Multimodal Universe 💫
Collection
Pre-compiled crossmatches to aid the use of the Multimodal Universe 💪 🦾
•
8 items
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Updated
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SPECTROFLUX_I
float32 | SPECTROFLUX_IVAR_Z
float32 | corrections
dict | SPECTROSYNFLUX_IVAR_U
float32 | SPECTROFLUX_IVAR_I
float32 | SPECTROSYNFLUX_IVAR_Z
float32 | SPECTROFLUX_Z
float32 | ZWARNING
bool | photometry
dict | SPECTROFLUX_U
float32 | radial_velocity
dict | SPECTROFLUX_IVAR_R
float32 | SPECTROSYNFLUX_IVAR_R
float32 | dec
float32 | astrometry
dict | VDISP_ERR
float32 | ra
float32 | flags
dict | SPECTROSYNFLUX_I
float32 | SPECTROSYNFLUX_IVAR_I
float32 | sdss_object_id
string | gaia_object_id
int64 | gspphot
dict | Z_ERR
float32 | Z
float32 | SPECTROFLUX_R
float32 | SPECTROSYNFLUX_G
float32 | SPECTROSYNFLUX_IVAR_G
float32 | spectral_coefficients
dict | VDISP
float32 | SPECTROFLUX_IVAR_U
float32 | SPECTROSYNFLUX_U
float32 | SPECTROFLUX_G
float32 | SPECTROFLUX_IVAR_G
float32 | SPECTROSYNFLUX_Z
float32 | SPECTROSYNFLUX_R
float32 | healpix
int64 | spectrum
dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
515.047363 | 0.675116 | {"ecl_lat":-14.893582344055176,"ecl_lon":41.6845817565918,"nu_eff_used_in_astrometry":1.553687095642(...TRUNCATED) | 2.979462 | 1.465873 | 0.955693 | 543.79657 | false | {"phot_g_mean_mag":15.914417266845703,"phot_g_mean_flux":8112.970703125,"phot_g_mean_flux_error":3.8(...TRUNCATED) | 151.556259 | {"radial_velocity":null,"radial_velocity_error":null,"rv_template_fe_h":null,"rv_template_logg":null(...TRUNCATED) | 2.874161 | 2.762851 | 1.136303 | {"ra":43.79092025756836,"ra_error":0.039949484169483185,"dec":1.136303424835205,"dec_error":0.033433(...TRUNCATED) | 0 | 43.79092 |
{
"ruwe": 1.1170618534088135
}
| 516.091553 | 1.749405 |
b' 461744612499810304'
| 370,367,915,552,640 | {"ag_gspphot":0.11710000038146973,"ag_gspphot_lower":0.09059999883174896,"ag_gspphot_upper":0.152799(...TRUNCATED) | 0.000009 | 0.00017 | 450.237061 | 305.183411 | 3.484305 | {"coeff":[532.6694946289062,-90.0843276977539,0.3259369432926178,1.3677865266799927,-3.8639161586761(...TRUNCATED) | 0 | 1.097517 | 148.085739 | 304.58728 | 3.35799 | 536.858337 | 448.907166 | 0 | {"flux":[1.2479684352874756,1.2475711107254028,3.6740880012512207,6.099064826965332,3.45270800590515(...TRUNCATED) |
79.19001 | 0.675116 | {"ecl_lat":-15.3863525390625,"ecl_lon":42.06471252441406,"nu_eff_used_in_astrometry":1.7588810920715(...TRUNCATED) | 2.979462 | 1.465873 | 0.955693 | 64.844734 | false | {"phot_g_mean_mag":17.467531204223633,"phot_g_mean_flux":1940.5919189453125,"phot_g_mean_flux_error"(...TRUNCATED) | 102.256996 | {"radial_velocity":null,"radial_velocity_error":null,"rv_template_fe_h":null,"rv_template_logg":null(...TRUNCATED) | 2.874161 | 2.762851 | 0.774346 | {"ra":44.28742980957031,"ra_error":0.10154065489768982,"dec":0.7743462920188904,"dec_error":0.095785(...TRUNCATED) | 0 | 44.28743 |
{
"ruwe": 0.9777696132659912
}
| 78.798485 | 1.749405 |
b' 461758081517250560'
| 288,175,125,714,560 | {"ag_gspphot":null,"ag_gspphot_lower":null,"ag_gspphot_upper":null,"azero_gspphot":null,"azero_gspph(...TRUNCATED) | 0.000022 | -0.000079 | 98.38166 | 124.529533 | 3.484305 | {"coeff":[143.48231506347656,-62.22425079345703,8.690906524658203,-2.643094062805176,3.1529662609100(...TRUNCATED) | 0 | 1.097517 | 88.454857 | 124.63192 | 3.35799 | 65.133743 | 98.266556 | 0 | {"flux":[-0.9895347952842712,-0.9891899228096008,-1.8681154251098633,-2.746429920196533,1.2032333612(...TRUNCATED) |
