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
2,900
15.620081
353
56,192
6,139
358.21296
0
0.750957
[-1.2139834 -3.102473 1.1816008 ... 1.3121805 1.3730017 1.3843983]
0
3.568202
0.0001
3,956
2.040199
2,901
15.620081
353
56,192
6,139
358.21296
0.95404
0.750957
[-1.21398342 -3.10247302 1.18160081 ... 1.31218052 1.37300169 1.38439834]
1
3.568202
0.0001
3,956
2.040199
2,902
32.609967
357
56,304
6,597
19.614838
0
0.770352
[-0.81016177 1.3677046 1.392434 ... 1.8214077 1.5948485 1.7043275 ]
0
3.568202
0.0001
3,956
2.03267
2,903
32.609967
357
56,304
6,597
19.614838
1.161212
0.770352
[-0.81016177 1.36770463 1.392434 ... 1.82140768 1.59484851 1.70432746]
1
3.568202
0.0001
3,956
2.03267
2,904
23.623486
603
56,566
6,519
352.85508
0
0.770459
[ 2.3922713 1.6876557 -1.7772365 ... 1.377533 1.3859257 1.6206955]
0
3.568202
0.0001
3,956
2.019312
2,905
23.623486
603
56,566
6,519
352.85508
1.184347
0.770459
[ 2.39227128 1.68765569 -1.77723646 ... 1.37753296 1.38592565 1.62069547]
1
3.568202
0.0001
3,956
2.019312
2,906
37.82558
29
56,046
5,173
221.40431
0
0.766476
[0.4047494 3.1088402 0.06349793 ... 1.6435219 1.2375712 1.4638945 ]
0
3.568202
0.0001
3,956
2.101062
2,907
37.82558
29
56,046
5,173
221.40431
0.895379
0.766476
[0.40474939 3.10884023 0.06349793 ... 1.6435219 1.23757124 1.46389464]
1
3.568202
0.0001
3,956
2.101062
2,908
1.40616
89
57,043
7,830
35.012068
0
0.769234
[0.20868795 0.40846708 1.87079275 ... 1.62454653 1.62093949 1.26934457]
0
3.568202
0.0001
3,956
2.230649
2,909
1.40616
89
57,043
7,830
35.012068
1.063639
0.769234
[0.20868795 0.40846708 1.87079275 ... 1.62454653 1.62093949 1.26934457]
1
3.568202
0.0001
3,956
2.230649
2,910
20.712205
1
56,043
5,900
219.24294
0
0.759179
[2.0257470e-03 1.5033723e+00 4.0074587e+00 ... 1.5295372e+00 2.1244786e+00 2.4271002e+00]
0
3.568202
0.0001
3,956
2.124807
2,911
20.712205
1
56,043
5,900
219.24294
0.931229
0.759179
[2.02574697e-03 1.50337231e+00 4.00745869e+00 ... 1.52953720e+00 2.12447858e+00 2.42710018e+00]
1
3.568202
0.0001
3,956
2.124807
2,912
-0.125975
393
55,479
4,218
2.808199
0
0.752078
[ 0.9389224 -0.82889867 -0.5009539 ... 1.394999 1.4973105 1.557273 ]
0
3.568202
0.0001
3,956
2.260152
2,913
-0.125975
393
55,479
4,218
2.808199
1.025837
0.752078
[ 0.93892241 -0.82889867 -0.50095391 ... 1.39499903 1.49731052 1.55727303]
1
3.568202
0.0001
3,956
2.260152
2,914
19.004098
143
55,588
4,486
124.52019
0
0.795962
[-0.05145097 2.2430685 3.7995908 ... 1.7870182 1.8273736 1.9628478 ]
0
3.568202
0.0001
3,956
2.177025
2,915
19.004098
143
55,588
4,486
124.52019
1.197996
0.795962
[-0.05145097 2.24306846 3.79959083 ... 1.78701818 1.82737362 1.96284783]
1
3.568202
0.0001
3,956
2.177025
2,916
54.064452
671
56,393
6,739
211.02445
