Initial commit

1 files changed, 1601 insertions, 0 deletions

diff --git a/datasets/dataset_train.csv b/datasets/dataset_train.csv
new file mode 100644
index 0000000..bffd59a
--- /dev/null
+++ b/datasets/dataset_train.csv
@@ -0,0 +1,1601 @@
+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,46505.0,508.1611883528949,6.11314406193578,-5.081611883528949,3.284,-387.5559813493135,407.31994051086957,5.142065215250079,1037.0804332529328,5.109155180436624,1.3300362081007877,-244.66168,19.76
+26,Slytherin,Araceli,Flint,1998-03-01,Left,66246.0,-419.02208521911433,-6.655229617697697,4.1902208521911435,-6.006,-322.019869231814,408.62799964753634,4.83789747048606,1039.9434988980925,8.739039146518566,0.022792243269547617,-253.04748999999998,-91.44
+27,Hufflepuff,Georgianna,Wooten,2000-01-18,Right,32991.0,612.5930323684191,4.166334753886695,-6.125930323684193,5.142,-528.8095274677344,455.1147406869151,1.8799979516358296,1047.7888270360195,6.670688893495349,0.604617316244031,-245.14028,76.2
+28,Gryffindor,Mimi,Baird,1997-05-22,Left,40401.0,236.8888790015881,-5.077751004602562,-2.3688887900158813,5.517,-544.7589088830549,604.0963783054931,-4.9553196318390045,977.8967780641292,4.377128702454228,-1.5510451995400842,-249.38786000000002,173.06
+29,Hufflepuff,Brandy,Andrus,2000-12-27,Right,48832.0,458.3420379432199,3.331786028979228,-4.583420379432199,5.794,-357.1443808641858,327.38462690306415,8.575962196183463,1051.3448283965224,4.055017084006755,0.21773648372598434,-243.73112000000003,-100.06
+30,Hufflepuff,David,Mcclelland,2000-03-11,Left,48984.0,600.0813499884385,3.464527018807125,-6.0008134998843845,6.881,-678.5236439998978,387.2356260460736,5.68741322272218,1069.242717805681,6.449913395821935,1.9518172949103816,-244.6194,-36.54
+31,Gryffindor,Kermit,Craft,2000-11-18,Left,58112.0,514.3419372851155,-2.832054657210328,-5.143419372851155,5.754,-685.1710296006307,618.4414085954005,-7.003952866834519,957.091137731852,1.7322365656983032,0.3585953072795056,-252.33586,223.8
+32,Ravenclaw,Carroll,Kersey,1999-10-20,Right,56259.0,-301.4833725111648,4.470596381712079,3.0148337251116484,6.545,887.0278523685254,650.5954044412074,5.728551916089313,1075.0938286730584,9.550556841973153,-1.1975563813262404,-229.64983999999998,-35.06
+33,Hufflepuff,Julie,Connolly,1998-05-29,Right,54477.0,413.5749839598835,4.907536817133842,-4.135749839598836,3.259,-363.0965932034584,325.8143841057654,4.604073252276106,1052.1052266728987,1.6087835209345582,0.4543663775736535,-246.1036,-48.86
+34,Ravenclaw,Granville,Mulligan,2001-05-08,Right,71169.0,-766.5199010356482,4.98546710874463,7.665199010356482,,670.6124148280203,587.5367388622665,3.4827942968644243,1042.5983367173747,2.4429129732006607,,-230.82054,-38.07
+35,Ravenclaw,Hannah,Canady,1998-11-06,Right,44450.0,-279.0010918745341,7.198095103701769,2.790010918745341,6.977,251.7144465726503,587.6228267343893,2.4566522833971103,1046.8355215419786,4.685132914318022,0.007051239074182185,-231.20615,50.89
+36,Hufflepuff,Lucien,Burt,1998-06-03,Right,43212.0,569.2137823348702,6.738672109965893,-5.692137823348701,5.141,-383.95285985132637,379.04195960795005,2.7647390103619123,1038.4298006989293,1.575659247465963,1.6422058316382266,-244.35366000000002,30.91
+37,Hufflepuff,Julia,Montez,2001-05-04,Right,59927.0,384.37314002707774,6.690899582239733,-3.8437314002707774,6.617000000000001,-715.2215547883462,456.35406360746805,4.847747054958306,1053.7152239332383,5.760332596076107,1.0959524660246396,-241.35887000000002,15.52
+38,Slytherin,Wendell,Ratcliff,1997-08-14,Right,40775.0,-619.3515715066602,-8.887563696339651,6.193515715066601,-6.92,-267.62216563601805,376.5402382619666,6.832455538744942,1056.1574171832387,11.708296678300936,-0.047774146829852634,-251.37265,-125.38
+39,Gryffindor,Angela,Han,1999-09-02,Right,36947.0,595.093516815514,-4.5399626259008725,-5.950935168155142,5.825,-526.992894168597,599.5970452832613,-4.4547142615818585,,4.163735873868918,0.4720483839118659,-251.84998,204.58
+40,Gryffindor,Ben,Southard,2001-03-22,Left,52334.0,494.083695769108,-4.853242383525319,-4.94083695769108,5.4220000000000015,-413.78262153792434,603.4019170744108,-5.213071996448341,944.0464656850093,1.7817419059762996,-1.416966998705505,-252.49781000000002,189.06
+41,Hufflepuff,Orville,Hebert,1996-11-19,Right,29293.0,486.4150306274456,5.475306512698818,-4.864150306274456,6.614,-438.34397889607584,482.0620580996968,4.616138358367079,1029.8250116917336,7.088150790851537,-1.8906647860919297,-240.69411000000002,70.68
+42,Ravenclaw,Julianne,Forrest,1999-04-23,Left,41965.0,-591.878579651734,6.603584822402266,5.91878579651734,3.217,388.55508009407134,573.2188619585679,6.569018353245692,1042.5362544080783,7.568807005325795,-0.7100093957918503,-230.27083,2.56
+43,Hufflepuff,Rosanna,Rinaldi,1997-07-22,Right,44741.0,432.5608992333849,3.8529080471086825,-4.325608992333849,2.2680000000000002,-275.7517474501566,350.30527411138735,,1041.5608778499807,6.301946027733197,0.7430643743812463,-245.25253999999998,-64.69
+44,Hufflepuff,Jerald,Woodworth,1998-12-17,Left,51536.0,440.0873111670082,5.1722758619274565,-4.400873111670082,4.542,-601.1879804095211,385.0149322785431,3.4715081598698303,1059.512001699204,4.0134841408943345,-0.14404084283873952,-245.0047,-1.25
+45,Ravenclaw,Letha,Kim,2000-05-17,Right,73385.0,-415.0263289492602,7.254609476514043,4.150263289492602,6.916,489.1024503769474,667.2904112153512,7.920045613054778,1058.228762712228,9.549079995699305,-1.6593503778036771,-227.92076,-28.93
+46,Ravenclaw,Laverne,Burrow,2000-11-04,Left,59112.0,-390.7121666260828,4.3721050124103655,3.907121666260829,4.588,473.1527272589132,568.7877937159745,6.340340502640148,1044.9001583316203,6.523428759380362,1.1466909470801074,-233.10451,-38.71
+47,Hufflepuff,Chelsey,Barney,1997-06-09,Right,52190.0,496.1748495670465,4.660387161137372,-4.961748495670465,5.138999999999999,-507.79656710679564,354.73273102288323,5.0054402954078725,1057.4527988027044,3.3895014197678117,1.0588427576788306,-245.05353,-38.96
