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
2020-11-20
106,470
322,671
0.301524
0.821487
0.178513
0
ZKIN
2020-11-27
14,278,060
24,053,004
0.452447
0.86616
0.110588
0.023252
ZKIN
2020-12-04
1,859,203
4,207,486
0.509569
0.785888
0.181542
0.03257
ZKIN
2020-12-11
1,987,282
4,558,481
0.487924
0.863237
0.118222
0.018541
ZKIN
2020-12-18
2,416,784
5,931,954
0.465319
0.840799
0.139596
0.019606
ZKIN
2020-12-25
263,199
802,370
0.528263
0.749913
0.21914
0.030947
ZKIN
2021-01-01
3,111,937
6,213,206
0.560599
0.872658
0.109667
0.017675
ZKIN
2021-01-08
3,604,229
6,973,654
0.584931
0.876126
0.111346
0.012528
ZKIN
2021-01-15
755,089
2,486,780
0.326377
0.846011
0.136902
0.017087
ZKIN
2021-01-22
265,678
782,730
0.404501
0.802447
0.174694
0.022858
ZKIN
2021-01-29
420,058
1,245,390
0.410996
0.831739
0.136048
0.032213
ZKIN
2021-02-05
2,444,809
5,370,745
0.445084
0.830754
0.160797
0.008449
ZKIN
2021-02-12
1,935,922
4,764,710
0.454361
0.854723
0.136261
0.009017
ZKIN
2021-02-19
3,239,334
8,121,729
0.452616
0.831531
0.157524
0.010945
ZKIN
2021-02-26
4,792,660
14,829,069
0.382658
0.796819
0.147344
0.055837
ZKIN
2021-03-05
2,019,715
5,595,089
0.387624
0.805088
0.18469
0.010223
ZKIN
2021-03-12
1,458,307
3,691,360
0.464983
0.81991
0.173532
0.006558
ZKIN
2021-03-19
49,579,809
95,169,371
0.568284
0.842249
0.149342
0.008409
ZKIN
2021-03-26
21,214,491
49,199,645
0.49487
0.862869
0.11877
0.018361
ZKIN
2021-04-02
6,796,597
15,717,975
0.44976
0.88353
0.099264
0.017207
ZKIN
2021-04-09
2,271,661
6,598,511
0.357567
0.784554
0.186067
0.029379
ZKIN
2021-04-16
2,046,192
6,514,438
0.36742
0.798879
0.162914
0.038207
ZKIN
2021-04-23
2,551,882
5,639,979
0.500667
0.82048
0.169905
0.009615
ZKIN
2021-04-30
2,230,928
3,920,539
0.598895
0.882367
0.10849
0.009144
ZKIN
2021-05-07
848,148
1,925,309
0.543297
0.735233
0.157255
0.107512
ZKIN
2021-05-14
816,834
2,335,593
0.488105
0.668449
0.217831
0.11372
ZKIN
2021-05-21
3,514,867
6,776,146
0.440225
0.729975
0.249931
0.020094
ZKIN
2021-05-28
618,009
1,854,065
0.481223
0.778725
0.191528
0.029747
ZKIN
2021-06-04
2,008,320
4,100,010
0.593648
0.852296
0.130611
0.017093
ZKIN
2021-06-11
1,669,996
3,841,061
0.503253
0.781544
0.209503
0.008953
ZKIN
2021-06-18
491,029
1,352,915
0.574313
0.791779
0.175061
0.03316
ZKIN
2021-06-25
715,486
2,169,943
0.542937
0.769867
0.197396
0.032737
ZKIN
2021-07-02
402,700
976,621
0.528818
0.76776
0.140788
0.091453
ZKIN
2021-07-09
248,601
791,363
0.322005
0.847678
0.127312
0.02501
ZKIN
2021-07-16
254,825
931,644
0.375169
0.764752
0.175748
0.0595
ZKIN
2021-07-23
229,457
770,339
0.329988
0.892798
0.087268
0.019934
ZKIN
2021-07-30
271,269
935,074
0.353354
0.855177
0.124456
0.020368
ZKIN
2021-08-06
559,677
1,595,616
0.364905
0.742054
0.240474
0.017472
ZKIN
2021-08-13
518,545
1,527,203
0.401878
0.842574
0.141181
0.016245
ZKIN
2021-08-20
608,556
1,414,465
0.381747
0.85534
0.139385
0.005275
ZKIN
2021-08-27
7,726,698
13,681,738
0.663834
0.841495
0.148992
0.009512
ZKIN
2021-09-03
914,333
2,599,504
0.514555
0.857817
0.1313
0.010883
ZKIN
2021-09-10
412,759
1,244,126
0.510857
0.799358
0.147486
0.053157
ZKIN
2021-09-17
458,039
1,162,839
0.561968
0.800896
0.154911
0.044193
ZKIN
2021-09-24
354,339
879,212
0.566655
0.801854
0.180885
0.017261
ZKIN
2021-10-01
1,139,055
3,077,353
0.462109
0.780679
0.211515
0.007806
ZKIN
2021-10-08
336,885
755,266
0.553678
0.862028
0.131962
0.00601
ZKIN
2021-10-15
533,335
1,159,143
0.548669
0.839039
0.156162
0.004799
ZKIN
2021-10-22
464,903
1,255,755
0.44934
