Datasets:
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 | 14.7299 | 0.0112 | 0.63 | 0.02 | 0.63 | 0.07 | 4,062 | 110 | 1.2 | 0.3 | 0.24 | 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 | 12.06 | 38.1551 | 0.2056 | 0.11 | 0 | 0.13 | 0.02 | 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 | 0.035 | 0.11 | 0 | 0.14 | 0.02 | 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 | 0.0924 | 0.21 | 0.01 | 0.25 | 0.03 | 3,188 | 104 | 3.9 | 0.7 | 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 | 7.83 | 8.6093 | 0.0065 | 0.17 | 0.01 | 0.19 | 0.02 | 3,148 | 104 | 4.1 | 0.8 | 2.65 | 34.14 | 6.39 |
1,798 | Sp0306+0432 | 03062380+0432507 | 3,499,474,928,879,104 | 46.59917 | 4.54761 | 14.59 | 12.7 | 11.34 | 10.85 | 10.27 | 38.751 | 0.0924 | 0.25 | 0.01 | 0.25 | 0.03 | 3,186 | 105 | 4 | 0.7 | 1.27 | 3.22 | 3.22 |
1,841 | Sp0310+0554 | 03101547+0554311 | 4,267,552,520,347,776 | 47.564464 | 5.908742 | 10.88 | 9.61 | 8.36 | 7.75 | 7.53 | 18.1049 | 0.0182 | 0.4 | 0.01 | 0.41 | 0.05 | 3,491 | 104 | 2.7 | 0.5 | 0.57 | 8.97 | 1.22 |
1,663 | Sp0252+0316 | 02524140+0316498 | 4,656,161,161,454,464 | 43.172456 | 3.280549 | 11.3 | 10.17 | 9.01 | 8.33 | 8.13 | 38.255 | 0.0922 | 0.57 | 0.02 | 0.55 | 0.06 | 3,870 | 105 | 1.6 | 0.4 | 0.31 | 3.31 | 0.6 |
1,601 | Sp0247+0456 | 02470843+0456179 | 5,837,071,009,282,816 | 41.785173 | 4.938456 | 15.65 | 14.1 | 12.29 | 11.82 | 11.51 | 30.6449 | 0.1051 | 0.11 | 0 | 0.15 | 0.02 | 2,954 | 104 | 5.2 | 0.9 | 2.82 | 4.44 | 8.46 |
1,647 | Sp0251+0613 | 02515065+0613414 | 6,452,209,110,182,016 | 42.96106 | 6.228202 | 12.1 | 10.68 | 9.41 | 8.77 | 8.54 | 24.6347 | 0.0281 | 0.35 | 0.01 | 0.35 | 0.04 | 3,411 | 105 | 3 | 0.6 | 0.74 | 5.97 | 1.65 |
1,734 | Sp0300+0559 | 03000408+0559273 | 6,989,977,670,532,096 | 45.017071 | 5.990926 | 13.13 | 11.63 | 10.32 | 9.76 | 9.5 | 31.2506 | 0.0879 | 0.29 | 0.01 | 0.31 | 0.04 | 3,295 | 104 | 3.5 | 0.7 | 0.92 | 4.87 | 2.16 |
1,748 | Sp0301+0829 | 03014785+0829446 | 8,684,153,290,176,000 | 45.449427 | 8.495711 | 14.59 | 13.01 | 11.57 | 11.03 | 10.73 | 30.3767 | 0.0666 | 0.16 | 0 | 0.18 | 0.02 | 3,139 | 104 | 4.2 | 0.8 | 2.22 | 5.11 | 6.12 |
1,727 | Sp0259+0828 | 02592910+0828148 | 8,777,268,181,161,216 | 44.871287 | 8.470776 | 16.79 | 14.82 | 12.99 | 12.43 | 12.02 | 38.9686 | 0.2234 | 0.11 | 0 | 0.14 | 0.02 | 2,928 | 105 | 5.4 | 1 | 2.68 | 2.23 | 7.57 |
1,735 | Sp0300+0850 | 03000444+0850303 | 8,896,496,473,276,288 | 45.018548 | 8.841819 | 14.56 | 12.81 | 11.45 | 10.82 | 10.58 | 37.6465 | 0.1145 | 0.21 | 0.01 | 0.24 | 0.03 | 3,181 | 104 | 4 | 0.7 | 1.42 | 3.47 | 3.74 |
