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
2018-03-09
432,306
1,342,865
0.36263
0.331586
0.563193
0.105221
AAT
2018-03-16
815,848
3,084,522
0.286566
0.289658
0.588113
0.122229
AAT
2018-03-23
294,256
1,047,255
0.298038
0.338906
0.645926
0.015168
AAT
2018-03-30
531,107
1,694,652
0.338608
0.332169
0.646246
0.021585
AAT
2018-04-06
455,774
1,448,055
0.334366
0.349056
0.62602
0.024924
AAT
2018-04-13
265,751
632,357
0.413663
0.318195
0.666774
0.015031
AAT
2018-04-20
344,307
705,076
0.573401
0.318109
0.644321
0.03757
AAT
2018-04-27
306,283
791,843
0.412197
0.351901
0.538967
0.109132
AAT
2018-05-04
462,324
1,107,792
0.45344
0.368066
0.618648
0.013287
AAT
2018-05-11
516,727
1,145,971
0.390019
0.345484
0.646724
0.007792
AAT
2018-05-18
770,477
1,525,485
0.53765
0.351576
0.637139
0.011286
AAT
2018-05-25
346,034
823,984
0.460441
0.305578
0.679793
0.014629
AAT
2018-06-01
506,009
1,009,962
0.48162
0.340578
0.646873
0.012549
AAT
2018-06-08
415,781
1,000,368
0.494919
0.334041
0.637187
0.028772
AAT
2018-06-15
298,574
832,909
0.490167
0.335344
0.655809
0.008847
AAT
2018-06-22
284,179
881,004
0.48845
0.316068
0.669413
0.014519
AAT
2018-06-29
262,549
788,837
0.406689
0.311293
0.664971
0.023736
AAT
2018-07-06
342,559
696,859
0.517533
0.484868
0.505411
0.009721
AAT
2018-07-13
465,707
896,404
0.53538
0.4974
0.495246
0.007355
AAT
2018-07-20
379,661
699,194
0.619191
0.340325
0.647495
0.01218
AAT
2018-07-27
486,962
800,449
0.5421
0.493571
0.48566
0.020769
AAT
2018-08-03
393,016
739,067
0.567091
0.388459
0.59699
0.014551
AAT
2018-08-10
196,465
520,859
0.513967
0.398003
0.58273
0.019267
AAT
2018-08-17
143,648
374,162
0.466407
0.457616
0.525302
0.017082
AAT
2018-08-24
363,414
761,656
0.5403
0.426897
0.558007
0.015097
AAT
2018-08-31
280,620
549,061
0.482793
0.355414
0.627941
0.016646
AAT
2018-09-07
278,890
441,790
0.672967
0.366094
0.624683
0.009222
AAT
2018-09-14
360,492
668,101
0.572599
0.45597
0.529501
0.014529
AAT
2018-09-21
604,093
1,585,184
0.651319
0.370646
0.617567
0.011787
AAT
2018-09-28
248,803
561,802
0.475003
0.367574
0.622015
0.010412
AAT
2018-10-05
442,408
825,620
0.549118
0.421103
0.561997
0.0169
AAT
2018-10-12
525,231
882,835
0.606238
0.415608
0.571078
0.013314
AAT
2018-10-19
202,736
385,683
0.55691
0.350984
0.638809
0.010208
AAT
2018-10-26
358,055
811,032
0.56018
0.526949
0.448899
0.024152
AAT
2018-11-02
518,154
1,108,725
0.504737
0.390889
0.586836
0.022275
AAT
2018-11-09
293,914
645,877
0.519556
0.273082
0.61966
0.107259
AAT
2018-11-16
431,261
809,631
0.46961
0.28075
0.669756
0.049494
AAT
2018-11-23
348,454
634,280
0.542945
0.340883
0.610612
0.048505
AAT
2018-11-30
438,991
918,915
0.58316
0.328429
0.608783
0.062788
AAT
2018-12-07
473,898
835,057
0.54924
0.418898
0.541376
0.039726
AAT
2018-12-14
398,264
801,529
0.555366
0.352757
0.584832
0.062411
AAT
2018-12-21
770,195
1,390,836
0.53725
0.232885
0.736459
0.030656
AAT
2018-12-28
455,018
721,037
0.650179
0.216361
0.741271
0.042368
AAT
2019-01-04
415,072
641,722
0.671357
0.291984
0.68176
0.026256
AAT
2019-01-11
334,248
735,459
0.509446
0.362645
0.593423
0.043932
AAT
2019-01-18
338,394
928,554
0.462925
0.378209
0.551409
0.070383
AAT
2019-01-25
156,526
420,713
0.481015
0.366599
0.596845
0.036557
AAT
2019-02-01
274,801
744,878
0.517371
0.325295
0.629322
0.045382
AAT
2019-02-08
223,951
437,599
0.577133
0.313223
0.606124
0.080652
AAT
2019-02-15
467,865
792,421
0.621626
0.360179
0.556322
