source_id
int64
33,711B
6,917,523,844B
m1
float64
0.12
10.8
m1_lower
float64
0.05
9.02
m1_upper
float64
0.17
12.6
m2
float64
0.03
123
m2_lower
float64
0
79.4
m2_upper
float64
0.04
177
fluxratio
float64
-0.99
2
fluxratio_lower
float64
-0.99
1.56
fluxratio_upper
float64
-0.99
2.78
combination_method
large_stringclasses
10 values
m1_ref
large_stringclasses
2 values
mass_ratio
float64
0.03
122
m1_uncertainty
float64
0.11
10.8
33,711,199,137,024
0.948674
0.654218
0.999837
null
0.441358
1.844443
null
0
0.59
Orbital+M1
IsocLum
null
0.827028
148,953,761,446,272
1.253056
1.198289
1.309101
0.568873
0.523722
0.61281
-0.026846
-0.044577
-0.00948
AstroSpectroSB1+M1
IsocLum
0.453988
1.253695
301,614,079,110,400
1.011944
0.949448
1.071836
0.895374
0.827303
0.965917
null
0
0
Orbital+M1
IsocLum
0.884806
1.010642
459,149,183,944,320
0.956482
0.908769
1.00638
null
0.269368
null
null
0
null
SB1+M1
IsocLum
null
0.957575
597,382,706,948,224
1.116602
0.979712
1.17055
null
0.441798
1.847636
null
0
0.47
Orbital+M1
IsocLum
null
1.075131
858,688,517,149,056
1.221831
1.095952
1.279582
null
0.248727
1.431141
null
0
0.63
Orbital+M1
IsocLum
null
1.187767
1,059,211,950,308,608
0.988552
0.93188
1.042683
null
0.256489
null
null
0
null
SB1+M1
IsocLum
null
0.987281
1,199,159,164,766,464
1.541842
1.484358
1.597812
null
0.166775
null
null
0
null
SB1+M1
IsocLum
null
1.541085
1,718,197,372,427,264
1.435413
1.369525
1.49364
null
0.210222
null
null
0
null
SB1+M1
IsocLum
null
1.431582
1,729,398,647,131,392
0.56046
0.403414
0.610832
null
0.099239
0.78863
null
0
0.89
Orbital+M1
IsocLum
null
0.507123
2,109,382,993,763,712
0.762203
0.597026
0.811972
null
0.306048
1.676488
null
0.01
0.53
Orbital+M1
IsocLum
null
0.704499
2,168,894,060,944,000
1.574706
1.515329
1.632562
null
0.264935
null
null
0
null
SB1+M1
IsocLum
null
1.573945
2,280,631,929,850,496
0.680552
0.6306
0.73482
null
0.047541
null
null
0.1
null
SB1+M1
IsocLum
null
0.68271
2,400,203,819,405,184
1.336166
1.259388
1.399164
null
0.832449
null
null
0
null
SB1+M1
IsocLum
null
1.329276
2,436,006,666,766,080
1.020583
0.938532
1.076736
null
0.500998
1.003929
null
0
0.21
Orbital+M1
IsocLum
null
1.007634
2,445,661,753,423,360
0.781276
0.729494
0.832195
null
0.100896
null
null
0
null
SB1+M1
IsocLum
null
0.780844
2,488,955,023,504,768
0.488053
0.313998
0.538213
null
0.072384
0.654665
null
0
1
Orbital+M1
IsocLum
null
0.426105
2,523,349,121,631,616
0.974943
0.89939
1.03067
null
0.138812
1.364849
null
0
0.85
Orbital+M1
IsocLum
null
0.96503
2,747,576,478,880,512
1.230419
1.122269
1.286906
null
0.531172
1.215493
null
0
0.26
Orbital+M1
IsocLum
null
1.204587
3,019,435,024,120,576
0.645849
0.528078
0.697076
null
0.19554
1.240198
null
0
0.77
Orbital+M1
IsocLum
null
0.612577
3,067,401,218,858,880
0.911714
0.807332
0.963061
null
0.39633
0.995184
null
0
0.31
Orbital+M1
IsocLum
null
0.885196
3,205,080,690,546,176
0.846271
0.756428
0.899663
null
0.378603
1.167285
null
0
0.34
Orbital+M1
IsocLum
null
0.828045
3,334,754,343,120,640
0.635078
0.582883
0.686504
0.753606
0.630429
