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
ZJYL
2024-11-15
71,716
182,084
0.644382
0.028829
0.96578
0.005391
ZJYL
2024-11-22
63,180
188,184
0.473448
0.018667
0.981333
0
ZJYL
2024-11-29
66,134
143,610
0.45879
0.009907
0.990093
0
ZJYL
2024-12-06
29,957
95,382
0.470163
0.007783
0.992217
0
ZJYL
2024-12-13
36,692
88,313
0.509125
0.101283
0.898717
0
ZJYL
2024-12-20
48,604
141,139
0.333994
0.0276
0.96772
0.00468
ZJYL
2024-12-27
93,134
220,528
0.671802
0.051263
0.948737
0
ZJYL
2025-01-03
172,495
359,433
0.713435
0.107935
0.892065
0
ZJYL
2025-01-10
47,900
100,115
0.695891
0.028777
0.971223
0
ZJYL
2025-01-17
76,787
193,660
0.480575
0.124827
0.875173
0
ZJYL
2025-01-24
13,722
33,815
0.66321
0.033029
0.966971
0
ZJYL
2025-01-31
26,988
71,508
0.559475
0.138355
0.861645
0
ZJYL
2025-02-07
15,373
27,668
0.677526
0.218578
0.781422
0
ZJYL
2025-02-14
126,942
209,219
0.446948
0.162444
0.837556
0
ZJYL
2025-02-21
84,605
147,167
0.69884
0.000478
0.999522
0
ZJYL
2025-02-28
40,204
52,930
0.779533
0.059301
0.940699
0
ZJYL
2025-03-07
167,486
183,131
0.574278
0.006367
0.993633
0
ZJYL
2025-03-14
44,586
140,547
0.560195
0.163857
0.836143
0
ZJYL
2025-03-21
124,664
255,599
0.557025
0.178617
0.820401
0.000982
ZJYL
2025-03-28
11,886
27,598
0.454861
0.006638
0.993362
0
ZJYL
2025-04-04
65,290
110,378
0.528969
0
1
0
ZJYL
2025-04-11
42,335
74,638
0.40987
0.031995
0.968005
0
ZJYL
2025-04-18
36,704
89,532
0.580448
0.096596
0.900497
0.002907
ZJYL
2025-04-25
7,411
17,542
0.510263
0.161798
0.838202
0
ZJYL
2025-05-02
55,093
258,113
0.357199
0
0.98151
0.01849
ZJYL
2025-05-09
45,476
67,524
0.470769
0.102788
0.897212
0
ZJYL
2025-05-16
36,867
192,893
0.195116
0.005556
0.994444
0
ZJYL
2025-05-23
16,328
37,075
0.324403
0
1
0
ZJYL
2025-05-30
28,114
53,070
0.263558
0
1
0
ZJYL
2025-06-06
2,820
32,203
0.321073
0
1
0
ZJYL
2025-06-13
45,323
148,516
0.400358
0.003553
0.996447
0
ZJYL
2025-06-20
7,085
30,223
0.41017
0
1
0
ZJYL
2025-06-27
15,258
94,014
0.183131
0
1
0
ZJYL
2025-07-04
24,219
88,198
0.136709
0
1
0
ZJYL
2025-07-11
59,941
148,352
0.289134
0.085239
0.914761
0
ZJYL
2025-07-18
22,603
90,072
0.236385
0
1
0
ZJYL
2025-07-25
62,090
149,115
0.572022
0.001006
0.998994
0
ZJYL
2025-08-01
93,704
236,527
0.463388
0.020202
0.979798
0
ZJYL
2025-08-08
189,344
244,446
0.561477
0.009498
0.990502
0
ZJYL
2025-08-15
83,684
327,077
0.328097
0.000838
0.999162
0
ZJYL
2025-08-22
73,345
134,292
0.456434
null
null
null
ZJYL
2025-08-29
70,379
201,783
0.222691
0.027366
0.972634
0
ZJYL
2025-09-05
27,272
76,190
0.354781
0.016093
0.983907
0
ZJYL
2025-09-12
22,972
57,924
0.473242
0.030251
0.969749
0
ZJYL
2025-09-19
52,211
112,363
0.549342
0.003837
0.996163
0
ZJYL
2025-09-26
21,762
68,995
0.351995
0.021385
0.978615
0
ZJYL
2025-10-03
28,689
45,663
0.558889
0.151485
0.848515
0
ZJYL
2025-10-10
40,235
160,257
0.469667
0.016916
0.983084
0
ZJYL
2025-10-17
65,271
122,771
0.51791
0.012664
0.987336
0
ZJYL
2025-10-24
17,422
46,291
0.52609
0.048886
0.951114
0
ZJYL
2025-10-31
114,044
270,176
0.500911
0.001042
0.998958
0
ZJYL
2025-11-07
2,810,543
5,983,279
0.367891
0.010312
0.989688
0
ZJYL
2025-11-14
