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
2022-02-04
815,382
1,766,643
0.587577
0.693342
0.261775
0.044883
ZLAB
2022-02-11
616,627
1,435,485
0.501892
0.636308
0.30906
0.054632
ZLAB
2022-02-18
968,500
1,926,805
0.535802
0.65099
0.288787
0.060223
ZLAB
2022-02-25
630,527
1,313,738
0.55537
0.723065
0.218215
0.05872
ZLAB
2022-03-04
1,388,503
2,244,418
0.603367
0.663401
0.29381
0.042789
ZLAB
2022-03-11
1,869,982
4,669,825
0.569583
0.624063
0.329239
0.046698
ZLAB
2022-03-18
3,689,810
8,083,267
0.547172
0.678356
0.278428
0.043216
ZLAB
2022-03-25
1,481,985
3,027,748
0.462487
0.65672
0.280134
0.063146
ZLAB
2022-04-01
576,384
1,286,120
0.45497
0.684541
0.24393
0.071529
ZLAB
2022-04-08
564,713
1,045,123
0.563218
0.505077
0.445212
0.049711
ZLAB
2022-04-15
308,708
493,469
0.652582
0.507684
0.435183
0.057133
ZLAB
2022-04-22
576,125
967,569
0.607184
0.658504
0.275737
0.065759
ZLAB
2022-04-29
481,565
1,232,249
0.529927
0.63386
0.304995
0.061145
ZLAB
2022-05-06
471,928
1,288,452
0.492174
0.577917
0.335933
0.08615
ZLAB
2022-05-13
1,129,363
2,398,273
0.540507
0.645394
0.294554
0.060052
ZLAB
2022-05-20
765,748
1,392,218
0.635507
0.634791
0.320659
0.04455
ZLAB
2022-05-27
643,036
1,573,392
0.481138
0.553852
0.352437
0.093711
ZLAB
2022-06-03
654,799
1,930,368
0.478818
0.632132
0.319054
0.048815
ZLAB
2022-06-10
836,243
2,557,333
0.481626
0.598875
0.35223
0.048896
ZLAB
2022-06-17
668,353
1,569,482
0.624624
0.622908
0.333068
0.044024
ZLAB
2022-06-24
1,000,457
1,571,998
0.728693
0.588935
0.373132
0.037934
ZLAB
2022-07-01
676,696
1,165,248
0.588645
0.649147
0.314354
0.0365
ZLAB
2022-07-08
701,992
1,217,650
0.622846
0.620579
0.343012
0.036409
ZLAB
2022-07-15
526,893
854,557
0.652035
0.68092
0.280559
0.038521
ZLAB
2022-07-22
822,329
2,285,874
0.623904
0.630763
0.281597
0.087639
ZLAB
2022-07-29
418,636
645,934
0.655052
0.689101
0.279055
0.031843
ZLAB
2022-08-05
580,611
906,988
0.726228
0.696256
0.263037
0.040707
ZLAB
2022-08-12
546,665
1,118,788
0.663784
0.716361
0.240423
0.043216
ZLAB
2022-08-19
374,983
915,988
0.58948
0.720068
0.240302
0.039631
ZLAB
2022-08-26
537,672
1,213,516
0.570695
0.707039
0.265853
0.027107
ZLAB
2022-09-02
575,492
942,319
0.689027
0.648419
0.312561
0.03902
ZLAB
2022-09-09
1,561,370
2,953,732
0.603398
0.650802
0.309116
0.040082
ZLAB
2022-09-16
1,033,875
2,003,321
0.582244
0.640451
0.298027
0.061522
ZLAB
2022-09-23
1,064,303
1,898,426
0.663719
0.664562
0.287106
0.048332
ZLAB
2022-09-30
814,231
1,261,501
0.693072
0.636739
0.254224
0.109037
ZLAB
2022-10-07
582,239
1,170,207
0.703749
0.633015
0.240812
0.126174
ZLAB
2022-10-14
691,332
1,082,726
0.694144
0.586377
0.312907
0.100716
ZLAB
2022-10-21
718,137
1,151,618
0.709407
0.601621
0.359028
0.039351
ZLAB
2022-10-28
1,501,042
3,049,760
0.573274
0.6797
0.272936
0.047364
ZLAB
2022-11-04
1,393,923
2,664,889
0.603875
0.686248
0.265782
0.047971
ZLAB
2022-11-11
1,766,295
3,107,421
0.621835
0.667658
0.278862
0.05348
ZLAB
2022-11-18
650,100
1,279,459
0.58255
0.620731
0.304589
0.07468
ZLAB
2022-11-25
352,191
671,911
0.642496
0.649618
0.305562
0.044821
ZLAB
2022-12-02
540,571
1,205,221
0.533115
0.653527
0.308183
0.038289
ZLAB
2022-12-09
475,475
1,102,948
0.485532
0.627704
0.330335
0.041961
ZLAB
2022-12-16
482,002
1,106,157
0.471092
0.653836
0.304402
0.041762
ZLAB
2022-12-23
920,658
1,794,215
0.557289
0.680163
0.281255
0.038581
ZLAB
2022-12-30
456,421
973,399
0.535236
0.643815
0.323347
0.032839
ZLAB
2023-01-06
2,072,144
5,698,283
0.510222
0.708235
0.264011
0.027754
ZLAB
