path: root/datasets/dataset_train.csv

Index,Hogwarts House,First Name,Last Name,Birthday,Best Hand,Arithmancy,Astronomy,Herbology,Defense Against the Dark Arts,Divination,Muggle Studies,Ancient Runes,History of Magic,Transfiguration,Potions,Care of Magical Creatures,Charms,Flying
0,Ravenclaw,Tamara,Hsu,2000-03-30,Left,58384.0,-487.88608595139016,5.727180298550763,4.8788608595139005,4.7219999999999995,272.0358314131986,532.4842261151226,5.231058287281048,1039.7882807428462,3.7903690663529614,0.7159391270136213,-232.79405,-26.89
1,Slytherin,Erich,Paredes,1999-10-14,Right,67239.0,-552.0605073421984,-5.987445780050746,5.520605073421985,-5.612,-487.3405572673422,367.7603030171392,4.107170286816076,1058.9445920642218,7.248741976146588,0.091674183916857,-252.18425,-113.45
2,Ravenclaw,Stephany,Braun,1999-11-03,Left,23702.0,-366.0761168823237,7.7250166064392305,3.6607611688232367,6.14,664.8935212343011,602.5852838484592,3.5555789956034967,1088.0883479121803,8.728530920939827,-0.5153268462809037,-227.34265,30.42
3,Gryffindor,Vesta,Mcmichael,2000-08-19,Left,32667.0,697.742808842469,-6.4972144445985505,-6.9774280884246895,4.026,-537.0011283872882,523.9821331934736,-4.8096366069645935,920.3914493107919,0.8219105005879808,-0.014040417239052931,-256.84675,200.64
4,Gryffindor,Gaston,Gibbs,1998-09-27,Left,60158.0,436.7752035539525,-7.820623052454388,,2.2359999999999998,-444.2625366004496,599.3245143172293,-3.4443765754165385,937.4347240534976,4.311065821291761,-0.2640700765443832,-256.3873,157.98
5,Slytherin,Corrine,Hammond,1999-04-04,Right,21209.0,-613.6871603822729,-4.289196726941419,6.136871603822727,-6.5920000000000005,-440.99770426820817,396.20180391410247,5.3802859494804585,1052.8451637299704,11.751212035101073,1.049894068203692,-247.94548999999998,-34.69
6,Gryffindor,Tom,Guido,2000-09-30,Left,49167.0,628.0460512248516,-4.861976240490781,-6.280460512248515,,-926.8925116349667,583.7424423327342,-7.322486416427907,923.5395732944658,1.6466661386700716,0.1530218296077356,-257.83447,261.55
7,Hufflepuff,Alicia,Hayward,1997-07-08,Right,33010.0,411.4127268406701,5.931831618301035,-4.114127268406701,2.7689999999999997,-502.0213360777252,439.3514157413572,,1041.091935399735,6.58179131885481,-0.17170445234101908,-244.03492000000003,72.25
8,Gryffindor,Bella,Leatherman,1998-12-07,Left,20278.0,496.3949449852823,-5.215891145868072,-4.963949449852823,5.855,-626.552041128547,567.8424015938325,-6.198661229053442,925.2555003872844,1.0865178213133744,1.1470315267700957,-252.27561,244.11
9,Hufflepuff,Hayden,Aponte,2001-10-13,Right,46316.0,527.1935850836812,7.922205496177112,-5.271935850836812,3.3560000000000003,-398.1019908932312,341.47560564416693,4.978613530314481,1041.4146653613177,2.068824178512835,-0.529578503638637,-244.57527000000002,-0.09
10,Hufflepuff,Antonio,Denning,1998-05-21,Right,35619.0,604.9339619176021,5.484188547740066,-6.049339619176023,5.358,-530.7958955569857,484.8726713263256,5.6996535617818695,1036.2853570584764,9.293131894951047,-0.4965534984054157,-242.69168,64.61
11,Hufflepuff,Neville,Hall,2001-02-16,Left,46550.0,438.55694958685325,5.320518357754184,-4.385569495868531,3.014,-518.5607177463045,417.0640932879666,4.8014365930153895,1046.7619580239934,6.376965575596179,-0.9196387437030824,-244.91343999999998,20.66
