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
2019-04-05
206,542
519,447
0.465671
0.577038
0.408353
0.014609
ZYME
2019-04-12
87,245
188,057
0.470731
0.574086
0.409853
0.01606
ZYME
2019-04-19
237,975
413,059
0.549637
0.486031
0.498118
0.015851
ZYME
2019-04-26
468,687
1,414,587
0.459887
0.459068
0.487891
0.053041
ZYME
2019-05-03
405,746
1,159,453
0.432125
0.394663
0.576682
0.028655
ZYME
2019-05-10
152,647
485,398
0.368048
0.492714
0.424398
0.082888
ZYME
2019-05-17
334,117
606,157
0.472704
0.578976
0.405572
0.015452
ZYME
2019-05-24
122,548
354,855
0.374616
0.413544
0.565857
0.020599
ZYME
2019-05-31
256,331
568,864
0.462032
0.410783
0.567415
0.021802
ZYME
2019-06-07
316,648
733,608
0.466052
0.536625
0.426359
0.037016
ZYME
2019-06-14
169,856
463,604
0.411843
0.36864
0.596298
0.035062
ZYME
2019-06-21
1,147,681
3,208,444
0.420054
0.452418
0.510671
0.036911
ZYME
2019-06-28
937,928
1,747,706
0.570201
0.447261
0.52614
0.026599
ZYME
2019-07-05
880,998
1,644,725
0.566341
0.583605
0.392089
0.024306
ZYME
2019-07-12
601,204
1,311,246
0.540934
0.456638
0.523998
0.019364
ZYME
2019-07-19
762,536
1,518,844
0.555608
0.471395
0.502469
0.026136
ZYME
2019-07-26
224,759
441,623
0.570088
0.389841
0.560432
0.049728
ZYME
2019-08-02
271,455
557,652
0.543583
0.442239
0.528361
0.0294
ZYME
2019-08-09
344,586
614,396
0.60926
0.498573
0.456751
0.044676
ZYME
2019-08-16
347,398
743,147
0.570296
0.518385
0.432603
0.049013
ZYME
2019-08-23
276,342
896,821
0.503171
0.543204
0.404643
0.052153
ZYME
2019-08-30
401,730
1,015,824
0.442936
0.50821
0.451226
0.040564
ZYME
2019-09-06
542,972
1,330,887
0.553802
0.448665
0.459431
0.091903
ZYME
2019-09-13
686,906
1,395,807
0.546079
0.506229
0.413055
0.080715
ZYME
2019-09-20
314,312
622,057
0.538621
0.489453
0.469614
0.040933
ZYME
2019-09-27
520,379
1,003,002
0.575281
0.538116
0.432014
0.02987
ZYME
2019-10-04
520,977
1,006,255
0.563217
0.549921
0.420854
0.029225
ZYME
2019-10-11
284,594
1,211,667
0.45472
0.550436
0.415833
0.033731
ZYME
2019-10-18
455,688
1,076,101
0.492145
0.586994
0.328172
0.084833
ZYME
2019-10-25
449,687
1,002,988
0.50041
0.569534
0.35464
0.075826
ZYME
2019-11-01
549,216
1,298,039
0.487512
0.578428
0.341404
0.080168
ZYME
2019-11-08
449,810
1,473,353
0.448624
0.571763
0.389507
0.03873
ZYME
2019-11-15
249,000
894,495
0.443988
0.548208
0.416389
0.035402
ZYME
2019-11-22
575,508
1,723,347
0.442463
0.642678
0.328656
0.028666
ZYME
2019-11-29
482,741
1,555,437
0.459307
0.572792
0.378428
0.04878
ZYME
2019-12-06
455,796
1,012,631
0.5124
0.51357
0.438025
0.048405
ZYME
2019-12-13
668,695
1,714,811
0.492176
0.606432
0.328201
0.065368
ZYME
2019-12-20
745,226
1,720,310
0.604003
0.526043
0.397259
0.076698
ZYME
2019-12-27
308,021
1,114,908
0.508919
0.606234
0.324269
0.069497
ZYME
2020-01-03
375,074
787,558
0.572805
0.529735
0.398712
0.071552
ZYME
2020-01-10
706,308
1,587,043
0.606601
0.556327
0.399085
0.044587
ZYME
2020-01-17
1,157,806
2,645,078
0.487147
0.520098
0.324277
0.155625
ZYME
2020-01-24
1,354,141
3,490,965
0.475216
0.594457
0.367013
0.03853
ZYME
2020-01-31
693,888
1,779,538
0.399232
0.438232
0.45043
0.111338
ZYME
2020-02-07
290,946
891,254
0.402443
0.493709
0.457023
0.049268
ZYME
2020-02-14
443,154
883,906
0.571674
0.548068
0.399303
0.052629
ZYME
2020-02-21
320,746
856,422
0.445814
0.514479
0.44195
0.043571
ZYME
2020-02-28
602,649
1,587,003
0.442346
0.430947
0.535079
0.033974
ZYME
2020-03-06
755,582
1,924,077
0.440236
0.464961
0.454537
0.080502
ZYME
2020-03-13
842,092
2,436,983
0.379615
0.45456
0.452407
0.093033
