Datasets:
gauss314
/
options-IV-SP500

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Unnamed: 0
int64
0
3.16M
symbol
stringlengths
1
5
date
stringlengths
10
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strikes_spread
float64
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calls_contracts_traded
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puts_contracts_traded
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1.38M
calls_open_interest
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7.12M
puts_open_interest
int64
0
9.22M
expirations_number
int64
1
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DITM_IV
float64
1.57
149
ITM_IV
float64
1.57
149
sITM_IV
float64
1.04
149
ATM_IV
float64
1
149
sOTM_IV
float64
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OTM_IV
float64
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DOTM_IV
float64
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contracts_number
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hv_20
float64
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hv_40
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hv_75
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hv_90
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hv_120
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hv_180
float64
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1.18M
hv_200
float64
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917k
VIX
float64
11.5
82.7
3,161,400
USO
2023-07-28
1.92
2,551
1,722
141,937
127,580
6
35.92
31.12
30.65
30.54
30.87
32.34
33.75
454
20.404
27.794
30.357
31.562
32.195
32.366
32.692
35.346
13.33
3,161,401
USPH
2023-07-28
5.29
1
0
78
36
3
44.52
39.2
31.33
34.84
35.8
35.82
38.59
130
21.688
22.628
37.469
34.672
33.056
32.444
31.852
39.572
13.33
3,161,402
UST
2023-07-28
2.12
0
0
68
9
3
29.15
22.09
18.19
17.88
18.33
18.01
29.15
59
16.418
15.874
15.523
16.775
17.578
19.085
19.731
20.398
13.33
3,161,403
UTHR
2023-07-28
3.47
11
0
604
298
4
33.6
29.94
28.09
27.35
27.44
28.94
31
208
28.456
26.029
26.042
24.92
25.675
27.019
25.138
29.907
13.33
3,161,404
UTI
2023-07-28
45.67
0
0
57
3
3
50.95
50.95
34.65
34.65
50.95
50.95
50.95
20
31.85
37.806
39.856
38.524
39.029
41.117
43.601
46.08
13.33
3,161,405
UTL
2023-07-28
9.98
0
0
46
0
3
58.48
34.13
27.76
27.76
30.36
37.52
58.48
41
17.583
22.642
20.519
20.897
22.049
23.58
24.547
28.969
13.33
3,161,406
UUP
2023-07-28
3.02
556
1,117
124,084
84,464
6
34.39
26.16
16.01
8.21
8.23
13.1
14.53
212
7.751
7.942
7.278
7.019
6.937
7.198
8.429
9.186
13.33
3,161,407
UUUU
2023-07-28
22.26
423
27
25,472
4,054
4
52.44
50.17
50.17
50.17
51.305
52.44
52.44
73
41.848
40.007
45.956
44.634
44.044
45.555
49.035
64.182
13.33
3,161,408
UVE
2023-07-28
29.05
64
0
193
1,468
3
70.4
70.4
59.85
49.3
49.415
49.53
70.4
47
39.38
37.61
34.05