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 | 0.1529 | 0.13 | 0 | 0.16 | 0.02 | 3,037 | 104 | 4.7 | 0.9 | 2.35 | 3.16 | 6.98 |
2,072 | Sp0331+0857 | 03315116+0857317 | 11,771,719,380,131,328 | 52.963206 | 8.958781 | 12.92 | 11.38 | 10.07 | 9.48 | 9.23 | 27.7567 | 0.0477 | 0.29 | 0.01 | 0.31 | 0.04 | 3,301 | 104 | 3.4 | 0.7 | 0.95 | 5.5 | 2.21 |
1,998 | Sp0324+0916 | 03241843+0916019 | 12,688,815,156,948,736 | 51.076814 | 9.267218 | 13.68 | 12.11 | 10.77 | 10.22 | 9.91 | 33.3658 | 0.1087 | 0.25 | 0.01 | 0.28 | 0.03 | 3,230 | 104 | 3.8 | 0.7 | 1.11 | 4.65 | 2.72 |
2,012 | Sp0325+0951 | 03254578+0951591 | 12,785,366,021,729,280 | 51.440761 | 9.866441 | 13.17 | 11.51 | 10.25 | 9.64 | 9.39 | 38.4977 | 0.1034 | 0.37 | 0.01 | 0.37 | 0.04 | 3,434 | 104 | 2.9 | 0.6 | 0.65 | 3.43 | 1.45 |
2,107 | Sp0335+1017 | 03355322+1017090 | 13,000,080,026,782,464 | 53.971811 | 10.285859 | 13.61 | 11.98 | 10.57 | 10.02 | 9.75 | 20.5435 | 0.0317 | 0.16 | 0.01 | 0.2 | 0.02 | 3,154 | 104 | 4.1 | 0.8 | 2.24 | 11.37 | 5.72 |
1,835 | Sp0310+0726 | 03100053+0726506 | 13,533,892,921,879,936 | 47.502113 | 7.447362 | 17.31 | 15.2 | 12.85 | 12.21 | 11.78 | 23.7507 | 0.0934 | 0.09 | 0 | 0.11 | 0.01 | 2,590 | 105 | 7.7 | 1.1 | 3.93 | 2.84 | 10.83 |
1,878 | Sp0313+0742 | 03133650+0742312 | 13,555,539,556,582,272 | 48.402132 | 7.708672 | 11.17 | 10.27 | 9.1 | 8.49 | 8.27 | 39.8592 | 0.0907 | 0.56 | 0.02 | 0.56 | 0.06 | 3,837 | 110 | 1.7 | 0.4 | 0.3 | 2.95 | 0.59 |
1,940 | Sp0318+1018 | 03183520+1018446 | 14,560,046,508,208,640 | 49.646686 | 10.312372 | 11.41 | 10.19 | 8.99 | 8.38 | 8.19 | 35.308 | 0.0653 | 0.53 | 0.02 | 0.53 | 0.06 | 3,779 | 104 | 1.9 | 0.4 | 0.33 | 3.6 | 0.67 |
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 | 12.5774 | 0.0123 | 0.14 | 0 | 0.16 | 0.02 | 3,103 | 104 | 4.4 | 0.8 | 3.27 | 20.07 | 8.28 |
1,806 | Sp0307+1026 | 03071634+1026382 | 15,128,081,702,947,072 | 46.818148 | 10.443988 | 15.82 | 14.08 | 12.33 | 11.81 | 11.48 | 32.5706 | 0.1348 | 0.12 | 0 | 0.15 | 0.02 | 3,001 | 105 | 4.9 | 0.9 | 2.74 | 4.38 | 8.11 |
1,783 | Sp0305+1013 | 03051393+1013223 | 15,141,997,396,965,888 | 46.308056 | 10.222869 | 12.99 | 11.43 | 10.13 | 9.52 | 9.25 | 30.4245 | 0.0727 | 0.31 | 0.01 | 0.32 | 0.04 | 3,339 | 104 | 3.3 | 0.6 | 0.86 | 4.85 | 1.99 |
1,861 | Sp0312+1118 | 03120387+1118513 | 15,674,882,579,496,576 | 48.016228 | 11.314263 | 14.14 | 12.35 | 11 | 10.39 | 10.13 | 32.9032 | 0.1078 | 0.22 | 0.01 | 0.25 | 0.03 | 3,204 | 104 | 3.9 | 0.7 | 1.33 | 4.42 | 3.37 |
1,989 | Sp0323+1141 | 03232241+1141134 | 16,302,463,200,535,040 | 50.843387 | 11.687045 | 11.1 | 9.65 | 8.39 | 7.8 | 7.56 | 17.1083 | 0.0253 | 0.38 | 0.01 | 0.39 | 0.04 | 3,451 | 104 | 2.9 | 0.6 | 0.63 | 9.94 | 1.36 |
