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class
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redshift
float64
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plate
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MJD
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fiber_ID
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GALAXY
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GALAXY
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GALAXY
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GALAXY
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GALAXY
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GALAXY
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STAR
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368
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GALAXY
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GALAXY
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34.493306
23.2611
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19.52104
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301
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6,536,059,347,122,017,000
GALAXY
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765
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41.385237
23.0015
22.62087
20.83578
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301
4
258
7,455,809,620,336,203,000
GALAXY
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56,365
365
1,237,679,477,466,006,000
349.483254
21.569599
24.43465
22.65916
21.00238
20.04012
19.4658
7,917
301
3
39
6,894,092,216,966,601,000
GALAXY
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56,217
753
1,237,648,720,130,474,800
119.474058
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20.2668
18.16813
17.3179
16.99249
16.82914
756
301
1
24
8,389,182,848,406,673,000
STAR
-0.000078
7,451
56,739
373
1,237,657,632,189,907,500
147.818267
50.079081
20.70515
20.53333
20.30928
20.1653
20.10728
2,831
301
1
59
8,210,103,464,942,131,000
QSO
1.5097
7,292
56,709
150
1,237,657,632,190,431,500
149.478826
50.629624
20.92809
20.91298
20.49267
20.42677
20.26017
2,831
301
1
67
8,198,974,757,179,514,000
QSO
1.180603
7,282
56,660
624
1,237,665,330,916,753,400
159.91407
30.565677
18.17132
17.26941
17.01553
16.93618
16.9032
4,623
301
5
28
11,782,555,306,126,760,000
STAR
-0.000504
10,465
58,144
46
1,237,665,330,917,277,700
161.321827
30.740574
18.10947
17.17278
16.89233
16.77881
16.72841
4,623
301
5
36
11,790,483,060,092,590,000
STAR
0.000043
10,472
58,159
215
1,237,665,330,917,867,500
162.894695
31.124782
18.96928
18.73314
18.76546
18.79742
18.62655
4,623
301
5
45
11,796,137,023,374,643,000
QSO
0.773968
10,477
58,136
304
1,237,665,330,917,933,000
163.13846
31.031467
17.70103
16.7377
16.39313
16.26926
16.20416
4,623
301
5
46
2,230,564,728,839,628,800
STAR
0.000284
1,981
53,463
571
1,237,661,361,301,750,000
213.677326
43.353333
21.52458
21.09605
20.18278
19.30613
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3,699
301
3
158
6,821,995,588,185,512,000
GALAXY
0.746061
6,059
56,093
611
1,237,663,783,654,392,000
346.028478
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19.90108
18.63173
17.84196
17.32518
17.0338
4,263
301
3
22
427,859,311,973,132,200
GALAXY
0.151703
380
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63
1,237,663,204,919,149,000
11.320051
0.725553
24.83119
22.55188
22.15643
21.85776
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4,128
301
5
199
10,597,090,730,433,600,000
GALAXY
