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
2017-03-31
666,090
1,419,116
0.52977
0.847046
0.138301
0.014653
ZYNE
2017-04-07
578,860
1,268,607
0.511466
0.805035
0.176662
0.018302
ZYNE
2017-04-14
1,016,125
2,530,080
0.47254
0.810449
0.167567
0.021984
ZYNE
2017-04-21
435,658
1,036,948
0.462668
0.847244
0.127295
0.025461
ZYNE
2017-04-28
615,785
1,302,234
0.494685
0.868837
0.121846
0.009317
ZYNE
2017-05-05
594,525
1,252,531
0.54485
0.842245
0.147638
0.010116
ZYNE
2017-05-12
742,222
1,347,623
0.556901
0.839933
0.149738
0.010329
ZYNE
2017-05-19
672,524
1,191,002
0.619756
0.85018
0.138606
0.011214
ZYNE
2017-05-26
505,965
951,793
0.604281
0.786118
0.144236
0.069647
ZYNE
2017-06-02
501,135
812,522
0.570226
0.864334
0.125658
0.010008
ZYNE
2017-06-09
634,013
1,272,285
0.553294
0.78549
0.192886
0.021624
ZYNE
2017-06-16
650,063
1,302,322
0.527519
0.886439
0.106058
0.007503
ZYNE
2017-06-23
675,756
1,351,403
0.532295
0.839704
0.149602
0.010694
ZYNE
2017-06-30
985,882
1,860,552
0.530018
0.849532
0.145552
0.004916
ZYNE
2017-07-07
366,978
647,924
0.591801
0.827967
0.163395
0.008638
ZYNE
2017-07-14
787,908
1,455,575
0.586339
0.863141
0.121953
0.014906
ZYNE
2017-07-21
855,949
1,697,303
0.60627
0.846772
0.13886
0.014368
ZYNE
2017-07-28
1,049,328
1,845,064
0.621174
0.848785
0.13662
0.014595
ZYNE
2017-08-04
1,738,668
3,618,924
0.560654
0.854393
0.133863
0.011744
ZYNE
2017-08-11
5,564,098
13,425,697
0.469026
0.835363
0.156305
0.008332
ZYNE
2017-08-18
2,511,087
5,520,576
0.522902
0.881598
0.109376
0.009026
ZYNE
2017-08-25
991,711
2,195,588
0.413438
0.900455
0.090808
0.008737
ZYNE
2017-09-01
573,905
1,256,048
0.543516
0.894215
0.092435
0.01335
ZYNE
2017-09-08
393,521
998,506
0.492826
0.887593
0.104204
0.008203
ZYNE
2017-09-15
519,991
982,866
0.586583
0.902854
0.090525
0.006621
ZYNE
2017-09-22
661,263
1,210,324
0.552073
0.906881
0.085961
0.007158
ZYNE
2017-09-29
7,297,347
12,219,434
0.63654
0.840284
0.123329
0.036387
ZYNE
2017-10-06
2,254,092
4,570,842
0.596417
0.873596
0.121305
0.005099
ZYNE
2017-10-13
1,169,361
2,059,104
0.661659
0.857232
0.09492
0.047848
ZYNE
2017-10-20
508,723
1,024,493
0.543713
0.873214
0.117395
0.009392
ZYNE
2017-10-27
805,676
1,348,366
0.647136
0.880968
0.111227
0.007805
ZYNE
2017-11-03
505,598
1,089,733
0.576422
0.827428
0.159018
0.013554
ZYNE
2017-11-10
1,248,304
2,225,344
0.676519
0.852848
0.136243
0.010909
ZYNE
2017-11-17
1,262,979
2,369,094
0.641045
0.855975
0.136765
0.00726
ZYNE
2017-11-24
586,361
1,077,630
0.613998
0.864824
0.126166
0.00901
ZYNE
2017-12-01
674,222
1,145,414
0.671212
0.745745
0.232629
0.021626
ZYNE
2017-12-08
1,155,955
2,095,988
0.548086
0.843672
0.138905
0.017424
ZYNE
2017-12-15
408,698
928,924
0.484948
0.829665
0.149371
0.020964
ZYNE
2017-12-22
289,153
536,458
0.639721
0.886617
0.099024
0.014359
ZYNE
2017-12-29
382,205
645,139
0.7377
0.897113
0.09589
0.006997
ZYNE
2018-01-05
780,556
1,329,289
0.660201
0.798625
0.141612
0.059763
ZYNE
2018-01-12
644,537
1,180,065
0.544187
0.863274
0.127616
0.00911
ZYNE
2018-01-19
294,380
617,023
0.543101
0.805886
0.119659
0.074455
ZYNE
2018-01-26
772,037
1,599,919
0.57398
0.889818
0.101894
0.008288
ZYNE
2018-02-02
815,635
1,448,303
0.636139
0.895648
0.09657
0.007782
ZYNE
2018-02-09
466,613
785,323
0.661851
0.887445
0.104381
0.008175
ZYNE
2018-02-16
347,460
666,088
0.572413
0.889765
0.097871
0.012364
ZYNE
2018-02-23
343,317
622,953
0.674906
0.899585
0.094756
0.005658
ZYNE
2018-03-02
492,450
819,148
0.667843
0.879005
0.116589
0.004407
ZYNE
2018-03-09
859,579
1,452,421