2,042 | Sp0328+1129 | 03283463+1129515 | 16,386,404,041,502,592 | 52.144397 | 11.497692 | 16.86 | 15.04 | 12.46 | 11.78 | 11.33 | 17.8865 | 0.0526 | 0.09 | 0 | 0.11 | 0.01 | 2,511 | 105 | 8.2 | 1.1 | 4.79 | 3.51 | 13.86 |
2,036 | Sp0328+1139 | 03280269+1139118 | 16,439,043,160,641,152 | 52.011188 | 11.653301 | 11.56 | 10.49 | 9.28 | 8.66 | 8.46 | 37.4566 | 0.0641 | 0.51 | 0.02 | 0.5 | 0.06 | 3,732 | 105 | 2 | 0.4 | 0.37 | 3.12 | 0.75 |
2,052 | 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 | 0.0856 | 0.47 | 0.01 | 0.45 | 0.05 | 3,656 | 106 | 2.2 | 0.5 | 0.46 | 3.75 | 0.95 |
1,908 | 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 | 0.0797 | 0.21 | 0.01 | 0.23 | 0.03 | 3,169 | 105 | 4 | 0.8 | 1.51 | 4.57 | 3.89 |
1,909 | 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 | 0.0733 | 0.19 | 0.01 | 0.22 | 0.03 | 3,157 | 104 | 4.1 | 0.8 | 1.67 | 4.47 | 4.37 |
1,959 | Sp0320+1157 | 03201003+1157326 | 17,083,597,492,589,440 | 50.04192 | 11.959057 | 14.98 | 13 | 11.57 | 10.95 | 10.67 | 30.2456 | 0.1938 | 0.16 | 0.01 | 0.18 | 0.02 | 3,147 | 104 | 4.2 | 0.8 | 2.28 | 5.23 | 6.22 |
1,538 | Sp0239+0628 | 02390272+0628257 | 18,478,946,467,801,090 | 39.761262 | 6.473782 | 14.25 | 12.55 | 11.21 | 10.66 | 10.39 | 39.1057 | 0.1 | 0.24 | 0.01 | 0.27 | 0.03 | 3,219 | 104 | 3.8 | 0.7 | 1.14 | 3.2 | 2.89 |
1,517 | Sp0236+0652 | 02361535+0652191 | 18,565,464,288,396,416 | 39.063667 | 6.871646 | 10.32 | 8.67 | 7.33 | 6.79 | 6.57 | 7.2221 | 0.0046 | 0.25 | 0.01 | 0.29 | 0.03 | 3,245 | 104 | 3.7 | 0.7 | 1.12 | 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 | 0.0815 | 0.28 | 0.01 | 0.31 | 0.04 | 3,280 | 104 | 3.5 | 0.7 | 0.92 | 3.31 | 2.22 |
1,554 | Sp0240+0727 | 02401863+0727433 | 18,973,108,224,425,856 | 40.077641 | 7.462061 | 19.25 | 17.76 | 14.47 | 13.8 | 13.32 | 33.5059 | 0.6237 | 0.08 | 0 | 0.1 | 0.01 | 2,227 | 107 | 10.2 | 1.1 | 2.41 | 0.63 | 4.55 |
1,540 | Sp0239+0728 | 02391735+0728169 | 18,986,817,760,556,416 | 39.822221 | 7.471427 | 12.88 | 11.23 | 9.88 | 9.34 | 9.03 | 20.0296 | 0.0456 | 0.23 | 0.01 | 0.26 | 0.03 | 3,200 | 104 | 3.9 | 0.7 | 1.39 | 8.91 | 3.35 |
1,430 | Sp0227+0716 | 02271327+0716400 | 19,523,203,341,631,104 | 36.805335 | 7.277819 | 14.95 | 12.65 | 11.22 | 10.68 | 10.31 | 26.4186 | 0.1675 | 0.16 | 0.01 | 0.19 | 0.02 | 3,144 | 104 | 4.2 | 0.8 | 2.28 | 6.25 | 6.06 |
1,484 | Sp0233+0749 | 02330455+0749422 | 19,625,187,339,798,144 | 38.268958 | 7.828468 | 11.09 | 9.83 | 8.65 | 7.97 | 7.75 | 30.7632 | 0.0669 | 0.55 | 0.02 | 0.53 | 0.06 | 3,817 | 105 | 1.8 | 0.4 | 0.33 | 4.51 | 0.65 |
