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
AAP
2024-01-12
1,021,308
2,116,995
0.518421
0.011931
0.976824
0.011245
AAP
2024-01-19
1,278,176
2,084,480
0.563441
0.008876
0.979755
0.011369
AAP
2024-01-26
1,183,738
2,221,645
0.5477
0.005358
0.970226
0.024417
AAP
2024-02-02
1,199,063
2,205,700
0.606426
0.013047
0.963988
0.022966
AAP
2024-02-09
961,334
1,909,989
0.554662
0.004513
0.975151
0.020336
AAP
2024-02-16
1,185,169
2,336,177
0.529619
0.008218
0.980995
0.010787
AAP
2024-02-23
1,377,741
2,425,232
0.583602
0.008188
0.982229
0.009582
AAP
2024-03-01
2,908,849
5,428,461
0.522236
0.01267
0.978413
0.008917
AAP
2024-03-08
1,872,462
3,397,063
0.640015
0.006932
0.975302
0.017767
AAP
2024-03-15
3,355,388
6,798,470
0.62893
0.01352
0.964821
0.021659
AAP
2024-03-22
1,687,503
3,394,780
0.520066
0.008314
0.970927
0.020759
AAP
2024-03-29
1,513,937
2,767,525
0.571084
0.008331
0.974744
0.016925
AAP
2024-04-05
1,454,917
2,711,707
0.5932
0.003825
0.972859
0.023316
AAP
2024-04-12
1,268,181
2,311,570
0.619345
0.009726
0.978611
0.011663
AAP
2024-04-19
1,681,416
3,231,499
0.599576
0.007143
0.977173
0.015684
AAP
2024-04-26
1,316,008
2,229,639
0.582749
0.004174
0.971602
0.024224
AAP
2024-05-03
992,770
1,884,896
0.651508
0.011411
0.961669
0.02692
AAP
2024-05-10
856,938
1,596,888
0.591854
0.004214
0.970269
0.025518
AAP
2024-05-17
1,322,483
2,280,874
0.53975
0.00728
0.97694
0.01578
AAP
2024-05-24
1,502,109
2,582,511
0.573265
0.005582
0.983148
0.01127
AAP
2024-05-31
2,642,804
4,782,249
0.502317
0.00911
0.970968
0.019921
AAP
2024-06-07
1,316,386
2,133,288
0.661827
0.005712
0.959053
0.035235
AAP
2024-06-14
1,210,012
2,171,052
0.596693
0.006438
0.945686
0.047875
AAP
2024-06-21
1,159,961
2,394,034
0.681495
0.012036
0.948113
0.039851
AAP
2024-06-28
1,524,966
2,446,798
0.733845
0.006984
0.967849
0.025167
AAP
2024-07-05
1,520,683
2,326,047
0.768044
0.011124
0.971001
0.017874
AAP
2024-07-12
1,279,837
2,369,516
0.612909
0.00519
0.978973
0.015837
AAP
2024-07-19
1,189,339
2,294,541
0.571019
0.005972
0.980324
0.013704
AAP
2024-07-26
1,057,158
1,977,640
0.569977
0.007957
0.962443
0.029599
AAP
2024-08-02
1,141,940
1,997,083
0.556949
0.009116
0.968283
0.022601
AAP
2024-08-09
1,215,738
2,231,654
0.631387
0.008745
0.969173
0.022082
AAP
2024-08-16
1,111,291
1,705,582
0.700694
0.01149
0.972734
0.015777
AAP
2024-08-23
3,396,956
5,845,040
0.571518
0.011445
0.974845
0.01371
AAP
2024-08-30
2,410,085
4,049,228
0.611176
0.010808
0.980388
0.008804
AAP
2024-09-06
2,090,826
3,863,335
0.549083
0.008362
0.985518
0.00612
AAP
2024-09-13
2,393,760
4,245,225
0.63391
0.008075
0.985527
0.006398
AAP
2024-09-20
2,402,780
5,138,711
0.585508
0.021465
0.954672
0.023864
AAP
2024-09-27
1,536,797
3,508,296
0.498715
0.009608
0.985484
0.004907
AAP
2024-10-04
3,131,423
5,628,614
0.576059
0.005063
0.987676
0.00726
AAP
2024-10-11
2,241,327
3,758,820
0.614746
0.003535
0.988294
0.008171
AAP
2024-10-18
2,449,552
4,419,126
0.694596
0.007164
0.991157
0.001679
AAP
2024-10-25
2,240,346
4,239,783
0.601237
0.006616
0.992239
0.001145
AAP
2024-11-01
3,218,907
4,731,926
0.710369
0.004031
0.994835
0.001134
AAP
2024-11-08
2,208,550
3,755,602
0.661714
0.006531
0.992323
0.001146
AAP
2024-11-15
4,643,640
6,632,098
0.609388
0.006382
0.992597
0.001021
AAP
2024-11-22
2,086,498
4,068,151
0.630754
0.017278
0.982595
0.000127
AAP
2024-11-29
2,330,636
3,516,134
0.664944
0.009219
0.990395
0.000386
AAP
2024-12-06
2,589,806
3,855,503
0.668993
0.014309
0.980826
0.004864
AAP
2024-12-13
2,465,592
3,682,939
0.701384
0.00981
0.987347
0.002842
AAP
2024-12-20
2,335,647
3,882,619
