       Name        RA_deg        DEC_deg  Redshift         Method     EBV  Explosion      Peak  Quality  Survey 
      1991D  205.30666700  -14.646667000   0.04179  Host_spectrum  0.0527   48262.38  48279.61   Silver   Other 
     1999as  139.12858000  +13.650610000     0.127  Host_spectrum  0.0268   51205.86  51239.89   Silver   Other 
     1999bz  210.44479000  +68.879580000    0.0846  Host_spectrum  0.0172   51176.32  51306.18   Bronze   Other 
     2002gh  46.372750000  -5.3658300000    0.3653       Mg_Lines  0.0593    52472.9  52562.41   Silver   Other 
     2005ap  195.31183000  +27.725390000    0.2832     Host_lines  0.0072   53423.09   53441.3     Gold   Other 
     2006oz  332.22317000  +0.8973300000     0.376    SN_features  0.0403   54028.39  54085.29   Silver    SDSS 
     2007bi  199.83413000  +8.9289700000    0.1279     Host_lines  0.0232   54093.93  54154.33     Gold   Other 
     2009cb  194.81604000  +27.278140000    0.1867  Host_spectrum   0.008   54881.51  54902.42   Silver     PTF 
     2009jh  222.29204000  +29.419560000    0.3499  Host_spectrum  0.0141   55001.55  55079.38     Gold     PTF 
     2010gx  171.44463000  -8.8281700000    0.2297  Host_spectrum  0.0333   55253.23  55282.02     Gold     PS1 
     2010hy  284.88704000  +19.407190000    0.1901  Host_spectrum  0.4563   55388.53  55435.25     Gold     PTF 
     2010kd  182.00462500  +49.225306000     0.101     Host_lines  0.0197   55497.78   55554.9     Gold   Other 
     2010md  249.44600000  +6.2089700000    0.0987  Host_spectrum  0.0728   55317.38  55362.01     Gold     PTF 
     2011ep  255.92408000  +32.764610000      0.28     Host_lines  0.0194   55628.09  55670.21   Bronze     CSS 
     2011ke  207.74079000  +26.278390000    0.1428  Host_spectrum  0.0102   55649.85  55679.47     Gold     PS1 
     2011kf  219.23971000  +16.515720000     0.245     Host_lines   0.019   55903.16  55934.43   Silver     CSS 
     2011kg  24.939620000  +29.924170000    0.1924  Host_spectrum  0.0371   55899.98  55935.73     Gold     PTF 
     2011kl  14.344330000  -46.801000000     0.677    SN_features  0.0145   55903.78  55930.66   Silver     CSS 
     2012aa  223.13950000  -3.5316700000     0.083  Host_spectrum   0.088    55921.5  55962.05   Silver     CSS 
     2012il  146.55354000  +19.841170000     0.175     Host_lines  0.0195   55917.48  55941.43     Gold     PS1 
     2013dg  199.67229000  -7.0786100000     0.265    SN_features  0.0406   56413.59  56447.62     Gold     CSS 
     2013hy  40.636750000  -1.3583600000     0.663     Host_lines  0.0284   56515.92  56560.39   Silver     DES 
     2014bl  201.41171000  +25.959420000    0.0377     Host_lines  0.0127   56797.26  56814.52   Bronze     CSS 
     2015bn  173.42312500  +0.7259720000    0.1136     Host_lines  0.0221   57002.43  57098.99     Gold    PSST 
     2016aj  194.75349861  -26.127933410     0.485    SN_features  0.0662   57361.52  57407.12   Silver    PSST 
    2016ard  212.68565970  -10.159837820    0.2025     Host_lines  0.0433   57417.17  57453.85     Gold    PSST 
    2016eay  180.71541700  +44.257611000    0.1013     Host_lines  0.0132   57508.09   57550.6     Gold    Gaia 
    2016els  307.55801990  -10.950502130     0.217     Host_lines  0.0467   57573.74  57607.16   Silver    PSST 
    2016inl  41.107619420  +19.178525170    0.3057     Host_lines  0.0658    57631.2  57708.72     Gold    PSST 
     2016wi  119.71110736  +66.127551120     0.224     Host_lines  0.0414    57332.9  57384.66   Silver    iPTF 
    2017beq  161.92461900  +26.835057000      0.31    SN_features  0.0273   57692.36  57840.16   Bronze     PS1 
    2017dwh  218.67886493  +31.487981530      0.13    SN_features  0.0123   57859.91  57885.61     Gold   ATLAS 
