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
2020-02-07
391,947
856,246
0.486834
0.287804
0.66642
0.045775
AAT
2020-02-14
664,957
2,405,571
0.37558
0.340594
0.59024
0.069166
AAT
2020-02-21
395,153
964,595
0.576216
0.255509
0.683049
0.061442
AAT
2020-02-28
747,418
1,371,788
0.56797
0.21908
0.711085
0.069835
AAT
2020-03-06
712,023
1,666,175
0.405593
0.195544
0.708563
0.095893
AAT
2020-03-13
659,669
2,021,319
0.362006
0.33484
0.583213
0.081947
AAT
2020-03-20
806,164
2,331,517
0.327448
0.290227
0.673034
0.036739
AAT
2020-03-27
811,368
2,319,560
0.401029
0.313832
0.647659
0.038509
AAT
2020-04-03
578,487
1,738,831
0.339074
0.30977
0.627254
0.062975
AAT
2020-04-10
660,692
1,724,566
0.495032
0.352709
0.603557
0.043735
AAT
2020-04-17
679,200
1,352,496
0.567855
0.262911
0.669008
0.068081
AAT
2020-04-24
686,101
1,198,938
0.593684
0.240436
0.636099
0.123465
AAT
2020-05-01
846,432
1,549,611
0.555969
0.269884
0.606767
0.123349
AAT
2020-05-08
743,648
1,496,949
0.554007
0.329457
0.602122
0.068421
AAT
2020-05-15
804,018
1,830,044
0.603832
0.241666
0.695012
0.063322
AAT
2020-05-22
540,912
1,232,117
0.454607
0.198642
0.740077
0.06128
AAT
2020-05-29
504,714
1,342,675
0.447094
0.27753
0.664952
0.057519
AAT
2020-06-05
779,627
1,792,978
0.444504
0.345305
0.584315
0.070379
AAT
2020-06-12
793,688
2,073,758
0.492678
0.321548
0.549158
0.129294
AAT
2020-06-19
1,036,963
1,822,775
0.633275
0.230541
0.713477
0.055983
AAT
2020-06-26
592,291
1,999,511
0.36772
0.194605
0.750452
0.054943
AAT
2020-07-03
296,372
904,797
0.362118
0.225379
0.690212
0.084409
AAT
2020-07-10
494,881
1,072,096
0.481977
0.307897
0.617314
0.07479
AAT
2020-07-17
456,870
977,778
0.495383
0.281779
0.64783
0.070391
AAT
2020-07-24
371,271
859,686
0.516398
0.292901
0.634724
0.072376
AAT
2020-07-31
611,042
1,260,978
0.572782
0.228377
0.705058
0.066565
AAT
2020-08-07
344,755
957,222
0.526558
0.257699
0.651638
0.090663
AAT
2020-08-14
398,461
906,149
0.520376
0.287525
0.625759
0.086716
AAT
2020-08-21
459,418
928,185
0.581542
0.265717
0.605959
0.128324
AAT
2020-08-28
479,827
1,175,196
0.458078
0.237776
0.631362
0.130863
AAT
2020-09-04
484,135
1,045,762
0.491951
0.289525
0.612231
0.098245
AAT
2020-09-11
274,671
948,011
0.417498
0.275439
0.66608
0.058481
AAT
2020-09-18
491,376
1,712,709
0.440345
0.191331
0.718512
0.090157
AAT
2020-09-25
735,494
1,475,217
0.602137
0.287359
0.661576
0.051066
AAT
2020-10-02
490,720
868,998
0.652662
0.256795
0.671374
0.071831
AAT
2020-10-09
549,006
1,104,563
0.525113
0.270937
0.68949
0.039572
AAT
2020-10-16
412,497
812,779
0.576588
0.38587
0.563407
0.050723
AAT
2020-10-23
346,117
765,553
0.509026
0.327437
0.615897
0.056666
AAT
2020-10-30
472,247
1,402,611
0.444521
0.306715
0.653499
0.039786
AAT
2020-11-06
579,576
1,514,918
0.399302
0.176404
0.726697
0.096899
AAT
2020-11-13
781,320
2,699,348
0.380406
0.232876
0.667647
0.099477
AAT
2020-11-20
551,672
1,449,038
0.444387
0.294701
0.65581
0.049489
AAT
2020-11-27
503,658
1,302,331
0.495776
0.247422
0.710282
0.042296
AAT
2020-12-04
374,298
1,087,985
0.392711
0.281228
0.670735
0.048037
AAT
2020-12-11
289,761
842,674
0.422506
0.404528
0.552454
0.043018
AAT
2020-12-18
707,499
2,145,348
0.497612
0.271883
0.693925
0.034192
AAT
2020-12-25
345,931
649,087
0.569179
0.380645
0.579691
0.039664
AAT
2021-01-01
286,149
480,564
0.631902
0.254132
0.703778
0.04209
AAT
2021-01-08
566,610
941,340
0.643915
0.22051
0.742029
0.037462
AAT
2021-01-15
332,021
712,864
