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
2019-10-11
1,921,356
4,514,172
0.485767
0.479784
0.448322
0.071893
ZTS
2019-10-18
2,004,839
5,169,986
0.408814
0.423393
0.47547
0.101136
ZTS
2019-10-25
1,485,825
5,807,685
0.316426
0.343725
0.529198
0.127077
ZTS
2019-11-01
1,686,344
5,418,978
0.355114
0.383456
0.464984
0.151561
ZTS
2019-11-08
2,417,144
10,492,091
0.279493
0.39896
0.534852
0.066188
ZTS
2019-11-15
1,443,215
6,546,111
0.283616
0.3484
0.581482
0.070118
ZTS
2019-11-22
1,903,404
5,366,538
0.40466
0.410419
0.530943
0.058638
ZTS
2019-11-29
1,511,855
3,388,194
0.423143
0.507403
0.447621
0.044976
ZTS
2019-12-06
1,946,154
5,814,714
0.434009
0.479766
0.463881
0.056353
ZTS
2019-12-13
2,100,304
5,400,782
0.463822
0.521107
0.401846
0.077048
ZTS
2019-12-20
3,479,536
6,766,616
0.559992
0.408985
0.479546
0.111469
ZTS
2019-12-27
876,776
2,037,455
0.47513
0.477886
0.458831
0.063284
ZTS
2020-01-03
1,492,091
2,771,392
0.608898
0.43575
0.511156
0.053095
ZTS
2020-01-10
1,765,351
4,690,064
0.466059
0.454669
0.505781
0.03955
ZTS
2020-01-17
2,486,129
5,594,194
0.511748
0.373292
0.46983
0.156879
ZTS
2020-01-24
2,136,596
5,148,465
0.447522
0.364972
0.568618
0.06641
ZTS
2020-01-31
2,487,244
7,693,231
0.433212
0.256974
0.621034
0.121992
ZTS
2020-02-07
1,920,252
7,382,453
0.365546
0.339528
0.59904
0.061432
ZTS
2020-02-14
4,089,220
8,728,856
0.543039
0.367274
0.564121
0.068606
ZTS
2020-02-21
1,752,814
4,782,404
0.435037
0.316871
0.633541
0.049588
ZTS
2020-02-28
5,487,196
10,999,595
0.573296
0.354627
0.600693
0.04468
ZTS
2020-03-06
6,022,153
11,389,848
0.607571
0.350545
0.57225
0.077205
ZTS
2020-03-13
7,217,360
14,366,480
0.552976
0.280958
0.65638
0.062661
ZTS
2020-03-20
6,893,225
19,888,914
0.373229
0.362515
0.597532
0.039953
ZTS
2020-03-27
7,061,524
16,579,630
0.538797
0.440613
0.520376
0.039011
ZTS
2020-04-03
4,700,092
9,394,233
0.617616
0.401561
0.548552
0.049887
ZTS
2020-04-10
4,732,292
8,412,127
0.585668
0.369327
0.58961
0.041063
ZTS
2020-04-17
3,982,293
9,519,911
0.495613
0.40107
0.535514
0.063416
ZTS
2020-04-24
3,763,124
9,358,377
0.552055
0.408968
0.486792
0.104241
ZTS
2020-05-01
4,420,847
10,202,729
0.514441
0.441094
0.456303
0.102603
ZTS
2020-05-08
3,815,680
9,071,416
0.514034
0.435106
0.503992
0.060902
ZTS
2020-05-15
3,959,838
8,400,033
0.561315
0.362206
0.588521
0.049273
ZTS
2020-05-22
5,364,367
8,917,443
0.602563
0.428098
0.524915
0.046987
ZTS
2020-05-29
4,174,085
7,326,436
0.587029
0.3209
0.631079
0.048021
ZTS
2020-06-05
3,139,014
5,711,002
0.62658
0.383677
0.541081
0.075241
ZTS
2020-06-12
3,944,671
6,969,857
0.569932
0.344912
0.533955
0.121133
ZTS
2020-06-19
3,276,097
6,397,091
0.616739
0.355741
0.584434
0.059824
ZTS
2020-06-26
2,429,242
5,176,586
0.559466
0.361745
0.542887
0.095368
ZTS
2020-07-03
1,814,916
4,657,173
0.486353
0.349975
0.582753
0.067272
ZTS
2020-07-10
1,420,868
3,859,771
0.477638
0.377935
0.53879
0.083275
ZTS
2020-07-17
1,925,633
5,236,510
0.444819
0.330076
0.608598
0.061326
ZTS
2020-07-24
1,446,868
4,003,417
0.456162
0.369897
0.551733
0.07837
ZTS
2020-07-31
2,708,158
5,771,393
0.601677
0.439373
0.485782
0.074845
ZTS
2020-08-07
2,962,763
6,274,921
0.52287
0.439154
0.490289
0.070558
ZTS
2020-08-14
1,882,529
4,751,035
0.453833
0.359552
0.574767
0.065681
ZTS
2020-08-21
1,909,353
5,609,368
0.415595
0.374122
0.498944
0.126934
ZTS
2020-08-28
1,343,025
5,205,170
0.351356
0.368725
0.501384
0.129891
ZTS
2020-09-04
2,050,704
5,905,275
0.460277
0.370267
0.536251
0.093482
ZTS
2020-09-11
1,545,267
3,974,819
0.494944
0.380099
0.565288
0.054612
ZTS
2020-09-18
2,815,718
5,836,154
0.54815
