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
2018-04-13
1,904,471
3,225,339
0.614508
0.392986
0.593307
0.013707
AAP
2018-04-20
2,112,313
4,122,604
0.539367
0.420137
0.564603
0.01526
AAP
2018-04-27
2,968,049
4,675,195
0.662126
0.415508
0.467074
0.117418
AAP
2018-05-04
1,815,467
3,103,261
0.655052
0.370545
0.606189
0.023267
AAP
2018-05-11
2,185,709
3,831,311
0.557504
0.395016
0.590452
0.014532
AAP
2018-05-18
1,784,399
3,264,465
0.525554
0.453519
0.528387
0.018094
AAP
2018-05-25
3,994,426
7,151,404
0.59482
0.467568
0.512894
0.019539
AAP
2018-06-01
1,972,339
3,535,055
0.566082
0.421527
0.560669
0.017804
AAP
2018-06-08
1,674,132
3,680,476
0.474074
0.423424
0.566502
0.010074
AAP
2018-06-15
1,848,729
3,414,954
0.589334
0.456959
0.526862
0.016179
AAP
2018-06-22
1,852,299
3,399,813
0.591482
0.411691
0.574869
0.01344
AAP
2018-06-29
1,366,713
2,742,628
0.511008
0.369024
0.614477
0.016498
AAP
2018-07-06
774,709
1,962,344
0.380575
0.262741
0.72511
0.012148
AAP
2018-07-13
931,568
2,154,343
0.442328
0.313361
0.6651
0.021539
AAP
2018-07-20
819,589
2,415,624
0.345105
0.374671
0.609454
0.015875
AAP
2018-07-27
1,054,592
2,242,809
0.528731
0.380602
0.594894
0.024504
AAP
2018-08-03
896,507
1,651,400
0.625517
0.397796
0.585365
0.016838
AAP
2018-08-10
1,186,463
2,534,564
0.517946
0.443913
0.537666
0.018421
AAP
2018-08-17
2,854,335
6,868,088
0.460377
0.487206
0.499378
0.013416
AAP
2018-08-24
800,002
2,925,780
0.332299
0.448729
0.531605
0.019665
AAP
2018-08-31
938,211
3,197,708
0.349
0.407737
0.57637
0.015894
AAP
2018-09-07
827,886
2,622,298
0.339512
0.322825
0.65605
0.021125
AAP
2018-09-14
783,921
3,012,637
0.332186
0.38781
0.591834
0.020357
AAP
2018-09-21
1,477,154
4,082,667
0.457776
0.394754
0.587665
0.01758
AAP
2018-09-28
1,016,075
2,589,517
0.446824
0.381527
0.605278
0.013195
AAP
2018-10-05
1,036,637
2,487,309
0.415314
0.365007
0.618185
0.016809
AAP
2018-10-12
1,406,733
3,223,616
0.472867
0.346725
0.633287
0.019988
AAP
2018-10-19
2,046,698
4,532,883
0.514621
0.451245
0.522991
0.025764
AAP
2018-10-26
2,074,404
4,427,512
0.488804
0.350644
0.631265
0.018091
AAP
2018-11-02
1,359,839
3,705,080
0.425099
0.379116
0.596019
0.024865
AAP
2018-11-09
1,618,429
3,782,634
0.475273
0.39255
0.538188
0.069262
AAP
2018-11-16
2,737,935
6,507,627
0.50971
0.468546
0.452437
0.079017
AAP
2018-11-23
845,832
1,914,798
0.471515
0.414197
0.531201
0.054602
AAP
2018-11-30
1,039,557
3,043,530
0.396358
0.339666
0.599601
0.060733
AAP
2018-12-07
1,457,745
2,831,777
0.525401
0.345637
0.590695
0.063667
AAP
2018-12-14
1,208,978
3,469,630
0.403831
0.355684
0.590501
0.053815
AAP
2018-12-21
2,382,295
4,750,900
0.519797
0.343264
0.610783
0.045953
AAP
2018-12-28
1,199,402
2,246,493
0.565648
0.344879
0.609441
0.045681
AAP
2019-01-04
1,504,695
3,119,996
0.496528
0.365035
0.560572
0.074393
AAP
2019-01-11
2,260,036
4,456,191
0.555199
0.358853
0.57648
0.064667
AAP
2019-01-18
2,273,490
4,212,629
0.576532
0.47197
0.485065
0.042965
AAP
2019-01-25
1,461,410
3,665,713
0.470316
0.453453
0.503635
0.042911
AAP
2019-02-01
1,811,060
3,606,004
0.494941
0.368913
0.589687
0.0414
AAP
2019-02-08
1,311,416
3,277,046
0.448932
0.386486
0.570767
0.042748
AAP
2019-02-15
1,459,620
3,415,340
0.450391
0.45753
0.484877
0.057593
AAP
2019-02-22
2,966,683
5,680,554
0.500736
0.472503
0.441997
0.085501
AAP
2019-03-01
2,964,264
5,616,192
0.521573
0.481258
0.439386
0.079356
AAP
2019-03-08
1,401,968
3,282,986
0.471444
0.434158
0.522354
0.043488
AAP
2019-03-15
1,612,616
3,605,117
0.508437
0.425316
0.512742
0.061942
AAP
2019-03-22
2,307,978
3,998,987
0.614591
0.456561