    2017egm  154.77341700  +46.453911000   0.03072     Host_lines  0.0097   57902.83  57962.57     Gold    iPTF 
    2017ens  181.03903000  -1.9311800000    0.1086     Host_lines  0.0181   57905.58   57927.3     Gold   ATLAS 
    2017gci  101.68762500  -27.248850000     0.087     Host_lines  0.1105   57960.42  57990.02     Gold    Gaia 
    2017hbx  267.30266700  +25.372481000    0.1652    SN_features  0.0696   57996.82  58023.18   Silver    Gaia 
    2017jan  46.844042000  -64.383611000     0.396    SN_features  0.0324   57993.95   58074.6   Silver    OGLE 
    2018avk  197.86562500  +65.638100000     0.132     Host_lines   0.011   58192.27  58266.38     Gold     ZTF 
    2018beh  142.84594257  +17.807786210      0.06    SN_features  0.0319   58212.92  58253.04   Silver     ZTF 
    2018bgv  165.62620800  +55.598831000    0.0795     Host_lines  0.0074   58241.08  58257.92     Gold     ZTF 
    2018bsz  242.41296554  -32.062676350    0.0267     Host_lines  0.2071   58247.84   58272.3     Gold   ATLAS 
    2018bym  280.80595247  +45.207836760     0.274     Host_lines  0.0517   58222.72  58276.33     Gold     ZTF 
    2018cxa  337.14413091  +11.618230910      0.19    SN_features  0.0821   58257.52   58285.4     Gold     ZTF 
    2018don  208.78600701  +58.494994960    0.0734     Host_lines  0.0089   58199.01  58277.33   Silver     ZTF 
    2018fcg  317.40325000  +33.483200000    0.1011     Host_lines  0.1435   58334.63  58358.07   Bronze     ZTF 
     2018fd  137.65148436  +35.721768270     0.263     Host_lines  0.0167    57934.0   58073.6   Silver     ZTF 
    2018ffj  37.749195360  -17.340881790     0.234     Host_lines  0.0181   58307.49   58333.5     Gold     ZTF 
    2018ffs  313.65477820  +22.081058200     0.141     Host_lines  0.0967   58326.07  58373.41     Gold     ZTF 
    2018gbw  238.90841111  +28.360555572    0.3454     Host_lines  0.0386   58303.41  58346.69     Gold     ZTF 
    2018gft  359.32475370  -15.631477300     0.232     Host_lines  0.0256   58334.49  58428.39     Gold     ZTF 
    2018gkz  119.54811790  +19.518874200    0.2405    SN_features   0.036   58279.35   58364.5   Silver     ZTF 
    2018hpq  277.17191700  +75.813169000     0.124        Unknown  0.0868   58382.41  58439.16     Gold     ZTF 
    2018hsf  40.053216400  -19.979149600     0.119        Unknown  0.0273   58404.88  58433.07   Bronze     ZTF 
    2018hti  55.224000000  +11.777050000    0.0612     Host_lines  0.3983    58411.1  58469.64     Gold   ATLAS 
    2018ibb  69.737292000  -20.662250000     0.166     Host_lines  0.0275   58327.36  58459.42     Gold     ZTF 
    2018jfo  170.91091010  +25.997763300     0.163        Unknown   0.015   58426.88  58437.51   Bronze     ZTF 
    2018kyt  186.98433300  +56.393219000     0.108    SN_features  0.0091   58460.76  58502.27     Gold     ZTF 
    2018lfd  348.74716700  +48.757719000    0.2686     Host_lines  0.1506   58440.63  58492.49     Gold     ZTF 
    2018lfe  143.37314815  +0.0523300800      0.35     Host_lines  0.0286   58429.05  58468.55     Gold     ZTF 
    2018lzv  191.00966700  +56.029028000     0.434     Host_lines  0.0081   58268.24   58341.3     Gold     ZTF 
    2018lzw  114.88650000  +27.734083330    0.3198     Host_lines  0.0373   58291.57  58355.61   Silver     ZTF 
    2018lzx  337.36350000  +13.177722220    0.4373     Host_lines  0.0529   58308.98  58436.12     Gold     ZTF 
   2019aamp  219.45529167  +20.304611110     0.404     Host_lines  0.0237   58544.36  58585.05     Gold     ZTF 
   2019aamq  313.90058333  -8.6753888900     0.386     Host_lines  0.0636   58591.78  58692.47     Gold     ZTF 
   2019aamr  232.34812500  +38.103500000      0.42    SN_features  0.0118   58653.86  58688.44     Gold     ZTF 
