symbol
string
datetime
string
short_volume
int64
total_volume
int64
short_volume_ratio_exchange
float64
retail_short_ratio
float64
institutional_short_ratio
float64
market_maker_short_ratio
float64
ABBV
2024-10-18
2,661,146
9,394,946
0.366237
0.006385
0.992327
0.001288
ABBV
2024-10-25
2,206,727
7,505,893
0.381463
0.003676
0.991944
0.004381
ABBV
2024-11-01
4,339,983
10,322,367
0.498523
0.00738
0.990011
0.00261
ABBV
2024-11-08
2,596,799
7,941,148
0.272774
0.004502
0.994238
0.00126
ABBV
2024-11-15
3,642,477
16,568,584
0.308489
0.012517
0.986594
0.000889
ABBV
2024-11-22
3,374,839
10,021,840
0.43501
0.012955
0.985401
0.001643
ABBV
2024-11-29
3,776,249
10,675,869
0.547355
0.010155
0.989193
0.000652
ABBV
2024-12-06
3,382,225
8,065,600
0.548355
0.011783
0.975927
0.012291
ABBV
2024-12-13
2,581,571
11,226,756
0.446434
0.014439
0.981733
0.003828
ABBV
2024-12-20
5,346,660
17,420,900
0.468833
0.012399
0.975031
0.01257
ABBV
2024-12-27
1,988,888
5,020,914
0.427246
0.005903
0.986513
0.007585
ABBV
2025-01-03
2,251,029
5,130,805
0.520084
0.013873
0.977654
0.008473
ABBV
2025-01-10
2,943,973
5,935,431
0.597454
0.007484
0.974747
0.017769
ABBV
2025-01-17
3,387,524
10,377,064
0.475886
0.017136
0.967694
0.01517
ABBV
2025-01-24
2,902,640
8,933,038
0.364089
0.01691
0.979542
0.003548
ABBV
2025-01-31
4,726,327
10,558,606
0.540729
0.012544
0.983122
0.004334
ABBV
2025-02-07
3,968,078
9,527,535
0.550004
0.014145
0.978206
0.007649
ABBV
2025-02-14
2,653,859
6,416,422
0.6037
0.011499
0.98082
0.00768
ABBV
2025-02-21
3,317,036
6,601,065
0.530397
0.009604
0.988041
0.002355
ABBV
2025-02-28
4,807,829
13,646,388
0.458425
0.015597
0.981366
0.003037
ABBV
2025-03-07
3,781,721
9,519,291
0.455185
0.015448
0.975631
0.008921
ABBV
2025-03-14
4,395,732
9,265,202
0.468952
0.019317
0.978948
0.001735
ABBV
2025-03-21
7,220,068
16,966,058
0.502529
0.007432
0.991534
0.001034
ABBV
2025-03-28
4,256,803
11,357,884
0.400856
0.009252
0.988706
0.002043
ABBV
2025-04-04
3,424,144
8,649,613
0.477082
0.007645
0.991093
0.001261
ABCB
2011-01-07
32,718
66,876
0.335959
0.161524
0.832408
0.006068
ABCB
2011-01-14
19,874
38,138
0.457162
0.300261
0.692596
0.007143
ABCB
2011-01-21
29,467
53,698
0.572458
0.190784
0.788951
0.020265
ABCB
2011-01-28
22,032
59,728
0.332091
0.166111
0.826116
0.007773
ABCB
2011-02-04
50,714
88,192
0.439018
0.42833
0.547009
0.024661
ABCB
2011-02-11
44,528
75,161
0.415874
0.411662
0.562952
0.025386
ABCB
2011-02-18
11,950
36,154
0.465572
0.220601
0.675631
0.103768
ABCB
2011-02-25
29,057
46,929
0.598474
0.184845
0.808419
0.006737
ABCB
2011-03-04
35,472
77,907
0.444177
0.277974
0.635765
0.08626
ABCB
2011-03-11
38,134
72,748
0.524857
0.315535
0.676932
0.007533
ABCB
2011-03-18
55,552
89,964
0.576093
0.139035
0.81929
0.041675
ABCB
2011-03-25
20,052
46,563
0.487299
0.324142
0.635493
0.040366
ABCB
2011-04-01
13,228
26,256
0.557082
0.16312
0.752203
0.084677
ABCB
2011-04-08
29,009
45,821
0.625021
0.287649
0.671108
0.041243
ABCB
2011-04-15
28,802
56,509
0.560023
0.27805
0.718981
0.002969
ABCB
2011-04-22
32,319
65,016
0.554243
0.324422
0.647561
0.028017
ABCB
2011-04-29
23,504
35,341
0.661405
0.301194
0.675289
0.023516
ABCB
2011-05-06
50,258
92,021
0.70985
0.224656
0.762848
0.012496
ABCB
2011-05-13
44,069
81,865
0.450444
0.190977
0.778847
0.030175
ABCB
2011-05-20
31,582
65,445
0.51048
0.225556
0.740493
0.033952
ABCB
2011-05-27
26,766
49,844
0.584738
0.184974
0.774525
0.040501
ABCB
2011-06-03
39,275
72,771
0.537119
0.1834
0.780576
0.036024
ABCB
2011-06-10
34,201