48.470493 | 0.675116 | {"ecl_lat":-14.92529010772705,"ecl_lon":41.933631896972656,"nu_eff_used_in_astrometry":1.58238363265(...TRUNCATED) | 2.979462 | 1.465873 | 0.955693 | 49.238472 | false | {"phot_g_mean_mag":18.761568069458008,"phot_g_mean_flux":589.2774047851562,"phot_g_mean_flux_error":(...TRUNCATED) | 26.225351 | {"radial_velocity":null,"radial_velocity_error":null,"rv_template_fe_h":null,"rv_template_logg":null(...TRUNCATED) | 2.874161 | 2.762851 | 1.177391 | {"ra":44.03021240234375,"ra_error":0.1885601133108139,"dec":1.1773911714553833,"dec_error":0.1809121(...TRUNCATED) | 0 | 44.030212 |
{
"ruwe": 1.0371954441070557
}
| 47.901772 | 1.749405 |
b' 461763853953296384'
| 365,518,896,832,384 | {"ag_gspphot":0.004800000227987766,"ag_gspphot_lower":0.0010999999940395355,"ag_gspphot_upper":0.012(...TRUNCATED) | 0.000317 | 1.348582 | 44.980164 | 31.176655 | 3.484305 | {"coeff":[34.77875518798828,-5.947607040405273,2.525420904159546,-0.9251161813735962,0.7120931148529(...TRUNCATED) | 0 | 1.097517 | 25.155365 | 31.400915 | 3.35799 | 48.899883 | 44.77243 | 0 | {"flux":[4.194606304168701,4.193427085876465,4.192249774932861,4.191074371337891,1.8521639108657837,(...TRUNCATED) |
260.033936 | 0.675116 | {"ecl_lat":-15.564329147338867,"ecl_lon":42.783958435058594,"nu_eff_used_in_astrometry":1.3640547990(...TRUNCATED) | 2.979462 | 1.465873 | 0.955693 | 350.072662 | true | {"phot_g_mean_mag":16.909011840820312,"phot_g_mean_flux":3245.950439453125,"phot_g_mean_flux_error":(...TRUNCATED) | 14.974498 | {"radial_velocity":null,"radial_velocity_error":null,"rv_template_fe_h":null,"rv_template_logg":null(...TRUNCATED) | 2.874161 | 2.762851 | 0.807768 | {"ra":45.00236892700195,"ra_error":0.06350495666265488,"dec":0.8077681064605713,"dec_error":0.057004(...TRUNCATED) | -3 | 45.002369 |
{
"ruwe": 1.038490653038025
}
| 259.725494 | 1.749405 |
b' 461790242232363008'
| 112,669,877,896,960 | {"ag_gspphot":1.0261000394821167,"ag_gspphot_lower":1.0216000080108643,"ag_gspphot_upper":1.02980005(...TRUNCATED) | 0.00008 | 0.568009 | 213.017365 | 12.912833 | 3.484305 | {"coeff":[177.86676025390625,59.29597473144531,-20.438819885253906,-16.0967960357666,12.478287696838(...TRUNCATED) | 850 | 1.097517 | 15.542818 | 17.068983 | 3.35799 | 341.024414 | 210.316177 | 0 | {"flux":[3.7452986240386963,3.744137763977051,3.74297833442688,3.741821527481079,3.740665912628174,3(...TRUNCATED) |
33.197235 | 0.480733 | {"ecl_lat":-16.121143341064453,"ecl_lon":42.8096809387207,"nu_eff_used_in_astrometry":1.565118074417(...TRUNCATED) | 3.559226 | 1.145404 | 0.582474 | 37.210243 | false | {"phot_g_mean_mag":18.78723907470703,"phot_g_mean_flux":575.5076904296875,"phot_g_mean_flux_error":3(...TRUNCATED) | 17.309635 | {"radial_velocity":null,"radial_velocity_error":null,"rv_template_fe_h":null,"rv_template_logg":null(...TRUNCATED) | 2.286013 | 2.416327 | 0.282424 | {"ra":45.188575744628906,"ra_error":0.19886404275894165,"dec":0.2824244201183319,"dec_error":0.18336(...TRUNCATED) | 0 | 45.188576 |
{
"ruwe": 0.9746566414833069
}
| 33.148781 | 1.190896 |
b' 462850170434906112'
