       Name        RA_deg        DEC_deg  Redshift         Method     EBV  Explosion      Peak  Quality  Survey
      1991D    205.306667     -14.646667   0.04179  Host_spectrum  0.0527   48262.38  48279.61   Silver   Other
     1999as     139.12858       13.65061     0.127  Host_spectrum  0.0268   51205.86  51239.89   Silver   Other
     1999bz     210.44479       68.87958    0.0846  Host_spectrum  0.0172   51176.32  51306.18   Bronze   Other
     2002gh      46.37275       -5.36583    0.3653       Mg_Lines  0.0593    52472.9  52562.41   Silver   Other
     2005ap     195.31183       27.72539    0.2832     Host_lines  0.0072   53423.09   53441.3     Gold   Other
     2006oz     332.22317        0.89733     0.376    SN_features  0.0403   54028.39  54085.29   Silver    SDSS
     2007bi     199.83413        8.92897    0.1279     Host_lines  0.0232   54093.93  54154.33     Gold   Other
     2009cb     194.81604       27.27814    0.1867  Host_spectrum   0.008   54881.51  54902.42   Silver     PTF
     2009jh     222.29204       29.41956    0.3499  Host_spectrum  0.0141   55001.55  55079.38     Gold     PTF
     2010gx     171.44463       -8.82817    0.2297  Host_spectrum  0.0333   55253.23  55282.02     Gold     PS1
     2010hy     284.88704       19.40719    0.1901  Host_spectrum  0.4563   55388.53  55435.25     Gold     PTF
     2010kd    182.004625      49.225306     0.101     Host_lines  0.0197   55497.78   55554.9     Gold   Other
     2010md       249.446        6.20897    0.0987  Host_spectrum  0.0728   55317.38  55362.01     Gold     PTF
     2011ep     255.92408       32.76461      0.28     Host_lines  0.0194   55628.09  55670.21   Bronze     CSS
     2011ke     207.74079       26.27839    0.1428  Host_spectrum  0.0102   55649.85  55679.47     Gold     PS1
     2011kf     219.23971       16.51572     0.245     Host_lines   0.019   55903.16  55934.43   Silver     CSS
     2011kg      24.93962       29.92417    0.1924  Host_spectrum  0.0371   55899.98  55935.73     Gold     PTF
     2011kl      14.34433        -46.801     0.677    SN_features  0.0145   55903.78  55930.66   Silver     CSS
     2012aa      223.1395       -3.53167     0.083  Host_spectrum   0.088    55921.5  55962.05   Silver     CSS
     2012il     146.55354       19.84117     0.175     Host_lines  0.0195   55917.48  55941.43     Gold     PS1
     2013dg     199.67229       -7.07861     0.265    SN_features  0.0406   56413.59  56447.62     Gold     CSS
     2013hy      40.63675       -1.35836     0.663     Host_lines  0.0284   56515.92  56560.39   Silver     DES
     2014bl     201.41171       25.95942    0.0377     Host_lines  0.0127   56797.26  56814.52   Bronze     CSS
     2015bn    173.423125       0.725972    0.1136     Host_lines  0.0221   57002.43  57098.99     Gold    PSST
     2016aj  194.75349861   -26.12793341     0.485    SN_features  0.0662   57361.52  57407.12   Silver    PSST
    2016ard   212.6856597   -10.15983782    0.2025     Host_lines  0.0433   57417.17  57453.85     Gold    PSST
    2016eay    180.715417      44.257611    0.1013     Host_lines  0.0132   57508.09   57550.6     Gold    Gaia
    2016els   307.5580199   -10.95050213     0.217     Host_lines  0.0467   57573.74  57607.16   Silver    PSST
    2016inl   41.10761942    19.17852517    0.3057     Host_lines  0.0658    57631.2  57708.72     Gold    PSST
     2016wi  119.71110736    66.12755112     0.224     Host_lines  0.0414    57332.9  57384.66   Silver    iPTF
    2017beq    161.924619      26.835057      0.31    SN_features  0.0273   57692.36  57840.16   Bronze     PS1
    2017dwh  218.67886493    31.48798153      0.13    SN_features  0.0123   57859.91  57885.61     Gold   ATLAS
    2017egm    154.773417      46.453911   0.03072     Host_lines  0.0097   57902.83  57962.57     Gold    iPTF
