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
ZYME
2021-03-05
1,066,687
2,193,489
0.594047
0.615666
0.361904
0.02243
ZYME
2021-03-12
373,775
1,516,248
0.45093
0.47389
0.475006
0.051105
ZYME
2021-03-19
592,999
1,528,483
0.50205
0.491346
0.454566
0.054088
ZYME
2021-03-26
403,528
1,134,479
0.469272
0.529047
0.432824
0.038128
ZYME
2021-04-02
658,998
1,732,644
0.52895
0.547616
0.421121
0.031262
ZYME
2021-04-09
360,316
869,702
0.509154
0.506011
0.44511
0.048879
ZYME
2021-04-16
687,710
1,387,606
0.510889
0.545935
0.40913
0.044935
ZYME
2021-04-23
642,199
2,614,968
0.347479
0.463335
0.49355
0.043115
ZYME
2021-04-30
869,796
2,740,902
0.459882
0.506593
0.437212
0.056196
ZYME
2021-05-07
1,316,795
2,197,937
0.536945
0.559019
0.370344
0.070637
ZYME
2021-05-14
545,281
1,463,098
0.451163
0.481688
0.41541
0.102902
ZYME
2021-05-21
379,719
1,017,368
0.514817
0.531037
0.430197
0.038765
ZYME
2021-05-28
456,570
992,098
0.484555
0.359149
0.588296
0.052555
ZYME
2021-06-04
278,411
656,051
0.440289
0.469978
0.488792
0.04123
ZYME
2021-06-11
741,562
1,568,902
0.518924
0.437269
0.531627
0.031104
ZYME
2021-06-18
1,279,740
2,255,118
0.58783
0.350667
0.609036
0.040297
ZYME
2021-06-25
684,567
982,287
0.680353
0.429239
0.533926
0.036835
ZYME
2021-07-02
1,156,709
2,625,757
0.580744
0.435394
0.507643
0.056963
ZYME
2021-07-09
504,905
878,733
0.6549
0.46313
0.4785
0.05837
ZYME
2021-07-16
710,758
1,249,356
0.600776
0.439167
0.480008
0.080825
ZYME
2021-07-23
662,785
1,070,776
0.657896
0.430913
0.521738
0.047348
ZYME
2021-07-30
807,059
1,620,291
0.578954
0.39387
0.553546
0.052584
ZYME
2021-08-06
507,295
1,611,770
0.441652
0.375366
0.580394
0.04424
ZYME
2021-08-13
471,489
979,186
0.510347
0.367735
0.584874
0.047391
ZYME
2021-08-20
561,623
945,180
0.599153
0.37485
0.493185
0.131965
ZYME
2021-08-27
752,534
1,154,351
0.637325
0.60051
0.35977
0.039719
ZYME
2021-09-03
617,535
895,128
0.626594
0.576425
0.378794
0.04478
ZYME
2021-09-10
620,619
1,065,266
0.646065
0.599899
0.301834
0.098268
ZYME
2021-09-17
2,184,453
4,892,515
0.525889
0.645016
0.296887
0.058097
ZYME
2021-09-24
904,714
1,658,593
0.496917
0.52602
0.437216
0.036764
ZYME
2021-10-01
1,241,930
2,074,247
0.570199
0.56675
0.400182
0.033068
ZYME
2021-10-08
1,114,301
2,460,358
0.542362
0.43998
0.529412
0.030609
ZYME
2021-10-15
810,906
3,223,521
0.466922
0.390233
0.560144
0.049623
ZYME
2021-10-22
838,576
3,466,988
0.438806
0.492311
0.467133
0.040556
ZYME
2021-10-29
415,770
1,197,623
0.460776
0.40397
0.484583
0.111447
ZYME
2021-11-05
538,270
1,283,618
0.430476
0.566353
0.39848
0.035167
ZYME
2021-11-12
741,665
1,630,351
0.49127
0.452619
0.521187
0.026194
ZYME
2021-11-19
827,738
2,734,029
0.501622
0.527247
0.45041
0.022343
ZYME
2021-11-26
981,109
2,393,295
0.553337
0.582195
0.391269
0.026536
ZYME
2021-12-03
972,296
2,145,382
0.586399
0.475221
0.477005
0.047773
ZYME
2021-12-10
1,746,087
3,909,270
0.388258
0.593393
0.340097
0.06651
ZYME
2021-12-17
600,500
2,314,179
0.342365
0.373468
0.584951
0.041581
ZYME
2021-12-24
410,757
996,837
0.425956
0.470034
0.383191
0.146776
ZYME
2021-12-31
980,338
3,497,611
0.461796
0.463851
0.501498
0.034651
ZYME
2022-01-07
2,740,320
6,402,577
0.474193
0.401943
0.570216
0.027841
ZYME
2022-01-14
773,106
1,915,661
0.608907
0.441379
0.516593
0.042029
ZYME
2022-01-21
1,205,211
4,941,879
0.465638
0.549111
0.416765
0.034124
ZYME
2022-01-28
1,315,915
8,427,626
0.227797
0.420946
0.54247
0.036585
ZYME
2022-02-04
1,115,399
5,611,757
0.295611
0.388587
0.55538
0.056033
ZYME
2022-02-11
654,902
2,594,012
0.364152
0.436977
0.532767
0.030256
ZYME