+48,Slytherin,Lorna,Graves,2000-03-28,Left,68570.0,-387.74483245021133,-4.604619969975151,3.8774483245021134,-6.945,-419.16429373366526,403.71291151908974,1.72055017703211,1058.5804798295928,7.637557962209646,-0.4045276627737053,-253.98429,-54.3
+49,Gryffindor,Efren,Sotelo,2000-03-24,Left,53157.0,642.0668078877801,-3.731583390209028,-6.4206680788777994,5.537000000000001,-430.8413869051128,592.0578084894732,-5.679532987655486,952.4800067295447,1.6241740139985756,-2.0024508868722384,-253.20893999999998,195.93
+50,Gryffindor,Israel,Roach,1999-03-23,Right,42836.0,420.6281622512083,-5.996391408199898,-4.206281622512083,4.066,-490.6709728461078,586.5663669451293,-4.608931187986684,958.5203482884486,4.0119384673969325,-0.6921841218019021,-253.0686,177.52
+51,Slytherin,Gene,Southerland,1997-11-18,Right,47880.0,-508.0961662440525,-5.3151173064857415,5.080961662440525,-7.952000000000001,-460.66974594553113,373.2900322282527,2.211948801657565,1080.1149921632357,9.819557716523132,-1.2111045718472646,-253.02187999999998,-63.61
+52,Slytherin,Adelina,Bivins,1999-08-28,Right,40993.0,-659.0745091004828,-1.3897815697389886,6.5907450910048295,-4.6530000000000005,-707.6370173199118,362.34630223638914,2.7747501536998858,1066.5744228339968,6.8559861598597145,1.2281718327105295,-247.19169,-40.26
+53,Ravenclaw,Tabatha,Lu,2001-10-14,Right,65458.0,-518.0808291697741,4.401277678206937,5.180808291697742,6.267,412.67710381763453,640.9103293894799,,1045.8548871507269,9.036945116609786,-0.0586039300623706,-229.72009,-37.21
+54,Gryffindor,Rena,Conners,2000-01-03,Left,44262.0,442.5297807980382,-4.159918828909026,-4.425297807980382,5.766,-725.1181562349636,569.3116078495827,-6.499374126107093,951.2873280242824,0.8087147473593586,0.4131136082059517,-252.47465,207.58
+55,Slytherin,Sallie,Olivares,2001-05-08,Left,68337.0,-240.5808380546587,-8.466872317161561,2.4058083805465857,-3.055,-362.5056034493952,462.16259408384764,7.084376678562577,1031.4035829641168,11.6007286096271,-0.606269997825454,-252.16026000000002,-100.81
+56,Hufflepuff,Kirby,Toscano,1998-11-20,Left,37503.0,655.7822946950319,4.013761055058096,-6.557822946950319,,-565.2083930793641,488.0185114462386,3.697794829572822,1044.3344279084552,8.27520702841892,0.5963720283092984,-243.60572000000002,65.23
+57,Slytherin,Tammi,Dexter,1997-03-15,Right,54555.0,-400.74189368019563,-4.149147757648881,4.007418936801956,-4.711,-479.519923618225,408.28267256684836,3.1392272930778238,1055.2616034259238,8.413704761490253,-0.4323140279542813,-250.70782000000003,-50.1
+58,Hufflepuff,Santo,Call,1999-11-09,Right,18882.0,679.9441148751796,4.749802945846046,-6.7994411487517965,2.991,-361.6947070580284,381.05457929351303,5.284483976823548,1038.2415655133746,7.024570762628695,-1.332439437031939,-245.8258,41.31
+59,Gryffindor,Millicent,Corcoran,1997-10-07,Right,45361.0,579.2673013893152,-4.8126746857821265,-5.792673013893156,5.5889999999999995,-286.93824511056187,592.320612107805,-3.2307414012837987,974.1081657516603,4.820525642893224,0.602047949653184,-251.28892000000002,150.33
+60,Slytherin,Vincenzo,Seaton,1997-05-29,Right,51703.0,-461.4093394908483,-5.8872827743486225,4.614093394908483,-6.869,-334.1827270884367,395.5129669617437,3.5070920536817827,1057.4804761308203,9.408525512226813,-1.1078928252127682,-252.45352999999997,-68.8
+61,Ravenclaw,Patti,Montano,1998-03-24,Left,44262.0,-352.50013096293725,5.501649628380539,3.5250013096293724,6.285,757.775542692951,654.4987457049356,4.3774327672933975,1077.1075977706141,9.752553292928006,1.5398819014558929,-228.81557,7.38
+62,Hufflepuff,Bobby,Ezell,1997-07-18,Left,62083.0,432.2355311779952,4.760955687348787,-4.32235531177995,5.584,-443.2561433856852,333.6560195053469,6.010138182397384,1056.628084205546,1.8371015411409224,0.5029246072838629,-244.47797000000003,-79.62
+63,Hufflepuff,Valentine,Benavidez,1996-12-13,Right,70512.0,191.66200704041302,4.712187320128479,-1.9166200704041303,5.615,-810.1462515885353,363.35690519590827,2.8353328888452225,1084.6650919261292,2.267171052630643,-0.5614439161201905,-244.06117999999998,-57.35
+64,Hufflepuff,Dollie,Gibson,1998-01-14,Right,55840.0,326.22171982116316,7.407129158171243,-3.2622171982116317,5.6979999999999995,-603.3918929741014,411.3884030926083,3.572576309284673,,2.7482777708263617,-1.1008769793740267,-241.80062999999998,15.35
+65,Hufflepuff,Jessica,Tanner,1999-12-11,Left,73353.0,376.58535593551886,4.537302114503309,-3.7658535593551887,6.843,-705.9976763015817,385.06261250357255,6.401809033311918,1071.026217904592,4.42061772532745,0.8373674019463226,-243.33105,-80.51
+66,Hufflepuff,Bart,Burnside,2000-03-20,Right,64219.0,405.57572877883433,4.3478957474584,-4.055757287788343,5.813,-897.8370960082959,465.411826568784,5.286010067276183,1075.488163826367,9.165098168617954,0.1941036295098912,-243.61837000000003,-6.49
+67,Ravenclaw,Sydney,Lamar,1996-12-19,Right,30461.0,-608.1609661362443,7.030299546150498,6.0816096613624415,3.873,110.63657300399299,540.539570096604,6.564960248876256,1038.7145849967512,7.0499228867192425,0.4109491944126668,-229.90781,17.89
+68,Gryffindor,Lesley,Conley,2000-02-08,Left,39225.0,546.1048515582914,-5.177676827131712,-5.461048515582916,5.2360000000000015,-478.2053839467278,583.9009789986392,-5.619651212802019,932.1547541090092,1.3723222888566218,1.1736933909229337,-253.30962000000002,213.83
+69,Hufflepuff,Tia,Shoemaker,2000-01-03,Right,58659.0,558.9850768521734,7.199280557305688,-5.589850768521735,3.763,-384.84017139647807,366.7438360311535,8.973601303380999,1037.3067189449287,4.961227318522902,1.3333567521300267,-243.94171,-47.23
+70,Ravenclaw,Milo,Wicks,1997-05-10,Right,,-189.27003255905223,4.7061151410689135,1.892700325590522,7.776,636.457836760555,618.4120768692837,5.972014066480608,1065.549153467155,8.157173029037725,1.3578528720761662,-230.66224,-34.52
+71,Slytherin,Chauncey,Ambrose,1997-09-23,Right,56313.0,-463.6502500606741,-2.457738111279645,4.636502500606741,-3.523,-497.6966702112428,448.2469179293768,3.0324715106011406,1033.5124263006678,7.354243224801251,-0.31705462760272096,-248.22068,-13.85