    2017ens     181.03903       -1.93118    0.1086     Host_lines  0.0181   57905.58   57927.3     Gold   ATLAS
    2017gci    101.687625      -27.24885     0.087     Host_lines  0.1105   57960.42  57990.02     Gold    Gaia
    2017hbx    267.302667      25.372481    0.1652    SN_features  0.0696   57996.82  58023.18   Silver    Gaia
    2017jan     46.844042     -64.383611     0.396    SN_features  0.0324   57993.95   58074.6   Silver    OGLE
    2018avk    197.865625        65.6381     0.132     Host_lines   0.011   58192.27  58266.38     Gold     ZTF
    2018beh  142.84594257    17.80778621      0.06    SN_features  0.0319   58212.92  58253.04   Silver     ZTF
    2018bgv    165.626208      55.598831    0.0795     Host_lines  0.0074   58241.08  58257.92     Gold     ZTF
    2018bsz  242.41296554   -32.06267635    0.0267     Host_lines  0.2071   58247.84   58272.3     Gold   ATLAS
    2018bym  280.80595247    45.20783676     0.274     Host_lines  0.0517   58222.72  58276.33     Gold     ZTF
    2018cxa  337.14413091    11.61823091      0.19    SN_features  0.0821   58257.52   58285.4     Gold     ZTF
    2018don  208.78600701    58.49499496    0.0734     Host_lines  0.0089   58199.01  58277.33   Silver     ZTF
    2018fcg     317.40325        33.4832    0.1011     Host_lines  0.1435   58334.63  58358.07   Bronze     ZTF
     2018fd  137.65148436    35.72176827     0.263     Host_lines  0.0167    57934.0   58073.6   Silver     ZTF
    2018ffj   37.74919536   -17.34088179     0.234     Host_lines  0.0181   58307.49   58333.5     Gold     ZTF
    2018ffs   313.6547782     22.0810582     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   359.3247537    -15.6314773     0.232     Host_lines  0.0256   58334.49  58428.39     Gold     ZTF
    2018gkz   119.5481179     19.5188742    0.2405    SN_features   0.036   58279.35   58364.5   Silver     ZTF
    2018hpq    277.171917      75.813169     0.124        Unknown  0.0868   58382.41  58439.16     Gold     ZTF
    2018hsf    40.0532164    -19.9791496     0.119        Unknown  0.0273   58404.88  58433.07   Bronze     ZTF
    2018hti        55.224       11.77705    0.0612     Host_lines  0.3983    58411.1  58469.64     Gold   ATLAS
    2018ibb     69.737292      -20.66225     0.166     Host_lines  0.0275   58327.36  58459.42     Gold     ZTF
    2018jfo   170.9109101     25.9977633     0.163        Unknown   0.015   58426.88  58437.51   Bronze     ZTF
    2018kyt    186.984333      56.393219     0.108    SN_features  0.0091   58460.76  58502.27     Gold     ZTF
    2018lfd    348.747167      48.757719    0.2686     Host_lines  0.1506   58440.63  58492.49     Gold     ZTF
    2018lfe  143.37314815     0.05233008      0.35     Host_lines  0.0286   58429.05  58468.55     Gold     ZTF
    2018lzv    191.009667      56.029028     0.434     Host_lines  0.0081   58268.24   58341.3     Gold     ZTF
    2018lzw      114.8865    27.73408333    0.3198     Host_lines  0.0373   58291.57  58355.61   Silver     ZTF
    2018lzx      337.3635    13.17772222    0.4373     Host_lines  0.0529   58308.98  58436.12     Gold     ZTF
   2019aamp  219.45529167    20.30461111     0.404     Host_lines  0.0237   58544.36  58585.05     Gold     ZTF
   2019aamq  313.90058333    -8.67538889     0.386     Host_lines  0.0636   58591.78  58692.47     Gold     ZTF
   2019aamr    232.348125        38.1035      0.42    SN_features  0.0118   58653.86  58688.44     Gold     ZTF
   2019aams  355.90066667    12.48361111     0.636     Host_lines  0.0448   58680.37  58724.42     Gold     ZTF
   2019aamt  318.78333333    32.71702778    0.2138     Host_lines   0.126   58729.86   58772.2     Gold     ZTF
   2019aamu   43.78704167    11.45622222     0.259     Host_lines  0.1925   58768.15  58851.77     Gold     ZTF
