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
ZIP
2025-05-30
1,478,767
1,979,497
0.838446
0.025207
0.974397
0.000396
ZIP
2025-06-06
1,668,700
2,323,752
0.728851
0.024113
0.975887
0
ZIP
2025-06-13
874,911
1,231,711
0.715749
0.012148
0.987852
0
ZIP
2025-06-20
924,667
2,041,155
0.597913
0.0175
0.9825
0
ZIP
2025-06-27
1,426,027
2,770,214
0.66602
0.032284
0.967716
0
ZIP
2025-07-04
804,780
1,232,768
0.622204
0.016215
0.983785
0
ZIP
2025-07-11
690,383
1,312,327
0.540031
0.031453
0.968547
0
ZIP
2025-07-18
1,063,122
1,669,443
0.592766
0.030485
0.969515
0
ZIP
2025-07-25
944,950
1,699,032
0.552737
0.021095
0.978905
0
ZIP
2025-08-01
1,263,220
1,855,529
0.61922
0.025172
0.974828
0
ZIP
2025-08-08
1,040,377
1,963,849
0.442311
0.032992
0.967008
0
ZIP
2025-08-15
1,560,931
3,302,207
0.447414
0.020716
0.979284
0
ZIP
2025-08-22
999,234
2,362,649
0.536581
0.035392
0.964608
0
ZIP
2025-08-29
1,200,132
3,252,947
0.451424
0.033836
0.966164
0
ZIP
2025-09-05
622,019
1,206,021
0.4341
0.019013
0.980987
0
ZIP
2025-09-12
1,003,291
1,748,186
0.582999
0.023987
0.976013
0
ZIP
2025-09-19
1,295,790
2,681,822
0.500696
0.00868
0.99132
0
ZIP
2025-09-26
798,652
1,723,449
0.418168
0.024152
0.975848
0
ZIP
2025-10-03
841,831
1,820,276
0.496494
0.017922
0.982078
0
ZIP
2025-10-10
851,656
1,764,620
0.461056
0.021575
0.978425
0
ZIP
2025-10-17
985,490
2,412,857
0.348194
0.017012
0.982988
0
ZIP
2025-10-24
572,697
1,427,146
0.478857
0.017864
0.982136
0
ZIP
2025-10-31
787,053
1,770,392
0.485606
0.024563
0.975437
0
ZIP
2025-11-07
925,080
1,973,880
0.453473
0.027927
0.972073
0
ZIP
2025-11-14
746,614
1,614,306
0.450536
0.041234
0.958766
0
ZIP
2025-11-21
713,418
1,706,629
0.35841
0.023461
0.976539
0
ZIP
2025-11-28
378,154
1,033,990
0.469729
0.043016
0.956984
0
ZIP
2025-12-05
859,975
2,062,393
0.372471
0.019742
0.980258
0
ZIP
2025-12-12
647,334
1,639,288
0.43683
0.031478
0.968522
0
ZIP
2025-12-19
1,126,917
2,847,636
0.476674
0.018138
0.981862
0
ZIP
2025-12-26
606,259
1,557,864
0.517102
0.039401
0.960599
0
ZIP
2026-01-02
578,071
1,652,100
0.368317
0.031561
0.968439
0
ZIP
2026-01-09
895,186
2,082,527
0.431124
0.01846
0.98154
0
ZIP
2026-01-16
1,098,498
2,655,831
0.36652
0.036389
0.963611
0
ZIP
2026-01-23
715,819
1,770,684
0.467138
0.026757
0.973243
0
ZIP
2026-01-30
838,795
1,811,718
0.468755
0.03003
0.96997
0
ZIP
2026-02-06
1,380,711
2,646,987
0.522086
0.032655
0.967345
0
ZIP
2026-02-13
1,196,543
2,019,096
0.613391
0.039349
0.960651
0
ZIP
2026-02-20
971,301
1,832,941
0.598215
0.036102
0.963898
0
ZIP
2026-02-27
1,822,855
3,231,237
0.643557
0.044055
0.955945
0
ZIP
2026-03-06
1,973,032
3,711,508
0.514862
0.032429
0.967571
0
ZIP
2026-03-13
2,516,764
3,675,760
0.664621
0.027741
0.972259
0
ZIP
2026-03-20
1,993,304
3,478,623
0.564592
0.017642
0.982358
0
ZIP
2026-03-27
1,486,647
2,407,546
0.671795
0.037709
0.962291
0
ZIP
2026-04-03
1,146,824
1,813,293
0.672804
0.028488
0.971512
0
ZJK
2024-10-04
14,434
250,803
0.220312
0.010112
0.976259
0.013629
ZJK
2024-10-11
26,329
117,114
0.4161