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1,237,663,204,919,476,700
12.102248
0.80152
23.32459
23.07268
21.38363
20.09329
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4,128
301
5
204
4,041,117,361,067,285,000
GALAXY
0.691917
3,589
55,186
955
1,237,651,540,322,287,900
181.349326
68.578043
20.53836
18.56343
17.62729
17.19136
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301
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160
555,181,661,726,206,000
GALAXY
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51,957
411
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38.755231
24.217235
15.85291
14.62961
14.21302
14.05272
13.99093
5,934
301
1
97
2,678,537,931,727,071,000
STAR
-0.000114
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53,762
80
1,237,679,433,987,719,700
13.96247
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22.85839
22.09746
21.50583
20.89058
20.43799
7,907
301
2
165
10,513,909,101,507,140,000
GALAXY
0.975897
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58,044
930
1,237,668,598,855,500,300
260.297658
-13.526414
18.43987
16.05756
14.82339
16.51917
14.01222
5,384
301
4
112
2,854,173,658,866,280,400
STAR
-0.000041
2,535
54,632
63
1,237,659,119,869,558,800
241.487748
38.443084
25.27265
22.9361
21.08842
19.96983
19.64269
3,177
301
4
217
5,854,869,008,650,885,000
GALAXY
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689
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311.545455
76.878936
23.8423
21.30217
20.40498
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301
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120
2,465,864,355,837,668,000
STAR
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522
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241.195066
23.805133
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17.30157
16.45558
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4,010
301
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185
2,084,061,677,409,560,300
GALAXY
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1,851
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76
1,237,678,617,404,179,200
328.86052
0.935466
22.13605
21.40665
21.25575
21.07937
20.84832
7,717
301
1
121
5,795,092,680,641,108,000
QSO
1.411003
5,147
55,854
312
1,237,659,133,279,862,800
208.339804
53.380303
18.69693
17.64701
17.14506
16.82916
16.66269
3,180
301
5
42
1,174,446,410,221,774,800
GALAXY
0.096193
1,043
52,465
483
1,237,659,133,281,632,500
214.756166
51.970191
19.25529
17.71439
17.12531
16.77495
16.55531
3,180
301
5
69
1,176,724,327,798,696,000
GALAXY
0.078065
1,045
52,725
578
1,237,659,133,288,644,900
234.976618
43.488398
20.75496
18.53797
17.49171
17.04032
16.6779
3,180
301
5
176
1,184,608,371,580,364,800
GALAXY
0.127608
1,052
52,466
588
1,237,661,151,378,735,600
196.613038
49.518048
21.7982
21.30268
19.89499
19.02494
18.47816
3,650
301
4
59
7,603,355,285,261,146,000
GALAXY
0.539211
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56,399
557
1,237,680,277,405,827,600
355.98345
27.658926
22.43735
21.3474
20.92746
20.78499
20.61612
8,103
301
5
72
8,667,246,336,788,420,000
QSO
0.847826
7,698
58,013
250
1,237,680,277,405,958,400
356.295905
27.831241
22.93867
20.71492
20.26994
20.11802
19.87968
8,103
301
5
74
7,336,601,397,742,557,000
STAR
-0.000495
6,516
56,571
864
1,237,680,076,079,825,200
22.325003
27.298488
25.78428
20.70207
18.88791
18.20464
17.77032
8,056
301
6
81
7,049,534,298,987,452,000
GALAXY
0.369423
6,261
56,219
1,000
1,237,679,339,495,424,300
35.839728
-7.063706
22.85825
21.7404
