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
2016-05-13
998,717
2,325,892
0.463212
0.384489
0.585417
0.030094
AAP
2016-05-20
3,992,396
8,218,213
0.471734
0.461416
0.508598
0.029986
AAP
2016-05-27
2,907,649
4,941,746
0.571306
0.406974
0.569781
0.023246
AAP
2016-06-03
1,650,752
3,831,105
0.470291
0.393179
0.538596
0.068224
AAP
2016-06-10
2,120,858
4,266,952
0.588096
0.303281
0.660627
0.036092
AAP
2016-06-17
1,910,338
3,982,554
0.597586
0.420204
0.471343
0.108454
AAP
2016-06-24
1,645,773
3,298,808
0.597679
0.320817
0.649272
0.029911
AAP
2016-07-01
1,982,219
3,683,092
0.512582
0.187281
0.74462
0.068099
AAP
2016-07-08
1,252,871
2,328,237
0.623447
0.326328
0.647732
0.02594
AAP
2016-07-15
1,422,294
2,738,575
0.51908
0.422592
0.554911
0.022497
AAP
2016-07-22
1,085,418
2,003,442
0.517488
0.375675
0.603152
0.021173
AAP
2016-07-29
1,796,211
3,923,910
0.49358
0.423634
0.551181
0.025185
AAP
2016-08-05
2,056,508
3,864,831
0.572912
0.396968
0.532738
0.070294
AAP
2016-08-12
1,217,260
2,523,132
0.497399
0.253688
0.674496
0.071816
AAP
2016-08-19
3,081,689
6,528,498
0.46711
0.478731
0.486611
0.034659
AAP
2016-08-26
2,334,475
4,253,603
0.523755
0.456861
0.520477
0.022661
AAP
2016-09-02
1,159,951
1,972,130
0.625779
0.350169
0.612088
0.037742
AAP
2016-09-09
1,707,977
2,574,343
0.61853
0.285763
0.686137
0.0281
AAP
2016-09-16
1,716,522
3,113,991
0.526522
0.250252
0.718357
0.03139
AAP
2016-09-23
1,743,258
3,973,442
0.479082
0.308913
0.647192
0.043895
AAP
2016-09-30
1,801,623
3,260,468
0.535713
0.320085
0.656258
0.023657
AAP
2016-10-07
1,107,852
1,831,994
0.642367
0.266607
0.70401
0.029383
AAP
2016-10-14
960,187
1,810,005
0.511971
0.293045
0.677873
0.029082
AAP
2016-10-21
1,488,434
3,282,571
0.525972
0.358858
0.617894
0.023247
AAP
2016-10-28
1,559,505
3,107,206
0.529562
0.420945
0.550553
0.028502
AAP
2016-11-04
2,213,765
3,645,067
0.605792
0.52534
0.456393
0.018267
AAP
2016-11-11
2,427,543
5,086,762
0.504787
0.527241
0.444462
0.028297
AAP
2016-11-18
4,816,540
11,222,033
0.480628
0.455144
0.490134
0.054722
AAP
2016-11-25
1,270,648
2,652,312
0.512519
0.479234
0.48809
0.032676
AAP
2016-12-02
1,366,378
2,841,275
0.490667
0.466402
0.473066
0.060531
AAP
2016-12-09
1,165,477
2,558,551
0.478097
0.452143
0.528963
0.018894
AAP
2016-12-16
1,733,790
3,654,939
0.484484
0.423839
0.554701
0.02146
AAP
2016-12-23
990,017
2,239,213
0.489601
0.494507
0.482007
0.023486
AAP
2016-12-30
624,171
1,302,629
0.500917
0.39733
0.569157
0.033514
AAP
2017-01-06
985,513
2,041,651
0.515885
0.434133
0.534448
0.031418
AAP
2017-01-13
1,466,804
2,717,102
0.571186
0.391478
0.568645
0.039877
AAP
2017-01-20
1,101,125
2,169,975
0.557578
0.380107
0.594999
0.024895
AAP
2017-01-27
1,636,724
3,716,201
0.454606
0.383776
0.594734
0.021489
AAP
2017-02-03
1,707,169
4,345,161
0.422505
0.408142
0.570183
0.021675
AAP
2017-02-10
1,813,657
4,525,756
0.446989
0.380315
0.504285
0.1154
AAP
2017-02-17
1,535,167
4,184,032
0.412385
0.381492
0.556987
0.06152
AAP
2017-02-24
2,874,686
5,970,049
0.525977
0.452108
0.51865
0.029243
AAP
2017-03-03
2,158,395
4,560,624
0.514015
0.459142
0.514484
0.026373
AAP
2017-03-10
2,361,219
3,902,131
0.624745
0.473636
0.49698
0.029384
AAP
2017-03-17
2,043,496
3,593,360
0.615394
0.534101
0.444398
0.021501
AAP
2017-03-24
1,592,166
2,800,761
0.574419
0.429218
0.550913
0.019869
AAP
2017-03-31
1,595,107
3,176,597
0.547042
0.461888
0.512105
0.026007
AAP
2017-04-07
2,152,924
4,023,776
0.599215
0.417889
0.557967
0.024144
AAP
2017-04-14
1,091,866
1,827,745
0.614633
0.39554
0.566404
0.038056
AAP
2017-04-21
1,860,984
3,549,593
0.554677
0.488752