0.022736
0.976493
0.000771
ZJK
2024-10-18
33,541
81,330
0.529275
0.001344
0.998656
0
ZJK
2024-10-25
5,134
18,029
0.363695
0.021893
0.978107
0
ZJK
2024-11-01
6,119
13,416
0.529078
0.010387
0.989613
0
ZJK
2024-11-08
16,939
32,541
0.362852
0.000031
0.991169
0.0088
ZJK
2024-11-15
2,475
5,627
0.488613
0
1
0
ZJK
2024-11-22
907
9,993
0.327061
0.213083
0.786917
0
ZJK
2024-11-29
1,965
7,906
0.245286
0.003546
0.996454
0
ZJK
2024-12-06
2,413,396
4,952,393
0.416764
null
null
null
ZJK
2024-12-13
47,758
173,570
0.501698
0.029551
0.970449
0
ZJK
2024-12-20
33,529
84,918
0.485112
0.010155
0.985109
0.004736
ZJK
2024-12-27
34,945
63,306
0.591653
0.004617
0.990971
0.004413
ZJK
2025-01-03
29,666
62,887
0.471986
0.047806
0.943
0.009195
ZJK
2025-01-10
149,470
346,261
0.466436
0.046221
0.952444
0.001335
ZJK
2025-01-17
24,376
80,797
0.583724
0.032384
0.959604
0.008013
ZJK
2025-01-24
19,781
34,910
0.736366
0.124103
0.875897
0
ZJK
2025-01-31
24,214
43,113
0.674978
0.046915
0.933686
0.019399
ZJK
2025-02-07
3,605
6,971
0.655554
0.018258
0.953348
0.028394
ZJK
2025-02-14
8,009
20,797
0.574298
0.007441
0.992559
0
ZJK
2025-02-21
29,942
68,335
0.599342
0.081309
0.918691
0
ZJK
2025-02-28
12,509
24,302
0.61805
0.003787
0.996213
0
ZJK
2025-03-07
20,069
32,710
0.752164
0.011742
0.988258
0
ZJK
2025-03-14
20,433
33,628
0.704609
0.108492
0.891508
0
ZJK
2025-03-21
27,758
43,950
0.491574
0.022407
0.977593
0
ZJK
2025-03-28
36,172
55,096
0.456871
0.002337
0.997663
0
ZJK
2025-04-04
2,821
15,010
0.496288
0.060974
0.937911
0.001115
ZJK
2025-04-11
5,718
23,988
0.193405
0.023581
0.976419
0
ZJK
2025-04-18
3,514
8,538
0.374394
0.122343
0.877123
0.000534
ZJK
2025-04-25
1,917
6,837
0.488772
0.08628
0.91372
0
ZJK
2025-05-02
9,863
26,108
0.475711
0.027451
0.972549
0
ZJK
2025-05-09
6,678
16,911
0.531175
0.125747
0.874253
0
ZJK
2025-05-16
8,098
12,960
0.651193
0.003516
0.996484
0
ZJK
2025-05-23
3,451
8,317
0.495324
0.150673
0.849327
0
ZJK
2025-05-30
2,585
3,719
0.683186
0
1
0
ZJK
2025-06-06
149,037
397,552
0.543939
0.011164
0.988836
0
ZJK
2025-06-13
31,247
77,854
0.407847
0.045688
0.954312
0
ZJK
2025-06-20
9,979
40,248
0.444615
0.172031
0.827969
0
ZJK
2025-06-27
14,641
33,130
0.577552
0.072109
0.927891
0
ZJK
2025-07-04
8,233
19,340
0.48785
0
1
0
ZJK
2025-07-11
9,167
21,852
0.482125
0
1
0
ZJK
2025-07-18
23,647
37,069
0.598315
0.003705
0.996295
0
ZJK
2025-07-25
15,638
18,956
0.830241
0.000032
0.999968
0
ZJK
2025-08-01
5,505
9,513
0.696003
0
1
0
ZJK
2025-08-08
5,973
16,471
0.59778
0.272104
0.727896
0
ZJK
2025-08-15
5,232
12,197
0.761601
0.009332
0.990668
0
ZJK
2025-08-22
2,378
9,363
0.467283
0.009513
0.990487
0
ZJK
2025-08-29
13,596
27,748
0.431232
0.041362
0.958638
0
ZJK
2025-09-05
733
2,657
0.374236
0.012821
0.987179
0
ZJK
2025-09-12
2,061
8,253
0.155577
null
null
null
ZJK
2025-09-19
1,043
3,362
0.178479
0
1
0
ZJK
2025-09-26
1,638
5,848
0.27164
0
1
0
ZJK
2025-10-03
4,249
9,935
0.326365
0
1
0
ZJK
2025-10-10
5,326
15,803
0.372959
0
1
0
ZJK
2025-10-17
5,354
8,712
0.493866
0.007681
0.992319
0