1,466 | Sp0231+0810 | 02311538+0810023 | 19,693,185,261,940,096 | 37.814068 | 8.1674 | 15.78 | 13.82 | 12.32 | 11.72 | 11.45 | 38.6335 | 0.1609 | 0.14 | 0 | 0.17 | 0.02 | 3,112 | 104 | 4.3 | 0.8 | 2.25 | 4.18 | 6.56 |
1,532 | Sp0237+0734 | 02375810+0734407 | 19,720,226,376,127,490 | 39.49207 | 7.577888 | 14.41 | 12.79 | 11.43 | 10.8 | 10.54 | 38.2676 | 0.1321 | 0.21 | 0.01 | 0.24 | 0.03 | 3,190 | 104 | 3.9 | 0.7 | 1.37 | 3.37 | 3.57 |
1,562 | Sp0241+0829 | 02410249+0829526 | 19,905,219,207,554,816 | 40.260433 | 8.498018 | 13.84 | 12.23 | 10.89 | 10.37 | 10.09 | 34.1676 | 0.0997 | 0.24 | 0.01 | 0.27 | 0.03 | 3,218 | 104 | 3.8 | 0.7 | 1.15 | 4.23 | 2.86 |
1,541 | Sp0239+0838 | 02391837+0838239 | 19,971,739,661,002,624 | 39.826695 | 8.640018 | 14.82 | 13.31 | 11.9 | 11.41 | 11.12 | 39.1606 | 0.1586 | 0.17 | 0.01 | 0.2 | 0.02 | 3,155 | 104 | 4.1 | 0.8 | 1.74 | 3.58 | 4.94 |
1,685 | Sp0254+0936 | 02545157+0936010 | 21,063,108,030,685,696 | 43.714893 | 9.60028 | 14.07 | 12.5 | 11.15 | 10.55 | 10.32 | 34.582 | 0.0724 | 0.22 | 0.01 | 0.25 | 0.03 | 3,196 | 104 | 3.9 | 0.7 | 1.35 | 3.97 | 3.46 |
1,644 | Sp0251+1038 | 02514284+1038420 | 22,125,575,564,953,216 | 42.928572 | 10.645015 | 9.49 | 8.57 | 7.68 | 7.11 | 6.98 | 28.9445 | 0.038 | 0.64 | 0.02 | 0.68 | 0.07 | 4,237 | 107 | 0.8 | 0.3 | 0.21 | 3.87 | 0.37 |
1,464 | Sp0231+0822 | 02310327+0822550 | 22,707,874,346,819,710 | 37.763685 | 8.381994 | 10.32 | 9.34 | 8.36 | 7.73 | 7.55 | 36.0934 | 0.059 | 0.63 | 0.02 | 0.63 | 0.07 | 4,191 | 126 | 0.9 | 0.3 | 0.24 | 3.43 | 0.43 |
1,477 | Sp0231+1042 | 02315510+1042397 | 23,642,149,992,673,024 | 37.979629 | 10.710989 | 15.08 | 13.35 | 11.93 | 11.36 | 11.08 | 37.6146 | 0.117 | 0.16 | 0.01 | 0.19 | 0.02 | 3,153 | 104 | 4.1 | 0.8 | 1.93 | 3.91 | 5.47 |
1,363 | Sp0220+0908 | 02200446+0908400 | 23,755,262,251,323,650 | 35.018504 | 9.14448 | 13.16 | 11.67 | 10.38 | 9.77 | 9.54 | 34.3968 | 0.0784 | 0.31 | 0.01 | 0.33 | 0.04 | 3,344 | 104 | 3.3 | 0.6 | 0.84 | 4.29 | 1.93 |
1,595 | Sp0246+1146 | 02461726+1146309 | 25,488,745,411,919,360 | 41.572011 | 11.775239 | 8.11 | 6.91 | 6.29 | 5.69 | 5.53 | 16.1517 | 0.012 | 0.67 | 0.02 | 0.69 | 0.07 | 4,379 | 108 | 0.6 | 0.3 | 0.2 | 5.63 | 0.35 |
1,454 | Sp0228+1205 | 02285466+1205209 | 26,283,932,836,820,096 | 37.227834 | 12.089147 | 10.98 | 9.57 | 8.37 | 7.77 | 7.58 | 25.6047 | 0.1193 | 0.51 | 0.02 | 0.52 | 0.06 | 3,752 | 105 | 1.9 | 0.4 | 0.35 | 5.27 | 0.71 |
1,488 | Sp0233+1239 | 02332761+1239538 | 26,367,903,742,260,736 | 38.365291 | 12.664948 | 12.23 | 10.8 | 9.52 | 8.92 | 8.69 | 24.6222 | 0.0444 | 0.33 | 0.01 | 0.34 | 0.04 | 3,374 | 104 | 3.1 | 0.6 | 0.79 | 5.96 | 1.77 |
