Multimodal Universe HATS 🎩 💫
Collection
Multimodal Universe Datasets in HATS format (https://docs.lsdb.io/en/latest/index.html)
•
7 items
•
Updated
•
1
_healpix_29
int64 | band
list | view
list | array
list | scale
list | jd
float32 | diffmaglim
float32 | magpsf
float32 | sigmapsf
float32 | chipsf
float32 | magap
float32 | sigmagap
float32 | distnr
float32 | magnr
float32 | chinr
float32 | sharpnr
float32 | sky
float32 | magdiff
float32 | fwhm
float32 | classtar
float32 | mindtoedge
float32 | seeratio
float32 | magapbig
float32 | sigmagapbig
float32 | sgmag1
float32 | srmag1
float32 | simag1
float32 | szmag1
float32 | sgscore1
float32 | distpsnr1
float32 | jdstarthist
float32 | scorr
float32 | sgmag2
float32 | srmag2
float32 | simag2
float32 | szmag2
float32 | sgscore2
float32 | distpsnr2
float32 | sgmag3
float32 | srmag3
float32 | simag3
float32 | szmag3
float32 | sgscore3
float32 | distpsnr3
float32 | jdstartref
float32 | dsnrms
float32 | ssnrms
float32 | magzpsci
float32 | magzpsciunc
float32 | magzpscirms
float32 | clrcoeff
float32 | clrcounc
float32 | neargaia
float32 | neargaiabright
float32 | maggaia
float32 | maggaiabright
float32 | exptime
float32 | drb
float32 | acai_h
float32 | acai_v
float32 | acai_o
float32 | acai_n
float32 | acai_b
float32 | new_drb
float32 | peakmag
float32 | maxmag
float32 | peakmag_so_far
float32 | maxmag_so_far
float32 | age
float32 | days_since_peak
float32 | days_to_peak
float32 | ra
float64 | dec
float64 | label
int64 | fid
int64 | programid
int64 | field
int64 | nneg
int64 | nbad
int64 | ndethist
int64 | ncovhist
int64 | nmtchps
int64 | nnotdet
int64 | N
int64 | healpix
int64 | isdiffpos
bool | is_SN
bool | near_threshold
bool | is_rise
bool | OBJECT_ID_
string | source_set
string | split
string | object_id
int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5,205,237,378,833,472
|
[
"g",
"g",
"g"
] |
[
"science",
"reference",
"difference"
] | [[[0.016353139653801918,0.012970472685992718,0.01546421367675066,0.015565923415124416,0.014651999808(...TRUNCATED)
|
[
1.0099999904632568,
1.0099999904632568,
1.0099999904632568
] | 2,458,787.75
| 19.974174
| 19.047394
| 0.175495
| 1.288261
| 18.947399
| 0.109
| 2.048233
| 19.702999
| 3.263
| 0.229
| -0.186776
| -0.099993
| 5.72
| 0.722
| 619.341492
| 0.64571
| 18.8521
| 0.1262
| 18.358601
| 17.6724
| 17.171801
| 16.962099
| 0.016667
| 3.982629
| 2,458,784
| 12.223401
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| 2,458,315
| 4.238012
| 15.610688
| 26.131393
| 0.000116
| 0.056234
| -0.080865
| 0.000135
| 3.97258
| -999
| 18.348284
| -999
| 30
| 0.998773
| null | null | null | null | null | 0.88416
| 18.255407
| 19.552307
| 18.618029
| 19.37566
| 3.986794
| 0.094838
| 3.891956
| 49.807125
| 7.586199
| 1
| 1
| 1
| 453
| 1
| 0
| 7
| 196
| 1
| 189
| 7
| 4
| true
| true
| false
| true
|
ZTF19acjdwqv
|
trues
|
train
| 1,033,361,844,915,015,000
|
5,205,237,378,833,472
|
[
"g",
"g",
"g"
] |
[
"science",
"reference",
"difference"
] | [[[0.016353139653801918,0.012970472685992718,0.01546421367675066,0.015565923415124416,0.014651999808(...TRUNCATED)
|
[
1.0099999904632568,
1.0099999904632568,
