,Yes,63,45,59,Yes,High,7,10,D +S00275,23,Female,35,Auditory,17,No,75,84,63,No,High,5,9,B +S00276,26,Male,39,Visual,5,Yes,77,66,87,Yes,Low,24,5,C +S00277,20,Female,25,Reading/Writing,15,Yes,53,94,51,Yes,Medium,20,10,A +S00278,27,Female,27,Reading/Writing,18,No,87,81,85,Yes,High,22,10,B +S00279,23,Male,12,Visual,9,No,65,42,89,Yes,Medium,0,4,D +S00280,18,Female,12,Reading/Writing,17,No,74,66,82,Yes,Low,6,6,C +S00281,18,Male,13,Visual,0,No,97,50,85,Yes,Low,4,6,D +S00282,23,Male,28,Reading/Writing,1,No,61,71,91,Yes,Low,0,10,B +S00283,21,Female,25,Kinesthetic,9,Yes,87,46,64,Yes,High,2,5,D +S00284,23,Female,43,Kinesthetic,12,Yes,70,49,81,Yes,Medium,1,9,D +S00285,25,Female,34,Kinesthetic,16,Yes,63,67,72,Yes,Medium,5,4,C +S00286,26,Male,29,Reading/Writing,14,No,100,54,64,Yes,Medium,17,7,D +S00287,24,Male,26,Kinesthetic,12,Yes,59,93,68,Yes,Low,8,6,A +S00288,20,Female,39,Reading/Writing,3,Yes,73,82,78,Yes,Medium,29,9,B +S00289,25,Male,28,Kinesthetic,5,Yes,97,48,53,Yes,High,19,4,D +S00290,26,Male,43,Kinesthetic,17,No,93,69,95,Yes,Medium,0,5,C +S00291,25,Female,28,Reading/Writing,18,No,77,62,69,Yes,Low,11,10,C +S00292,27,Male,12,Kinesthetic,9,Yes,100,47,58,Yes,Medium,19,9,D +S00293,25,Male,26,Auditory,8,Yes,84,92,69,No,High,15,4,A +S00294,28,Male,43,Auditory,6,No,90,86,87,Yes,Low,10,6,A +S00295,26,Male,42,Visual,10,Yes,68,61,55,Yes,Medium,7,8,C +S00296,26,Male,40,Kinesthetic,0,No,91,52,51,No,Medium,29,7,D +S00297,25,Male,33,Auditory,15,No,64,50,93,Yes,Low,1,6,D +S00298,19,Male,15,Visual,1,Yes,79,46,59,Yes,High,22,7,D +S00299,18,Female,29,Visual,8,No,79,71,86,No,Medium,3,5,B +S00300,28,Female,21,Kinesthetic,17,Yes,60,99,78,No,Low,13,8,A +S00301,23,Male,5,Auditory,17,Yes,92,40,83,No,Medium,9,10,D +S00302,25,Male,11,Auditory,11,No,77,81,98,Yes,High,22,5,B +S00303,28,Female,39,Reading/Writing,16,No,83,58,77,No,High,9,8,C +S00304,20,Female,10,Auditory,3,No,52,75,77,Yes,Low,22,7,B +S00305,21,Female,40,Auditory,1,Yes,91,57,70,No,Low,20,5,C +S00306,28,Male,15,Visual,14,No,82,98,97,No,High,10,8,A +S00307,18,Male,21,Kinesthetic,13,No,100,47,67,No,Medium,12,10,D +S00308,27,Female,5,Visual,8,Yes,99,60,89,No,Medium,8,8,C +S00309,25,Male,27,Auditory,17,No,82,84,78,No,Low,30,7,B +S00310,28,Male,46,Auditory,20,No,67,50,51,Yes,Medium,10,10,D +S00311,25,Female,9,Kinesthetic,14,No,95,42,59,No,Medium,22,10,D +S00312,24,Female,45,Kinesthetic,14,Yes,92,41,74,Yes,Medium,8,4,D +S00313,24,Male,24,Visual,16,Yes,98,50,80,Yes,Medium,1,10,D +S00314,20,Male,44,Auditory,15,Yes,93,60,96,No,Low,19,6,C +S00315,21,Female,28,Auditory,8,Yes,53,84,70,No,High,12,8,B +S00316,21,Female,31,Kinesthetic,18,Yes,61,92,85,Yes,Medium,6,6,A +S00317,22,Other,33,Kinesthetic,5,Yes,64,85,52,No,Medium,2,6,A +S00318,24,Male,38,Auditory,6,Yes,100,84,99,Yes,Medium,7,9,B +S00319,19,Male,40,Reading/Writing,16,Yes,71,42,94,Yes,Medium,26,6,D +S00320,25,Female,16,Reading/Writing,17,Yes,84,63,91,Yes,Medium,0,8,C +S00321,23,Male,16,Auditory,1,Yes,79,59,98,Yes,Medium,9,5,C +S00322,22,Female,44,Kinesthetic,9,Yes,95,100,74,No,Medium,28,8,A +S00323,19,Female,26,Kinesthetic,0,Yes,67,74,89,No,Medium,4,4,B +S00324,28,Male,12,Reading/Writing,3,No,95,52,78,Yes,Medium,5,8,D +S00325,23,Female,48,Reading/Writing,15,Yes,51,64,50,Yes,Low,14,7,C +S00326,19,Female,9,Auditory,5,Yes,100,49,95,Yes,Low,13,8,D +S00327,21,Female,23,Reading/Writing,2,Yes,54,98,95,No,Medium,0,5,A +S00328,23,Male,38,Visual,5,Yes,70,76,76,Yes,Medium,16,4,B +S00329,27,Male,23,Auditory,11,Yes,68,55,80,No,Medium,9,6,C +S00330,20,Female,30,Reading/Writing,11,Yes,54,80,89,Yes,Low,1,5,B +S00331,24,Other,40,Reading/Writing,4,Yes,95,73,87,Yes,Medium,21,4,B +S00332,25,Male,48,Auditory,14,No,76,63,71,Yes,High,1,6,C +S00333,22,Female,48,Visual,6,Yes,96,91,95,No,Medium,16,5,A +S00334,26,Male,8,Visual,18,No,72,70,90,Yes,Medium,10,7,B +S00335,26,Male,38,Auditory,19,No,64,52,63,Yes,Low,9,6,D +S00336,27,Female,46,Kinesthetic,13,No,82,89,62,Yes,Medium,1,5,A +S00337,23,Female,49,Kinesthetic,11,Yes,68,93,56,No,High,29,7,A +S00338,21,Male,8,Reading/Writing,9,Yes,57,78,63,No,Medium,19,6,B +S00339,23,Female,10,Auditory,0,No,53,69,79,Yes,Low,13,7,C +S00340,25,Male,13,Auditory,5,No,68,67,51,Yes,High,18,5,C +S00341,21,Male,7,Kinesthetic,14,No,61,46,81,Yes,Low,18,9,D +S00342,18,Male,19,Kinesthetic,10,No,92,96,92,No,Medium,30,6,A +S00343,23,Male,20,Visual,13,Yes,77,74,79,Yes,Medium,13,6,B +S00344,23,Male,43,Reading/Writing,10,No,85,44,97,No,High,28,4,D +S00345,20,Male,11,Kinesthetic,8,Yes,81,77,59,Yes,Medium,13,6,B +S00346,23,Female,12,Reading/Writing,3,No,92,74,73,Yes,Medium,8,7,B +S00347,26,Male,42,Auditory,14,No,52,100,95,No,High,3,8,A +S00348,19,Female,44,Visual,2,Yes,70,87,84,No,Medium,13,4,A +S00349,24,Male,7,Auditory,16,No,95,53,55,No,Medium,26,7,D +S00350,22,Female,8,Reading/Writing,19,No,62,92,53,Yes,Low,26,9,A +S00351,29,Female,43,Reading/Writing,1,No,65,47,89,Yes,Low,19,9,D +S00352,28,Female,35,Auditory,14,No,72,51,56,Yes,High,13,5,D +S00353,20,Female,23,Visual,12,No,54,47,80,No,Medium,17,5,D +S00354,29,Male,28,Visual,9,Yes,58,84,53,Yes,Medium,0,9,B +S00355,19,Male,34,Auditory,17,No,64,60,69,Yes,Low,26,8,C +S00356,24,Female,21,Auditory,20,No,51,60,56,Yes,High,2,8,C +S00357,27,Female,5,Auditory,19,Yes,89,47,80,Yes,Low,28,10,D +S00358,25,Other,49,Auditory,12,No,76,70,55,No,Low,17,9,B +S00359,26,Male,15,Kinesthetic,3,Yes,55,86,55,Yes,High,12,8,A +S00360,29,Female,17,Kinesthetic,9,No,52,69,67,No,High,20,8,C +S00361,25,Male,10,Auditory,10,Yes,91,64,69,Yes,High,7,10,C +S00362,20,Male,6,Auditory,13,Yes,90,77,87,Yes,Medium,10,4,B +S00363,26,Female,12,Kinesthetic,5,No,89,78,61,No,High,1,5,B +S00364,18,Female,30,Reading/Writing,5,No,77,55,56,Yes,High,20,9,C +S00365,19,Male,44,Reading/Writing,0,No,64,56,98,No,Medium,27,5,C +S00366,22,Female,45,Auditory,7,No,63,75,60,Yes,Low,4,6,B +S00367,29,Male,8,Reading/Writing,15,No,64,76,87,Yes,Medium,15,5,B +S00368,19,Male,45,Reading/Writing,15,No,92,84,91,Yes,High,18,7,B +S00369,27,Male,34,Visual,5,Yes,93,45,89,Yes,Medium,5,8,D +S00370,24,Female,26,Visual,7,No,91,42,50,Yes,Low,29,9,D +S00371,27,Male,41,Reading/Writing,2,No,51,91,60,Yes,Medium,3,7,A +S00372,18,Male,49,Auditory,1,No,100,86,86,No,Low,26,9,A +S00373,20,Male,38,Kinesthetic,15,Yes,88,68,77,Yes,High,6,10,C +S00374,29,Female,29,Auditory,16,No,90,83,51,Yes,Medium,18,6,B +S00375,25,Female,11,Kinesthetic,5,Yes,95,55,67,Yes,High,28,7,C +S00376,20,Male,6,Kinesthetic,20,Yes,64,64,57,No,Low,3,9,C +S00377,28,Female,47,Kinesthetic,17,No,98,81,75,Yes,Medium,9,4,B +S00378,27,Female,44,Auditory,20,Yes,70,89,56,Yes,Medium,24,7,A +S00379,25,Female,43,Reading/Writing,14,Yes,56,88,77,Yes,Medium,2,4,A +S00380,23,Male,39,Visual,10,No,87,89,77,No,High,18,7,A +S00381,21,Male,36,Auditory,12,Yes,91,53,87,No,Medium,1,10,D +S00382,27,Female,18,Visual,1,Yes,87,86,51,Yes,Low,1,8,A +S00383,18,Female,47,Reading/Writing,6,Yes,64,76,80,Yes,Medium,10,4,B +S00384,18,Male,46,Visual,18,No,57,50,87,Yes,Low,14,8,D +S00385,23,Female,6,Auditory,6,Yes,62,92,60,No,Low,3,8,A +S00386,28,Female,29,Kinesthetic,12,No,75,76,71,Yes,Medium,18,10,B +S00387,20,Male,22,Visual,17,Yes,50,45,88,Yes,Medium,5,5,D +S00388,23,Male,48,Visual,16,Yes,98,89,63,Yes,Medium,28,7,A +S00389,27,Female,20,Kinesthetic,13,No,68,56,61,Yes,Medium,19,6,C +S00390,26,Male,16,Kinesthetic,6,Yes,55,95,58,No,Low,17,7,A +S00391,18,Male,46,Kinesthetic,8,No,59,69,97,Yes,Medium,21,8,C +S00392,28,Male,29,Visual,14,Yes,82,77,86,Yes,Low,2,5,B +S00393,18,Male,17,Kinesthetic,13,Yes,68,73,80,No,Medium,6,5,B +S00394,27,Female,16,Kinesthetic,19,Yes,87,59,100,No,High,0,4,C +S00395,18,Female,23,Auditory,3,No,56,69,74,Yes,Medium,9,7,C +S00396,23,Male,34,Reading/Writing,10,Yes,100,59,80,No,Medium,16,4,C +S00397,27,Male,9,Reading/Writing,12,Yes,76,47,100,Yes,Medium,14,6,D +S00398,29,Male,35,Visual,11,No,81,47,50,No,Medium,21,7,D +S00399,23,Male,30,Reading/Writing,19,Yes,52,66,50,Yes,High,10,7,C +S00400,26,Female,9,Visual,3,Yes,57,80,64,No,Medium,29,7,B +S00401,18,Female,38,Auditory,16,Yes,50,72,62,No,Low,3,6,B +S00402,29,Female,25,Reading/Writing,13,Yes,71,59,77,Yes,High,30,4,C +S00403,26,Male,18,Auditory,10,Yes,77,97,96,Yes,Medium,11,5,A +S00404,19,Male,44,Kinesthetic,13,Yes,94,88,62,Yes,Medium,1,10,A +S00405,28,Female,36,Reading/Writing,20,No,76,48,51,Yes,High,28,10,D +S00406,24,Male,15,Visual,8,Yes,59,68,71,Yes,High,30,4,C +S00407,20,Female,10,Visual,20,Yes,93,51,50,Yes,Medium,20,10,D +S00408,19,Female,10,Visual,17,No,61,65,64,No,Medium,3,10,C +S00409,23,Male,11,Visual,20,No,72,53,62,Yes,Medium,11,9,D +S00410,26,Male,39,Reading/Writing,4,No,89,66,89,Yes,Low,2,6,C +S00411,21,Female,5,Auditory,0,Yes,57,42,52,Yes,Medium,14,4,D +S00412,20,Male,22,Auditory,14,No,58,51,89,Yes,Low,11,5,D +S00413,19,Male,40,Kinesthetic,15,Yes,59,56,75,Yes,Medium,0,8,C +S00414,27,Female,20,Visual,9,Yes,81,44,55,Yes,High,4,5,D +S00415,19,Female,21,Reading/Writing,13,No,79,76,60,No,Low,1,10,B +S00416,27,Male,36,Auditory,0,No,85,57,69,Yes,Medium,0,7,C +S00417,26,Male,23,Visual,2,Yes,69,46,71,No,Medium,14,9,D +S00418,18,Other,43,Visual,7,No,50,47,100,No,Medium,26,7,D +S00419,23,Male,21,Visual,10,Yes,64,98,81,Yes,High,15,8,A +S00420,21,Male,16,Kinesthetic,14,Yes,68,42,85,Yes,Medium,2,8,D +S00421,19,Female,37,Visual,16,No,80,63,50,No,Medium,3,7,C +S00422,29,Male,35,Kinesthetic,17,Yes,77,49,88,Yes,Medium,13,10,D +S00423,24,Male,47,Reading/Writing,5,Yes,52,85,83,Yes,High,7,8,A +S00424,29,Other,13,Visual,0,No,67,73,68,Yes,Medium,25,6,B +S00425,25,Female,41,Auditory,0,No,64,84,72,No,Medium,26,10,B +S00426,29,Female,38,Visual,12,Yes,67,63,66,Yes,Medium,5,7,C +S00427,25,Male,41,Reading/Writing,0,No,100,42,89,No,Low,4,6,D +S00428,25,Female,35,Kinesthetic,16,No,99,51,97,Yes,Low,26,6,D +S00429,28,Other,34,Auditory,18,No,64,50,87,Yes,Low,19,8,D +S00430,18,Female,37,Reading/Writing,6,Yes,66,64,78,No,Medium,11,5,C +S00431,21,Male,28,Kinesthetic,2,Yes,82,73,79,Yes,Low,28,4,B +S00432,26,Male,39,Kinesthetic,14,Yes,67,42,100,Yes,Low,5,8,D +S00433,29,Female,37,Reading/Writing,17,Yes,91,66,55,Yes,Medium,11,5,C +S00434,21,Male,25,Visual,17,Yes,88,92,79,No,Medium,11,6,A +S00435,18,Female,25,Visual,20,Yes,57,79,96,Yes,Medium,18,9,B +S00436,18,Male,46,Visual,19,Yes,83,42,95,Yes,High,16,8,D 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+S00499,28,Male,41,Visual,4,Yes,53,49,54,Yes,High,4,7,D -- cgit v1.2.3