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
2022-07-15
2,816,054
6,067,875
0.514225
0.26217
0.703195
0.034636
ZTS
2022-07-22
2,718,604
6,410,765
0.527287
0.462295
0.464638
0.073068
ZTS
2022-07-29
2,020,515
4,783,025
0.483055
0.342585
0.613143
0.044272
ZTS
2022-08-05
2,475,201
5,460,570
0.516046
0.369444
0.588667
0.041889
ZTS
2022-08-12
2,339,778
4,609,692
0.545323
0.387844
0.570111
0.042045
ZTS
2022-08-19
2,159,977
5,278,194
0.461086
0.364822
0.606272
0.028905
ZTS
2022-08-26
1,775,272
5,033,921
0.420353
0.306977
0.660502
0.03252
ZTS
2022-09-02
2,921,459
6,263,476
0.531422
0.395001
0.567352
0.037648
ZTS
2022-09-09
3,166,489
5,758,309
0.632389
0.410572
0.539169
0.050259
ZTS
2022-09-16
3,422,244
7,565,661
0.594178
0.333075
0.623288
0.043637
ZTS
2022-09-23
2,675,250
6,172,843
0.53269
0.394466
0.552901
0.052633
ZTS
2022-09-30
3,636,412
7,408,623
0.574291
0.434625
0.486411
0.078964
ZTS
2022-10-07
2,526,477
5,839,980
0.487859
0.369808
0.541612
0.088579
ZTS
2022-10-14
2,645,551
6,443,013
0.499439
0.389754
0.520092
0.090155
ZTS
2022-10-21
3,155,602
7,103,630
0.488948
0.368677
0.5944
0.036923
ZTS
2022-10-28
2,564,407
6,150,482
0.488394
0.415494
0.547585
0.036921
ZTS
2022-11-04
4,911,414
13,856,917
0.49926
0.574313
0.384923
0.040763
ZTS
2022-11-11
5,032,910
11,908,190
0.529545
0.489149
0.480185
0.030666
ZTS
2022-11-18
4,329,772
8,849,073
0.514565
0.480827
0.494365
0.024807
ZTS
2022-11-25
1,862,100
4,047,579
0.515768
0.50111
0.441087
0.057803
ZTS
2022-12-02
4,081,204
8,154,043
0.574216
0.459338
0.512455
0.028208
ZTS
2022-12-09
3,966,780
7,766,267
0.583852
0.487805
0.479488
0.032707
ZTS
2022-12-16
3,956,232
9,465,982
0.500872
0.407483
0.568159
0.024358
ZTS
2022-12-23
1,884,712
5,629,189
0.389164
0.463181
0.51654
0.02028
ZTS
2022-12-30
1,080,408
3,037,759
0.439334
0.490608
0.484961
0.024431
ZTS
2023-01-06
2,398,678
4,727,091
0.570071
0.520355
0.453397
0.026248
ZTS
2023-01-13
4,644,371
8,191,553
0.594739
0.476824
0.498252
0.024924
ZTS
2023-01-20
6,501,858
9,728,900
0.719427
0.477896
0.496083
0.026021
ZTS
2023-01-27
3,819,305
7,101,554
0.646365
0.476883
0.49251
0.030607
ZTS
2023-02-03
3,779,159
8,451,116
0.539098
0.461095
0.513209
0.025696
ZTS
2023-02-10
3,250,302
6,838,093
0.508292
0.468237
0.505121
0.026641
ZTS
2023-02-17
4,877,177
8,584,330
0.632509
0.455716
0.521734
0.02255
ZTS
2023-02-24
2,705,134
5,071,435
0.591732
0.479771
0.489732
0.030496
ZTS
2023-03-03
3,951,289
6,539,816
0.73831
0.462606
0.514379
0.023015
ZTS
2023-03-10
3,482,014
5,999,660
0.663712
0.423712
0.533708
0.04258
ZTS
2023-03-17
4,190,513
8,584,808
0.575271
0.353643
0.624306
0.022052
ZTS
2023-03-24
4,023,029
8,831,295
0.608776
0.348297
0.629552
0.022151
ZTS
2023-03-31
2,626,661
5,746,555
0.539175
0.447778
0.524773
0.027449
ZTS
2023-04-07
2,563,078
4,689,225
0.626289
0.421062
0.552335
0.026603
ZTS
2023-04-14
2,748,658
4,798,924
0.656821
0.464563
0.503985
0.031452
ZTS
2023-04-21
2,858,284
4,708,810
0.701
0.453679
0.513971
0.03235
ZTS
2023-04-28
2,661,248
4,861,201
0.654215
0.446144
0.518144
0.035712
ZTS
2023-05-05
5,931,008
10,398,281
0.646704
0.483419
0.485301
0.031281
ZTS
2023-05-12
2,859,644
5,521,405
0.604704
0.454404
0.509255
0.036341
ZTS
2023-05-19
2,761,301
5,099,929
0.609122
0.419441
0.553233
0.027326
ZTS
2023-05-26
3,834,727
8,176,336
0.525215
0.457938
0.5182
0.023862
ZTS
2023-06-02
4,133,486
8,503,815
0.610415
0.377736
0.602672
0.019592
ZTS
2023-06-09
2,615,184
5,856,684
0.508771
0.475488
0.51356
0.010952
ZTS
2023-06-16
3,091,168
6,746,885
0.616604
0.478443
0.516361
0.005196
ZTS
2023-06-23
2,090,069
5,800,921
0.451647