51.993
48.925
63.48
57.553
52.413
13.33
3,161,409
UVSP
2023-07-28
21.26
0
0
1
116
3
89.46
55.03
49.53
44.03
44.61
45.19
89.46
40
36.567
41.569
45.956
44.956
43.237
40.937
35.71
32.257
13.33
3,161,410
UVV
2023-07-28
11.68
21
0
284
122
3
32.39
27.23
23.875
20.77
20.52
20.52
25
46
10.336
16.22
15.993
15.461
15.594
16.495
16.986
23.329
13.33
3,161,411
UVXY
2023-07-28
4.69
4,470
1,812
51,602
29,614
8
115.32
109.45
113.2
112.64
113.81
109.95
115.3
493
59.24
60.092
64.948
67.151
67.5
84.445
77.193
79.05
13.33
3,161,412
UWM
2023-07-28
4.04
183
0
806
144
3
47.9
38.77
34.1
34.45
35.08
36.67
40.57
136
31.049
37.217
36.535
36.685
37.346
39.73
43.03
48.535
13.33
3,161,413
UYG
2023-07-28
4.09
11
9
571
155
3
36.15
31.53
28.95
28.4
28.72
30.97
35.83
151
23.123
24.666
28.136
29.339
30.651
34.959
37.043
42.071
13.33
3,161,414
UYM
2023-07-28
5.16
0
0
1
20
3
34.23
30.22
32.55
33.84
35.68
44.59
44.59
72
29.941
33.526
32.972
32.436
32.047
36.409
39.771
47.873
13.33
3,161,415
V
2023-07-28
2.71
4,810
14,302
146,448
134,811
7
30.35
24.85
20.14
19.48
19.84
21.72
23.44
566
11.817
15.569
16.343
16.461
16.278
16.062
19.264
22.583
13.33
3,161,416
VAC
2023-07-28
4.31
81
106
1,732
8,095
3
35.09
33.09
31.07
30.09
30.4
30.03
36.23
133
19.473
24.583
23.72
23.346
23.764
24.463
25.469
33.231
13.33
3,161,417
VAL
2023-07-28
8.28
54
23
3,844
2,889
5
42.45
40.57
43.16
40.05
37.94
41.39
41.18
142
29.899
35.827
37.655
39.724
40.853
44.77
43.922
49.736
13.33
3,161,418
VALE
2023-07-28
10.02
27,945
81,747
555,848
618,463
10
53.86
47.34
34.89
36.78
35.72
35.86
35.07
278
33.786
32.576
33.646
33.898
34.857
33.421
35.928
41.708
13.33
3,161,419
VAW
2023-07-28
0.57
3
1
59
5
3
20.41
19.73
18.08
16.38
18.18
20.41
20.41
134
14.675
16.761
16.554
16.458
16.29
17.991
19.741
23.408
13.33
3,161,420
VB
2023-07-28
1.92
42
2
1,173
140
3
28.9
23.78
19.75
17.37
18.51
20.68
22.69
255
13.265
15.873
16.26
16.289
16.915
18.44
20.45
23.484
13.33
3,161,421
VBK
2023-07-28
2.13
5
17
576
121
3
34.89
24.52
19.26
18.66
19.72
21.58
23.82
202
15.566
15.875
15.878
16.013
16.64
18.31
22.194
26.279
13.33
3,161,422
VBR
2023-07-28
1.66
32
18
856
189
3
35.77
20.63
17.31
16.74
17.82
21.94
24.33
231
12.613
17.178
17.555
17.495
17.915
19.302
20.076
22.507
13.33
3,161,423
VBTX
2023-07-28
27.82
1
1
102
28
3
15.44
66.19
44.87
15.44
54.31
57.93
58.75
41
30.623
39.327
41.319
44.733
50.735
59.199
51.686
45.485
13.33
3,161,424
VC
2023-07-28
4.2
10
6
335
185
3
39.7
36.6
36.65
36
35.07
36.61
37.05
152
24.08
26.083
30.549
30.063
29.523
31.064
33.14
38.084
13.33
3,161,425
VCEL
2023-07-28
13.91
10
15
353
117
3
54.15
56.36
55.73
54.15
54.91
56.36
56.36
47
30.061
32.069
34.966
35.1
36.318
38.645
64.61
60.1
13.33
3,161,426
VCIT
2023-07-28
1.28
71
2
271
17
3
10.03
10.03
10.03
7.59
8.29
10.03
10.03
53
7.918
7.162
6.714
7.069
7.112
7.324
8.398
9.09
13.33
3,161,427
VCLT