2022-02-18
644,895
2,168,944
0.380342
0.404902
0.568585
0.026513
ZYME
2022-02-25
694,727
2,152,399
0.464289
0.443911
0.528494
0.027595
ZYME
2022-03-04
1,100,488
2,999,827
0.443274
0.421901
0.557638
0.020461
ZYME
2022-03-11
801,521
2,706,440
0.399817
0.448252
0.525661
0.026087
ZYME
2022-03-18
757,580
2,749,845
0.363633
0.367461
0.604075
0.028464
ZYME
2022-03-25
676,691
2,211,748
0.451766
0.371893
0.594285
0.033822
ZYME
2022-04-01
769,879
2,939,401
0.412168
0.493999
0.474958
0.031044
ZYME
2022-04-08
1,176,383
5,686,534
0.277094
0.519738
0.457007
0.023255
ZYME
2022-04-15
922,813
3,667,287
0.385263
0.37493
0.608818
0.016252
ZYME
2022-04-22
827,727
1,998,720
0.451421
0.449313
0.533288
0.017399
ZYME
2022-04-29
18,991,919
32,339,062
0.491634
0.612059
0.376117
0.011823
ZYME
2022-05-06
8,590,646
14,335,555
0.595904
0.669716
0.318867
0.011417
ZYME
2022-05-13
2,367,833
5,001,571
0.488198
0.531566
0.43983
0.028604
ZYME
2022-05-20
3,839,282
7,327,303
0.545936
0.604276
0.373121
0.022603
ZYME
2022-05-27
3,801,496
6,254,872
0.611922
0.580571
0.360732
0.058697
ZYME
2022-06-03
2,501,619
4,902,357
0.577321
0.627625
0.349887
0.022488
ZYME
2022-06-10
2,674,800
4,685,205
0.522812
0.731628
0.255621
0.012751
ZYME
2022-06-17
1,701,924
3,210,236
0.557836
0.618996
0.358845
0.022158
ZYME
2022-06-24
1,096,494
2,231,123
0.417885
0.68286
0.306635
0.010505
ZYME
2022-07-01
1,897,187
5,522,535
0.482498
0.47908
0.50486
0.016061
ZYME
2022-07-08
1,017,867
3,480,218
0.400314
0.602979
0.375846
0.021175
ZYME
2022-07-15
745,757
2,232,294
0.394751
0.582185
0.397249
0.020565
ZYME
2022-07-22
927,475
3,391,655
0.287546
0.644649
0.311404
0.043947
ZYME
2022-07-29
694,435
2,338,408
0.323714
0.601792
0.373452
0.024756
ZYME
2022-08-05
974,826
4,036,595
0.444169
0.678085
0.290994
0.030921
ZYME
2022-08-12
1,130,372
3,801,129
0.364386
0.649021
0.333448
0.017531
ZYME
2022-08-19
463,349
1,224,850
0.376308
0.572211
0.415262
0.012527
ZYME
2022-08-26
824,618
1,764,777
0.460796
0.460938
0.507435
0.031627
ZYME
2022-09-02
598,411
1,058,144
0.52793
0.570183
0.411787
0.018031
ZYME
2022-09-09
1,262,351
3,109,734
0.467998
0.574909
0.408877
0.016214
ZYME
2022-09-16
873,629
1,737,430
0.503039
0.459759
0.52819
0.012052
ZYME
2022-09-23
744,511
1,651,712
0.510346
0.502176
0.475127
0.022698
ZYME
2022-09-30
730,226
1,942,736
0.486555
0.39798
0.506319
0.095701
ZYME
2022-10-07
1,401,346
3,642,681
0.368422
0.540512
0.408184
0.051303
ZYME
2022-10-14
449,197
2,026,881
0.254939
0.491003
0.453909
0.055088
ZYME
2022-10-21
5,425,615
12,751,839
0.418162
0.573775
0.413711
0.012514
ZYME
2022-10-28
2,021,514
5,389,981
0.528739
0.619516
0.369209
0.011275
ZYME
2022-11-04
2,553,221
6,631,725
0.592519
0.59662
0.388912
0.014468
ZYME
2022-11-11
1,627,089
3,623,921
0.450137
0.438076
0.542491
0.019434
ZYME
2022-11-18
732,821
1,767,819
0.452915
0.50927
0.478736
0.011994
ZYME
2022-11-25
625,366
1,257,741
0.481277
0.583485
0.389428
0.027086
ZYME
2022-12-02
736,017
1,802,419
0.432024
0.543723
0.435762
0.020515
ZYME
2022-12-09
1,921,755
4,454,810
0.460699
0.667246
0.323232
0.009522
ZYME
2022-12-16
1,640,270
3,672,118
0.528342
0.475107
0.496084
0.028809
ZYME
2022-12-23
4,982,868
16,417,088
0.499855
0.70482
0.275474
0.019707
ZYME
2022-12-30
688,897
1,332,977
0.636449
0.748414
0.229716
0.02187
ZYME
2023-01-06
802,567
1,589,300
0.539192
0.768761
0.200505
0.030734
ZYME
2023-01-13
2,246,663
3,601,360
0.580103
0.772476
0.197949
0.029575
ZYME
2023-01-20
1,596,864
3,047,320
0.519407
0.757357
0.227605
0.015038
ZYME
2023-01-27
1,053,471
1,796,053
0.608515
0.801783
0.173421
0.024796