1,709 | Sp0257+1047 | 02573103+1047245 | 27,360,698,317,776,640 | 44.379525 | 10.790159 | 11.9 | 10.5 | 9.16 | 8.66 | 8.43 | 16.3955 | 0.0244 | 0.24 | 0.01 | 0.29 | 0.03 | 3,233 | 104 | 3.7 | 0.7 | 1.13 | 10.92 | 2.65 |
1,786 | Sp0305+1149 | 03053063+1149356 | 27,718,413,262,305,410 | 46.377681 | 11.826535 | 11.94 | 10.57 | 9.33 | 8.71 | 8.52 | 31.5773 | 0.1187 | 0.44 | 0.01 | 0.44 | 0.05 | 3,586 | 107 | 2.4 | 0.5 | 0.48 | 4.03 | 1.03 |
1,787 | Sp0305+1149 | 03053124+1149563 | 27,718,417,553,968,896 | 46.380185 | 11.832301 | 11.56 | 10.25 | 9.03 | 8.39 | 8.16 | 31.6875 | 0.1235 | 0.5 | 0.02 | 0.48 | 0.05 | 3,702 | 105 | 2.1 | 0.4 | 0.4 | 4.19 | 0.83 |
1,794 | Sp0306+1205 | 03061500+1205548 | 27,821,118,811,895,810 | 46.562605 | 12.09851 | 14.6 | 12.68 | 11.29 | 10.68 | 10.43 | 33.6969 | 0.1074 | 0.2 | 0.01 | 0.23 | 0.03 | 3,163 | 104 | 4.1 | 0.8 | 1.53 | 4.05 | 4 |
1,974 | Sp0321+1419 | 03213402+1419143 | 30,015,331,704,220,930 | 50.392023 | 14.320521 | 14.03 | 12.56 | 11.2 | 10.67 | 10.43 | 36.7056 | 0.08 | 0.22 | 0.01 | 0.26 | 0.03 | 3,198 | 104 | 3.9 | 0.7 | 1.25 | 3.55 | 3.22 |
1,795 | Sp0306+1448 | 03061700+1448413 | 30,836,976,127,809,024 | 46.570759 | 14.811516 | 13.24 | 11.27 | 10 | 9.45 | 9.18 | 35.9252 | 0.0554 | 0.38 | 0.01 | 0.39 | 0.04 | 3,443 | 104 | 2.9 | 0.6 | 0.6 | 3.54 | 1.35 |
1,816 | Sp0307+1510 | 03074992+1510043 | 30,872,916,414,127,744 | 46.957991 | 15.167895 | 12.33 | 11.1 | 9.84 | 9.32 | 9.04 | 34.2377 | 0.0515 | 0.38 | 0.01 | 0.4 | 0.04 | 3,449 | 105 | 2.9 | 0.6 | 0.58 | 3.66 | 1.29 |
1,883 | Sp0314+1603 | 03140344+1603056 | 31,235,033,696,866,690 | 48.514299 | 16.051521 | 17.23 | 15.81 | 12.53 | 11.82 | 11.24 | 13.6185 | 0.0511 | 0.08 | 0 | 0.1 | 0.01 | 2,239 | 105 | 10.1 | 1.1 | 5.35 | 2.95 | 15.61 |
1,597 | Sp0246+1625 | 02463486+1625115 | 33,732,162,042,339,070 | 41.64449 | 16.419503 | 14.58 | 12.93 | 10.97 | 10.52 | 10.19 | 13.9947 | 0.0233 | 0.1 | 0 | 0.13 | 0.02 | 2,813 | 105 | 6.1 | 1 | 4.44 | 11.52 | 13.26 |
1,799 | Sp0306+1713 | 03062619+1713292 | 34,772,746,719,056,130 | 46.609236 | 17.224797 | 14 | 12.26 | 10.93 | 10.36 | 10.07 | 36.0935 | 0.1532 | 0.25 | 0.01 | 0.28 | 0.03 | 3,236 | 104 | 3.7 | 0.7 | 1.08 | 3.84 | 2.68 |
1,666 | Sp0253+1652 | 02530084+1652532 | 35,227,046,884,571,776 | 43.254379 | 16.88129 | 12.27 | 10.45 | 8.39 | 7.88 | 7.58 | 3.8312 | 0.0039 | 0.09 | 0 | 0.12 | 0.02 | 2,744 | 105 | 6.6 | 1 | 6.05 | 72.19 | 16.91 |
1,671 | Sp0253+1724 | 02532611+1724324 | 35,398,295,820,372,864 | 43.358871 | 17.408998 | 11.51 | 9.98 | 8.72 | 8.15 | 7.87 | 19.2023 | 0.2568 | 0.37 | 0.01 | 0.38 | 0.04 | 3,429 | 105 | 2.9 | 0.6 | 0.66 | 9.62 | 1.45 |