+72,Slytherin,Robbin,Cortez,1998-09-21,Right,37901.0,-508.0190338128575,-4.0790188726094065,5.080190338128575,-5.725,,407.1401840978691,4.7358574923446985,1052.0715585372977,10.65707959157059,0.3930427747554777,-249.20965,-39.65
+73,Hufflepuff,Mellisa,Musgrove,1999-01-26,Left,46240.0,530.227319204472,6.551776365317947,-5.302273192044719,3.148,-576.4826954194305,402.5438609598957,1.516808067912832,1051.9780183059731,3.849727948784812,0.4555014065502934,-246.20151,57.61
+74,Ravenclaw,Alexander,Ashworth,1998-10-12,Left,54847.0,-203.96737761219387,3.998021154306869,2.039673776121939,7.718,806.681413559967,624.0858951051516,5.781731645651822,1082.0672531603082,9.071699291714696,0.012897888422093122,-230.17997000000003,-51.5
+75,Hufflepuff,Jessie,Madden,2000-11-11,Left,54986.0,440.84382623089516,6.506027505582906,-4.408438262308951,4.794,-392.97603948152664,411.03990190478265,6.1003213300208685,1036.1595341491422,4.221408674350881,-1.1535875769773252,-242.80759,-6.28
+76,Ravenclaw,Marcos,Pfeifer,2000-11-15,Left,69442.0,-557.4308145437269,7.632078695509895,5.57430814543727,5.269,638.1494093440018,636.6509269642495,4.514082718303876,1059.4215080570089,5.990332243527781,0.1350349866516061,-228.8198,-9.2
+77,Ravenclaw,Bess,Browne,2001-08-14,Right,46350.0,-298.2622717840378,5.54437673886142,2.982622717840377,6.6579999999999995,432.3369006341099,645.247265223469,4.797739920975449,1048.1908595432876,8.733861638425891,0.14504609605254093,-230.3282,32.77
+78,Hufflepuff,Marilynn,Maki,2001-01-06,Left,70868.0,349.7348064996019,2.2628549354313416,-3.4973480649960202,4.612,-569.1749940807236,417.2556309736137,4.857709460854919,1064.649952266996,5.7244714074980845,-0.3892734498133775,-245.9729,-54.51
+79,Hufflepuff,Seth,Conaway,1999-09-18,Right,68359.0,418.6807819064729,2.3987267447642164,-4.186807819064732,5.468,-521.3102149343797,459.21001773686135,5.054253489955328,1054.5440184680233,6.7893895060061205,1.1015454775412754,-245.05387000000002,-28.36
+80,Hufflepuff,Concepcion,Wilkinson,1999-06-19,Left,46079.0,474.2898484815368,2.8237462830384312,-4.742898484815368,4.681,-404.59594543529136,405.7418984473488,6.156093737254994,1047.1635445539496,6.482312107498415,0.6270437847565277,-244.82077999999998,-26.57
+81,Slytherin,Antonette,Falcon,1999-08-01,Right,11030.0,,-6.842722845903242,7.840030898335224,-3.253,-659.4140302422647,351.059963478086,9.85368742037005,1065.3667323619277,13.48141806518045,0.4608029791192174,-244.30022999999997,-125.24
+82,Slytherin,Arnold,Kersey,1998-06-12,Right,37887.0,-515.8409219526714,-6.540225265528053,5.158409219526714,-7.4910000000000005,-497.8380424628671,370.4816797403157,,1081.1865600725398,12.161321413854992,-1.2188837931329186,-252.12602,-82.61
+83,Gryffindor,Rosita,Riddick,2001-09-27,Right,56134.0,336.0623367778062,-4.917391145130838,-3.360623367778062,5.402,-506.97699448819606,634.1718917533511,-4.248889474217036,971.0193242051724,4.928506629654286,1.245107500969116,-250.44466,168.2
+84,Hufflepuff,German,Bronson,2000-06-22,Right,58549.0,477.18915910727776,4.6698509754366935,-4.7718915910727775,6.445,-742.8481132871193,380.2449783858424,4.889160429203322,1072.8751751657326,4.859939345873153,-1.2133457990902643,-244.21177000000003,-39.78
+85,Hufflepuff,Hallie,Slade,2001-04-10,Left,51592.0,404.63063954915225,3.2481628597843266,-4.046306395491522,6.27,-405.99285129636655,453.91232498038454,,1039.7605177063929,6.340714686673364,0.02530939150926921,-242.60241000000002,-11.22
+86,Hufflepuff,Rufus,Geiger,2000-06-29,Right,20807.0,661.1120436579648,5.070565395322594,-6.611120436579647,4.824,-275.12948676839557,437.2001972439055,3.8957049551159013,1021.8547005146866,5.904646144320843,0.05858766017115356,-243.93181,78.72
+87,Hufflepuff,Shanna,Reuter,2000-02-06,Left,32491.0,793.0759523309309,5.613896018167057,-7.930759523309311,4.977,-533.3751884407543,428.34971424877295,7.111135197996642,1041.2456163269326,9.235553491752476,0.2456461937367628,-244.50672999999998,35.69
+88,Hufflepuff,Marion,Galindo,2000-02-23,Left,47052.0,561.6559199596363,6.154023758537017,-5.616559199596363,3.7489999999999997,-246.9314297363984,386.41912618796374,4.249600813824982,1028.143468794004,2.5104245404568672,-0.8511317571161439,-245.17349,17.14
+89,Gryffindor,Aisha,Steffen,2000-02-08,Right,67687.0,239.69576421273362,-3.4640191301689454,-2.396957642127336,5.25,-602.3663235488892,659.3533550509658,-7.392166051120612,962.8172288806368,2.142782574905993,-1.4746064699518395,-250.64727000000002,212.01
+90,Gryffindor,Tabatha,Bartlett,2000-02-13,Right,47749.0,473.9594644537471,-5.203283992057737,-4.739594644537472,5.212999999999999,-598.1996765989197,598.2177024949481,-5.7227426492442905,931.5404071789533,1.4396819350126968,,-253.36057999999997,213.28
+91,Gryffindor,Oma,Prosser,1998-07-26,Left,60337.0,308.54461787237733,-3.6096540503280985,-3.085446178723773,6.882999999999999,-231.057459318709,636.0795719842497,-4.939479676363117,984.255441883197,2.9838141870231385,-0.9146227391949916,-247.82592000000002,147.71
+92,Ravenclaw,Florine,Crabtree,1999-04-04,Left,38317.0,-345.89128549463555,6.96155360435082,3.4589128549463566,5.8610000000000015,465.421011142633,593.0667059477843,5.746750567656782,1047.7662420039394,7.4960684415118966,-0.8711453603276128,-229.55943,18.77
+93,Hufflepuff,Glenna,Rodman,2000-02-07,Right,86521.0,236.8861914184944,3.889555606890064,-2.368861914184944,,-334.6255678679438,408.33127192815147,2.625982150484424,1048.5681604557276,-0.2461026445953109,0.15812860944424978,-244.86997000000002,-57.61
+94,Hufflepuff,Sarah,Mccurdy,2000-05-24,Right,40041.0,423.72970727890487,7.297099109535134,-4.237297072789048,5.725,-413.6913707528254,392.29596800999326,3.3471567507216777,1037.2260073063885,1.8286400171438568,1.3960199262805228,-241.87543,32.42
+95,Hufflepuff,Vesta,Rodman,2000-02-19,Left,32995.0,737.2957435720047,4.380005410809342,-7.372957435720048,5.415,-353.1070078725637,298.21895991191036,3.6443987884960087,1051.5941183023024,1.2289187534920265,0.2048944997103961,-246.92665,-22.77
