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
AAT
2022-01-07
328,020
678,481
0.464279
0.31015
0.658071
0.031778
AAT
2022-01-14
452,639
820,793
0.594227
0.368492
0.605453
0.026055
AAT
2022-01-21
336,861
639,373
0.580429
0.278237
0.693353
0.028409
AAT
2022-01-28
493,871
953,659
0.573569
0.260694
0.696186
0.04312
AAT
2022-02-04
456,093
741,982
0.667246
0.23321
0.743035
0.023755
AAT
2022-02-11
509,144
854,415
0.670568
0.293654
0.682497
0.023849
AAT
2022-02-18
771,569
1,311,590
0.580889
0.256535
0.723553
0.019912
AAT
2022-02-25
451,542
678,261
0.760866
0.263911
0.703438
0.032651
AAT
2022-03-04
566,202
927,758
0.711434
0.283086
0.690937
0.025977
AAT
2022-03-11
461,265
808,437
0.64317
0.264981
0.708539
0.02648
AAT
2022-03-18
410,850
954,843
0.532313
0.222915
0.7515
0.025585
AAT
2022-03-25
387,938
796,340
0.539501
0.263879
0.707376
0.028745
AAT
2022-04-01
434,959
864,298
0.586576
0.298673
0.677117
0.02421
AAT
2022-04-08
355,094
919,521
0.527572
0.328087
0.637011
0.034902
AAT
2022-04-15
251,598
925,602
0.358141
0.262501
0.70789
0.029608
AAT
2022-04-22
241,219
627,866
0.520799
0.296488
0.656799
0.046712
AAT
2022-04-29
654,612
1,294,487
0.604181
0.329875
0.636366
0.033759
AAT
2022-05-06
543,040
997,172
0.601027
0.266606
0.688519
0.044875
AAT
2022-05-13
565,696
1,087,438
0.619545
0.296277
0.674091
0.029632
AAT
2022-05-20
597,309
1,053,236
0.66717
0.292273
0.679317
0.02841
AAT
2022-05-27
376,317
758,617
0.611495
0.274789
0.687403
0.037808
AAT
2022-06-03
351,347
709,402
0.585209
0.287262
0.670609
0.042129
AAT
2022-06-10
523,846
823,208
0.650633
0.345412
0.619653
0.034935
AAT
2022-06-17
720,952
1,386,986
0.686298
0.256368
0.702679
0.040954
AAT
2022-06-24
343,054
786,269
0.537229
0.260672
0.695703
0.043624
AAT
2022-07-01
311,471
607,354
0.587497
0.23096
0.736527
0.032513
AAT
2022-07-08
333,362
654,526
0.55301
0.248607
0.709149
0.042244
AAT
2022-07-15
360,596
635,824
0.551093
0.246428
0.710904
0.042668
AAT
2022-07-22
446,044
840,360
0.620498
0.300313
0.622351
0.077336
AAT
2022-07-29
428,469
846,774
0.633384
0.336075
0.631154
0.032772
AAT
2022-08-05
472,830
1,078,871
0.513123
0.295888
0.654302
0.04981
AAT
2022-08-12
346,244
888,647
0.447498
0.221827
0.734025
0.044148
AAT
2022-08-19
320,420
691,597
0.524484
0.254155
0.695978
0.049867
AAT
2022-08-26
399,447
751,354
0.610709
0.276646
0.672248
0.051106
AAT
2022-09-02
449,813
887,637
0.576466
0.315583
0.644587
0.039829
AAT
2022-09-09
325,961
590,505
0.631514
0.295841
0.650585
0.053574
AAT
2022-09-16
702,860
1,297,929
0.615638
0.248221
0.715511
0.036268
AAT
2022-09-23
601,957
1,315,749
0.503907
0.29568
0.674329
0.029991
AAT
2022-09-30
823,075
1,572,874
0.605994
0.280375
0.617663
0.101962
AAT
2022-10-07
651,544
1,311,353
0.56604
0.239304
0.671162
0.089534
AAT
2022-10-14
605,538
1,639,518
0.4743
0.216497
0.673592
0.109912
AAT
2022-10-21
560,033
1,121,594
0.551923
0.36265
0.602592
0.034758
AAT
2022-10-28
515,178
1,768,467
0.428353
0.324675
0.64755
0.027775
AAT
2022-11-04
656,336
1,468,765
0.560398
0.237836
0.722473
0.039692
AAT
2022-11-11
443,663
1,246,349
0.46825
0.326222
0.637866
0.035912
AAT
2022-11-18
409,025
955,309
0.509961
0.311169
0.665699
0.023132
AAT
2022-11-25
319,753
684,316
0.445464
0.378531
0.603795
0.017674
AAT
2022-12-02
847,791
1,711,853
0.589876
0.415136
0.571817
0.013047
AAT
2022-12-09
343,866
769,485
0.509155
0.349028
0.626938
0.024034
AAT
2022-12-16
593,901
1,543,900
0.52606
0.256854