1,721 | Sp0259+1748 | 02590791+1748160 | 35,590,199,254,428,930 | 44.783029 | 17.804485 | 16.42 | 14.41 | 12.58 | 11.97 | 11.63 | 31.8012 | 0.138 | 0.11 | 0 | 0.13 | 0.02 | 2,931 | 105 | 5.4 | 0.9 | 3.13 | 3.39 | 9 |
2,167 | Sp0342+1104 | 03423845+1104505 | 36,429,264,066,581,760 | 55.660249 | 11.080677 | 15.02 | 13.26 | 11.78 | 11.21 | 10.91 | 31.1878 | 0.0941 | 0.15 | 0 | 0.17 | 0.02 | 3,121 | 104 | 4.3 | 0.8 | 2.4 | 5.06 | 6.79 |
2,270 | Sp0352+1115 | 03523432+1115389 | 36,629,890,579,758,590 | 58.14308 | 11.260788 | 12.63 | 11.12 | 9.86 | 9.24 | 9.01 | 34.967 | 0.0753 | 0.39 | 0.01 | 0.4 | 0.04 | 3,476 | 104 | 2.8 | 0.5 | 0.58 | 3.6 | 1.28 |
2,232 | Sp0348+1126 | 03480667+1126178 | 36,685,828,231,324,160 | 57.027736 | 11.438344 | 16.57 | 14.87 | 12.86 | 12.41 | 12.04 | 32.17 | 0.1458 | 0.1 | 0 | 0.13 | 0.02 | 2,782 | 105 | 6.3 | 1 | 2.93 | 2.52 | 8.35 |
2,235 | Sp0348+1226 | 03483188+1226132 | 36,995,924,872,102,020 | 57.132967 | 12.43682 | 15.62 | 14.19 | 12.33 | 11.78 | 11.54 | 27.7914 | 0.0965 | 0.1 | 0 | 0.13 | 0.02 | 2,899 | 104 | 5.6 | 1 | 3.24 | 4.6 | 9.77 |
2,166 | Sp0342+1216 | 03423180+1216225 | 37,414,254,686,537,340 | 55.632617 | 12.272912 | 13.24 | 11.44 | 10.16 | 9.55 | 9.28 | 32.9951 | 0.0727 | 0.33 | 0.01 | 0.34 | 0.04 | 3,376 | 104 | 3.1 | 0.6 | 0.78 | 4.29 | 1.76 |
2,158 | Sp0341+1252 | 03413345+1252149 | 38,017,646,052,130,180 | 55.389348 | 12.870593 | 12.56 | 11.28 | 10.02 | 9.44 | 9.21 | 36.0767 | 0.0669 | 0.37 | 0.01 | 0.39 | 0.04 | 3,448 | 104 | 2.9 | 0.6 | 0.61 | 3.54 | 1.36 |
2,341 | Sp0359+1325 | 03595281+1325415 | 38,535,825,266,420,350 | 59.970181 | 13.428246 | 13.73 | 12.1 | 10.76 | 10.15 | 9.89 | 34.027 | 0.0993 | 0.26 | 0.01 | 0.28 | 0.03 | 3,246 | 104 | 3.7 | 0.7 | 1.08 | 4.56 | 2.63 |
2,342 | Sp0359+1325 | 03595303+1325443 | 38,535,825,266,420,220 | 59.971063 | 13.429007 | 13.57 | 11.93 | 10.61 | 10.01 | 9.78 | 34.2248 | 0.1006 | 0.27 | 0.01 | 0.3 | 0.04 | 3,280 | 105 | 3.5 | 0.7 | 0.97 | 4.69 | 2.32 |
2,291 | Sp0355+1439 | 03552014+1439297 | 39,612,036,694,609,150 | 58.834112 | 14.658222 | 18.32 | 16.13 | 13.83 | 13.11 | 12.7 | 36.8018 | 0.3321 | 0.09 | 0 | 0.11 | 0.01 | 2,613 | 105 | 7.5 | 1.1 | 2.97 | 1.64 | 5.94 |
2,310 | Sp0357+1529 | 03570493+1529270 | 40,091,256,260,676,740 | 59.27069 | 15.490657 | 19.94 | 18.47 | 15.1 | 14.34 | 13.99 | 39.5974 | 1.0613 | 0.07 | 0 | 0.1 | 0.01 | 2,156 | 109 | 10.6 | 1.1 | 1.93 | 0.55 | 3.95 |
2,333 | Sp0359+1510 | 03590624+1510493 | 40,111,081,832,057,980 | 59.77599 | 15.180296 | 12.19 | 10.79 | 9.53 | 8.96 | 8.71 | 27.5667 | 0.0467 | 0.36 | 0.01 | 0.37 | 0.04 | 3,425 | 104 | 3 | 0.6 | 0.66 | 4.97 | 1.47 |
