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
ZTS
2024-06-14
1,843,827
3,455,639
0.645077
0.008681
0.960089
0.03123
ZTS
2024-06-21
1,794,597
4,679,156
0.550801
0.015368
0.957564
0.027068
ZTS
2024-06-28
1,847,450
4,594,904
0.537707
0.016188
0.943387
0.040424
ZTS
2024-07-05
1,308,225
2,541,902
0.643962
0.011222
0.957066
0.031713
ZTS
2024-07-12
1,211,508
3,088,409
0.542774
0.01407
0.968267
0.017663
ZTS
2024-07-19
1,274,931
3,108,984
0.427583
0.013697
0.968572
0.017732
ZTS
2024-07-26
1,140,351
2,757,297
0.557283
0.014937
0.943007
0.042056
ZTS
2024-08-02
1,039,251
2,988,965
0.432559
0.017991
0.944153
0.037856
ZTS
2024-08-09
1,412,103
3,998,639
0.466096
0.020659
0.960981
0.01836
ZTS
2024-08-16
1,300,404
3,326,400
0.506488
0.013221
0.964944
0.021835
ZTS
2024-08-23
1,037,935
2,410,352
0.529839
0.013793
0.972032
0.014175
ZTS
2024-08-30
1,396,631
3,143,064
0.534802
0.010957
0.976374
0.012668
ZTS
2024-09-06
1,240,150
2,606,365
0.606808
0.013869
0.958591
0.027539
ZTS
2024-09-13
1,476,348
3,231,168
0.686984
0.016325
0.954312
0.029363
ZTS
2024-09-20
2,032,329
4,323,648
0.67666
0.011797
0.95773
0.030472
ZTS
2024-09-27
1,370,254
3,033,503
0.686147
0.013595
0.953933
0.032472
ZTS
2024-10-04
1,289,040
2,765,001
0.64184
0.014323
0.950265
0.035412
ZTS
2024-10-11
1,069,872
2,589,503
0.622838
0.015884
0.967234
0.016882
ZTS
2024-10-18
1,057,931
2,592,860
0.593009
0.028264
0.968876
0.002861
ZTS
2024-10-25
1,162,116
3,103,131
0.545159
0.019231
0.978597
0.002172
ZTS
2024-11-01
1,267,495
3,378,481
0.445269
0.021111
0.977289
0.0016
ZTS
2024-11-08
2,040,393
5,066,110
0.448075
0.02738
0.965616
0.007005
ZTS
2024-11-15
1,990,579
4,032,013
0.613336
0.019778
0.977334
0.002888
ZTS
2024-11-22
1,634,067
3,197,495
0.646397
0.019841
0.979169
0.00099
ZTS
2024-11-29
950,194
3,509,463
0.579603
0.021885
0.976441
0.001674
ZTS
2024-12-06
1,357,640
3,701,532
0.434114
0.025153
0.972166
0.00268
ZTS
2024-12-13
1,187,174
3,044,439
0.528942
0.0349
0.947011
0.01809
ZTS
2024-12-20
1,922,266
6,263,729
0.461198
0.02203
0.973752
0.004217
ZTS
2024-12-27
536,678
2,116,585
0.240725
0.022504
0.964532
0.012963
ZTS
2025-01-03
656,669
2,206,227
0.360628
0.01631
0.97891
0.004779
ZTS
2025-01-10
903,883
2,869,636
0.487265
0.029514
0.969295
0.001191
ZTS
2025-01-17
2,263,589
5,524,537
0.478802
0.017564
0.979181
0.003256
ZTS
2025-01-24
1,315,188
2,672,148
0.602694
0.018832
0.969569
0.011599
ZTS
2025-01-31
1,707,656
3,564,683
0.66441
0.020557
0.978324
0.001119
ZTS
2025-02-07
1,708,526
3,455,924
0.64704
0.017898
0.9723
0.009802
ZTS
2025-02-14
3,299,092
7,517,581
0.542652
0.019902
0.97851
0.001588
ZTS
2025-02-21
1,731,052
6,104,906
0.406245
0.01301
0.98567
0.00132
ZTS
2025-02-28
2,256,086
4,906,615
0.625767
0.020009
0.97832
0.001672
ZTS
2025-03-07
1,705,853
4,339,483
0.449395
0.0242
0.971581
0.004218
ZTS
2025-03-14
1,584,367
4,904,496
0.474764
0.023546
0.974351
0.002103
ZTS
2025-03-21
1,937,153
5,080,040
0.47615
0.008385
0.989945
0.00167
ZTS
2025-03-28
1,041,876
3,197,526
0.51347
0.024614
0.974477
0.000908
ZTS
2025-04-04
993,168
2,949,012
0.479987
0.012005
0.985488
0.002507
ZTS
2025-04-11
2,009,836
5,330,631
0.48086
0.028202
0.967144
0.004653
ZTS
2025-04-18
1,523,749
4,857,870
0.409961
0.018729
0.978919
0.002352
ZTS
2025-04-25
1,136,906
4,151,464
0.370685
0.019153
0.978445
0.002402
ZTS
2025-05-02
1,463,050
4,070,531
0.532888
0.017909
0.9793
0.00279
ZTS
2025-05-09
2,094,206
5,903,888
0.54511
0.022895
0.969872
