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
ZJK
2025-10-24
1,249
7,665
0.336069
0.025316
0.974684
0
ZJK
2025-10-31
15,308
17,814
0.574605
0
1
0
ZJK
2025-11-07
3,211
8,189
0.413289
0.032487
0.967513
0
ZJK
2025-11-14
5,761
14,913
0.474423
0.015291
0.984709
0
ZJK
2025-11-21
1,539
5,247
0.423533
0
1
0
ZJK
2025-11-28
504,478
810,413
0.684083
0.010396
0.989604
0
ZJK
2025-12-05
7,386
18,533
0.535159
0.004502
0.995498
0
ZJK
2025-12-12
5,367
21,095
0.205271
null
null
null
ZJK
2025-12-19
8,100
17,311
0.241098
0.008805
0.991195
0
ZJK
2025-12-26
519
3,160
0.206968
null
null
null
ZJK
2026-01-02
711
8,117
0.165582
0
1
0
ZJK
2026-01-09
5,750
9,632
0.55008
0
1
0
ZJK
2026-01-16
3,365
5,329
0.55492
0.00289
0.99711
0
ZJK
2026-01-23
3,203
4,020
0.485504
0
1
0
ZJK
2026-01-30
268
2,779
0.226135
0
1
0
ZJYL
2023-03-31
45,839
116,835
0.286157
0.526748
0.44946
0.023792
ZJYL
2023-04-07
57,758
179,850
0.217947
0.901638
0.089792
0.00857
ZJYL
2023-04-14
18,243
82,581
0.316424
0.748723
0.248515
0.002762
ZJYL
2023-04-21
21,228
49,980
0.395149
0.737281
0.262719
0
ZJYL
2023-04-28
6,810
20,140
0.371271
0.652497
0.335977
0.011526
ZJYL
2023-05-05
147,792
536,299
0.271498
0.804127
0.17847
0.017402
ZJYL
2023-05-12
40,986
153,950
0.307655
0.926232
0.070325
0.003443
ZJYL
2023-05-19
16,157
58,374
0.330856
0.851476
0.138618
0.009906
ZJYL
2023-05-26
53,431
92,450
0.535432
0.944308
0.054287
0.001405
ZJYL
2023-06-02
18,078
44,607
0.383117
0.979142
0.02037
0.000487
ZJYL
2023-06-09
63,596
118,359
0.372146
0.931492
0.068508
0
ZJYL
2023-06-16
2,077,752
4,000,863
0.534816
0.825873
0.172511
0.001616
ZJYL
2023-06-23
128,240
252,547
0.485666
0.850074
0.148595
0.001331
ZJYL
2023-06-30
7,143
24,899
0.459221
0.3727
0.6273
0
ZJYL
2023-07-07
14,136
21,215
0.616623
0
1
0
ZJYL
2023-07-14
15,657
35,505
0.610404
0.006149
0.993851
0
ZJYL
2023-07-21
13,920
23,251
0.450658
0
1
0
ZJYL
2023-07-28
12,521
21,526
0.628666
0.038242
0.961758
0
ZJYL
2023-08-04
25,632
47,294
0.61593
0.033969
0.962974
0.003057
ZJYL
2023-08-11
84,254
157,497
0.577124
0.0962
0.9038
0
ZJYL
2023-08-18
68,355
110,736
0.555111
0.001768
0.998232
0
ZJYL
2023-08-25
92,115
176,548
0.45987
0.074223
0.925777
0
ZJYL
2023-09-01
140,387
171,190
0.830802
0.012114
0.986977
0.00091
ZJYL
2023-09-08
77,806
126,970
0.538197
0.012578
0.987422
0
ZJYL
2023-09-15
205,395
228,240
0.763273
0.00052
0.99948
0
ZJYL
2023-09-22
54,301
70,489
0.591063
0.008323
0.991677
0
ZJYL
2023-09-29
20,998
28,316
0.658418
0.014389
0.956721
0.02889
ZJYL
2023-10-06
22,353
49,274
0.552786
0.005307
0.994693
0
ZJYL
2023-10-13
39,345
74,129
0.405405
0.000128
0.998094
0.001778
ZJYL
2023-10-20
17,320
47,165
0.609957
0.004449
0.995551
0
ZJYL
2023-10-27
5,024
14,595
0.341418
0
1
0
ZJYL
2023-11-03
2,203
7,909
0.373312
0.044857
0.955143
0
ZJYL
2023-11-10
5,638
13,058
0.556238
0.002492
0.932364
0.065144
ZJYL
2023-11-17
2,277
6,992
0.408627
null
null
null
ZJYL
2023-11-24
23,109
32,938
0.708333
0.099704
0.899974
0.000323
ZJYL
2023-12-01
9,470
19,314
0.584032
0.011144
0.941657
0.047199
ZJYL
2023-12-08
6,978
13,831
0.384082
0.015982
0.969525
0.014493
ZJYL
2023-12-15
36,105
61,003