2,113 | Sp0336+1350 | 03362242+1350477 | 41,001,411,371,871,870 | 54.093574 | 13.846175 | 13.64 | 12.09 | 10.71 | 10.29 | 10 | 28.7989 | 0.0577 | 0.21 | 0.01 | 0.25 | 0.03 | 3,173 | 104 | 4 | 0.8 | 1.32 | 5.88 | 3.36 |
2,071 | Sp0331+1419 | 03314712+1419194 | 41,840,029,505,514,500 | 52.94642 | 14.321596 | 11.28 | 9.95 | 8.7 | 8.15 | 7.91 | 20.2213 | 0.0409 | 0.38 | 0.01 | 0.4 | 0.04 | 3,455 | 104 | 2.8 | 0.6 | 0.6 | 8.7 | 1.3 |
2,009 | Sp0325+1412 | 03252912+1412333 | 41,966,709,564,899,840 | 51.371284 | 14.209205 | 18.75 | 17.47 | 14.41 | 13.78 | 13.29 | 39.4432 | 0.668 | 0.08 | 0 | 0.11 | 0.01 | 2,391 | 106 | 9 | 1.1 | 2.33 | 0.62 | 4.36 |
1,993 | Sp0324+1423 | 03241062+1423368 | 42,017,428,834,393,470 | 51.044015 | 14.394254 | 12.87 | 11.39 | 10.13 | 9.06 | 9.09 | 30.5629 | 0.0721 | 0.34 | 0.01 | 0.31 | 0.03 | 3,452 | 104 | 2.9 | 0.6 | 0.95 | 5.21 | 2.1 |
1,994 | Sp0324+1423 | 03241062+1423368 | 42,017,428,833,731,330 | 51.044329 | 14.393426 | 12.85 | 11.39 | 10.13 | 9.06 | 9.09 | 30.5647 | 0.0455 | 0.34 | 0.01 | 0.31 | 0.03 | 3,452 | 104 | 2.9 | 0.6 | 0.95 | 5.21 | 2.1 |
2,206 | Sp0345+1442 | 03455483+1442521 | 42,793,752,764,180,740 | 56.478553 | 14.714301 | 11.06 | 9.91 | 8.77 | 8.08 | 7.92 | 36.2244 | 0.0581 | 0.58 | 0.02 | 0.57 | 0.06 | 3,944 | 105 | 1.4 | 0.4 | 0.29 | 3.79 | 0.56 |
2,215 | Sp0346+1524 | 03465952+1524170 | 42,947,680,095,257,340 | 56.748204 | 15.4047 | 13.96 | 12.09 | 10.73 | 10.16 | 9.85 | 28.3491 | 0.1064 | 0.22 | 0.01 | 0.25 | 0.03 | 3,189 | 104 | 3.9 | 0.7 | 1.42 | 6.2 | 3.56 |
2,180 | Sp0343+1640 | 03434521+1640027 | 43,335,537,119,008,900 | 55.93856 | 16.667269 | 9.92 | 8.73 | 7.53 | 6.91 | 6.69 | 17.2393 | 0.0136 | 0.52 | 0.02 | 0.51 | 0.06 | 3,752 | 104 | 1.9 | 0.4 | 0.36 | 7.14 | 0.72 |
2,182 | Sp0343+1640 | 03435253+1640198 | 43,335,880,716,390,780 | 55.969047 | 16.672029 | 9.21 | 8.17 | 7.05 | 6.41 | 6.25 | 17.2088 | 0.0119 | 0.59 | 0.02 | 0.59 | 0.06 | 3,969 | 104 | 1.4 | 0.3 | 0.27 | 6.5 | 0.51 |
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 | 0.012 | 0.17 | 0.01 | 0.2 | 0.02 | 3,155 | 104 | 4.1 | 0.8 | 2.44 | 27.48 | 5.88 |
2,227 | Sp0347+1645 | 03475438+1645235 | 43,656,796,377,403,780 | 56.976761 | 16.756636 | 11.53 | 10.46 | 9.23 | 8.68 | 8.44 | 32.4067 | 0.047 | 0.46 | 0.01 | 0.46 | 0.05 | 3,627 | 105 | 2.3 | 0.5 | 0.43 | 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 | 0.15 | 0 | 0.17 | 0.02 | 3,115 | 104 | 4.3 | 0.8 | 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 | 0.01 | 0.42 | 0.05 | 3,533 | 105 | 2.6 | 0.5 | 0.52 | 3.43 | 1.13 |
