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
2021-01-29
2,618,314
5,789,314
0.551878
0.550152
0.44111
0.008738
ZYNE
2021-02-05
42,023,271
102,177,929
0.564668
0.741057
0.253556
0.005387
ZYNE
2021-02-12
24,004,388
71,229,858
0.440839
0.818691
0.175037
0.006272
ZYNE
2021-02-19
6,481,244
19,967,851
0.453137
0.803494
0.192825
0.003681
ZYNE
2021-02-26
2,866,654
9,418,284
0.474731
0.737273
0.214473
0.048254
ZYNE
2021-03-05
2,498,345
7,377,425
0.485878
0.727182
0.266896
0.005922
ZYNE
2021-03-12
1,490,852
5,367,099
0.459387
0.727023
0.267398
0.005579
ZYNE
2021-03-19
3,728,726
10,521,904
0.474365
0.773529
0.219238
0.007234
ZYNE
2021-03-26
1,588,650
4,477,916
0.48733
0.720746
0.272715
0.006539
ZYNE
2021-04-02
1,013,868
2,742,395
0.513555
0.656506
0.329099
0.014395
ZYNE
2021-04-09
1,634,426
4,310,888
0.612331
0.66327
0.323617
0.013113
ZYNE
2021-04-16
1,771,304
5,213,041
0.60559
0.608533
0.378801
0.012667
ZYNE
2021-04-23
1,844,046
4,731,700
0.616322
0.68444
0.300784
0.014776
ZYNE
2021-04-30
1,110,845
3,725,827
0.573366
0.648122
0.328907
0.022971
ZYNE
2021-05-07
2,152,777
6,088,920
0.595666
0.525403
0.359997
0.1146
ZYNE
2021-05-14
3,428,897
7,766,432
0.58526
0.601323
0.269345
0.129332
ZYNE
2021-05-21
1,073,134
4,629,653
0.491545
0.637413
0.342208
0.02038
ZYNE
2021-05-28
2,666,542
7,596,048
0.588353
0.698308
0.282388
0.019304
ZYNE
2021-06-04
1,675,696
5,224,184
0.531355
0.722985
0.253371
0.023644
ZYNE
2021-06-11
1,860,096
6,586,268
0.460034
0.742998
0.233924
0.023078
ZYNE
2021-06-18
877,017
2,529,202
0.467514
0.657975
0.307138
0.034887
ZYNE
2021-06-25
817,527
2,768,674
0.521597
0.641375
0.331838
0.026786
ZYNE
2021-07-02
1,000,572
2,827,175
0.469038
0.603136
0.31715
0.079714
ZYNE
2021-07-09
450,667
1,188,944
0.465877
0.689025
0.281969
0.029006
ZYNE
2021-07-16
539,237
1,434,896
0.466276
0.598806
0.312217
0.088977
ZYNE
2021-07-23
277,369
873,577
0.395154
0.621101
0.333562
0.045337
ZYNE
2021-07-30
693,763
2,269,786
0.607117
0.606553
0.357129
0.036318
ZYNE
2021-08-06
631,747
6,056,521
0.619751
0.644177
0.32999
0.025833
ZYNE
2021-08-13
1,820,194
15,613,487
0.585136
0.668376
0.315669
0.015955
ZYNE
2021-08-20
946,225
5,666,769
0.561113
0.697151
0.288422
0.014427
ZYNE
2021-08-27
955,370
14,447,461
0.527732
0.592508
0.378281
0.029211
ZYNE
2021-09-03
1,342,559
18,353,065
0.551534
0.588304
0.381356
0.03034
ZYNE
2021-09-10
732,876
5,615,879
0.559249
0.587809
0.326103
0.086088
ZYNE
2021-09-17
549,765
4,081,797
0.356517
0.556006
0.364727
0.079267
ZYNE
2021-09-24
645,439
5,248,157
0.581013
0.529366
0.438552
0.032082
ZYNE
2021-10-01
722,143
4,895,010
0.583418
0.521353
0.437273
0.041374
ZYNE
2021-10-08
1,013,212
3,453,117
0.641558
0.570964
0.40716
0.021876
ZYNE
2021-10-15
580,283
2,230,295
0.610611
0.447745
0.519555
0.0327
ZYNE
2021-10-22
1,703,229
9,194,373
0.612043
0.531709
0.453144
0.015147
ZYNE
2021-10-29
995,697
3,444,775
0.621144
0.440748
0.462483
0.096769
ZYNE
2021-11-05
1,278,027
5,074,457
0.604404
0.535958
0.43729
0.026752
ZYNE
2021-11-12
2,021,895
11,640,240
0.634371
0.504749
0.477241
0.01801
ZYNE
2021-11-19
1,388,476
4,082,543
0.659084
0.450883
0.525186
0.023931
ZYNE
2021-11-26
978,578
4,879,903
0.660574
0.439346
0.538558
0.022096
ZYNE
2021-12-03
1,022,361
5,103,965
0.679479
0.552433
0.42504
0.022527
ZYNE
2021-12-10
808,962
1,755,808
0.6291
0.550202
0.433906
0.015892
ZYNE
2021-12-17
762,357
1,284,391
0.653411
0.478973
0.492843
0.028184
ZYNE
2021-12-24
445,666
818,087
0.621824
0.411929
0.504589
0.083482
ZYNE
2021-12-31
1,128,395
2,161,333
0.650749
0.508513
0.471743
