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
ZLAB
2020-03-06
458,189
1,137,440
0.405161
0.542792
0.321485
0.135723
ZLAB
2020-03-13
777,258
1,372,092
0.567951
0.534357
0.345249
0.120395
ZLAB
2020-03-20
658,384
1,447,653
0.589564
0.524237
0.405879
0.069883
ZLAB
2020-03-27
400,668
990,158
0.51168
0.541139
0.409208
0.049653
ZLAB
2020-04-03
468,635
832,531
0.629078
0.518817
0.404902
0.076281
ZLAB
2020-04-10
370,740
805,335
0.550106
0.518611
0.445941
0.035448
ZLAB
2020-04-17
398,181
933,298
0.516144
0.531687
0.412702
0.055611
ZLAB
2020-04-24
331,264
1,049,711
0.44462
0.561631
0.333867
0.104502
ZLAB
2020-05-01
298,638
677,141
0.511843
0.509008
0.384768
0.106224
ZLAB
2020-05-08
260,998
570,552
0.495287
0.535947
0.397919
0.066134
ZLAB
2020-05-15
457,467
1,141,858
0.452473
0.492739
0.437728
0.069533
ZLAB
2020-05-22
553,051
1,333,820
0.421663
0.480944
0.480177
0.03888
ZLAB
2020-05-29
883,330
1,605,768
0.54123
0.397897
0.548098
0.054005
ZLAB
2020-06-05
439,655
998,394
0.458645
0.507494
0.438937
0.053569
ZLAB
2020-06-12
498,215
1,092,528
0.481992
0.504024
0.352399
0.143577
ZLAB
2020-06-19
527,298
1,336,526
0.468719
0.494105
0.436587
0.069308
ZLAB
2020-06-26
334,059
905,530
0.362364
0.465189
0.45609
0.078721
ZLAB
2020-07-03
237,177
587,655
0.478137
0.436069
0.501617
0.062314
ZLAB
2020-07-10
282,930
829,174
0.426228
0.561923
0.343379
0.094698
ZLAB
2020-07-17
357,775
719,882
0.559736
0.509014
0.424543
0.066443
ZLAB
2020-07-24
233,720
551,069
0.424279
0.514341
0.424597
0.061062
ZLAB
2020-07-31
234,756
584,394
0.469914
0.557435
0.379063
0.063502
ZLAB
2020-08-07
236,454
486,739
0.622461
0.596973
0.345928
0.0571
ZLAB
2020-08-14
447,359
933,952
0.661497
0.646801
0.288841
0.064358
ZLAB
2020-08-21
278,738
607,011
0.522995
0.488713
0.355319
0.155968
ZLAB
2020-08-28
321,884
618,359
0.586273
0.470612
0.361178
0.16821
ZLAB
2020-09-04
291,997
708,858
0.421181
0.53299
0.352306
0.114705
ZLAB
2020-09-11
269,324
696,735
0.445745
0.680434
0.255006
0.06456
ZLAB
2020-09-18
252,775
602,704
0.460044
0.577793
0.364518
0.057689
ZLAB
2020-09-25
981,811
1,340,515
0.73306
0.647223
0.305132
0.047645
ZLAB
2020-10-02
760,052
1,261,103
0.608348
0.61187
0.334975
0.053155
ZLAB
2020-10-09
357,284
731,917
0.484267
0.547274
0.400902
0.051825
ZLAB
2020-10-16
265,247
586,604
0.451662
0.527577
0.400374
0.072048
ZLAB
2020-10-23
223,799
465,056
0.541273
0.532188
0.40111
0.066702
ZLAB
2020-10-30
255,853
649,549
0.494903
0.543609
0.374714
0.081677
ZLAB
2020-11-06
261,154
644,013
0.469752
0.471696
0.37316
0.155144
ZLAB
2020-11-13
804,140
1,733,339
0.551954
0.585288
0.292341
0.122371
ZLAB
2020-11-20
385,868
1,092,388
0.552796
0.624181
0.31579
0.060029
ZLAB
2020-11-27
363,868
617,202
0.58599
0.647448
0.309503
0.043049
ZLAB
2020-12-04
392,329
1,102,968
0.440412
0.614173
0.348185
0.037642
ZLAB
2020-12-11
312,134
648,084
0.53848
0.543975
0.379337
0.076689
ZLAB
2020-12-18
385,673
836,564
0.553929
0.578461
0.365469
0.056071
ZLAB
2020-12-25
198,752
325,453
0.629803
0.621114
0.33498
0.043907
ZLAB
2021-01-01
287,030
575,824
0.589611
0.666864
0.289774
0.043362
ZLAB
2021-01-08
463,614
869,896
0.607642
0.609603
0.340419
0.049979
ZLAB
2021-01-15
435,854
1,008,403
0.588767
0.577879
0.331129
0.090992
ZLAB
2021-01-22
477,226
1,151,880
0.538405
0.677959
0.257121
0.064919
ZLAB
2021-01-29
490,655
1,248,338
0.500963
0.602245
0.334964
0.062791
ZLAB
2021-02-05
343,592
995,713
0.531549
0.593877
0.364617
0.041506
ZLAB
2021-02-12
231,033
552,041
0.550567
0.571232
0.377302
