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
ZYME
2017-05-05
78,870
235,849
0.269995
0.535619
0.464381
0
ZYME
2017-05-12
32,933
116,333
0.300044
0.47849
0.52151
0
ZYME
2017-05-19
15,585
67,818
0.383717
0.603678
0.396322
0
ZYME
2017-05-26
34,323
91,434
0.318601
0.595952
0.381888
0.02216
ZYME
2017-06-02
46,024
121,161
0.333627
0.685242
0.314758
0
ZYME
2017-06-09
80,778
203,330
0.341169
0.756441
0.238758
0.004801
ZYME
2017-06-16
68,794
221,839
0.38892
0.795599
0.185403
0.018998
ZYME
2017-06-23
50,483
103,994
0.417047
0.70819
0.290558
0.001252
ZYME
2017-06-30
49,720
168,065
0.481268
0.726527
0.271335
0.002138
ZYME
2017-07-07
12,280
35,139
0.453932
0.617278
0.382627
0.000095
ZYME
2017-07-14
34,872
95,165
0.303278
0.785936
0.214064
0
ZYME
2017-07-21
26,970
220,486
0.292383
0.752642
0.247358
0
ZYME
2017-07-28
25,698
197,431
0.352781
0.68139
0.316403
0.002207
ZYME
2017-08-04
23,604
62,052
0.304027
0.624649
0.370048
0.005304
ZYME
2017-08-11
14,119
35,523
0.450169
0.670081
0.329919
0
ZYME
2017-08-18
13,666
48,818
0.275112
0.663735
0.336265
0
ZYME
2017-08-25
22,046
50,378
0.586939
0.728934
0.271066
0
ZYME
2017-09-01
19,456
57,591
0.424583
0.700158
0.299842
0
ZYME
2017-09-08
30,801
72,603
0.468756
0.685147
0.314853
0
ZYME
2017-09-15
56,880
90,819
0.647832
0.686689
0.293931
0.019381
ZYME
2017-09-22
30,093
51,327
0.516725
0.698525
0.292951
0.008524
ZYME
2017-09-29
5,827
12,545
0.600399
0.34466
0.633298
0.022041
ZYME
2017-10-06
19,702
63,259
0.463021
0.608883
0.391117
0
ZYME
2017-10-13
6,894
22,592
0.323941
0.399353
0.595537
0.00511
ZYME
2017-10-20
9,378
20,832
0.37507
null
null
null
ZYME
2017-10-27
6,753
15,360
0.650361
0.244721
0.755279
0
ZYME
2017-11-03
8,031
22,418
0.411747
0.551579
0.448421
0
ZYME
2017-11-10
9,433
19,930
0.614673
0.606484
0.393516
0
ZYME
2017-11-17
168,905
497,901
0.423831
0.662004
0.33066
0.007337
ZYME
2017-11-24
32,155
66,572
0.49628
0.586947
0.413053
0
ZYME
2017-12-01
29,090
61,680
0.470267
0.759362
0.237153
0.003485
ZYME
2017-12-08
43,758
106,950
0.487591
0.569246
0.430754
0
ZYME
2017-12-15
21,800
65,672
0.422534
0.469216
0.527248
0.003536
ZYME
2017-12-22
15,253
36,794
0.531052
0.479198
0.520802
0
ZYME
2017-12-29
22,379
56,451
0.618065
0.640187
0.354936
0.004877
ZYME
2018-01-05
10,468
39,047
0.528665
0.409288
0.575602
0.01511
ZYME
2018-01-12
28,641
84,312
0.534957
0.600297
0.398464
0.001239
ZYME
2018-01-19
36,475
86,411
0.578391
0.65674
0.292759
0.050502
ZYME
2018-01-26
59,260
152,780
0.639158
0.695586
0.303571
0.000843
ZYME
2018-02-02
75,194
203,261
0.569168
0.617442
0.37545
0.007108
ZYME
2018-02-09
59,363
123,165
0.562595
0.660982
0.336655
0.002363
ZYME
2018-02-16
56,464
138,584
0.56106
0.63492
0.358613
0.006467
ZYME
2018-02-23
14,944
91,091
0.353119
0.598342
0.401658
0
ZYME
2018-03-02
14,744
53,192
0.457349
0.452199
0.547801
0
ZYME
2018-03-09
25,551
41,594
0.62239
0.611032
0.327075
0.061893
ZYME
2018-03-16
35,328
84,215
0.60386
0.627386
0.288746
0.083867
ZYME
2018-03-23
51,708
148,293
0.481491
0.633586
0.366414
0
ZYME
2018-03-30
62,543
114,315
0.59063
0.651502
0.3472
0.001298
ZYME
2018-04-06
29,076
73,716
0.623819
0.511742
0.479124
0.009134
ZYME
2018-04-13
50,144
143,702
0.579578
0.6183
0.379534
0.002166
ZYME
2018-04-20
70,456
132,100
0.683556
0.648703
0.350828
0.000469
ZYME
2018-04-27
189,728
