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
ZKH
2025-08-22
13,356
78,488
0.240476
0.021664
0.978336
0
ZKH
2025-08-29
20,799
135,516
0.201095
0.027456
0.972544
0
ZKH
2025-09-05
3,616
17,321
0.324483
0.040395
0.959605
0
ZKH
2025-09-12
8,377
51,753
0.262286
0.126808
0.873192
0
ZKH
2025-09-19
9,799
52,458
0.175605
0.051923
0.948077
0
ZKH
2025-09-26
12,067
46,940
0.266623
0.029546
0.970454
0
ZKH
2025-10-03
7,130
23,425
0.291168
0.023324
0.976676
0
ZKH
2025-10-10
11,481
38,205
0.239149
0.012026
0.987974
0
ZKH
2025-10-17
4,928
17,763
0.160399
0
1
0
ZKH
2025-10-24
3,584
20,132
0.300966
0.020367
0.979633
0
ZKH
2025-10-31
4,210
25,473
0.153688
0
1
0
ZKH
2025-11-07
28,981
74,843
0.34551
0.132828
0.867172
0
ZKH
2025-11-14
26,905
137,160
0.222505
0.036405
0.963595
0
ZKH
2025-11-21
70,919
325,740
0.187744
0.003824
0.996176
0
ZKH
2025-11-28
33,499
275,711
0.1028
0.081333
0.918667
0
ZKH
2025-12-05
232,095
674,277
0.274268
0.011897
0.988103
0
ZKH
2025-12-12
155,441
658,270
0.266142
0.133914
0.866086
0
ZKH
2025-12-19
157,296
435,180
0.326896
0.027246
0.972754
0
ZKH
2025-12-26
52,787
160,755
0.212454
0.053747
0.946253
0
ZKH
2026-01-02
34,861
152,657
0.237172
0.051942
0.948058
0
ZKH
2026-01-09
161,585
417,568
0.399203
0.016338
0.983662
0
ZKH
2026-01-16
24,009
75,054
0.255685
0.015391
0.984609
0
ZKH
2026-01-23
5,417
32,272
0.200811
0.028364
0.971636
0
ZKH
2026-01-30
16,100
229,300
0.169211
0.116316
0.883684
0
ZKIN
2017-09-01
89,628
182,236
0.433464
0.975488
0.021165
0.003347
ZKIN
2017-09-08
132,141
385,683
0.247755
0.961831
0.038169
0
ZKIN
2017-09-15
27,122
113,935
0.362368
0.828126
0.160963
0.010911
ZKIN
2017-09-22
40,854
98,159
0.38906
0.956196
0.043804
0
ZKIN
2017-09-29
19,555
62,514
0.604986
0.825752
0.150757
0.02349
ZKIN
2017-10-06
25,291
57,130
0.354403
0.917593
0.064703
0.017704
ZKIN
2017-10-13
232,281
608,168
0.443223
0.938461
0.04177
0.019769
ZKIN
2017-10-20
108,338
239,027
0.533309
0.967953
0.026596
0.005452
ZKIN
2017-10-27
56,535
116,058
0.50523
0.873732
0.123862
0.002406
ZKIN
2017-11-03
29,909
63,842
0.450088
0.919327
0.080673
0
ZKIN
2017-11-10
21,336
42,079
0.547354
0.868803
0.131197
0
ZKIN
2017-11-17
34,996
79,263
0.635499
0.791005
0.208888
0.000107
ZKIN
2017-11-24
23,025
66,177
0.535203
0.893772
0.101181
0.005046
ZKIN
2017-12-01
20,707
48,484
0.568238
0.896268
0.073032
0.0307
ZKIN
2017-12-08
75,903
147,088
0.524928
0.87249
0.101751
0.025759
ZKIN
2017-12-15
51,592
96,487
0.681586
0.748818
0.180477
0.070705
ZKIN
2017-12-22
119,955
252,304
0.455467
0.981362
0.010703
0.007935
ZKIN
2017-12-29
1,152,141
2,319,361
0.66725
0.837872
0.13889
0.023238
ZKIN
2018-01-05
257,399
506,222
0.529187
0.904542
0.053485
0.041972
ZKIN
2018-01-12
267,224
566,190
0.551428
0.836866
0.148234
0.014899
ZKIN
2018-01-19
227,663
375,786
0.590858
0.877967
0.029635
0.092398
ZKIN
2018-01-26
82,579
153,548
0.581104
0.925794
0.071709
0.002497
ZKIN
2018-02-02
87,934
253,089
0.461071
0.775743
0.182473
0.041783
ZKIN
2018-02-09
59,436
121,342
0.493945
0.92873
0.060318
0.010953
ZKIN
2018-02-16
151,198
342,638
0.486575
0.812126
0.175532
0.012342
ZKIN
2018-02-23
76,395
121,880