1.0099999904632568
] | 2,458,787.75
| 19.974174
| 19.047394
| 0.175495
| 1.288261
| 18.947399
| 0.109
| 2.048233
| 19.702999
| 3.263
| 0.229
| -0.186776
| -0.099993
| 5.72
| 0.722
| 619.341492
| 0.64571
| 18.8521
| 0.1262
| 18.358601
| 17.6724
| 17.171801
| 16.962099
| 0.016667
| 3.982629
| 2,458,784
| 12.223401
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| 2,458,315
| 4.238012
| 15.610688
| 26.131393
| 0.000116
| 0.056234
| -0.080865
| 0.000135
| 3.97258
| -999
| 18.348284
| -999
| 30
| 0.998773
| null | null | null | null | null | 0.88416
| 18.255407
| 19.552307
| 18.618029
| 19.37566
| 3.986794
| 0.094838
| 3.891956
| 49.807125
| 7.586199
| 1
| 1
| 1
| 453
| 1
| 0
| 7
| 196
| 1
| 189
| 7
| 4
| true
| true
| false
| true
|
ZTF19acjdwqv
|
trues
|
train
| 1,033,361,844,915,015,000
|
5,205,237,401,799,872
|
[
"g",
"g",
"g"
] |
[
"science",
"reference",
"difference"
] | [[[0.01549877692013979,0.017191827297210693,0.01415324117988348,0.013815924525260925,0.0173581205308(...TRUNCATED)
|
[
1.0099999904632568,
1.0099999904632568,
1.0099999904632568
] | 2,458,790.75
| 20.388239
| 18.721716
| 0.104373
| 5.443097
| 18.593201
| 0.0758
| 2.188034
| 19.702999
| 3.263
| 0.229
| -0.022928
| -0.128516
| 2.98
| 0.956
| 619.89563
| 0.899624
| 18.6231
| 0.0973
| 18.358601
| 17.6724
| 17.171801
| 16.962099
| 0.016667
| 3.987552
| 2,458,784
| 27.133568
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| 2,458,315
| 22.195671
| 36.406235
| 26.146715
| 0.000099
| 0.063801
| -0.125708
| 0.000106
| 3.977599
| -999
| 18.348284
| -999
| 30
| 0.999993
| null | null | null | null | null | 0.999228
| 18.255407
| 19.552307
| 18.558348
| 19.37566
| 6.940081
| 1.970949
| 4.969132
| 49.807023
| 7.586241
| 1
| 1
| 1
| 453
| 0
| 0
| 13
| 202
| 1
| 189
| 1
| 4
| true
| true
| false
| true
|
ZTF19acjdwqv
|
trues
|
train
| 1,036,315,124,915,015,000
|
5,205,237,401,799,872
|
[
"g",
"g",
"g"
] |
[
"science",
"reference",
"difference"
] | [[[0.01549877692013979,0.017191827297210693,0.01415324117988348,0.013815924525260925,0.0173581205308(...TRUNCATED)
|
[
1.0099999904632568,
1.0099999904632568,
1.0099999904632568
] | 2,458,790.75
| 20.388239
| 18.721716
| 0.104373
| 5.443097
| 18.593201
| 0.0758
| 2.188034
| 19.702999
| 3.263
| 0.229
| -0.022928
| -0.128516
| 2.98
| 0.956
| 619.89563
| 0.899624
| 18.6231
| 0.0973
| 18.358601
| 17.6724
| 17.171801
| 16.962099
| 0.016667
| 3.987552
| 2,458,784
| 27.133568
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| 2,458,315
| 22.195671
| 36.406235
| 26.146715
| 0.000099
| 0.063801
| -0.125708
| 0.000106
| 3.977599
| -999
| 18.348284
| -999
| 30
| 0.999993
| null | null | null | null | null | 0.999228
| 18.255407
| 19.552307
| 18.558348
| 19.37566
| 6.940081
| 1.970949
| 4.969132
| 49.807023
| 7.586241
| 1
| 1
| 1
| 453
| 0
| 0
| 13
| 202
| 1
| 189
| 1
| 4
| true
| true
| false
| true
|
ZTF19acjdwqv
|
trues
|
train
| 1,036,315,124,915,015,000
|
5,205,237,403,041,193
|
[
"r",
"r",
"r"
] |
[
"science",
"reference",
"difference"
] | [[[0.015435912646353245,0.014981232583522797,0.015921665355563164,0.015383007004857063,0.01459388807(...TRUNCATED)
|
[
1.0099999904632568,