0.882997
null
0
0
Orbital+M1
IsocLum
1.186636
0.634694
3,616,877,859,431,808
0.933157
0.882556
0.983035
null
0.468553
0.516788
null
0.43
null
Orbital+M1
IsocLum
null
0.932795
3,679,313,799,492,864
0.38907
0.224647
0.43919
null
0.071974
0.576905
null
0
1
Orbital+M1
IsocLum
null
0.331918
4,016,657,710,743,168
1.449474
1.325544
1.505022
null
0.419778
1.523593
null
0
0.46
Orbital+M1
IsocLum
null
1.415283
4,086,614,138,103,936
1.713386
1.643953
1.779346
null
0.319361
null
null
0
null
SB1+M1
IsocLum
null
1.71165
4,161,720,230,616,448
0.95057
0.890728
1.013734
null
0.15844
null
null
0
null
SB1+M1
IsocLum
null
0.952231
4,217,146,784,087,552
0.627912
0.576064
0.678909
0.659808
0.556599
0.797883
null
0
0
Orbital+M1
IsocLum
1.050798
0.627487
4,522,634,922,724,224
0.99895
0.908432
1.051349
null
0.526282
0.99949
null
0
0.18
Orbital+M1
IsocLum
null
0.979891
4,668,565,026,975,488
0.921989
0.849628
0.977217
null
0.399308
2.034073
null
0
0.51
Orbital+M1
IsocLum
null
0.913423
5,168,082,607,675,520
0.724765
0.617866
0.77585
null
0.270429
0.825613
null
0
0.41
Orbital+M1
IsocLum
null
0.696858
5,262,679,262,932,480
1.165672
1.099973
1.236698
null
0.277288
null
null
0
null
SB1+M1
IsocLum
null
1.168336
5,276,698,036,177,024
1.167013
1.040133
1.22332
null
0.476939
2.356945
null
0
0.52
Orbital+M1
IsocLum
null
1.131726
5,335,414,533,530,496
1.539065
1.364761
1.593517
null
0.372082
2.036769
null
0
0.62
Orbital+M1
IsocLum
null
1.479139
5,423,478,543,132,672
1.079051
1.019445
1.134071
null
0.255119
null
null
0
null
SB1+M1
IsocLum
null
1.076758
5,585,660,803,658,240
0.960102
0.906597
1.016739
null
0.65699
null
null
0
null
SB1+M1
IsocLum
null
0.961668
5,632,664,925,708,672
0.832492
0.760807
0.885916
null
0.69645
2.043148
null
0
0.28
Orbital+M1
IsocLum
null
0.823361
5,644,175,438,025,984
0.754538
0.564738
0.80583
null
0.240559
1.065443
null
0
0.62
Orbital+M1
IsocLum
null
0.685284
5,671,044,753,453,696
0.859027
0.766812
0.913561
null
0.34503
1.274697
null
0
0.46
Orbital+M1
IsocLum
null
0.840186
5,774,089,608,850,176
0.891967
0.740633
0.950389
null
0.235245
1.612753
null
0
0.79
Orbital+M1
IsocLum
null
0.845511
6,051,166,538,974,208
1.69874
1.640959
1.753397
null
0.336523
null
null
0
null
SB1+M1
IsocLum
null
1.697178
6,369,956,191,594,752
1.277669
1.163476
1.343202
null
0.612804
1.398227
null
0
0.27
Orbital+M1
IsocLum
null
1.253339
6,508,937,037,748,096
1.352072
1.2812
1.407196
null
0.342869
null
null
0
null
SB1+M1
IsocLum
null
1.344198
6,785,193,630,067,968
1.17112
1.114727
1.226033
null
0.271086
null
null
0
null
SB1+M1
IsocLum
null
1.17038
6,906,346,067,416,192
1.110421
1.008646
1.164321
null
0.498449
1.167079
null
0
0.27
Orbital+M1
IsocLum
null
1.086483
7,137,140,430,003,712
1.242211
1.168087
1.314392
null
0.68958
null
null
0
null
SB1+M1
IsocLum
null
1.24124
7,326,187,710,462,720
1.128414
1.005772
1.186485
null
0.281475
1.29573
null
0
0.54
Orbital+M1
IsocLum
null
1.096128
7,339,656,727,871,232
0.884152
0.765159
0.937366
null
0.347149
1.005068
null
0
0.38
Orbital+M1
IsocLum
null
0.851262