+96,Gryffindor,Gabriella,Snook,1999-04-05,Left,40377.0,529.1895411283647,-3.7856221594879567,-5.291895411283647,5.922999999999999,-645.3830056545745,615.0863313301887,-5.4829806088532616,960.6549757710112,4.160832420156689,-0.496053015772492,-251.26696,220.38
+97,Ravenclaw,Billie,Irvine,1998-03-23,Left,48416.0,-454.6973968449776,4.1521893682783775,4.546973968449776,5.4639999999999995,587.6877059480232,609.1149083500918,5.035510550182293,1064.4063373741496,8.220708584271447,-0.7585919776943548,-230.70508999999998,-19.33
+98,Slytherin,Allison,Ketchum,1998-07-20,Right,35796.0,-662.4667943509653,-4.4429124927184365,6.624667943509652,-3.542,-624.8435109690846,374.422516668655,6.043296729866028,1057.4390369668408,9.448966565083404,-0.9391020568781272,-246.52071,-83.43
+99,Hufflepuff,Dovie,Darden,1997-10-09,Right,72219.0,385.25969529995973,5.81125399995247,-3.8525969529995976,4.1080000000000005,-507.4167192404275,379.1414663677916,3.6750694633102596,1056.1924277622848,1.9250482727865847,0.3371504289632541,-245.50725,-32.85
+100,Gryffindor,Dianne,Gulley,1997-08-06,Left,32401.0,663.3114579687891,-3.7379586281520014,-6.633114579687891,5.3210000000000015,-355.91334409817483,621.4829544195684,-4.58539579746124,976.9447294813398,6.467256170447585,0.8078199234012003,-250.98496,209.29
+101,Hufflepuff,Robbie,Waller,2000-06-10,Left,35880.0,571.7538745192702,6.9627788390350505,-5.7175387451927016,4.667,-527.3920440100405,384.62258254292,4.525148311300644,1045.3806518855465,4.608998704258504,-1.0939695359860364,-243.71813999999998,32.63
+102,Ravenclaw,Mariah,Allison,1999-09-08,Left,75206.0,-635.5742012070349,5.435313135279752,6.3557420120703485,4.203,538.2390293299384,628.4171762940286,3.6035049617138015,1041.8250846013768,4.725093354369534,0.16383412340521916,-231.65535,-8.22
+103,Hufflepuff,Eunice,Kimball,1997-09-14,Right,56467.0,529.3030052289412,4.204821103561154,-5.293030052289412,6.89,-511.8962774657433,386.227460206767,6.335260445646684,1054.6768353183302,4.540173864869352,-0.9805984774659277,-243.6346,-50.5
+104,Ravenclaw,Jermaine,Hilton,2000-06-17,Right,57493.0,-316.95819630401763,7.056762549034356,3.169581963040176,6.811,439.41168465083916,635.974144011163,7.627175738593737,1051.755077750188,9.270981683234801,0.8064682477769355,-228.81269,-9.05
+105,Gryffindor,Darius,Pond,1999-06-09,Right,47435.0,514.2680470858512,-6.93864145908022,-5.1426804708585125,3.594,-299.5844495831252,593.3684428138996,-2.623107733979692,956.078922072012,5.4962643095943235,-0.5508715518068543,-253.83872999999997,147.31
+106,Slytherin,Wilma,Marroquin,1998-12-29,Right,58994.0,-529.8336462977353,-7.551878451788433,5.298336462977353,-5.441,-420.00614557255125,372.0458319129935,7.031750274519412,1046.2061307871647,9.484187396697552,1.7694646986024396,-251.70157000000003,-134.02
+107,Gryffindor,Sylvester,Smallwood,1997-03-14,Right,66124.0,153.9488923822856,-6.954602943219923,-1.539488923822856,4.563,-236.09768249562785,573.5525538447382,-4.505731041841491,,-0.07876881185512241,-0.8137008722795482,-252.0244,109.0
+108,Hufflepuff,Archie,Richardson,1999-11-07,Left,66029.0,418.7979986881364,5.2419668253895,-4.187979986881364,3.957,-671.4414287470405,438.31538669812005,4.935839154299717,1060.1202962775103,6.812913992597643,0.4430065845720449,-244.95264,-4.13
+109,Slytherin,Caryn,Irvine,1999-07-11,Left,65151.0,-340.47712877179464,-9.573924459742496,3.4047712877179466,-6.9910000000000005,-240.38448538772357,424.1737103817173,5.3553119373615194,1053.3427703322022,11.960950732479231,0.1851757806294785,-255.36437,-111.75
+110,Slytherin,Octavia,Hamby,1997-08-04,Right,53672.0,-568.4347528438542,-4.239520728602262,5.684347528438543,-7.213999999999999,-558.7776213219696,350.1109816572477,1.390732469720544,1087.122080148455,7.717584206839883,,-252.34285,-73.57
+111,Ravenclaw,Elmo,Samuel,1997-10-09,Right,80698.0,-585.0191291577961,3.1898344848682485,5.8501912915779615,4.982,1092.3886105728684,623.5655706886978,6.364252990529107,1068.6085802845414,6.424160493348571,1.2666859829880914,-230.46178999999998,-107.59
+112,Ravenclaw,Theresa,Bird,1998-10-13,Right,69117.0,-642.0676826711983,6.704010364837727,6.420676826711983,4.078,586.2531378333607,,2.854086625690122,1015.2539996307147,1.364061915645859,,-231.57692000000003,18.2
+113,Ravenclaw,Lynda,Peace,2000-09-16,Left,63085.0,-535.9631008491577,5.204957838617238,5.3596310084915775,4.947,586.1422517648629,606.48910681978,1.4228441184972218,1032.6371003153909,2.3528399658000354,-0.5924173093432028,-232.47673999999998,22.38
+114,Ravenclaw,Curt,Sorrell,1998-08-21,Right,99356.0,-643.1680713069306,3.864537490275976,6.431680713069308,4.954,832.7382625617622,635.2443531910724,3.2624078281703843,,2.1728626875837134,1.34144306976047,-232.6804,-62.53
+115,Gryffindor,Sharyn,Oconnell,1998-12-20,Right,32757.0,559.5125234247852,-4.459940037396295,-5.595125234247852,5.432,-593.1249867855042,565.6424557351163,-5.264616268276742,962.2932170297298,3.2163321961770768,0.2411916856305921,-252.34838,200.17
+116,Ravenclaw,Roman,Stamps,1998-06-25,Right,43903.0,-615.7762884454629,5.282133070929046,6.1577628844546295,3.335,552.5711492773577,571.3624087031078,3.1248889801370154,1029.5300542313096,3.825085878371043,0.8936793324806668,-231.97034,23.05
+117,Slytherin,Sheri,Tuttle,1997-05-11,Right,64893.0,-519.5256358296159,-6.361745193106215,5.195256358296159,-6.945,-628.7998129398574,335.23456452572975,4.204773786179422,,8.735903218516459,-1.9948528707930293,-253.98085,-128.79
+118,Hufflepuff,Sharonda,Hansen,2001-04-25,Left,30360.0,714.1149421297548,3.8020363786508353,-7.1411494212975475,5.747000000000001,-484.5331077227224,414.25739614816484,7.048594642235372,1044.573924674855,8.599684067619055,1.0418670200071052,-244.29127000000003,8.27
+119,Hufflepuff,Rudy,Sigler,1996-12-13,Left,53747.0,402.3001417950553,3.5301234602470117,-4.023001417950553,8.131,-623.5214066934777,395.7218484505045,5.08669689187408,1064.693322863819,4.2746396273666285,0.3196918148834346,-242.27829,-47.35