1.0099999904632568,
1.0099999904632568
] | 2,458,811.75
| 19.972393
| 18.927689
| 0.126394
| 2.008826
| 18.781099
| 0.1265
| 3.858614
| 17.149
| 4.896
| 0.55
| -0.117006
| -0.146588
| 3.82
| 0.929
| 612.831482
| 0.728431
| 18.6768
| 0.1443
| 18.358601
| 17.6724
| 17.171801
| 16.962099
| 0.016667
| 3.933985
| 2,458,784
| 15.192198
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| 2,458,320
| 9.864177
| 20.56189
| 26.045689
| 0.000035
| 0.038916
| 0.071129
| 0.000034
| 3.924109
| -999
| 18.348284
| -999
| 30
| 0.99997
| null | null | null | null | null | 0.993194
| 18.255407
| 19.552307
| 18.255407
| 19.552307
| 27.921875
| 13.964132
| 13.957743
| 49.806969
| 7.586242
| 1
| 2
| 1
| 453
| 0
| 0
| 27
| 216
| 1
| 189
| 2
| 4
| true
| true
| false
| false
|
ZTF19acjdwqv
|
trues
|
train
| 1,057,296,924,915,015,000
|
5,205,237,403,041,193
|
[
"r",
"r",
"r"
] |
[
"science",
"reference",
"difference"
] | [[[0.015435912646353245,0.014981232583522797,0.015921665355563164,0.015383007004857063,0.01459388807(...TRUNCATED)
|
[
1.0099999904632568,
1.0099999904632568,
1.0099999904632568
] | 2,458,811.75
| 19.972393
| 18.927689
| 0.126394
| 2.008826
| 18.781099
| 0.1265
| 3.858614
| 17.149
| 4.896
| 0.55
| -0.117006
| -0.146588
| 3.82
| 0.929
| 612.831482
| 0.728431
| 18.6768
| 0.1443
| 18.358601
| 17.6724
| 17.171801
| 16.962099
| 0.016667
| 3.933985
| 2,458,784
| 15.192198
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| 2,458,320
| 9.864177
| 20.56189
| 26.045689
| 0.000035
| 0.038916
| 0.071129
| 0.000034
| 3.924109
| -999
| 18.348284
| -999
| 30
| 0.99997
| null | null | null | null | null | 0.993194
| 18.255407
| 19.552307
| 18.255407
| 19.552307
| 27.921875
| 13.964132
| 13.957743
| 49.806969
| 7.586242
| 1
| 2
| 1
| 453
| 0
| 0
| 27
| 216
| 1
| 189
| 2
| 4
| true
| true
| false
| false
|
ZTF19acjdwqv
|
trues
|
train
| 1,057,296,924,915,015,000
|
5,205,237,403,063,475
|
[
"r",
"r",
"r"
] |
[
"science",
"reference",
"difference"
] | [[[0.014207114465534687,0.013965998776257038,0.0154495220631361,0.015508471988141537,0.0144888777285(...TRUNCATED)
|
[
1.0099999904632568,
1.0099999904632568,
1.0099999904632568
] | 2,458,804.75
| 19.500937
| 18.561152
| 0.096714
| 0.91724
| 18.3794
| 0.1218
| 3.861133
| 17.149
| 4.896
| 0.55
| -0.294751
| -0.181752
| 3.1
| 0.982
| 628.335388
| 0.953702
| 18.267
| 0.1394
| 18.358601
| 17.6724
| 17.171801
| 16.962099
| 0.016667
| 3.934922
| 2,458,784
| 15.560242
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| 2,458,320
| 10.843623
| 20.247196
| 26.043152
| 0.000029
| 0.039099
| 0.085744
| 0.000029
| 3.925054
| -999
| 18.348284
| -999
| 30
| 0.999807
| null | null | null | null | null | 0.999923
| 18.255407
| 19.552307
| 18.255407
| 19.37566
| 20.875069
| 6.917326
| 13.957743
| 49.806966
| 7.586243
| 1
| 2
| 1
| 453
| 1
| 0
| 22
| 211
| 1
| 189
| 5
| 4
| true
| true
| false
| false
|
ZTF19acjdwqv
|
trues
|
train
| 1,050,250,114,915,015,000
|
5,205,237,403,063,475
|
[
"r",
"r",
"r"
] |
[
"science",
"reference",
"difference"
] | [[[0.014207114465534687,0.013965998776257038,0.0154495220631361,0.015508471988141537,0.0144888777285(...TRUNCATED)