0
0.777093
[-0.5890016 -0.5068807 -1.6848556 ... 1.3787608 1.2890851 1.6484951]
0
3.568202
0.0001
3,956
2.498962
2,917
54.064452
671
56,393
6,739
211.02445
1.015073
0.777093
[-0.5890016 -0.5068807 -1.68485558 ... 1.37876081 1.28908515 1.64849508]
1
3.568202
0.0001
3,956
2.498962
2,918
20.446601
239
56,027
5,872
154.84809
0
0.796233
[ 0.16881286 -0.72074509 -0.80597663 ... 1.34369922 1.13003159 1.48461819]
0
3.568202
0.0001
3,956
2.357379
2,919
20.446601
239
56,027
5,872
154.84809
0.927417
0.796233
[ 0.16881286 -0.72074509 -0.80597663 ... 1.34369922 1.13003159 1.48461819]
1
3.568202
0.0001
3,956
2.357379
2,920
41.846787
627
55,947
4,641
138.33386
0
0.752654
[2.8621743 3.0964544 0.7940937 ... 1.5592515 1.8453317 2.1287684]
0
3.568202
0.0001
3,956
2.354912
2,921
41.846787
627
55,947
4,641
138.33386
1.077494
0.752654
[2.86217427 3.09645438 0.79409373 ... 1.55925155 1.84533167 2.12876844]
1
3.568202
0.0001
3,956
2.354912
2,922
31.61533
715
58,162
10,663
126.55398
0
0.750776
[0.01426849 0.39769858 0.9279146 ... 1.0312829 1.0024803 1.0462316 ]
0
3.568202
0.0001
3,956
2.044193
2,923
31.61533
715
58,162
10,663
126.55398
0.962111
0.750776
[0.01426849 0.39769858 0.92791462 ... 1.0312829 1.00248027 1.04623163]
1
3.568202
0.0001
3,956
2.044193
2,924
0.001489
947
57,687
9,240
338.5823
0
0.766256
[3.1862075 5.4725766 7.0778246 ... 0.76087296 0.7897709 0.8429053 ]
0
3.568202
0.0001
3,956
2.394785
2,925
0.001489
947
57,687
9,240
338.5823
1.006842
0.766256
[3.18620753 5.47257662 7.07782459 ... 0.76087296 0.7897709 0.84290528]
1
3.568202
0.0001
3,956
2.394785
2,926
13.324048
813
56,013
5,448
210.17509
0
0.78297
[ 2.9179904 0.8899231 -0.6165766 ... 1.241756 1.2407426 1.1577071]
0
3.568202
0.0001
3,956
2.039032
2,927
13.324048
813
56,013
5,448
210.17509
1.188216
0.78297
[ 2.91799045 0.8899231 -0.61657661 ... 1.24175596 1.24074256 1.1577071 ]
1
3.568202
0.0001
3,956
2.039032
2,928
31.567727
870
55,364
3,875
224.66326
0
0.753717
[-1.21524239 0.30759788 0.4202075 ... 1.16099441 1.04480159 0.94811237]
0
3.568202
0.0001
3,956
2.247558
2,929
31.567727
870
55,364
3,875
224.66326
1.139814
0.753717
[-1.21524239 0.30759788 0.4202075 ... 1.16099441 1.04480159 0.94811237]
1
3.568202
0.0001
3,956
2.247558
2,930
57.824615
876
56,429
6,830
199.06267
0
0.78177
[-0.8440527 1.8412921 1.2022576 ... 1.6861473 1.7146299 1.4190986]
0
3.568202
0.0001
3,956
2.420823
2,931
57.824615
876
56,429
6,830
199.06267
0.949872
0.78177
[-0.84405267 1.84129214 1.20225763 ... 1.68614733 1.71462989 1.41909862]
1
3.568202
0.0001
3,956
2.420823
2,932
22.948198
127
57,042
7,681
19.401626
0
0.756105
[-1.2004428 -0.27707574 -0.29273266 ... 1.3193032 1.4572495 1.4058505 ]
0
3.568202
0.0001
3,956
2.585033
2,933
