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
ABCB
2020-02-14
158,841
407,538
0.516294
0.491124
0.383231
0.125645
ABCB
2020-02-21
269,877
688,247
0.508001
0.581153
0.31249
0.106357
ABCB
2020-02-28
692,473
1,374,144
0.620414
0.592944
0.316307
0.090748
ABCB
2020-03-06
1,028,333
2,089,383
0.662136
0.666279
0.230776
0.102946
ABCB
2020-03-13
1,075,260
2,037,418
0.620421
0.519239
0.337033
0.143728
ABCB
2020-03-20
933,569
1,968,155
0.502092
0.506795
0.384904
0.108301
ABCB
2020-03-27
534,480
1,291,513
0.501789
0.481977
0.420478
0.097545
ABCB
2020-04-03
626,098
1,079,912
0.618507
0.42316
0.457181
0.119659
ABCB
2020-04-10
372,639
641,102
0.630249
0.453024
0.412814
0.134162
ABCB
2020-04-17
643,107
1,013,730
0.692798
0.498709
0.379162
0.122128
ABCB
2020-04-24
600,431
963,927
0.694095
0.506106
0.321322
0.172571
ABCB
2020-05-01
632,969
1,106,477
0.680836
0.452447
0.385831
0.161722
ABCB
2020-05-08
441,991
827,905
0.595001
0.438121
0.442844
0.119035
ABCB
2020-05-15
751,331
1,319,352
0.625539
0.523089
0.395247
0.081663
ABCB
2020-05-22
525,958
890,103
0.66801
0.405988
0.50323
0.090783
ABCB
2020-05-29
598,612
1,273,388
0.58802
0.502491
0.430278
0.06723
ABCB
2020-06-05
510,448
1,031,405
0.566837
0.506694
0.392814
0.100492
ABCB
2020-06-12
433,280
1,064,119
0.417299
0.383737
0.390717
0.225546
ABCB
2020-06-19
410,616
904,923
0.474729
0.528277
0.382694
0.089029
ABCB
2020-06-26
471,577
951,068
0.554294
0.46015
0.446958
0.092892
ABCB
2020-07-03
237,222
568,335
0.535218
0.513343
0.359977
0.12668
ABCB
2020-07-10
525,327
874,746
0.686912
0.520951
0.376508
0.102542
ABCB
2020-07-17
471,384
936,994
0.552597
0.525312
0.408679
0.066009
ABCB
2020-07-24
453,041
797,247
0.581727
0.440068
0.474361
0.085571
ABCB
2020-07-31
567,088
1,121,849
0.575241
0.562441
0.363462
0.074096
ABCB
2020-08-07
378,885
678,802
0.586901
0.484867
0.409826
0.105307
ABCB
2020-08-14
344,852
689,311
0.559772
0.471283
0.429484
0.099233
ABCB
2020-08-21
266,032
632,982
0.515609
0.425038
0.389805
0.185157
ABCB
2020-08-28
282,409
574,866
0.504353
0.413829
0.368448
0.217723
ABCB
2020-09-04
376,161
620,690
0.645164
0.581557
0.264721
0.153722
ABCB
2020-09-11
218,325
393,265
0.577203
0.572524
0.354471
0.073005
ABCB
2020-09-18
291,912
506,770
0.606612
0.613838
0.313076
0.073086
ABCB
2020-09-25
795,994
1,433,359
0.599721
0.573881
0.342862
0.083256
ABCB
2020-10-02
448,073
685,781
0.698144
0.481327
0.440248
0.078425
ABCB
2020-10-09
489,881
945,470
0.587744
0.512051
0.418716
0.069233
ABCB
2020-10-16
283,888
467,368
0.612705
0.576013
0.349178
0.074809
ABCB
2020-10-23
503,109
1,005,452
0.589477
0.604424
0.304419
0.091157
ABCB
2020-10-30
508,597
894,767
0.667487
0.609372
0.332868
0.05776
ABCB
2020-11-06
655,702
1,191,352
0.548367
0.555283
0.333016
0.111702
ABCB
2020-11-13
620,706
1,274,677
0.464538
0.540409
0.291272
0.168319
ABCB
2020-11-20
189,009
554,109
0.380744
0.587489
0.290638
0.121872
ABCB
2020-11-27
259,276
659,671
0.431915
0.609088
0.307591
0.083321
ABCB
2020-12-04
459,642
1,061,568
0.549166
0.618734
0.298899
0.082367
ABCB
2020-12-11
518,077
963,612
0.532808
0.703655
0.232778
0.063567
ABCB
2020-12-18
511,744
953,590
0.657143
0.609349
0.31915
0.071501
ABCB
2020-12-25
219,897
380,103
0.594174
0.574137
0.371638
0.054225
ABCB
2021-01-01
277,661
500,207
0.652705
0.506057
0.399987
0.093957
ABCB
2021-01-08
681,670
1,253,828
0.615113
0.61193
0.33083
0.05724
ABCB
2021-01-15
397,113
1,306,555
0.534497
0.655643
0.285881
0.058476
ABCB
2021-01-22
264,775