21.68987
21.21933
22.35617
7,885
301
2
119
4,943,863,148,124,068,000
QSO
1.785628
4,391
55,866
133
1,237,664,820,357,169,400
171.196659
37.760753
21.87986
20.00756
19.20115
18.95786
18.75971
4,504
301
6
99
9,991,381,033,445,251,000
STAR
0.000287
8,874
57,426
528
1,237,679,318,020,457,500
11.224402
9.366565
25.01927
23.95926
22.07154
20.68593
20.00247
7,880
301
2
117
12,438,041,537,228,855,000
GALAXY
0.668633
11,047
58,424
819
1,237,679,318,018,884,600
7.670681
9.38657
25.86939
23.71555
21.90504
20.80569
20.00544
7,880
301
2
93
12,738,611,182,824,608,000
GALAXY
0.707282
11,314
58,436
653
1,237,670,017,262,092,300
21.386032
8.342738
16.91889
15.45743
14.85253
14.67038
14.60437
5,714
301
6
15
2,605,479,231,513,192,400
STAR
-0.000075
2,314
53,712
534
1,237,654,029,251,314,000
163.594075
1.775755
22.22082
21.66279
19.99361
18.93434
18.42771
1,992
301
2
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5,327,868,954,856,937,000
GALAXY
0.564106
4,732
55,648
402
1,237,654,029,255,508,200
173.046623
1.912041
19.52487
18.05349
17.20072
16.7315
16.38561
1,992
301
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155
577,661,452,370,864,100
GALAXY
0.095803
513
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272
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173.670597
2.01808
25.85663
21.82028
20.18019
19.0687
18.52552
1,992
301
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159
5,336,860,486,121,313,000
GALAXY
0.520118
4,740
55,651
345
1,237,654,029,255,311,600
172.69052
1.844493
20.4992
18.77566
17.79325
17.25087
16.851
1,992
301
2
152
576,470,406,450,407,400
GALAXY
0.156711
512
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35
1,237,671,261,199,401,200
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11.304858
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17.85189
17.08976
16.90224
16.70268
6,004
301
3
128
2,899,235,209,608,194,000
STAR
0.000085
2,575
54,085
156
1,237,657,632,188,137,500
142.731767
47.852
21.91015
21.63535
21.86484
21.80493
21.09484
2,831
301
1
32
8,225,836,101,526,640,000
QSO
2.231127
7,306
56,684
41
1,237,657,632,190,300,000
149.025685
50.476326
20.03045
18.92565
18.54189
18.4205
18.38214
2,831
301
1
65
3,738,003,441,168,000,000
STAR
-0.00004
3,320
54,912
57
1,237,657,632,191,021,300
151.231084
51.331256
22.33789
22.01895
21.52842
21.25683
21.21378
2,831
301
1
76
9,204,340,983,063,664,000
QSO
1.096542
8,175
57,039
397
1,237,657,632,191,348,700
152.335217
51.591982
21.58434
20.98894
20.98621
21.06594
20.49286
2,831
301
1
81
7,498,749,122,897,534,000
QSO
0.792486
6,660
56,370
930
1,237,662,635,833,033,700
227.193203
10.329183
24.33682
21.84988
20.40924
19.48131
19.0228
3,996
301
1
154
6,175,635,582,666,168,000
GALAXY
0.600678
5,485
56,063
271
1,237,662,635,827,000,000
213.312218
12.417117
22.60266
19.80118
18.30916
17.76632
17.43974
3,996
301
1
62
6,139,535,866,107,025,000
GALAXY
0.258457
5,453
56,001
13
1,237,663,783,660,945,400
0.9171
-0.280298
18.06847
17.02695
16.6761
16.38305
16.22631
4,263
301
3
122
435,744,459,594,950,660
GALAXY
0.061329
387
51,791
77
1,237,663,783,661,339,000
1.851715
-0.265611
19.59339
18.5079
17.97114
17.63922
17.42287
4,263
301
3
128
772,411,908,576,798,700
GALAXY
0.10454
686
52,519
162
1,237,663,783,662,388,000
4.284115
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23.12662
22.24087
22.09281
22.08276
21.5445
4,263
301
3
144
8,854,162,196,651,070,000
QSO
2.226516
7,864
56,979
310
1,237,671,261,199,466,500
135.188205
11.43601
17.58502
16.64019
16.27555
16.12574
16.08069
6,004
301
3
129
