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
ZURA
2024-11-08
45,089
107,303
0.344296
0.018872
0.981104
0.000024
ZURA
2024-11-15
46,963
76,897
0.74701
0.01967
0.976433
0.003897
ZURA
2024-11-22
51,750
75,934
0.777122
0.035173
0.964827
0
ZURA
2024-11-29
39,635
57,632
0.638135
0.012736
0.987264
0
ZURA
2024-12-06
65,706
180,659
0.476392
0.007861
0.992139
0
ZURA
2024-12-13
66,067
146,741
0.557861
0.041017
0.958239
0.000744
ZURA
2024-12-20
78,457
157,429
0.498226
0.060713
0.939287
0
ZURA
2024-12-27
170,272
539,529
0.379659
0.30451
0.69549
0
ZURA
2025-01-03
61,590
111,376
0.713325
0.032997
0.965888
0.001115
ZURA
2025-01-10
34,461
46,644
0.70148
0.035116
0.964884
0
ZURA
2025-01-17
56,142
125,319
0.56175
0.086276
0.893155
0.020568
ZURA
2025-01-24
48,818
89,459
0.533565
0.090649
0.909351
0
ZURA
2025-01-31
82,987
109,329
0.731859
0.126507
0.873493
0
ZURA
2025-02-07
85,043
105,597
0.823994
0.22623
0.737153
0.036616
ZURA
2025-02-14
58,235
89,002
0.762825
0.161046
0.810961
0.027993
ZURA
2025-02-21
25,157
32,783
0.774007
0.289238
0.710762
0
ZURA
2025-02-28
55,041
83,684
0.751108
0.077551
0.920142
0.002307
ZURA
2025-03-07
29,493
46,278
0.65112
0.185815
0.807962
0.006223
ZURA
2025-03-14
60,309
95,301
0.739496
0.085761
0.902137
0.012102
ZURA
2025-03-21
62,609
97,236
0.675416
0.100582
0.899418
0
ZURA
2025-03-28
73,583
120,737
0.637401
0.058061
0.941824
0.000115
ZURA
2025-04-04
35,402
52,689
0.688323
0.032899
0.962052
0.005049
ZVIA
2021-07-23
1,344,038
4,989,348
0.279099
0.535127
0.431986
0.032887
ZVIA
2021-07-30
342,795
1,236,080
0.276435
0.531939
0.440156
0.027906
ZVIA
2021-08-06
306,776
1,025,705
0.39628
0.499814
0.474432
0.025754
ZVIA
2021-08-13
449,691
1,211,329
0.42721
0.503783
0.466962
0.029255
ZVIA
2021-08-20
747,017
2,557,736
0.30351
0.665779
0.310668
0.023553
ZVIA
2021-08-27
610,041
1,195,638
0.534704
0.57083
0.411879
0.017291
ZVIA
2021-09-03
631,139
1,336,822
0.433355
0.558484
0.419901
0.021615
ZVIA
2021-09-10
409,698
1,062,246
0.382113
0.605975
0.33685
0.057175
ZVIA
2021-09-17
1,247,876
2,767,175
0.459741
0.479795
0.471437
0.048769
ZVIA
2021-09-24
902,967
1,525,629
0.618048
0.598713
0.380817
0.02047
ZVIA
2021-10-01
711,035
1,370,164
0.532374
0.546206
0.425991
0.027803
ZVIA
2021-10-08
507,132
896,217
0.635052
0.517259
0.438953
0.043788
ZVIA
2021-10-15
459,569
784,624
0.652652
0.546316
0.412061
0.041623
ZVIA
2021-10-22
466,979
775,723
0.709358
0.510069
0.439653
0.050278
ZVIA
2021-10-29
577,535
1,104,525
0.655984
0.560973
0.333799
0.105228
ZVIA
2021-11-05
392,992
1,068,772
0.581656
0.551712
0.403106
0.045182
ZVIA
2021-11-12
1,321,311
2,267,057
0.680036
0.617182
0.354396
0.028421
ZVIA
2021-11-19
991,125
1,745,979
0.600935
0.554239
0.418881
0.02688
ZVIA
2021-11-26
614,904
764,904
0.79692
0.464404
0.520762
0.014834
ZVIA
2021-12-03
1,162,961
1,656,215
0.771631
0.591812
0.396926
0.011262
ZVIA
2021-12-10
647,759
914,222
0.71415
0.391758
0.588311
0.019931
ZVIA
2021-12-17
436,007
632,470
0.730808
0.309432
0.647443
0.043126
ZVIA
2021-12-24
273,552
443,000
0.608399
0.499673
0.428576
0.071752
ZVIA
2021-12-31
431,108
660,906
0.678535
0.512456
0.468868
0.018676
ZVIA
2022-01-07
349,500
448,173
0.789919
0.479406
0.492771
0.027823
ZVIA
2022-01-14
522,802
660,418
0.833031
0.529515
0.446085
0.024401
ZVIA
2022-01-21
449,435
587,500
0.820557
0.50822
0.469719
0.022061
ZVIA
2022-01-28
489,697
644,521
0.799815
0.477215
0.49617
0.026615
ZVIA
2022-02-04