   2019aams  355.90066667  +12.483611110     0.636     Host_lines  0.0448   58680.37  58724.42     Gold     ZTF 
   2019aamt  318.78333333  +32.717027780    0.2138     Host_lines   0.126   58729.86   58772.2     Gold     ZTF 
   2019aamu  43.787041670  +11.456222220     0.259     Host_lines  0.1925   58768.15  58851.77     Gold     ZTF 
   2019aamv  191.25687500  +33.553916670    0.3996     Host_lines  0.0127   58816.74  58913.31     Gold     ZTF 
   2019aamw  357.22725000  +24.999944440      0.22    SN_features  0.0526   58779.86  58850.16   Silver     ZTF 
   2019aamx  239.45112500  +27.467638890      0.41     Host_lines  0.0362    58632.2  58696.34     Gold     ZTF 
    2019bgu  149.31393065  +32.001561170     0.148        Unknown  0.0123   58528.74  58557.39     Gold     ZTF 
    2019cca  180.71416700  -16.663239000    0.4103    SN_features  0.0462   58506.22  58555.75     Gold     ZTF 
    2019cdt  124.47470800  +65.479589000     0.153    SN_features  0.0441   58553.32  58582.35     Gold     ZTF 
    2019cwu  222.90539600  +48.987147000      0.32    SN_features  0.0186   58543.81   58604.5     Gold     ZTF 
    2019dgr  146.38616667  +4.9339444400    0.3815     Host_lines  0.0348   58535.97  58576.39     Gold     ZTF 
    2019dlr  169.39241720  +0.5007742000      0.26    SN_features  0.0309   58537.85  58589.51     Gold     ZTF 
    2019dwa  234.73950000  +56.605050000     0.082    SN_features    0.01   58576.27   58613.4   Silver     ZTF 
    2019enz  209.27533561  +27.993909380     0.255    SN_features  0.0121    58595.5   58628.7     Gold   ATLAS 
    2019eot  270.12475290  +50.295360200    0.3057    SN_features  0.0366   58574.98  58642.46     Gold     ZTF 
    2019gam  154.82639333  +17.212054444    0.1235     Host_lines  0.0272   58598.37  58676.61   Silver     ZTF 
    2019gfm  233.94413927  +24.062479880   0.18167  Host_spectrum  0.0465   58624.68  58649.33     Gold     ZTF 
    2019gqi  215.30006000  +28.901634290    0.3642     Host_lines  0.0129   58589.59  58630.64     Gold     ZTF 
    2019hge  336.08837500  +24.788089000    0.0866     Host_lines   0.058   58623.37  58686.46   Silver     ZTF 
    2019hno  294.80401230  +62.728020000      0.26    SN_features  0.0583   58624.85  58662.03     Gold     ZTF 
    2019ieh  250.54516700  +6.9840190000     0.032     Host_lines  0.0862   58657.09  58670.38   Silver     ZTF 
    2019itq  328.61983246  -8.3472720700     0.481     Host_lines  0.0386    58631.3  58678.46     Gold     ZTF 
      2019J  150.94487805  +6.7734568000    0.1346     Host_lines  0.0229   58481.56  58536.43   Silver     ZTF 
    2019kcy  212.08242288  +8.9669485000     0.399     Host_lines  0.0227   58628.13  58693.28     Gold     ZTF 
    2019kwq  256.99516700  +58.701083000      0.49     Host_lines  0.0257   58499.83  58555.37     Gold     ZTF 
    2019kws  213.76858300  +50.651889000    0.1977     Host_lines  0.0142   58532.07   58575.4     Gold     ZTF 
    2019kwt  294.84412500  +78.762111000    0.3562     Host_lines  0.0775   58548.46  58634.96     Gold     ZTF 
    2019kwu  209.41570800  +64.355167000       0.6    SN_features  0.0138   58582.38  58622.37     Gold     ZTF 
    2019lsq  1.1691670000  +42.869819000    0.1295     Host_lines  0.0829   58666.97  58709.04     Gold     ZTF 
    2019neq  268.61140159  +47.261284420    0.1059     Host_lines  0.0334   58701.21  58734.37     Gold     ZTF 
    2019nhs  13.006054690  +7.6166124800     0.189     Host_lines  0.0514   58692.53  58732.37     Gold     ZTF 
    2019obk  338.47535938  -2.1617370540    0.1656     Host_lines   0.048   58687.04  58733.32   Silver     ZTF 
    2019otl  43.090120250  -17.803473440     0.514    SN_features  0.0241    58629.7  58715.54     Gold     ZTF 
    2019pud  318.22920800  -16.635300000    0.1136     Host_lines  0.0619   58725.26  58752.88     Gold     ZTF 
