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
ACB
2023-08-04
1,336,893
2,825,554
0.511838
0.00901
0.860618
0.130372
ACB
2023-08-11
462,185
951,640
0.477861
0.014019
0.943644
0.042336
ACB
2023-08-18
746,281
935,225
0.806386
0.017337
0.958065
0.024598
ACB
2023-08-25
1,044,413
1,191,940
0.763988
0.00489
0.993233
0.001878
ACB
2023-09-01
1,606,600
3,567,435
0.579094
0.009705
0.989109
0.001186
ACB
2023-09-08
2,221,736
3,035,244
0.72232
0.01441
0.983676
0.001913
ACB
2023-09-15
31,578,652
43,476,965
0.670724
0.017394
0.969264
0.013343
ACB
2023-09-22
5,427,059
7,790,198
0.696297
0.073151
0.903261
0.023589
ACB
2023-09-29
1,725,521
3,557,526
0.530895
0.047882
0.907702
0.044415
ACB
2023-10-06
1,718,818
2,758,882
0.598841
0.021545
0.964422
0.014032
ACB
2023-10-13
981,983
1,459,447
0.529676
0.011356
0.961215
0.027429
ACB
2023-10-20
1,025,671
1,626,774
0.622091
0.043542
0.923737
0.032721
ACB
2023-10-27
1,190,800
1,844,572
0.507974
0.011165
0.950918
0.037917
ACB
2023-11-03
910,886
1,194,833
0.782183
0.019028
0.889701
0.091271
ACB
2023-11-10
1,558,799
2,176,079
0.69157
0.014131
0.921369
0.0645
ACB
2023-11-17
1,000,525
2,098,345
0.47505
0.009476
0.930595
0.059929
ACB
2023-11-24
385,277
656,047
0.569522
0.005325
0.974824
0.019851
ACB
2023-12-01
667,660
1,369,773
0.457712
0.000525
0.98708
0.012395
ACB
2023-12-08
1,963,051
3,377,130
0.458192
0.005552
0.928632
0.065816
ACB
2023-12-15
1,323,136
1,998,558
0.50753
0.0075
0.971394
0.021106
ACB
2023-12-22
1,063,525
1,748,288
0.65691
0.013254
0.937854
0.048892
ACB
2023-12-29
1,159,319
1,890,244
0.512686
0.004378
0.949851
0.045771
ACB
2024-01-05
833,038
1,924,559
0.35693
0.001659
0.964915
0.033426
ACB
2024-01-12
1,185,299
2,125,089
0.609955
0.020775
0.947358
0.031867
ACB
2024-01-19
1,156,622
1,410,156
0.729458
0.012036
0.963772
0.024193
ACB
2024-01-26
1,089,633
1,516,046
0.621801
0.002492
0.95331
0.044198
ACB
2024-02-02
954,615
1,354,618
0.516295
0.005964
0.965744
0.028293
ACB
2024-02-09
928,498
1,566,681
0.465258
0.018463
0.940016
0.041521
ACB
2024-02-16
1,778,004
3,399,860
0.407805
0.005959
0.983905
0.010135
ACB
2024-02-23
411,334
565,275
0.629463
0.061367
0.933652
0.004982
ACB
2024-03-01
444,469
655,122
0.649953
0.093873
0.903246
0.002881
ACB
2024-03-08
461,718
558,946
0.830469
0.063155
0.930165
0.00668
ACB
2024-03-15
504,997
577,666
0.844906
0.047564
0.947452
0.004983
ACB
2024-03-22
2,190,766
3,233,315
0.639723
0.04295
0.948691
0.008359
ACB
2024-03-29
3,384,562
4,656,733
0.706442
0.04034
0.946647
0.013013
ACB
2024-04-05
9,806,986
15,424,166
0.663224
0.025723
0.957349
0.016928
ACB
2024-04-12
4,511,619
7,080,038
0.682938
0.032802
0.946693
0.020505
ACB
2024-04-19
1,985,057
3,484,244
0.541677
0.059823
0.935305
0.004872
ACB
2024-04-26
3,056,061
4,951,723
0.620443
0.039585
0.953096
0.007319
ACB
2024-05-03
4,751,297
8,261,197
0.55798
0.028452
0.959286
0.012261
ACB
2024-05-10
2,048,193
3,179,880
0.62352
0.042279
0.956085
0.001636
ACB
2024-05-17
2,996,623
4,911,605
0.630858
0.039668
0.955304
0.005028
ACB
2024-05-24
1,150,207
1,657,324
0.72033
0.033551
0.964487
0.001963
ACB
2024-05-31
676,064
1,047,535
0.66012
0.026716
0.969586
0.003699
ACB
2024-06-07
697,893
925,023
0.814926
0.040796
0.95408
0.005124
ACB
2024-06-14
847,978
1,180,488
0.763924
0.031639
0.967305
0.001056
ACB
2024-06-21
816,471
1,012,310
0.848197
0.033297
0.965076
0.001627
ACB
2024-06-28
722,959
900,520
0.785941
0.032107
0.966167
0.001726
ACB
2024-07-05
331,764
420,607