56,385
0.658822
0.04308
0.904224
0.052696
ABCB
2011-06-17
32,719
85,795
0.487111
0.13725
0.828175
0.034574
ABCB
2011-06-24
31,668
67,846
0.506309
0.195497
0.734135
0.070368
ABCB
2011-07-01
43,372
59,838
0.598275
0.232633
0.707256
0.060111
ABCB
2011-07-08
36,839
57,336
0.602904
0.207248
0.752732
0.04002
ABCB
2011-07-15
21,354
36,708
0.677619
0.264778
0.629225
0.105997
ABCB
2011-07-22
108,297
199,289
0.473872
0.147506
0.67763
0.174864
ABCB
2011-07-29
81,622
124,644
0.632555
0.267691
0.633185
0.099124
ABCB
2011-08-05
56,685
81,413
0.692594
0.196471
0.732468
0.071061
ABCB
2011-08-12
73,196
154,582
0.50127
0.21821
0.691838
0.089952
ABCB
2011-08-19
72,993
138,492
0.599699
0.30101
0.612181
0.086809
ABCB
2011-08-26
43,933
89,740
0.554165
0.204106
0.728739
0.067155
ABCB
2011-09-02
38,261
77,050
0.576241
0.302908
0.586741
0.110351
ABCB
2011-09-09
69,867
104,378
0.683626
0.185789
0.539777
0.274434
ABCB
2011-09-16
31,394
58,646
0.583611
0.237057
0.609917
0.153026
ABCB
2011-09-23
97,026
154,389
0.669257
0.070238
0.702206
0.227556
ABCB
2011-09-30
45,677
88,935
0.655319
0.191449
0.689582
0.118968
ABCB
2011-10-07
107,821
176,249
0.709896
0.214007
0.745334
0.04066
ABCB
2011-10-14
58,212
111,577
0.600254
0.092961
0.85825
0.048789
ABCB
2011-10-21
37,426
93,533
0.460607
0.113682
0.787104
0.099214
ABCB
2011-10-28
96,988
188,758
0.424732
0.212233
0.658997
0.12877
ABCB
2011-11-04
36,473
190,515
0.542465
0.341736
0.635307
0.022957
ABCB
2011-11-11
44,566
81,802
0.682976
0.411579
0.518814
0.069607
ABCB
2011-11-18
37,080
67,047
0.612687
0.413164
0.527235
0.059601
ABCB
2011-11-25
19,518
42,237
0.542833
0.400554
0.521886
0.077561
ABCB
2011-12-02
23,072
89,726
0.404027
0.259853
0.720185
0.019962
ABCB
2011-12-09
31,318
120,065
0.423916
0.075037
0.835664
0.089299
ABCB
2011-12-16
26,810
57,419
0.463671
0.229172
0.636281
0.134547
ABCB
2011-12-23
23,130
54,548
0.511111
0.124675
0.801143
0.074182
ABCB
2011-12-30
25,395
32,802
0.732061
0.244637
0.654933
0.10043
ABCB
2012-01-06
49,844
94,771
0.4519
0.350596
0.555159
0.094244
ABCB
2012-01-13
15,001
30,361
0.534393
0.285527
0.673518
0.040954
ABCB
2012-01-20
16,515
29,563
0.460464
0.42998
0.446472
0.123548
ABCB
2012-01-27
28,992
48,896
0.45871
0.544268
0.426783
0.028949
ABCB
2012-02-03
49,076
88,127
0.457265
0.367779
0.597795
0.034427
ABCB
2012-02-10
21,787
60,359
0.379147
0.192507
0.723084
0.08441
ABCB
2012-02-17
25,816
43,665
0.728625
0.388021
0.573894
0.038085
ABCB
2012-02-24
29,871
53,451
0.519763
0.315606
0.68293
0.001465
ABCB
2012-03-02
105,598
161,380
0.62393
0.408749
0.582187
0.009064
ABCB
2012-03-09
49,746
63,622
0.799422
0.27944
0.689601
0.030959
ABCB
2012-03-16
51,085
90,463
0.68951
0.235022
0.75305
0.011928
ABCB
2012-03-23
69,641
109,139
0.706453
0.2345
0.75366
0.01184
ABCB
2012-03-30
35,885
84,123
0.546874
0.367469
0.586816
0.045715
ABCB
2012-04-06
27,146
54,631
0.555988
0.296189
0.63635
0.067461
ABCB
2012-04-13
58,318
79,793
0.71956
0.301197
0.652661
0.046142
ABCB
2012-04-20
85,547
102,565
0.698163
0.33218
0.646273
0.021547
ABCB
2012-04-27
68,901
124,623
0.609981
0.244325
0.670813
0.084863
ABCB
2012-05-04
73,008
127,716
0.630187
0.223702
0.652805
0.123493
ABCB
2012-05-11
49,500
102,051
0.605968
0.267072
0.640297
0.092631
ABCB
2012-05-18
53,599
114,690
0.481017
0.262893
0.543326
0.193782
ABCB
2012-05-25
52,892
91,993
0.59344
0.295202
0.615395
0.089403
ABCB
2012-06-01
66,598
84,048
0.765667
0.29343
0.560763
0.145807
ABCB
2012-06-08
25,652
48,090
0.62791
0.283864
0.641222
0.074914