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
ACET
2016-06-10
172,228
317,912
0.569874
0.673818
0.27813
0.048052
ACET
2016-06-17
425,111
616,333
0.690957
0.644158
0.191936
0.163905
ACET
2016-06-24
240,432
512,827
0.526993
0.732172
0.23042
0.037409
ACET
2016-07-01
295,632
545,608
0.567718
0.739717
0.176732
0.083551
ACET
2016-07-08
413,590
555,454
0.759415
0.613133
0.348844
0.038024
ACET
2016-07-15
202,503
305,564
0.673443
0.707182
0.266217
0.026601
ACET
2016-07-22
235,971
388,773
0.636385
0.789294
0.178402
0.032304
ACET
2016-07-29
137,436
232,304
0.64503
0.70469
0.277928
0.017382
ACET
2016-08-05
159,313
276,656
0.596118
0.689558
0.217849
0.092593
ACET
2016-08-12
172,526
378,470
0.445032
0.681701
0.272661
0.045638
ACET
2016-08-19
144,963
503,594
0.34575
0.74638
0.226102
0.027517
ACET
2016-08-26
1,082,161
2,514,968
0.409942
0.699372
0.269857
0.03077
ACET
2016-09-02
705,429
1,877,816
0.437568
0.760417
0.218452
0.021131
ACET
2016-09-09
377,313
871,356
0.564396
0.664117
0.311144
0.024739
ACET
2016-09-16
309,653
923,629
0.428971
0.743155
0.236286
0.020559
ACET
2016-09-23
271,856
493,542
0.574819
0.692798
0.289384
0.017818
ACET
2016-09-30
343,502
595,042
0.615956
0.667521
0.302871
0.029608
ACET
2016-10-07
305,803
457,235
0.70463
0.70317
0.269177
0.027653
ACET
2016-10-14
198,248
337,826
0.580412
0.712651
0.252994
0.034355
ACET
2016-10-21
198,517
478,736
0.528982
0.652867
0.323664
0.023469
ACET
2016-10-28
188,823
299,640
0.552075
0.808476
0.147264
0.04426
ACET
2016-11-04
553,042
991,515
0.607936
0.792138
0.182662
0.0252
ACET
2016-11-11
411,563
1,151,525
0.44346
0.685563
0.296136
0.018301
ACET
2016-11-18
410,104
647,492
0.642713
0.693875
0.216695
0.08943
ACET
2016-11-25
210,250
296,930
0.767667
0.770965
0.20264
0.026395
ACET
2016-12-02
542,848
739,885
0.740604
0.70942
0.201117
0.089463
ACET
2016-12-09
336,650
639,934
0.598317
0.718189
0.264394
0.017417
ACET
2016-12-16
391,863
913,075
0.543051
0.756403
0.204826
0.038772
ACET
2016-12-23
424,930
800,486
0.666281
0.755042
0.214798
0.03016
ACET
2016-12-30
246,147
384,915
0.68019
0.744234
0.202755
0.053011
ACET
2017-01-06
507,982
738,341
0.70094
0.722543
0.218932
0.058525
ACET
2017-01-13
721,818
1,034,339
0.623455
0.78361
0.194952
0.021438
ACET
2017-01-20
423,224
703,099
0.61083
0.695151
0.281245
0.023603
ACET
2017-01-27
499,914
696,096
0.762815
0.659794
0.282351
0.057855
ACET
2017-02-03
1,627,877
3,184,137
0.659216
0.737012
0.229317
0.033671
ACET
2017-02-10
1,211,373
2,408,521
0.55221
0.70087
0.189402
0.109728
ACET
2017-02-17
539,134
824,434
0.665074
0.719015
0.184983
0.096001
ACET
2017-02-24
183,829
313,454
0.570639
0.673317
0.229245
0.097438
ACET
2017-03-03
390,562
957,503
0.525087
0.745906
0.214025
0.040069
ACET
2017-03-10
321,605
470,299
0.678579
0.760184
0.211022
0.028794
ACET
2017-03-17
276,015
452,186
0.624429
0.723521
0.243738
0.032741
ACET
2017-03-24
338,698
506,910
0.659607
0.706055
0.275526
0.018419
ACET
2017-03-31
619,075
1,079,428
0.697338
0.763683
0.209104
0.027214
ACET
2017-04-07
639,906
868,487
0.731717
0.765683
0.210768
0.023549
ACET
2017-04-14
275,810
396,317
0.694505
0.725894
0.249869
0.024237
ACET
2017-04-21
196,166
323,800
0.710608
0.735225
0.234795
0.02998
ACET
2017-04-28
319,013
482,866
0.684063
0.701146
0.278227
0.020627
ACET
2017-05-05
493,762
877,755
0.699262
0.797697
0.176921
0.025381
ACET
2017-05-12
615,495
913,109
0.697347
0.776674
0.187498
0.035828
ACET
2017-05-19
310,541
503,355
0.688252
0.731366
0.238507
