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
ZNTL
2022-11-04
544,727
792,077
0.769975
0.584233
0.327668
0.088098
ZNTL
2022-11-11
1,282,576
1,940,414
0.664366
0.644778
0.304019
0.051203
ZNTL
2022-11-18
840,204
1,040,611
0.80103
0.689576
0.260533
0.049891
ZNTL
2022-11-25
318,473
428,835
0.680332
0.684633
0.255766
0.059601
ZNTL
2022-12-02
908,724
1,293,109
0.703695
0.710507
0.248254
0.04124
ZNTL
2022-12-09
843,780
979,625
0.784594
0.692333
0.2722
0.035466
ZNTL
2022-12-16
670,232
824,403
0.808833
0.667212
0.29365
0.039137
ZNTL
2022-12-23
540,087
654,996
0.828283
0.696125
0.273651
0.030224
ZNTL
2022-12-30
904,292
1,183,578
0.770933
0.706473
0.256077
0.03745
ZNTL
2023-01-06
822,459
1,327,105
0.729707
0.713892
0.25224
0.033868
ZNTL
2023-01-13
1,626,568
2,212,165
0.742542
0.776117
0.193632
0.030251
ZNTL
2023-01-20
450,138
835,045
0.699943
0.702606
0.229281
0.068112
ZNTL
2023-01-27
249,567
818,917
0.587539
0.66837
0.254246
0.077383
ZNTL
2023-02-03
564,822
1,103,736
0.649724
0.666633
0.262281
0.071086
ZNTL
2023-02-10
667,861
1,005,279
0.654811
0.662402
0.296395
0.041203
ZNTL
2023-02-17
788,648
1,447,709
0.543263
0.766109
0.189816
0.044075
ZNTL
2023-02-24
637,020
1,075,979
0.702823
0.657707
0.300159
0.042134
ZNTL
2023-03-03
407,872
788,361
0.672753
0.63516
0.315782
0.049058
ZNTL
2023-03-10
553,642
902,619
0.612554
0.685492
0.259811
0.054697
ZNTL
2023-03-17
747,653
2,265,391
0.569377
0.679509
0.261059
0.059432
ZNTL
2023-03-24
1,350,391
2,196,152
0.604421
0.832671
0.136461
0.030868
ZNTL
2023-03-31
1,093,216
1,651,575
0.641619
0.748227
0.202799
0.048974
ZNTL
2023-04-07
538,947
757,118
0.682343
0.782191
0.173928
0.043881
ZNTL
2023-04-14
866,253
1,436,064
0.599145
0.767771
0.186179
0.04605
ZNTL
2023-04-21
676,342
892,313
0.754826
0.688721
0.251404
0.059875
ZNTL
2023-04-28
899,020
1,735,902
0.683499
0.725378
0.229228
0.045394
ZNTL
2023-05-05
978,182
2,598,073
0.593241
0.738571
0.194838
0.06659
ZNTL
2023-05-12
949,309
2,373,026
0.564169
0.779851
0.177079
0.04307
ZNTL
2023-05-19
1,099,526
2,162,753
0.674747
0.73203
0.21792
0.050051
ZNTL
2023-05-26
3,811,198
5,968,022
0.56715
0.769649
0.204048
0.026303
ZNTL
2023-06-02
1,211,687
2,726,111
0.454548
0.586559
0.394227
0.019214
ZNTL
2023-06-09
1,500,954
2,688,489
0.499818
0.7662
0.228336
0.005463
ZNTL
2023-06-16
990,686
1,834,380
0.507618
0.749773
0.244322
0.005905
ZNTL
2023-06-23
883,189
1,339,100
0.711847
0.727373
0.26054
0.012087
ZNTL
2023-06-30
331,045
545,387
0.63021
0.470254
0.503455
0.026291
ZNTL
2023-07-07
52,498
76,815
0.734318
0.055716
0.875441
0.068843
ZNTL
2023-07-14
95,179
126,646
0.784896
0.04489
0.882521
0.07259
ZNTL
2023-07-21
81,837
148,356
0.694724
0.046048
0.905727
0.048226
ZNTL
2023-07-28
63,237
95,816
0.764665
0.071147
0.872938
0.055915
ZNTL
2023-08-04
70,135
90,087
0.804934
0.086729
0.856774
0.056497
ZNTL
2023-08-11
115,918
153,152
0.760186
0.051049
0.88243
0.066521
ZNTL
2023-08-18
158,604
206,900
0.711654
0.070841
0.856532
0.072627
ZNTL
2023-08-25
97,312
143,367
0.663069
0.054299
0.899562
0.046139
ZNTL
2023-09-01
85,305
114,947
0.695369
0.097024
0.800652
0.102324
ZNTL
2023-09-08
112,952
182,280
0.543278
0.046432
0.891889
0.061679
ZNTL
2023-09-15
91,736
151,257
0.626108
0.047295
0.888805
0.0639
ZNTL
2023-09-22
121,767
168,040
0.748189
0.094897
0.772786
0.132317
ZNTL
2023-09-29
177,928
298,926
0.619028
0.045059
0.884701
0.07024
ZNTL
2023-10-06
258,684
418,429
0.700654
0.060637
0.849203
0.09016
ZNTL
2023-10-13
132,786
