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
2021-09-17
66,127
134,700
0.543367
0.723494
0.167099
0.109407
ACET
2021-09-24
95,619
254,202
0.452277
0.5025
0.20684
0.29066
ACET
2021-10-01
114,542
475,040
0.599424
0.654964
0.263643
0.081393
ACET
2021-10-08
96,829
161,668
0.683351
0.685081
0.227253
0.087666
ACET
2021-10-15
85,161
166,295
0.676925
0.741326
0.196665
0.06201
ACET
2021-10-22
134,142
225,534
0.788353
0.67253
0.22448
0.10299
ACET
2021-10-29
115,939
198,289
0.699784
0.653561
0.182389
0.16405
ACET
2021-11-05
66,683
182,643
0.67362
0.572259
0.316966
0.110775
ACET
2021-11-12
93,326
829,598
0.596435
0.765107
0.153091
0.081802
ACET
2021-11-19
59,282
170,933
0.464327
0.692574
0.227854
0.079572
ACET
2021-11-26
69,151
219,369
0.64379
0.731589
0.211544
0.056867
ACET
2021-12-03
175,358
1,593,399
0.53935
0.747806
0.19099
0.061204
ACET
2021-12-10
25,943,561
44,292,445
0.535417
0.712113
0.249317
0.03857
ACET
2021-12-17
592,383
1,718,414
0.457182
0.668525
0.27811
0.053366
ACET
2021-12-24
310,739
991,235
0.430117
0.669191
0.221846
0.108963
ACET
2021-12-31
281,349
646,499
0.468663
0.750816
0.163229
0.085955
ACET
2022-01-07
600,449
1,298,805
0.557418
0.67971
0.23968
0.08061
ACET
2022-01-14
387,179
716,381
0.552061
0.705581
0.238626
0.055793
ACET
2022-01-21
241,603
501,588
0.513003
0.606618
0.331637
0.061745
ACET
2022-01-28
289,634
461,846
0.639717
0.682559
0.269416
0.048024
ACET
2022-02-04
242,048
373,653
0.652415
0.684681
0.266484
0.048835
ACET
2022-02-11
366,357
641,286
0.614078
0.660184
0.30566
0.034155
ACET
2022-02-18
314,674
615,274
0.607974
0.670981
0.273988
0.055031
ACET
2022-02-25
260,165
397,102
0.589622
0.623262
0.335892
0.040846
ACET
2022-03-04
175,566
343,782
0.608204
0.598902
0.338235
0.062863
ACET
2022-03-11
221,983
470,483
0.538251
0.602069
0.340576
0.057355
ACET
2022-03-18
589,082
1,475,675
0.545656
0.637531
0.320922
0.041547
ACET
2022-03-25
250,819
584,474
0.610839
0.659231
0.283691
0.057078
ACET
2022-04-01
1,712,020
2,813,507
0.570399
0.764262
0.205159
0.030579
ACET
2022-04-08
365,464
637,799
0.639874
0.743936
0.218538
0.037525
ACET
2022-04-15
276,816
466,537
0.634809
0.712526
0.242002
0.045472
ACET
2022-04-22
492,525
832,929
0.659917
0.670385
0.292543
0.037072
ACET
2022-04-29
962,271
1,208,578
0.695782
0.735295
0.226235
0.03847
ACET
2022-05-06
868,359
1,823,548
0.571966
0.657365
0.316885
0.02575
ACET
2022-05-13
787,421
1,725,990
0.526652
0.52154
0.406241
0.072219
ACET
2022-05-20
369,386
1,125,930
0.479492
0.617386
0.324309
0.058306
ACET
2022-05-27
1,903,028
2,712,767
0.636261
0.675958
0.271207
0.052835
ACET
2022-06-03
934,006
1,454,871
0.665996
0.628152
0.338497
0.033351
ACET
2022-06-10
2,288,647
4,471,208
0.655847
0.755021
0.212858
0.032121
ACET
2022-06-17
1,077,923
1,963,302
0.635862
0.746002
0.232637
0.021361
ACET
2022-06-24
394,929
1,198,715
0.459035
0.681206
0.282151
0.036643
ACET
2022-07-01
442,491
869,057
0.591686
0.610525
0.339925
0.04955
ACET
2022-07-08
331,573
844,097
0.547423
0.609018
0.330739
0.060243
ACET
2022-07-15
613,865
1,238,911
0.601128
0.690856
0.268661
0.040484
ACET
2022-07-22
305,436
488,751
0.668572
0.599726
0.32357
0.076704
ACET
2022-07-29
397,274
616,682
0.708759
0.674812
0.287423
0.037765
ACET
2022-08-05
482,742
688,404
0.708322
0.662768
0.303831
0.033401
ACET
2022-08-12
729,607
987,314
0.729726
0.606826
0.347678
0.045497
ACET
2022-08-19
766,352
1,538,285
0.629159
0.634006
0.336404
0.02959
ACET
2022-08-26
467,104
771,579
0.66368
0.689341