7,623,811,764,175,616
0.780217
0.516636
0.830285
null
0.114947
0.974954
null
0
1
Orbital+M1
IsocLum
null
0.673461
7,785,921,009,746,688
0.895637
0.843805
0.951744
null
0.060253
null
null
0
null
SB1+M1
IsocLum
null
0.897774
7,971,601,035,872,640
1.504131
1.422127
1.578542
null
0.485737
null
null
0
null
SB1+M1
IsocLum
null
1.500335
8,364,156,751,237,760
0.687838
0.637879
0.74267
0.282132
0.244911
0.32157
0.034104
-0.000699
0.068773
AstroSpectroSB1+M1
IsocLum
0.410173
0.690274
8,395,973,868,963,840
1.418701
1.27309
1.472528
null
0.325352
1.717999
null
0
0.61
Orbital+M1
IsocLum
null
1.372809
8,499,499,760,858,368
0.828237
0.749338
0.883047
null
0.414786
0.911054
null
0
0.25
Orbital+M1
IsocLum
null
0.816192
8,628,662,312,765,440
0.748983
0.698162
0.800651
0.680008
0.619551
0.742687
null
0
0
Orbital+M1
IsocLum
0.907909
0.749406
9,217,382,070,037,888
0.93989
0.878138
0.998906
null
0.298157
1.119498
null
0
0.45
Orbital+M1
IsocLum
null
0.938522
9,373,478,361,282,944
0.738101
0.681174
0.798774
0.714059
0.53242
0.926351
0.292996
0.16543
0.433165
AstroSpectroSB1+M1
IsocLum
0.967428
0.739974
9,491,985,098,972,288
0.960201
0.899812
1.017146
null
0.209109
1.357575
null
0
0.69
Orbital+M1
IsocLum
null
0.958479
9,999,444,075,159,936
1.351288
1.293685
1.398959
null
0.378462
null
null
0
null
SB1+M1
IsocLum
null
1.346322
10,084,999,823,604,352
0.945216
0.884976
1.00598
1.198102
0.936964
1.501102
0.053561
-0.042577
0.157263
AstroSpectroSB1+M1
IsocLum
1.267544
0.945478
10,378,500,708,692,608
0.685871
0.636217
0.736138
null
0.426132
0.463654
null
0.32
null
Orbital+M1
IsocLum
null
0.686178
10,390,904,574,301,312
0.940465
0.844598
0.994036
null
0.392793
1.201348
null
0
0.39
Orbital+M1
IsocLum
null
0.919317
11,354,660,875,621,376
0.724191
0.676466
0.77779
null
0.40524
null
null
0
null
SB1+M1
IsocLum
null
0.727128
11,641,564,691,098,752
1.426305
1.346274
1.484106
null
0.554077
null
null
0
null
SB1+M1
IsocLum
null
1.41519
11,665,719,587,169,536
0.891999
0.836648
0.94839
null
0.17966
null
null
0
null
SB1+M1
IsocLum
null
0.892519
12,084,427,360,253,440
0.845295
0.606379
0.898945
null
0.121702
1.110066
null
0
0.98
Orbital+M1
IsocLum
null
0.752662
12,257,669,160,852,480
1.454767
1.392207
1.510564
null
0.085607
null
null
0
null
SB1+M1
IsocLum
null
1.451386
12,368,719,835,136,896
0.791833
0.743632
0.846144
null
0.284972
null
null
0
null
SB1+M1
IsocLum
null
0.794888
12,409,848,441,118,464
2.033115
1.969789
2.09011
null
0.189438
null
null
0
null
SB1+M1
IsocLum
null
2.029949
12,491,963,920,190,464
1.151184
1.086472
1.212398
null
0.375023
null
null
0
null
SB1+M1
IsocLum
null
1.149435
12,752,105,794,973,312
0.85809
0.762135
0.91152
null
0.318956
1.414169
null
0
0.53
Orbital+M1
IsocLum
null
0.836828
12,987,744,880,727,040
0.813477
0.705954
0.864263
null
0.442915
1.817576
null
0.1
0.67
Orbital+M1
IsocLum
null
0.785108
13,026,571,385,041,920
1.479172
1.402734
1.56926
null
0.344334
null
null
0
null
SB1+M1
IsocLum
null
1.485997
13,053,470,764,589,952
0.988102
0.938965
1.041711
0.596227
0.553568
0.641205
0.015371