231,950
0.722124
0.062524
0.786392
0.151084
ZNTL
2023-10-20
127,074
184,429
0.780105
0.035908
0.877171
0.086921
ZNTL
2023-10-27
205,601
300,234
0.734816
0.042083
0.838311
0.119606
ZNTL
2023-11-03
161,398
245,010
0.728288
0.042359
0.784027
0.173613
ZNTL
2023-11-10
816,002
2,352,144
0.400563
0.101839
0.876887
0.021273
ZNTL
2023-11-17
155,021
323,720
0.458292
0.043182
0.873911
0.082908
ZNTL
2023-11-24
82,379
126,772
0.603268
0.080437
0.869467
0.050096
ZNTL
2023-12-01
132,702
215,652
0.606326
0.044111
0.897958
0.05793
ZNTL
2023-12-08
131,744
262,420
0.533664
0.052074
0.845003
0.102923
ZNTL
2023-12-15
312,298
509,414
0.598779
0.041658
0.905997
0.052345
ZNTL
2023-12-22
245,280
349,946
0.684173
0.044078
0.786405
0.169517
ZNTL
2023-12-29
106,723
158,836
0.607714
0.028207
0.85727
0.114523
ZNTL
2024-01-05
129,731
168,582
0.813075
0.035379
0.839279
0.125342
ZNTL
2024-01-12
194,816
300,986
0.643624
0.027949
0.875285
0.096765
ZNTL
2024-01-19
106,571
177,052
0.644422
0.039356
0.915465
0.045179
ZNTL
2024-01-26
152,030
207,751
0.737671
0.048342
0.85396
0.097698
ZNTL
2024-02-02
153,549
237,315
0.671861
0.031064
0.89965
0.069287
ZNTL
2024-02-09
144,155
225,249
0.651644
0.029503
0.923663
0.046834
ZNTL
2024-02-16
180,070
260,036
0.757689
0.06362
0.86695
0.06943
ZNTL
2024-02-23
174,483
251,909
0.747264
0.030583
0.890677
0.07874
ZNTL
2024-03-01
271,483
386,678
0.715481
0.032077
0.871225
0.096698
ZNTL
2024-03-08
408,170
489,925
0.847505
0.035092
0.879283
0.085625
ZNTL
2024-03-15
332,714
570,479
0.748631
0.046385
0.894046
0.059569
ZNTL
2024-03-22
141,732
190,866
0.79157
0.018669
0.895338
0.085993
ZNTL
2024-03-29
94,138
136,573
0.774928
0.051984
0.846812
0.101204
ZNTL
2024-04-05
173,252
247,130
0.791221
0.048457
0.858536
0.093006
ZNTL
2024-04-12
175,632
235,786
0.756134
0.045309
0.847453
0.107238
ZNTL
2024-04-19
145,917
221,305
0.715112
0.030909
0.901459
0.067632
ZNTL
2024-04-26
126,139
212,824
0.702977
0.02811
0.894149
0.077741
ZNTL
2024-05-03
208,370
284,744
0.720131
0.024685
0.878833
0.096482
ZNTL
2024-05-10
180,462
237,060
0.761626
0.017495
0.887525
0.094981
ZNTL
2024-05-17
135,401
204,418
0.719087
0.025175
0.840777
0.134048
ZNTL
2024-05-24
141,390
183,748
0.807111
0.029933
0.88776
0.082307
ZNTL
2024-05-31
172,692
219,506
0.786277
0.071583
0.822565
0.105852
ZNTL
2024-06-07
189,391
242,022
0.868146
0.022823
0.842254
0.134923
ZNTL
2024-06-14
279,560
375,581
0.735906
0.023294
0.824215
0.15249
ZNTL
2024-06-21
701,256
2,087,087
0.492083
0.028105
0.902324
0.069571
ZNTL
2024-06-28
231,292
532,185
0.438996
0.058505
0.895355
0.046141
ZNTL
2024-07-05
205,254
426,211
0.51433
0.060874
0.915444
0.023683
ZNTL
2024-07-12
203,893
384,908
0.485941
0.023267
0.92361
0.053123
ZNTL
2024-07-19
234,239
456,814
0.462369
0.041837
0.925814
0.032349
ZNTL
2024-07-26
110,269
251,052
0.433917
0.027816
0.925172
0.047012
ZNTL
2024-08-02
184,385
278,409
0.631136
0.0457
0.89145
0.06285
ZNTL
2024-08-09
178,427
274,069
0.696032
0.052946
0.875111
0.071943
ZNTL
2024-08-16
191,058
330,340
0.660536
0.035786
0.904432
0.059782
ZNTL
2024-08-23
159,961
234,798
0.612659
0.058411
0.871264
0.070325
ZNTL
2024-08-30
124,352
197,184
0.720158
0.052203
0.898586
0.049211
ZNTL
2024-09-06
119,677
176,674
0.563919
0.01135
0.894801
0.093849
ZNTL
2024-09-13
140,162
200,686
0.695076
0.05983
0.876159
0.064012
ZNTL
2024-09-20
2,875,809
5,041,729
0.609447
0.037229
0.941702
0.021068
ZNTL
2024-09-27
264,277
483,712
0.625104
0.048859
0.88774
0.063401