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recno
int64
1
14.2k
spc
stringlengths
11
11
2mass
stringlengths
16
16
gaiadr2
float64
630,505B
6,917,290,163B
ra_deg
float64
0.12
360
dec_deg
float64
-88.7
89.4
g_mag
float64
5.42
21.3
imag
float64
4.67
20.3
j_mag
float64
3.55
16.6
h_mag
float64
2.9
15.6
ks_mag
float64
2.54
15.5
distance_pc
float64
1.3
40
e_dist
float64
0
15.3
mass
float64
0.04
0.72
e_mass
float64
0
0.17
radius
float64
0.07
0.76
e_radius
float64
0.01
0.42
teff_k
float64
1.28k
4.76k
e_teff
float64
90
1.36k
spectral_type
float64
0
19.2
e_sptype
float64
0.1
5.3
snr_jwst
float64
0.17
7.62
snr_tess
float64
0.3
172
snr_spc
float64
0.28
27.3
1,800
Sp0306+0157
03062676+0157538
630,505,494,719,360
46.611406
1.965175
8.45
7.59
6.49
5.84
5.65
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0.63
0.07
4,062
110
1.2
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6.45
0.44
1,828
Sp0309+0216
03090989+0216070
756,571,374,829,440
47.29114
2.2686
16.64
14.84
12.99
12.42
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2,915
105
5.5
1
2.73
2.28
7.78
1,838
Sp0310+0234
03100340+0234269
769,456,276,704,128
47.514098
2.574196
14.63
13.11
11.29
10.82
10.53
18.8251
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2,938
104
5.3
0.9
3.62
8.4
10.54
1,867
Sp0312+0409
03122376+0409081
2,729,232,673,961,216
48.099037
4.152266
13.93
12.6
11.24
10.72
10.46
36.7074
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3,188
104
3.9
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1.28
3.54
3.31
1,875
Sp0313+0446
03132299+0446293
3,179,036,008,830,848
48.345516
4.774818
12.12
10.2
8.78
8.21
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0.17
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3,148
104
4.1
0.8
2.65
34.14
6.39
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Sp0306+0432
03062380+0432507
3,499,474,928,879,104
46.59917
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10.85
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105
4
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Sp0310+0554
03101547+0554311
4,267,552,520,347,776
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5.908742
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7.75
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104
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Sp0252+0316
02524140+0316498
4,656,161,161,454,464
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3,870
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Sp0247+0456
02470843+0456179
5,837,071,009,282,816
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Sp0251+0613
02515065+0613414
6,452,209,110,182,016
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12.1
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Sp0300+0559
03000408+0559273
6,989,977,670,532,096
45.017071
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13.13
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9.76
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3,295
104
3.5
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Sp0301+0829
03014785+0829446
8,684,153,290,176,000
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14.59
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11.57
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104
4.2
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1,727
Sp0259+0828
02592910+0828148
8,777,268,181,161,216
44.871287
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16.79
14.82
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2,928
105
5.4
1
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Sp0300+0850
03000444+0850303
8,896,496,473,276,288
45.018548
8.841819
14.56
12.81
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10.82
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3,181
104
4
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1,990
Sp0323+0805
03234657+0805058
10,813,357,557,424,768
50.944077
8.084959
15.97
14.21
12.55
12.04
11.74
38.4679
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104
4.7
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Sp0331+0857
03315116+0857317
11,771,719,380,131,328
52.963206
8.958781
12.92
11.38
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9.48
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3,301
104
3.4
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0.95
5.5
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Sp0324+0916
03241843+0916019
12,688,815,156,948,736
51.076814
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13.68
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10.77
10.22
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3,230
104
3.8
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2,012
Sp0325+0951
03254578+0951591
12,785,366,021,729,280
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13.17
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9.64
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3,434
104
2.9
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Sp0335+1017
03355322+1017090
13,000,080,026,782,464
53.971811
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9.75
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3,154
104
4.1
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2.24
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1,835
Sp0310+0726
03100053+0726506
13,533,892,921,879,936
47.502113
7.447362
17.31
15.2
12.85
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11.78
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2,590
105
7.7
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3.93
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10.83
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Sp0313+0742
03133650+0742312
13,555,539,556,582,272
48.402132
7.708672
11.17
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9.1
8.49
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39.8592
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3,837
110
1.7
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2.95
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Sp0318+1018
03183520+1018446
14,560,046,508,208,640
49.646686
10.312372
11.41
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8.99
8.38
8.19
35.308
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3,779
104
1.9
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3.6
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1,825
Sp0309+1001
03090015+1001257
14,912,165,107,085,184
47.250716
10.023793
13.21
11.44
9.93
9.33
9.07
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3,103
104
4.4
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3.27
20.07
8.28
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Sp0307+1026
03071634+1026382
15,128,081,702,947,072
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10.443988
15.82
14.08
12.33
11.81
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3,001
105
4.9
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Sp0305+1013
03051393+1013223
15,141,997,396,965,888
46.308056
10.222869
12.99
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10.13
9.52
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3,339
104
3.3
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Sp0312+1118
03120387+1118513
15,674,882,579,496,576
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11.314263
14.14
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10.39
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3,204
104
3.9
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Sp0323+1141
03232241+1141134
16,302,463,200,535,040
