# SDSS table with three types of objects: galaxies (type=0.0), quasars (type=1.0), stars (type=2.0)
ID,ra,dec,istar,gmag,rmag,imag,zmag,W1,W2,psfgmag,psfrmag,psfimag,W3,W3err,J,Jerr,H,Herr,K,Kerr,umag,zs,type
1237657070092288171,43.1294359746171,-0.614139213378592,-43.69407,21.05074,20.14303,19.82408,19.19533,15.912,15.108,21.38412,20.58234,20.32772,12.367,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,21.50352,0.3134246,1.0
1237680075540464085,15.9873911982066,27.6332255927333,-0.7691786,21.59953,20.86085,20.59578,20.35281,16.467,15.093,21.63935,20.94135,20.6464,12.455,0.321,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,21.92101,1.117146,1.0
1237678833761648974,24.5881947220092,9.66857225108012,-0.01721659,21.4588,21.20892,21.13838,20.87733,16.944,16.183,21.46304,21.23547,21.14264,12.747,0.471,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,21.3092,1.327207,1.0
1237657190907379810,4.89882921120136,-0.0653173318144382,-88.21947,18.10184,16.63583,15.27593,14.5455,12.129,11.959,18.06888,16.6247,15.26453,11.243,0.152,13.16,0.024,12.582,0.027,12.314,0.025,20.97439,-9.903731e-06,2.0
1237663277928546431,1.75176978089817,0.420818153861059,-8331.405,18.09072,17.32947,16.9228,16.66203,14.314,14.206,19.84471,19.08249,18.68226,10.748,0.103,16.133,0.122,15.575,0.143,15.179,0.15,19.43761,0.09362829,0.0
1237652942639071657,1.48702575155033,14.5179450823484,-108.137,22.08935,20.34624,19.49506,19.27127,15.636,15.554,22.99678,21.44128,20.58892,12.709,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,24.90118,0.4571416,0.0
1237679167159926922,26.6164817391578,15.1173394520156,-1.470008,18.87578,17.89468,17.54229,17.38015,15.627,15.721,18.8668,17.89591,17.53387,12.944,9999.0,16.351,0.099,15.707,0.106,15.373,0.149,20.98652,4.364785e-05,2.0
1237657191445234441,7.23487441458337,0.326637545097058,-1829.931,18.31406,17.81348,17.50173,17.51241,15.952,15.767,20.99127,20.6522,20.36631,12.553,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,20.23567,0.07201359,0.0
1237666340796760172,10.1362143644379,1.06773373337714,-33.28127,16.911,16.38549,16.20669,16.14243,14.67,14.667,16.92484,16.39159,16.18772,12.546,9999.0,15.333,0.051,14.677,0.071,14.804,0.103,18.39153,-4.80887e-05,2.0
1237678602917118341,3.00797907516659,18.7191429394351,-0.6104318,20.26781,20.01856,19.71448,19.75757,16.644,15.6,20.26707,20.03438,19.70845,12.012,0.356,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,21.71756,3.105917,1.0
1237678881570947269,30.7492484121389,-1.58110647698747,-0.09678186,21.67911,21.18085,21.26264,21.10463,17.33,15.908,21.66362,21.17475,21.24348,12.293,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,21.22933,1.212152,1.0
1237666300553068672,44.5194957155743,-0.115249739534235,-1.453183,19.44022,18.24303,17.7259,17.39713,15.477,15.436,19.43965,18.24314,17.7232,12.972,9999.0,16.081,0.088,15.388,0.119,15.414,0.164,21.94236,0.0001238398,2.0
1237679323397488862,33.3282312800727,-4.37918889911106,-1.932041,18.03333,17.73946,17.62936,17.60579,16.242,16.001,18.05034,17.74014,17.61631,12.692,9999.0,16.607,0.124,16.19,0.178,16.082,9999.0,18.91649,-0.0002014858,2.0
1237657071697723498,31.3231826442458,0.721210763439982,-23.38996,19.39086,19.22064,18.8082,18.80416,14.149,13.226,19.42667,19.29446,18.89912,10.648,0.069,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,20.2161,0.6060166,1.0
1237657190907576652,5.48166352367139,-0.0896009621616679,-0.850866,20.71751,19.30759,18.21184,17.60057,15.309,15.041,20.71799,19.30109,18.22303,12.615,9999.0,16.098,0.084,15.526,0.113,15.352,0.189,23.10147,-8.671601e-06,2.0
