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
ZYXI
2023-06-30
133,421
249,216
0.60265
0.457714
0.530466
0.01182
ZYXI
2023-07-07
52,638
85,291
0.588047
0.011354
0.971934
0.016712
ZYXI
2023-07-14
46,657
69,626
0.659795
0.027685
0.954449
0.017866
ZYXI
2023-07-21
33,851
57,884
0.472091
0.023097
0.955534
0.021368
ZYXI
2023-07-28
58,900
100,069
0.676538
0.064639
0.868296
0.067065
ZYXI
2023-08-04
101,603
187,095
0.512119
0.0091
0.963651
0.027248
ZYXI
2023-08-11
106,268
144,318
0.612283
0.027677
0.963783
0.00854
ZYXI
2023-08-18
107,139
139,902
0.749739
0.024387
0.953321
0.022292
ZYXI
2023-08-25
113,004
147,947
0.70486
0.019387
0.904686
0.075927
ZYXI
2023-09-01
135,356
191,306
0.689286
0.026461
0.945424
0.028115
ZYXI
2023-09-08
351,862
429,205
0.804835
0.131883
0.853747
0.014369
ZYXI
2023-09-15
379,340
514,906
0.76927
0.04281
0.931736
0.025453
ZYXI
2023-09-22
106,901
278,364
0.424349
0.022259
0.949471
0.028269
ZYXI
2023-09-29
81,320
207,920
0.512874
0.030218
0.938946
0.030836
ZYXI
2023-10-06
76,729
197,619
0.497524
0.015301
0.975732
0.008968
ZYXI
2023-10-13
84,486
167,720
0.445024
0.017634
0.978859
0.003508
ZYXI
2023-10-20
105,292
173,473
0.48702
0.007875
0.985602
0.006523
ZYXI
2023-10-27
195,128
289,709
0.62232
0.053813
0.928348
0.017838
ZYXI
2023-11-03
167,310
249,447
0.734607
0.02311
0.954909
0.021981
ZYXI
2023-11-10
91,791
163,364
0.54741
0.041589
0.946271
0.012141
ZYXI
2023-11-17
125,672
183,580
0.657688
0.016815
0.926783
0.056402
ZYXI
2023-11-24
80,654
132,367
0.636044
0.032593
0.946429
0.020978
ZYXI
2023-12-01
67,641
123,442
0.572728
0.056488
0.923485
0.020027
ZYXI
2023-12-08
105,975
190,424
0.534394
0.02219
0.958672
0.019138
ZYXI
2023-12-15
97,552
176,840
0.49969
0.023225
0.949619
0.027156
ZYXI
2023-12-22
102,074
168,349
0.522983
0.03352
0.942182
0.024298
ZYXI
2023-12-29
44,805
95,988
0.401983
0.014054
0.965595
0.020351
ZYXI
2024-01-05
83,708
118,852
0.672226
0.020754
0.953283
0.025963
ZYXI
2024-01-12
123,954
169,511
0.631232
0.032485
0.954477
0.013038
ZYXI
2024-01-19
83,352
129,221
0.52776
0.025821
0.949572
0.024607
ZYXI
2024-01-26
68,547
125,060
0.53912
0.013116
0.955344
0.03154
ZYXI
2024-02-02
87,124
160,701
0.526738
0.016406
0.898841
0.084752
ZYXI
2024-02-09
93,293
155,149
0.537899
0.037366
0.936273
0.026361
ZYXI
2024-02-16
91,869
151,919
0.536475
0.027716
0.870772
0.101511
ZYXI
2024-02-23
42,182
75,349
0.581581
0.02694
0.930342
0.042718
ZYXI
2024-03-01
123,327
220,918
0.669076
0.049713
0.876852
0.073434
ZYXI
2024-03-08
69,338
135,155
0.508028
0.009234
0.970434
0.020332
ZYXI
2024-03-15
41,634
71,653
0.633304
0.04733
0.884953
0.067717
ZYXI
2024-03-22
36,003
59,724
0.557022
0.011647
0.945311
0.043042
ZYXI
2024-03-29
22,454
39,497
0.501874
0.01282
0.946824
0.040356
ZYXI
2024-04-05
34,967
62,931
0.582326
0.032907
0.934517
0.032576
ZYXI
2024-04-12
27,128
54,543
0.527293
0.05091
0.897148
0.051941
ZYXI
2024-04-19
45,779
67,909
0.577134
0.025133
0.951345
0.023522
ZYXI
2024-04-26
46,530
73,057
0.652413
0.034211
0.882029
0.08376
ZYXI
2024-05-03
55,944
87,992
0.545331
0.031682
0.813354
0.154965
ZYXI
2024-05-10
43,308
57,980
0.668782
0.033716
0.759938
0.206347
ZYXI
2024-05-17
21,103
35,973
0.529165
0.00529
0.868321
0.126389
ZYXI