0.527922
0.260701
0.703835
0.035464
AAT
2021-01-22
474,681
765,216
0.653721
0.237027
0.710798
0.052175
AAT
2021-01-29
639,078
1,167,236
0.527105
0.344987
0.612044
0.042969
AAT
2021-02-05
274,324
593,475
0.473287
0.298355
0.670809
0.030836
AAT
2021-02-12
497,459
1,041,726
0.628277
0.368221
0.596096
0.035683
AAT
2021-02-19
592,986
1,073,298
0.617731
0.39442
0.585216
0.020364
AAT
2021-02-26
862,052
1,540,801
0.602872
0.340197
0.627331
0.032472
AAT
2021-03-05
1,090,274
1,697,493
0.644756
0.358742
0.620205
0.021053
AAT
2021-03-12
1,092,508
2,268,271
0.639813
0.386165
0.584124
0.029711
AAT
2021-03-19
658,853
1,691,830
0.620754
0.288267
0.678976
0.032757
AAT
2021-03-26
441,868
1,099,077
0.523713
0.26111
0.713957
0.024932
AAT
2021-04-02
421,709
969,511
0.452795
0.246102
0.730419
0.023479
AAT
2021-04-09
393,233
749,098
0.633221
0.249956
0.7138
0.036245
AAT
2021-04-16
547,951
898,635
0.676847
0.307356
0.641242
0.051402
AAT
2021-04-23
428,911
829,394
0.662787
0.276644
0.680997
0.04236
AAT
2021-04-30
553,200
1,055,466
0.637257
0.309666
0.660353
0.029981
AAT
2021-05-07
536,845
943,677
0.636125
0.261761
0.660422
0.077817
AAT
2021-05-14
534,236
977,279
0.643498
0.229068
0.692922
0.07801
AAT
2021-05-21
673,576
1,194,595
0.639924
0.307127
0.655688
0.037185
AAT
2021-05-28
611,936
1,114,605
0.668756
0.244688
0.714861
0.040451
AAT
2021-06-04
721,430
1,149,583
0.639374
0.382473
0.585648
0.031879
AAT
2021-06-11
617,272
1,335,800
0.653205
0.293887
0.658256
0.047856
AAT
2021-06-18
746,040
1,369,948
0.687074
0.238145
0.70621
0.055645
AAT
2021-06-25
396,275
1,147,230
0.561478
0.258507
0.67973
0.061763
AAT
2021-07-02
583,379
1,067,462
0.653414
0.309939
0.602798
0.087263
AAT
2021-07-09
390,724
942,551
0.598633
0.31349
0.640849
0.045661
AAT
2021-07-16
400,745
1,062,259
0.47763
0.278141
0.646832
0.075027
AAT
2021-07-23
618,948
1,569,001
0.465143
0.260178
0.695389
0.044433
AAT
2021-07-30
368,939
1,304,338
0.438875
0.295664
0.657294
0.047041
AAT
2021-08-06
507,920
1,015,733
0.585236
0.22809
0.719125
0.052785
AAT
2021-08-13
406,070
696,762
0.61961
0.397491
0.561782
0.040727
AAT
2021-08-20
540,564
816,690
0.703108
0.353191
0.625232
0.021577
AAT
2021-08-27
447,361
664,312
0.747929
0.284774
0.690227
0.024999
AAT
2021-09-03
480,384
822,069
0.574292
0.281121
0.695958
0.022921
AAT
2021-09-10
465,315
754,721
0.612051
0.301993
0.656574
0.041433
AAT
2021-09-17
704,115
1,327,591
0.610905
0.210498
0.749445
0.040056
AAT
2021-09-24
529,338
881,629
0.651583
0.204529
0.771543
0.023929
AAT
2021-10-01
502,125
1,214,250
0.538669
0.266857
0.704265
0.028877
AAT
2021-10-08
333,845
846,900
0.510217
0.281288
0.691186
0.027526
AAT
2021-10-15
419,102
678,908
0.647944
0.312558
0.670373
0.01707
AAT
2021-10-22
289,053
649,439
0.480231
0.232472
0.742528
0.025
AAT
2021-10-29
392,073
775,048
0.606105
0.259936
0.673571
0.066493
AAT
2021-11-05
415,313
1,231,935
0.42809
0.282612
0.657741
0.059648
AAT
2021-11-12
341,551
772,842
0.484855
0.306289
0.667397
0.026314
AAT
2021-11-19
387,419
817,857
0.508419
0.317466
0.659799
0.022735
AAT
2021-11-26
285,382
514,801
0.65621
0.327806
0.62627
0.045923
AAT
2021-12-03
595,562
1,144,179
0.590612
0.335612
0.631226
0.033162
AAT
2021-12-10
411,556
844,757
0.528142
0.310218
0.66586
0.023923
AAT
2021-12-17
526,422
1,581,864
0.436415
0.314721
0.655641
0.029638
AAT
2021-12-24
321,617
656,080
0.521388
0.271297
0.666108
0.062595
AAT
2021-12-31
379,529
1,030,926
0.617949
0.288502
0.677855
0.033642