0.570385
0.823615
0.087238
0.089147
ZYNE
2018-03-16
1,343,450
2,191,480
0.678726
0.79902
0.116377
0.084603
ZYNE
2018-03-23
361,557
622,805
0.530907
0.912076
0.082353
0.005571
ZYNE
2018-03-30
301,703
553,802
0.631122
0.895221
0.091252
0.013527
ZYNE
2018-04-06
613,600
984,453
0.679139
0.910981
0.082848
0.00617
ZYNE
2018-04-13
511,230
910,231
0.601232
0.906997
0.087555
0.005447
ZYNE
2018-04-20
742,301
1,230,596
0.608655
0.920656
0.071406
0.007938
ZYNE
2018-04-27
408,096
730,600
0.641696
0.788803
0.107639
0.103558
ZYNE
2018-05-04
259,807
425,109
0.697867
0.820919
0.168422
0.010659
ZYNE
2018-05-11
715,902
1,167,847
0.680868
0.862566
0.121769
0.015665
ZYNE
2018-05-18
393,382
681,853
0.663583
0.859438
0.131684
0.008878
ZYNE
2018-05-25
443,812
758,478
0.693269
0.859024
0.13349
0.007486
ZYNE
2018-06-01
318,810
544,877
0.71165
0.863257
0.131452
0.005291
ZYNE
2018-06-08
336,331
608,088
0.618976
0.861047
0.126009
0.012944
ZYNE
2018-06-15
322,452
622,374
0.59617
0.860201
0.132742
0.007058
ZYNE
2018-06-22
812,934
1,385,225
0.655263
0.784887
0.204367
0.010746
ZYNE
2018-06-29
503,303
927,630
0.51395
0.862024
0.119789
0.018187
ZYNE
2018-07-06
532,844
1,063,034
0.46848
0.923213
0.073158
0.003628
ZYNE
2018-07-13
358,167
624,825
0.586807
0.880875
0.115877
0.003248
ZYNE
2018-07-20
1,376,578
3,359,426
0.574965
0.876242
0.117372
0.006386
ZYNE
2018-07-27
1,012,076
2,393,213
0.526954
0.831374
0.152683
0.015943
ZYNE
2018-08-03
1,275,673
2,882,513
0.477888
0.85337
0.141781
0.004849
ZYNE
2018-08-10
812,893
1,740,427
0.514758
0.856077
0.122254
0.021669
ZYNE
2018-08-17
407,754
784,142
0.488397
0.883944
0.108368
0.007688
ZYNE
2018-08-24
604,170
1,252,568
0.463648
0.890664
0.106756
0.00258
ZYNE
2018-08-31
3,211,974
5,813,240
0.525613
0.882112
0.115766
0.002121
ZYNE
2018-09-07
667,309
1,199,143
0.58012
0.856342
0.141116
0.002541
ZYNE
2018-09-14
601,040
1,049,338
0.697553
0.841964
0.149687
0.00835
ZYNE
2018-09-21
2,413,141
4,108,156
0.622783
0.847255
0.148721
0.004025
ZYNE
2018-09-28
1,037,591
1,937,717
0.642617
0.806158
0.190592
0.00325
ZYNE
2018-10-05
855,459
1,508,791
0.651307
0.871135
0.12566
0.003204
ZYNE
2018-10-12
521,667
977,957
0.532313
0.836516
0.159558
0.003926
ZYNE
2018-10-19
791,592
1,372,416
0.590015
0.770895
0.22608
0.003025
ZYNE
2018-10-26
692,552
1,288,501
0.557762
0.871963
0.123963
0.004074
ZYNE
2018-11-02
697,840
1,363,971
0.497131
0.855915
0.132617
0.011468
ZYNE
2018-11-09
670,928
1,218,576
0.637104
0.767526
0.194881
0.037593
ZYNE
2018-11-16
523,876
905,938
0.603904
0.805445
0.138914
0.055642
ZYNE
2018-11-23
336,262
642,110
0.529215
0.866541
0.122356
0.011103
ZYNE
2018-11-30
691,646
1,272,209
0.618533
0.731408
0.251839
0.016753
ZYNE
2018-12-07
341,633
580,888
0.695142
0.762716
0.188946
0.048338
ZYNE
2018-12-14
397,452
698,801
0.732712
0.745106
0.231161
0.023733
ZYNE
2018-12-21
764,377
1,447,345
0.605937
0.805284
0.178099
0.016617
ZYNE
2018-12-28
616,583
1,008,557
0.686601
0.797596
0.190658
0.011746
ZYNE
2019-01-04
824,291
1,676,882
0.589366
0.85226
0.132006
0.015734
ZYNE
2019-01-11
640,333
1,144,822
0.561738
0.865609
0.120307
0.014084
ZYNE
2019-01-18
484,600
834,127
0.688024
0.880847
0.108397
0.010756
ZYNE
2019-01-25
311,556
491,455
0.625134
0.860692
0.131776
0.007532
ZYNE
2019-02-01
6,642,032
12,358,839
0.651921
0.83195
0.160224
0.007826
ZYNE
2019-02-08
3,980,936
6,968,347
0.702099
0.78053
0.207203
0.012267
ZYNE
2019-02-15
1,086,376
2,031,486
0.671929
0.755949
0.212584
0.031467
ZYNE
2019-02-22
2,479,848
5,049,094
0.706277
0.750814
0.197992
0.051195