Unnamed: 0
int64
0
3k
DEC
float64
-10.18
65.7
FIBER
int64
1
1k
MJD
int64
55.1k
58.5k
PLATE
int64
3.55k
11.7k
RA
float64
0.1
360
ZE
float64
0
1.2
ZG
float64
0.05
0.8
flux
stringlengths
65
102
lable
int64
0
1
loglam0
float64
3.57
3.57
loglam_step
float64
0
0
pixel
int64
3.96k
3.96k
sn_mean
float64
2
36.1
500
28.673201
272
55,537
4,451
122.09114
0
0.161043
[3.5570297 0.8725012 0.7143012 ... 6.6483936 6.490912 6.7425747]
0
3.568202
0.0001
3,956
10.455599
501
28.673201
272
55,537
4,451
122.09114
0.514953
0.161043
[3.55702972 0.87250119 0.71430123 ... 6.64839363 6.49091196 6.74257469]
1
3.568202
0.0001
3,956
10.455599
502
5.532875
232
55,882
4,414
347.00543
0
0.172387
[ 3.9839125 4.345921 -0.4993958 ... 9.730989 9.520816 9.552133 ]
0
3.568202
0.0001
3,956
14.844981
503
5.532875
232
55,882
4,414
347.00543
1.126517
0.172387
[ 3.98391247 4.34592104 -0.49939579 ... 9.73098946 9.52081585 9.55213261]
1
3.568202
0.0001
3,956
14.844981
504
-5.391446
747
55,811
4,399
39.007624
0
0.18245
[ 3.4475775 3.927545 6.474755 ... 9.539798 10.678539 10.645742 ]
0
3.568202
0.0001
3,956
14.958397
505
-5.391446
747
55,811
4,399
39.007624
1.132979
0.18245
[ 3.44757748 3.92754507 6.47475481 ... 9.53979778 10.67853928 10.64574242]
1
3.568202
0.0001
3,956
14.958397
506
11.721931
665
55,923
5,648
2.592968
0
0.189408
[-0.42861792 1.0896795 -1.3126469 ... 1.6172448 1.4560353 1.4112463 ]
0
3.568202
0.0001
3,956
4.661332
507
11.721931
665
55,923
5,648
2.592968
0.442393
0.189408
[-0.42861792 1.08967948 -1.31264687 ... 1.61724484 1.45603526 1.4112463 ]
1
3.568202
0.0001
3,956
4.661332
508
5.612248
620
55,884
4,407
353.34199
0
0.177064
[ 2.20138884 -1.68788755 1.55978906 ... 13.25994015 13.71260929 13.43433094]
0
3.568202
0.0001
3,956
19.714171
509
5.612248
620
55,884
4,407
353.34199
0.377824
0.177064
[ 2.20138884 -1.68788755 1.55978906 ... 13.25994015 13.71260929 13.43433094]
1
3.568202
0.0001
3,956
19.714171
510
1.794956
474
55,505
4,276
22.00929
0
0.174375
[ 6.322359 4.0241995 2.5844722 ... 17.954418 17.384447 17.364546 ]
0
3.568202
0.0001
3,956
20.137472
511
1.794956
474
55,505
4,276
22.00929
0.323309
0.174375
[ 6.32235909 4.02419949 2.58447218 ... 17.95441818 17.3844471 17.36454582]
1
3.568202
0.0001
3,956
20.137472
512
24.804293
783
56,487
6,306
351.0807
0
0.188618
[-0.99442995 1.9207124 5.2319546 ... 7.408604 7.7702127 7.2406974 ]
0
3.568202
0.0001
3,956
10.358412
513
24.804293
783
56,487
6,306
351.0807
0.707568
0.188618
[-0.99442995 1.92071235 5.23195457 ... 7.40860415 7.77021265 7.24069738]
1
3.568202
0.0001
3,956
10.358412
514
26.409373
215
55,679
3,959
232.45958
0
0.197599
[0.79083014 1.5803698 0.13399781 ... 1.286798 1.30323 1.0277889 ]
0
3.568202
0.0001
3,956
4.164742
515
26.409373
215
55,679