-0.005223
0.035345
AstroSpectroSB1+M1
IsocLum
0.603406
0.990338
13,084,261,385,721,856
0.390108
0.222392
0.440405
null
0.082902
0.604011
null
0
1
Orbital+M1
IsocLum
null
0.331398
13,102,055,434,837,632
0.928537
0.878669
0.978406
null
0.417103
0.476905
null
0.31
null
Orbital+M1
IsocLum
null
0.928537
13,135,457,396,177,408
0.954088
0.902818
1.004545
null
0.416575
0.589436
null
0.66
null
Orbital+M1
IsocLum
null
0.953682
13,499,150,931,192,576
0.810023
0.740788
0.862205
null
0.483859
0.868772
null
0
0.16
Orbital+M1
IsocLum
null
0.801497
13,966,000,991,651,456
0.699063
0.648891
0.749234
null
0.528411
0.578874
null
0.21
null
Orbital+M1
IsocLum
null
0.699063
14,169,719,880,435,328
1.831746
1.7399
1.920836
null
0.382171
null
null
0
null
SB1+M1
IsocLum
null
1.830368
14,174,629,027,457,152
1.443284
1.326395
1.496914
null
0.544547
1.582063
null
0
0.37
Orbital+M1
IsocLum
null
1.411654
14,289,326,129,169,792
0.884786
0.8368
0.938062
null
0.270675
null
null
0
null
SB1+M1
IsocLum
null
0.887431
14,901,925,905,024,896
0.667172
0.548162
0.718189
null
0.308754
1.155709
null
0
0.46
Orbital+M1
IsocLum
null
0.633175
14,969,752,028,568,448
0.551246
0.380135
0.601529
null
0.104769
0.858646
null
0
1
Orbital+M1
IsocLum
null
0.490832
14,998,957,806,126,592
0.976258
0.910467
1.036966
0.578643
0.464187
0.700481
-0.017799
-0.071609
0.038261
AstroSpectroSB1+M1
IsocLum
0.592715
0.973716
15,050,772,291,601,024
0.90977
0.820761
0.968901
null
0.326305
1.095915
null
0
0.42
Orbital+M1
IsocLum
null
0.894831
15,112,035,705,147,264
0.6966
0.578608
0.748033
null
0.203838
0.868227
null
0
0.56
Orbital+M1
IsocLum
null
0.66332
15,255,418,893,384,320
0.65
0.49
0.81
null
0.183827
1.69554
null
null
null
Orbital+M1
WD
null
0.65
15,446,008,066,772,224
1.201565
1.092965
1.260679
null
0.297723
1.440133
null
0
0.57
Orbital+M1
IsocLum
null
1.176822
15,596,950,397,495,424
1.116443
1.054567
1.180037
null
0.363948
null
null
0
null
SB1+M1
IsocLum
null
1.117302
15,600,115,788,713,984
1.092611
1.01555
1.149886
null
0.372583
1.510838
null
0
0.49
Orbital+M1
IsocLum
null
1.082718
15,835,406,981,540,992
0.839225
0.67636
0.890969
null
0.059945
0.989712
null
0
1
Orbital+M1
IsocLum
null
0.783665
15,836,579,508,100,096
0.686663
0.580254
0.737035
null
0.539791
1.054859
null
0.49
0.93
Orbital+M1
IsocLum
null
0.658644
15,911,999,133,825,920
0.902785
0.756718
0.954398
null
0.066406
1.1156
null
0
1
Orbital+M1
IsocLum
null
0.855558
16,426,806,798,453,632
0.466836
0.341214
0.516722
null
0.243677
0.637584
null
0.36
1
Orbital+M1
IsocLum
null
0.428968
16,499,378,861,273,728
1.063319
0.999232
1.12387
null
0.038545
null
null
0
null
SB1+M1
IsocLum
null
1.061551
16,838,951,860,316,800
1.348983
1.177588
1.407508
null
0.576112
1.518972
null
0
0.33
Orbital+M1
IsocLum
null
1.292548
17,170,287,112,790,656
0.758463
0.612853
0.920946
1.418468
1.279708
1.567115
null
null
null
Eclipsing+SB2
null
1.870188
0.7669
17,271,472,246,493,184
0.734678
0.683579
0.789723
0.34846
0.303388
0.395089
0.024733
-0.009041
0.05865
AstroSpectroSB1+M1
IsocLum
0.474303
0.736651