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
ZYNE
2023-05-12
359,667
753,122
0.336939
0.873805
0.114759
0.011437
ZYNE
2023-05-19
535,791
1,197,045
0.390203
0.953986
0.04231
0.003703
ZYNE
2023-05-26
245,860
451,492
0.62227
0.894024
0.079644
0.026332
ZYNE
2023-06-02
471,876
925,457
0.625784
0.947291
0.049504
0.003206
ZYNE
2023-06-09
233,581
503,523
0.60436
0.950368
0.049364
0.000269
ZYNE
2023-06-16
175,330
353,501
0.540954
0.917803
0.082197
0
ZYNE
2023-06-23
249,817
429,803
0.469077
0.931265
0.068735
0
ZYNE
2023-06-30
243,101
432,907
0.612254
0.558885
0.441115
0
ZYNE
2023-07-07
7,667
26,090
0.375024
0.108194
0.891806
0
ZYNE
2023-07-14
41,462
92,389
0.337404
0.125861
0.874139
0
ZYNE
2023-07-21
47,659
98,383
0.508321
0.153488
0.846512
0
ZYNE
2023-07-28
3,486
18,296
0.364927
0.280634
0.719366
0
ZYNE
2023-08-04
908
13,313
0.113041
null
null
null
ZYNE
2023-08-11
2,610
20,479
0.16355
0.109091
0.890909
0
ZYNE
2023-08-18
1,708,453
3,308,262
0.398985
0.054022
0.945828
0.00015
ZYNE
2023-08-25
116,316
929,937
0.348443
0.082763
0.917237
0
ZYNE
2023-09-01
149,196
641,040
0.452217
0.036353
0.963647
0
ZYNE
2023-09-08
79,871
542,907
0.361946
0.101676
0.898324
0
ZYNE
2023-09-15
248,051
687,403
0.343069
0.088353
0.910993
0.000654
ZYNE
2023-09-22
327,629
909,018
0.451138
0.10661
0.883343
0.010047
ZYNE
2023-09-29
324,733
627,684
0.528518
0.053203
0.931904
0.014892
ZYNE
2023-10-06
315,663
827,705
0.560928
0.154525
0.839436
0.00604
ZYNE
2023-10-13
159,778
363,130
0.508477
0.015264
0.958648
0.026088
ZYXI
2013-04-05
15,057
28,824
0.544289
1
0
0
ZYXI
2013-04-12
12,000
41,900
0.259172
1
0
0
ZYXI
2013-04-19
6,400
31,700
0.201893
1
0
0
ZYXI
2013-05-10
18,806
119,663
0.217807
1
0
0
ZYXI
2013-05-17
66,500
121,440
0.454633
1
0
0
ZYXI
2013-05-24
15,900
44,987
0.42639
1
0
0
ZYXI
2013-05-31
1,440
27,080
0.163014
1
0
0
ZYXI
2013-06-07
600
3,900
0.317568
1
0
0
ZYXI
2013-06-14
500
967
0.517063
1
0
0
ZYXI
2013-06-21
30,577
43,517
0.555018
1
0
0
ZYXI
2013-06-28
2,127
9,620
0.402905
1
0
0
ZYXI
2013-07-05
4,777
4,777
1
1
0
0
ZYXI
2013-07-12
14,864
76,631
0.186963
1
0
0
ZYXI
2013-07-19
13,832
57,659
0.107377
1
0
0
ZYXI
2013-07-26
5,400
21,257
0.301714
1
0
0
ZYXI
2013-08-02
18,500
39,500
0.51846
1
0
0
ZYXI
2013-08-09
141,764
244,814
0.594053
1
0
0
ZYXI
2013-08-16
29,333
56,060
0.666175
1
0
0
ZYXI
2013-08-23
37,859
150,538
0.269487
1
0
0
ZYXI
2013-08-30
5,567
21,427
0.610836
1
0
0
ZYXI
2013-09-06
14,320
25,100
0.499557
1
0
0
ZYXI
2013-09-13
17,220