50.843387
11.687045
11.1
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7.8
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3,451
104
2.9
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Sp0328+1129
03283463+1129515
16,386,404,041,502,592
52.144397
11.497692
16.86
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12.46
11.78
11.33
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2,511
105
8.2
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4.79
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Sp0328+1139
03280269+1139118
16,439,043,160,641,152
52.011188
11.653301
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37.4566
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3,732
105
2
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Sp0329+1142
03292523+1142112
16,442,680,997,316,096
52.355105
11.703147
12.02
10.56
9.34
8.68
8.46
33.4902
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3,656
106
2.2
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Sp0316+1054
03163003+1054376
16,893,004,023,863,552
49.125194
10.910419
14.16
12.47
11.1
10.51
10.21
31.5899
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3,169
105
4
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Sp0316+1054
03163018+1054409
16,893,004,023,863,424
49.125801
10.911326
14.32
12.66
11.26
10.67
10.36
31.7796
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3,157
104
4.1
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1.67
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1,959
Sp0320+1157
03201003+1157326
17,083,597,492,589,440
50.04192
11.959057
14.98
13
11.57
10.95
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30.2456
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3,147
104
4.2
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2.28
5.23
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1,538
Sp0239+0628
02390272+0628257
18,478,946,467,801,090
39.761262
6.473782
14.25
12.55
11.21
10.66
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39.1057
0.1
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3,219
104
3.8
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3.2
2.89
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Sp0236+0652
02361535+0652191
18,565,464,288,396,416
39.063667
6.871646
10.32
8.67
7.33
6.79
6.57
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3,245
104
3.7
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26.16
2.57
1,584
Sp0244+0622
02445113+0622554
18,614,839,233,014,784
41.213054
6.382143
13.77
12.22
10.9
10.35
10.06
39.8573
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3,280
104
3.5
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Sp0240+0727
02401863+0727433
18,973,108,224,425,856
40.077641
7.462061
19.25
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14.47
13.8
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33.5059
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Sp0239+0728
02391735+0728169
18,986,817,760,556,416
39.822221
7.471427
12.88
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3,200
104
3.9
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Sp0227+0716
02271327+0716400
19,523,203,341,631,104
36.805335
7.277819
14.95
12.65
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10.68
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26.4186
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3,144
104
4.2
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2.28
6.25
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1,484
Sp0233+0749
02330455+0749422
19,625,187,339,798,144
38.268958
7.828468
11.09
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7.97
7.75
30.7632
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3,817
105
1.8
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Sp0231+0810
02311538+0810023
19,693,185,261,940,096
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38.6335
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3,112
104
4.3
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Sp0237+0734
02375810+0734407
19,720,226,376,127,490
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Sp0241+0829
02410249+0829526
19,905,219,207,554,816
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Sp0239+0838
02391837+0838239
19,971,739,661,002,624
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Sp0254+0936
02545157+0936010
21,063,108,030,685,696
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Sp0251+1038
02514284+1038420
22,125,575,564,953,216
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Sp0231+0822
02310327+0822550
22,707,874,346,819,710
37.763685
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4,191
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Sp0231+1042
02315510+1042397
23,642,149,992,673,024
37.979629
10.710989
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37.6146
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3,153
104
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Sp0220+0908
02200446+0908400
23,755,262,251,323,650
35.018504
9.14448
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9.77
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34.3968
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104
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4.29
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Sp0246+1146
02461726+1146309
25,488,745,411,919,360
41.572011
11.775239
8.11
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108
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5.63
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Sp0228+1205
02285466+1205209
26,283,932,836,820,096
37.227834
12.089147
10.98
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25.6047
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3,752
105
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Sp0233+1239
02332761+1239538
26,367,903,742,260,736
38.365291
12.664948
12.23
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24.6222
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Sp0257+1047
02573103+1047245
27,360,698,317,776,640
44.379525
10.790159
11.9
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8.66
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16.3955
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3,233
104
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Sp0305+1149
03053063+1149356
27,718,413,262,305,410
46.377681
11.826535
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31.5773
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Sp0305+1149
03053124+1149563
27,718,417,553,968,896
46.380185
11.832301
11.56
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9.03
8.39
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31.6875
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Sp0306+1205
03061500+1205548
27,821,118,811,895,810
46.562605
12.09851
14.6
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11.29
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33.6969
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3,163
104
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4.05
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1,974
Sp0321+1419
03213402+1419143
30,015,331,704,220,930
50.392023
14.320521
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Sp0306+1448
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30,836,976,127,809,024
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Sp0307+1510
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Sp0314+1603
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31,235,033,696,866,690