+120,Ravenclaw,Ruthie,Hennessey,1999-10-02,Left,55822.0,-605.1690924876692,3.649099472007122,6.051690924876692,5.044,606.1203514615,690.8804539178152,4.221924952936674,1041.5330878808963,8.997370378174917,0.9700286918905174,-230.0022,24.51
+121,Slytherin,Antone,Medina,1997-12-21,Left,38267.0,-483.1771126229637,,4.831771126229636,-5.0680000000000005,-589.6541348510808,406.18381761432516,5.884951929590099,1067.772809838536,12.952910852367266,-0.35877949210369164,-249.85396,-75.77
+122,Ravenclaw,Jean,Herron,1998-05-10,Right,25521.0,-436.24884643414686,6.474863131317236,4.362488464341468,4.869,522.1715997244451,527.9337937892278,4.459569723219412,1046.1639573249836,4.7524221195076715,0.05990460638499244,-230.4195,12.92
+123,Hufflepuff,Eileen,Santoro,1998-11-14,Right,91006.0,49.84224410654053,4.07105323766236,-0.4984224410654052,4.953,-767.512319847308,419.5410370404423,2.5460896700147537,1078.8972409376834,2.6291770181414966,-2.32106129799432,-244.26175,-60.98
+124,Hufflepuff,Jonathan,Kingsbury,2000-06-06,Right,40304.0,575.2121843783339,4.274065280088816,-5.752121843783338,,0.6005743975177502,336.50614583541494,8.121613195628488,1018.2205012936674,3.744288425463465,-0.1253705817111685,-246.37242,-45.07
+125,Slytherin,Brooks,Bettencourt,1999-09-26,Left,49342.0,-526.0859806925057,-4.036462449149498,5.2608598069250565,-5.763999999999999,-627.6900074406183,374.5229978785511,4.326933289561747,1062.0475552673126,9.142679119096826,1.6149153943110088,-250.42092000000002,-68.14
+126,Hufflepuff,Amanda,Anaya,1999-08-18,Right,44716.0,362.5032318904866,5.234574629385135,-3.6250323189048657,3.715,-344.9898066027987,480.13605325383776,4.281443155647205,1027.4836774108724,6.486040479708785,-0.6937017894070421,-242.9028,55.66
+127,Slytherin,Russ,Blais,1997-09-04,Right,44770.0,-531.9043967543388,-5.1549411645906345,5.3190439675433865,-5.577000000000001,-401.9862001840712,399.7636080150557,3.8752004138047855,1056.4237410427052,9.339369229360576,,-250.01667,-61.42
+128,Slytherin,Wilbur,Burnside,1999-05-24,Right,45982.0,-488.97850798686363,-4.963730079291379,4.889785079868637,,-617.4040268104895,398.49990048810594,5.528243231441679,1059.217553368259,9.617422309157933,-0.5632199018740616,-247.73032,-83.27
+129,Hufflepuff,Valarie,Valentin,1997-09-27,Left,42551.0,657.100095123139,8.127386769410322,-6.57100095123139,3.9189999999999996,-294.83786332300065,319.1080196126196,2.827435252204852,1036.4315100603385,-0.6851878477010405,0.3556839544802716,-245.78322000000003,18.2
+130,Slytherin,Oma,Whitlow,2000-04-29,Left,46919.0,-404.372186541756,-5.078322642489496,4.04372186541756,-4.61,-322.9054893546188,456.63592378464597,3.9688566525093836,1039.1307085684732,10.276648636048334,0.0852451376997611,-249.67188,-28.32
+131,Gryffindor,Nelson,Doolittle,1998-11-25,Left,32154.0,429.2554521387429,-7.7905820160194095,-4.29255452138743,4.2989999999999995,-362.4630769343058,532.3484938569541,-3.5301756757370466,932.4673231572592,1.6126967963194367,-0.41970777449651736,-253.98387000000002,153.59
+132,Slytherin,Angeline,Trice,2000-04-02,Right,57769.0,-608.9149949864728,-9.953412078187053,6.089149949864727,-5.834,-460.6246625707302,358.904410560868,9.494249074769064,1048.6952318441702,11.61728541084899,-0.9737175264700044,-252.13077,-180.37
+133,Hufflepuff,Luanne,Frasier,2000-10-31,Right,68382.0,357.7354160904055,4.908872293819791,-3.5773541609040547,4.831,-416.4718733751007,302.89290879777644,7.596506957882847,1057.687383071025,1.3393335799716803,0.2455262750704188,-244.50439,-119.59
+134,Ravenclaw,Felton,Staley,1996-12-02,Left,22034.0,-381.56605353277746,5.7451858710109285,,5.142,218.1530324427649,582.3591353902546,4.9773029862558325,1050.934099950484,9.09915058576204,1.7883865101036371,-230.60911000000002,47.33
+135,Ravenclaw,Lloyd,Blair,1997-05-13,Right,,-410.0433800648359,5.424500213157987,4.100433800648359,6.28,646.3970505738997,615.1309059306952,3.389682670285141,1049.400574764988,3.699480696959432,-1.272503416840197,-231.8865,-25.3
+136,Ravenclaw,Reginald,Jordan,1999-06-10,Left,72259.0,-650.2578796427903,4.8700311219585775,6.502578796427902,4.815,518.0200601612597,627.6004488060165,4.108174932170596,1030.106352978376,4.374231618276964,-1.3025116828845449,-231.32397000000003,-8.05
+137,Ravenclaw,Loraine,Cornell,1999-03-03,Right,65257.0,-567.9367699236492,,5.679367699236495,4.552,622.8874331648649,579.7480743903235,5.6230902004698935,1050.196608805973,5.437836279761195,-0.003950326226069712,-231.86231,-55.94
+138,Hufflepuff,Ahmed,Nixon,1997-07-29,Left,48503.0,376.06722462189316,5.440261803832966,-3.760672246218931,6.182,-641.078187652068,423.32658286220436,2.7902750508823084,1057.7354954959262,4.208607987013705,-0.3904360993732139,-242.6917,22.29
+139,Gryffindor,Rashad,Massie,1997-06-29,Left,62442.0,741.3409427247833,-1.3542832920553831,-7.413409427247831,7.782999999999999,-560.006130689935,597.7039642230521,-7.018531981033775,946.5523564245456,-1.14951082500442,0.5535948439413207,-252.15187000000003,219.3
+140,Gryffindor,Dave,Naquin,1997-11-27,Right,56763.0,444.8624898617786,-5.331665078327536,-4.448624898617786,4.547,,629.2369725939395,-5.375846467984553,937.6315071565745,2.2794606275299683,0.4173716471038083,-252.95257,196.74
+141,Ravenclaw,Ron,Hein,2000-12-12,Right,46540.0,-596.6361937636419,5.4231670616122765,5.966361937636419,4.101,455.2385437675364,612.3042514023821,4.617962264632348,1038.9382573295873,6.9347625606291,-1.5483542701794208,-230.56534,21.25
+142,Gryffindor,Dick,Enos,2001-03-18,Left,47266.0,469.4059601258023,-5.529584365411202,-4.694059601258023,3.9810000000000003,-520.9485966422131,622.3857795225591,-4.622835308067772,957.758514994862,5.3516419173430565,1.5883960374994828,-253.08888,196.78
+143,Hufflepuff,Lawerence,Sorensen,1999-09-25,Left,65283.0,389.2024319182311,5.804108097003042,-3.892024319182312,4.397,-449.0436916844738,425.2180272629188,5.322114768983852,1043.5728290377783,4.422417284799975,-0.3894867037299379,-243.78056,-13.04