0.051465
ZLAB
2021-02-19
224,787
573,757
0.506303
0.551352
0.357475
0.091173
ZLAB
2021-02-26
389,263
890,047
0.541041
0.512321
0.363522
0.124157
ZLAB
2021-03-05
471,407
1,038,916
0.509676
0.57857
0.362704
0.058726
ZLAB
2021-03-12
640,549
1,076,407
0.668948
0.656185
0.298254
0.045561
ZLAB
2021-03-19
497,448
1,357,850
0.51797
0.621101
0.31457
0.06433
ZLAB
2021-03-26
282,606
595,598
0.527329
0.589564
0.359898
0.050537
ZLAB
2021-04-02
317,527
821,769
0.452878
0.605515
0.346758
0.047728
ZLAB
2021-04-09
668,844
1,165,513
0.590546
0.680063
0.273205
0.046732
ZLAB
2021-04-16
1,114,359
1,780,278
0.606423
0.633123
0.320754
0.046122
ZLAB
2021-04-23
1,260,819
2,719,504
0.502558
0.653682
0.303478
0.04284
ZLAB
2021-04-30
479,280
890,841
0.608202
0.63106
0.306855
0.062085
ZLAB
2021-05-07
895,319
1,504,586
0.571074
0.664189
0.229342
0.106469
ZLAB
2021-05-14
850,441
1,499,493
0.665983
0.585617
0.296355
0.118027
ZLAB
2021-05-21
387,268
696,832
0.626237
0.635917
0.328121
0.035961
ZLAB
2021-05-28
702,088
1,166,779
0.643743
0.595975
0.363944
0.040082
ZLAB
2021-06-04
545,558
982,738
0.602073
0.61667
0.336113
0.047217
ZLAB
2021-06-11
527,783
783,955
0.657344
0.611368
0.353417
0.035215
ZLAB
2021-06-18
513,181
1,004,597
0.578239
0.567651
0.384026
0.048323
ZLAB
2021-06-25
506,781
1,221,158
0.587443
0.572686
0.34818
0.079134
ZLAB
2021-07-02
601,218
1,208,997
0.553752
0.648409
0.28186
0.069731
ZLAB
2021-07-09
551,447
976,054
0.623612
0.638618
0.316657
0.044724
ZLAB
2021-07-16
509,511
906,874
0.628516
0.604433
0.324385
0.071182
ZLAB
2021-07-23
367,198
927,135
0.509392
0.620401
0.331324
0.048275
ZLAB
2021-07-30
2,317,758
5,694,325
0.498948
0.667741
0.292563
0.039696
ZLAB
2021-08-06
606,726
1,361,925
0.515378
0.668933
0.285214
0.045853
ZLAB
2021-08-13
417,989
710,724
0.649862
0.625016
0.336864
0.03812
ZLAB
2021-08-20
966,210
1,986,768
0.575076
0.664884
0.296614
0.038501
ZLAB
2021-08-27
354,794
852,262
0.574079
0.617172
0.343366
0.039462
ZLAB
2021-09-03
354,871
716,950
0.490701
0.592204
0.355586
0.05221
ZLAB
2021-09-10
399,855
997,992
0.54086
0.562732
0.335182
0.102086
ZLAB
2021-09-17
485,904
1,408,364
0.556326
0.518161
0.398177
0.083663
ZLAB
2021-09-24
1,371,297
2,113,934
0.605751
0.605439
0.337814
0.056748
ZLAB
2021-10-01
544,888
2,224,385
0.4178
0.519559
0.420207
0.060234
ZLAB
2021-10-08
292,437
1,134,607
0.471691
0.543008
0.3942
0.062792
ZLAB
2021-10-15
608,948
2,139,821
0.451105
0.574935
0.360114
0.064951
ZLAB
2021-10-22
291,559
729,472
0.533909
0.574802
0.354013
0.071185
ZLAB
2021-10-29
545,974
1,404,083
0.504466
0.53034
0.307415
0.162245
ZLAB
2021-11-05
841,721
2,140,015
0.527248
0.605787
0.283092
0.111121
ZLAB
2021-11-12
543,119
1,382,729
0.519406
0.590422
0.326437
0.083141
ZLAB
2021-11-19
530,473
1,284,413
0.529078
0.577633
0.350333
0.072034
ZLAB
2021-11-26
372,716
978,693
0.501167
0.594747
0.321875
0.083378
ZLAB
2021-12-03
586,051
1,513,591
0.470455
0.45803
0.441933
0.100036
ZLAB
2021-12-10
458,152
1,644,857
0.529464
0.60506
0.32638
0.068559
ZLAB
2021-12-17
1,766,932
4,358,720
0.490596
0.70628
0.242512
0.051208
ZLAB
2021-12-24
382,639
982,651
0.453412
0.664612
0.240522
0.094866
ZLAB
2021-12-31
445,550
810,288
0.600868
0.621755
0.317013
0.061232
ZLAB
2022-01-07
721,119
1,306,491
0.587845
0.65916
0.280196
0.060644
ZLAB
2022-01-14
664,100
1,432,097
0.59528
0.643378
0.312117
0.044506
ZLAB
2022-01-21
840,598
2,253,110
0.600248
0.62027
0.315634
0.064096
ZLAB
2022-01-28
558,755
1,229,022
0.507682
0.602301
0.337973
0.059726