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
ACA
2019-05-24
427,475
1,172,087
0.532926
0.451513
0.47632
0.072167
ACA
2019-05-31
295,346
572,174
0.558031
0.399221
0.553529
0.04725
ACA
2019-06-07
915,298
1,505,716
0.6506
0.578223
0.388022
0.033755
ACA
2019-06-14
760,561
1,889,152
0.471938
0.440385
0.480125
0.07949
ACA
2019-06-21
466,764
1,521,520
0.426731
0.462129
0.490299
0.047573
ACA
2019-06-28
1,743,299
4,492,431
0.461951
0.393077
0.562919
0.044004
ACA
2019-07-05
474,794
963,250
0.581736
0.405816
0.556964
0.03722
ACA
2019-07-12
859,999
1,691,877
0.482579
0.277673
0.694339
0.027987
ACA
2019-07-19
431,672
835,844
0.504962
0.303993
0.654986
0.041021
ACA
2019-07-26
411,868
781,864
0.504281
0.241388
0.727713
0.0309
ACA
2019-08-02
1,124,772
1,792,126
0.622031
0.299179
0.682114
0.018707
ACA
2019-08-09
852,408
1,562,967
0.553073
0.32775
0.640538
0.031712
ACA
2019-08-16
848,159
1,419,559
0.572129
0.183719
0.792059
0.024223
ACA
2019-08-23
327,176
687,400
0.59147
0.346255
0.597733
0.056012
ACA
2019-08-30
278,481
547,304
0.558024
0.262558
0.668999
0.068443
ACA
2019-09-06
325,119
617,537
0.512289
0.305773
0.596469
0.097757
ACA
2019-09-13
1,142,535
1,926,016
0.667434
0.515743
0.385921
0.098336
ACA
2019-09-20
317,978
1,005,926
0.423307
0.298397
0.608543
0.09306
ACA
2019-09-27
302,480
765,118
0.489872
0.369285
0.54435
0.086365
ACA
2019-10-04
377,680
835,998
0.521432
0.477794
0.450705
0.071501
ACA
2019-10-11
273,173
748,808
0.530031
0.389773
0.516371
0.093855
ACA
2019-10-18
671,316
1,535,240
0.471304
0.532332
0.347124
0.120544
ACA
2019-10-25
495,727
1,231,419
0.519071
0.523568
0.379312
0.09712
ACA
2019-11-01
489,424
1,281,197
0.531043
0.437323
0.438165
0.124511
ACA
2019-11-08
573,435
1,148,626
0.611748
0.521481
0.422456
0.056063
ACA
2019-11-15
303,564
513,098
0.650529
0.449791
0.48209
0.06812
ACA
2019-11-22
492,002
989,390
0.510458
0.481719
0.435494
0.082787
ACA
2019-11-29
245,625
494,380
0.605229
0.449941
0.471693
0.078366
ACA
2019-12-06
554,517
1,092,212
0.56879
0.44183
0.501716
0.056454
ACA
2019-12-13
443,781
989,968
0.529838
0.412174
0.450173
0.137653
ACA
2019-12-20
927,546
1,698,279
0.626766
0.486434
0.435034
0.078532
ACA
2019-12-27
276,751
516,217
0.659339
0.556634
0.397766
0.045601
ACA
2020-01-03
474,790
802,297
0.614902
0.439108
0.502732
0.05816
ACA
2020-01-10
362,066
671,776
0.642679
0.456612
0.502251
0.041137
ACA
2020-01-17
447,064
724,085
0.644314
0.443114
0.432873
0.124013
ACA
2020-01-24
233,511
550,250
0.509741
0.405925
0.52034
0.073735
ACA
2020-01-31
541,360
1,154,187
0.532524
0.296031
0.592271
0.111698
ACA
2020-02-07
599,954
1,112,093
0.650026
0.317505
0.645073
0.037422
ACA
2020-02-14
379,906
800,620
0.56291
0.337019
0.598287
0.064694
ACA
2020-02-21
345,267
809,598
0.570241
0.291823
0.660523
0.047654
ACA
2020-02-28
795,550
1,695,465
0.515296
0.325391
0.643308
0.031301
ACA
2020-03-06
775,954
1,537,182
0.632291
0.291874
0.650182
0.057945
ACA
2020-03-13
756,344
1,549,072
0.564891
0.2783
0.642421
0.079278
ACA
2020-03-20
751,433
1,919,806
0.462626
0.30543
0.65621
0.03836
ACA
2020-03-27
728,603
1,670,298
0.519365
0.322303
0.645712
0.031985
ACA
2020-04-03
971,547
1,613,653
0.664238
0.362083
0.604951
0.032966
ACA
2020-04-10
659,212
1,233,650
0.620123
0.303439
0.661028
0.035533
ACA
2020-04-17
821,727
1,294,825
0.584885
0.328969
0.604316
0.066714
ACA
2020-04-24
688,241
1,264,418
0.577113
0.328213
0.610771
0.061017
ACA
2020-05-01
888,455
1,782,459
0.487287