0.083498
AAT
2019-02-22
196,120
363,433
0.562495
0.283101
0.529113
0.187786
AAT
2019-03-01
276,896
608,777
0.535627
0.299603
0.550318
0.150079
AAT
2019-03-08
479,673
801,195
0.627134
0.328504
0.571254
0.100242
AAT
2019-03-15
407,916
935,471
0.471765
0.353143
0.561037
0.08582
AAT
2019-03-22
445,495
991,906
0.542871
0.357585
0.556247
0.086168
AAT
2019-03-29
354,538
1,243,886
0.498403
0.397927
0.502912
0.099161
AAT
2019-04-05
398,188
841,848
0.572267
0.400921
0.539741
0.059338
AAT
2019-04-12
289,703
815,753
0.40548
0.255736
0.635468
0.108796
AAT
2019-04-19
292,621
627,943
0.5723
0.251529
0.650446
0.098025
AAT
2019-04-26
451,811
1,030,466
0.588149
0.213527
0.675084
0.111388
AAT
2019-05-03
424,353
880,958
0.495869
0.221709
0.711138
0.067153
AAT
2019-05-10
360,029
682,600
0.547589
0.241657
0.671669
0.086674
AAT
2019-05-17
317,359
644,024
0.424588
0.168374
0.724828
0.106799
AAT
2019-05-24
273,145
539,293
0.430332
0.188348
0.733594
0.078057
AAT
2019-05-31
664,764
975,904
0.675524
0.220611
0.719912
0.059476
AAT
2019-06-07
528,968
919,291
0.603188
0.323093
0.629084
0.047824
AAT
2019-06-14
2,505,620
7,087,109
0.487102
0.370624
0.568311
0.061065
AAT
2019-06-21
1,054,067
2,352,275
0.462967
0.331118
0.605104
0.063777
AAT
2019-06-28
2,104,546
4,098,435
0.439305
0.223414
0.701127
0.075459
AAT
2019-07-05
579,869
1,010,567
0.529939
0.229327
0.713191
0.057482
AAT
2019-07-12
585,368
1,074,087
0.634403
0.264175
0.652079
0.083746
AAT
2019-07-19
692,613
1,425,090
0.492608
0.212591
0.735362
0.052047
AAT
2019-07-26
557,856
1,031,392
0.574339
0.269808
0.647863
0.082329
AAT
2019-08-02
940,673
1,615,568
0.636591
0.330193
0.619296
0.050511
AAT
2019-08-09
694,498
1,105,754
0.60885
0.215475
0.713504
0.071022
AAT
2019-08-16
345,626
510,616
0.629164
0.387586
0.522368
0.090046
AAT
2019-08-23
399,915
610,308
0.680337
0.432626
0.507224
0.06015
AAT
2019-08-30
268,000
502,779
0.541932
0.328693
0.565866
0.105441
AAT
2019-09-06
440,043
758,648
0.550844
0.398963
0.469326
0.131711
AAT
2019-09-13
1,431,667
2,789,597
0.506792
0.448639
0.399118
0.152243
AAT
2019-09-20
1,231,009
2,288,945
0.561146
0.478083
0.435546
0.086371
AAT
2019-09-27
601,909
942,510
0.621176
0.397008
0.515596
0.087396
AAT
2019-10-04
408,139
700,268
0.632262
0.378212
0.53936
0.082427
AAT
2019-10-11
333,811
696,788
0.520549
0.308796
0.561728
0.129476
AAT
2019-10-18
390,114
908,438
0.5677
0.356977
0.495091
0.147932
AAT
2019-10-25
328,876
693,430
0.516011
0.299479
0.588765
0.111756
AAT
2019-11-01
591,032
1,176,563
0.540821
0.405947
0.48509
0.108963
AAT
2019-11-08
404,302
797,575
0.559248
0.350035
0.524049
0.125916
AAT
2019-11-15
346,722
555,493
0.637452
0.348012
0.521802
0.130186
AAT
2019-11-22
396,640
773,377
0.590175
0.391132
0.461289
0.147578
AAT
2019-11-29
240,887
440,018
0.574231
0.378119
0.502466
0.119416
AAT
2019-12-06
312,311
668,427
0.486504
0.343322
0.557504
0.099175
AAT
2019-12-13
370,598
920,226
0.459616
0.367018
0.465378
0.167604
AAT
2019-12-20
385,603
1,252,361
0.372931
0.352781
0.498853
0.148367
AAT
2019-12-27
132,003
255,600
0.465755
0.337331
0.535982
0.126687
AAT
2020-01-03
276,433
485,774
0.537294
0.352884
0.545473
0.101643
AAT
2020-01-10
269,458
606,831
0.482166
0.349017
0.578354
0.07263
AAT
2020-01-17
405,941
849,110
0.463311
0.41542
0.435442
0.149138
AAT
2020-01-24
233,379
447,835
0.535205
0.347709
0.507831
0.14446
AAT
2020-01-31
537,817
1,098,063
0.508593
0.342981
0.543066
0.113954