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
ZKIN
2022-10-21
24,364
176,329
0.200324
0.859704
0.135434
0.004862
ZKIN
2022-10-28
14,723
103,974
0.289651
0.963588
0.036412
0
ZKIN
2022-11-04
128,978
310,777
0.47437
0.905624
0.078731
0.015645
ZKIN
2022-11-11
86,113
174,415
0.436516
0.803257
0.184259
0.012483
ZKIN
2022-11-18
83,079
184,655
0.350866
0.881317
0.115789
0.002894
ZKIN
2022-11-25
17,737
68,795
0.448961
0.938435
0.053418
0.008148
ZKIN
2022-12-02
49,576
219,802
0.1868
0.994618
0.005382
0
ZKIN
2022-12-09
14,809
70,258
0.325262
0.821246
0.175847
0.002906
ZKIN
2022-12-16
87,469
333,759
0.332716
0.923203
0.069744
0.007053
ZKIN
2022-12-23
57,472
192,703
0.471544
0.875727
0.088873
0.035401
ZKIN
2022-12-30
162,226
597,666
0.270647
0.855679
0.144321
0
ZKIN
2023-01-06
123,678
358,856
0.321147
0.890658
0.108647
0.000695
ZKIN
2023-01-13
438,208
1,249,528
0.316714
0.833346
0.166078
0.000576
ZKIN
2023-01-20
90,793
174,150
0.581387
0.936688
0.060824
0.002488
ZKIN
2023-01-27
71,508
157,431
0.517643
0.896605
0.096559
0.006836
ZKIN
2023-02-03
305,777
737,775
0.362778
0.895622
0.098633
0.005745
ZKIN
2023-02-10
40,482
157,100
0.358834
0.790172
0.209508
0.00032
ZKIN
2023-02-17
18,789
90,141
0.261466
0.880391
0.119609
0
ZKIN
2023-02-24
45,239
97,232
0.339919
0.940133
0.020437
0.03943
ZKIN
2023-03-03
19,683
118,062
0.207567
0.88863
0.11137
0
ZKIN
2023-03-10
20,978
62,477
0.368692
0.824954
0.175046
0
ZKIN
2023-03-17
32,999
98,885
0.343583
0.728057
0.271943
0
ZKIN
2023-03-24
10,359
113,190
0.168235
0.700459
0.26108
0.038462
ZKIN
2023-03-31
27,564
63,074
0.306059
0.942542
0.057458
0
ZKIN
2023-04-07
17,221
61,514
0.352897
0.868676
0.031634
0.09969
ZKIN
2023-04-14
20,907
98,592
0.380476
0.796734
0.195728
0.007537
ZKIN
2023-04-21
8,127
43,068
0.352816
0.893202
0.086539
0.020259
ZKIN
2023-04-28
228,493
572,220
0.353804
0.947185
0.037585
0.01523
ZKIN
2023-05-05
158,679
395,823
0.312759
0.909688
0.075815
0.014497
ZKIN
2023-05-12
32,923
123,078
0.288448
0.931689
0.020317
0.047994
ZKIN
2023-05-19
60,327
130,566
0.433938
0.93778
0.042054
0.020165
ZKIN
2023-05-26
15,659
75,615
0.216855
0.63047
0.36953
0
ZKIN
2023-06-02
7,716
36,599
0.16652
0.968876
0.031124
0
ZKIN
2023-06-09
12,700
42,398
0.417784
0.748017
0.251983
0
ZKIN
2023-06-16
28,696
62,076
0.487169
0.882349
0.117651
0
ZKIN
2023-06-23
18,857
52,411
0.448057
0.737968
0.262032
0
ZKIN
2023-06-30
9,607
31,787
0.649755
0.568088
0.431912
0
ZKIN
2023-07-07
0
1,017
0
null
null
null
ZKIN
2023-07-14
2,998
5,952
0.196841
null
null
null
ZKIN
2023-07-21
2,683
13,052
0.323501
0
1
0
ZKIN
2023-07-28
568
1,427
0.367775
null
null
null
ZKIN
2023-08-04
488
1,804
0.299026
null
null
null
ZKIN
2023-08-11
10,847
17,057
0.333038
null
null
null
ZKIN
2023-08-18