22.948198
127
57,042
7,681
19.401626
0.918748
0.756105
[-1.20044279 -0.27707574 -0.29273266 ... 1.31930315 1.45724952 1.40585053]
1
3.568202
0.0001
3,956
2.585033
2,934
30.315766
29
58,158
10,662
125.84343
0
0.768481
[-0.6151839 -1.0827992 0.23040901 ... 1.189368 1.4302611 1.3019648 ]
0
3.568202
0.0001
3,956
2.060177
2,935
30.315766
29
58,158
10,662
125.84343
1.099761
0.768481
[-0.61518389 -1.0827992 0.23040901 ... 1.18936801 1.43026114 1.30196476]
1
3.568202
0.0001
3,956
2.060177
2,936
11.339827
989
56,220
6,195
8.598355
0
0.772286
[-1.1099492 3.635565 1.0755376 ... 1.9685504 1.918453 1.773238 ]
0
3.568202
0.0001
3,956
3.104193
2,937
11.339827
989
56,220
6,195
8.598355
0.881954
0.772286
[-1.10994923 3.63556504 1.07553756 ... 1.96855044 1.91845298 1.77323794]
1
3.568202
0.0001
3,956
3.104193
2,938
4.198096
419
55,924
4,796
141.35444
0
0.751428
[-1.37731373 -2.45360398 0.1963689 ... 1.48159695 1.31634033 1.16848421]
0
3.568202
0.0001
3,956
2.391107
2,939
4.198096
419
55,924
4,796
141.35444
1.066758
0.751428
[-1.37731373 -2.45360398 0.1963689 ... 1.48159695 1.31634033 1.16848421]
1
3.568202
0.0001
3,956
2.391107
2,940
35.060917
809
58,162
10,247
187.86704
0
0.754351
[0.9819535 0.90932864 1.5606081 ... 0.853779 1.0683237 0.9651117 ]
0
3.568202
0.0001
3,956
2.64442
2,941
35.060917
809
58,162
10,247
187.86704
1.163797
0.754351
[0.9819535 0.90932864 1.56060815 ... 0.85377902 1.06832373 0.96511167]
1
3.568202
0.0001
3,956
2.64442
2,942
25.517325
187
56,339
5,987
192.82527
0
0.778143
[ 1.1270788 -1.2951475 -3.33665 ... 1.4390769 0.7455142 1.2162036]
0
3.568202
0.0001
3,956
2.008469
2,943
25.517325
187
56,339
5,987
192.82527
1.144033
0.778143
[ 1.12707877 -1.29514754 -3.33664989 ... 1.4390769 0.74551421 1.21620357]
1
3.568202
0.0001
3,956
2.008469
2,944
-0.13123
266
55,298
3,847
186.47841
0
0.77382
[ 0.5050697 -1.8143734 0.1586095 ... 0.74135107 1.0427954 1.1560019 ]
0
3.568202
0.0001
3,956
2.01453
2,945
-0.13123
266
55,298
3,847
186.47841
1.083795
0.77382
[ 0.50506967 -1.81437337 0.15860949 ... 0.74135107 1.04279542 1.15600193]
1
3.568202
0.0001
3,956
2.01453
2,946
2.14835
237
55,506
4,273
27.781937
0
0.79302
[ 1.0124456 0.5527392 -0.02477715 ... 2.1331894 1.9915347 1.9213579 ]
0
3.568202
0.0001
3,956
2.867546
2,947
2.14835
237
55,506
4,273
27.781937
1.077966
0.79302
[ 1.01244557 0.5527392 -0.02477715 ... 2.13318944 1.99153471 1.92135787]
1
3.568202
0.0001
3,956
2.867546
2,948
0.596949
801
55,476
4,193
321.53193
0
0.753369
[2.60177135 1.47889984 1.92356038 ... 1.51647413 1.54774559 1.66488028]
0
3.568202
0.0001
3,956
2.572317
2,949
0.596949
801
55,476
4,193
321.53193
0.902506
0.753369
[2.60177135 1.47889984 1.92356038 ... 1.51647413 1.54774559 1.66488028]