2,373 | 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 | 0.28 | 0.01 | 0.3 | 0.03 | 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 | 0.5 | 0.02 | 0.48 | 0.05 | 3,714 | 104 | 2 | 0.4 | 0.4 | 2.93 | 0.82 |
2,537 | Sp0418+1730 | 04183596+1730581 | 47,322,297,561,027,710 | 64.649964 | 17.516126 | 14.4 | 12.71 | 11.35 | 10.77 | 10.5 | 36.8899 | 0.1098 | 0.21 | 0.01 | 0.24 | 0.03 | 3,182 | 104 | 4 | 0.7 | 1.37 | 3.54 | 3.58 |
2,540 | Sp0418+1732 | 04184750+1732170 | 47,322,641,158,530,560 | 64.698083 | 17.538085 | 10.79 | 9.74 | 8.63 | 7.97 | 7.76 | 37.4711 | 0.5261 | 0.61 | 0.02 | 0.61 | 0.07 | 4,024 | 105 | 1.3 | 0.3 | 0.25 | 3.37 | 0.47 |
2,595 | Sp0423+1855 | 04230857+1855401 | 47,948,469,433,052,800 | 65.785816 | 18.927775 | 13.73 | 12.42 | 11.09 | 10.53 | 10.28 | 38.6402 | 0.0645 | 0.25 | 0.01 | 0.28 | 0.03 | 3,233 | 104 | 3.7 | 0.7 | 1.07 | 3.3 | 2.69 |
2,583 | Sp0422+1915 | 04220827+1915218 | 48,149,164,665,132,670 | 65.534335 | 19.256087 | 11.82 | 10.42 | 9.21 | 8.6 | 8.34 | 35.8345 | 0.071 | 0.51 | 0.02 | 0.5 | 0.06 | 3,721 | 105 | 2 | 0.4 | 0.37 | 3.35 | 0.76 |
2,502 | Sp0415+1935 | 04153447+1935598 | 48,664,801,258,770,430 | 63.893815 | 19.59989 | 13.99 | 12.14 | 10.79 | 10.21 | 9.91 | 29.3747 | 0.0699 | 0.22 | 0.01 | 0.25 | 0.03 | 3,193 | 104 | 3.9 | 0.7 | 1.39 | 5.69 | 3.49 |
2,534 | Sp0418+2021 | 04182074+2021379 | 49,102,063,289,298,940 | 64.586346 | 20.36055 | 10 | 8.96 | 8.14 | 7.56 | 7.42 | 36.2762 | 0.0644 | 0.65 | 0.02 | 0.68 | 0.07 | 4,274 | 108 | 0.8 | 0.3 | 0.2 | 3.29 | 0.36 |
2,576 | Sp0421+2018 | 04213829+2018102 | 49,124,190,961,270,660 | 65.409656 | 20.302816 | 14.77 | 12.9 | 11.51 | 10.9 | 10.63 | 37.3875 | 0.1508 | 0.2 | 0.01 | 0.23 | 0.03 | 3,164 | 104 | 4.1 | 0.8 | 1.48 | 3.48 | 3.92 |
2,545 | Sp0419+2143 | 04191817+2143148 | 49,518,606,397,688,700 | 64.825781 | 21.720694 | 12.78 | 11.29 | 10.02 | 9.45 | 9.2 | 33.3991 | 0.0807 | 0.35 | 0.01 | 0.36 | 0.04 | 3,408 | 104 | 3 | 0.6 | 0.69 | 4.03 | 1.55 |
2,257 | Sp0350+1818 | 03505737+1818069 | 50,667,699,128,858,620 | 57.739201 | 18.301872 | 17.23 | 14.78 | 12.97 | 12.21 | 11.78 | 36.5825 | 0.2045 | 0.12 | 0 | 0.13 | 0.02 | 2,953 | 104 | 5.2 | 0.9 | 3.22 | 2.62 | 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
- Downloads last month
- 20
Size of downloaded dataset files:
1.05 MB
Size of the auto-converted Parquet files:
1.05 MB
Number of rows:
14,168
Collections including juliensimon/brown-dwarf-catalog
Collection
Exoplanets, gravitational waves, pulsars, GRBs, FRBs, quasars, variable stars, and million-source radio/X-ray sky surveys in Parquet. • 60 items • Updated