2023-07-28
2.82
195
21
444
302
3
42.9
29.98
19.76
14.66
15.27
16.44
19.64
170
13.663
11.929
11.3
12.303
12.085
12.749
15.165
16.13
13.33
3,161,428
VCR
2023-07-28
2.06
0
0
375
23
3
36.49
27.14
21.22
19.48
19.94
21.33
23.39
208
17.078
16.957
16.893
17.371
17.993
18.789
22.867
28.274
13.33
3,161,429
VCYT
2023-07-28
15.34
70
0
799
267
3
74.97
71.79
74.82
67.43
67.43
74.41
69.17
45
56.792
45.653
45.698
48.39
50.276
53.81
61.721
72.408
13.33
3,161,430
VDC
2023-07-28
0.95
5
0
85
34
3
21.05
21.05
11.11
10.34
13.9
18.97
21.05
116
8.955
8.903
9.157
8.873
9.051
9.745
11.469
15.289
13.33
3,161,431
VDE
2023-07-28
2.13
4
0
1,623
244
3
30.09
25.54
23.33
23
22.95
24.3
27.54
252
19.284
20.374
21.038
21.769
23.62
25.449
26.672
31.881
13.33
3,161,432
VEA
2023-07-28
3.58
24
367
4,424
1,418
3
27.53
21.44
15.69
13.77
13.68
17.6
23.54
109
13.596
13.625
13.372
13.073
12.661
13.977
15.842
19.022
13.33
3,161,433
VECO
2023-07-28
5.41
21
0
1,906
63
3
46.89
42.25
36.98
37.22
37.62
42.66
49.21
112
35.817
31.265
35.298
33.137
32.264
32.543
33.794
37.945
13.33
3,161,434
VEEV
2023-07-28
3.54
200
515
16,821
13,219
6
35.75
33.33
32.73
32.59
32.77
33.44
34.13
401
25.109
54.614
47.378
43.987
40.997
39.023
39.988
43.164
13.33
3,161,435
VEON
2023-07-28
10.7
0
0
2
70
3
70.08
64.2
65.64
64.26
63.28
90.92
134.05
64
30.706
32.479
32.337
35.05
35.694
46.283
71.126
68.998
13.33
3,161,436
VERI
2023-07-28
37.04
7
0
3,830
303
4
105.5
105.5
94.88
84.26
94.88
105.5
84.26
28
60.556
89.984
88.628
87.628
86.811
91.361
98.114
90.477
13.33
3,161,437
VERU
2023-07-28
16.4
29
43
16,016
8,750
5
106.33
123.44
114.885
106.33
114.885
123.44
123.44
60
52.721
65.529
74.479
83.526
84.93
102.627
109.567
119.582
13.33
3,161,438
VET
2023-07-28
22.12
279
106
56,723
13,444
7
44.84
44.11
44.11
44.11
44.475
44.84
44.84
141
41.722
43.7
43.576
45.037
43.456
43.298
47.679
58.233
13.33
3,161,439
VEU
2023-07-28
1.91
0
0
1,277
370
3
18.41
9.71
13.92
13.22
14.14
18.41
18.41
56
13.878
13.645
13.416
13
12.396
13.492
15.148
17.976
13.33
3,161,440
VFC
2023-07-28
7.8
641
868
123,309
61,218
7
49.99
51.27
56.62
50.27
56.9
52.26
58.05
244
35.876
38.957
44.527
42.887
41.705
43.747
48.43
46.135
13.33
3,161,441
VFH
2023-07-28
3.21
7
3
688
33
3
30.74
25.52
18.19
16.28
16.41
21.42
34.3
109
12.398
13.478
15.655
16.396
17.276
20.435
20.193
22.493
13.33
3,161,442
VGK
2023-07-28
2.68
56
44
4,562
3,663
5
21.33
20.31
16.22
15.83
17.23
20.23
25.03
278
15.272
13.933
13.883
13.621
13.662
15.581
17.084
21.457
13.33
3,161,443
VGR
2023-07-28
31.43
4
184
3,691
3,649
5
28.75
36.36
27.12
24.84
37.56
24.84
46.8
65
16.185
23.112
31.092
29.212
27.766
32.171
30.177
30.516
13.33
3,161,444
VGT
2023-07-28
1.35
52
12
2,504
2,173
5
29.2
24.78
20.51
19.84
20.17
21.55
23.31
679
15.25
15.891
17.893
17.803
17.516
18.771
23.806
27.569
13.33
3,161,445
VHT
2023-07-28
2.47
4
2
462
85
3
28.24