    2019pvs  319.61161575  -20.733380050     0.167     Host_lines  0.0392   58679.89  58743.25   Silver     ZTF 
    2019qgk  337.48979167  -4.1006111100    0.3468     Host_lines   0.054   58708.44  58751.68     Gold     ZTF 
    2019sgg  15.299042000  +14.026500000    0.5726        Unknown  0.0373   58702.86  58775.25     Gold     ZTF 
    2019sgh  18.164250000  +36.473556000     0.344     Host_lines  0.0599    58734.4  58762.29     Gold     ZTF 
    2019szu  2.5547500000  -19.692350000     0.212     Host_lines   0.018   58721.75  58865.11     Gold     ZTF 
    2019ujb  135.81320800  +40.242361000    0.2008     Host_lines  0.0165   58770.98  58816.59     Gold     ZTF 
    2019unb  146.98754200  +0.8266500000    0.0635     Host_lines  0.1045    58764.5  58826.57   Silver     ZTF 
    2019une  154.29519727  +41.600652400    0.1666  Host_spectrum  0.0148   58765.99  58814.25   Bronze     ZTF 
    2019vvc  138.37554167  +44.773944440    0.3314     Host_lines  0.0115   58790.93  58846.52     Gold     ZTF 
    2019xaq  208.69508300  +84.067100000       0.2     Host_lines  0.1004   58812.83  58840.48     Gold     ZTF 
    2019xdy  126.21387500  +22.179444440    0.2206     Host_lines  0.0425   58776.41  58834.42     Gold     ZTF 
    2019zbv  153.75468334  +43.414909780    0.3785     Host_lines  0.0119   58813.72  58872.48     Gold     ZTF 
    2019zeu  153.48929110  +8.2801731600      0.39    SN_features  0.0304    58816.9  58854.43     Gold     ZTF 
   2020abjc  142.00113980  +14.121283962     0.219     Host_lines  0.0275   59112.71  59243.31     Gold     ZTF 
   2020abjx  33.759583000  -8.6288060000      0.39        Unknown  0.0215   59080.75  59213.12   Silver     ZTF 
   2020adkm  51.253352392  +11.939503225     0.226     Host_lines  0.4731   59154.83  59245.28     Gold     ZTF 
   2020aewh  111.61737500  +12.451444000     0.345        Unknown  0.0588   59167.64  59250.33   Bronze     ZTF 
   2020afag  3.9427083300  +47.002361110    0.3815     Host_lines  0.0898   58999.05  59055.44     Gold     ZTF 
   2020afah  155.07633333  +53.322611110    0.3754     Host_lines  0.0086   58947.57  59030.74     Gold     ZTF 
    2020ank  124.06104305  +4.3241365800    0.2485     Host_lines  0.0193   58862.25  58896.25     Gold     ZTF 
    2020aup  197.43516667  +12.487055560      0.31    SN_features  0.0208   58857.36   58884.5     Gold     ZTF 
    2020auv  248.55221730  +37.097716475      0.28     Host_lines   0.011   58846.98  58876.53     Gold     ZTF 
    2020dlb  122.14225000  +34.736916670     0.398     Host_lines  0.0327    58884.0  58948.07     Gold     ZTF 
    2020exj  220.66671863  +30.244220859    0.1216     Host_lines  0.0096   58925.03  58948.46     Gold     ZTF 
    2020fvm  213.19137500  +34.737833330    0.2428     Host_lines  0.0129   58839.16  58968.37     Gold     ZTF 
    2020fyq  221.54350000  +23.800555560    0.1765     Host_lines  0.0325   58860.85  58943.47   Silver     ZTF 
    2020htd  266.07200000  +38.925111110    0.3515     Host_lines   0.026   58892.47  58983.36     Gold     ZTF 
    2020iyj  138.90266667  +53.458888890     0.369     Host_lines  0.0155   58933.55  58994.24     Gold     ZTF 
    2020jii  233.73037747  +2.8532401690     0.396    SN_features  0.0427   58944.55  58994.44     Gold     ZTF 
    2020kox  166.52070833  +26.291305560     0.456     Host_lines  0.0166   58938.07  59007.27     Gold     ZTF 
    2020myh  354.37728605  +21.711892700     0.283     Host_lines  0.0335   58976.53  59012.56   Silver     ZTF 
    2020onb  215.75250000  +49.177969000     0.153    SN_features  0.0208   59025.39  59079.18   Silver     ZTF 
    2020qef  344.04387480  +28.764786051    0.1831     Host_lines  0.0459   59017.86  59076.36     Gold     ZTF 