2,899,342,961,747,716,000
STAR
0.00015
2,575
54,085
548
1,237,671,261,204,316,400
146.33891
13.72824
19.21637
19.03564
18.88499
18.64577
18.5505
6,004
301
3
203
2,907,134,376,926,013,400
QSO
1.706753
2,582
54,139
221
1,237,660,634,385,416,000
158.944314
43.396767
20.79684
19.29549
18.76619
18.55274
18.4913
3,530
301
1
263
2,890,201,348,773,538,000
STAR
-0.000061
2,567
54,179
59
1,237,660,634,390,000,000
173.306306
46.043266
19.13628
18.14155
17.82468
17.70068
17.66212
3,530
301
1
333
3,748,179,422,256,144,000
STAR
0.000001
3,329
54,970
213
1,237,660,634,390,921,500
176.330016
46.193516
21.09729
21.08861
21.39245
20.85723
21.06814
3,530
301
1
347
8,332,986,810,268,670,000
QSO
1.730847
7,401
56,808
733
1,237,663,546,901,069,800
122.274901
50.426105
23.3
23.00222
20.94473
20.02472
19.83925
4,208
301
2
125
4,153,566,614,162,528,000
GALAXY
0.473112
3,689
55,180
443
1,237,659,133,280,715,000
211.515199
52.806131
19.2865
18.60424
18.3779
18.13613
18.20852
3,180
301
5
55
1,175,587,153,585,924,000
GALAXY
0.129471
1,044
52,468
537
1,237,659,133,282,681,600
218.144641
50.979047
25.25113
21.56829
20.04122
19.10694
18.60397
3,180
301
5
85
7,570,795,447,713,027,000
GALAXY
0.55725
6,724
56,416
889
1,237,659,133,287,793,200
232.870238
44.770473
26.05615
22.0707
20.47701
19.47032
18.97007
3,180
301
5
163
6,801,726,641,234,270,000
GALAXY
0.536332
6,041
56,102
601
1,237,659,133,287,596,300
232.377155
44.885072
24.51948
21.46867
19.46653
18.49305
18.02004
3,180
301
5
160
1,183,484,670,730,332,000
GALAXY
0.508322
1,051
52,468
596
1,237,659,133,289,627,600
237.357564
42.051013
25.22014
22.50989
20.65111
19.8325
19.37581
3,180
301
5
191
6,813,007,630,384,257,000
GALAXY
0.46896
6,051
56,093
681
1,237,662,224,618,815,500
225.090597
32.415119
20.15183
18.99156
18.4646
18.29498
18.15177
3,900
301
3
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3,304,612,786,776,074,000
STAR
0.000046
2,935
54,652
351
1,237,661,361,305,420,300
223.899182
39.976129
26.10711
22.44248
20.59837
19.75814
19.38336
3,699
301
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214
5,816,590,610,405,284,000
GALAXY
0.463171
5,166
56,065
697
1,237,667,255,075,865,000
149.664947
26.014087
23.31107
22.74204
22.79926
22.15248
21.4946
5,071
301
5
238
10,839,180,376,607,578,000
QSO
5.40241
9,627
58,132
516
1,237,680,277,403,468,000
349.900689
27.28496
23.59377
20.84086
20.27274
19.92518
19.85504
8,103
301
5
36
7,416,427,590,616,110,000
STAR
-0.001235
6,587
56,537
454
1,237,655,504,032,105,200
252.645748
40.47791
23.71894
21.67172
20.0331
19.0517
18.65263
2,335
301
5
36
5,840,226,262,262,766,000
GALAXY
0.522053
5,187
56,074
667
1,237,662,698,117,399,800
252.103003
17.33175
23.17574
22.35237
20.41073
19.53712
19.09403
4,010
301
5
266
4,570,260,633,388,603,400
GALAXY
0.45535
4,059
55,360
847
1,237,662,698,108,814,300
233.875903
27.28359
23.44412
22.41577
20.65682
19.68216
19.33187
4,010
301
5
135
4,457,443,324,027,230,000
GALAXY
0.508892
3,959
55,679
20
1,237,667,143,938,671,000
134.707047
23.344393
21.73393
21.67888
20.56421
19.55903
19.24703
5,045
301
6
163
5,829,914,495,347,350,000
GALAXY
0.653318
5,178
56,246
17
1,237,664,852,043,760,000
239.293653
23.15109
23.45095
21.47902
19.64923
18.97388
18.56274
4,512
301
1
270
4,437,187,015,302,469,600
GALAXY
0.408481
3,941
55,321
56
1,237,661,361,298,408,000
203.532316
45.632907
23.7673
20.79933
19.11783
18.49596
18.18536
3,699
301
3
107
7,461,555,668,170,070,000
GALAXY
0.319422
6,627
56,369
789
1,237,662,300,834,234,600
240.102655
35.496806
25.06685
22.1346
20.5412
19.33157
18.42619