| 10,892,037,246,720 | {"ag_gspphot":0.010300000198185444,"ag_gspphot_lower":0.002899999963119626,"ag_gspphot_upper":0.0230(...TRUNCATED) | 0.00044 | 1.74058 | 24.713434 | 21.078007 | 5.159417 | {"coeff":[35.89767074584961,-10.589497566223145,2.9559292793273926,-1.2881605625152588,-0.8204065561(...TRUNCATED) | 0 | 0.996486 | 17.959536 | 21.19449 | 5.256684 | 36.402306 | 24.608047 | 0 | {"flux":[15.34712028503418,15.344037055969238,15.340959548950195,15.337883949279785,15.3348131179809(...TRUNCATED) |
149.25412 | 0.480733 | {"ecl_lat":-15.80964469909668,"ecl_lon":43.409461975097656,"nu_eff_used_in_astrometry":1.49856555461(...TRUNCATED) | 3.559226 | 1.145404 | 0.582474 | 167.126358 | false | {"phot_g_mean_mag":17.345212936401367,"phot_g_mean_flux":2172.007568359375,"phot_g_mean_flux_error":(...TRUNCATED) | 20.923946 | {"radial_velocity":null,"radial_velocity_error":null,"rv_template_fe_h":null,"rv_template_logg":null(...TRUNCATED) | 2.286013 | 2.416327 | 0.747962 | {"ra":45.64992904663086,"ra_error":0.06980996578931808,"dec":0.7479620575904846,"dec_error":0.074325(...TRUNCATED) | 0 | 45.649929 |
{
"ruwe": 0.892834484577179
}
| 148.443817 | 1.190896 |
b' 462873535056996352'
| 145,994,528,344,704 | {"ag_gspphot":0.010499999858438969,"ag_gspphot_lower":0.002300000051036477,"ag_gspphot_upper":0.0362(...TRUNCATED) | 0.000008 | -0.000148 | 119.940269 | 64.424622 | 5.159417 | {"coeff":[134.406982421875,-10.881525993347168,-3.935922861099243,1.1251829862594604,-0.685395181179(...TRUNCATED) | 0 | 0.996486 | 21.912323 | 64.994164 | 5.256684 | 167.022369 | 120.45507 | 0 | {"flux":[23.218881607055664,23.214733123779297,21.287012100219727,19.3599796295166,18.20988082885742(...TRUNCATED) |
180.544754 | 1.01284 | {"ecl_lat":-16.012712478637695,"ecl_lon":42.675315856933594,"nu_eff_used_in_astrometry":1.5414184331(...TRUNCATED) | 3.85776 | 2.321602 | 1.180715 | 194.436081 | false | {"phot_g_mean_mag":17.03087615966797,"phot_g_mean_flux":2901.32373046875,"phot_g_mean_flux_error":2.(...TRUNCATED) | 49.061127 | {"radial_velocity":null,"radial_velocity_error":null,"rv_template_fe_h":null,"rv_template_logg":null(...TRUNCATED) | 3.602656 | 3.700364 | 0.348406 | {"ra":45.03341293334961,"ra_error":0.0665794312953949,"dec":0.3484063744544983,"dec_error":0.0559199(...TRUNCATED) | 0 | 45.033413 |
{
"ruwe": 1.056006908416748
}
| 181.008896 | 2.747732 |
b' 903084738510612480'
| 27,011,050,126,464 | {"ag_gspphot":0.0032999999821186066,"ag_gspphot_lower":0.0007999999797903001,"ag_gspphot_upper":0.00(...TRUNCATED) | 0.00001 | -0.000001 | 151.001663 | 94.536034 | 4.742488 | {"coeff":[187.2017059326172,-29.54304313659668,-0.08494269102811813,0.4754405617713928,-0.2199382334(...TRUNCATED) | 0 | 2.577649 | 42.872509 | 94.221306 | 4.744826 | 190.914719 | 150.191132 | 0 | {"flux":[38.854373931884766,38.84952926635742,38.844696044921875,38.83987045288086,38.83506011962890(...TRUNCATED) |
101.050911 | 1.01284 | {"ecl_lat":-15.678373336791992,"ecl_lon":43.52117919921875,"nu_eff_used_in_astrometry":1.56350612640(...TRUNCATED) | 3.85776 | 2.321602 | 1.180715 | 108.340714 | false | {"phot_g_mean_mag":17.646718978881836,"phot_g_mean_flux":1645.3525390625,"phot_g_mean_flux_error":1.(...TRUNCATED) | 34.347828 | {"radial_velocity":null,"radial_velocity_error":null,"rv_template_fe_h":null,"rv_template_logg":null(...TRUNCATED) | 3.602656 | 3.700364 | 0.904689 | {"ra":45.71498107910156,"ra_error":0.08776931464672089,"dec":0.9046886563301086,"dec_error":0.092636(...TRUNCATED) | 0 | 45.714981 |