0.721369
0.021777
AAT
2022-12-23
440,846
817,139
0.544127
0.384571
0.595099
0.02033
AAT
2022-12-30
269,322
476,696
0.6437
0.360229
0.618522
0.021248
AAT
2023-01-06
288,738
650,619
0.496179
0.280949
0.696964
0.022087
AAT
2023-01-13
348,461
1,001,501
0.427671
0.302441
0.662664
0.034895
AAT
2023-01-20
256,291
581,246
0.548203
0.300533
0.666891
0.032577
AAT
2023-01-27
428,532
859,653
0.479544
0.402921
0.572498
0.024581
AAT
2023-02-03
502,936
938,539
0.509424
0.201089
0.765734
0.033177
AAT
2023-02-10
744,788
1,909,003
0.522576
0.280349
0.689905
0.029746
AAT
2023-02-17
603,116
1,232,075
0.428012
0.32727
0.650234
0.022496
AAT
2023-02-24
354,214
729,764
0.487253
0.290797
0.678638
0.030565
AAT
2023-03-03
484,982
1,128,835
0.47869
0.303337
0.668664
0.028
AAT
2023-03-10
1,942,352
6,094,720
0.433523
0.344744
0.625014
0.030241
AAT
2023-03-17
1,460,954
5,510,578
0.360236
0.304228
0.664696
0.031076
AAT
2023-03-24
644,355
2,825,134
0.336676
0.366682
0.59709
0.036228
AAT
2023-03-31
444,124
1,612,299
0.314401
0.330868
0.630325
0.038807
AAT
2023-04-07
472,836
1,314,617
0.364909
0.240239
0.726905
0.032856
AAT
2023-04-14
759,353
2,134,716
0.434307
0.434001
0.547503
0.018496
AAT
2023-04-21
515,243
1,363,270
0.413015
0.360751
0.610277
0.028973
AAT
2023-04-28
433,965
1,520,269
0.372907
0.357149
0.607745
0.035106
AAT
2023-05-05
884,597
2,391,012
0.432978
0.355523
0.611392
0.033085
AAT
2023-05-12
505,285
1,628,738
0.430123
0.370093
0.603518
0.02639
AAT
2023-05-19
583,523
1,761,576
0.432021
0.363914
0.61644
0.019646
AAT
2023-05-26
500,820
1,460,867
0.401641
0.337732
0.642279
0.019989
AAT
2023-06-02
327,459
1,093,885
0.378014
0.34842
0.635995
0.015585
AAT
2023-06-09
436,644
1,197,946
0.378397
0.373493
0.622866
0.003641
AAT
2023-06-16
443,241
1,420,633
0.449701
0.352034
0.645496
0.00247
AAT
2023-06-23
476,733
1,324,832
0.473936
0.322772
0.674499
0.002729
AAT
2023-06-30
415,349
1,313,056
0.373958
0.218058
0.776545
0.005397
AAT
2023-07-07
188,855
498,782
0.458074
0.011106
0.973152
0.015742
AAT
2023-07-14
201,977
565,655
0.446586
0.006594
0.981111
0.012295
AAT
2023-07-21
329,932
655,230
0.437699
0.005174
0.989953
0.004872
AAT
2023-07-28
293,010
686,396
0.47932
0.00867
0.98281
0.00852
AAT
2023-08-04
282,227
626,341
0.481992
0.004863
0.989672
0.005465
AAT
2023-08-11
251,849
465,810
0.671471
0.012102
0.984598
0.003301
AAT
2023-08-18
226,096
479,890
0.617092
0.064408
0.932704
0.002887
AAT
2023-08-25
208,879
432,400
0.642933
0.014051
0.982044
0.003905
AAT
2023-09-01
246,024
460,743
0.621011
0.016025
0.982653
0.001321
AAT
2023-09-08
248,780
501,492
0.638292
0.025865
0.970655
0.00348
AAT
2023-09-15
361,319
1,720,361
0.622378
0.024643
0.971222
0.004134
AAT
2023-09-22
232,389
676,299
0.413903
0.011846
0.983056
0.005097
AAT
2023-09-29
286,298
802,717
0.476462
0.020868
0.976882
0.002251
AAT
2023-10-06
261,661
640,533
0.470302
0.007482
0.98609
0.006428
AAT
2023-10-13
187,308
483,580
0.38367
0.005437
0.988378
0.006185
AAT
2023-10-20
211,384
517,363
0.483982
0.007295
0.989253
0.003452
AAT
2023-10-27
359,640
979,069
0.328051
0.007292
0.98834
0.004368
AAT
2023-11-03
421,061
917,357
0.472426
0.012312
0.984902
0.002786
AAT
2023-11-10
263,028
641,165
0.45372
0.022798
0.971869
0.005333
AAT
2023-11-17
401,219
947,301
0.524693
0.009054
0.98564
0.005306
AAT
2023-11-24
152,785
492,239
0.324375
0.017536
0.973101
0.009363
AAT
2023-12-01
340,793
1,020,633
0.534045
0.01636
0.968937
0.014703