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Sp0246+1625
02463486+1625115
33,732,162,042,339,070
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6.1
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Sp0306+1713
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34,772,746,719,056,130
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Sp0253+1652
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35,227,046,884,571,776
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6.6
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Sp0253+1724
02532611+1724324
35,398,295,820,372,864
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Sp0259+1748
02590791+1748160
35,590,199,254,428,930
44.783029
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Sp0342+1104
03423845+1104505
36,429,264,066,581,760
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Sp0352+1115
03523432+1115389
36,629,890,579,758,590
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Sp0348+1126
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36,685,828,231,324,160
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6.3
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Sp0348+1226
03483188+1226132
36,995,924,872,102,020
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Sp0342+1216
03423180+1216225
37,414,254,686,537,340
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Sp0341+1252
03413345+1252149
38,017,646,052,130,180
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Sp0359+1325
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38,535,825,266,420,350
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Sp0359+1325
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38,535,825,266,420,220
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Sp0355+1439
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39,612,036,694,609,150
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Sp0357+1529
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40,091,256,260,676,740
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Sp0359+1510
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40,111,081,832,057,980
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Sp0336+1350
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41,001,411,371,871,870
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28.7989
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104
4
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Sp0331+1419
03314712+1419194
41,840,029,505,514,500
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104
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Sp0325+1412
03252912+1412333
41,966,709,564,899,840
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Sp0324+1423
03241062+1423368
42,017,428,834,393,470
51.044015
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Sp0324+1423
03241062+1423368
42,017,428,833,731,330
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104
2.9
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Sp0345+1442
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42,793,752,764,180,740
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1.4
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2,215
Sp0346+1524
03465952+1524170
42,947,680,095,257,340
56.748204
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3.9
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Sp0343+1640
03434521+1640027
43,335,537,119,008,900
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1.9
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Sp0343+1640
03435253+1640198
43,335,880,716,390,780
55.969047
16.672029
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6.25
17.2088
0.0119
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3,969
104
1.4
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6.5
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2,271
Sp0352+1701
03524169+1701056
43,574,131,143,039,100
58.174051
17.017826
12.19
10.34
8.93
8.38
8.05
9.673
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3,155
104
4.1
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2.44
27.48
5.88
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Sp0347+1645
03475438+1645235
43,656,796,377,403,780
56.976761
16.756636
11.53
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32.4067
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3,627
105
2.3
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3.86
0.91
2,450
Sp0409+1622
04095712+1622417
45,506,454,107,945,340
62.488055
16.378266
15.55
13.58
12.09
11.46
11.15
34.5888
0.1553
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3,115
104
4.3
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2.42
4.66
6.99
2,476
Sp0412+1615
04122173+1615033
45,679,386,670,867,580
63.090587
16.250951
12.68
10.98
9.74
9.1
8.87
35.641
0.179
0.42
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3,533
105
2.6
0.5
0.52
3.43
1.13
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Sp0403+1652
04031219+1652141
46,380,840,731,065,980
60.800774
16.870617
13.52
12.08
10.76
10.15
9.92
36.7809
0.1061
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0.3
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3,284
104
3.5
0.7
0.96
4.08
2.31
2,406
Sp0406+1815
04060221+1815033
47,068,207,297,219,580
61.509386
18.250905
11.89
10.7
9.49
8.82
8.6
39.2648
0.0658
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0.48
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3,714
104
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2.93
0.82
2,537
Sp0418+1730
04183596+1730581
47,322,297,561,027,710
64.649964
17.516126
14.4
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10.77
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36.8899
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104
4
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Sp0418+1732
04184750+1732170
47,322,641,158,530,560
64.698083
17.538085
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37.4711
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1.3
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Sp0423+1855
04230857+1855401
47,948,469,433,052,800
65.785816
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38.6402
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Sp0422+1915
04220827+1915218
48,149,164,665,132,670
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35.8345
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Sp0415+1935
04153447+1935598
48,664,801,258,770,430
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Sp0418+2021
04182074+2021379
49,102,063,289,298,940
64.586346
20.36055
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Sp0421+2018
04213829+2018102
49,124,190,961,270,660
65.409656
20.302816
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37.3875
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4.1
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3.92
2,545
Sp0419+2143
04191817+2143148
49,518,606,397,688,700
64.825781
21.720694
12.78
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33.3991
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104
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Sp0350+1818
03505737+1818069
50,667,699,128,858,620
57.739201
18.301872
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14.78
12.97
12.21
11.78
36.5825
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0.13
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2,953
104
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8.86
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Ultracool and Brown Dwarf Catalog (40 pc)