|
[
1.0099999904632568,
1.0099999904632568,
1.0099999904632568
] | 2,458,804.75
| 19.500937
| 18.561152
| 0.096714
| 0.91724
| 18.3794
| 0.1218
| 3.861133
| 17.149
| 4.896
| 0.55
| -0.294751
| -0.181752
| 3.1
| 0.982
| 628.335388
| 0.953702
| 18.267
| 0.1394
| 18.358601
| 17.6724
| 17.171801
| 16.962099
| 0.016667
| 3.934922
| 2,458,784
| 15.560242
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| 2,458,320
| 10.843623
| 20.247196
| 26.043152
| 0.000029
| 0.039099
| 0.085744
| 0.000029
| 3.925054
| -999
| 18.348284
| -999
| 30
| 0.999807
| null | null | null | null | null | 0.999923
| 18.255407
| 19.552307
| 18.255407
| 19.37566
| 20.875069
| 6.917326
| 13.957743
| 49.806966
| 7.586243
| 1
| 2
| 1
| 453
| 1
| 0
| 22
| 211
| 1
| 189
| 5
| 4
| true
| true
| false
| false
|
ZTF19acjdwqv
|
trues
|
train
| 1,050,250,114,915,015,000
|
5,205,237,403,065,760
|
[
"g",
"g",
"g"
] |
[
"science",
"reference",
"difference"
] | [[[0.016165975481271744,0.014370942488312721,0.01851542666554451,0.010832424275577068,0.015321242623(...TRUNCATED)
|
[
1.0099999904632568,
1.0099999904632568,
1.0099999904632568
] | 2,458,805
| 19.433994
| 19.038977
| 0.15193
| 0.967592
| 18.839701
| 0.1771
| 2.236781
| 19.702999
| 3.263
| 0.229
| -0.619414
| -0.199277
| 3.63
| 0.977
| 615.539917
| 0.888208
| 18.9014
| 0.2395
| 18.358601
| 17.6724
| 17.171801
| 16.962099
| 0.016667
| 3.943643
| 2,458,784
| 10.575103
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| 2,458,315
| 5.769595
| 12.325761
| 26.154978
| 0.000067
| 0.040599
| -0.09129
| 0.000084
| 3.933778
| -999
| 18.348284
| -999
| 30
| 0.999937
| null | null | null | null | null | 0.999508
| 18.255407
| 19.552307
| 18.255407
| 19.37566
| 21.005312
| 7.047569
| 13.957743
| 49.806964
| 7.586246
| 1
| 1
| 1
| 453
| 3
| 0
| 23
| 212
| 1
| 189
| 6
| 4
| true
| true
| false
| false
|
ZTF19acjdwqv
|
trues
|
train
| 1,050,380,354,915,015,000
|
5,205,237,403,065,760
|
[
"g",
"g",
"g"
] |
[
"science",
"reference",
"difference"
] | [[[0.016165975481271744,0.014370942488312721,0.01851542666554451,0.010832424275577068,0.015321242623(...TRUNCATED)
|
[
1.0099999904632568,
1.0099999904632568,
1.0099999904632568
] | 2,458,805
| 19.433994
| 19.038977
| 0.15193
| 0.967592
| 18.839701
| 0.1771
| 2.236781
| 19.702999
| 3.263
| 0.229
| -0.619414
| -0.199277
| 3.63
| 0.977
| 615.539917
| 0.888208
| 18.9014
| 0.2395
| 18.358601
| 17.6724
| 17.171801
| 16.962099
| 0.016667
| 3.943643
| 2,458,784
| 10.575103
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| -999
| 2,458,315
| 5.769595
| 12.325761
| 26.154978
| 0.000067
| 0.040599
| -0.09129
| 0.000084
| 3.933778
| -999
| 18.348284
| -999
| 30
| 0.999937
| null | null | null | null | null | 0.999508
| 18.255407
| 19.552307
| 18.255407
| 19.37566
| 21.005312
| 7.047569
| 13.957743
| 49.806964
| 7.586246
| 1
| 1
| 1
| 453
| 3
| 0
| 23
| 212
| 1
| 189
| 6
| 4
| true
| true
| false
| false
|
ZTF19acjdwqv
|
trues
|
train
| 1,050,380,354,915,015,000
|
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Size of downloaded dataset files:
20.5 GB
Size of the auto-converted Parquet files:
20.5 GB
Number of rows:
827,362