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
ZVIA
2023-02-17
213,940
376,063
0.581063
0.503034
0.46698
0.029986
ZVIA
2023-02-24
265,759
892,880
0.427929
0.566456
0.395898
0.037646
ZVIA
2023-03-03
279,636
583,649
0.496164
0.556567
0.422962
0.020471
ZVIA
2023-03-10
199,503
414,397
0.517295
0.553424
0.407442
0.039134
ZVIA
2023-03-17
234,448
439,900
0.639625
0.515889
0.465726
0.018385
ZVIA
2023-03-24
166,415
287,673
0.585664
0.452684
0.501156
0.04616
ZVIA
2023-03-31
235,349
487,541
0.474809
0.496229
0.47941
0.024362
ZVIA
2023-04-07
111,286
226,502
0.468462
0.468848
0.491714
0.039437
ZVIA
2023-04-14
127,226
291,269
0.501776
0.570332
0.377553
0.052115
ZVIA
2023-04-21
98,288
250,701
0.427194
0.568318
0.38935
0.042332
ZVIA
2023-04-28
113,124
248,659
0.583727
0.604929
0.34389
0.051181
ZVIA
2023-05-05
70,337
186,081
0.4097
0.574016
0.370379
0.055605
ZVIA
2023-05-12
94,142
246,285
0.422292
0.61578
0.321456
0.062764
ZVIA
2023-05-19
128,033
278,563
0.483369
0.631571
0.325085
0.043344
ZVIA
2023-05-26
197,094
474,172
0.469632
0.63685
0.325043
0.038106
ZVIA
2023-06-02
119,274
263,156
0.389275
0.614017
0.335297
0.050686
ZVIA
2023-06-09
136,733
335,335
0.401176
0.682863
0.317137
0
ZVIA
2023-06-16
353,371
706,085
0.53817
0.661169
0.336622
0.00221
ZVIA
2023-06-23
1,261,144
2,814,391
0.585429
0.471393
0.526223
0.002384
ZVIA
2023-06-30
212,387
368,411
0.510504
0.172971
0.815554
0.011474
ZVIA
2023-07-07
63,757
121,768
0.655158
0.001727
0.965793
0.032481
ZVIA
2023-07-14
126,915
209,887
0.683967
0.003852
0.989865
0.006283
ZVIA
2023-07-21
80,627
198,448
0.531661
0.016982
0.981897
0.001121
ZVIA
2023-07-28
261,303
712,626
0.576327
0.051854
0.947433
0.000713
ZVIA
2023-08-04
160,147
307,682
0.505022
0.007079
0.99287
0.000052
ZVIA
2023-08-11
277,320
375,763
0.747224
0.010024
0.983363
0.006613
ZVIA
2023-08-18
110,442
192,948
0.650374
0.026321
0.971791
0.001888
ZVIA
2023-08-25
119,357
188,530
0.692447
0.014079
0.980152
0.005769
ZVIA
2023-09-01
84,239
116,276
0.830525
0.032159
0.967284
0.000557
ZVIA
2023-09-08
68,520
123,266
0.847755
0.009994
0.989655
0.000351
ZVIA
2023-09-15
178,606
244,888
0.671843
0.012532
0.987468
0
ZVIA
2023-09-22
120,253
196,706
0.700589
0.023873
0.974528
0.001599
ZVIA
2023-09-29
79,411
118,449
0.683101
0.016333
0.982939
0.000729
ZVIA
2023-10-06
94,864
158,610
0.730743
0.003893
0.996107
0
ZVIA
2023-10-13
75,675
122,957
0.708297
0.022991
0.977009
0
ZVIA
2023-10-20
146,342
242,697
0.72971
0.014874
0.981301
0.003824
ZVIA
2023-10-27
72,893
115,677
0.70546
0.041477
0.948024
0.010499
ZVIA
2023-11-03
67,351
115,155
0.781309
0.010378
0.986562
0.003059
ZVIA
2023-11-10
100,178
153,865
0.742606
0.012207
0.986066
0.001726
ZVIA
2023-11-17
128,592
172,079
0.764016
0.017066
0.982378
0.000556
ZVIA
2023-11-24
52,454
101,043
0.623421
0.026447
0.972567
0.000986
ZVIA
2023-12-01
70,403
130,082
0.627091
0.047188
0.952256
0.000556
ZVIA
2023-12-08
80,474
170,569
0.577423
0.084808
0.915192
0
ZVIA
2023-12-15
111,551
232,063
0.58021
0.004368
0.995632
0
ZVIA
2023-12-22
100,899
170,133
0.573831
0.012538
0.987092
0.00037
ZVIA
2023-12-29
56,171
103,145
0.503703
0.011021
0.988979
0
ZVIA
2024-01-05
67,210
130,405
0.654722
0.016929
0.980952
0.00212
ZVIA
2024-01-12
103,643
174,038
0.631239
0.021984
0.978016
0
ZVIA
2024-01-19
99,671
199,803
0.469135
0.013376
0.985755
0.000868
ZVIA