+144,Gryffindor,Billy,Le,1997-01-30,Left,22398.0,599.5852111840952,-5.705504055909232,-5.995852111840954,4.66,-569.9967720898802,596.599814445475,-3.767260727505999,952.4012186072059,6.477809370926361,0.41123153059037576,-252.61465,217.25
+145,Gryffindor,Nilda,Brogan,1997-04-16,Right,64395.0,597.0366261315444,-3.4482006663933635,-5.9703662613154425,7.359,-95.69736493123102,,-4.1743558750331085,958.2566180992128,1.1268872970354142,-1.791074054701447,-250.10574,147.89
+146,Slytherin,Esteban,Milne,2001-07-12,Left,42359.0,-562.6819044344254,-6.0005059743269955,5.626819044344254,-5.2139999999999995,-529.9790418575392,375.728085285858,6.407741514386897,1056.650318791638,10.623115092006325,-0.4461055089357852,-249.61247999999998,-97.27
+147,Gryffindor,Wilford,Stewart,2001-05-02,Right,35843.0,489.89425324821997,-3.6530554555555073,-4.8989425324822005,6.5089999999999995,-349.7733274236956,627.3851026449479,-4.990578109673786,972.2727747958673,4.661388683799714,1.0580512403618028,-248.8942,201.19
+148,Gryffindor,Scarlett,Reyes,2001-11-01,Right,41153.0,299.15988793687285,-6.188562987388673,-2.9915988793687287,5.301,-460.6612894818784,565.3682291860599,-5.7876458677834455,934.3390401041092,-0.18150986393082214,-1.1287205243874516,-252.18504,183.15
+149,Gryffindor,Van,Bearden,1997-12-15,Left,51005.0,703.2985890341223,-3.691706482968064,-7.032985890341222,5.396,-718.6084672028627,598.5899269585208,-6.100922865214429,933.6425612445884,1.7445476423581798,0.6104043636926044,-254.7511,237.12
+150,Ravenclaw,Bryon,Small,1997-03-21,Left,38144.0,-463.7481242647566,4.067800533689656,4.637481242647566,4.716,481.94971977953537,595.4897379943877,4.79371428940726,1051.2926929529888,8.063913863244691,0.18934849532407474,-231.4406,7.21
+151,Gryffindor,Dan,Whitt,2001-10-28,Left,43174.0,666.1027100731758,-3.7987627805183455,-6.661027100731754,5.3370000000000015,-512.1227025225447,614.7657965558212,-4.734302228187473,965.2147708584039,5.143056633733703,-1.0281133022192503,-252.364,208.29
+152,Gryffindor,Jeff,Ernst,1998-02-23,Left,32262.0,791.1833391441772,-2.6006437718342896,-7.911833391441772,8.042,-542.2729290410913,536.7796445862099,-6.272048189931038,937.8606073393432,-1.4048837129040712,0.4511973960368234,-252.1266,221.15
+153,Slytherin,Sammie,Zimmerman,2001-09-30,Right,43554.0,-504.67215959530563,-5.39052417277721,5.0467215959530565,-3.555,-477.0412098100229,415.61703295945364,6.743407605252114,1038.294797318717,10.35371257616464,0.4496306846126323,-248.00827,-74.44
+154,Slytherin,Renaldo,Cushing,1997-05-13,Left,37115.0,-611.8966141749132,-5.612528220440685,6.118966141749133,-6.691,-713.0879484684998,323.4515005267623,5.323453249020779,1090.201068462954,11.093163527645846,0.2047321886027976,-250.79362999999998,-110.75
+155,Hufflepuff,Saundra,Low,1999-09-12,Right,63995.0,441.156982392476,6.1608160861465295,-4.411569823924759,3.5860000000000003,-463.238086252921,322.22165536711805,4.887882933957645,1058.3281001327096,1.3000739243146828,-0.5229390669604774,-245.92806000000002,-57.46
+156,Gryffindor,Alberto,Michaels,1999-09-30,Left,39731.0,660.8558858847127,-2.811463112509757,-6.608558858847128,6.502999999999999,-601.0012534685634,608.6887585885438,-5.376520300137536,974.1762252515224,4.579109237637884,-0.9599175291104838,-250.98261000000002,215.49
+157,Hufflepuff,Lauren,Provost,1997-01-21,Right,44378.0,478.93829913883127,3.2705984981449454,-4.7893829913883135,7.2170000000000005,-399.89268902651605,413.39553376675576,7.7617714151593935,1043.4073320460702,6.384901265983324,-0.7276334066524749,-241.89848999999998,-43.13
+158,Ravenclaw,Kristal,Woodley,2000-02-25,Left,55003.0,-379.6584984259632,7.919267824076713,3.7965849842596318,5.8629999999999995,753.4431926889142,591.097290120862,5.231018576284184,1064.4067519191267,,,-228.86285,-20.67
+159,Ravenclaw,Mickey,Bratcher,2001-04-25,Right,,-538.3323832193067,3.8083331589830665,5.383323832193066,5.7,928.7153975554984,646.8372345539542,4.221800721071086,1055.5067547282188,6.454052705171398,-0.11254466949213313,-229.88521,-29.56
+160,Hufflepuff,Carmel,Olivares,1997-10-25,Left,57084.0,476.6835504564386,3.020527660191415,-4.766835504564386,7.775,-649.92791442077,444.94349548649114,4.44375676474414,1062.2976840573992,6.181211732032223,-1.0024516120601843,-243.31047999999998,-17.02
+161,Hufflepuff,Fletcher,Wingfield,1997-01-28,Right,71129.0,281.6377537719174,5.647298066086288,-2.8163775377191747,3.73,-547.6220495164306,348.35672446399064,7.324278747993341,1061.1714228849278,3.6157278302975295,-0.4118524723200033,-244.14334,-87.64
+162,Hufflepuff,Omer,Carrera,2001-10-13,Left,52049.0,374.5028644248592,5.626831896681051,-3.745028644248591,5.501,-680.5592044941733,405.49289976007606,9.986958490100893,1058.9222721807582,8.847001568308011,-0.1385371563373891,-241.08842,-56.51
+163,Slytherin,Lucio,Negron,1999-01-08,Left,67129.0,-500.83168103074087,-5.6287442668394725,5.0083168103074085,-4.98,-145.46668812709308,437.7989845658098,5.022475789370106,1008.6744112401936,6.517021695696429,0.35283108207552205,-250.63657999999998,-69.99
+164,Ravenclaw,Patrick,Cox,1999-10-04,Left,59354.0,-306.2672492390175,8.272247367308207,3.0626724923901745,5.271,225.08781630031987,555.1066962558068,4.985539976010919,1026.1499104491404,3.4719460642262847,0.33714607165498434,-232.47976,19.37
+165,Hufflepuff,Chong,Woodard,2000-03-20,Right,34543.0,650.9465307558138,5.166446839060284,-6.509465307558137,4.846,-324.32360263064425,380.1346584525196,3.5398941286868344,1038.3852286061554,3.4148113499108765,1.1029135122944909,-245.30497000000003,27.31
+166,Hufflepuff,Nan,Hurley,1999-04-20,Left,57873.0,338.82293086693727,7.329863878135122,-3.3882293086693736,4.189,-616.8391787647063,426.94975282618486,2.3272451943555783,1052.1644381491808,3.4168291515109006,0.8036904220336857,-243.45278,38.9
+167,Hufflepuff,Jonah,Rosa,1997-04-07,Right,54696.0,445.8123504230733,1.604080645386337,-4.458123504230733,7.3279999999999985,-626.5379030304357,394.2019539453881,7.6354487258394315,1070.4105816296906,7.402755763372745,0.2994655621147721,-243.53251,-85.17