   2019aamv    191.256875    33.55391667    0.3996     Host_lines  0.0127   58816.74  58913.31     Gold     ZTF
   2019aamw     357.22725    24.99994444      0.22    SN_features  0.0526   58779.86  58850.16   Silver     ZTF
   2019aamx    239.451125    27.46763889      0.41     Host_lines  0.0362    58632.2  58696.34     Gold     ZTF
    2019bgu  149.31393065    32.00156117     0.148        Unknown  0.0123   58528.74  58557.39     Gold     ZTF
    2019cca    180.714167     -16.663239    0.4103    SN_features  0.0462   58506.22  58555.75     Gold     ZTF
    2019cdt    124.474708      65.479589     0.153    SN_features  0.0441   58553.32  58582.35     Gold     ZTF
    2019cwu    222.905396      48.987147      0.32    SN_features  0.0186   58543.81   58604.5     Gold     ZTF
    2019dgr  146.38616667     4.93394444    0.3815     Host_lines  0.0348   58535.97  58576.39     Gold     ZTF
    2019dlr   169.3924172      0.5007742      0.26    SN_features  0.0309   58537.85  58589.51     Gold     ZTF
    2019dwa      234.7395       56.60505     0.082    SN_features    0.01   58576.27   58613.4   Silver     ZTF
    2019enz  209.27533561    27.99390938     0.255    SN_features  0.0121    58595.5   58628.7     Gold   ATLAS
    2019eot   270.1247529     50.2953602    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    24.06247988   0.18167  Host_spectrum  0.0465   58624.68  58649.33     Gold     ZTF
    2019gqi     215.30006    28.90163429    0.3642     Host_lines  0.0129   58589.59  58630.64     Gold     ZTF
    2019hge    336.088375      24.788089    0.0866     Host_lines   0.058   58623.37  58686.46   Silver     ZTF
    2019hno   294.8040123       62.72802      0.26    SN_features  0.0583   58624.85  58662.03     Gold     ZTF
    2019ieh    250.545167       6.984019     0.032     Host_lines  0.0862   58657.09  58670.38   Silver     ZTF
    2019itq  328.61983246    -8.34727207     0.481     Host_lines  0.0386    58631.3  58678.46     Gold     ZTF
      2019J  150.94487805      6.7734568    0.1346     Host_lines  0.0229   58481.56  58536.43   Silver     ZTF
    2019kcy  212.08242288      8.9669485     0.399     Host_lines  0.0227   58628.13  58693.28     Gold     ZTF
    2019kwq    256.995167      58.701083      0.49     Host_lines  0.0257   58499.83  58555.37     Gold     ZTF
    2019kws    213.768583      50.651889    0.1977     Host_lines  0.0142   58532.07   58575.4     Gold     ZTF
    2019kwt    294.844125      78.762111    0.3562     Host_lines  0.0775   58548.46  58634.96     Gold     ZTF
    2019kwu    209.415708      64.355167       0.6    SN_features  0.0138   58582.38  58622.37     Gold     ZTF
    2019lsq      1.169167      42.869819    0.1295     Host_lines  0.0829   58666.97  58709.04     Gold     ZTF
    2019neq  268.61140159    47.26128442    0.1059     Host_lines  0.0334   58701.21  58734.37     Gold     ZTF
    2019nhs   13.00605469     7.61661248     0.189     Host_lines  0.0514   58692.53  58732.37     Gold     ZTF
    2019obk  338.47535938   -2.161737054    0.1656     Host_lines   0.048   58687.04  58733.32   Silver     ZTF
    2019otl   43.09012025   -17.80347344     0.514    SN_features  0.0241    58629.7  58715.54     Gold     ZTF
    2019pud    318.229208       -16.6353    0.1136     Host_lines  0.0619   58725.26  58752.88     Gold     ZTF
    2019pvs  319.61161575   -20.73338005     0.167     Host_lines  0.0392   58679.89  58743.25   Silver     ZTF
    2019qgk  337.48979167    -4.10061111    0.3468     Host_lines   0.054   58708.44  58751.68     Gold     ZTF
    2019sgg     15.299042        14.0265    0.5726        Unknown  0.0373   58702.86  58775.25     Gold     ZTF
    2019sgh      18.16425      36.473556     0.344     Host_lines  0.0599    58734.4  58762.29     Gold     ZTF
    2019szu       2.55475      -19.69235     0.212     Host_lines   0.018   58721.75  58865.11     Gold     ZTF