20.69
14.17
12.74
12.84
14.59
20.03
157
11.125
10.679
10.614
11.017
11.36
12.222
13.096
16.396
13.33
3,161,446
VIAV
2023-07-28
17.36
7
30
497
234
3
38.81
46.79
36.19
29.79
36.5
34.43
31.13
70
18.795
24.632
24.848
29.628
28.283
27.873
29.529
36.523
13.33
3,161,447
VICI
2023-07-28
9.03
561
446
18,634
9,035
5
25.57
22.37
20.77
18.97
20.86
20.65
21.98
106
17.617
17.489
17.867
18.127
18.841
18.576
19.185
22.344
13.33
3,161,448
VICR
2023-07-28
8.18
445
458
1,748
1,393
5
55.98
54.48
53.39
52.92
53.61
53.33
54.42
211
198.687
146.255
129.204
117.574
108.03
105.663
91.716
81.413
13.33
3,161,449
VIG
2023-07-28
0.89
132
38
3,323
826
3
24.76
18.89
14.16
12.26
13.16
16.75
23.19
388
7.59
8.942
9.854
10.197
10.377
11.51
13.836
17.275
13.33
3,161,450
VIPS
2023-07-28
11.09
196
209
17,400
8,569
5
58.71
58.58
47.59
44.99
46.03
42.54
50.22
161
44.093
44.664
47.353
47.287
44.737
43.319
46.664
54.284
13.33
3,161,451
VIRT
2023-07-28
11.44
680
96
14,222
6,766
5
37.18
28.68
27
25.76
27.4
27.81
30.36
168
21.238
22.363
29.752
28.495
28.716
30.138
30.759
30.308
13.33
3,161,452
VIS
2023-07-28
0.95
0
0
26
19
3
23.42
23.42
18.17
15.2
17.35
22.1
23.42
99
10.106
13.704
14.522
14.709
15.438
16.251
17.438
20.842
13.33
3,161,453
VIV
2023-07-28
40.83
11
20
8,039
160
3
37.18
37.18
30.9
24.62
24.62
24.62
37.18
21
31.732
30.912
28.186
27.166
26.586
26.13
29.699
31.062
13.33
3,161,454
VIXM
2023-07-28
5.11
32
0
1,260
93
3
46.55
39.31
32.72
34.42
34.25
36.73
38.05
158
19.915
21.759
21.718
21.63
22.449
29.198
26.616
26.054
13.33
3,161,455
VIXY
2023-07-28
3.86
40
13
927
729
8
74.43
75.33
75.05
75.54
75.47
74.11
79.79
428
40.642
40.545
43.892
45.47
46.173
57.439
52.263
53.466
13.33
3,161,456
VKTX
2023-07-28
6.34
283
372
26,210
4,234
6
64.77
72.18
72.63
76.93
83.38
79.42
75.52
267
46.315
69.569
70.232
70.045
137.992
123.101
136.89
116.051
13.33
3,161,457
VLO
2023-07-28
3.3
4,853
1,398
88,566
66,555
8
36.79
35.37
31.99
30.79
32.25
31.57
32.73
462
25.864
25.786
28.382
28.817
32.7
35.314
36.29
41.503
13.33
3,161,458
VLRS
2023-07-28
31.43
5
9
4,972
57
3
56.99
56.99
55.28
55.76
55.28
56.99
53.57
40
41.374
33.209
36.588
44.406
44.883
45.903
48.262
57.973
13.33
3,161,459
VLUE
2023-07-28
1.08
0
0
47
0
3
22.19
22.19
17.5
14.11
16.49
22.19
22.19
66
9.967
12.368
13.892
13.758
14.183
15.314
16.876
20.42
13.33
3,161,460
VLY
2023-07-28
17.99
180
48
20,005
57,129
6
43.83
37.86
37.79
37.72
39.815
41.91
42.14
134
45.403
50.028
55.474
64.38
62.267
56.147
49.288
43.095
13.33
3,161,461
VMC
2023-07-28
3.84
103
72
4,247
2,224
6
30.53
27.21
24.78
24.6
24.54
26.6
29.32
335
16.173
16.077
19.314
19.597
19.804
23.658
24.552
26.355
13.33
3,161,462
VMI
2023-07-28
3.12
29
20
102
232
3
32.77
28.54
26.55
26.69
26.24
27.35
27.54
161
34.898
35.791
33.787
31.623
31.701
32.256
30.165
30.361
13.33
3,161,463
VMW
2023-07-28
5.58
75
142
22,312
93,502
5