3,918
301
1
286
5,594,662,984,029,067,000
STAR
-0.000057
4,969
56,041
241
1,237,667,211,059,135,200
166.30808
28.383654
26.64565
23.12816
21.19662
20.07426
19.61054
5,061
301
3
340
7,245,322,962,202,809,000
GALAXY
0.653814
6,435
56,341
571
1,237,651,736,305,468,400
206.657193
2.123018
22.10186
21.46367
19.78591
18.96577
18.54866
1,458
301
3
546
4,547,710,479,368,476,700
GALAXY
0.46261
4,039
55,648
730
1,237,657,627,907,850,200
148.94805
45.210894
24.08602
23.37349
20.85902
19.79736
19.40355
2,830
301
1
256
8,201,157,288,146,525,000
STAR
-0.000138
7,284
56,683
372
1,237,657,627,897,889,000
125.292376
31.73357
17.98621
16.86703
16.84234
16.86694
16.90217
2,830
301
1
104
3,582,699,346,480,701,400
STAR
0.000376
3,182
54,828
312
1,237,663,456,705,577,500
323.749884
-0.813704
19.33328
18.1379
17.5818
17.21341
16.99397
4,187
301
2
107
1,113,574,697,779,357,600
GALAXY
0.119343
989
52,468
217
1,237,663,456,704,791,000
321.877755
-0.644238
20.84872
20.13696
19.87371
19.71725
19.69721
4,187
301
2
95
1,156,308,867,953,485,800
STAR
-0.000048
1,027
52,557
35
1,237,679,339,498,504,000
42.967525
-6.489645
20.75931
18.63483
17.3257
16.81724
16.44398
7,885
301
2
166
7,944,475,747,108,017,000
GALAXY
0.18997
7,056
56,577
458
1,237,679,339,488,411,600
19.653275
-7.852028
26.20392
22.60089
21.2049
19.97743
19.8888
7,885
301
2
12
8,060,393,685,047,859,000
STAR
0.000057
7,159
56,603
277
1,237,666,226,964,268,300
278.094126
20.355279
20.21551
18.55161
17.85784
17.59457
17.48778
4,832
301
2
180
2,862,049,723,571,792,000
STAR
0.000079
2,542
53,919
44
1,237,678,879,963,808,500
38.75803
-2.673547
22.47465
21.86623
20.26541
19.36361
18.96967
7,778
301
2
575
4,890,915,610,748,541,000
GALAXY
0.503535
4,344
55,557
23
1,237,678,879,964,529,200
40.38225
-2.652142
27.81612
21.05482
19.75783
18.85302
18.39066
7,778
301
2
586
4,889,815,549,079,737,000
GALAXY
0.532352
4,343
55,540
117
1,237,679,476,406,747,100
24.899253
20.275221
22.28454
25.72469
21.77223
20.72228
19.87609
7,917
301
1
260
8,588,632,062,671,738,000
GALAXY
0.631751
7,628
56,978
973
1,237,665,441,517,601,000
199.664971
28.839103
19.8862
18.09944
17.21146
16.80873
16.45912
4,649
301
3
111
2,254,103,898,535,000,000
GALAXY
0.102744
2,002
53,471
190
1,237,667,448,338,972,700
181.213166
25.747645
20.24323
18.61221
17.41358
16.91709
16.62906
5,116
301
5
79
2,989,432,823,020,022,000
GALAXY
0.211242
2,655
54,184
613
1,237,667,448,339,759,900
183.172624
25.731101
22.61863
20.95709
19.26496
18.56548
18.08115
5,116
301
5
91
6,722,817,164,972,415,000
GALAXY
0.409653
5,971
56,064
250
1,237,667,448,340,021,500
183.780003
25.676798
22.6499
21.60402
19.86832
18.97676
18.60337
5,116
301
5
95
6,722,777,307,675,908,000
GALAXY
0.497982
5,971
56,064
105
1,237,668,336,861,184,000
241.953267
14.342207
20.49959
18.50194
17.57042
17.12437
16.85803
5,323
301
4
92
2,841,915,477,532,371,000
GALAXY
0.07602
2,524
54,568
524
1,237,659,163,352,171,000
249.128259
35.188782
21.32482
19.78041
19.12246
18.86078
18.77476
3,187
301
5
157
12,284,859,498,573,880,000
STAR
-0.00023
10,911
58,256
602
1,237,655,504,568,845,300
252.92054
40.978924
23.02774
24.09544
21.92667
20.82586
19.94682
2,335
301
6
34
9,604,123,427,314,358,000
GALAXY
0.76878
8,530
58,016
717
1,237,659,161,198,855,400
235.423845
43.557437
23.41446
25.85223
22.53024
20.93257
19.93896
3,187
301
1
68
9,582,571,348,213,127,000
GALAXY
0.792582
8,511
57,901
135
1,237,659,161,195,839,500
227.656018
47.720182
24.14912
22.00472
20.14733
19.14695
18.74822
3,187
301
1
22
7,581,965,385,836,288,000
GALAXY
0.521516
6,734
56,386
565