12,Hufflepuff,Rocky,Trask,2000-03-13,Right,26647.0,709.0946138370517,1.7053889315251418,-7.0909461383705175,7.091,-328.7129552924333,435.50218282153816,6.300649174524696,1037.0283168962144,8.110274495677984,-0.9391444307251472,-244.00363,7.56
13,Slytherin,Fred,Simms,1997-02-27,Left,37984.0,-544.1920488261749,-7.308855989623728,5.441920488261747,-6.18,-319.94687532983534,391.6529162915922,2.91473188799465,1082.5814087477208,10.948790872858233,1.7738866787768597,-251.12516000000002,-80.42
14,Ravenclaw,Jan,Saylor,1998-03-16,Right,44791.0,-197.52731769185084,2.7424444339618588,1.9752731769185083,6.603,527.3563229707513,605.5906004179383,5.480097322152394,1063.522360673685,9.407484155858127,-1.1126491143177455,-232.65964,-19.94
15,Ravenclaw,Long,Burks,2001-10-03,Left,21630.0,-447.6498122360021,4.046727136762162,4.476498122360021,4.949,810.1544831409043,615.5310876490132,3.653494560249915,1075.8538502533456,9.622899465889688,0.5670955443680077,-229.38228999999998,17.0
16,Gryffindor,Fran,Jorgensen,1997-09-23,Left,41907.0,470.65375662672136,-5.518263685781008,-4.7065375662672135,4.425,-434.2932661222959,596.6100889263835,-4.1618229744065465,967.2239116973597,5.027414761055882,-1.135957011752296,-252.27344,174.27
17,Gryffindor,Freddie,Ward,2001-05-31,Left,58796.0,651.1987485578007,-4.8207708528931414,-6.5119874855780076,4.357,-468.2847232096298,626.3728860307857,-5.206672041512534,935.5792903077672,3.0632066243706,0.17361454831463918,-254.92326,212.37
18,Ravenclaw,Tyrone,Cooley,2000-03-09,Right,15578.0,-151.08820873346482,6.8718573378725765,1.510882087334648,7.9060000000000015,645.4474512014251,607.4427290526703,6.317446315222874,1091.054831002211,11.708777390143444,0.2605563047012814,-226.76896000000002,11.22
19,Hufflepuff,Elden,Scholl,1999-04-18,Right,56909.0,458.1270261474805,6.981588542540248,-4.581270261474805,5.686,-579.6685909175318,403.3276902605525,4.2658097542267495,1052.0352351526687,3.4565189893797363,0.0702055342612155,-242.99903999999998,3.81
20,Gryffindor,Mel,Marion,1998-12-20,Left,,703.5535475473841,-3.858216489463063,-7.035535475473843,5.8660000000000005,-433.25035863215834,610.7326695816761,-5.029523289367204,944.9723856289353,3.0358906702990742,0.16250128642216274,-252.72547999999998,215.2
21,Gryffindor,Pansy,Mosher,1999-12-15,Left,31882.0,689.3561417314064,-5.76315776392788,-6.8935614173140625,5.942,-16.519432386501975,,-1.9744468934349493,961.1128278945888,4.431963256041222,1.5627795342839057,-251.21916000000002,136.89
22,Ravenclaw,Joseph,Coulter,2001-08-22,Left,39873.0,-264.6783109979997,5.949951054189216,2.6467831099799968,6.829,745.4656657154428,626.8233315636505,4.886733220972539,1079.5493945614721,9.318098487516489,0.36438707213343535,-228.79359,-1.72
23,Hufflepuff,Rosie,Tuggle,1999-07-05,Left,44987.0,673.1671096812503,0.13151630549744284,-6.731671096812503,9.421,-709.6964283834683,461.89673418950485,0.5318228689636264,1073.5852035654214,6.346026797398995,1.7477697551565254,-245.83067000000003,23.46
24,Ravenclaw,Esther,Li,2001-08-02,Left,79537.0,-511.2264383563732,7.963183549223157,5.1122643835637325,5.769,419.7555989776198,663.157592339586,7.089607790294157,1035.424804329289,7.288428374016317,0.2360522784837765,-228.83988,-6.4
25,Hufflepuff,Lucio,Wray,1999-01-21,Left,46505.0,508.16118835