+168,Slytherin,Ervin,Shelley,1998-08-03,Left,,-273.0798764317556,-6.7004688031395006,2.730798764317556,-5.218999999999999,-287.89289199806507,,4.3059580578709085,1020.1217758343697,6.548906544029237,-1.6185929132396442,-255.2995,-95.88
+169,Gryffindor,Jayson,Somerville,2001-06-23,Left,42547.0,426.45154456395215,-2.8706729935202016,-4.264515445639522,7.05,-582.9211907174829,606.9511449390733,-4.9823949229056534,995.840619724278,4.793895003848593,-0.661986196739527,-248.28095,177.61
+170,Ravenclaw,Laura,Everett,2000-03-12,Right,39228.0,-383.08662372447196,4.7709417415073245,3.8308662372447206,5.8320000000000025,582.8250196894138,615.9485447610764,4.4171546257433025,1068.5398886509752,8.828469083620412,0.6031370544990369,-230.17467000000002,5.66
+171,Gryffindor,Roy,Delossantos,2000-08-28,Left,53431.0,458.3909154797474,-5.195214988185951,-4.583909154797474,4.271,-476.143263717865,630.2490136557295,-4.3993626871966685,960.7178996289572,5.1987748614103975,1.0142778768826,-252.56696000000002,186.08
+172,Gryffindor,Clinton,Hemphill,2000-01-13,Right,38984.0,498.8515227163389,-4.72777708858731,-4.988515227163389,7.004,42.248432472781076,648.8820637240212,-1.8321128566375853,986.2387814924613,7.323180071302537,-0.4725118722427806,-246.82635,137.9
+173,Ravenclaw,Eldon,Hutson,2000-11-22,Right,41173.0,-544.0067552335277,6.354748419748845,5.440067552335278,4.9510000000000005,445.99328728750993,586.5497458798066,5.762430794435655,1065.8739977371272,8.168992185957858,-1.7389133791793359,-228.98087,-8.41
+174,Hufflepuff,Carmen,Champion,2000-11-07,Left,68697.0,539.817622195028,4.12080291200291,-5.398176221950281,5.97,-641.8771539778286,394.06752811728296,3.659346404900528,1067.330700310418,3.857594473158757,-0.5479424983256803,-246.10102,-34.57
+175,Gryffindor,Maggie,Damron,1998-06-02,Right,62042.0,476.2530837143403,-4.368506424964557,-4.762530837143403,5.8020000000000005,-585.9517245498463,572.8403769320282,-5.275262067619121,955.57285922298,0.639725633452406,-1.1448344648640176,-252.9695,163.15
+176,Ravenclaw,Dovie,Saul,2000-08-27,Right,,-647.4568161938353,4.412894875519283,6.474568161938352,,368.3789108005743,568.3490491745223,4.99926723646908,1047.1972266657665,7.830296310022756,-1.6389979165803126,-231.69042000000002,10.56
+177,Hufflepuff,Raymundo,Cooksey,1999-04-16,Right,60975.0,417.87412738761526,6.231948653378532,-4.178741273876153,6.4,-561.6842237595636,377.18702689707914,5.981996899425679,1054.7326507684036,3.104147980486049,0.22377007928066656,-242.47435,-44.31
+178,Ravenclaw,Marty,Herrin,2000-06-20,Right,57532.0,-539.4599817797457,3.2411885701974947,5.394599817797457,5.16,254.99485732415616,639.3262584764062,5.393172189630898,1028.2103037574868,8.073240797461697,0.2168218645779212,-232.18652000000003,12.05
+179,Ravenclaw,Rose,Torres,1997-12-16,Right,55371.0,-547.5567676599428,7.140489002772678,5.47556767659943,5.138,409.3729203396052,585.1080820440028,4.634795640063025,1042.6214310907126,4.742602440999928,-0.8365459311603338,-230.03135,4.41
+180,Slytherin,Teddy,Dodds,1999-12-19,Right,98109.0,-271.7128297113348,-3.955124098215249,2.7171282971133484,-5.757999999999999,-392.0618071488298,441.7305583811767,2.5573961571499333,,4.930318673966822,0.7684132928635885,-255.09825,-54.34
+181,Hufflepuff,Augusta,Blanchard,2001-09-13,Right,39874.0,658.6907505621286,6.6174847663589365,-6.586907505621286,2.858,-496.6530394619683,378.10141874229515,1.3530138258308622,1049.2652539866478,3.2872279261220383,-0.1338135441544775,-247.34739,61.58
+182,Ravenclaw,Aretha,Trice,1996-11-08,Left,79428.0,-281.4286789956169,4.945813453890494,2.814286789956169,6.5829999999999975,517.679244892362,608.3003162088287,5.122940005570913,1036.250231706285,4.484910400050921,-0.7669961802704965,-233.16651000000002,-32.36
+183,Slytherin,Eloy,Connell,2001-04-18,Right,74845.0,-416.6368113132445,-4.561808678778776,,-4.772,-230.21880058218886,459.2921793735066,3.0224329825093914,1016.0424930963117,6.08468437914788,-0.3391250692751369,-251.42808,-41.08
+184,Ravenclaw,Lorenzo,Bundy,1999-11-23,Left,87138.0,-365.47166111582845,-6.6718089774476885,3.654716611158285,-7.125,-501.8877333413019,387.83613224479865,6.0298670334943845,1033.374715892715,8.248788657581947,1.3835783781876474,-255.96693,-120.43
+185,Hufflepuff,Valentina,Gibson,1997-04-26,Left,53960.0,505.681327072416,6.049238885737318,-5.05681327072416,4.136,-457.606407640011,387.68178055707983,1.6309298190349684,1047.4329375994148,1.6857734765235663,0.4470020411128702,-245.93674,26.64
+186,Hufflepuff,Ali,Battles,1999-06-25,Left,44095.0,626.1834382824775,5.415559805061089,-6.261834382824775,5.311,-333.0634198414465,386.8046962172157,7.2247534761746754,1034.6360007394928,5.0946255429291165,0.8764597225763691,-243.82131,-17.54
+187,Slytherin,Stacey,Wu,1997-10-08,Left,31210.0,-525.9697368184118,-3.5898117534314826,5.259697368184118,-3.002,-626.5853562289046,412.152266543836,4.59961082081642,1062.5296446379357,10.582996057867122,0.2384106189083935,-246.34111000000001,-38.68
+188,Hufflepuff,Daron,Kitchens,1999-02-28,Left,49529.0,426.24905868163256,5.688908158961578,,6.537999999999999,-499.5316869486786,411.1502890519687,3.5371052791937707,1047.4195133988444,3.0194325901068573,0.5074404860428015,-242.48361,9.71
+189,Gryffindor,Marcia,Doe,2000-07-24,Left,47670.0,523.2887525464653,-5.171198400832992,-5.232887525464652,5.143,-432.9245845811108,,-3.914790331575592,966.1012238950387,3.878477799474786,-0.259603417947153,-252.38477999999998,159.3
+190,Slytherin,Johnathon,Odom,1997-08-20,Left,58492.0,-272.03517346197657,-7.493774610990652,2.720351734619766,-4.77,-351.55253978720594,449.87630545327767,6.679820255918294,1034.3483259915183,12.128236745615885,-0.12395783199197967,-252.31929,-78.63
+191,Hufflepuff,Geoffrey,Joyce,1998-04-09,Left,62429.0,495.5887741908954,4.16319347542818,-4.955887741908954,5.646,-616.2838916880063,394.6245135449816,4.240603841766073,1063.0593209928766,4.3828146595856055,-1.9791348897991063,-245.40838,-30.11