0.007233
ZTS
2025-05-16
2,050,070
4,759,672
0.608869
0.015038
0.983901
0.001062
ZTS
2025-05-23
2,135,466
4,398,398
0.709224
0.026532
0.970326
0.003142
ZTS
2025-05-30
2,250,810
4,136,706
0.735195
0.015496
0.98304
0.001464
ZTS
2025-06-06
2,055,705
5,128,982
0.609204
0.02372
0.97628
0
ZTS
2025-06-13
2,025,403
4,275,528
0.631863
0.023695
0.976305
0
ZTS
2025-06-20
1,773,808
4,410,987
0.550775
0.019086
0.980914
0
ZTS
2025-06-27
1,131,356
4,877,236
0.286548
0.015528
0.984472
0
ZTS
2025-07-04
777,395
3,355,745
0.309624
0.016852
0.983148
0
ZTS
2025-07-11
1,717,413
4,406,092
0.343854
0.023182
0.976818
0
ZTS
2025-07-18
1,739,149
6,655,995
0.326127
0.019963
0.980037
0
ZTS
2025-07-25
1,102,052
4,510,939
0.277961
0.019828
0.980172
0
ZTS
2025-08-01
1,380,079
4,727,429
0.311623
0.017668
0.982332
0
ZTS
2025-08-08
2,581,051
6,323,263
0.573854
0.032761
0.967239
0
ZTS
2025-08-15
1,567,765
4,084,248
0.490241
0.01239
0.98761
0
ZTS
2025-08-22
1,162,069
3,405,357
0.433494
0.021734
0.978266
0
ZTS
2025-08-29
1,249,678
3,576,167
0.419075
0.011378
0.988622
0
ZTS
2025-09-05
953,772
2,412,361
0.410043
0.015153
0.984847
0
ZTS
2025-09-12
1,903,056
4,151,657
0.605327
0.021356
0.978644
0
ZTS
2025-09-19
2,164,026
5,021,193
0.549632
0.019962
0.980038
0
ZTS
2025-09-26
1,463,489
4,247,954
0.405975
0.017024
0.982976
0
ZTS
2025-10-03
1,711,165
4,783,396
0.409087
0.017385
0.982615
0
ZTS
2025-10-10
1,219,493
3,981,136
0.437832
0.020534
0.979466
0
ZTS
2025-10-17
1,482,210
4,795,482
0.449215
0.016206
0.983794
0
ZTS
2025-10-24
1,177,756
2,832,175
0.529697
0.015022
0.984978
0
ZTS
2025-10-31
1,752,694
4,022,848
0.585208
0.023978
0.976022
0
ZTS
2025-11-07
2,279,048
9,187,461
0.374444
0.02583
0.97417
0
ZTS
2025-11-14
1,366,573
6,147,601
0.229254
0.017637
0.982363
0
ZTS
2025-11-21
1,958,632
7,829,891
0.326255
0.015592
0.984408
0
ZTS
2025-11-28
1,543,472
5,325,094
0.428963
0.010429
0.989571
0
ZTS
2025-12-05
3,407,997
7,831,752
0.483686
0.01181
0.98819
0
ZTS
2025-12-12
2,754,525
7,983,576
0.267751
0.009139
0.990861
0
ZTS
2025-12-19
5,723,566
17,389,844
0.473369
0.015143
0.984857
0
ZTS
2025-12-26
2,126,785
4,188,153
0.696973
0.029217
0.970783
0
ZTS
2026-01-02
1,921,184
4,372,212
0.663242
0.02053
0.97947
0
ZTS
2026-01-09
3,276,711
6,077,518
0.673724
0.014132
0.985868
0
ZTS
2026-01-16
3,592,864
8,160,009
0.628176
0.012819
0.987181
0
ZTS
2026-01-23
2,043,122
4,949,082
0.537637
0.020019
0.979981
0
ZTS
2026-01-30
3,017,286
6,763,606
0.547858
0.032496
0.967504
0
ZUMZ
2011-01-07
893,375
1,592,324
0.573581
0.201603
0.752624
0.045773
ZUMZ
2011-01-14
350,032
588,849
0.655042
0.261057
0.6429
0.096042
ZUMZ
2011-01-21
262,267
415,040
0.646312
0.27747
0.598144
0.124386
ZUMZ
2011-01-28
283,829
531,121
0.566091
0.192771
0.750261
0.056969
ZUMZ
2011-02-04
528,219
818,752
0.681106
0.281715
0.624707
0.093578
ZUMZ
2011-02-11
262,409
413,245
0.641127
0.222668
0.651072
0.12626
ZUMZ
2011-02-18
221,138
371,629
0.60685
0.202999
0.659597
0.137405
ZUMZ
2011-02-25
253,214
456,606
0.566419
0.278145
0.660772
0.061083
ZUMZ
2011-03-04
793,807
1,169,556
0.692707
0.237048
0.571064
0.191888
ZUMZ
2011-03-11
662,800
1,007,110
0.695133
0.256026
0.65867
0.085304
ZUMZ
2011-03-18
764,150
1,071,817
0.722716
0.232954
0.639877
0.127169
ZUMZ
2011-03-25
433,603
980,737
0.426985
0.255094
0.651152
0.093754
ZUMZ
2011-04-01
813,771
1,294,637
0.63353
0.250391
0.677182
0.072427
ZUMZ
2011-04-08
555,825
971,085
0.613334
0.306975
0.590927
0.102098