Comprehensive catalog of 14,168 ultracool and brown dwarfs within 40 parsecs, highly relevant for JWST atmospheric characterization studies.

Dataset description

Brown dwarfs are substellar objects too low in mass to sustain hydrogen fusion. Ultracool dwarfs (spectral types M7 and later) bridge the gap between the lowest-mass stars and giant planets. This volume-complete 40 pc sample from Sebastian et al. (2021) provides the most comprehensive census of the solar neighborhood's ultracool population, including L, T, and Y dwarfs ideal for JWST follow-up.

Quick stats

  • 14,168 ultracool dwarfs within 40 pc
  • 14,168 with spectral type classification
  • 14,168 with distance estimates

Usage

from datasets import load_dataset

ds = load_dataset("juliensimon/brown-dwarf-catalog", split="train")
df = ds.to_pandas()

# T and Y dwarfs (coldest brown dwarfs)
if "spectral_type" in df.columns:
    cold = df[df["spectral_type"].str.startswith(("T", "Y"), na=False)]
    print(f"{len(cold):,} T/Y dwarfs")

# Nearest brown dwarfs
if "distance_pc" in df.columns:
    nearby = df.dropna(subset=["distance_pc"]).sort_values("distance_pc").head(20)
    print(nearby[["ra_deg", "dec_deg", "distance_pc"]].to_string())

Data source

Sebastian, D. et al. (2021), "The census of the solar neighbourhood ultracool dwarf volume-complete 40 pc sample", A&A, 645, A100. Accessed via VizieR, CDS Strasbourg.

Pipeline

Source code: juliensimon/space-datasets

License

CC-BY-4.0

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