3,959
232.45958
1.028005
0.197599
[0.79083014 1.58036983 0.13399781 ... 1.286798 1.30323005 1.02778888]
1
3.568202
0.0001
3,956
4.164742
516
32.183788
119
55,719
4,961
242.24026
0
0.19354
[1.1553435 3.5117629 1.1572002 ... 9.55909 9.524837 9.287566 ]
0
3.568202
0.0001
3,956
17.173412
517
32.183788
119
55,719
4,961
242.24026
0.45391
0.19354
[1.15534353 3.51176286 1.15720022 ... 9.55908966 9.52483654 9.28756618]
1
3.568202
0.0001
3,956
17.173412
518
3.117385
51
55,864
4,283
354.16032
0
0.194453
[-1.05308914 -1.608024 -0.90812343 ... 5.74157572 5.91118574 5.90317392]
0
3.568202
0.0001
3,956
11.01018
519
3.117385
51
55,864
4,283
354.16032
0.660775
0.194453
[-1.05308914 -1.608024 -0.90812343 ... 5.74157572 5.91118574 5.90317392]
1
3.568202
0.0001
3,956
11.01018
520
28.177003
654
56,540
6,511
358.65067
0
0.199526
[ 1.3981441 -0.31571135 0.49569774 ... 7.2033687 7.564134 7.7879744 ]
0
3.568202
0.0001
3,956
12.024829
521
28.177003
654
56,540
6,511
358.65067
1.027921
0.199526
[ 1.39814413 -0.31571135 0.49569774 ... 7.20336866 7.56413412 7.78797436]
1
3.568202
0.0001
3,956
12.024829
522
18.701843
171
55,856
5,121
26.077732
0
0.158179
[ 0.08478484 -0.86380947 1.5943604 ... 10.421355 10.26814 9.971563 ]
0
3.568202
0.0001
3,956
13.640593
523
18.701843
171
55,856
5,121
26.077732
0.520929
0.158179
[ 0.08478484 -0.86380947 1.59436035 ... 10.42135525 10.26813984 9.97156334]
1
3.568202
0.0001
3,956
13.640593
524
4.454346
972
55,525
4,291
339.92077
0
0.185593
[ 2.5287344 4.6678596 0.9119041 ... 14.042019 14.997388 14.542311 ]
0
3.568202
0.0001
3,956
18.729287
525
4.454346
972
55,525
4,291
339.92077
0.336977
0.185593
[ 2.52873445 4.66785955 0.9119041 ... 14.04201889 14.99738789 14.54231071]
1
3.568202
0.0001
3,956
18.729287
526
3.208488
953
55,480
4,257
44.816964
0
0.184282
[0.86388016 4.6311665 1.5311822 ... 9.738024 9.302072 8.925071 ]
0
3.568202
0.0001
3,956
19.203644
527
3.208488
953
55,480
4,257
44.816964
0.799609
0.184282
[0.86388016 4.63116646 1.53118217 ... 9.73802376 9.30207157 8.92507076]
1
3.568202
0.0001
3,956
19.203644
528
20.015613
530
55,827
5,022
327.68408
0
0.151371
[ 2.09097719 -1.18419433 -0.20059042 ... 13.62163258 14.06063175 13.90315437]
0
3.568202
0.0001
3,956
16.04651
529
20.015613
530
55,827
5,022
327.68408
0.507513
0.151371
[ 2.09097719 -1.18419433 -0.20059042 ... 13.62163258 14.06063175 13.90315437]
1
3.568202
0.0001
3,956
16.04651
530
2.959648
848
55,501
4,275
25.655086
0
0.171625
[ 0.6773068 1.2925233 2.3341894 ... 10.712919 10.394897 10.722674 ]
0
3.568202
0.0001
3,956
20.435118
531
2.959648
848
55,501
4,275
25.655086
0.484823
0.171625
[ 0.67730677 1.29252326 2.33418941 ... 10.71291924 10.39489746 10.72267437]
1
3.568202
0.0001
3,956
20.435118
532