0.438027
0.557629
0.004344
ZTS
2023-06-30
1,827,947
4,233,504
0.532142
0.288215
0.69997
0.011814
ZTS
2023-07-07
784,088
1,926,355
0.493489
0.01788
0.973766
0.008354
ZTS
2023-07-14
929,517
2,477,741
0.496802
0.013765
0.969338
0.016896
ZTS
2023-07-21
1,733,267
3,768,969
0.432795
0.016551
0.976302
0.007147
ZTS
2023-07-28
2,073,919
3,858,762
0.628097
0.011488
0.966418
0.022095
ZTS
2023-08-04
1,574,512
3,110,430
0.555633
0.018084
0.96454
0.017376
ZTS
2023-08-11
2,003,924
3,633,392
0.655851
0.026337
0.949808
0.023855
ZTS
2023-08-18
1,402,831
2,506,499
0.619883
0.01285
0.955198
0.031951
ZTS
2023-08-25
1,086,565
2,000,778
0.599572
0.014235
0.956818
0.028948
ZTS
2023-09-01
1,976,997
3,381,009
0.748084
0.014216
0.967615
0.018168
ZTS
2023-09-08
1,186,675
2,082,401
0.712126
0.018313
0.957886
0.023801
ZTS
2023-09-15
1,712,038
4,139,622
0.621774
0.017668
0.965625
0.016707
ZTS
2023-09-22
1,285,989
2,505,750
0.614932
0.017182
0.953267
0.029551
ZTS
2023-09-29
1,315,806
2,511,782
0.651595
0.010456
0.958022
0.031522
ZTS
2023-10-06
1,311,337
2,808,697
0.598478
0.012948
0.977845
0.009207
ZTS
2023-10-13
1,131,585
2,292,732
0.621699
0.016729
0.966323
0.016948
ZTS
2023-10-20
1,594,423
3,196,338
0.666616
0.009837
0.977512
0.012651
ZTS
2023-10-27
1,298,559
2,960,542
0.443529
0.012012
0.980632
0.007355
ZTS
2023-11-03
1,917,042
5,745,064
0.321487
0.020579
0.969743
0.009678
ZTS
2023-11-10
1,853,572
4,369,949
0.443626
0.016084
0.967103
0.016813
ZTS
2023-11-17
1,478,867
3,166,298
0.564275
0.012378
0.964715
0.022907
ZTS
2023-11-24
809,051
1,411,543
0.663279
0.020412
0.962397
0.01719
ZTS
2023-12-01
1,348,744
3,098,011
0.476166
0.010721
0.981756
0.007523
ZTS
2023-12-08
1,179,652
2,486,587
0.50986
0.009049
0.974477
0.016475
ZTS
2023-12-15
2,687,860
5,216,515
0.671113
0.009465
0.972389
0.018146
ZTS
2023-12-22
1,573,931
3,486,894
0.559235
0.010639
0.971952
0.017409
ZTS
2023-12-29
704,585
1,390,209
0.635065
0.014546
0.955398
0.030056
ZTS
2024-01-05
969,145
2,048,554
0.543978
0.011502
0.969585
0.018913
ZTS
2024-01-12
1,493,910
2,965,577
0.608774
0.014771
0.965674
0.019555
ZTS
2024-01-19
1,728,412
3,268,311
0.640421
0.015793
0.966337
0.017871
ZTS
2024-01-26
1,299,997
3,534,893
0.435012
0.020213
0.965321
0.014466
ZTS
2024-02-02
1,176,049
2,952,443
0.427622
0.012861
0.970077
0.017062
ZTS
2024-02-09
1,316,233
3,200,754
0.487555
0.022382
0.960078
0.01754
ZTS
2024-02-16
2,356,959
4,773,633
0.601926
0.018737
0.957569
0.023694
ZTS
2024-02-23
1,603,947
3,397,936
0.622121
0.024884
0.956265
0.018851
ZTS
2024-03-01
2,276,264
4,255,090
0.642608
0.015569
0.952866
0.031564
ZTS
2024-03-08
2,372,065
6,552,898
0.394832
0.015509
0.971513
0.012978
ZTS
2024-03-15
2,811,275
7,362,752
0.428621
0.015868
0.964068
0.020064
ZTS
2024-03-22
2,163,596
5,895,343
0.422749
0.019159
0.956852
0.023989
ZTS
2024-03-29
1,379,310
3,972,158
0.4692
0.017427
0.945286
0.037287
ZTS
2024-04-05
1,634,703
4,228,418
0.487785
0.02069
0.949888
0.029422
ZTS
2024-04-12
1,614,996
5,118,406
0.424135
0.020555
0.943331
0.036114
ZTS
2024-04-19
3,036,780
7,510,435
0.491963
0.019352
0.945648
0.035
ZTS
2024-04-26
2,327,815
5,798,935
0.515791
0.02041
0.941496
0.038094
ZTS
2024-05-03
3,264,214
6,070,007
0.707054
0.020735
0.938823
0.040442
ZTS
2024-05-10
2,184,552
4,427,640
0.600487
0.015585
0.952713
0.031703
ZTS
2024-05-17
1,730,254
3,733,226
0.616082
0.010412
0.97145
0.018138
ZTS
2024-05-24
1,471,191
2,757,970
0.643645
0.012967
0.966933
0.0201
ZTS
2024-05-31
1,903,225
4,068,310
0.68579
0.016898
0.957821
0.025281
ZTS
2024-06-07
1,583,671
2,891,616
0.600468
0.007803
0.966571
0.025626