0.351307
0.601786
0.046907
ZTS
2020-09-25
2,120,127
4,762,666
0.545897
0.386226
0.564993
0.048781
ZTS
2020-10-02
2,344,090
5,044,321
0.609564
0.410966
0.53786
0.051174
ZTS
2020-10-09
2,817,653
8,156,541
0.452644
0.331704
0.62428
0.044016
ZTS
2020-10-16
1,595,521
5,575,482
0.440286
0.409285
0.530885
0.05983
ZTS
2020-10-23
1,581,125
5,020,005
0.437127
0.432965
0.501562
0.065473
ZTS
2020-10-30
2,793,901
6,325,822
0.578881
0.404907
0.545836
0.049257
ZTS
2020-11-06
3,577,622
8,787,525
0.491206
0.355337
0.533092
0.111572
ZTS
2020-11-13
2,670,637
7,162,179
0.409216
0.383322
0.503626
0.113052
ZTS
2020-11-20
2,157,412
5,007,046
0.49763
0.379342
0.580374
0.040284
ZTS
2020-11-27
1,648,184
4,901,058
0.469014
0.40327
0.536827
0.059903
ZTS
2020-12-04
2,971,856
8,792,388
0.387097
0.376234
0.578847
0.044918
ZTS
2020-12-11
1,586,397
5,696,603
0.368563
0.316387
0.633821
0.049792
ZTS
2020-12-18
2,699,419
7,481,550
0.407556
0.333652
0.618362
0.047987
ZTS
2020-12-25
995,999
3,036,461
0.38919
0.348838
0.602057
0.049105
ZTS
2021-01-01
1,609,031
3,930,370
0.535517
0.308147
0.651367
0.040486
ZTS
2021-01-08
2,491,373
6,470,557
0.47262
0.373615
0.590233
0.036152
ZTS
2021-01-15
2,888,559
7,561,362
0.498055
0.385086
0.56931
0.045604
ZTS
2021-01-22
2,089,237
4,988,511
0.460873
0.289412
0.66633
0.044258
ZTS
2021-01-29
2,563,122
6,996,614
0.446748
0.373469
0.584049
0.042483
ZTS
2021-02-05
2,396,427
6,387,664
0.542181
0.360855
0.613086
0.026059
ZTS
2021-02-12
3,141,154
7,109,441
0.517599
0.378333
0.586793
0.034875
ZTS
2021-02-19
2,642,631
7,180,643
0.505187
0.409044
0.548386
0.04257
ZTS
2021-02-26
2,616,007
8,814,411
0.381229
0.327399
0.600632
0.071969
ZTS
2021-03-05
3,192,631
12,885,876
0.344454
0.364607
0.594274
0.041118
ZTS
2021-03-12
3,322,094
7,793,983
0.529462
0.39664
0.566738
0.036622
ZTS
2021-03-19
4,788,270
9,816,886
0.541651
0.366606
0.585851
0.047543
ZTS
2021-03-26
2,690,954
6,678,150
0.477443
0.420993
0.536004
0.043003
ZTS
2021-04-02
1,939,256
4,456,146
0.570852
0.39008
0.573634
0.036286
ZTS
2021-04-09
2,061,129
6,295,825
0.44268
0.398489
0.561222
0.040289
ZTS
2021-04-16
2,952,138
7,045,131
0.534599
0.361846
0.596646
0.041508
ZTS
2021-04-23
2,374,634
5,535,593
0.489289
0.337147
0.613727
0.049126
ZTS
2021-04-30
2,445,191
5,793,766
0.559913
0.384092
0.577744
0.038163
ZTS
2021-05-07
2,960,620
8,025,445
0.464724
0.345244
0.543664
0.111092
ZTS
2021-05-14
2,340,474
5,466,518
0.487826
0.346953
0.559111
0.093936
ZTS
2021-05-21
3,650,566
6,894,617
0.636289
0.376912
0.585433
0.037655
ZTS
2021-05-28
3,178,932
8,016,347
0.559591
0.287474
0.674563
0.037964
ZTS
2021-06-04
1,537,293
3,871,076
0.486152
0.336759
0.626474
0.036767
ZTS
2021-06-11
2,440,892
5,245,979
0.507339
0.40523
0.558422
0.036347
ZTS
2021-06-18
3,730,007
6,869,078
0.660417
0.302087
0.664895
0.033017
ZTS
2021-06-25
2,514,438
6,288,753
0.565499
0.35441
0.604277
0.041313
ZTS
2021-07-02
2,424,519
5,430,666
0.530576
0.342483
0.578117
0.0794
ZTS
2021-07-09
3,430,101
6,189,544
0.711062
0.33605
0.62013
0.04382
ZTS
2021-07-16
3,357,463
7,204,279
0.600814
0.368533
0.548858
0.08261
ZTS
2021-07-23
2,265,393
6,310,799
0.460438
0.321479
0.629719
0.048802
ZTS
2021-07-30
2,196,437
5,808,665
0.493323
0.322272
0.632276
0.045452
ZTS
2021-08-06
2,188,121
7,106,582
0.381169
0.313698
0.639981
0.046321
ZTS
2021-08-13
1,539,035
4,140,651
0.476205
0.389363
0.559202
0.051435
ZTS
2021-08-20
1,900,062
4,118,638
0.600234
0.406163
0.538606
0.055231
ZTS
2021-08-27
1,424,281
3,536,708
0.563784
0.363714
0.580208
0.056078
ZTS
2021-09-03
1,782,094
4,095,835
0.550351
0.384413
0.56279
0.052797