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
2020-03-13
2,664,263
5,825,763
0.508267
0.398704
0.517053
0.084243
AAP
2020-03-20
2,154,748
5,150,528
0.437517
0.501072
0.456107
0.042821
AAP
2020-03-27
2,034,028
4,675,254
0.526892
0.468581
0.493424
0.037995
AAP
2020-04-03
2,643,584
5,264,983
0.564183
0.383004
0.576796
0.0402
AAP
2020-04-10
1,584,048
3,135,063
0.592745
0.444594
0.515915
0.039491
AAP
2020-04-17
2,509,565
3,653,321
0.713405
0.453026
0.505554
0.041421
AAP
2020-04-24
1,720,050
3,304,414
0.548517
0.416832
0.492978
0.09019
AAP
2020-05-01
1,328,823
2,659,423
0.574215
0.43096
0.474862
0.094177
AAP
2020-05-08
1,187,331
2,267,919
0.558557
0.405043
0.521191
0.073765
AAP
2020-05-15
1,910,402
4,287,662
0.48734
0.310652
0.63569
0.053658
AAP
2020-05-22
3,484,406
6,608,021
0.526165
0.449054
0.503481
0.047465
AAP
2020-05-29
1,729,283
2,769,029
0.618165
0.390969
0.570049
0.038982
AAP
2020-06-05
1,151,750
2,349,979
0.555476
0.407242
0.515506
0.077253
AAP
2020-06-12
1,703,053
3,175,769
0.549812
0.443199
0.455727
0.101074
AAP
2020-06-19
2,252,849
3,688,231
0.696659
0.373577
0.576317
0.050106
AAP
2020-06-26
2,744,342
4,388,866
0.688737
0.483735
0.475149
0.041116
AAP
2020-07-03
932,109
1,728,799
0.572479
0.393063
0.550395
0.056542
AAP
2020-07-10
1,524,160
2,628,934
0.607865
0.463819
0.467876
0.068305
AAP
2020-07-17
1,561,647
2,865,141
0.606007
0.383688
0.552258
0.064054
AAP
2020-07-24
1,053,141
2,161,225
0.630528
0.412239
0.523172
0.06459
AAP
2020-07-31
1,512,981
3,442,446
0.56482
0.49396
0.445462
0.060578
AAP
2020-08-07
1,634,875
2,667,771
0.542643
0.554928
0.384107
0.060965
AAP
2020-08-14
999,639
2,648,410
0.49855
0.488176
0.452066
0.059758
AAP
2020-08-21
2,312,013
6,258,841
0.449037
0.399495
0.476792
0.123713
AAP
2020-08-28
697,291
2,201,684
0.382558
0.334118
0.543762
0.12212
AAP
2020-09-04
1,365,601
2,760,605
0.567879
0.417229
0.503637
0.079135
AAP
2020-09-11
877,069
1,913,880
0.499059
0.367725
0.572822
0.059453
AAP
2020-09-18
1,198,404
2,289,129
0.579279
0.32889
0.627394
0.043715
AAP
2020-09-25
1,485,542
2,748,438
0.578361
0.392529
0.56201
0.045461
AAP
2020-10-02
953,788
1,943,163
0.491067
0.410914
0.542507
0.046579
AAP
2020-10-09
1,255,384
2,299,541
0.539149
0.414676
0.537452
0.047873
AAP
2020-10-16
1,168,972
2,289,377
0.558169
0.384682
0.560974
0.054344
AAP
2020-10-23
874,807
2,150,410
0.449959
0.421209
0.53671
0.042081
AAP
2020-10-30
1,369,398
2,299,275
0.566025
0.450602
0.513259
0.036138
AAP
2020-11-06
1,673,298
2,840,269
0.600383
0.457386
0.455864
0.08675
AAP
2020-11-13
2,567,078
4,544,196
0.638707
0.440842
0.472915
0.086243
AAP
2020-11-20
2,714,665
4,470,530
0.596365
0.48797
0.481742
0.030289
AAP
2020-11-27
1,175,792
2,328,458
0.540034
0.441286
0.520695
0.038019
AAP
2020-12-04
1,793,375
3,665,272
0.529258
0.442307
0.514238
0.043454
AAP
2020-12-11
2,026,433
3,398,105
0.62515
0.453083
0.508236
0.03868
AAP
2020-12-18
2,070,935
4,524,216
0.561473
0.390694
0.57717
0.032137
AAP
2020-12-25
665,890
1,633,951
0.540658
0.371895
0.581085
0.04702
AAP
2021-01-01
835,390
1,810,635
0.489303
0.415671
0.530466
0.053863
AAP
2021-01-08
1,446,173
3,433,540
0.451762
0.390701
0.563591
0.045708
AAP
2021-01-15
1,746,305
3,548,364
0.523969
0.370281
0.596758
0.032961
AAP
2021-01-22
1,110,365
1,801,552
0.661745
0.317564
0.635151
0.047285
AAP
2021-01-29
3,272,023
6,064,969
0.549269
0.51416
0.44968
0.03616
AAP
2021-02-05
1,604,914
4,203,798
0.385831
0.355046
0.617499
0.027455
AAP
2021-02-12
1,603,939
3,618,305
0.463074
0.420126
0.548394
0.03148
AAP
2021-02-19
2,023,699
3,893,282
0.556483