3,234
5,598
0.527382
0
1
0
ZKIN
2023-08-25
294
3,756
0.187808
null
null
null
ZKIN
2023-09-01
10,539
16,286
0.766629
0
1
0
ZKIN
2023-09-08
112
112
1
0
1
0
ZKIN
2023-09-15
69
140
0.333333
null
null
null
ZKIN
2023-09-22
48,429
69,859
0.62447
null
null
null
ZKIN
2023-09-29
34,895
46,287
0.756526
0.013137
0.986863
0
ZKIN
2023-10-06
4,190
13,299
0.216237
null
null
null
ZKIN
2023-10-13
2,166
2,266
0.803922
0
1
0
ZKIN
2023-10-20
10,597
11,617
0.843786
0
1
0
ZKIN
2023-10-27
6,955
17,014
0.314535
0
1
0
ZKIN
2023-11-03
3,413
4,380
0.685449
0
1
0
ZKIN
2023-11-10
821
1,346
0.477078
null
null
null
ZKIN
2023-11-17
39,077
63,282
0.53881
0
1
0
ZKIN
2023-11-24
3,852
13,231
0.368472
0.060582
0.939418
0
ZKIN
2023-12-01
11,735
20,464
0.652145
0
1
0
ZKIN
2023-12-08
32,024
59,048
0.67795
0.006677
0.993323
0
ZKIN
2023-12-15
27,560
39,625
0.525437
null
null
null
ZKIN
2023-12-22
18,048
57,285
0.381838
0
1
0
ZKIN
2023-12-29
3,314
13,899
0.362539
0.027442
0.972558
0
ZKIN
2024-01-05
8,911
16,050
0.627344
null
null
null
ZKIN
2024-01-12
13,004
24,516
0.568959
0.085948
0.914052
0
ZKIN
2024-01-19
6,171
12,694
0.537135
0
1
0
ZKIN
2024-01-26
3,571
7,542
0.604411
0
1
0
ZKIN
2024-02-02
3,200
3,642
0.75
null
null
null
ZKIN
2024-02-09
7,386
7,741
0.816471
0
1
0
ZKIN
2024-02-16
6,925
11,292
0.438242
null
null
null
ZKIN
2024-02-23
3,608
8,740
0.460978
null
null
null
ZKIN
2024-03-01
14,497
23,060
0.464854
0
1
0
ZKIN
2024-03-08
1,663
2,359
0.491556
0
1
0
ZKIN
2024-03-15
4,154
6,489
0.490513
null
null
null
ZKIN
2024-03-22
6,865
8,319
0.795946
0
1
0
ZKIN
2024-03-29
8,429
21,180
0.337541
0
1
0
ZKIN
2024-04-05
2,233
4,456
0.562475
0
1
0
ZKIN
2024-04-12
19,684
21,162
0.508699
0
1
0
ZKIN
2024-04-19
315
1,085
0.470683
null
null
null
ZKIN
2024-04-26
1,374
2,806
0.476413
null
null
null
ZKIN
2024-05-03
3,664
5,723
0.517427
0
1
0
ZKIN
2024-05-10
179,447
375,598
0.463379
null
null
null
ZKIN
2024-05-17
5,700
18,639
0.258878
0
1
0
ZKIN
2024-05-24
8,374
11,072
0.637969
0
1
0
ZKIN
2024-05-31
13,657
18,703
0.53403
null
null
null
ZKIN
2024-06-07
7,517
27,659
0.463886
null
null
null
ZKIN
2024-06-14
752
2,950
0.326698
null
null
null
ZKIN
2024-06-21
7,686
8,884
0.929659
0
1
0
ZKIN
2024-06-28
2,815
4,656
0.506331
null
null
null
ZKIN
2024-07-05
8,911
15,532
0.623455
0
1
0
ZKIN
2024-07-12
7,029
13,920
0.643548
0
1
0
ZKIN
2024-07-19
11,987
24,366
0.482293
0.00228
0.99772
0
ZKIN
2024-07-26
14,419
17,559
0.829918
0
1
0
ZKIN
2024-08-02
4,961
33,245
0.237349
0
1
0
ZKIN
2024-08-09
4,965
9,747
0.53039
0
1
0
ZKIN
2024-08-16
26,327
48,441
0.505462
0
1
0
ZKIN
2024-08-23
221
1,463
0.141557
0
1
0
ZKIN
2024-08-30
400
6,789
0.179193
null
null
null
ZKIN
2024-09-06
361
868
0.606597
null
null
null
ZKIN
2024-09-13
1,444
3,000
0.310133
null
null
null