20.936996
161
55,888
5,108
26.692331
0
0.152668
[ 1.1204842 -0.17254919 2.8517127 ... 11.667664 11.276719 10.883967 ]
0
3.568202
0.0001
3,956
15.944434
533
20.936996
161
55,888
5,108
26.692331
0.482617
0.152668
[ 1.12048423 -0.17254919 2.8517127 ... 11.66766357 11.27671909 10.8839674 ]
1
3.568202
0.0001
3,956
15.944434
534
23.239473
326
55,707
5,015
258.43972
0
0.151653
[ 5.10688 6.584213 3.213519 ... 16.780886 16.976742 17.22229 ]
0
3.568202
0.0001
3,956
25.369162
535
23.239473
326
55,707
5,015
258.43972
0.596729
0.151653
[ 5.10688019 6.58421278 3.2135191 ... 16.7808857 16.97674179 17.22229004]
1
3.568202
0.0001
3,956
25.369162
536
6.500771
178
55,865
4,539
7.534548
0
0.194153
[ 2.7160854 -1.2404166 4.5650296 ... 11.068598 11.28788 11.487999 ]
0
3.568202
0.0001
3,956
16.706953
537
6.500771
178
55,865
4,539
7.534548
0.716206
0.194153
[ 2.71608543 -1.24041665 4.56502962 ... 11.06859779 11.28787994 11.48799896]
1
3.568202
0.0001
3,956
16.706953
538
0.433623
599
55,621
4,028
215.66722
0
0.16407
[-0.03047246 2.11006713 0.66996551 ... 1.80846095 2.18733382 2.2256844 ]
0
3.568202
0.0001
3,956
3.735373
539
0.433623
599
55,621
4,028
215.66722
0.34007
0.16407
[-0.03047246 2.11006713 0.66996551 ... 1.80846095 2.18733382 2.2256844 ]
1
3.568202
0.0001
3,956
3.735373
540
-1.625724
918
55,538
4,341
44.378125
0
0.184131
[ 3.9280276 5.873704 1.95169 ... 9.686605 10.296734 9.962746 ]
0
3.568202
0.0001
3,956
15.351267
541
-1.625724
918
55,538
4,341
44.378125
1.146939
0.184131
[ 3.92802763 5.87370396 1.95168996 ... 9.68660545 10.29673386 9.96274567]
1
3.568202
0.0001
3,956
15.351267
542
19.567542
276
55,855
5,121
25.54935
0
0.165623
[ 4.394955 2.845804 -0.52478087 ... 10.581592 10.775786 10.7837715 ]
0
3.568202
0.0001
3,956
12.529241
543
19.567542
276
55,855
5,121
25.54935
1.019013
0.165623
[ 4.39495516 2.84580398 -0.52478087 ... 10.58159161 10.7757864 10.78377151]
1
3.568202
0.0001
3,956
12.529241
544
-7.077148
816
56,593
7,149
3.187759
0
0.154623
[ 2.7028127 -4.5727196 1.8235989 ... 8.732041 8.867725 8.864562 ]
0
3.568202
0.0001
3,956
15.247143
545
-7.077148
816
56,593
7,149
3.187759
0.509376
0.154623
[ 2.70281267 -4.57271957 1.82359886 ... 8.73204136 8.86772537 8.86456203]
1
3.568202
0.0001
3,956
15.247143
546
10.523698
94
56,214
5,051
344.6953
0
0.155974
[1.027006 0.76892513 2.2966914 ... 8.937161 9.08682 8.840896 ]
0
3.568202
0.0001
3,956
12.961051
547
10.523698
94
56,214
5,051
344.6953
0.593642
0.155974
[1.02700603 0.76892513 2.29669142 ... 8.93716145 9.08681965 8.84089565]
1
3.568202
0.0001
3,956
12.961051
548
3.231727
675
55,501
4,288
346.77436
0
0.15161
[ 2.82479715 1.60125923 1.81026626 ... 12.97058487 12.98134804 13.34036255]
0
3.568202
0.0001
3,956
13.855897
549
3.231727