594,999
0.54333
0.617847
0.317022
0.065131
ABCB
2021-01-29
691,980
1,177,769
0.65597
0.627968
0.300331
0.0717
ABCB
2021-02-05
387,566
736,632
0.539616
0.649239
0.290908
0.059853
ABCB
2021-02-12
331,655
679,819
0.680928
0.607226
0.296033
0.09674
ABCB
2021-02-19
224,660
387,192
0.601019
0.578178
0.342737
0.079084
ABCB
2021-02-26
343,243
726,812
0.494562
0.55515
0.313915
0.130935
ABCB
2021-03-05
478,285
1,291,274
0.476207
0.602007
0.331645
0.066348
ABCB
2021-03-12
401,200
980,887
0.468448
0.559505
0.368704
0.071791
ABCB
2021-03-19
626,266
1,299,383
0.598108
0.624293
0.327734
0.047973
ABCB
2021-03-26
724,105
1,079,269
0.696119
0.72103
0.23123
0.04774
ABCB
2021-04-02
493,200
665,739
0.710237
0.664943
0.279822
0.055235
ABCB
2021-04-09
420,224
732,191
0.560905
0.613949
0.300411
0.08564
ABCB
2021-04-16
386,271
769,864
0.494553
0.615052
0.311155
0.073793
ABCB
2021-04-23
472,684
829,608
0.562711
0.632488
0.292943
0.074569
ABCB
2021-04-30
527,662
812,911
0.700728
0.685498
0.25452
0.059982
ABCB
2021-05-07
533,258
758,432
0.702903
0.631374
0.224024
0.144602
ABCB
2021-05-14
761,099
1,438,783
0.800404
0.702468
0.189297
0.108234
ABCB
2021-05-21
813,396
1,223,974
0.742106
0.748285
0.203444
0.048271
ABCB
2021-05-28
732,850
1,157,625
0.702329
0.685193
0.249387
0.065419
ABCB
2021-06-04
303,615
546,117
0.693888
0.695917
0.226389
0.077694
ABCB
2021-06-11
385,438
624,034
0.651575
0.642403
0.26869
0.088908
ABCB
2021-06-18
539,712
790,553
0.699453
0.601508
0.29284
0.105653
ABCB
2021-06-25
446,515
799,370
0.651253
0.602918
0.302398
0.094684
ABCB
2021-07-02
408,999
606,090
0.666434
0.518531
0.326638
0.154831
ABCB
2021-07-09
729,783
981,996
0.732256
0.607104
0.339655
0.05324
ABCB
2021-07-16
513,403
709,307
0.786538
0.588921
0.276161
0.134918
ABCB
2021-07-23
567,096
792,722
0.671299
0.601239
0.314834
0.083927
ABCB
2021-07-30
626,315
830,866
0.721652
0.647327
0.284303
0.068369
ABCB
2021-08-06
480,147
713,124
0.683474
0.636221
0.283046
0.080733
ABCB
2021-08-13
585,607
1,608,982
0.708354
0.676528
0.263596
0.059876
ABCB
2021-08-20
344,288
498,239
0.75242
0.671091
0.277606
0.051303
ABCB
2021-08-27
324,390
416,226
0.758806
0.629329
0.313012
0.057659
ABCB
2021-09-03
424,617
520,582
0.826851
0.672885
0.265797
0.061317
ABCB
2021-09-10
517,833
623,507
0.846025
0.543182
0.357165
0.099653
ABCB
2021-09-17
832,114
982,734
0.85902
0.660478
0.267752
0.071769
ABCB
2021-09-24
392,084
608,071
0.664852
0.609067
0.32881
0.062123
ABCB
2021-10-01
435,240
618,498
0.725415
0.629009
0.290429
0.080562
ABCB
2021-10-08
308,091
482,714
0.722555
0.623617
0.299544
0.076838
ABCB
2021-10-15
400,301
572,928
0.692875
0.62228
0.318505
0.059215
ABCB
2021-10-22
456,904
643,332
0.770513
0.669219
0.27257
0.058211
ABCB
2021-10-29
434,489
635,230
0.708329
0.573592
0.261259
0.165149
ABCB
2021-11-05
376,646
740,841
0.689089
0.600505
0.301159
0.098336
ABCB
2021-11-12
379,317
591,019
0.724903
0.690382
0.228579
0.081039
ABCB
2021-11-19
492,542
637,958
0.690308
0.72466
0.217373
0.057967
ABCB
2021-11-26
221,644
492,813
0.711891
0.603983
0.314524
0.081492
ABCB
2021-12-03
385,168
621,950
0.661557
0.638383
0.302132
0.059485
ABCB
2021-12-10
307,836
433,833
0.710156
0.673764
0.263713
0.062523
ABCB
2021-12-17
806,507
1,341,054
0.740093
0.588086
0.356551
0.055363
ABCB
2021-12-24
376,934
588,050
0.624656
0.599052
0.291958
0.10899
ABCB
2021-12-31
211,673
370,952
0.593541
0.632619
0.28004
0.08734
ABCB
2022-01-07
460,851
737,715
0.674372
0.633625
0.286879
0.079495