0.48471
0.026538
AAP
2017-04-28
2,229,368
4,738,762
0.507114
0.456699
0.51181
0.031492
AAP
2017-05-05
1,530,953
2,558,278
0.65341
0.485623
0.484805
0.029572
AAP
2017-05-12
1,660,497
2,446,111
0.674202
0.46536
0.512327
0.022313
AAP
2017-05-19
3,333,607
5,748,790
0.621272
0.522593
0.450213
0.027194
AAP
2017-05-26
8,485,998
13,003,179
0.655158
0.553549
0.399052
0.047399
AAP
2017-06-02
2,994,194
4,154,134
0.719382
0.368072
0.613252
0.018676
AAP
2017-06-09
3,998,148
6,011,103
0.679797
0.432942
0.552855
0.014203
AAP
2017-06-16
2,811,829
4,363,753
0.650266
0.429283
0.555071
0.015647
AAP
2017-06-23
2,819,917
7,011,792
0.497246
0.422097
0.558011
0.019892
AAP
2017-06-30
2,465,173
6,300,741
0.462419
0.44054
0.546564
0.012896
AAP
2017-07-07
3,906,278
9,946,341
0.445939
0.512058
0.467441
0.020501
AAP
2017-07-14
3,127,558
6,076,896
0.571151
0.48463
0.495285
0.020085
AAP
2017-07-21
2,975,539
6,064,415
0.517098
0.447184
0.537731
0.015085
AAP
2017-07-28
2,612,093
5,710,573
0.569316
0.455945
0.52703
0.017025
AAP
2017-08-04
3,274,410
5,790,430
0.597519
0.368301
0.618113
0.013586
AAP
2017-08-11
2,300,140
4,882,552
0.517834
0.398394
0.580118
0.021489
AAP
2017-08-18
12,615,056
28,027,279
0.580232
0.544264
0.437192
0.018543
AAP
2017-08-25
3,754,979
6,240,632
0.673734
0.420438
0.561504
0.018058
AAP
2017-09-01
3,298,677
5,294,769
0.669144
0.482066
0.501477
0.016458
AAP
2017-09-08
2,066,152
5,250,716
0.48985
0.425295
0.548353
0.026352
AAP
2017-09-15
2,832,463
7,086,812
0.48975
0.46783
0.515453
0.016717
AAP
2017-09-22
3,379,249
7,103,109
0.542352
0.477943
0.509873
0.012184
AAP
2017-09-29
3,304,139
5,940,760
0.61934
0.355185
0.570952
0.073863
AAP
2017-10-06
2,930,937
6,242,681
0.524061
0.46188
0.518847
0.019273
AAP
2017-10-13
3,461,139
7,212,827
0.506953
0.445863
0.495693
0.058444
AAP
2017-10-20
2,816,463
7,994,796
0.431566
0.478433
0.506153
0.015414
AAP
2017-10-27
3,831,493
8,724,872
0.492707
0.503778
0.481052
0.01517
AAP
2017-11-03
2,217,943
5,299,124
0.437096
0.434929
0.548624
0.016448
AAP
2017-11-10
2,484,791
7,071,875
0.486405
0.438535
0.543969
0.017496
AAP
2017-11-17
6,846,526
15,899,861
0.493906
0.462854
0.523359
0.013786
AAP
2017-11-24
1,468,152
3,311,093
0.424246
0.463599
0.519866
0.016536
AAP
2017-12-01
2,728,939
6,582,467
0.456834
0.445892
0.539455
0.014653
AAP
2017-12-08
2,455,322
5,809,050
0.412498
0.435459
0.547032
0.017509
AAP
2017-12-15
2,447,176
5,347,097
0.476491
0.457594
0.520401
0.022006
AAP
2017-12-22
1,471,217
3,968,752
0.392462
0.46017
0.518489
0.021342
AAP
2017-12-29
988,554
2,325,187
0.474749
0.511484
0.470016
0.018501
AAP
2018-01-05
2,738,093
6,868,080
0.469825
0.427874
0.509695
0.062431
AAP
2018-01-12
1,999,525
4,230,998
0.472713
0.447356
0.537359
0.015286
AAP
2018-01-19
1,856,025
3,771,760
0.5249
0.451749
0.488931
0.05932
AAP
2018-01-26
2,958,756
5,118,798
0.613027
0.457905
0.530783
0.011312
AAP
2018-02-02
2,610,877
4,634,803
0.641304
0.456014
0.527904
0.016081
AAP
2018-02-09
3,370,181
5,636,360
0.625033
0.438438
0.541161
0.020401
AAP
2018-02-16
2,709,655
4,083,632
0.649986
0.353582
0.630289
0.016129
AAP
2018-02-23
4,239,209
8,037,215
0.559814
0.510796
0.470309
0.018895
AAP
2018-03-02
4,155,309
6,633,821
0.665546
0.431361
0.551456
0.017183
AAP
2018-03-09
2,422,791
3,338,802
0.724783
0.345916
0.551096
0.102988
AAP
2018-03-16
2,102,720
3,421,466
0.695621
0.421177
0.467227
0.111596
AAP
2018-03-23
1,864,546
3,158,893
0.591625
0.381222
0.597825
0.020954
AAP
2018-03-30
1,959,243
2,973,768
0.664953
0.450585
0.526265
0.02315
AAP
2018-04-06
2,790,870
4,564,635
0.654074
0.455344
0.529343
0.015313