1237666407920042727,33.1810226150744,-0.0093873103918675,-1.788705,21.57611,21.22738,20.9355,20.62364,16.407,15.497,21.66005,21.32988,21.08902,12.918,0.505,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,22.31729,0.9871638,1.0
1237653650772721818,27.0453144583045,13.0277840809002,-164.5168,19.18863,18.52279,18.29024,18.19558,15.987,15.619,19.22404,18.56309,18.34302,12.254,9999.0,16.904,0.165,16.069,9999.0,15.88,9999.0,20.68345,-0.0003310989,2.0
1237673017839321106,8.07529353098798,-19.0559326647308,-38.96201,16.14621,15.60411,15.43343,15.36132,13.965,13.918,16.15476,15.59517,15.43199,12.221,9999.0,14.413,0.029,14.1,0.034,13.965,0.051,17.64297,-0.0002733123,2.0
1237652901301583919,38.3317148887124,-7.83468806795414,-10.41102,16.35472,16.0624,15.94474,15.90562,14.78,14.793,16.35041,16.07259,15.93545,12.806,9999.0,15.22,0.038,14.77,0.063,14.952,0.115,17.29238,-0.0004233478,2.0
1237663784740061353,13.2579635931212,0.455632670022782,-0.03602783,20.87063,19.56492,18.89524,18.50785,16.417,16.013,20.86273,19.56187,18.89801,12.262,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,23.87452,-0.0001912598,2.0
1237663784740978968,15.3660355979514,0.590269174780131,-6335.895,18.28122,17.12089,16.63112,16.30793,14.047,13.578,20.43005,19.37976,18.86277,10.961,0.12,16.462,0.133,15.456,0.126,14.754,0.122,19.97298,0.1997213,0.0
1237678889593536800,23.3251162899321,-2.34259236602953,-0.144773,21.21939,20.98579,20.7727,21.07835,17.163,15.861,21.24447,21.02723,20.78992,12.308,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,21.39307,1.477584,1.0
1237660024523456639,45.0651390311008,-1.05266117867914,-2.668772,20.62645,19.04099,17.86147,17.21527,14.842,14.656,20.60657,19.02535,17.85731,13.012,9999.0,15.855,0.092,15.422,0.131,14.968,0.139,22.89468,-0.0001143266,2.0
1237663716019142848,10.9749491555172,0.538106221872173,-436.3041,20.75599,19.19454,18.49855,18.14165,14.812,14.887,21.30268,19.81101,19.18121,12.04,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,22.42876,0.490624,0.0
1237663716018618480,9.73318198741515,0.608359960554701,-172.0248,19.58859,18.2695,17.57694,17.17996,14.519,14.294,19.57471,18.27992,17.57922,10.79,0.103,15.542,9999.0,15.058,9999.0,14.958,0.117,22.41047,1.59267e-05,2.0
1237669702661112125,15.1635680454137,7.60418671354426,-0.6020603,21.1119,20.80394,20.65049,20.17245,16.811,15.653,21.11129,20.80101,20.65206,11.724,0.256,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,22.10641,2.297229,1.0
1237680331642176602,5.32267041941259,29.3659618687701,-11.73185,22.38002,21.38425,20.28029,19.47657,16.094,16.612,24.27985,23.02486,21.93435,12.573,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,22.56065,6.420739,1.0
1237656494578663920,4.42353000705384,14.3427343801467,-124.3547,21.47513,19.68308,18.91172,18.5273,15.391,15.379,22.5886,20.82592,20.07053,12.213,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,22.8793,0.4305117,0.0
1237678881567539719,23.0063988402276,-1.6282127122481,-0.46974,22.14199,22.09084,22.24815,21.31685,17.449,16.079,22.14388,22.05508,22.26083,12.382,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,22.2997,1.410635,1.0
1237663783124926699,2.85940202203094,-0.795681462437521,-65.07291,22.3726,20.51097,19.67977,19.10218,15.719,15.418,22.94996,21.28748,20.45806,12.425,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,25.18115,0.4635029,0.0
1237676672323224200,43.9272513946002,-2.5470092026021,-0.8228916,22.79871,21.43674,20.32285,19.53174,17.689,17.072,22.80943,21.51509,20.37619,13.146,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,25.83118,-0.0002885712,2.0