675
55,501
4,288
346.77436
0.266913
0.15161
[ 2.82479715 1.60125923 1.81026626 ... 12.97058487 12.98134804 13.34036255]
1
3.568202
0.0001
3,956
13.855897
550
25.313092
412
56,563
6,517
357.71006
0
0.196199
[0.49866745 6.849005 7.818144 ... 9.215923 9.464687 9.1271715 ]
0
3.568202
0.0001
3,956
13.794419
551
25.313092
412
56,563
6,517
357.71006
1.104826
0.196199
[0.49866745 6.84900522 7.81814384 ... 9.21592331 9.46468735 9.12717152]
1
3.568202
0.0001
3,956
13.794419
552
52.418401
132
56,602
6,687
154.85734
0
0.170693
[ 2.0294523 -0.28553402 3.0343153 ... 2.8050585 3.0438478 3.1600063 ]
0
3.568202
0.0001
3,956
5.332893
553
52.418401
132
56,602
6,687
154.85734
0.374064
0.170693
[ 2.02945232 -0.28553402 3.03431535 ... 2.80505848 3.0438478 3.16000628]
1
3.568202
0.0001
3,956
5.332893
554
0.631377
505
55,476
4,193
320.06086
0
0.187327
[ 0.21320549 -0.36907035 -0.97690374 ... 2.4239576 2.2824562 2.2268937 ]
0
3.568202
0.0001
3,956
5.175774
555
0.631377
505
55,476
4,193
320.06086
1.000076
0.187327
[ 0.21320549 -0.36907035 -0.97690374 ... 2.42395759 2.28245616 2.22689366]
1
3.568202
0.0001
3,956
5.175774
556
8.349706
622
56,181
6,166
352.39464
0
0.194563
[-0.6914339 -0.78599834 0.7148383 ... 8.778678 8.741976 8.648364 ]
0
3.568202
0.0001
3,956
14.079621
557
8.349706
622
56,181
6,166
352.39464
0.775744
0.194563
[-0.69143391 -0.78599834 0.71483833 ... 8.77867794 8.74197578 8.64836407]
1
3.568202
0.0001
3,956
14.079621
558
57.830257
894
56,442
6,837
187.82383
0
0.173259
[ 4.82372618 1.51809359 -0.78617096 ... 13.82548523 14.18725586 14.28000259]
0
3.568202
0.0001
3,956
17.554074
559
57.830257
894
56,442
6,837
187.82383
0.553854
0.173259
[ 4.82372618 1.51809359 -0.78617096 ... 13.82548523 14.18725586 14.28000259]
1
3.568202
0.0001
3,956
17.554074
560
12.605925
893
55,912
5,649
2.157022
0
0.173176
[2.638772 3.3377445 0.2345493 ... 1.664878 1.899757 1.9117302]
0
3.568202
0.0001
3,956
4.07262
561
12.605925
893
55,912
5,649
2.157022
0.724528
0.173176
[2.63877201 3.33774447 0.2345493 ... 1.66487801 1.89975703 1.91173017]
1
3.568202
0.0001
3,956
4.07262
562
19.321564
117
56,246
6,122
347.96029
0
0.183275
[ 0.46580112 1.2534485 -1.6017627 ... 1.0532556 1.1686506 1.1153593 ]
0
3.568202
0.0001
3,956
3.416389
563
19.321564
117
56,246
6,122
347.96029
0.662377
0.183275
[ 0.46580112 1.25344849 -1.60176265 ... 1.05325556 1.16865063 1.11535931]
1
3.568202
0.0001
3,956
3.416389
564
49.197264
908
55,269
3,687
123.15915
0
0.179116
[ 1.0029918 7.4686427 0.9075246 ... 11.612243 11.157913 10.694671 ]
0
3.568202
0.0001
3,956
14.880456
565
49.197264
908
55,269
3,687
123.15915
0.862814
0.179116
[ 1.0029918 7.46864271 0.90752459 ... 11.6122427 11.15791321 10.69467068]
1
3.568202
0.0001
3,956
14.880456