0.274371
0.036288
ACET
2022-09-02
440,156
615,184
0.693821
0.629839
0.33503
0.035131
ACET
2022-09-09
428,278
680,094
0.631617
0.585074
0.36793
0.046996
ACET
2022-09-16
943,466
1,593,420
0.622444
0.534605
0.389559
0.075836
ACET
2022-09-23
764,829
1,343,272
0.590459
0.641847
0.317828
0.040325
ACET
2022-09-30
586,035
1,363,376
0.513904
0.547641
0.330649
0.12171
ACET
2022-10-07
601,314
1,006,087
0.642284
0.574389
0.298279
0.127332
ACET
2022-10-14
484,325
980,670
0.584689
0.601911
0.288261
0.109829
ACET
2022-10-21
414,470
634,368
0.664253
0.59851
0.345113
0.056377
ACET
2022-10-28
462,666
621,429
0.738624
0.661188
0.266418
0.072393
ACET
2022-11-04
904,527
1,561,994
0.674063
0.694049
0.263732
0.042219
ACET
2022-11-11
1,134,344
1,947,158
0.612808
0.706873
0.255176
0.037951
ACET
2022-11-18
1,088,237
1,843,649
0.658942
0.649531
0.278837
0.071633
ACET
2022-11-25
919,389
1,151,451
0.685449
0.748708
0.174001
0.077291
ACET
2022-12-02
1,619,899
1,888,427
0.759742
0.798443
0.185313
0.016244
ACET
2022-12-09
1,303,008
2,213,256
0.664558
0.687688
0.287488
0.024823
ACET
2022-12-16
3,274,223
7,911,571
0.545159
0.64813
0.325645
0.026225
ACET
2022-12-23
663,918
1,832,608
0.486521
0.580337
0.375902
0.043761
ACET
2022-12-30
473,457
909,799
0.594301
0.625524
0.335841
0.038635
ACET
2023-01-06
467,495
763,446
0.614706
0.596746
0.353691
0.049563
ACET
2023-01-13
1,127,318
2,603,609
0.589213
0.582944
0.377461
0.039595
ACET
2023-01-20
378,774
708,127
0.547822
0.537801
0.408042
0.054156
ACET
2023-01-27
276,944
595,577
0.508874
0.612226
0.327963
0.059811
ACET
2023-02-03
395,155
729,269
0.661193
0.612042
0.33015
0.057808
ACET
2023-02-10
386,585
679,082
0.559913
0.625125
0.340155
0.03472
ACET
2023-02-17
517,916
1,068,832
0.579654
0.572268
0.39019
0.037541
ACET
2023-02-24
466,717
708,777
0.685054
0.620664
0.330096
0.04924
ACET
2023-03-03
312,170
954,380
0.562185
0.576838
0.36411
0.059052
ACET
2023-03-10
636,935
1,079,476
0.619574
0.60935
0.351532
0.039118
ACET
2023-03-17
1,324,776
1,832,239
0.727948
0.595403
0.369045
0.035552
ACET
2023-03-24
526,342
1,255,203
0.421919
0.49881
0.445681
0.055508
ACET
2023-03-31
427,878
758,705
0.518308
0.608141
0.360869
0.03099
ACET
2023-04-07
750,379
1,197,436
0.616323
0.754412
0.225095
0.020493
ACET
2023-04-14
667,308
1,668,639
0.694385
0.626949
0.345177
0.027874
ACET
2023-04-21
440,728
808,098
0.563144
0.708668
0.26811
0.023221
ACET
2023-04-28
645,695
915,204
0.56633
0.72993
0.246293
0.023777
ACET
2023-05-05
220,285
499,552
0.522195
0.626443
0.345567
0.02799
ACET
2023-05-12
325,990
617,758
0.554575
0.666136
0.299499
0.034365
ACET
2023-05-19
349,050
666,561
0.501391
0.736575
0.241133
0.022293
ACET
2023-05-26
451,244
721,020
0.518651
0.701038
0.285124
0.013838
ACET
2023-06-02
299,904
577,741
0.526186
0.750816
0.221262
0.027922
ACET
2023-06-09
412,028
911,786
0.366374
0.818918
0.177813
0.003269
ACET
2023-06-16
457,618
923,793
0.485658
0.767763
0.228506
0.003731
ACET
2023-06-23
269,418
1,516,557
0.400664
0.639959
0.358576
0.001465
ACET
2023-06-30
4,140,443
9,677,179
0.447499
0.496786
0.501417
0.001797
ACET
2023-07-07
434,772
847,488
0.664791
0.046434
0.947198
0.006368
ACET
2023-07-14
91,749
314,817
0.510382
0.055472
0.934443
0.010085
ACET
2023-07-21
71,020
249,616
0.295955
0.023414
0.974768
0.001819
ACET
2023-07-28
101,564
225,131
0.476766
0.062412
0.937253
0.000335
ACET
2023-08-04
79,317
187,532
0.586652
0.040635
0.955827
0.003538
ACET
2023-08-11
141,711
266,643
0.542817
0.057804
0.942196
0