    2019ujb    135.813208      40.242361    0.2008     Host_lines  0.0165   58770.98  58816.59     Gold     ZTF
    2019unb    146.987542        0.82665    0.0635     Host_lines  0.1045    58764.5  58826.57   Silver     ZTF
    2019une  154.29519727     41.6006524    0.1666  Host_spectrum  0.0148   58765.99  58814.25   Bronze     ZTF
    2019vvc  138.37554167    44.77394444    0.3314     Host_lines  0.0115   58790.93  58846.52     Gold     ZTF
    2019xaq    208.695083        84.0671       0.2     Host_lines  0.1004   58812.83  58840.48     Gold     ZTF
    2019xdy    126.213875    22.17944444    0.2206     Host_lines  0.0425   58776.41  58834.42     Gold     ZTF
    2019zbv  153.75468334    43.41490978    0.3785     Host_lines  0.0119   58813.72  58872.48     Gold     ZTF
    2019zeu   153.4892911     8.28017316      0.39    SN_features  0.0304    58816.9  58854.43     Gold     ZTF
   2020abjc   142.0011398   14.121283962     0.219     Host_lines  0.0275   59112.71  59243.31     Gold     ZTF
   2020abjx     33.759583      -8.628806      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    111.617375      12.451444     0.345        Unknown  0.0588   59167.64  59250.33   Bronze     ZTF
   2020afag    3.94270833    47.00236111    0.3815     Host_lines  0.0898   58999.05  59055.44     Gold     ZTF
   2020afah  155.07633333    53.32261111    0.3754     Host_lines  0.0086   58947.57  59030.74     Gold     ZTF
    2020ank  124.06104305     4.32413658    0.2485     Host_lines  0.0193   58862.25  58896.25     Gold     ZTF
    2020aup  197.43516667    12.48705556      0.31    SN_features  0.0208   58857.36   58884.5     Gold     ZTF
    2020auv   248.5522173   37.097716475      0.28     Host_lines   0.011   58846.98  58876.53     Gold     ZTF
    2020dlb     122.14225    34.73691667     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    213.191375    34.73783333    0.2428     Host_lines  0.0129   58839.16  58968.37     Gold     ZTF
    2020fyq      221.5435    23.80055556    0.1765     Host_lines  0.0325   58860.85  58943.47   Silver     ZTF
    2020htd       266.072    38.92511111    0.3515     Host_lines   0.026   58892.47  58983.36     Gold     ZTF
    2020iyj  138.90266667    53.45888889     0.369     Host_lines  0.0155   58933.55  58994.24     Gold     ZTF
    2020jii  233.73037747    2.853240169     0.396    SN_features  0.0427   58944.55  58994.44     Gold     ZTF
    2020kox  166.52070833    26.29130556     0.456     Host_lines  0.0166   58938.07  59007.27     Gold     ZTF
    2020myh  354.37728605     21.7118927     0.283     Host_lines  0.0335   58976.53  59012.56   Silver     ZTF
    2020onb      215.7525      49.177969     0.153    SN_features  0.0208   59025.39  59079.18   Silver     ZTF
    2020qef   344.0438748   28.764786051    0.1831     Host_lines  0.0459   59017.86  59076.36     Gold     ZTF
    2020qlb    286.956567      62.963764    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    232.071167      39.947369     0.064     Host_lines  0.0192    59093.5  59132.99     Gold     ZTF
    2020uew     49.849458     -29.984911   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    56.6581134    43.22923725     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   4.940958101    5.138500529     0.454       Mg_Lines  0.0145   59100.92  59145.14     Gold     ZTF
    2020xkv  339.44166667    23.52705556     0.241     Host_lines  0.0303   59054.07  59150.78     Gold     ZTF
    2020zbf     29.506964     -41.347732      0.35    SN_features  0.0148   59131.94  59166.78     Gold   ATLAS
    2020znr     109.77675      23.885381       0.1    SN_features  0.0516   59154.48  59235.43     Gold     ZTF
    2020zzb       2.53771       9.493234    0.1659     Host_lines  0.1157   59097.59  59182.32     Gold     ZTF
