Multimodal Universe HATS 🎩 💫
Collection
Multimodal Universe Datasets in HATS format (https://docs.lsdb.io/en/latest/index.html)
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5 items
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Updated
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_healpix_29
int64 | spectrum
dict | VDISP
float32 | VDISP_ERR
float32 | Z
float32 | Z_ERR
float32 | ra
float64 | dec
float64 | healpix
int64 | ZWARNING
bool | SPECTROFLUX_U
float32 | SPECTROFLUX_G
float32 | SPECTROFLUX_R
float32 | SPECTROFLUX_I
float32 | SPECTROFLUX_Z
float32 | SPECTROFLUX_IVAR_U
float32 | SPECTROFLUX_IVAR_G
float32 | SPECTROFLUX_IVAR_R
float32 | SPECTROFLUX_IVAR_I
float32 | SPECTROFLUX_IVAR_Z
float32 | SPECTROSYNFLUX_U
float32 | SPECTROSYNFLUX_G
float32 | SPECTROSYNFLUX_R
float32 | SPECTROSYNFLUX_I
float32 | SPECTROSYNFLUX_Z
float32 | SPECTROSYNFLUX_IVAR_U
float32 | SPECTROSYNFLUX_IVAR_G
float32 | SPECTROSYNFLUX_IVAR_R
float32 | SPECTROSYNFLUX_IVAR_I
float32 | SPECTROSYNFLUX_IVAR_Z
float32 | object_id
string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37,904,641,407,228,680
| {"flux":[6.09354829788208,6.095827579498291,6.0981059074401855,6.10038423538208,6.102662563323975,6.(...TRUNCATED)
| 198.451996
| 12.089855
| 0.090935
| 0.00003
| 33.85404
| 14.426352
| 33
| false
| 5.239501
| 24.568989
| 72.531418
| 110.077858
| 144.915009
| 1.466416
| 1.475812
| 1.459633
| 1.068219
| 0.580823
| 3.416085
| 24.833179
| 71.878273
| 110.237198
| 145.572006
| 2.856889
| 1.498636
| 1.47298
| 1.173795
| 0.647683
|
b' 482050393342240768'
|
1,325,005,904,641,585,400
| {"flux":[13.194368362426758,13.193832397460938,13.193296432495117,13.192760467529297,13.192224502563(...TRUNCATED)
| 185.366852
| 7.866636
| 0.079438
| 0.000021
| 344.2829
| -1.006265
| 1,176
| false
| 13.175896
| 42.436443
| 104.612465
| 155.637833
| 204.530655
| 1.463366
| 1.997012
| 1.406713
| 0.61518
| 0.275811
| 10.284412
| 42.373226
| 104.374016
| 155.457245
| 202.638977
| 2.712468
| 2.022798
| 1.48239
| 0.737588
| 0.332556
|
b' 427922808769636352'
|
168,688,995,934
| {"flux":[-0.5977112054824829,-0.5976599454879761,-0.597608745098114,-0.5975576639175415,-0.130981609(...TRUNCATED)
| 297.325439
| 67.703072
| 0.468462
| 0.000141
| 44.99191
| 0.040806
| 0
| false
| 0.2724
| 0.859473
| 4.027554
| 8.229003
| 13.182512
| 2.831457
| 7.186713
| 3.977472
| 1.931328
| 0.81686
| 0.425684
| 0.813264
| 3.966642
| 8.38334
| 13.444562
| 6.184954
| 7.202161
| 4.825853
| 2.676999
| 1.301346
|
b' 909845914867230720'
|
566,623,584,950
| {"flux":[-0.9400445222854614,-0.9399679899215698,-0.939891517162323,-0.9398152828216553,-0.348255455(...TRUNCATED)
| 48.275223
| 61.629696
| 0.376111
| 0.000029
| 44.955173
| 0.054207
| 0
| false
| 1.072496
| 1.914665
| 5.67801
| 8.02757
| 10.852725
| 2.831457
| 7.186713
| 3.977472
| 1.931328
| 0.81686
| 1.001612
| 1.897214
| 5.618931
| 8.123794
| 10.78441
| 6.184954
| 7.202161
| 4.825853
| 2.676999
| 1.301346
|