0.695771
0.022282
0.976048
0.001669
ACB
2024-07-12
1,291,851
1,547,338
0.82863
0.03467
0.962823
0.002507
ACB
2024-07-19
1,044,880
1,305,798
0.789251
0.036619
0.957471
0.005911
ACB
2024-07-26
729,246
971,570
0.741954
0.036622
0.961385
0.001993
ACB
2024-08-02
966,139
1,287,674
0.829935
0.050466
0.945965
0.003569
ACB
2024-08-09
997,714
1,446,902
0.772554
0.045246
0.942454
0.0123
ACB
2024-08-16
668,504
886,777
0.801952
0.058074
0.939283
0.002642
ACB
2024-08-23
499,125
575,570
0.879119
0.054351
0.941754
0.003895
ACB
2024-08-30
515,005
603,130
0.866866
0.029644
0.965761
0.004594
ACB
2024-09-06
424,865
493,936
0.846909
0.032281
0.96528
0.002438
ACB
2024-09-13
340,342
373,066
0.923294
0.026885
0.964205
0.00891
ACB
2024-09-20
449,522
492,129
0.914968
0.024271
0.967297
0.008432
ACB
2024-09-27
328,705
372,236
0.913114
0.043105
0.949541
0.007353
ACB
2024-10-04
455,842
523,857
0.837267
0.029759
0.96336
0.006881
ACB
2024-10-11
386,734
443,739
0.912019
0.044232
0.953088
0.00268
ACB
2024-10-18
217,573
254,309
0.898526
0.034659
0.965341
0
ACB
2024-10-25
705,677
869,293
0.844517
0.036573
0.963427
0
ACB
2024-11-01
303,223
370,969
0.813153
0.047586
0.952083
0.000331
ACB
2024-11-08
732,773
948,208
0.773265
0.056858
0.942505
0.000637
ACB
2024-11-15
600,962
751,211
0.759803
0.046339
0.952424
0.001238
ACB
2024-11-22
436,585
510,641
0.85265
0.059988
0.939281
0.000732
ACB
2024-11-29
335,433
363,069
0.930712
0.078374
0.921626
0
ACB
2024-12-06
396,934
447,633
0.884413
0.059593
0.939933
0.000474
ACB
2024-12-13
292,207
362,672
0.792541
0.056361
0.943639
0
ACB
2024-12-20
315,644
379,224
0.794606
0.053693
0.946307
0
ACB
2024-12-27
160,312
217,098
0.732149
0.056655
0.943345
0
ACB
2025-01-03
265,127
390,340
0.667175
0.097724
0.899122
0.003155
ACB
2025-01-10
248,799
310,718
0.745358
0.057055
0.939434
0.003512
ACB
2025-01-17
339,489
390,851
0.809255
0.068095
0.927493
0.004411
ACB
2025-01-24
169,826
206,894
0.817266
0.067564
0.918125
0.014311
ACB
2025-01-31
256,719
355,274
0.740875
0.04752
0.949711
0.002769
ACB
2025-02-07
5,272,494
7,922,076
0.728031
0.055227
0.943685
0.001088
ACB
2025-02-14
1,397,319
1,919,036
0.716837
0.046478
0.937279
0.016242
ACB
2025-02-21
498,833
748,565
0.650323
0.021813
0.962805
0.015382
ACB
2025-02-28
443,108
631,437
0.676985
0.051569
0.85769
0.090741
ACB
2025-03-07
448,790
615,753
0.796432
0.040733
0.904205
0.055062
ACB
2025-03-14
330,731
454,012
0.782127
0.074615
0.920221
0.005164
ACB
2025-03-21
817,281
974,549
0.813228
0.054435
0.942982
0.002583
ACB
2025-03-28
429,720
534,169
0.793756
0.054009
0.945967
0.000024
ACB
2025-04-04
154,949
201,655
0.835852
0.05118
0.948798
0.000021
ACCL
2011-01-07
115,021
218,356
0.53117
0.395016
0.568383
0.036601
ACCL
2011-01-14
55,858
144,191
0.472255
0.215534
0.659244
0.125222
ACCL
2011-01-21
67,229
135,806
0.577439
0.301845
0.594656
0.103499
ACCL
2011-01-28
44,784
124,024
0.468469
0.388801
0.511458
0.099742
ACCL
2011-02-04
70,070
159,906
0.398226
0.373722
0.54558
0.080698
ACCL
2011-02-11
84,689
162,751
0.414505
0.481648
0.467232
0.05112
ACCL
2011-02-18
26,261
94,298
0.288874
0.114426
0.724989
0.160585
ACCL
2011-02-25
42,959
94,306
0.404141
0.150392
0.790296
0.059312
ACCL
2011-03-04
115,883
273,707
0.47015
0.198013
0.646499
0.155488
ACCL
2011-03-11
152,681
480,948
0.466127
0.114905
0.810235
0.07486
ACCL
2011-03-18
140,484
247,465
0.628851
0.147978
0.738686
0.113336
ACCL
2011-03-25
70,729
180,623
0.515046
0.335552
0.511865
0.152582