0.382935
0.553359
0.063706
ACA
2020-05-08
858,578
1,669,401
0.539965
0.459987
0.501556
0.038457
ACA
2020-05-15
821,935
1,261,301
0.680897
0.334626
0.624336
0.041038
ACA
2020-05-22
646,296
1,279,076
0.610575
0.297377
0.654996
0.047626
ACA
2020-05-29
590,147
1,196,246
0.563114
0.334792
0.634813
0.030396
ACA
2020-06-05
729,255
1,679,784
0.564262
0.318123
0.630907
0.050971
ACA
2020-06-12
706,510
1,233,937
0.619165
0.310213
0.577512
0.112275
ACA
2020-06-19
731,370
1,359,985
0.680274
0.322107
0.638159
0.039734
ACA
2020-06-26
535,364
1,065,376
0.630965
0.261458
0.675755
0.062787
ACA
2020-07-03
320,447
600,188
0.544011
0.266348
0.66498
0.068672
ACA
2020-07-10
368,077
734,098
0.621093
0.248788
0.679967
0.071245
ACA
2020-07-17
602,835
984,734
0.669287
0.269666
0.653874
0.07646
ACA
2020-07-24
375,035
659,271
0.535136
0.267822
0.662933
0.069245
ACA
2020-07-31
419,368
926,627
0.535605
0.261663
0.65454
0.083797
ACA
2020-08-07
368,028
1,213,279
0.495602
0.309436
0.628495
0.062069
ACA
2020-08-14
289,156
745,049
0.470107
0.317366
0.618871
0.063763
ACA
2020-08-21
382,904
932,870
0.590355
0.310116
0.575058
0.114826
ACA
2020-08-28
306,488
591,429
0.644408
0.292513
0.583019
0.124467
ACA
2020-09-04
538,258
844,338
0.690357
0.404591
0.522493
0.072915
ACA
2020-09-11
492,600
841,512
0.698765
0.418122
0.516549
0.065329
ACA
2020-09-18
719,272
1,440,186
0.64884
0.292614
0.669799
0.037588
ACA
2020-09-25
623,992
1,226,531
0.631701
0.390979
0.55037
0.058651
ACA
2020-10-02
481,961
807,306
0.706638
0.342698
0.585743
0.071559
ACA
2020-10-09
369,607
929,444
0.517386
0.288412
0.663663
0.047925
ACA
2020-10-16
293,345
697,957
0.504792
0.409084
0.541356
0.04956
ACA
2020-10-23
659,741
1,450,452
0.485685
0.408965
0.552941
0.038095
ACA
2020-10-30
405,935
894,545
0.533203
0.457898
0.494237
0.047865
ACA
2020-11-06
676,110
1,252,800
0.589995
0.349634
0.54355
0.106816
ACA
2020-11-13
540,731
1,175,048
0.493808
0.289555
0.60165
0.108795
ACA
2020-11-20
460,866
1,019,514
0.479217
0.355352
0.603241
0.041406
ACA
2020-11-27
285,865
639,225
0.487999
0.350249
0.606172
0.043579
ACA
2020-12-04
357,327
818,061
0.490899
0.332018
0.621011
0.046971
ACA
2020-12-11
300,320
689,454
0.493327
0.287995
0.661186
0.050819
ACA
2020-12-18
615,019
1,771,851
0.687841
0.325127
0.639336
0.035537
ACA
2020-12-25
221,330
525,260
0.445468
0.331285
0.617071
0.051644
ACA
2021-01-01
268,301
523,360
0.586546
0.26382
0.688237
0.047942
ACA
2021-01-08
609,935
1,755,598
0.552127
0.279406
0.679864
0.04073
ACA
2021-01-15
588,307
1,278,525
0.549538
0.330313
0.626598
0.043089
ACA
2021-01-22
308,561
637,548
0.579708
0.25811
0.702506
0.039384
ACA
2021-01-29
443,275
820,595
0.642075
0.321709
0.643286
0.035005
ACA
2021-02-05
347,009
774,726
0.573287
0.393602
0.591011
0.015386
ACA
2021-02-12
345,891
859,531
0.45974
0.349286
0.609385
0.041328
ACA
2021-02-19
318,032
599,914
0.57809
0.345507
0.616917
0.037576
ACA
2021-02-26
850,704
1,766,518
0.612734
0.344057
0.586241
0.069702
ACA
2021-03-05
585,938
1,066,085
0.632885
0.301444
0.659552
0.039005
ACA
2021-03-12
658,505
1,006,615
0.640757
0.280378
0.677438
0.042184
ACA
2021-03-19
720,318
1,645,166
0.577336
0.283774
0.672973
0.043252
ACA
2021-03-26
654,085
1,443,080
0.539134
0.375092
0.583521
0.041387
ACA
2021-04-02
520,224
1,160,203
0.55879
0.31514
0.63814
0.046721
ACA
2021-04-09
904,661
1,561,310
0.616887
0.481512
0.489742
0.028746
ACA
2021-04-16
428,387
783,574
0.600427
0.387754
0.565275
0.046972