    2020qlb  286.95656700  +62.963764000    0.1585     Host_lines  0.0507   59050.83   59137.2     Gold     ZTF 
    2020rmv  10.000779248  -14.590316187    0.2621     Host_lines  0.0185   59045.02  59118.32     Gold     ZTF 
    2020tcw  232.07116700  +39.947369000     0.064     Host_lines  0.0192    59093.5  59132.99     Gold     ZTF 
    2020uew  49.849458000  -29.984911000   0.22367     Host_lines  0.0121   59107.81  59139.47     Gold   ATLAS 
    2020vpg  24.517471092  +34.724418986     0.257     Host_lines  0.0339   59101.31  59157.24     Gold     ZTF 
    2020wfh  104.01892946  +36.423814004      0.33        Unknown  0.0776   59118.23  59143.46   Bronze     ZTF 
    2020wnt  56.658113400  +43.229237250     0.032     Host_lines  0.4082   59133.42   59207.3     Gold     ZTF 
    2020xga  56.664022648  -11.242749707      0.44    SN_features  0.0481   59111.82  59165.31     Gold     ZTF 
    2020xgd  4.9409581010  +5.1385005290     0.454       Mg_Lines  0.0145   59100.92  59145.14     Gold     ZTF 
    2020xkv  339.44166667  +23.527055560     0.241     Host_lines  0.0303   59054.07  59150.78     Gold     ZTF 
    2020zbf  29.506964000  -41.347732000      0.35    SN_features  0.0148   59131.94  59166.78     Gold   ATLAS 
    2020znr  109.77675000  +23.885381000       0.1    SN_features  0.0516   59154.48  59235.43     Gold     ZTF 
    2020zzb  2.5377100000  +9.4932340000    0.1659     Host_lines  0.1157   59097.59  59182.32     Gold     ZTF 
    2021bnw  163.46737500  +12.558050000     0.098    SN_features  0.0171   59224.42  59270.38     Gold     ZTF 
    2021een  306.68508300  +16.551711000      0.16    SN_features  0.1077   59249.05  59282.53     Gold     ZTF 
    2021ejo  157.91245800  +31.001250000      0.44    SN_features  0.0154   59217.72  59293.71     Gold     ZTF 
     2021ek  50.957973873  -10.044773188     0.193     Host_lines  0.0531   59206.24  59234.63     Gold     ZTF 
    2021fpl  303.57758300  -18.182381000     0.121    SN_features  0.0812   59264.69   59336.1     Gold     ZTF 
    2021gtr  264.61677333  +48.496553333     0.303     Host_lines  0.0193    59112.2  59242.82     Gold     ZTF 
    2021hpc  203.25443766  +43.176086746      0.24    SN_features  0.0078   59274.87  59325.28     Gold     ZTF 
    2021hpx  142.77608300  -19.517989000     0.213     Host_lines   0.046   59273.93  59331.35     Gold     ZTF 
    2021kty  214.70319028  +15.014119657     0.159     Host_lines  0.0195    59303.3  59347.48     Gold     ZTF 
    2021lwz  146.19744933  +34.712286171     0.065     Host_lines  0.0108   59341.68  59352.26   Silver     ZTF 
    2021mkr  224.21904200  +60.834750000      0.28     Host_lines  0.0084   59332.11  59402.24     Gold     ZTF 
    2021nxq  216.33616151  +37.762417200      0.15    SN_features  0.0122   59337.76  59424.26     Gold     ZTF 
    2021rwz  347.45898658  +10.028441473      0.19    SN_features  0.0402   59360.12  59400.54   Silver     ZTF 
    2021txk  321.95528680  -8.0828631000      0.46    SN_features  0.0468   59371.75  59416.12     Gold     ZTF 
    2021uvy  7.3786418770  +12.105848877     0.095    SN_features  0.0575   59392.44  59452.78   Bronze     ZTF 
    2021vuw  100.19775000  +27.783839000       0.2    SN_features  0.1058   59416.16  59471.47     Gold     ZTF 
    2021xfu  265.67168487  +52.186250143      0.32    SN_features  0.0314   59411.94  59493.95     Gold     ZTF 
    2021ybf  20.306628800  +28.263905700      0.13    SN_features  0.0627   59420.82  59477.28   Bronze     ZTF 
    2021ynn  42.647656959  -19.863115218      0.22    SN_features  0.0286   59455.72  59487.43     Gold     ZTF 
    2021yrp  5.8232000000  +50.145408900       0.3    SN_features  0.1164   59444.12  59489.66     Gold     ZTF 