+192,Ravenclaw,Charlotte,Evans,2000-11-29,Left,55527.0,-532.6318687848265,4.2747494903260375,5.3263186878482625,5.723,,625.6888859862345,6.10262442630188,1063.194194636801,8.312158786557847,0.6620911064851472,-229.29056,-41.14
+193,Hufflepuff,Winnie,Wentworth,2001-04-04,Left,23669.0,558.3641462242324,5.073431532145102,-5.5836414622423245,5.585,-616.1168194449317,376.8050967460728,8.914703349116285,1053.2676951431283,8.941348503657181,0.6866273082561486,-242.00694,-16.34
+194,Slytherin,Vickie,Candelaria,1997-10-02,Right,26557.0,-743.6957960459201,-5.226165460163067,7.4369579604592015,-3.759,-698.4912868660465,352.85125591754206,6.764206365844292,1072.2308018376787,10.834149006807019,1.4907515459363736,-245.94679,-102.6
+195,Hufflepuff,Fern,Cummings,1999-06-06,Right,34642.0,675.1752309586523,,-6.751752309586522,4.961,-402.1696082189196,430.1812892011132,3.550969341718713,1037.566952508938,5.842755458433974,,-245.16055,53.66
+196,Hufflepuff,Julianna,Doran,2000-08-01,Right,28482.0,825.5019412022267,8.573561389386674,-8.255019412022268,2.7960000000000003,-148.64231851421792,323.6682537657317,1.1606146231500718,1020.930905781208,-1.0914794975924509,-1.0842520248957432,-247.42257,75.19
+197,Ravenclaw,Velma,Coles,1998-10-16,Right,61099.0,-596.7967703662614,3.8589071451549217,5.967967703662612,5.475,601.8294245945518,627.5167873338708,5.064972375064622,1054.6195020715386,7.129772149091573,-0.187130321426284,-230.28325,-30.58
+198,Gryffindor,Shayne,Slayton,1999-09-23,Right,46520.0,220.8153067333725,-7.674307289259994,-2.208153067333725,2.975,-835.3002102931459,544.6111192485308,-6.036172918782129,924.1644598010923,0.2824199669950067,0.4407498928480383,-256.0132,191.7
+199,Slytherin,Lacy,Mcgowan,1998-01-15,Right,16697.0,-604.2535200802579,-3.3465421004709817,6.042535200802579,-4.936,-415.4256160551609,430.2352909227532,4.523608767613091,1047.5773296176699,11.389266285479364,0.5220276886302291,-245.75565,-2.64
+200,Ravenclaw,Janelle,Salazar,2001-09-03,Right,44757.0,568.2809648067849,7.657913855354771,-5.682809648067849,3.9989999999999997,-529.9841743868873,391.12347531272485,3.363899265929084,1045.7575185934022,3.6524416604321717,0.05305332870202915,-244.60007000000002,42.74
+201,Gryffindor,Marty,Canady,1996-11-18,Right,55048.0,,-7.744565644211409,-4.228462270050397,1.946,-594.7961222120485,578.0978120037447,-4.66563181355334,929.9584747443229,2.9722344168282477,-0.34515987885034266,-257.38018,180.57
+202,Ravenclaw,Alisha,Avila,2000-05-09,Right,14522.0,-495.65094153980203,7.044105732236433,4.95650941539802,4.199,390.22403203157006,539.9321259338851,6.2047629576490415,1060.9554778433462,8.530926301596825,,-228.75692999999998,17.42
+203,Ravenclaw,Patty,Prince,1999-06-12,Left,58984.0,-479.7182211048664,7.116839373647253,4.797182211048663,5.629,500.676850431328,595.3515164964689,5.63487840092072,1050.2716194006903,5.8138370546378635,1.0509895408601886,-229.58247999999998,-14.56
+204,Gryffindor,Angie,Ladner,2001-06-01,Right,42559.0,547.6233911005722,-5.5274318566456255,-5.476233911005721,3.9610000000000003,-833.5692481659023,587.7793489345446,-6.0267602045152175,926.7178816605893,2.5435506081277666,-0.5824170704458294,-255.75059,240.63
+205,Hufflepuff,Renato,Sneed,2000-07-10,Right,59800.0,462.4728553153282,5.803786856379642,-4.6247285531532825,4.855,-727.8216267580025,435.0270046559933,4.9604359247514775,1061.828921920107,6.907009358766303,-0.3058438462871937,-244.06226,5.59
+206,Gryffindor,Jung,Kim,1999-07-04,Left,35988.0,653.3988888493905,,-6.533988888493904,6.805,-135.79272229334848,613.9374880694534,-5.544401139724316,935.4126841054823,1.2706406544236517,-1.4676454957639429,-250.69972,218.32
+207,Hufflepuff,Marjorie,Boyer,2001-10-24,Right,30403.0,670.8950944689251,4.391258944977983,-6.708950944689251,6.746,-487.8605532930213,390.11148490490507,5.6194908438376885,1048.062675974158,5.953459632776758,0.5041670893895411,-243.58725,5.54
+208,Hufflepuff,Miles,Aguayo,1999-01-21,Left,67074.0,487.39865696891997,6.125319934063066,-4.8739865696892,4.927,-639.4080199169638,378.89263067772634,5.4441222115749905,1062.1188947882226,4.111309147973256,-0.7294435399420309,-244.82743,-37.96
+209,Ravenclaw,Jonas,Rauch,2000-05-19,Right,26268.0,-559.9266516397339,5.157632942950904,5.599266516397339,3.733,637.7749571685538,538.4505793272707,4.378175538816984,1057.2653615623883,5.93829682026373,1.1741470684391684,-230.54234,-4.47
+210,Hufflepuff,Neville,Barrow,2001-08-01,Right,53134.0,292.0726764122092,4.182950443030832,-2.9207267641220915,4.335,-612.9567857126308,441.8065266436088,5.8252416563826825,1055.9546496828025,7.67062566606673,0.3734962655592455,-243.10293,-8.52
+211,Gryffindor,Charmaine,Renfro,1999-03-10,Right,42850.0,676.6931113578221,-7.287346257330445,-6.766931113578218,2.596,-650.4851386637457,536.6330150743453,-4.656877782539639,915.0064299311674,1.6973962339890702,-1.3744511098742904,-258.97753,201.43
+212,Slytherin,Chantal,Goldman,1997-03-09,Right,5929.0,-762.844122960454,-2.2776446475152032,7.628441229604538,-2.695,-469.4330258601377,412.47623732750094,5.486221253980689,1043.1034866128819,9.93290685140921,-0.09049945020945883,-241.55524,-11.34
+213,Slytherin,Steve,Vick,1999-09-05,Right,53566.0,,-8.847165627424307,4.651956065217432,-4.5760000000000005,-398.9394310828915,403.44011797371127,6.7105153001168505,1057.463951020638,11.667526520140841,-2.059934713245452,-251.47773999999998,-126.76
+214,Ravenclaw,Wilfred,Giordano,1999-06-02,Left,30053.0,-452.8449277444371,5.825962656239157,4.5284492774443725,4.721,653.0409694591457,591.3579303110392,4.912170248431817,1066.5664211552298,8.485303622260673,0.944549578636161,-229.33392999999998,8.3
+215,Hufflepuff,Tom,Haskins,1999-12-07,Right,63924.0,254.0068131990921,6.138805340080992,,2.9930000000000003,-365.1194872360422,452.7325286791143,3.862708780665389,1032.2946784130588,3.8824965350402008,-0.22760174577467995,-243.5927,22.71
+216,Gryffindor,Lindy,Gracia,1998-01-14,Right,33563.0,747.4469702535724,-8.64865175490565,-7.474469702535724,1.444,-475.4161820714312,576.4978