2024-05-24
18,344
28,150
0.635668
0.020854
0.740332
0.238814
ZYXI
2024-05-31
26,828
41,025
0.596517
0.10396
0.812266
0.083774
ZYXI
2024-06-07
70,465
96,210
0.706584
0.023722
0.894982
0.081296
ZYXI
2024-06-14
33,657
54,234
0.552915
0.015249
0.856232
0.12852
ZYXI
2024-06-21
16,195
25,326
0.596276
0.023701
0.572907
0.403392
ZYXI
2024-06-28
21,497
35,098
0.562927
0.039007
0.635597
0.325396
ZYXI
2024-07-05
14,979
27,345
0.549111
0.041646
0.719732
0.238623
ZYXI
2024-07-12
15,080
27,780
0.402572
0.012854
0.700744
0.286402
ZYXI
2024-07-19
40,849
58,283
0.630536
0.015318
0.731375
0.253307
ZYXI
2024-07-26
64,699
108,729
0.565269
0.020592
0.662449
0.31696
ZYXI
2024-08-02
49,446
92,404
0.53592
0.039761
0.766597
0.193642
ZYXI
2024-08-09
20,573
35,872
0.586335
0.030426
0.802295
0.167279
ZYXI
2024-08-16
21,270
30,082
0.597857
0.017215
0.904824
0.077961
ZYXI
2024-08-23
12,851
22,396
0.579513
0.101992
0.636977
0.261031
ZYXI
2024-08-30
13,234
26,595
0.429046
0.018327
0.845125
0.136548
ZYXI
2024-09-06
10,870
19,613
0.579042
0.108008
0.797442
0.094549
ZYXI
2024-09-13
9,501
16,109
0.645883
0.060738
0.871633
0.067628
ZYXI
2024-09-20
17,883
35,433
0.582641
0.04904
0.74692
0.20404
ZYXI
2024-09-27
18,384
35,251
0.479402
0.015548
0.743687
0.240765
ZYXI
2024-10-04
19,384
36,422
0.536249
0.021398
0.896524
0.082078
ZYXI
2024-10-11
13,846
29,663
0.57177
0.013258
0.816979
0.169763
ZYXI
2024-10-18
7,490
12,463
0.580285
0.011228
0.951716
0.037055
ZYXI
2024-10-25
26,529
37,799
0.708183
0.047502
0.949153
0.003345
ZYXI
2024-11-01
18,657
25,122
0.64406
0.021502
0.97747
0.001028
ZYXI
2024-11-08
30,691
44,098
0.559106
0.030049
0.969951
0
ZYXI
2024-11-15
9,990
16,846
0.431635
0.028514
0.971486
0
ZYXI
2024-11-22
9,851
15,915
0.669114
0.033845
0.966155
0
ZYXI
2024-11-29
3,301
4,881
0.534143
0.015729
0.984271
0
ZYXI
2024-12-06
4,975
13,150
0.326768
0.037786
0.913099
0.049116
ZYXI
2024-12-13
3,683
7,538
0.466599
0.071414
0.920631
0.007955
ZYXI
2024-12-20
15,980
23,197
0.665213
0.055593
0.943309
0.001097
ZYXI
2024-12-27
4,909
14,433
0.260091
0.087859
0.912141
0
ZYXI
2025-01-03
7,027
13,592
0.459801
0
1
0
ZYXI
2025-01-10
4,429
5,865
0.530179
0.01991
0.839179
0.140911
ZYXI
2025-01-17
6,550
14,180
0.419445
0.062144
0.872885
0.064971
ZYXI
2025-01-24
6,274
11,026
0.439444
0.015679
0.981978
0.002343
ZYXI
2025-01-31
4,202
7,287
0.709666
0.072889
0.927111
0
ZYXI
2025-02-07
16,408
23,919
0.373287
0.021132
0.978868
0
ZYXI
2025-02-14
6,539
10,467
0.502493
0.060046
0.939954
0
ZYXI
2025-02-21
7,738
10,477
0.663141
0.024943
0.975057
0
ZYXI
2025-02-28
8,467
19,583
0.468793
0.100183
0.885293
0.014524
ZYXI
2025-03-07
5,067
26,145
0.303292
0.118897
0.881103
0
ZYXI
2025-03-14
167,282
584,174
0.421242
0.08218
0.91782
0
ZYXI
2025-03-21
72,040
142,586
0.588542
0.08845
0.911318
0.000232
ZYXI
2025-03-28
40,009
111,156
0.358325
0.054236
0.945764
0
ZYXI
2025-04-04
25,435
74,651
0.508039
0.009321
0.988251
0.002427
ZZZ
2023-12-29
0
973
0
null
null
null
ZZZ
2024-01-05
0
414
0
null
null
null
ZZZ
2024-01-12
900
2,974
0.06772
null
null
null
ZZZ
2024-01-19
14
235
0.077778
null
null
null
ZZZ
2024-01-26
210
214
0.497525
null
null
null
ZZZ
2024-02-02
30
36
0.30303
null
null
null
ZZZ
2024-02-09
0
100
0
null
null
null