58.58
42.64
41.9
47.79
47.24
38.27
44.89
49
31.213
29.137
26.96
25.757
24.484
25.395
23.299
33.22
13.33
3,161,464
VNDA
2023-07-28
23.23
166
10
323
45
3
29.03
82.02
55.525
45.01
32.795
36.56
60.26
52
41.295
37.764
40.936
41.456
39.187
36.716
50.863
45.476
13.33
3,161,465
VNET
2023-07-28
27.45
44
56
3,530
4,043
3
83.28
83.28
83.28
83.28
83.28
83.28
83.28
37
79.241
66.977
63.826
60.756
86.9
85.256
78.097
82.315
13.33
3,161,466
VNO
2023-07-28
27.82
957
455
77,711
22,628
7
62.27
54.72
54.445
54.17
54.42
54.67
60.37
150
45.502
57.981
55.416
55.64
55.207
53.717
51.49
46.779
13.33
3,161,467
VNOM
2023-07-28
4.34
30
13
2,170
2,331
3
48.63
38.52
29.95
34.26
34.57
40.47
46.74
121
27.827
25.169
25.519
26.731
28.041
30.826
34.971
41.977
13.33
3,161,468
VNQ
2023-07-28
2.11
419
755
15,602
58,133
6
24.74
21.65
19.01
18.74
18.41
19.06
17.34
458
12.822
15.452
15.961
16.535
17.942
18.654
21.517
23.063
13.33
3,161,469
VNQI
2023-07-28
2.48
0
0
188
17
3
17.54
14.93
14.23
12.65
13.36
17.54
17.54
53
12.517
14.417
15.07
14.726
14.075
14.038
16.739
18.306
13.33
3,161,470
VO
2023-07-28
2.19
1
3
878
158
3
29.74
24.88
17.1
14.85
15.73
20.24
24.37
181
10.069
11.168
12.094
12.63
13.41
15.114
17.949
21.591
13.33
3,161,471
VOC
2023-07-28
16.77
58
4
789
342
3
55.14
55.14
48.54
44.68
44.68
45.79
54.64
40
37.944
36.774
38.528
38.845
44.62
47.134
59.425
62.708
13.33
3,161,472
VOD
2023-07-28
11.25
95
338
97,775
35,726
5
35.51
29.61
27.39
26.11
26.11
27.32
30.06
125
25.565
24.263
30.333
28.983
27.443
28.569
29.502
29.148
13.33
3,161,473
VOE
2023-07-28
1.78
4
0
411
57
3
28.81
21.32
15.8
13.94
14.92
20.42
28.81
225
9.071
11.821
12.782
12.986
13.711
15.212
16.489
19.553
13.33
3,161,474
VONV
2023-07-28
1.47
0
10
11
0
3
39.01
25.37
17.77
16.94
23.35
25.8
39.01
67
8.661
9.801
10.821
11.575
11.991
13.316
15.013
18.039
13.33
3,161,475
VOO
2023-07-28
1.42
569
242
20,408
12,554
6
26.74
21.56
16.15
14.5
14.76
17.05
22.35
813
8.604
9.379
10.517
11.229
11.419
12.969
16.033
20.029
13.33
3,161,476
VOT
2023-07-28
2.05
0
2
359
33
3
31.34
24.71
19.81
17.87
18.53
20.85
22.37
214
12.228
12.136
12.863
13.577
14.269
16.361
20.87
25.267
13.33
3,161,477
VOX
2023-07-28
1
0
0
106
10
3
28.33
10.86
17.93
18.8
20.79
28.33
28.33
130
16.511
14.732
14.806
17.738
17.69
19.179
22.609
26.067
13.33
3,161,478
VOXX
2023-07-28
31.43
32
0
259
30
3
70.17
57.46
57.46
57.46
63.815
70.17
70.17
35
79.243
66.243
84.286
78.189
73.925
66.609
60.22
69.1
13.33
3,161,479
VOYA
2023-07-28
4.99
415
3
1,594
1,214
5
36.39
30.61
24.97
23.85
24.01
25.14
26.28
194
16.945
18.743
26.608
25.231
24.913
31.139
30.838
30.815
13.33
3,161,480
VPG
2023-07-28
12.72
0
0
0
61
2
40.88
30.48
33.37
30.48
33.35
67.39
67.39
24
21.827
26.053
32.418
30.208
29.472
30.414
31.354
32.25
13.33
3,161,481
VPL
2023-07-28
3.04
0
0
487
3
3
18.66
18.4
16.12
14.03
14.93
16.71
18.66
103
12.608
15.387