2023-01-13
973,611
2,877,061
0.441701
0.65689
0.302694
0.040416
ZLAB
2023-01-20
945,457
2,463,916
0.506228
0.71562
0.243709
0.040672
ZLAB
2023-01-27
513,359
1,232,685
0.478496
0.715135
0.242886
0.041979
ZLAB
2023-02-03
785,304
2,090,454
0.558197
0.691765
0.267163
0.041071
ZLAB
2023-02-10
579,002
1,265,695
0.55869
0.741075
0.223843
0.035082
ZLAB
2023-02-17
515,214
1,036,096
0.605635
0.640456
0.316849
0.042696
ZLAB
2023-02-24
604,691
1,123,983
0.585185
0.698715
0.260767
0.040518
ZLAB
2023-03-03
1,144,644
1,949,178
0.648233
0.678956
0.274552
0.046491
ZLAB
2023-03-10
929,524
1,571,174
0.597723
0.683902
0.281669
0.034429
ZLAB
2023-03-17
1,509,184
2,425,939
0.610891
0.642785
0.316239
0.040977
ZLAB
2023-03-24
991,338
1,896,755
0.567922
0.656609
0.304239
0.039153
ZLAB
2023-03-31
852,405
1,517,833
0.642824
0.677243
0.282839
0.039918
ZLAB
2023-04-07
518,391
699,945
0.752515
0.687314
0.258416
0.054269
ZLAB
2023-04-14
748,709
1,333,087
0.611896
0.639109
0.309723
0.051168
ZLAB
2023-04-21
352,260
1,121,890
0.489186
0.536018
0.395983
0.067999
ZLAB
2023-04-28
488,278
1,077,431
0.539615
0.515475
0.419169
0.065355
ZLAB
2023-05-05
435,217
884,260
0.586532
0.57771
0.348065
0.074224
ZLAB
2023-05-12
519,657
1,010,322
0.654725
0.6686
0.278397
0.053003
ZLAB
2023-05-19
762,351
1,768,338
0.545084
0.674731
0.273779
0.051489
ZLAB
2023-05-26
718,578
1,445,832
0.634291
0.615958
0.32892
0.055122
ZLAB
2023-06-02
937,617
2,130,872
0.566076
0.551571
0.410036
0.038393
ZLAB
2023-06-09
1,144,769
2,275,198
0.59182
0.826846
0.151484
0.02167
ZLAB
2023-06-16
964,253
1,976,087
0.655917
0.823255
0.164105
0.01264
ZLAB
2023-06-23
525,151
1,993,774
0.497197
0.808791
0.185239
0.005969
ZLAB
2023-06-30
321,155
560,580
0.700465
0.487378
0.480562
0.03206
ZLAB
2023-07-07
103,843
156,933
0.665816
0.05967
0.901267
0.039062
ZLAB
2023-07-14
113,536
184,780
0.652663
0.031457
0.920457
0.048085
ZLAB
2023-07-21
86,446
178,911
0.487414
0.077023
0.859053
0.063923
ZLAB
2023-07-28
81,961
137,112
0.67699
0.041882
0.896266
0.061852
ZLAB
2023-08-04
122,622
197,204
0.619156
0.094855
0.82745
0.077695
ZLAB
2023-08-11
165,614
290,238
0.574487
0.087813
0.871628
0.040558
ZLAB
2023-08-18
80,644
118,477
0.685535
0.053245
0.870605
0.07615
ZLAB
2023-08-25
94,566
150,327
0.69269
0.063088
0.892534
0.044378
ZLAB
2023-09-01
285,456
436,063
0.677101
0.058774
0.894688
0.046538
ZLAB
2023-09-08
203,663
294,831
0.764163
0.039992
0.86718
0.092829
ZLAB
2023-09-15
144,433
197,955
0.686566
0.03256
0.889479
0.077962
ZLAB
2023-09-22
117,442
151,910
0.736905
0.081388
0.84356
0.075051
ZLAB
2023-09-29
112,801
143,724
0.771447
0.085864
0.841224
0.072912
ZLAB
2023-10-06
107,487
162,978
0.643986
0.068017
0.861757
0.070226
ZLAB
2023-10-13
140,570
171,284
0.810523
0.052651
0.88085
0.066499
ZLAB
2023-10-20
95,755
119,907
0.787121
0.067803
0.844154
0.088043
ZLAB
2023-10-27
188,099
271,580
0.734913
0.078938
0.837991
0.083072
ZLAB
2023-11-03
150,668
211,180
0.717988
0.083744
0.825179
0.091077
ZLAB
2023-11-10
211,394
259,605
0.763794
0.072478
0.763074
0.164448
ZLAB
2023-11-17
128,492
236,907
0.644999
0.052213
0.858543
0.089243
ZLAB
2023-11-24
55,236
91,141
0.626525
0.069642
0.857447
0.072912
ZLAB
2023-12-01
85,521
130,310
0.693919
0.075738
0.748337
0.175925
ZLAB
2023-12-08
83,012
158,383
0.495895
0.041077
0.84247
0.116453
ZLAB
2023-12-15
205,822
431,731
0.518733
0.04082
0.872147
0.087033
ZLAB
2023-12-22
246,120
364,644
0.657384
0.059585
0.778562
0.161852
ZLAB
2023-12-29
130,701
163,357
0.810945
0.036448
0.821154
0.142398