438,426
0.523671
0.55703
0.364704
0.078267
ZYME
2018-05-04
106,058
222,952
0.451293
0.595856
0.393633
0.010511
ZYME
2018-05-11
51,997
157,406
0.452101
0.60935
0.379706
0.010944
ZYME
2018-05-18
200,591
598,088
0.337956
0.646755
0.344238
0.009007
ZYME
2018-05-25
333,206
1,089,526
0.405844
0.517238
0.469729
0.013033
ZYME
2018-06-01
774,320
1,618,714
0.477666
0.641628
0.352389
0.005983
ZYME
2018-06-08
917,769
2,798,310
0.412833
0.690345
0.302272
0.007383
ZYME
2018-06-15
314,935
730,823
0.393745
0.656482
0.335525
0.007992
ZYME
2018-06-22
322,766
737,219
0.474055
0.617809
0.376644
0.005547
ZYME
2018-06-29
212,767
491,837
0.48845
0.517085
0.478184
0.004732
ZYME
2018-07-06
122,444
319,142
0.49525
0.652605
0.342978
0.004417
ZYME
2018-07-13
99,156
273,332
0.491107
0.465698
0.519762
0.01454
ZYME
2018-07-20
204,577
471,623
0.507934
0.624611
0.370643
0.004746
ZYME
2018-07-27
253,576
496,771
0.569854
0.590412
0.397569
0.01202
ZYME
2018-08-03
277,195
586,111
0.517068
0.65141
0.339315
0.009275
ZYME
2018-08-10
185,242
386,249
0.484384
0.583686
0.408361
0.007953
ZYME
2018-08-17
107,339
322,280
0.399866
0.654964
0.333957
0.011079
ZYME
2018-08-24
96,090
300,181
0.429505
0.522382
0.471183
0.006435
ZYME
2018-08-31
65,258
221,589
0.358868
0.566032
0.42522
0.008748
ZYME
2018-09-07
117,816
396,621
0.387284
0.581949
0.405728
0.012323
ZYME
2018-09-14
230,928
574,770
0.339985
0.47049
0.52539
0.004121
ZYME
2018-09-21
364,576
728,895
0.495409
0.60521
0.392432
0.002359
ZYME
2018-09-28
218,756
413,198
0.552865
0.589443
0.406083
0.004474
ZYME
2018-10-05
207,344
365,505
0.512491
0.485043
0.508045
0.006912
ZYME
2018-10-12
191,021
536,258
0.461378
0.631894
0.362297
0.005809
ZYME
2018-10-19
93,966
197,808
0.449352
0.511334
0.48367
0.004996
ZYME
2018-10-26
183,791
341,559
0.525163
0.550092
0.442926
0.006982
ZYME
2018-11-02
141,247
308,909
0.48786
0.589813
0.3979
0.012287
ZYME
2018-11-09
199,962
397,009
0.508327
0.614136
0.32215
0.063714
ZYME
2018-11-16
137,715
242,310
0.633488
0.506183
0.423488
0.070328
ZYME
2018-11-23
76,521
155,328
0.495936
0.483959
0.484006
0.032035
ZYME
2018-11-30
290,191
967,713
0.375647
0.50939
0.436059
0.054551
ZYME
2018-12-07
148,732
384,150
0.480342
0.587814
0.381683
0.030503
ZYME
2018-12-14
209,222
679,293
0.443448
0.557347
0.412154
0.0305
ZYME
2018-12-21
386,912
1,115,834
0.465111
0.668884
0.30624
0.024876
ZYME
2018-12-28
192,007
351,211
0.631195
0.552799
0.426935
0.020266
ZYME
2019-01-04
304,739
560,688
0.557328
0.63903
0.347256
0.013714
ZYME
2019-01-11
229,997
564,316
0.477629
0.618115
0.3516
0.030284
ZYME
2019-01-18
259,518
1,628,715
0.520504
0.59926
0.371742
0.028997
ZYME
2019-01-25
154,238
231,392
0.713922
0.436724
0.535701
0.027576
ZYME
2019-02-01
175,590
582,212
0.581046
0.51223
0.464457
0.023313
ZYME
2019-02-08
122,854
197,428
0.622969
0.588485
0.390425
0.02109
ZYME
2019-02-15
114,429
211,070
0.617629
0.502894
0.466498
0.030607
ZYME
2019-02-22
166,751
307,246
0.589577
0.605746
0.343264
0.05099
ZYME
2019-03-01
199,644
340,442
0.660418
0.538111
0.378097
0.083792
ZYME
2019-03-08
264,217
496,968
0.586222
0.575386
0.415039
0.009575
ZYME
2019-03-15
315,504
672,174
0.484256
0.5193
0.468223
0.012477
ZYME
2019-03-22
164,925
374,920
0.453955
0.50502
0.483663
0.011317
ZYME
2019-03-29
191,674
416,375
0.51396
0.626128
0.367895
0.005976