0.019744
ZYNE
2022-01-07
838,788
1,791,859
0.538449
0.525809
0.448967
0.025224
ZYNE
2022-01-14
1,117,218
2,208,881
0.677569
0.474054
0.502409
0.023537
ZYNE
2022-01-21
658,095
1,267,880
0.602745
0.583294
0.396727
0.019978
ZYNE
2022-01-28
1,173,131
1,993,123
0.603679
0.582169
0.397137
0.020694
ZYNE
2022-02-04
1,095,779
1,559,079
0.751031
0.436881
0.53808
0.025039
ZYNE
2022-02-11
615,184
1,135,116
0.626181
0.543095
0.443117
0.013789
ZYNE
2022-02-18
529,072
921,511
0.613289
0.595815
0.380323
0.023862
ZYNE
2022-02-25
368,638
739,978
0.483321
0.521664
0.460466
0.01787
ZYNE
2022-03-04
573,942
1,011,454
0.57615
0.662288
0.325639
0.012072
ZYNE
2022-03-11
534,518
943,358
0.549632
0.614272
0.358539
0.027189
ZYNE
2022-03-18
551,081
1,041,037
0.574414
0.597336
0.377515
0.025149
ZYNE
2022-03-25
708,256
1,592,999
0.536473
0.692044
0.287673
0.020283
ZYNE
2022-04-01
1,001,405
1,974,900
0.596542
0.656486
0.315308
0.028206
ZYNE
2022-04-08
485,785
858,175
0.612923
0.716994
0.263664
0.019342
ZYNE
2022-04-15
278,304
533,373
0.599966
0.597022
0.385172
0.017806
ZYNE
2022-04-22
361,650
602,411
0.643087
0.666029
0.317805
0.016166
ZYNE
2022-04-29
262,495
511,642
0.567226
0.633386
0.336857
0.029756
ZYNE
2022-05-06
188,938
456,086
0.477952
0.757379
0.220371
0.02225
ZYNE
2022-05-13
703,189
1,438,086
0.533366
0.747894
0.239967
0.01214
ZYNE
2022-05-20
429,828
996,411
0.451988
0.851695
0.12827
0.020035
ZYNE
2022-05-27
338,518
699,114
0.471488
0.85527
0.107377
0.037353
ZYNE
2022-06-03
232,156
445,001
0.516784
0.78432
0.174148
0.041532
ZYNE
2022-06-10
6,019,067
10,199,448
0.668859
0.808852
0.16898
0.022167
ZYNE
2022-06-17
502,720
943,768
0.618219
0.85
0.142973
0.007028
ZYNE
2022-06-24
528,168
1,075,598
0.66977
0.868158
0.127778
0.004064
ZYNE
2022-07-01
604,683
1,154,713
0.679168
0.782492
0.211192
0.006316
ZYNE
2022-07-08
409,773
800,837
0.633392
0.831595
0.162623
0.005782
ZYNE
2022-07-15
503,550
966,305
0.640598
0.867901
0.12676
0.005339
ZYNE
2022-07-22
844,503
1,884,671
0.486848
0.821642
0.143041
0.035317
ZYNE
2022-07-29
448,082
889,392
0.643059
0.820759
0.16673
0.012511
ZYNE
2022-08-05
665,700
1,443,074
0.722459
0.839829
0.143436
0.016734
ZYNE
2022-08-12
1,031,792
1,831,577
0.684469
0.846229
0.131864
0.021907
ZYNE
2022-08-19
717,013
2,090,032
0.482132
0.774884
0.19827
0.026846
ZYNE
2022-08-26
369,249
708,124
0.716771
0.875255
0.100954
0.023791
ZYNE
2022-09-02
430,195
912,205
0.547286
0.825401
0.162384
0.012215
ZYNE
2022-09-09
464,022
1,012,822
0.649321
0.828429
0.150867
0.020704
ZYNE
2022-09-16
508,010
1,179,040
0.594217
0.804653
0.167031
0.028316
ZYNE
2022-09-23
524,314
1,157,077
0.624961
0.827575
0.149902
0.022523
ZYNE
2022-09-30
630,645
1,308,643
0.705816
0.693646
0.188902
0.117452
ZYNE
2022-10-07
472,240
1,166,592
0.339002
0.778752
0.14162
0.079628
ZYNE
2022-10-14
233,061
571,603
0.424904
0.788182
0.15278
0.059038
ZYNE
2022-10-21
284,831
494,813
0.396208
0.9457
0.051591
0.002709
ZYNE
2022-10-28
185,195
441,418
0.345775
0.851833
0.123842
0.024325
ZYNE
2022-11-04
188,178
465,011
0.440943
0.80966
0.159878
0.030462
ZYNE
2022-11-11
446,277
846,929
0.416143
0.869894
0.107145
0.022961
ZYNE
2022-11-18
1,108,215
1,904,645
0.478674
0.857338
0.083691
0.058971
ZYNE
2022-11-25
241,611
541,255
0.556848
0.861258
0.104333
0.034409
ZYNE
2022-12-02
293,810
661,810
0.518599
0.910891
0.072172
0.016937
ZYNE
2022-12-09
462,164
1,031,492
0.495486
0.928518
0.052298
0.019184
ZYNE
2022-12-16
374,623
698,546
0.515071
0.790117
0.173144
0.036739
ZYNE
2022-12-23
455,456
1,255,026
0.542803
0.895507
0.087731
0.016762