    2021zcl  77.310217639  -6.0538496280     0.117     Host_lines  0.0899   59459.64  59513.48     Gold     ZTF 
   2022aawb  26.218250000  +23.012181000      0.13        Unknown  0.1091   59889.85  59942.21   Silver     ZTF 
   2022abdu  46.520439091  -46.721389090      0.13        Unknown  0.0119   59893.54  59913.89     Gold   ATLAS 
    2022ful  290.04445800  +50.395100000      0.15    SN_features  0.0682    59653.5  59699.58     Gold     ZTF 
    2022gyv  194.49837769  +41.078350855      0.39    SN_features  0.0129   59607.25  59689.44   Silver     ZTF 
     2022le  162.61609955  -6.2967080070    0.2491     Host_lines  0.0211   59443.54   59722.2     Gold     ZTF 
    2022ljr  235.75866687  +18.076662064       0.2    SN_features  0.0313   59719.77  59747.31     Gold     ZTF 
    2022lxd  264.16117930  +61.555183699      0.54    SN_features  0.0321   59706.25  59765.41     Gold     ZTF 
    2022npq  245.26555060  +14.848540869      0.26        Unknown   0.039   59738.02  59816.19     Gold     ZTF 
    2022ojm  354.44179517  +40.085553777      0.47    SN_features   0.092   59732.95   59801.5   Bronze     ZTF 
    2022pjq  327.24233456  -26.376892783      0.17    SN_features  0.0344   59764.85  59787.58     Gold     ZTF 
    2022ued  133.69160866  +78.830157708    0.1087     Host_lines  0.0189   59821.81  59869.48     Gold     ZTF 
 ASASSN15no  234.60599000  +46.901710000   0.03638  Host_spectrum   0.014   57178.35  57245.53   Bronze   Other 
  CSS140925  14.725458300  +18.222833300      0.46        Unknown  0.0568   56883.26  56918.66   Bronze     CSS 
  CSS160710  241.08143750  +39.470180560      0.18    SN_features  0.0096   57530.76  57582.37   Silver     CSS 
  DES14C1fi  53.457500000  -27.058777780     1.302     Host_lines  0.0091   56853.85  56930.93   Silver     DES 
 DES14C1rhg  54.530291670  -27.712694440     0.481    SN_features  0.0096    56983.8  57013.27   Silver     DES 
 DES14E2slp  8.2670000000  -44.195222200      0.57    SN_features   0.006   57000.72  57044.36   Silver     DES 
 DES14S2qri  40.883916670  -1.1261666700       1.5    SN_features  0.0276   56973.84  57018.05     Gold     DES 
 DES14X2byo  35.945541670  -6.1367500000     0.868  Host_spectrum  0.0257   56918.34  56957.97     Gold     DES 
 DES14X3taz  37.018583330  -4.0868611100     0.608  Host_spectrum   0.022   57031.63  57083.74     Gold     DES 
 DES15C3hav  52.967375000  -28.252638890     0.392  Host_spectrum  0.0077   57299.94  57336.53   Silver     DES 
 DES15E2mlf  10.389166700  -43.454777800     1.861  Host_spectrum  0.0086   57325.19  57370.08     Gold     DES 
 DES15S1nog  43.062416670  -0.7434166700     0.565     Host_lines  0.0541   57342.91  57377.68   Silver     DES 
 DES15X1noe  33.674708330  -4.8818055600     1.188  Host_spectrum  0.0177   57336.15  57436.48     Gold     DES 
  DES15X3hm  36.729000000  -5.0605555600      0.86  Host_spectrum  0.0237   57187.31  57235.88     Gold     DES 
 DES16C2aix  55.171541670  -29.380111110     1.068  Host_spectrum  0.0114   57592.18  57691.71     Gold     DES 
  DES16C2nm  55.061791670  -29.098194440     1.998  Host_spectrum  0.0123    57545.1  57622.12   Silver     DES 
  DES16C3cv  51.819625000  -28.712750000     0.727     Host_lines  0.0103    57578.1  57676.92   Bronze     DES 
 DES16C3dmp  52.868125000  -28.541194440     0.562  Host_spectrum  0.0068   57699.74  57735.03     Gold     DES 
 DES16C3ggu  52.800000000  -28.577416670     0.949  Host_spectrum  0.0074   57748.16  57857.36   Silver     DES 
 DES17C3gyp  51.966125000  -28.395638890      0.47    SN_features  0.0073    58105.7  58153.08   Silver     DES 
 DES17X1amf  34.444583330  -5.6002777800      0.92    SN_features  0.0207   58011.88  58067.81     Gold     DES 