0.611887
0.013285
0.967343
0.019372
AAP
2024-12-27
1,179,739
1,653,526
0.7469
0.007418
0.981683
0.010899
AAP
2025-01-03
2,169,323
2,940,440
0.749229
0.007149
0.990288
0.002562
AAP
2025-01-10
1,987,438
3,089,469
0.640443
0.010707
0.983194
0.006099
AAP
2025-01-17
1,532,047
2,529,123
0.667857
0.010623
0.984341
0.005035
AAP
2025-01-24
1,303,382
1,999,211
0.668483
0.00827
0.990773
0.000956
AAP
2025-01-31
1,672,948
2,423,268
0.774134
0.031341
0.96808
0.000578
AAP
2025-02-07
1,357,007
2,364,870
0.588546
0.012836
0.982785
0.004379
AAP
2025-02-14
2,188,830
3,287,469
0.716021
0.010342
0.988453
0.001205
AAP
2025-02-21
1,721,973
3,600,226
0.596716
0.01111
0.982931
0.00596
AAP
2025-02-28
3,553,225
6,838,364
0.526209
0.012739
0.98591
0.00135
AAP
2025-03-07
3,680,655
5,867,787
0.64371
0.005362
0.994108
0.00053
AAP
2025-03-14
2,876,801
4,687,962
0.627767
0.007473
0.990646
0.001881
AAP
2025-03-21
2,147,300
3,344,186
0.734653
0.00726
0.989668
0.003072
AAP
2025-03-28
2,514,175
3,688,841
0.668228
0.010481
0.988468
0.001052
AAP
2025-04-04
1,769,882
2,675,271
0.531732
0.002096
0.996624
0.001279
AAPG
2025-01-31
5,928
100,093
0.087862
0.032227
0.967773
0
AAPG
2025-02-07
19,593
47,090
0.477083
0.093933
0.766691
0.139376
AAPG
2025-02-14
6,187
17,096
0.4007
0.146089
0.663078
0.190833
AAPG
2025-02-21
7,566
15,977
0.531756
0.071825
0.868321
0.059854
AAPG
2025-02-28
12,189
27,114
0.459007
0.033352
0.856885
0.109763
AAPG
2025-03-07
2,641
9,781
0.540478
0.181629
0.776123
0.042248
AAPG
2025-03-14
7,222
10,810
0.464767
0.217026
0.782974
0
AAPG
2025-03-21
2,603
11,317
0.413227
0.403382
0.595111
0.001507
AAPG
2025-03-28
4,241
18,871
0.18021
0.065945
0.934055
0
AAPG
2025-04-04
1,113
14,153
0.168743
0.079745
0.920255
0
AAPL
2011-01-07
8,893,810
19,134,061
0.461219
0.286152
0.628336
0.085512
AAPL
2011-01-14
11,789,186
22,008,065
0.563231
0.302972
0.619098
0.077931
AAPL
2011-01-21
24,197,268
54,387,222
0.439456
0.292422
0.586447
0.121131
AAPL
2011-01-28
13,856,925
31,652,930
0.487489
0.316177
0.53124
0.152583
AAPL
2011-02-04
9,718,197
21,816,811
0.497623
0.334841
0.527726
0.137433
AAPL
2011-02-11
13,792,419
30,550,055
0.499207
0.323468
0.564091
0.112441
AAPL
2011-02-18
15,790,304
30,031,878
0.56225
0.311398
0.495111
0.193491
AAPL
2011-02-25
11,435,595
24,939,122
0.506267
0.307732
0.590978
0.10129
AAPL
2011-03-04
15,338,538
33,566,990
0.492304
0.298872
0.529131
0.171997
AAPL
2011-03-11
14,399,150
28,497,812
0.52729
0.297376
0.634709
0.067915
AAPL
2011-03-18
17,435,013
44,687,622
0.398933
0.311622
0.621014
0.067364
AAPL
2011-03-25
13,438,836
25,213,316
0.577848
0.317014
0.598922
0.084065
AAPL
2011-04-01
9,402,121
22,364,935
0.433745
0.311693
0.614736
0.073571
AAPL
2011-04-08
8,876,647
26,074,288
0.313229
0.305824
0.627313
0.066863
AAPL
2011-04-15
10,365,010
25,810,239
0.371565
0.238474
0.690477
0.071049
AAPL
2011-04-22
11,863,147
27,420,198
0.459577
0.336265
0.56231
0.101425
AAPL
2011-04-29
9,967,700
19,642,109
0.544022
0.296901
0.600852
0.102247
AAPL
2011-05-06
7,797,288
20,863,575
0.416367
0.273557
0.640857
0.085585
AAPL
2011-05-13
9,053,710
19,441,468
0.507649
0.256539
0.58896
0.154501
AAPL
2011-05-20
9,808,540
23,074,830
0.454362
0.262401
0.652544
0.085055
AAPL
2011-05-27
7,810,473
17,613,416
0.477642
0.255952
0.651754
0.092294
AAPL
2011-06-03
7,525,563
19,140,988
0.420636
0.267292
0.645477
0.08723
AAPL
2011-06-10
10,029,822
24,458,822
0.429308
0.196221
0.730607
0.073172
AAPL
2011-06-17
11,519,157
26,371,107
0.466682
0.197446
0.723144
0.079411
AAPL
2011-06-24
13,739,389
30,718,009
0.47207
0.210628
0.703957
0.085415