0.815896
0.173296
0.010809
ZKIN
2021-10-29
2,030,102
3,571,486
0.658018
0.820733
0.115196
0.06407
ZKIN
2021-11-05
1,215,112
2,168,387
0.666592
0.854566
0.135572
0.009862
ZKIN
2021-11-12
1,132,533
2,198,256
0.587077
0.806244
0.187266
0.00649
ZKIN
2021-11-19
1,642,005
2,831,063
0.616037
0.816634
0.171719
0.011647
ZKIN
2021-11-26
937,608
1,838,111
0.564599
0.801334
0.188919
0.009748
ZKIN
2021-12-03
2,013,541
3,868,272
0.599312
0.80052
0.192717
0.006763
ZKIN
2021-12-10
450,506
1,239,055
0.535707
0.76975
0.22074
0.009511
ZKIN
2021-12-17
341,959
1,000,316
0.384122
0.79765
0.189009
0.013341
ZKIN
2021-12-24
300,203
863,234
0.340831
0.80417
0.128854
0.066977
ZKIN
2021-12-31
516,259
1,694,796
0.377777
0.835841
0.156643
0.007516
ZKIN
2022-01-07
297,436
734,230
0.482393
0.767835
0.217318
0.014848
ZKIN
2022-01-14
1,516,614
2,874,813
0.482369
0.905797
0.085976
0.008226
ZKIN
2022-01-21
311,618
616,092
0.587888
0.858988
0.113811
0.027202
ZKIN
2022-01-28
492,552
1,044,060
0.42292
0.909877
0.084727
0.005396
ZKIN
2022-02-04
261,321
496,320
0.516588
0.901594
0.092967
0.005439
ZKIN
2022-02-11
310,565
495,358
0.651163
0.915718
0.072913
0.011369
ZKIN
2022-02-18
138,463
271,918
0.584227
0.74743
0.24465
0.00792
ZKIN
2022-02-25
114,182
232,751
0.439461
0.711664
0.27658
0.011757
ZKIN
2022-03-04
90,984
148,539
0.651742
0.814471
0.168067
0.017462
ZKIN
2022-03-11
469,723
961,499
0.531341
0.872491
0.116242
0.011267
ZKIN
2022-03-18
263,209
475,453
0.423128
0.909555
0.089007
0.001438
ZKIN
2022-03-25
299,523
759,092
0.514611
0.845576
0.14639
0.008033
ZKIN
2022-04-01
236,469
661,871
0.419506
0.860201
0.130136
0.009663
ZKIN
2022-04-08
344,152
922,862
0.417111
0.882516
0.113274
0.00421
ZKIN
2022-04-15
33,887
172,932
0.236304
0.799243
0.175017
0.02574
ZKIN
2022-04-22
108,680
280,433
0.383849
0.805457
0.168321
0.026222
ZKIN
2022-04-29
57,916
174,666
0.345854
0.836
0.15898
0.00502
ZKIN
2022-05-06
148,283
462,928
0.397517
0.876044
0.123556
0.0004
ZKIN
2022-05-13
73,794
259,576
0.234779
0.919222
0.076386
0.004392
ZKIN
2022-05-20
71,023
203,781
0.397271
0.884672
0.099002
0.016326
ZKIN
2022-05-27
234,967
407,152
0.558428
0.776958
0.202002
0.02104
ZKIN
2022-06-03
1,371,199
3,039,427
0.345395
0.782507
0.206125
0.011368
ZKIN
2022-06-10
62,615
200,904
0.329804
0.81367
0.182436
0.003895
ZKIN
2022-06-17
34,155
154,214
0.287291
0.820516
0.179484
0
ZKIN
2022-06-24
9,674
68,529
0.192344
0.940066
0.05781
0.002124
ZKIN
2022-07-01
44,872
191,876
0.343851
0.826657
0.146379
0.026964
ZKIN
2022-07-08
40,309
128,270
0.25729
0.840837
0.157409
0.001754
ZKIN
2022-07-15
106,821
249,536
0.374795
0.842914
0.157086
0
ZKIN
2022-07-22
72,857
190,124
0.374251
0.840057
0.073415
0.086528
ZKIN
2022-07-29
16,080
84,109
0.441005
0.767024
0.198578
0.034397
ZKIN
2022-08-05
46,190
150,725
0.390218
0.674789
0.325211
0
ZKIN
2022-08-12
8,193,063
15,997,819
0.439426
0.734389
0.255637
0.009974
ZKIN
2022-08-19
120,846
327,927
0.523964
0.836086
0.15991
0.004004
ZKIN
2022-08-26
102,763
371,774
0.192328
0.936954
0.063046
0
ZKIN
2022-09-02
120,801
394,769
0.25347
0.901616
0.09698
0.001404
ZKIN
2022-09-09
17,328
84,176
0.1423
0.824122
0.148114
0.027764
ZKIN
2022-09-16
122,302
293,807
0.500747
0.864833
0.08232
0.052848
ZKIN
2022-09-23
72,987
138,048
0.471419
0.700189
0.291631
0.00818
ZKIN
2022-09-30
27,363
74,976
0.475747
0.764514
0.127197
0.108289
ZKIN
2022-10-07
48,904
113,345
0.445083
0.889981
0.044336
0.065682
ZKIN
2022-10-14
28,745
131,922
0.183397
0.73159
0.255627
0.012784