b' 909846189745137664'
|
665,282,407,490
| {"flux":[22.298898696899414,22.292072296142578,22.28525733947754,22.2784481048584,22.271644592285156(...TRUNCATED)
| 112.106148
| 36.363636
| 0.139474
| 0.000007
| 44.961071
| 0.077109
| 0
| false
| 6.363344
| 6.622034
| 11.510028
| 16.733114
| 18.907225
| 0.526906
| 3.242647
| 2.040025
| 1.492325
| 0.811559
| 2.268003
| 6.571414
| 11.514532
| 16.513218
| 18.646812
| 2.58134
| 3.205192
| 2.171211
| 1.654744
| 0.949908
|
b' 1758664776663197696'
|
739,458,918,010
| {"flux":[3.0314104557037354,3.0313053131103516,3.0312001705169678,3.031094551086426,3.03098893165588(...TRUNCATED)
| 39.060291
| 34.72522
| 0.127528
| 0.000005
| 44.931922
| 0.077136
| 0
| false
| 6.00863
| 12.683094
| 17.491688
| 22.479866
| 22.263704
| 2.577649
| 4.744826
| 3.602656
| 2.321602
| 1.01284
| 3.309903
| 12.713614
| 17.380026
| 21.94832
| 23.35639
| 3.85776
| 4.742488
| 3.700364
| 2.747732
| 1.180715
|
b' 903042407312943104'
|
1,020,156,509,006
| {"flux":[1.2961304187774658,1.2956863641738892,1.2952426671981812,1.2947998046875,1.2943575382232666(...TRUNCATED)
| 0
| 0
| -0.001485
| 2.213206
| 44.981201
| 0.11988
| 0
| true
| 0.538425
| 0.088591
| 0.763865
| 1.530859
| 2.450484
| 0.526906
| 3.242647
| 2.040025
| 1.492325
| 0.811559
| 0.107625
| 0.076609
| 0.741261
| 1.534697
| 2.129449
| 2.58134
| 3.205192
| 2.171211
| 1.654744
| 0.949908
|
b' 1758828329017829376'
|
1,263,912,877,127
| {"flux":[16.363224029541016,16.364404678344727,16.365583419799805,16.366762161254883,16.367938995361(...TRUNCATED)
| 55.352123
| 22.274382
| 0.062189
| 0.000006
| 45.074931
| 0.110882
| 0
| false
| 14.140302
| 29.679224
| 42.053524
| 54.868134
| 58.079845
| 1.097517
| 3.35799
| 2.874161
| 1.465873
| 0.675116
| 7.690519
| 29.695498
| 42.114391
| 54.396683
| 60.402206
| 2.979462
| 3.484305
| 2.762851
| 1.749405
| 0.955693
|
b' 461629163778893824'
|
1,359,293,435,713
| {"flux":[-0.7598071098327637,-0.759877622127533,-0.7599480748176575,-0.7600184679031372,-0.760088741(...TRUNCATED)
| 105.505005
| 20.927553
| 0.102629
| 0.000008
| 45.090638
| 0.136593
| 0
| false
| 5.351833
| 12.263675
| 24.013086
| 34.642445
| 42.15221
| 1.097517
| 3.35799
| 2.874161
| 1.465873
| 0.675116
| 4.911232
| 12.204352
| 23.770727
| 35.197113
| 41.473743
| 2.979462
| 3.484305
| 2.762851
| 1.749405
| 0.955693
|
b' 461628614023079936'
|
1,565,546,106,783
| {"flux":[2.387021064758301,2.3868963718414307,2.3867714405059814,2.3866465091705322,2.38652110099792(...TRUNCATED)
| 140.683716
| 73.105865
| 0.023953
| 0.000009
| 45.107567
| 0.15224
| 0
| false
| 2.433388
| 4.209137
| 6.559794
| 8.509247
| 9.172297
| 2.577649
| 4.744826
| 3.602656
| 2.321602
| 1.01284
| 2.463428
| 4.162377
| 6.503908
| 8.355572
| 9.419517
| 3.85776
| 4.742488
| 3.700364
| 2.747732
| 1.180715
|
b' 903032236830386176'
|
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Size of downloaded dataset files:
34.4 GB
Size of the auto-converted Parquet files:
34.4 GB
Number of rows:
812,307