0.699265
0.806801
0.179748
0.013451
ZKIN
2018-03-02
92,756
203,365
0.494714
0.772932
0.182936
0.044132
ZKIN
2018-03-09
24,679
70,757
0.38288
0.736886
0.213436
0.049678
ZKIN
2018-03-16
85,211
225,599
0.491342
0.685078
0.218854
0.096068
ZKIN
2018-03-23
24,486
56,808
0.528455
0.836573
0.133863
0.029563
ZKIN
2018-03-30
34,447
73,024
0.616854
0.894789
0.074128
0.031083
ZKIN
2018-04-06
54,646
118,435
0.608555
0.96627
0.029134
0.004596
ZKIN
2018-04-13
49,322
77,169
0.678676
0.960743
0.037356
0.001902
ZKIN
2018-04-20
31,904
52,237
0.622671
0.828285
0.17073
0.000985
ZKIN
2018-04-27
28,727
50,378
0.485358
0.829973
0.149122
0.020905
ZKIN
2018-05-04
24,975
38,383
0.633901
0.935962
0.060814
0.003225
ZKIN
2018-05-11
19,576
38,015
0.68612
0.95039
0.030497
0.019113
ZKIN
2018-05-18
7,680
19,546
0.590026
0.721458
0.235372
0.043169
ZKIN
2018-05-25
9,517
30,846
0.498937
0.850181
0.143223
0.006596
ZKIN
2018-06-01
4,442
10,270
0.610397
0.815543
0.184457
0
ZKIN
2018-06-08
9,068
19,703
0.537077
0.853623
0.128647
0.01773
ZKIN
2018-06-15
138,106
227,973
0.660501
0.90403
0.089567
0.006403
ZKIN
2018-06-22
76,621
169,989
0.591805
0.914333
0.081664
0.004003
ZKIN
2018-06-29
39,823
63,840
0.665758
0.794563
0.200444
0.004993
ZKIN
2018-07-06
98,389
185,791
0.511796
0.895324
0.100359
0.004317
ZKIN
2018-07-13
27,328
80,309
0.342066
0.748616
0.251384
0
ZKIN
2018-07-20
37,936
89,889
0.469593
0.81925
0.180063
0.000687
ZKIN
2018-07-27
29,353
60,996
0.381886
0.902627
0.097373
0
ZKIN
2018-08-03
62,491
147,452
0.487107
0.881845
0.118155
0
ZKIN
2018-08-10
32,268
70,983
0.603546
0.906165
0.091052
0.002783
ZKIN
2018-08-17
16,980
42,220
0.500068
0.95479
0.04227
0.00294
ZKIN
2018-08-24
9,850
27,481
0.422157
1
0
0
ZKIN
2018-08-31
9,641
30,574
0.378845
0.687094
0.312906
0
ZKIN
2018-09-07
12,459
20,743
0.382415
0.793983
0.206017
0
ZKIN
2018-09-14
9,034
20,002
0.501694
0.89412
0.10588
0
ZKIN
2018-09-21
20,329
56,842
0.482797
0.777079
0.222921
0
ZKIN
2018-09-28
16,414
31,595
0.51975
0.703724
0.296276
0
ZKIN
2018-10-05
5,492
16,227
0.232837
0.9
0.1
0
ZKIN
2018-10-12
2,845
13,633
0.259989
0.951308
0.048692
0
ZKIN
2018-10-19
54,385
217,704
0.324823
0.853574
0.140521
0.005905
ZKIN
2018-10-26
20,768
64,902
0.33147
0.343591
0.656409
0
ZKIN
2018-11-02
10,142
31,811
0.404333
0.765417
0.227491
0.007092
ZKIN
2018-11-09
7,473
32,469
0.234974
0.665885
0.334115
0
ZKIN
2018-11-16
15,867
80,420
0.405856
0.725937
0.242913
0.03115
ZKIN
2018-11-23
1,014
7,961
0.289047
0.506952
0.493048
0
ZKIN
2018-11-30
3,028
31,627
0.285342
0.920949
0.079051
0
ZKIN
2018-12-07
12,525
45,692
0.467868
0.92376
0.072349
0.00389
ZKIN
2018-12-14
9,160
54,486
0.193703
0.783339
0.216661
0
ZKIN
2018-12-21
6,545
109,705
0.172067
1
0
0
ZKIN
2018-12-28
18,661
57,836
0.315926
0.690376
0.284269
0.025355
ZKIN
2019-01-04
4,038
17,100
0.197853
null
null
null
ZKIN
2019-01-11
4,754
21,539
0.430979
0.571687
0.39383
0.034483
ZKIN
2019-01-18
5,125
6,875
0.445042
0.620471
0.379529
0
ZKIN
2019-01-25
4,891
8,058
0.745267
0.851544
0.148456
0
ZKIN
2019-02-01
26,142
37,682
0.386147
1
0
0
ZKIN
2019-02-08
6,208,580
12,417,875
0.64758
0.742583
0.252982
0.004434