1
3.568202
0.0001
3,956
2.572317
2,950
9.876498
409
55,987
5,445
207.94638
0
0.766834
[1.9163238 3.4558046 1.8461041 ... 1.5599366 1.0791239 1.293477 ]
0
3.568202
0.0001
3,956
2.168752
2,951
9.876498
409
55,987
5,445
207.94638
1.055669
0.766834
[1.91632378 3.45580459 1.84610415 ... 1.55993664 1.07912385 1.29347706]
1
3.568202
0.0001
3,956
2.168752
2,952
6.415103
217
58,398
11,081
27.198512
0
0.750469
[ 6.473069 2.2568512 -1.9506782 ... 0.43935233 0.91013956 1.0488825 ]
0
3.568202
0.0001
3,956
2.029372
2,953
6.415103
217
58,398
11,081
27.198512
1.006484
0.750469
[ 6.47306919 2.2568512 -1.95067823 ... 0.43935233 0.91013956 1.04888248]
1
3.568202
0.0001
3,956
2.029372
2,954
33.468085
755
55,736
4,719
230.78526
0
0.759058
[-1.6606156 3.5689144 -1.4019121 ... 1.4778206 1.659499 1.8272561]
0
3.568202
0.0001
3,956
2.384759
2,955
33.468085
755
55,736
4,719
230.78526
1.061085
0.759058
[-1.66061556 3.56891441 -1.40191209 ... 1.47782063 1.65949905 1.82725608]
1
3.568202
0.0001
3,956
2.384759
2,956
61.806663
544
56,485
6,798
239.04218
0
0.770704
[-0.72771937 -1.2832214 -0.48396325 ... 1.0033652 1.0952439 1.5713087 ]
0
3.568202
0.0001
3,956
2.116221
2,957
61.806663
544
56,485
6,798
239.04218
1.146011
0.770704
[-0.72771937 -1.28322136 -0.48396325 ... 1.00336516 1.09524393 1.57130873]
1
3.568202
0.0001
3,956
2.116221
2,958
3.710808
135
55,507
4,319
335.70484
0
0.773879
[-2.53838921 -1.06052077 3.76990342 ... 1.09857166 1.23130643 1.35097122]
0
3.568202
0.0001
3,956
2.086002
2,959
3.710808
135
55,507
4,319
335.70484
0.919205
0.773879
[-2.53838921 -1.06052077 3.76990342 ... 1.09857166 1.23130643 1.35097122]
1
3.568202
0.0001
3,956
2.086002
2,960
5.290507
475
55,883
4,409
347.86068
0
0.797938
[-1.2305044 -1.4846618 0.40927023 ... 1.3886862 1.090541 0.9274812 ]
0
3.568202
0.0001
3,956
2.488302
2,961
5.290507
475
55,883
4,409
347.86068
1.155064
0.797938
[-1.23050439 -1.48466182 0.40927023 ... 1.38868618 1.09054101 0.92748117]
1
3.568202
0.0001
3,956
2.488302
2,962
26.576745
50
57,801
9,612
128.4407
0
0.758016
[ 1.5747792 -0.13075355 -0.94993377 ... 0.45776793 0.64902765 0.20961319]
0
3.568202
0.0001
3,956
2.345096
2,963
26.576745
50
57,801
9,612
128.4407
1.140324
0.758016
[ 1.57477915 -0.13075355 -0.94993377 ... 0.45776793 0.64902765 0.20961319]
1
3.568202
0.0001
3,956
2.345096
2,964
50.37391
375
57,482
8,401
222.66592
0
0.766792
[ 0.18542214 -0.0556339 -1.9659929 ... 1.6639158 1.5744667 1.4440924 ]
0
3.568202
0.0001
3,956
2.198369
2,965
50.37391
375
57,482
8,401
222.66592
0.936578
0.766792
[ 0.18542214 -0.0556339 -1.96599293 ... 1.66391575 1.57446671 1.44409239]
1
3.568202
0.0001
3,956
2.198369
2,966
30.302016
801
58,135
10,437
134.89991
0
0.755165