566
42.258062
607
56,091
6,053
222.45815
0
0.179539
[-1.7067974 -1.6150564 -0.6285944 ... 1.1559244 1.2611018 1.5276731]
0
3.568202
0.0001
3,956
2.712282
567
42.258062
607
56,091
6,053
222.45815
1.070345
0.179539
[-1.70679736 -1.6150564 -0.6285944 ... 1.15592444 1.26110184 1.52767313]
1
3.568202
0.0001
3,956
2.712282
568
18.677397
995
56,301
6,129
349.15384
0
0.174484
[ 1.11988175 -0.03669548 0.31682333 ... 10.80236053 10.8991127 10.62216568]
0
3.568202
0.0001
3,956
19.589508
569
18.677397
995
56,301
6,129
349.15384
1.161004
0.174484
[ 1.11988175 -0.03669548 0.31682333 ... 10.80236053 10.8991127 10.62216568]
1
3.568202
0.0001
3,956
19.589508
570
33.319322
614
56,572
7,138
352.11732
0
0.174491
[-0.13090087 2.9989903 2.3537986 ... 8.139253 8.1486845 7.299581 ]
0
3.568202
0.0001
3,956
9.307247
571
33.319322
614
56,572
7,138
352.11732
0.357204
0.174491
[-0.13090087 2.9989903 2.35379863 ... 8.13925266 8.1486845 7.29958105]
1
3.568202
0.0001
3,956
9.307247
572
-3.295385
310
55,824
4,381
338.86646
0
0.195553
[1.1159458 4.117248 4.65452 ... 9.52496 9.939688 9.380872 ]
0
3.568202
0.0001
3,956
15.367611
573
-3.295385
310
55,824
4,381
338.86646
1.047753
0.195553
[1.11594582 4.11724806 4.65452003 ... 9.52495956 9.93968773 9.38087177]
1
3.568202
0.0001
3,956
15.367611
574
8.4757
772
55,367
4,082
319.64268
0
0.189479
[1.5081292 0.4288502 0.5555554 ... 4.6881065 4.8394375 4.6989965]
0
3.568202
0.0001
3,956
12.221575
575
8.4757
772
55,367
4,082
319.64268
1.017628
0.189479
[1.50812924 0.4288502 0.5555554 ... 4.68810654 4.83943748 4.69899654]
1
3.568202
0.0001
3,956
12.221575
576
6.392987
520
55,708
4,895
241.00783
0
0.162816
[ 5.5271077 4.482665 -1.7063099 ... 14.390608 14.099672 14.266277 ]
0
3.568202
0.0001
3,956
17.674821
577
6.392987
520
55,708
4,895
241.00783
0.904761
0.162816
[ 5.52710772 4.48266506 -1.70630991 ... 14.39060783 14.09967232 14.26627731]
1
3.568202
0.0001
3,956
17.674821
578
58.214448
49
56,478
6,834
201.17227
0
0.192736
[1.81186616 3.35842538 2.01298642 ... 9.01218033 9.34523392 8.83310795]
0
3.568202
0.0001
3,956
13.711241
579
58.214448
49
56,478
6,834
201.17227
0.624303
0.192736
[1.81186616 3.35842538 2.01298642 ... 9.01218033 9.34523392 8.83310795]
1
3.568202
0.0001
3,956
13.711241
580
32.68635
662
56,540
6,872
12.227797
0
0.181465
[ 3.0082936 3.0614965 -2.9108298 ... 3.1884441 3.2802353 3.3690677]
0
3.568202
0.0001
3,956
5.47325
581
32.68635
662
56,540
6,872
12.227797
1.032889
0.181465
[ 3.00829363 3.0614965 -2.91082978 ... 3.18844414 3.28023529 3.36906767]
1
3.568202
0.0001
3,956
5.47325
582
21.306028
120
56,189
6,118
337.96238
0
0.184099
[ 4.1475716 1.631834 -0.35885584 ... 12.767379 12.264537 12.38784 ]
0
3.568202
0.0001
3,956
12.702376
583
21.306028