{
"ruwe": 1.0571849346160889
}
| 101.309479 | 2.747732 |
b' 903110027278051328'
| 155,409,096,685,312 | {"ag_gspphot":0.003599999938160181,"ag_gspphot_lower":0.0007999999797903001,"ag_gspphot_upper":0.009(...TRUNCATED) | 0.000015 | 0.000106 | 86.418045 | 58.990177 | 4.742488 | {"coeff":[107.53668212890625,-19.77157974243164,1.0494251251220703,-0.48881474137306213,-0.812390863(...TRUNCATED) | 0 | 2.577649 | 31.620415 | 58.846596 | 4.744826 | 106.532188 | 86.213799 | 0 | {"flux":[20.598241806030273,20.594100952148438,20.5899658203125,20.585838317871094,20.58172035217285(...TRUNCATED) |
467.452271 | 0.574287 | {"ecl_lat":-15.451190948486328,"ecl_lon":42.76094055175781,"nu_eff_used_in_astrometry":1.47268700599(...TRUNCATED) | 3.454181 | 1.772376 | 0.872227 | 523.967224 | false | {"phot_g_mean_mag":16.185152053833008,"phot_g_mean_flux":6322.46044921875,"phot_g_mean_flux_error":4(...TRUNCATED) | 38.822575 | {"radial_velocity":null,"radial_velocity_error":null,"rv_template_fe_h":null,"rv_template_logg":null(...TRUNCATED) | 3.040968 | 3.478901 | 0.909498 | {"ra":44.94811248779297,"ra_error":0.041627708822488785,"dec":0.9094979763031006,"dec_error":0.04022(...TRUNCATED) | 0 | 44.948112 |
{
"ruwe": 1.0206680297851562
}
| 464.952728 | 2.072325 |
b' 1201423480298432512'
| 126,379,413,471,360 | {"ag_gspphot":0.2433999925851822,"ag_gspphot_lower":0.2214999943971634,"ag_gspphot_upper":0.27950000(...TRUNCATED) | 0.000007 | 0.000223 | 358.898773 | 171.979584 | 3.415981 | {"coeff":[375.49163818359375,-18.580249786376953,-10.173327445983887,0.413697212934494,0.56253278255(...TRUNCATED) | 0 | 1.920073 | 43.497433 | 172.514099 | 3.406608 | 524.823914 | 360.846893 | 0 | {"flux":[22.0196533203125,22.021183013916016,22.0227108001709,22.02423858642578,22.025768280029297,2(...TRUNCATED) |
153.554626 | 0.574287 | {"ecl_lat":-15.66474437713623,"ecl_lon":42.370033264160156,"nu_eff_used_in_astrometry":1.34917438030(...TRUNCATED) | 3.454181 | 1.772376 | 0.872227 | 209.751373 | false | {"phot_g_mean_mag":17.603559494018555,"phot_g_mean_flux":1712.0743408203125,"phot_g_mean_flux_error"(...TRUNCATED) | 2.476262 | {"radial_velocity":null,"radial_velocity_error":null,"rv_template_fe_h":null,"rv_template_logg":null(...TRUNCATED) | 3.040968 | 3.478901 | 0.594981 | {"ra":44.650596618652344,"ra_error":0.08980181068181992,"dec":0.5949811339378357,"dec_error":0.07826(...TRUNCATED) | 0 | 44.650597 |
{
"ruwe": 1.0515437126159668
}
| 155.232864 | 2.072325 |
b' 1201434200536803328'
| 85,005,992,988,672 | {"ag_gspphot":0.09709999710321426,"ag_gspphot_lower":0.07890000194311142,"ag_gspphot_upper":0.120200(...TRUNCATED) | 0.000011 | 0.000021 | 83.454933 | 21.02207 | 3.415981 | {"coeff":[74.77269744873047,11.483019828796387,-2.8866114616394043,-2.117372989654541,0.917064845561(...TRUNCATED) | 0 | 1.920073 | 2.363882 | 20.859558 | 3.406608 | 204.347275 | 82.144547 | 0 | {"flux":[1.159529209136963,1.1596388816833496,1.1597487926483154,1.1598584651947021,1.15996825695037(...TRUNCATED) |
End of preview. Expand
in Data Studio
Crossmatched samples from the Multimodal Universe for SDSS/Gaia
Mother paper here: https://arxiv.org/abs/2412.02527
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Size of downloaded dataset files:
2.23 GB
Size of the auto-converted Parquet files:
2.23 GB
Number of rows:
41,901