[1.1978501 2.423141 1.7535703 ... 0.7382573 0.92117345 1.2125866 ]
0
3.568202
0.0001
3,956
2.189683
2,967
30.302016
801
58,135
10,437
134.89991
0.881826
0.755165
[1.19785011 2.423141 1.75357032 ... 0.73825729 0.92117345 1.21258664]
1
3.568202
0.0001
3,956
2.189683
2,968
-0.585713
111
55,450
4,241
42.878608
0
0.761063
[-2.40458393 0.9023934 5.1305728 ... 0.67946321 0.67603654 0.42451274]
0
3.568202
0.0001
3,956
2.050707
2,969
-0.585713
111
55,450
4,241
42.878608
1.014963
0.761063
[-2.40458393 0.9023934 5.1305728 ... 0.67946321 0.67603654 0.42451274]
1
3.568202
0.0001
3,956
2.050707
2,970
20.025676
653
56,211
6,124
351.1596
0
0.771887
[ 2.75566 -0.8179246 6.106847 ... 1.122188 1.3737187 1.5113213]
0
3.568202
0.0001
3,956
2.081232
2,971
20.025676
653
56,211
6,124
351.1596
0.928318
0.771887
[ 2.75566006 -0.81792462 6.10684681 ... 1.12218797 1.37371874 1.51132131]
1
3.568202
0.0001
3,956
2.081232
2,972
-1.261546
31
57,680
9,222
322.78069
0
0.784838
[0.05978232 0.545078 0.5180877 ... 0.34554884 0.3643719 0.30220768]
0
3.568202
0.0001
3,956
2.135927
2,973
-1.261546
31
57,680
9,222
322.78069
1.031834
0.784838
[0.05978232 0.54507798 0.51808769 ... 0.34554884 0.3643719 0.30220768]
1
3.568202
0.0001
3,956
2.135927
2,974
28.204596
303
55,715
5,000
256.97313
0
0.753948
[-0.14894517 -0.5186675 0.83530015 ... 1.5550083 1.2518227 1.2940625 ]
0
3.568202
0.0001
3,956
2.322333
2,975
28.204596
303
55,715
5,000
256.97313
1.037071
0.753948
[-0.14894517 -0.51866752 0.83530015 ... 1.55500829 1.25182271 1.2940625 ]
1
3.568202
0.0001
3,956
2.322333
2,976
4.256747
871
55,542
3,820
138.44486
0
0.770197
[-0.2033205 -2.4022481 -2.866721 ... 2.209306 1.4655879 1.8409003]
0
3.568202
0.0001
3,956
2.493867
2,977
4.256747
871
55,542
3,820
138.44486
0.968265
0.770197
[-0.2033205 -2.40224814 -2.86672091 ... 2.209306 1.46558785 1.8409003 ]
1
3.568202
0.0001
3,956
2.493867
2,978
3.024069
875
55,484
4,263
38.472548
0
0.763463
[ 2.01297784 2.86952305 -0.26860672 ... 1.04941583 1.47028697 1.14620292]
0
3.568202
0.0001
3,956
2.346461
2,979
3.024069
875
55,484
4,263
38.472548
0.915694
0.763463
[ 2.01297784 2.86952305 -0.26860672 ... 1.04941583 1.47028697 1.14620292]
1
3.568202
0.0001
3,956
2.346461
2,980
-4.579102
739
56,573
7,050
26.358125
0
0.772708
[-0.11978018 -0.7845057 -0.35962483 ... 1.1657223 1.1606358 1.0464624 ]
0
3.568202
0.0001
3,956
2.794105
2,981
-4.579102
739
56,573
7,050
26.358125
0.990919
0.772708
[-0.11978018 -0.78450572 -0.35962483 ... 1.16572225 1.16063583 1.04646242]
1
3.568202
0.0001
3,956
2.794105
2,982
59.83176
57
56,683
7,096
163.33078
0
0.790085
[2.6346104 0.6340033 0.6440401 ... 1.3802782 1.271995 1.2937444]
0
3.568202
0.0001
3,956
2.600786
2,983
59.83176
57
56,683
7,096
163.33078