    2021bnw    163.467375       12.55805     0.098    SN_features  0.0171   59224.42  59270.38     Gold     ZTF
    2021een    306.685083      16.551711      0.16    SN_features  0.1077   59249.05  59282.53     Gold     ZTF
    2021ejo    157.912458       31.00125      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    303.577583     -18.182381     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    142.776083     -19.517989     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    224.219042       60.83475      0.28     Host_lines  0.0084   59332.11  59402.24     Gold     ZTF
    2021nxq  216.33616151     37.7624172      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   321.9552868     -8.0828631      0.46    SN_features  0.0468   59371.75  59416.12     Gold     ZTF
    2021uvy   7.378641877   12.105848877     0.095    SN_features  0.0575   59392.44  59452.78   Bronze     ZTF
    2021vuw     100.19775      27.783839       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    20.3066288     28.2639057      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        5.8232     50.1454089       0.3    SN_features  0.1164   59444.12  59489.66     Gold     ZTF
    2021zcl  77.310217639   -6.053849628     0.117        Unknown  0.0899   59459.64  59513.48     Gold     ZTF
   2022aawb      26.21825      23.012181      0.13        Unknown  0.1091   59889.85  59942.21   Silver     ZTF
   2022abdu  46.520439091   -46.72138909      0.13        Unknown  0.0119   59893.54  59913.89     Gold   ATLAS
    2022ful    290.044458        50.3951      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   -6.296708007    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   264.1611793   61.555183699      0.54    SN_features  0.0321   59706.25  59765.41     Gold     ZTF
    2022npq   245.2655506   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     234.60599       46.90171   0.03638  Host_spectrum   0.014   57178.35  57245.53   Bronze   Other
  CSS140925    14.7254583     18.2228333      0.46        Unknown  0.0568   56883.26  56918.66   Bronze     CSS
  CSS160710   241.0814375    39.47018056      0.18    SN_features  0.0096   57530.76  57582.37   Silver     CSS
  DES14C1fi       53.4575   -27.05877778     1.302     Host_lines  0.0091   56853.85  56930.93   Silver     DES
 DES14C1rhg   54.53029167   -27.71269444     0.481    SN_features  0.0096    56983.8  57013.27   Silver     DES
 DES14E2slp         8.267    -44.1952222      0.57    SN_features   0.006   57000.72  57044.36   Silver     DES
 DES14S2qri   40.88391667    -1.12616667       1.5    SN_features  0.0276   56973.84  57018.05     Gold     DES
 DES14X2byo   35.94554167       -6.13675     0.868  Host_spectrum  0.0257   56918.34  56957.97     Gold     DES
 DES14X3taz   37.01858333    -4.08686111     0.608  Host_spectrum   0.022   57031.63  57083.74     Gold     DES
 DES15C3hav     52.967375   -28.25263889     0.392  Host_spectrum  0.0077   57299.94  57336.53   Silver     DES
 DES15E2mlf    10.3891667    -43.4547778     1.861  Host_spectrum  0.0086   57325.19  57370.08     Gold     DES
 DES15S1nog   43.06241667    -0.74341667     0.565     Host_lines  0.0541   57342.91  57377.68   Silver     DES
 DES15X1noe   33.67470833    -4.88180556     1.188  Host_spectrum  0.0177   57336.15  57436.48     Gold     DES
  DES15X3hm        36.729    -5.06055556      0.86  Host_spectrum  0.0237   57187.31  57235.88     Gold     DES
 DES16C2aix   55.17154167   -29.38011111     1.068  Host_spectrum  0.0114   57592.18  57691.71     Gold     DES
  DES16C2nm   55.06179167   -29.09819444     1.998  Host_spectrum  0.0123    57545.1  57622.12   Silver     DES
  DES16C3cv     51.819625      -28.71275     0.727     Host_lines  0.0103    57578.1  57676.92   Bronze     DES