2024-01-26
109,854
207,675
0.587056
0.02246
0.976735
0.000805
ZVIA
2024-02-02
71,513
113,796
0.687585
0.014689
0.983957
0.001354
ZVIA
2024-02-09
72,590
110,242
0.830917
0.010941
0.987382
0.001677
ZVIA
2024-02-16
117,329
194,056
0.695635
0.044293
0.955707
0
ZVIA
2024-02-23
96,072
126,495
0.774295
0.042555
0.957445
0
ZVIA
2024-03-01
97,089
191,493
0.653271
0.020281
0.977987
0.001732
ZVIA
2024-03-08
54,977
99,832
0.693727
0.018017
0.977983
0.004
ZVIA
2024-03-15
103,766
200,189
0.689221
0.032373
0.966392
0.001235
ZVIA
2024-03-22
105,302
211,731
0.525321
0.021846
0.977689
0.000465
ZVIA
2024-03-29
176,693
326,760
0.720723
0.018442
0.978145
0.003412
ZVIA
2024-04-05
75,936
146,885
0.654929
0.023791
0.976209
0
ZVIA
2024-04-12
99,202
176,708
0.6475
0.012369
0.986876
0.000754
ZVIA
2024-04-19
129,381
185,146
0.694777
0.002524
0.997476
0
ZVIA
2024-04-26
138,402
225,496
0.632642
0.034532
0.963626
0.001842
ZVIA
2024-05-03
71,676
192,973
0.326949
0.004143
0.995857
0
ZVIA
2024-05-10
122,578
214,608
0.559667
0.014986
0.980881
0.004133
ZVIA
2024-05-17
76,805
191,978
0.485307
0.009886
0.977234
0.01288
ZVIA
2024-05-24
108,070
264,179
0.474783
0.002269
0.951216
0.046515
ZVIA
2024-05-31
117,129
156,635
0.749177
0.005718
0.943021
0.051261
ZVIA
2024-06-07
235,390
361,334
0.770503
0.003708
0.92832
0.067972
ZVIA
2024-06-14
228,529
343,525
0.715232
0.007022
0.908522
0.084455
ZVIA
2024-06-21
234,441
386,255
0.552456
0.001215
0.921488
0.077298
ZVIA
2024-06-28
197,275
2,662,849
0.544588
0.007371
0.870731
0.121899
ZVIA
2024-07-05
79,138
217,515
0.410887
0.005019
0.947502
0.047479
ZVIA
2024-07-12
202,302
305,463
0.41963
0.032214
0.947234
0.020552
ZVIA
2024-07-19
130,317
257,888
0.307746
0.002384
0.850731
0.146885
ZVIA
2024-07-26
61,396
116,202
0.246296
0.000764
0.942889
0.056346
ZVIA
2024-08-02
66,631
106,825
0.499442
0.008413
0.942229
0.049358
ZVIA
2024-08-09
39,629
73,065
0.523649
0.003242
0.912916
0.083842
ZVIA
2024-08-16
124,169
256,414
0.5454
0.021567
0.937344
0.041089
ZVIA
2024-08-23
61,073
148,778
0.50292
0
0.975703
0.024297
ZVIA
2024-08-30
77,498
134,633
0.371619
0.001047
0.994876
0.004077
ZVIA
2024-09-06
37,864
68,286
0.656936
0.005077
0.928549
0.066374
ZVIA
2024-09-13
56,177
156,844
0.572806
0.002982
0.948592
0.048426
ZVIA
2024-09-20
63,691
142,468
0.561367
0.003206
0.96684
0.029954
ZVIA
2024-09-27
41,922
104,635
0.532488
0.007196
0.969859
0.022945
ZVIA
2024-10-04
70,992
122,035
0.606195
0.008415
0.95282
0.038765
ZVIA
2024-10-11
40,362
62,966
0.376836
0
0.998283
0.001717
ZVIA
2024-10-18
44,328
93,977
0.405754
0.001862
0.998138
0
ZVIA
2024-10-25
44,445
108,230
0.397195
0.006979
0.993021
0
ZVIA
2024-11-01
30,023
81,535
0.351882
0.018136
0.981864
0
ZVIA
2024-11-08
249,687
581,089
0.413934
0.017098
0.982902
0
ZVIA
2024-11-15
309,749
767,517
0.238024
0.006171
0.989235
0.004594
ZVIA
2024-11-22
135,480
572,821
0.227879
0.001762
0.998238
0
ZVIA
2024-11-29
316,028
598,130
0.480361
0.006914
0.992778
0.000309
ZVIA
2024-12-06
366,763
793,394
0.350305
0.00194
0.99735
0.00071
ZVIA
2024-12-13
321,957
945,256
0.209898
0.002758
0.997242
0
ZVIA
2024-12-20
330,493
683,425
0.534833
0.006469
0.99083
0.002701
ZVIA
2024-12-27
296,547
967,797
0.259407
0.007592
0.992408
0
ZVIA
2025-01-03
435,556
861,149
0.40208
0.000922
0.999078
0
ZVIA
2025-01-10
383,921
922,203
0.44024
0.00977
0.945451
0.044779