0.406975
0.552594
0.040432
AAP
2021-02-26
1,664,996
3,146,630
0.631083
0.377828
0.551364
0.070807
AAP
2021-03-05
1,442,004
2,920,417
0.542325
0.443525
0.517803
0.038672
AAP
2021-03-12
1,765,691
3,723,448
0.570067
0.406083
0.560078
0.033839
AAP
2021-03-19
2,043,561
4,295,908
0.567654
0.365334
0.604503
0.030163
AAP
2021-03-26
1,471,334
2,932,441
0.512737
0.354087
0.608734
0.037179
AAP
2021-04-02
1,057,328
2,112,604
0.511034
0.373817
0.587582
0.038601
AAP
2021-04-09
1,499,152
2,776,974
0.573531
0.329617
0.627744
0.042639
AAP
2021-04-16
1,227,326
2,406,259
0.584393
0.4038
0.550066
0.046135
AAP
2021-04-23
2,072,571
3,765,198
0.650507
0.433468
0.531095
0.035436
AAP
2021-04-30
1,240,970
2,096,755
0.663998
0.400734
0.565141
0.034126
AAP
2021-05-07
1,441,224
2,504,707
0.624021
0.458206
0.455994
0.085801
AAP
2021-05-14
1,355,803
2,644,057
0.57932
0.425873
0.489322
0.084805
AAP
2021-05-21
1,527,847
3,591,259
0.540998
0.4461
0.506315
0.047584
AAP
2021-05-28
1,599,176
3,087,726
0.597641
0.443851
0.512783
0.043367
AAP
2021-06-04
1,630,992
3,446,039
0.575868
0.45653
0.503376
0.040094
AAP
2021-06-11
1,681,441
3,185,593
0.61394
0.396201
0.530811
0.072988
AAP
2021-06-18
1,834,620
2,965,014
0.642985
0.366364
0.597161
0.036476
AAP
2021-06-25
1,197,356
1,984,899
0.656125
0.390801
0.568829
0.04037
AAP
2021-07-02
1,267,268
1,898,662
0.728942
0.388964
0.539566
0.07147
AAP
2021-07-09
1,041,451
1,793,720
0.69124
0.409875
0.511021
0.079105
AAP
2021-07-16
1,139,519
1,965,301
0.670295
0.439668
0.504701
0.05563
AAP
2021-07-23
993,281
1,724,939
0.701981
0.390963
0.55607
0.052967
AAP
2021-07-30
900,002
1,703,660
0.543481
0.424925
0.531016
0.044059
AAP
2021-08-06
1,228,431
2,019,960
0.661868
0.458272
0.483083
0.058644
AAP
2021-08-13
907,932
1,547,348
0.662361
0.401467
0.560358
0.038175
AAP
2021-08-20
1,016,291
1,710,263
0.643502
0.41782
0.539514
0.042667
AAP
2021-08-27
1,843,515
3,524,683
0.591889
0.46693
0.489226
0.043844
AAP
2021-09-03
1,331,950
2,083,847
0.657798
0.394171
0.560639
0.04519
AAP
2021-09-10
1,101,523
1,634,812
0.70237
0.348028
0.57525
0.076722
AAP
2021-09-17
1,207,598
1,993,935
0.712977
0.384907
0.552065
0.063028
AAP
2021-09-24
1,250,937
2,047,156
0.692708
0.357045
0.605334
0.037621
AAP
2021-10-01
1,344,311
2,558,678
0.529703
0.352238
0.604492
0.04327
AAP
2021-10-08
923,259
1,645,668
0.645454
0.395456
0.567459
0.037085
AAP
2021-10-15
1,027,607
1,901,021
0.624113
0.38329
0.576623
0.040087
AAP
2021-10-22
1,408,947
2,507,757
0.596436
0.320812
0.63767
0.041518
AAP
2021-10-29
1,242,989
2,359,817
0.628811
0.385734
0.525147
0.089119
AAP
2021-11-05
1,276,058
2,092,539
0.663174
0.311979
0.64022
0.047801
AAP
2021-11-12
1,107,570
2,273,965
0.624649
0.385883
0.572286
0.041831
AAP
2021-11-19
1,766,300
3,378,591
0.640041
0.415309
0.545759
0.038932
AAP
2021-11-26
725,548
1,246,086
0.632026
0.387531
0.577504
0.034965
AAP
2021-12-03
1,246,433
2,302,469
0.594111
0.385526
0.582421
0.032053
AAP
2021-12-10
1,142,062
2,281,835
0.554261
0.41208
0.552467
0.035452
AAP
2021-12-17
1,855,981
3,324,052
0.648402
0.415071
0.557801
0.027127
AAP
2021-12-24
714,057
1,489,395
0.567503
0.379893
0.571907
0.0482
AAP
2021-12-31
818,213
1,633,610
0.57238
0.357499
0.604177
0.038323
AAP
2022-01-07
1,399,759
2,494,254
0.631641
0.362808
0.603688
0.033504
AAP
2022-01-14
1,174,731
2,022,568
0.658041
0.487371
0.480745
0.031884
AAP
2022-01-21
1,182,097
1,982,392
0.611821
0.417876
0.55424
0.027884
AAP
2022-01-28
1,367,273
2,294,673
0.659307
0.35981
0.612477
0.027713
AAP
2022-02-04
1,301,396
2,230,287
0.662508
0.390915
0.579187
0.029898