14.237
13.841
12.97
13.558
15.758
17.228
13.33
3,161,482
VPU
2023-07-28
1.84
0
0
346
299
3
30.15
20.13
16.7
15.92
16.22
17.68
30.15
227
15.553
14.674
14.179
14.072
15.775
16.499
17.402
20.248
13.33
3,161,483
VRA
2023-07-28
52.08
0
0
3,447
0
3
37.3
57.72
47.51
37.3
42.73
48.16
71.4
18
25.613
47.933
44.879
44.55
42.716
42.323
49.168
52.38
13.33
3,161,484
VREX
2023-07-28
29.05
1
10
255
23
4
69.04
40.59
40.59
44.81
40.825
41.06
56.06
53
17.962
15.624
42.662
39.11
37.166
34.371
35.853
34.923
13.33
3,161,485
VRNS
2023-07-28
15.69
43
22
1,969
476
3
49.14
51.89
43.75
43.75
46.62
48.05
47.39
45
25.434
29.289
29.632
30.044
32.259
37.01
43.672
60.73
13.33
3,161,486
VRNT
2023-07-28
13.61
0
0
6,569
7,961
3
44.11
32.54
39.35
32.54
35.76
33.67
37.71
42
32.558
30.077
28.18
27.486
29.522
28.797
31.193
33.569
13.33
3,161,487
VRP
2023-07-28
7.8
0
0
0
0
1
41.06
41.06
31.17
31.17
36.115
41.06
41.06
6
4.301
4.083
6.434
6.171
7.207
12.903
12.149
10.907
13.33
3,161,488
VRRM
2023-07-28
29.05
101
4
3,686
3,527
4
32.72
31.9
27.5
27.43
25.025
26.95
23.1
57
19.092
20.443
22.047
21.535
20.811
22.98
26.182
30.881
13.33
3,161,489
VRSK
2023-07-28
3.76
57
57
4,817
525
4
31.54
24.6
22.04
22.19
22.28
22.07
28.57
181
15.545
14.813
21.496
20.805
20.103
20.531
23.628
25.226
13.33
3,161,490
VRSN
2023-07-28
3.67
176
157
1,330
766
7
34.86
28.86
25.09
21.62
21.89
24.53
28.37
269
20.1
17.575
17.54
17.779
17.657
18.315
20.567
26.078
13.33
3,161,491
VRTV
2023-07-28
3.61
0
0
183
65
3
45.24
44.81
44.94
44.15
44.13
44.45
44.98
73
22.163
37.376
37.686
37.269
37.793
43.467
44.078
47.358
13.33
3,161,492
VRTX
2023-07-28
2.68
277
293
10,588
8,596
6
35.83
30.88
26.35
24.99
25
27.42
28.63
388
17.976
19.42
17.919
19.962
20.459
21.019
22.045
27.73
13.33
3,161,493
VSAT
2023-07-28
13.05
656
36
5,201
3,182
6
50.88
50.88
50.58
50.28
50.305
50.33
50.88
113
105.432
81.945
75.146
70.845
67.83
68.111
67.819
68.544
13.33
3,161,494
VSH
2023-07-28
15.69
15
0
4,421
763
5
37.35
35.46
26.74
26.74
29.8
34.36
41.22
65
21.491
21.367
40.026
36.52
34.365
36.847
33.81
33.675
13.33
3,161,495
VSS
2023-07-28
0.92
0
1
23
10
3
21.77
11.2
12.3
16.43
21.14
21.77
21.77
80
13.364
12.902
12.832
12.978
12.628
13.523
15.866
19.219
13.33
3,161,496
VST
2023-07-28
10.24
365
276
69,892
15,674
5
45.07
31.96
28.74
25.73
25.7
28.01
30.69
165
22.579
20.118
21.965
22.237
22.527
34.298
32.53
34.005
13.33
3,161,497
VSTM
2023-07-28
20
2
0
480
19
3
59.71
93.41
75.48
59.71
82.23
85.07
96.21
96
54.157
78.395
268.92
242.518
227.054
201.861
172.179
149.17
13.33
3,161,498
VSTO
2023-07-28
10.1
121
740
2,766
35,338
9
41.64
41.77
38.54
35.31
35.71
36.11
39.8
199
30.384
32.198
44.715
42.873
41.336
39.527
38.813
41.078
13.33
3,161,499
VT
2023-07-28
2.3
91
200
2,006
1,274
3
24.95
19.3
15.43
13.39
14.41
18.48
24.95
165
10.322
10.706
11.093
11.412
11.241
12.622
15.332
18.843
13.33