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
2023-11-10
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
ZVIA
2025-01-17
926,323
1,830,041
0.652412
0.012915
0.986237
0.000848
ZVIA
2025-01-24
231,092
573,873
0.431541
0.014956
0.98187
0.003174
ZVIA
2025-01-31
324,343
675,711
0.520615
0.004486
0.995093
0.000422
ZVIA
2025-02-07
329,538
796,183
0.415491
0.007246
0.991362
0.001392
ZVIA
2025-02-14
247,443
536,699
0.479729
0.008808
0.991192
0
ZVIA
2025-02-21
309,970
552,570
0.631044
0.011118
0.988882
0
ZVIA
2025-02-28
509,672
1,479,913
0.441346
0.010937
0.988865
0.000197
ZVIA
2025-03-07
379,045
770,335
0.51595
0.011704
0.988296
0
ZVIA
2025-03-14
307,953
696,520
0.326734
0.007829
0.991909
0.000262
ZVIA
2025-03-21
434,054
934,250
0.545939
0.023799
0.975391
0.00081
ZVIA
2025-03-28
279,041
476,529
0.73369
0.022118
0.97465
0.003233
ZVIA
2025-04-04
135,957
290,745
0.512176
0.01082
0.98918
0
ZVRA
2023-03-03
44,331
149,612
0.275914
0.466395
0.507614
0.025991
ZVRA
2023-03-10
777,054
1,778,282
0.501429
0.792548
0.184125
0.023327
ZVRA
2023-03-17
471,824
714,965
0.755605
0.739558
0.201945
0.058497
ZVRA
2023-03-24
544,321
883,747
0.744448
0.710643
0.24212
0.047236
ZVRA
2023-03-31
419,383
719,583
0.728554
0.697424
0.258798
0.043778
ZVRA
2023-04-07
309,633
518,821
0.69035
0.664656
0.297627
0.037716
ZVRA
2023-04-14
344,460
645,655
0.634254
0.726589
0.230385
0.043026
ZVRA
2023-04-21
252,518
495,979
0.601186
0.777403
0.166995
0.055603
ZVRA
2023-04-28
507,643
1,175,068
0.534873
0.604429
0.367386
0.028186
ZVRA
2023-05-05
205,000
758,956
0.310544
0.749168
0.222723
0.028109
ZVRA
2023-05-12
234,128
764,028
0.371459
0.73616
0.206404
0.057436
ZVRA
2023-05-19
438,175
974,546
0.431758
0.836982
0.133308
0.02971
ZVRA
2023-05-26
291,597
973,762
0.350735
0.660846
0.297351
0.041802
ZVRA
2023-06-02
121,755
372,275
0.417337
0.813074
0.159279
0.027647
ZVRA
2023-06-09
127,773
420,782
0.404892
0.772342
0.216855
0.010803
ZVRA
2023-06-16
198,697
455,791
0.351765
0.702725
0.295158
0.002117
ZVRA
2023-06-23
331,856
710,364
0.481212
0.717094
0.27682
0.006086
ZVRA
2023-06-30
262,843
420,907
0.608641
0.486758
0.512182
0.00106
ZVRA
2023-07-07
34,692
41,781
0.775921
0.039068
0.958991
0.001941
ZVRA
2023-07-14
43,104
56,032
0.776118
0.106103
0.891878
0.002019
ZVRA
2023-07-21
36,943
52,763
0.703763
0.041569
0.958113
0.000319
ZVRA
2023-07-28
26,961
33,505
0.782404
0.036695
0.935511
0.027793
ZVRA
2023-08-04
12,296
17,888
0.62361
0.040542
0.943364
0.016094
ZVRA
2023-08-11
46,745
55,230
0.768442
0.033015
0.957615
0.00937
ZVRA
2023-08-18
35,707
39,267
0.891116
0.027196
0.953405
0.019399
ZVRA
2023-08-25
9,931
16,538
0.763608
0.072917
0.861214
0.065869