ZYME
2020-03-20
791,396
2,516,446
0.349703
0.538552
0.414177
0.047271
ZYME
2020-03-27
688,325
1,876,546
0.466034
0.543797
0.406327
0.049876
ZYME
2020-04-03
518,746
1,073,551
0.515151
0.4674
0.459931
0.072668
ZYME
2020-04-10
466,740
1,117,109
0.509423
0.579061
0.372978
0.047962
ZYME
2020-04-17
653,909
1,750,863
0.462077
0.519392
0.414379
0.066229
ZYME
2020-04-24
750,559
1,694,250
0.511584
0.635341
0.319132
0.045527
ZYME
2020-05-01
554,175
1,201,855
0.545737
0.554765
0.373003
0.072232
ZYME
2020-05-08
512,693
1,172,572
0.562716
0.470117
0.488182
0.041701
ZYME
2020-05-15
1,226,531
3,529,514
0.513337
0.489269
0.455154
0.055577
ZYME
2020-05-22
536,870
1,383,120
0.508007
0.482458
0.46149
0.056052
ZYME
2020-05-29
1,103,923
1,862,145
0.593122
0.361405
0.597469
0.041126
ZYME
2020-06-05
1,004,284
2,584,683
0.530497
0.552225
0.408334
0.039441
ZYME
2020-06-12
643,947
1,308,191
0.548432
0.418756
0.478321
0.102923
ZYME
2020-06-19
608,889
1,245,876
0.615162
0.426364
0.508206
0.065431
ZYME
2020-06-26
783,887
1,541,349
0.556264
0.529179
0.424427
0.046394
ZYME
2020-07-03
373,457
814,006
0.490191
0.410008
0.545588
0.044404
ZYME
2020-07-10
1,368,922
2,656,302
0.500116
0.566104
0.393251
0.040645
ZYME
2020-07-17
918,868
2,157,557
0.504022
0.380095
0.566322
0.053583
ZYME
2020-07-24
648,325
1,235,146
0.534007
0.535164
0.417233
0.047602
ZYME
2020-07-31
576,748
1,164,153
0.531084
0.45677
0.494251
0.048978
ZYME
2020-08-07
356,323
847,124
0.457793
0.443879
0.507695
0.048426
ZYME
2020-08-14
388,345
1,129,805
0.455536
0.465561
0.48106
0.053379
ZYME
2020-08-21
403,473
1,232,811
0.33704
0.513422
0.384612
0.101966
ZYME
2020-08-28
878,544
2,036,549
0.409446
0.567733
0.331812
0.100455
ZYME
2020-09-04
491,290
1,050,363
0.485666
0.475222
0.420704
0.104074
ZYME
2020-09-11
1,050,889
2,238,298
0.535301
0.566254
0.390812
0.042935
ZYME
2020-09-18
1,892,581
4,272,554
0.511235
0.524958
0.442131
0.032911
ZYME
2020-09-25
620,205
1,388,273
0.442289
0.485323
0.48468
0.029998
ZYME
2020-10-02
725,286
1,746,615
0.520468
0.496741
0.472193
0.031066
ZYME
2020-10-09
459,889
792,258
0.556641
0.402556
0.562542
0.034902
ZYME
2020-10-16
380,944
713,868
0.518452
0.401743
0.567658
0.030599
ZYME
2020-10-23
521,245
1,187,864
0.450435
0.47686
0.485153
0.037987
ZYME
2020-10-30
316,543
598,041
0.509456
0.508883
0.447234
0.043883
ZYME
2020-11-06
636,579
1,272,432
0.562878
0.486463
0.402493
0.111044
ZYME
2020-11-13
339,000
796,670
0.441035
0.434495
0.470497
0.095008
ZYME
2020-11-20
920,995
2,790,348
0.506356
0.508405
0.461575
0.03002
ZYME
2020-11-27
583,270
1,335,957
0.524725
0.531482
0.429223
0.039295
ZYME
2020-12-04
787,382
1,618,352
0.473347
0.520256
0.439778
0.039966
ZYME
2020-12-11
609,675
1,341,954
0.465056
0.500572
0.436195
0.063233
ZYME
2020-12-18
378,491
904,754
0.475555
0.49893
0.438713
0.062357
ZYME
2020-12-25
264,551
606,967
0.483416
0.494051
0.464277
0.041671
ZYME
2021-01-01
412,887
721,048
0.581383
0.528508
0.445504
0.025988
ZYME
2021-01-08
680,626
1,485,986
0.494799
0.479401
0.485075
0.035524
ZYME
2021-01-15
1,160,531
2,334,655
0.54145
0.535454
0.421459
0.043087
ZYME
2021-01-22
548,481
1,475,813
0.399264
0.435485
0.519666
0.044849
ZYME
2021-01-29
1,929,505
5,598,151
0.434208
0.506318
0.460064
0.033618
ZYME
2021-02-05
1,256,407
2,612,430
0.52386
0.530178
0.440163
0.029659
ZYME
2021-02-12
758,116
1,657,845
0.487734
0.557014
0.409255
0.033731
ZYME
2021-02-19
674,424
1,230,067
0.545882
0.428301
0.542259
0.02944
ZYME
2021-02-26
779,597
1,328,461
0.676132
0.446423
0.463191
0.090386