 DES17X1blv  35.248500000  -4.4835555600      0.69    SN_features  0.0213   58020.29  58064.06     Gold     DES 
  iPTF13ajg  249.76645833  +37.027333330    0.7403  Host_spectrum  0.0121   56350.11  56399.89     Gold    iPTF 
  iPTF13bdl  189.23391700  +13.129306000     0.403    SN_features  0.0405   56288.54  56492.65   Silver    iPTF 
  iPTF13bjz  159.58262500  +24.414250000    0.2712     Host_lines  0.0198   56411.04  56446.24   Silver    iPTF 
  iPTF13cjq  3.6132500000  +24.285778000    0.3962        Unknown  0.0423   56488.25  56511.37   Silver    iPTF 
  iPTF13dcc  44.260375000  -0.3122500000    0.4305    SN_features  0.0578   56491.82  56576.53   Silver    iPTF 
  iPTF13ehe  103.33958333  +67.132222220    0.3434     Host_lines  0.0434   56565.85   56671.2     Gold    iPTF 
  iPTF15eov  61.423200000  +28.944631000    0.0535        Unknown  0.5347   57356.61  57379.89     Gold    iPTF 
  iPTF16asu  194.78900000  +13.803000000     0.187     Host_lines  0.0275   57512.24  57523.64   Silver    iPTF 
  iPTF16bad  259.16554167  +28.370166670    0.2467     Host_lines  0.0426   57515.69  57542.92   Silver    iPTF 
   iPTF16eh  190.27589170  +32.808572200     0.427     Host_lines  0.0146   57369.39   57435.3     Gold    iPTF 
   LSQ12dlf  27.624166670  -21.812611110     0.255    SN_features   0.011   56098.62  56138.25     Gold     LSQ 
    LSQ14an  193.44929167  -29.524222220    0.1637     Host_lines  0.0711   56505.57  56603.38   Silver     LSQ 
   LSQ14bdq  150.42333333  -12.370388890     0.345     Host_lines  0.0559   56732.74  56837.34     Gold     LSQ 
   LSQ14fxj  39.802541670  +3.3248888900      0.36       Mg_Lines   0.031   56906.11  56965.31   Bronze     LSQ 
    LSQ14mo  155.67304167  -16.920666670     0.256     Host_lines  0.0646   56663.61  56694.91     Gold     LSQ 
  MLS121104  34.179167000  +20.669167000     0.303     Host_lines  0.1501   56126.14  56224.22   Bronze     CSS 
   OGLE15qz  47.149500000  -70.511555600      0.68    SN_features  0.0274    57242.1   57346.2     Gold    OGLE 
   OGLE15sd  25.589416700  -71.787666700     0.565    SN_features  0.0372   57290.95  57341.42   Silver    OGLE 
   OGLE15xl  65.222708000  -73.605611000     0.198     Host_lines  0.0789   57320.54  57364.98   Silver    OGLE 
   OGLE15xx  83.918125000  -66.346805600      0.21    SN_features  0.2766   57370.69  57402.57   Silver    OGLE 
  OGLE16dmu  72.109750000  -62.336277800     0.426    SN_features  0.0271   57624.97  57677.37   Silver    OGLE 
   PS110ahf  353.11791667  -0.3621111100       1.1    SN_features  0.0293   55346.59  55524.29   Silver     PS1 
   PS110awh  333.62429583  -0.0676722200    0.9084       Mg_Lines  0.0658   55458.73  55513.04     Gold     PS1 
   PS110bzj  52.915941670  -27.795047220      0.65       Mg_Lines  0.0068   55529.77  55559.81     Gold     PS1 
    PS110ky  333.40771250  +1.2398805600    0.9558       Mg_Lines  0.0299   55367.39  55393.85     Gold     PS1 
    PS110pm  183.17583333  +46.991522220     1.206       Mg_Lines  0.0153   55259.36   55319.3     Gold     PS1 
   PS111afv  183.90737500  +48.180172220     1.407       Mg_Lines  0.0138   55672.17  55739.56     Gold     PS1 
   PS111aib  334.55090417  +1.5588916700     0.997       Mg_Lines  0.0428   55707.38  55839.55     Gold     PS1 
    PS111ap  162.11554167  +57.152555560     0.524     Host_lines  0.0059    55540.0   55612.5     Gold     PS1 
   PS111bam  130.30913333  +44.032486110     1.565       Mg_Lines  0.0234   55822.93  55877.15   Silver     PS1 
   PS111bdn  36.442883330  -5.0657138900     0.738       Mg_Lines  0.0252   55894.85  55929.13     Gold     PS1 
    PS111tt  243.19074167  +54.071377780     1.283       Mg_Lines   0.008   55573.49   55675.6   Silver     PS1 
   PS112bmy  53.554679170  -26.521447220     1.572       Mg_Lines  0.0091   56054.56  56136.01   Silver     PS1 