1237659931069055500,5.02522511771207,35.2746696192249,-1513.43,19.82023,18.23418,17.64135,17.21507,14.473,14.214,20.93995,19.41885,18.85715,12.707,0.404,16.518,0.144,15.865,0.187,15.147,0.127,21.90928,0.2777224,0.0
1237663204918231248,9.3092057418595,0.721322423367306,-0.0395299,20.78283,19.3143,17.97579,17.21949,14.892,14.825,20.79138,19.34503,17.97996,11.937,9999.0,15.879,0.08,15.279,0.107,14.971,0.131,24.03322,5.851138e-05,2.0
1237669517978894527,0.345232023194114,7.49843887806445,-1014.637,20.34186,18.78208,18.21954,17.74975,14.999,14.62,21.81219,20.24557,19.69262,12.333,0.379,17.076,9999.0,16.263,0.256,15.348,0.15,21.44812,0.3176588,0.0
1237657190906855505,3.73352106819436,-0.0801022736775081,-1513.083,19.3572,18.69399,18.27071,18.14543,15.484,15.213,20.51999,20.05616,19.67401,11.028,0.147,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,20.17279,0.2111777,0.0
1237663784204501447,16.1771225342925,0.0009120394156633,-450.142,21.03627,19.26773,18.601,18.10315,15.201,14.795,22.27838,20.63176,19.97159,12.07,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,25.79091,0.3710442,0.0
1237669518517141751,3.60679650731339,8.03093443196847,-2.650309,20.43237,20.02755,19.82347,19.56412,16.838,15.605,20.44993,20.04297,19.84437,11.373,0.191,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,21.44732,2.420798,1.0
1237680246280224829,6.48676896870063,19.9682656469314,-1.411791,19.88508,19.62971,19.48612,19.54866,16.093,14.94,19.89116,19.63443,19.50084,11.62,0.208,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,20.04316,1.471101,1.0
1237663543697211877,2.77686944644773,0.27348905203678,-352.43,20.83221,19.09298,18.41803,17.91283,14.964,14.833,22.29894,20.57478,19.82359,12.186,0.362,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,21.68258,0.4205493,0.0
1237657191446413771,9.86835180484826,0.226032196923437,-1.247116,21.09671,19.7078,18.92527,18.55958,16.655,16.491,21.07962,19.7202,18.91965,11.945,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,23.64748,3.608114e-05,2.0
1237657071157313816,23.3437672371545,0.244133803305059,-0.7288807,21.33763,21.08716,20.94969,20.45502,16.641,15.588,21.48425,21.28214,21.09574,12.76,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,21.12597,1.468926,1.0
1237657190908231743,6.95839905464794,-0.17320014000532,-8.232755,18.23825,17.92523,17.07487,16.46128,14.124,13.994,18.26119,17.94882,17.09749,12.268,9999.0,15.006,0.05,14.65,0.058,14.291,0.079,18.40842,3.421537e-05,2.0
1237649962458021991,56.628261255824,-6.30942556830416,-12.28216,17.97444,17.49147,17.30644,17.22173,16.019,16.069,17.98189,17.48422,17.28156,12.183,9999.0,16.255,0.076,15.776,0.125,15.172,9999.0,19.10653,-0.0001824217,2.0
1237663783663567018,7.00469988991718,-0.408360561795731,-6.25785,19.22188,17.8766,17.28418,16.92481,14.983,15.009,19.22031,17.88967,17.28799,12.405,9999.0,15.714,0.07,15.087,0.085,15.163,0.167,21.90425,-8.232523e-05,2.0
1237678890128638093,19.1623672590699,-1.91576169073889,-0.009000519,20.2533,20.06828,19.98476,20.02971,16.54,15.385,20.24779,20.06909,19.98421,12.355,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,20.29032,1.317035,1.0
1237663783129645164,13.6377159180215,-0.733031981860747,-18.10303,19.38314,17.94965,16.78583,16.12772,13.815,13.79,19.36467,17.94308,16.77014,11.869,9999.0,14.776,0.029,14.128,0.039,13.988,0.05,22.16573,5.229502e-05,2.0