120
56,189
6,118
337.96238
0.883115
0.184099
[ 4.14757156 1.63183403 -0.35885584 ... 12.76737881 12.26453686 12.38784027]
1
3.568202
0.0001
3,956
12.702376
584
24.843117
496
56,279
6,465
153.37692
0
0.180645
[ 1.0413445 2.940431 0.32977772 ... 10.754303 10.546215 10.260863 ]
0
3.568202
0.0001
3,956
13.399463
585
24.843117
496
56,279
6,465
153.37692
0.419801
0.180645
[ 1.04134452 2.94043112 0.32977772 ... 10.75430298 10.54621506 10.2608633 ]
1
3.568202
0.0001
3,956
13.399463
586
22.045697
138
56,215
6,308
343.81355
0
0.194885
[-0.93308425 1.0716912 3.2682934 ... 7.31738 7.038531 7.412105 ]
0
3.568202
0.0001
3,956
13.104244
587
22.045697
138
56,215
6,308
343.81355
0.342175
0.194885
[-0.93308425 1.07169116 3.26829338 ... 7.31737995 7.03853083 7.41210508]
1
3.568202
0.0001
3,956
13.104244
588
16.172159
530
55,841
5,123
26.238718
0
0.16006
[1.97887909 3.782197 5.54225731 ... 9.08332825 9.44443893 8.91026497]
0
3.568202
0.0001
3,956
16.140841
589
16.172159
530
55,841
5,123
26.238718
0.53534
0.16006
[1.97887909 3.782197 5.54225731 ... 9.08332825 9.44443893 8.91026497]
1
3.568202
0.0001
3,956
16.140841
590
12.141852
876
55,831
5,063
330.33676
0
0.189309
[-2.312741 2.1621666 1.5085305 ... 8.842077 8.995437 8.870391 ]
0
3.568202
0.0001
3,956
14.923669
591
12.141852
876
55,831
5,063
330.33676
0.839102
0.189309
[-2.31274104 2.1621666 1.5085305 ... 8.84207726 8.99543669 8.87040273]
1
3.568202
0.0001
3,956
14.923669
592
0.451254
236
55,648
4,793
129.88122
0
0.156767
[ 3.6914043 -1.0961252 7.4238915 ... 12.648895 12.151552 12.773089 ]
0
3.568202
0.0001
3,956
14.143947
593
0.451254
236
55,648
4,793
129.88122
0.668565
0.156767
[ 3.69140434 -1.09612525 7.42389154 ... 12.64889526 12.1515522 12.77308941]
1
3.568202
0.0001
3,956
14.143947
594
33.60041
240
56,537
6,530
8.159471
0
0.189548
[1.2364007 3.26556 0.97619617 ... 7.9062343 8.066913 7.9308662 ]
0
3.568202
0.0001
3,956
14.976558
595
33.60041
240
56,537
6,530
8.159471
0.695387
0.189548
[1.23640072 3.26555991 0.97619617 ... 7.90623426 8.06691265 7.93086624]
1
3.568202
0.0001
3,956
14.976558
596
12.835752
534
56,194
6,149
352.42221
0
0.155705
[ 3.4798572 6.459982 6.755427 ... 13.209485 12.523047 12.3533945]
0
3.568202
0.0001
3,956
17.250648
597
12.835752
534
56,194
6,149
352.42221
0.898866
0.155705
[ 3.47985721 6.45998192 6.75542688 ... 13.20948505 12.52304745 12.35339451]
1
3.568202
0.0001
3,956
17.250648
598
1.582229
240
55,858
4,295
340.19868
0
0.160938
[ 2.15799904 1.98140609 1.01144826 ... 16.67292404 16.40278435 17.10697174]
0
3.568202
0.0001
3,956
22.777588
599
1.582229
240
55,858
4,295
340.19868
0.670225
0.160938
[ 2.15799904 1.98140609 1.01144826 ... 16.67292404 16.40278435 17.10697174]
1
3.568202
0.0001
3,956
22.777588