170,712
258,825
0.732933
0.02389
0.97611
0
ZJYL
2025-11-21
24,136
66,264
0.564122
0.023325
0.976675
0
ZJYL
2025-11-28
2,793
9,662
0.360153
null
null
null
ZJYL
2025-12-05
9,714
60,174
0.143913
null
null
null
ZJYL
2025-12-12
12,922
66,472
0.368557
0.026525
0.973475
0
ZJYL
2025-12-19
5,559
46,352
0.088783
0
1
0
ZJYL
2025-12-26
4,593
17,222
0.167305
null
null
null
ZJYL
2026-01-02
20,195
30,086
0.585712
0.001846
0.998154
0
ZJYL
2026-01-09
12,263
65,213
0.164482
null
null
null
ZJYL
2026-01-16
55,273
905,081
0.195756
null
null
null
ZJYL
2026-01-23
46,827
651,762
0.334806
0.044687
0.955313
0
ZJYL
2026-01-30
148,254
437,006
0.335691
0.017068
0.982932
0
ZK
2024-05-10
1,313,050
4,285,380
0.358551
0.036573
0.963427
0
ZK
2024-05-17
1,063,698
3,184,301
0.404826
0.026344
0.967946
0.00571
ZK
2024-05-24
667,899
1,515,216
0.455192
0.038046
0.895716
0.066238
ZK
2024-05-31
345,225
812,719
0.469246
0.008895
0.93596
0.055145
ZK
2024-06-07
432,620
765,170
0.625691
0.009425
0.937198
0.053378
ZK
2024-06-14
738,274
1,357,231
0.547101
0.007188
0.967589
0.025223
ZK
2024-06-21
241,594
386,986
0.633267
0.004861
0.950827
0.044312
ZK
2024-06-28
477,432
704,893
0.576244
0.00795
0.957758
0.034293
ZK
2024-07-05
430,680
974,562
0.405114
0.004574
0.971143
0.024284
ZK
2024-07-12
318,628
555,577
0.637279
0.008771
0.955144
0.036085
ZK
2024-07-19
233,014
374,185
0.588082
0.007023
0.937473
0.055505
ZK
2024-07-26
317,186
611,841
0.675571
0.005117
0.967605
0.027277
ZK
2024-08-02
277,326
471,417
0.599307
0.004425
0.974928
0.020647
ZK
2024-08-09
300,036
581,357
0.562881
0.003371
0.953532
0.043096
ZK
2024-08-16
358,505
614,182
0.552267
0.004142
0.953321
0.042537
ZK
2024-08-23
582,612
1,134,674
0.496404
0.008858
0.95684
0.034302
ZK
2024-08-30
463,830
910,981
0.496034
0.003114
0.974839
0.022046
ZK
2024-09-06
484,639
724,420
0.72268
0.006778
0.962407
0.030815
ZK
2024-09-13
270,746
491,586
0.467176
0.001097
0.962984
0.03592
ZK
2024-09-20
523,299
872,245
0.532006
0.001208
0.954959
0.043832
ZK
2024-09-27
1,193,274
2,180,552
0.588253
0.004073
0.980776
0.015151
ZK
2024-10-04
2,080,622
3,286,011
0.560401
0.004624
0.96456
0.030816
ZK
2024-10-11
1,383,854
2,608,073
0.47357
0.004544
0.971683
0.023773
ZK
2024-10-18
935,443
1,527,168
0.553421
0.004509
0.993389
0.002102
ZK
2024-10-25
1,122,658
1,640,151
0.668984
0.010341
0.986348
0.003311
ZK
2024-11-01
913,034
1,722,330
0.52166
0.008078
0.991491
0.000431
ZK
2024-11-08
909,468
1,958,382
0.456445
0.013705
0.984104
0.00219
ZK
2024-11-15
2,070,670
4,384,806
0.567059
0.013942
0.983214
0.002844
ZK
2024-11-22
1,010,124
1,727,303
0.700392
0.006046
0.993164
0.000789
ZK
2024-11-29
506,201
887,394
0.533632
0.006958
0.992035
0.001007
ZK
2024-12-06
677,980
1,079,867
0.672339
0.008238
0.979526
0.012237
ZK
2024-12-13
823,271
1,647,399
0.588851
0.007159
0.981009
0.011832
ZK
2024-12-20
1,326,506
2,101,043
0.706827
0.007716
0.980278
0.012006
ZK
2024-12-27
588,618
1,131,293
0.600684
0.004442
0.983935
0.011624
ZK
2025-01-03
366,968
647,304
0.511444
0.010405
0.988534
0.001061
ZK
2025-01-10
236,493
383,379
0.597245
0.025475
0.970244
0.00428