0.538502
0.045773
0.935872
0.018355
ZJYL
2023-12-22
118,909
195,395
0.697062
0.075729
0.917596
0.006675
ZJYL
2023-12-29
16,372
39,576
0.548732
0.029237
0.970763
0
ZJYL
2024-01-05
10,674
25,797
0.63536
0.004047
0.995329
0.000624
ZJYL
2024-01-12
10,174
23,417
0.448452
0.012176
0.987824
0
ZJYL
2024-01-19
11,377
20,248
0.454688
0.000899
0.976102
0.022999
ZJYL
2024-01-26
11,280
27,069
0.588938
0.00038
0.992441
0.007179
ZJYL
2024-02-02
6,142
12,279
0.571568
0.00146
0.986294
0.012246
ZJYL
2024-02-09
229,140
647,871
0.55317
0.015079
0.984753
0.000168
ZJYL
2024-02-16
117,693
269,035
0.583533
0.041532
0.949524
0.008944
ZJYL
2024-02-23
71,572
107,219
0.741234
0.076108
0.909054
0.014838
ZJYL
2024-03-01
50,337
82,875
0.688165
0.040914
0.935513
0.023573
ZJYL
2024-03-08
180,195
394,017
0.500447
0.036441
0.952003
0.011556
ZJYL
2024-03-15
151,789
292,148
0.581132
0.053615
0.940927
0.005458
ZJYL
2024-03-22
143,026
283,083
0.599816
0.086529
0.911179
0.002292
ZJYL
2024-03-29
65,429
130,631
0.453732
0.066668
0.931382
0.00195
ZJYL
2024-04-05
61,652
105,991
0.783202
0.169575
0.828688
0.001738
ZJYL
2024-04-12
37,362
55,274
0.673328
0.015424
0.979043
0.005532
ZJYL
2024-04-19
186,312
297,666
0.516211
0.021773
0.976215
0.002012
ZJYL
2024-04-26
49,795
123,284
0.534966
0.026924
0.972002
0.001074
ZJYL
2024-05-03
105,742
130,864
0.683783
0.018024
0.981701
0.000274
ZJYL
2024-05-10
55,819
84,846
0.828957
0.052361
0.940067
0.007572
ZJYL
2024-05-17
91,742
102,876
0.837085
0.027803
0.949321
0.022876
ZJYL
2024-05-24
25,755
37,551
0.759943
0.044135
0.929658
0.026207
ZJYL
2024-05-31
87,875
117,916
0.879609
0.025375
0.974625
0
ZJYL
2024-06-07
118,185
140,114
0.716094
0.013872
0.979355
0.006772
ZJYL
2024-06-14
133,898
207,957
0.659943
0.01262
0.961614
0.025766
ZJYL
2024-06-21
65,146
134,435
0.734527
0.034358
0.960669
0.004973
ZJYL
2024-06-28
87,283
115,122
0.76157
0.010934
0.987964
0.001102
ZJYL
2024-07-05
69,763
91,023
0.671864
0.012937
0.987063
0
ZJYL
2024-07-12
46,469
99,330
0.493015
0.011483
0.988517
0
ZJYL
2024-07-19
137,659
318,915
0.624644
0.010565
0.98464
0.004795
ZJYL
2024-07-26
22,489
43,619
0.76825
0.029001
0.970999
0
ZJYL
2024-08-02
25,871
32,387
0.670239
0.015654
0.980618
0.003728
ZJYL
2024-08-09
74,021
112,704
0.631425
0.062973
0.889142
0.047885
ZJYL
2024-08-16
21,469
30,202
0.8779
0.025315
0.95587
0.018815
ZJYL
2024-08-23
31,498
55,076
0.701746
0.022094
0.958549
0.019356
ZJYL
2024-08-30
22,313
59,890
0.458201
0.019153
0.978304
0.002543
ZJYL
2024-09-06
21,211
38,930
0.735276
0.061428
0.929687
0.008885
ZJYL
2024-09-13
32,367
41,889
0.762335
0.051568
0.948432
0
ZJYL
2024-09-20
85,073
156,086
0.684685
0.060596
0.935554
0.00385
ZJYL
2024-09-27
58,165
109,138
0.663013
0.024245
0.969664
0.006091
ZJYL
2024-10-04
53,460
67,611
0.696007
0.024694
0.972499
0.002807
ZJYL
2024-10-11
66,332
96,589
0.77759
0.033825
0.961878
0.004297
ZJYL
2024-10-18
278,400
510,918
0.69632
0.021742
0.977879
0.000379
ZJYL
2024-10-25
40,954
112,134
0.397045
0.004649
0.995351
0
ZJYL
2024-11-01
31,215
158,752
0.357552
0.0053
0.9947
0
ZJYL
2024-11-08
76,474
151,686
0.537215
0.008207
0.988736
0.003057