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
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
ZZZ
2024-02-16
3
13
0.333333
null
null
null
ZZZ
2024-02-23
10
35
0.25641
null
null
null
ZZZ
2024-03-01
0
3,918
0
null
null
null
ZZZ
2024-03-08
1
443
0.02
null
null
null
ZZZ
2024-03-15
4
2,555
0.009877
null
null
null
ZZZ
2024-03-22
7
13
0.416667
null
null
null
ZZZ
2024-03-29
1
604
0.333333
null
null
null
ZZZ
2024-04-05
1,144
14,931
0.533664
0
1
0
ZZZ
2024-04-12
1,098
1,104
0.75
null
null
null
ZZZ
2024-04-19
0
600
0
null
null
null
ZZZ
2024-05-03
0
57
0
null
null
null
ZZZ
2024-05-10
2
503
0.333999
null
null
null
ZZZ
2024-05-17
1
1
1
0
1
0
ZZZ
2024-05-24
1
501
0.5
null
null
null
ZZZ
2024-05-31
400
622
0.473934
null
null
null
ZZZ
2024-06-07
0
1,703
0
null
null
null
ZZZ
2024-06-14
861
1,161
0.940179
0
1
0
ZZZ
2024-06-21
21
21
1
0
1
0
ZZZ
2024-06-28
534
535
0.998521
0
1
0
ZZZ
2024-07-05
3
6
0.7
0
1
0
ZZZ
2024-07-12
42
42
1
0
1
0
ZZZ
2024-07-19
2,078
2,107
0.992141
0
1
0
ZZZ
2024-07-26
26
26
1
0
1
0
ZZZ
2024-08-02
39
39
1
0
1
0
ZZZ
2024-08-09
66
66
1
0
1
0
ZZZ
2024-08-16
108
116
0.8
null
null
null
ZZZ
2024-08-23
12
52
0.534884
0
1
0
ZZZ
2024-08-30
218
218
1
0
1
0
ZZZ
2024-09-06
32
32
1
0
1
0
ZZZ
2024-09-13
5
13
0.666667
null
null
null
ZZZ
2024-09-20
6
6
1
0
1
0
ZZZ
2024-09-27
233
237
0.980769
0
1
0
ZZZ
2024-10-04
950
961
0.75
null
null
null
ZZZ
2024-10-11
6
515
0.333333
null
null
null
ZZZ
2024-10-18
1
1
1
0
1
0
ZZZ
2024-10-25
0
15
0
null
null
null
ZZZ
2024-11-01
29
193
0.18125
null
null
null
ZZZ
2024-11-08
0
694
0
null
null
null
ZZZ
2024-11-15
142
719
0.238478
null
null
null