1.046746
0.790085
[2.63461041 0.63400328 0.64404011 ... 1.38027823 1.27199495 1.29374444]
1
3.568202
0.0001
3,956
2.600786
2,984
32.014364
599
55,739
5,011
235.85527
0
0.770455
[1.0677196 3.5281115 2.8793435 ... 1.1837316 1.6121247 1.2902077]
0
3.568202
0.0001
3,956
2.274078
2,985
32.014364
599
55,739
5,011
235.85527
1.107123
0.770455
[1.06771958 3.52811146 2.87934351 ... 1.18373156 1.61212468 1.29020774]
1
3.568202
0.0001
3,956
2.274078
2,986
57.766088
281
56,625
7,095
162.09053
0
0.771121
[ 0.43707514 0.47586322 -0.32325223 ... 1.562834 1.5616883 1.0465357 ]
0
3.568202
0.0001
3,956
2.883891
2,987
57.766088
281
56,625
7,095
162.09053
1.166682
0.771121
[ 0.43707514 0.47586322 -0.32325223 ... 1.56283402 1.5616883 1.04653573]
1
3.568202
0.0001
3,956
2.883891
2,988
18.573173
133
55,359
4,060
246.69862
0
0.764628
[0.57309544 0.55126375 0.22113028 ... 1.18147218 1.27252841 1.02415419]
0
3.568202
0.0001
3,956
2.627746
2,989
18.573173
133
55,359
4,060
246.69862
0.896738
0.764628
[0.57309544 0.55126375 0.22113028 ... 1.18147218 1.27252841 1.02415419]
1
3.568202
0.0001
3,956
2.627746
2,990
15.341102
523
56,017
5,441
205.57864
0
0.753902
[-2.218555 -0.7369586 -1.7678521 ... 1.6372199 1.7990044 1.8778963]
0
3.568202
0.0001
3,956
2.555763
2,991
15.341102
523
56,017
5,441
205.57864
1.151778
0.753902
[-2.21855497 -0.73695862 -1.76785207 ... 1.63721991 1.79900444 1.87789631]
1
3.568202
0.0001
3,956
2.555763
2,992
1.072009
753
55,499
4,200
333.21573
0
0.755421
[0.30469564 3.0427346 1.8535712 ... 1.032391 1.0289243 1.1352895 ]
0
3.568202
0.0001
3,956
2.755609
2,993
1.072009
753
55,499
4,200
333.21573
0.898224
0.755421
[0.30469564 3.04273462 1.85357118 ... 1.03239095 1.02892435 1.13528955]
1
3.568202
0.0001
3,956
2.755609
2,994
30.391844
445
56,062
5,194
250.75054
0
0.774984
[-0.6433794 0.6786746 0.1292279 ... 1.6754009 2.0475547 1.8664316]
0
3.568202
0.0001
3,956
3.4019
2,995
30.391844
445
56,062
5,194
250.75054
1.072218
0.774984
[-0.64337939 0.67867458 0.12922791 ... 1.67540085 2.04755473 1.86643159]
1
3.568202
0.0001
3,956
3.4019
2,996
27.311446
277
55,382
3,872
227.14975
0
0.789404
[-0.02999194 -0.71720326 -0.5121056 ... 1.7965932 1.753857 1.9092952 ]
0
3.568202
0.0001
3,956
3.035742
2,997
27.311446
277
55,382
3,872
227.14975
0.931582
0.789404
[-0.02999194 -0.71720326 -0.51210558 ... 1.79659319 1.75385702 1.9092952 ]
1
3.568202
0.0001
3,956
3.035742
2,998
28.232622
995
57,359
7,674
14.21262
0
0.767521
[1.79173851 3.32791257 1.50252068 ... 1.30261469 1.11029196 0.95090711]
0
3.568202
0.0001
3,956
2.021541
2,999
28.232622
995
57,359
7,674
14.21262
1.041626
0.767521
[1.79173851 3.32791257 1.50252068 ... 1.30261469 1.11029196 0.95090711]
1
3.568202
0.0001
3,956
2.021541