1237653651309265070,26.3781639443593,13.5268797559672,-0.144471,19.92846,19.07389,18.78559,18.60391,16.835,16.614,19.92211,19.05816,18.77648,12.485,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,21.85142,-0.0001699046,2.0
1237663307455660528,1.16764498282612,27.6393704993244,-582.4259,20.43215,18.80013,18.1503,17.67662,14.882,14.395,21.39826,19.87064,19.29031,12.568,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,21.43416,0.279293,0.0
1237663543697146987,2.656231643382,0.38025722708254,-0.09935411,23.21067,23.03758,21.85861,21.64326,16.857,16.369,23.3737,23.35535,22.07422,12.359,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,24.64337,0.7975102,0.0
1237670955715395679,26.5556535950981,-9.91323434266038,-1.148476,17.74054,17.15853,16.96072,16.86501,15.281,15.11,17.7492,17.14849,16.9656,12.895,9999.0,16.001,0.098,15.584,0.138,14.787,9999.0,19.32021,-1.613348e-05,2.0
1237663306381262935,359.751005253774,28.8487396199856,-2.14959,17.10596,16.70411,16.54105,16.46089,15.234,15.179,17.12097,16.7123,16.54241,12.46,9999.0,15.719,0.073,15.23,0.102,15.185,0.163,18.20283,-7.141894e-05,2.0
1237656495116452510,6.6426722390226,14.6603105830025,-170.0152,21.41491,20.14035,19.29557,18.88162,15.307,15.574,22.57662,21.40748,20.55008,10.746,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,22.21363,0.5314428,0.0
1237659935899911119,3.41577778049145,33.4619040116617,-202.2856,21.61495,19.64933,18.97045,18.64227,15.351,15.146,22.32442,20.4987,19.81882,12.835,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,25.57321,0.3965845,0.0
1237663784745369763,25.4010032094783,0.419039407688743,-0.4432838,19.95732,19.96474,19.73959,19.61077,16.005,14.965,19.97291,19.97975,19.75404,11.66,0.211,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,20.34827,0.4923746,1.0
1237669767621312637,9.52888502053247,7.97406766966186,-2.414216,18.66974,18.23785,18.08393,17.98889,16.792,15.522,18.68027,18.25112,18.09625,11.236,0.492,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,19.56824,-0.0006080905,2.0
1237678619565424774,0.247292864015208,2.95031463799309,-0.03035461,20.24726,20.40558,20.04273,20.05898,16.785,15.456,20.25249,20.4126,20.04571,11.963,0.301,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,20.29246,1.912516,1.0
1237652944250143234,2.53294172704284,15.7773397308426,-119.6974,21.36952,19.47721,18.86689,18.49362,15.283,15.313,22.43004,20.50051,19.84377,12.548,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,25.77035,0.3594774,0.0
1237678434864857397,6.27604545991851,1.14099944696309,-2.668866,21.02197,20.62583,20.52693,19.90601,15.772,14.824,21.07785,20.70264,20.63519,12.407,0.418,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,21.50773,0.9541028,1.0
1237649920578617529,20.4489087406109,14.9182992020056,-3.748877,18.60425,17.60737,17.28224,17.11806,15.4,15.285,18.60924,17.61712,17.28763,12.678,9999.0,15.997,0.083,15.534,0.109,15.19,9999.0,20.90283,-0.0001496166,2.0
1237679502172946745,3.678162640707,18.8741333787789,-187.8436,20.67353,18.933,18.3126,17.9967,15.201,14.976,21.55535,19.93614,19.18434,12.066,0.377,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,25.75933,0.3159262,0.0
1237663543696556273,1.22431562753206,0.262782663274942,-1.532087,21.18813,20.74259,20.32943,20.46408,15.566,14.905,21.2148,20.76228,20.335,12.509,0.484,9999.0,9999.0,9999.0,9999.0,9999.0,9999.0,23.55884,2.862319,1.0
1237649920040042587,16.3118348188672,14.802317831386,-3815.869,18.68508,17.60122,17.1291,16.7507,14.445,14.174,19.89748,18.88088,18.51635,12.899,9999.0,16.213,0.113,15.678,0.133,14.832,0.157,20.44377,0.1353722,0.0
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