0.030127
ACET
2017-05-26
311,626
414,551
0.722828
0.747302
0.210649
0.042049
ACET
2017-06-02
126,908
301,951
0.513373
0.655665
0.326616
0.017718
ACET
2017-06-09
158,120
396,469
0.618759
0.651904
0.315268
0.032828
ACET
2017-06-16
205,433
343,336
0.671084
0.708564
0.271877
0.01956
ACET
2017-06-23
193,103
386,764
0.663001
0.759259
0.227761
0.01298
ACET
2017-06-30
346,026
490,631
0.688955
0.822277
0.162191
0.015532
ACET
2017-07-07
212,903
308,386
0.714869
0.715428
0.260864
0.023709
ACET
2017-07-14
162,143
233,673
0.710593
0.700488
0.272053
0.02746
ACET
2017-07-21
171,403
296,978
0.687454
0.740707
0.239372
0.019922
ACET
2017-07-28
234,746
318,672
0.724385
0.6727
0.307401
0.019899
ACET
2017-08-04
283,002
452,280
0.672134
0.703765
0.265715
0.03052
ACET
2017-08-11
219,606
477,964
0.714112
0.69663
0.276034
0.027336
ACET
2017-08-18
194,826
269,404
0.779571
0.67772
0.293289
0.028991
ACET
2017-08-25
844,253
1,610,085
0.684622
0.768037
0.211278
0.020685
ACET
2017-09-01
1,212,189
2,313,299
0.624925
0.786428
0.200387
0.013185
ACET
2017-09-08
819,518
1,666,046
0.606917
0.744263
0.239152
0.016585
ACET
2017-09-15
896,305
1,787,863
0.609158
0.740065
0.234499
0.025436
ACET
2017-09-22
445,384
1,244,999
0.417085
0.801005
0.183982
0.015014
ACET
2017-09-29
483,023
1,458,290
0.380023
0.668496
0.239183
0.092321
ACET
2017-10-06
292,091
867,825
0.415231
0.730319
0.249683
0.019998
ACET
2017-10-13
296,585
801,487
0.434024
0.481054
0.404544
0.114402
ACET
2017-10-20
353,546
939,814
0.457102
0.540907
0.427823
0.03127
ACET
2017-10-27
274,247
604,320
0.433845
0.620774
0.361484
0.017742
ACET
2017-11-03
1,126,142
2,334,821
0.558185
0.698788
0.284245
0.016967
ACET
2017-11-10
639,139
1,516,879
0.523526
0.665148
0.316866
0.017986
ACET
2017-11-17
503,700
1,134,192
0.492021
0.678701
0.303573
0.017727
ACET
2017-11-24
293,525
656,834
0.438543
0.589659
0.38955
0.020791
ACET
2017-12-01
411,844
988,697
0.470466
0.666895
0.306431
0.026674
ACET
2017-12-08
375,993
913,128
0.471808
0.785984
0.192546
0.02147
ACET
2017-12-15
449,259
933,575
0.481608
0.734777
0.242504
0.022719
ACET
2017-12-22
385,389
769,697
0.460803
0.80897
0.17717
0.01386
ACET
2017-12-29
238,108
539,764
0.470233
0.794796
0.176098
0.029106
ACET
2018-01-05
340,885
708,537
0.518461
0.751956
0.149965
0.098079
ACET
2018-01-12
332,571
803,788
0.408102
0.81812
0.160659
0.021221
ACET
2018-01-19
236,303
504,019
0.492542
0.687965
0.22407
0.087965
ACET
2018-01-26
264,335
765,056
0.433949
0.753182
0.218039
0.028779
ACET
2018-02-02
1,790,143
3,011,836
0.510917
0.827724
0.15058
0.021696
ACET
2018-02-09
1,706,158
4,239,639
0.537445
0.796762
0.175962
0.027276
ACET
2018-02-16
712,480
1,906,118
0.47017
0.719631
0.266879
0.01349
ACET
2018-02-23
467,139
1,096,340
0.489778
0.715485
0.262838
0.021677
ACET
2018-03-02
404,264
790,611
0.575621
0.713297
0.270514
0.016189
ACET
2018-03-09
457,388
852,314
0.580551
0.661916
0.19701
0.141074
ACET
2018-03-16
449,544
784,105
0.587319
0.538744
0.314101
0.147155
ACET
2018-03-23
406,327
724,200
0.556603
0.675461
0.298008
0.026531
ACET
2018-03-30
578,084
1,073,567
0.581827
0.797853
0.182558
0.019589
ACET
2018-04-06
511,357
1,275,976
0.507323
0.760035
0.211623
0.028342
ACET
2018-04-13
567,472
1,749,828
0.405955
0.700692
0.269143
0.030165
ACET
2018-04-20
4,136,615
8,055,423
0.333797
0.780425
0.206503
0.013072
ACET
2018-04-27
2,612,690
4,555,200
0.60293
0.688766
0.201261
0.109973
ACET
2018-05-04
1,931,582
3,911,903
0.495819
0.750382
0.23448
0.015138