514,600
656,291
0.808186
0.426281
0.507573
0.066146
ZVIA
2022-02-11
460,948
630,052
0.809825
0.504687
0.46903
0.026283
ZVIA
2022-02-18
332,767
456,561
0.746921
0.389592
0.584663
0.025745
ZVIA
2022-02-25
586,160
929,359
0.632248
0.477979
0.494915
0.027106
ZVIA
2022-03-04
1,593,986
3,081,982
0.472891
0.577706
0.406251
0.016043
ZVIA
2022-03-11
570,352
875,842
0.640345
0.538156
0.448998
0.012846
ZVIA
2022-03-18
978,046
2,328,856
0.592711
0.526544
0.454936
0.01852
ZVIA
2022-03-25
1,531,314
3,333,128
0.580093
0.471081
0.512115
0.016804
ZVIA
2022-04-01
447,386
769,844
0.671471
0.483677
0.497442
0.018881
ZVIA
2022-04-08
355,154
645,088
0.598228
0.537949
0.436056
0.025996
ZVIA
2022-04-15
345,668
689,166
0.620451
0.483502
0.501841
0.014657
ZVIA
2022-04-22
376,787
646,998
0.679151
0.568088
0.422696
0.009216
ZVIA
2022-04-29
465,422
849,860
0.606654
0.540027
0.442887
0.017085
ZVIA
2022-05-06
450,047
674,807
0.725948
0.564808
0.42426
0.010932
ZVIA
2022-05-13
1,084,837
2,189,000
0.685967
0.606786
0.383396
0.009818
ZVIA
2022-05-20
717,164
1,496,397
0.604296
0.525369
0.464775
0.009856
ZVIA
2022-05-27
338,357
703,211
0.535914
0.53507
0.426824
0.038106
ZVIA
2022-06-03
405,773
671,774
0.630842
0.430243
0.556282
0.013475
ZVIA
2022-06-10
384,300
646,821
0.596638
0.487416
0.491003
0.021581
ZVIA
2022-06-17
463,509
761,268
0.719433
0.477231
0.508424
0.014345
ZVIA
2022-06-24
456,082
1,474,494
0.720962
0.397905
0.584945
0.01715
ZVIA
2022-07-01
256,333
490,082
0.659
0.570371
0.41037
0.019259
ZVIA
2022-07-08
1,188,429
1,748,753
0.634615
0.717495
0.270755
0.01175
ZVIA
2022-07-15
385,549
668,424
0.608978
0.662362
0.311789
0.025849
ZVIA
2022-07-22
440,163
591,870
0.837827
0.590107
0.348952
0.060941
ZVIA
2022-07-29
225,141
395,491
0.61838
0.620259
0.338027
0.041714
ZVIA
2022-08-05
304,090
483,895
0.645824
0.784371
0.195415
0.020213
ZVIA
2022-08-12
453,064
814,176
0.622837
0.677321
0.297992
0.024688
ZVIA
2022-08-19
700,829
1,083,126
0.705047
0.633418
0.343648
0.022934
ZVIA
2022-08-26
493,001
833,958
0.649175
0.702809
0.27486
0.022331
ZVIA
2022-09-02
175,504
478,963
0.410719
0.621453
0.346627
0.03192
ZVIA
2022-09-09
313,451
694,636
0.505338
0.616184
0.363688
0.020128
ZVIA
2022-09-16
649,059
1,349,868
0.528468
0.45523
0.486834
0.057936
ZVIA
2022-09-23
281,929
545,089
0.55887
0.574096
0.39395
0.031954
ZVIA
2022-09-30
379,605
562,474
0.62236
0.486908
0.432398
0.080694
ZVIA
2022-10-07
326,745
539,112
0.555959
0.528204
0.356749
0.115047
ZVIA
2022-10-14
226,009
438,951
0.593799
0.567209
0.329557
0.103235
ZVIA
2022-10-21
229,170
418,672
0.634362
0.583618
0.38232
0.034062
ZVIA
2022-10-28
1,046,184
1,497,792
0.732788
0.647447
0.335681
0.016872
ZVIA
2022-11-04
156,417
282,986
0.589707
0.544031
0.420489
0.03548
ZVIA
2022-11-11
391,160
696,858
0.560082
0.58853
0.37708
0.03439
ZVIA
2022-11-18
363,751
608,018
0.69248
0.564738
0.383783
0.051479
ZVIA
2022-11-25
246,301
370,594
0.687312
0.634283
0.319391
0.046326
ZVIA
2022-12-02
438,375
862,421
0.579375
0.660954
0.313969
0.025077
ZVIA
2022-12-09
288,851
645,972
0.497831
0.664713
0.307223
0.028064
ZVIA
2022-12-16
253,105
496,570
0.60954
0.521536
0.438307
0.040157
ZVIA
2022-12-23
217,512
476,098
0.524395
0.645344
0.318923
0.035733
ZVIA
2022-12-30
285,517
502,503
0.587089
0.584447
0.384062
0.031491
ZVIA
2023-01-06
274,533
459,060
0.54181
0.750363
0.219196
0.030441
ZVIA
2023-01-13
214,413
308,416
0.631701
0.627123
0.33629
0.036587