 DES16C3dmp     52.868125   -28.54119444     0.562  Host_spectrum  0.0068   57699.74  57735.03     Gold     DES
 DES16C3ggu          52.8   -28.57741667     0.949  Host_spectrum  0.0074   57748.16  57857.36   Silver     DES
 DES17C3gyp     51.966125   -28.39563889      0.47    SN_features  0.0073    58105.7  58153.08   Silver     DES
 DES17X1amf   34.44458333    -5.60027778      0.92    SN_features  0.0207   58011.88  58067.81     Gold     DES
 DES17X1blv       35.2485    -4.48355556      0.69    SN_features  0.0213   58020.29  58064.06     Gold     DES
  iPTF13ajg  249.76645833    37.02733333    0.7403  Host_spectrum  0.0121   56350.11  56399.89     Gold    iPTF
  iPTF13bdl    189.233917      13.129306     0.403    SN_features  0.0405   56288.54  56492.65   Silver    iPTF
  iPTF13bjz    159.582625       24.41425    0.2712     Host_lines  0.0198   56411.04  56446.24   Silver    iPTF
  iPTF13cjq       3.61325      24.285778    0.3962        Unknown  0.0423   56488.25  56511.37   Silver    iPTF
  iPTF13dcc     44.260375       -0.31225    0.4305    SN_features  0.0578   56491.82  56576.53   Silver    iPTF
  iPTF13ehe  103.33958333    67.13222222    0.3434     Host_lines  0.0434   56565.85   56671.2     Gold    iPTF
  iPTF15eov       61.4232      28.944631    0.0535        Unknown  0.5347   57356.61  57379.89     Gold    iPTF
  iPTF16asu       194.789         13.803     0.187     Host_lines  0.0275   57512.24  57523.64   Silver    iPTF
  iPTF16bad  259.16554167    28.37016667    0.2467     Host_lines  0.0426   57515.69  57542.92   Silver    iPTF
   iPTF16eh   190.2758917     32.8085722     0.427     Host_lines  0.0146   57369.39   57435.3     Gold    iPTF
   LSQ12dlf   27.62416667   -21.81261111     0.255    SN_features   0.011   56098.62  56138.25     Gold     LSQ
    LSQ14an  193.44929167   -29.52422222    0.1637     Host_lines  0.0711   56505.57  56603.38   Silver     LSQ
   LSQ14bdq  150.42333333   -12.37038889     0.345     Host_lines  0.0559   56732.74  56837.34     Gold     LSQ
   LSQ14fxj   39.80254167     3.32488889      0.36       Mg_Lines   0.031   56926.46  57048.14   Bronze     LSQ
    LSQ14mo  155.67304167   -16.92066667     0.256     Host_lines  0.0646   56663.61  56694.91     Gold     LSQ
  MLS121104     34.179167      20.669167     0.303     Host_lines  0.1501   56126.14  56224.22   Bronze     CSS
   OGLE15qz       47.1495    -70.5115556      0.68    SN_features  0.0274    57242.1   57346.2     Gold    OGLE
   OGLE15sd    25.5894167    -71.7876667     0.565    SN_features  0.0372   57290.95  57341.42   Silver    OGLE
   OGLE15xl     65.222708     -73.605611     0.198     Host_lines  0.0789   57320.54  57364.98   Silver    OGLE
   OGLE15xx     83.918125    -66.3468056      0.21    SN_features  0.2766   57370.69  57402.57   Silver    OGLE
  OGLE16dmu      72.10975    -62.3362778     0.426    SN_features  0.0271   57624.97  57677.37   Silver    OGLE
   PS110ahf  353.11791667    -0.36211111       1.1    SN_features  0.0293   55346.59  55524.29   Silver     PS1
   PS110awh  333.62429583    -0.06767222    0.9084       Mg_Lines  0.0658   55458.73  55513.04     Gold     PS1
   PS110bzj   52.91594167   -27.79504722      0.65       Mg_Lines  0.0068   55529.77  55559.81     Gold     PS1
    PS110ky   333.4077125     1.23988056    0.9558       Mg_Lines  0.0299   55367.39  55393.85     Gold     PS1
    PS110pm  183.17583333    46.99152222     1.206       Mg_Lines  0.0153   55259.36   55319.3     Gold     PS1
   PS111afv    183.907375    48.18017222     1.407       Mg_Lines  0.0138   55672.17  55739.56     Gold     PS1
   PS111aib  334.55090417     1.55889167     0.997       Mg_Lines  0.0428   55707.38  55839.55     Gold     PS1
    PS111ap  162.11554167    57.15255556     0.524     Host_lines  0.0059    55540.0   55612.5     Gold     PS1