0.498107
0.045331
AAP
2019-03-29
1,306,104
3,651,549
0.465426
0.427117
0.500409
0.072473
AAP
2019-04-05
1,240,134
2,893,463
0.46938
0.409709
0.535782
0.05451
AAP
2019-04-12
1,350,724
2,803,086
0.525366
0.454493
0.489352
0.056155
AAP
2019-04-19
868,901
2,252,164
0.425613
0.408638
0.550589
0.040773
AAP
2019-04-26
1,389,602
3,119,579
0.465334
0.454513
0.45828
0.087207
AAP
2019-05-03
1,521,113
3,019,562
0.589494
0.463583
0.461112
0.075305
AAP
2019-05-10
1,569,447
3,142,403
0.539922
0.427062
0.465815
0.107123
AAP
2019-05-17
1,902,366
3,913,149
0.533258
0.432841
0.506602
0.060557
AAP
2019-05-24
4,250,889
7,682,726
0.602281
0.487723
0.466208
0.046069
AAP
2019-05-31
2,238,442
3,573,567
0.662118
0.450898
0.495517
0.053585
AAP
2019-06-07
1,928,290
3,087,419
0.634899
0.466086
0.482458
0.051456
AAP
2019-06-14
1,992,240
3,135,499
0.655391
0.525321
0.42116
0.053519
AAP
2019-06-21
1,824,680
3,163,398
0.641772
0.432075
0.509984
0.057941
AAP
2019-06-28
2,151,479
3,531,444
0.648714
0.46586
0.457959
0.076181
AAP
2019-07-05
1,477,500
2,525,117
0.622007
0.461464
0.468031
0.070505
AAP
2019-07-12
1,985,350
3,229,716
0.662356
0.560049
0.391343
0.048608
AAP
2019-07-19
1,895,025
2,945,992
0.659559
0.530209
0.424325
0.045466
AAP
2019-07-26
2,170,011
3,429,080
0.639724
0.50983
0.448902
0.041268
AAP
2019-08-02
2,120,913
3,521,938
0.634311
0.469976
0.489081
0.040943
AAP
2019-08-09
2,657,088
4,716,456
0.625226
0.424177
0.539115
0.036708
AAP
2019-08-16
5,285,830
7,989,967
0.672552
0.475058
0.481825
0.043117
AAP
2019-08-23
1,840,451
2,753,921
0.699172
0.44048
0.49786
0.06166
AAP
2019-08-30
1,652,649
2,995,598
0.625016
0.483778
0.461376
0.054847
AAP
2019-09-06
1,309,313
2,139,521
0.585233
0.442023
0.453196
0.10478
AAP
2019-09-13
2,333,052
3,380,062
0.658846
0.477587
0.433475
0.088938
AAP
2019-09-20
1,533,255
2,131,544
0.678297
0.505476
0.427261
0.067263
AAP
2019-09-27
1,702,790
2,381,027
0.688677
0.508575
0.430794
0.060631
AAP
2019-10-04
1,768,966
2,540,506
0.699134
0.492241
0.448733
0.059026
AAP
2019-10-11
1,532,598
2,276,780
0.647812
0.543418
0.409644
0.046938
AAP
2019-10-18
1,247,092
1,905,323
0.676937
0.483628
0.417195
0.099176
AAP
2019-10-25
1,198,931
2,221,032
0.557067
0.494712
0.414114
0.091174
AAP
2019-11-01
1,118,413
2,303,896
0.491709
0.490292
0.421253
0.088455
AAP
2019-11-08
1,111,975
2,750,931
0.50265
0.463224
0.454138
0.082638
AAP
2019-11-15
3,613,880
6,189,327
0.594284
0.575101
0.389433
0.035467
AAP
2019-11-22
1,063,125
1,980,979
0.576153
0.498355
0.433293
0.068352
AAP
2019-11-29
628,800
1,640,994
0.457923
0.494078
0.457743
0.048179
AAP
2019-12-06
1,742,878
5,764,861
0.489964
0.458204
0.483745
0.058051
AAP
2019-12-13
1,480,162
3,695,260
0.44932
0.468579
0.433046
0.098375
AAP
2019-12-20
775,018
1,911,334
0.43144
0.526663
0.372727
0.10061
AAP
2019-12-27
619,199
1,172,601
0.553548
0.614171
0.329199
0.05663
AAP
2020-01-03
915,212
1,462,214
0.628049
0.555125
0.399036
0.045839
AAP
2020-01-10
1,810,745
3,055,716
0.588699
0.557219
0.410789
0.031992
AAP
2020-01-17
2,007,074
4,339,678
0.578768
0.467269
0.359016
0.173715
AAP
2020-01-24
1,157,037
2,412,243
0.546508
0.51057
0.430605
0.058825
AAP
2020-01-31
1,297,334
3,860,939
0.39045
0.354099
0.50819
0.137711
AAP
2020-02-07
1,388,004
3,258,334
0.466107
0.441327
0.515348
0.043324
AAP
2020-02-14
1,321,435
2,845,338
0.495243
0.44852
0.493793
0.057687
AAP
2020-02-21
1,977,421
3,863,402
0.533735
0.453475
0.492071
0.054454
AAP
2020-02-28
2,793,982
4,580,074
0.637069
0.383082
0.57681
0.040108
AAP
2020-03-06
2,644,096
4,265,435
0.638177
0.401079
0.529198
0.069723