   PS112bqf  36.227587500  -4.8396444400     0.522       Mg_Lines  0.0242   56182.35   56242.4     Gold     PS1 
   PS112cil  130.23403750  +45.411647200      0.32    SN_features  0.0234   56262.78   56300.6     Gold     PS1 
    PS112zn  149.95672900  +2.8588470000     0.674     Host_lines  0.0181   56003.77   56028.3   Bronze     PS1 
    PS113gt  184.50847917  +47.579430560     0.884       Mg_Lines  0.0152    56255.8  56307.48   Silver     PS1 
    PS113or  148.66790000  +2.1950666700      1.52    SN_features  0.0308   56304.26   56395.3     Gold     PS1 
    PS114bj  150.53513750  +3.6552833300    0.5215     Host_lines  0.0189   56594.15  56781.86     Gold     PS1 
    PS15cjz  40.185916670  -0.8906666700      0.22  Host_spectrum  0.0293   57252.35  57318.51     Gold     DES 
 PSNJ000123  0.3473330000  +0.0844500000     0.281     Host_lines  0.0258   53611.45   53659.2   Bronze    SDSS 
   PTF09atu  247.60229167  +23.640277780    0.5015  Host_spectrum  0.0409    54957.9  55068.19     Gold     PTF 
   PTF09cnd  243.03725000  +51.487805560    0.2584  Host_spectrum  0.0207    55017.1   55087.1     Gold     PTF 
  PTF10aagc  144.98717917  +21.721413890     0.206  Host_spectrum  0.0224   55489.67  55501.76   Silver     PTF 
   PTF10bfz  193.67195833  +15.404722220    0.1701  Host_spectrum  0.0176    55207.1  55231.69   Silver     PTF 
   PTF10bjp  151.64291667  +67.988611110    0.3584  Host_spectrum  0.0527    55187.0  55246.21   Silver     PTF 
   PTF10iam  236.37854200  +54.042500000     0.109     Host_lines  0.0089   55338.32  55353.49   Silver     PTF 
   PTF10nmn  237.51170417  -7.4117722200    0.1237  Host_spectrum  0.1337   55256.54  55325.92   Silver     PTF 
   PTF10uhf  253.19456667  +47.606044440    0.2882  Host_spectrum  0.0176   55423.52   55450.9     Gold     PTF 
   PTF10vqv  45.778333330  -1.5430277800    0.4518  Host_spectrum  0.0557   55424.96  55468.57     Gold     PTF 
   PTF12dam  216.19250000  +46.230083330    0.1073  Host_spectrum  0.0107   56020.06  56103.23     Gold     PTF 
   PTF12gty  240.31345833  +21.388166670    0.1768    SN_features    0.06   56070.99  56143.18   Silver     PTF 
   PTF12hni  337.98275000  -6.7969440000    0.1056    SN_features  0.0514    56125.5  56155.23   Silver     PTF 
   PTF12mxx  337.56970000  +27.972780560    0.3296  Host_spectrum  0.0413   56228.62  56289.08     Gold     PTF 
    SCP06F6  218.11414583  +33.540230560     1.189       Mg_Lines  0.0083   53759.74  53851.06     Gold   Other 
  SDSS17789  22.317200000  +0.7105230000    0.3858    SN_features  0.0218   54262.63  54351.42   Bronze    SDSS 
     SN1000  150.02442500  +2.2732281000    3.8993    Lyman_break  0.0164   53954.54  54420.05   Bronze   Other 
     SN2213  333.41654170  -17.756801700    2.0458    Lyman_break  0.0242   53506.64   53674.0   Bronze   Other 
 SNLS06D4eu  333.97621250  -18.179322220    1.5881     Host_lines  0.0243   53947.32  53998.52     Gold    SNLS 
 SNLS07D2bv  150.02758333  +2.6432777800       1.5    SN_features  0.0164   54136.31   54185.5     Gold    SNLS 
 SNLS07D3bs  215.46027500  +53.174606000     0.757    SN_features  0.0091   54128.18  54180.87   Silver    SNLS 
  SSS120810  349.50750000  -56.157111100     0.156     Host_lines  0.0158   56120.73   56149.7   Silver   Other 
   UID30901  149.82187500  +2.0606940000      0.37        Photo-z  0.0173   56718.84  56788.97   Bronze   Other 
   2022acsx  93.246382800  +68.812597800      0.28     Host_lines  0.0988    59897.0   59958.0     Gold     ZTF 
    2023cmx  106.72770800  37.9765390000     0.233     Host_lines  0.0636    59950.0   60045.0     Gold     ZTF 
    2023wwx  340.78639727  -23.791908060     0.308     Host_lines  0.0206    60207.0   60248.0     Gold     ZTF 