   PS111bam  130.30913333    44.03248611     1.565       Mg_Lines  0.0234   55822.93  55877.15   Silver     PS1
   PS111bdn   36.44288333    -5.06571389     0.738       Mg_Lines  0.0252   55894.85  55929.13     Gold     PS1
    PS111tt  243.19074167    54.07137778     1.283       Mg_Lines   0.008   55573.49   55675.6   Silver     PS1
   PS112bmy   53.55467917   -26.52144722     1.572       Mg_Lines  0.0091   56054.56  56136.01   Silver     PS1
   PS112bqf    36.2275875    -4.83964444     0.522       Mg_Lines  0.0242   56182.35   56242.4     Gold     PS1
   PS112cil   130.2340375     45.4116472      0.32    SN_features  0.0234   56262.78   56300.6     Gold     PS1
    PS112zn    149.956729       2.858847     0.674     Host_lines  0.0181   56003.77   56028.3   Bronze     PS1
    PS113gt  184.50847917    47.57943056     0.884       Mg_Lines  0.0152    56255.8  56307.48   Silver     PS1
    PS113or      148.6679     2.19506667      1.52    SN_features  0.0308   56304.26   56395.3     Gold     PS1
    PS114bj   150.5351375     3.65528333    0.5215     Host_lines  0.0189   56594.15  56781.86     Gold     PS1
    PS15cjz   40.18591667    -0.89066667      0.22  Host_spectrum  0.0293   57252.35  57318.51     Gold     DES
 PSNJ000123      0.347333        0.08445     0.281     Host_lines  0.0258   53611.45   53659.2   Bronze    SDSS
   PTF09atu  247.60229167    23.64027778    0.5015  Host_spectrum  0.0409    54957.9  55068.19     Gold     PTF
   PTF09cnd     243.03725    51.48780556    0.2584  Host_spectrum  0.0207    55017.1   55087.1     Gold     PTF
  PTF10aagc  144.98717917    21.72141389     0.206  Host_spectrum  0.0224   55489.67  55501.76   Silver     PTF
   PTF10bfz  193.67195833    15.40472222    0.1701  Host_spectrum  0.0176    55207.1  55231.69   Silver     PTF
   PTF10bjp  151.64291667    67.98861111    0.3584  Host_spectrum  0.0527    55187.0  55246.21   Silver     PTF
   PTF10iam    236.378542        54.0425     0.109     Host_lines  0.0089   55338.32  55353.49   Silver     PTF
   PTF10nmn  237.51170417    -7.41177222    0.1237  Host_spectrum  0.1337   55256.54  55325.92   Silver     PTF
   PTF10uhf  253.19456667    47.60604444    0.2882  Host_spectrum  0.0176   55423.52   55450.9     Gold     PTF
   PTF10vqv   45.77833333    -1.54302778    0.4518  Host_spectrum  0.0557   55424.96  55468.57     Gold     PTF
   PTF12dam      216.1925    46.23008333    0.1073  Host_spectrum  0.0107   56020.06  56103.23     Gold     PTF
   PTF12gty  240.31345833    21.38816667    0.1768    SN_features    0.06   56070.99  56143.18   Silver     PTF
   PTF12hni     337.98275      -6.796944    0.1056    SN_features  0.0514    56125.5  56155.23   Silver     PTF
   PTF12mxx      337.5697    27.97278056    0.3296  Host_spectrum  0.0413   56228.62  56289.08     Gold     PTF
    SCP06F6  218.11414583    33.54023056     1.189       Mg_Lines  0.0083   53759.74  53851.06     Gold   Other
  SDSS17789       22.3172       0.710523    0.3858    SN_features  0.0218   54262.63  54351.42   Bronze    SDSS
     SN1000    150.024425      2.2732281    3.8993    Lyman_break  0.0164   53954.54  54420.05   Bronze   Other
     SN2213   333.4165417    -17.7568017    2.0458    Lyman_break  0.0242   53506.64   53674.0   Bronze   Other
 SNLS06D4eu   333.9762125   -18.17932222    1.5881     Host_lines  0.0243   53947.32  53998.52     Gold    SNLS
 SNLS07D2bv  150.02758333     2.64327778       1.5    SN_features  0.0164   54136.31   54185.5     Gold    SNLS
 SNLS07D3bs    215.460275      53.174606     0.757    SN_features  0.0091   54128.18  54180.87   Silver    SNLS
  SSS120810      349.5075    -56.1571111     0.156     Host_lines  0.0158   56120.73   56149.7   Silver   Other
   UID30901    149.821875       2.060694      0.37        Photo-z  0.0173   56718.84  56788.97   Bronze   Other