63,986
0.282412
1
0
0
ZYXI
2013-09-20
378
13,554
0.027888
1
0
0
ZYXI
2013-09-27
18,622
37,777
0.6552
1
0
0
ZYXI
2013-10-04
1,500
93,700
0.016009
1
0
0
ZYXI
2013-10-11
70,052
265,554
0.339339
1
0
0
ZYXI
2013-10-18
59,600
141,077
0.695475
1
0
0
ZYXI
2013-10-25
39,000
143,177
0.448171
1
0
0
ZYXI
2013-11-01
12,450
72,447
0.348826
1
0
0
ZYXI
2013-11-08
5,500
32,916
0.570498
1
0
0
ZYXI
2013-11-15
102,248
188,225
0.543222
1
0
0
ZYXI
2013-11-22
78,328
234,550
0.574867
1
0
0
ZYXI
2013-11-29
32,647
51,704
0.287703
1
0
0
ZYXI
2013-12-06
48,563
119,706
0.455784
1
0
0
ZYXI
2013-12-13
6,900
187,077
0.180045
1
0
0
ZYXI
2013-12-20
8,434
30,131
0.421088
1
0
0
ZYXI
2013-12-27
47,959
116,159
0.39459
1
0
0
ZYXI
2014-01-03
6,234
54,906
0.18776
1
0
0
ZYXI
2014-01-10
19,977
42,054
0.555583
1
0
0
ZYXI
2014-01-17
25,500
147,552
0.148975
1
0
0
ZYXI
2014-01-24
1,224
49,525
0.253663
1
0
0
ZYXI
2014-01-31
25,220
68,331
0.35145
1
0
0
ZYXI
2014-02-07
4,750
15,554
0.471438
1
0
0
ZYXI
2014-02-14
13,777
20,854
0.754277
1
0
0
ZYXI
2014-02-28
5,000
7,777
0.642921
1
0
0
ZYXI
2014-03-07
20,277
83,054
0.174443
1
0
0
ZYXI
2014-03-14
59,500
152,385
0.437841
1
0
0
ZYXI
2014-03-21
32,277
33,054
0.962197
1
0
0
ZYXI
2014-03-28
52,526
113,624
0.444563
1
0
0
ZYXI
2014-04-04
38,441
67,962
0.67632
1
0
0
ZYXI
2014-04-11
17,792
18,854
0.909928
1
0
0
ZYXI
2014-04-18
831
19,442
0.096904
1
0
0
ZYXI
2014-04-25
101
30,727
0.003287
1
0
0
ZYXI
2014-05-09
55
7,777
0.007072
1
0
0
ZYXI
2014-05-16
16,872
31,776
0.459136
1
0
0
ZYXI
2014-05-23
82,452
196,441
0.599624
1
0
0
ZYXI
2014-05-30
4,800
26,513
0.181043
1
0
0
ZYXI
2014-06-06
5,728
6,777
0.890203
1
0
0
ZYXI
2014-06-13
38,510
75,754
0.494093
1
0
0
ZYXI
2014-06-20
27,076
161,959
0.142254
1
0
0
ZYXI
2014-06-27
15,992
151,056
0.1647
1
0
0
ZYXI
2014-07-04
7,877
40,577
0.462445
1
0
0
ZYXI
2014-07-11
2,227
53,604
0.031083
1
0
0
ZYXI
2014-07-18
72,831
243,746
0.471896
1
0
0
ZYXI
2014-07-25
87,485
258,408
0.308329
1
0
0
ZYXI
2014-08-01
5,854
15,554
0.479494
1
0
0
ZYXI
2014-08-08
27,193
68,683
0.573769
1
0
0
ZYXI
2014-08-15
260
260
1
1
0
0
ZYXI
2014-08-22
10,224
22,283
0.240987
1
0
0
ZYXI
2014-08-29
12,000
40,000
0.3
1
0
0
ZYXI
2014-09-05
15,000
16,901
0.887521
1
0
0
ZYXI
2014-09-12
30,352
56,858
0.467795
1
0
0
ZYXI
2014-09-19
58,833
132,088
0.372831
1
0
0
ZYXI
2014-09-26
52,981
121,065
0.428432
1
0
0
ZYXI
2014-10-03
39,174
50,001
0.592155
1
0
0
ZYXI
2014-10-10
2,577
5,504
0.598563
1
0
0
ZYXI
2014-10-17
202
452
0.446903
1
0
0