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
ACLS
2017-04-21
346,702
754,229
0.565602
0.808781
0.158736
0.032483
ACLS
2017-04-28
233,830
565,258
0.471603
0.806516
0.164039
0.029445
ACLS
2017-05-05
483,470
1,475,458
0.437222
0.844419
0.137316
0.018265
ACLS
2017-05-12
474,271
1,728,635
0.315211
0.864663
0.116019
0.019318
ACLS
2017-05-19
488,590
1,385,725
0.438183
0.860885
0.118939
0.020176
ACLS
2017-05-26
697,470
1,473,408
0.507922
0.853538
0.087605
0.058858
ACLS
2017-06-02
547,739
1,076,174
0.551959
0.849759
0.129225
0.021017
ACLS
2017-06-09
1,358,595
2,422,134
0.557002
0.89298
0.09526
0.011759
ACLS
2017-06-16
926,209
1,573,993
0.60254
0.847236
0.1358
0.016964
ACLS
2017-06-23
633,243
1,041,999
0.585931
0.842368
0.139919
0.017712
ACLS
2017-06-30
821,892
1,554,522
0.573388
0.83995
0.133795
0.026255
ACLS
2017-07-07
566,924
1,063,096
0.544755
0.839466
0.142693
0.01784
ACLS
2017-07-14
885,524
2,011,757
0.479416
0.834875
0.142938
0.022186
ACLS
2017-07-21
654,241
1,358,696
0.530433
0.842631
0.133003
0.024365
ACLS
2017-07-28
549,985
913,412
0.61731
0.883702
0.102328
0.01397
ACLS
2017-08-04
785,843
1,545,434
0.574827
0.83939
0.144838
0.015772
ACLS
2017-08-11
704,129
1,484,791
0.494323
0.838235
0.143675
0.01809
ACLS
2017-08-18
434,908
797,343
0.604432
0.853787
0.125944
0.020269
ACLS
2017-08-25
312,478
540,102
0.558008
0.860463
0.12994
0.009598
ACLS
2017-09-01
391,159
666,572
0.594471
0.83629
0.147143
0.016567
ACLS
2017-09-08
385,380
666,407
0.647813
0.853666
0.125405
0.020929
ACLS
2017-09-15
479,292
851,521
0.592883
0.879133
0.097967
0.0229
ACLS
2017-09-22
695,144
1,444,093
0.538891
0.844462
0.136036
0.019502
ACLS
2017-09-29
1,035,989
1,870,417
0.570953
0.850732
0.094589
0.054679
ACLS
2017-10-06
730,435
1,534,722
0.497841
0.869561
0.116224
0.014215
ACLS
2017-10-13
1,067,882
2,649,888
0.480884
0.771043
0.154848
0.074108
ACLS
2017-10-20
1,632,215
3,469,266
0.481378
0.816782
0.159179
0.024039
ACLS
2017-10-27
929,876
1,895,591
0.545423
0.794993
0.174355
0.030652
ACLS
2017-11-03
1,141,374
3,141,960
0.392158
0.769922
0.1905
0.039578
ACLS
2017-11-10
634,271
2,038,243
0.34367
0.793196
0.18453
0.022274
ACLS
2017-11-17
821,867
1,402,991
0.659616
0.811845
0.158427
0.029728
ACLS
2017-11-24
739,090
1,444,971
0.588413
0.82694
0.163029
0.010032
ACLS
2017-12-01
832,086
1,762,802
0.510179
0.708669
0.269752
0.021579
ACLS
2017-12-08
1,181,622
2,007,674
0.591335
0.824775
0.15974
0.015485
ACLS
2017-12-15
498,940
1,232,281
0.461854
0.747177
0.234287
0.018536
ACLS
2017-12-22
509,477
1,019,512
0.527955
0.704708
0.251006
0.044286
ACLS
2017-12-29
405,591
815,801
0.559225
0.725978
0.250396
0.023626
ACLS
2018-01-05
501,202
796,797
0.681561
0.740545
0.184857
0.074598
ACLS
2018-01-12
703,506
1,240,978
0.577429
0.870287
0.11274
0.016973
ACLS
2018-01-19
1,508,387
3,107,402
0.474975
0.792006
0.115977
0.092018
ACLS
2018-01-26
905,699
1,854,583
0.54674
0.832675
0.153249
0.014076
ACLS
2018-02-02
714,857
1,114,888
0.63154
0.783211
0.193116
0.023674
ACLS
2018-02-09
1,247,830
2,341,697
0.586461
0.776459
0.202857
0.020684
ACLS
2018-02-16
353,864
1,032,300
0.390102
0.80595
0.162158
0.031892
ACLS
2018-02-23
225,816
646,493
0.392417
0.791914
0.173359
0.034726
ACLS
2018-03-02
344,610
782,162
0.473409
0.80769
0.162798
0.029512
ACLS
2018-03-09
525,619
1,419,872
0.454683
0.728092
0.114066
0.157842
ACLS
2018-03-16
522,426
1,747,283
0.385458
0.740279
0.122143
0.137578
ACLS
2018-03-23
381,540
922,352
0.480884
0.815151
0.142729
0.04212
ACLS
2018-03-30
424,032
791,585
0.586196
0.803896
0.166224
0.029879
ACLS
2018-04-06
288,307
668,626
0.422375
0.817325
0.164405
0.01827
ACLS
2018-04-13
202,289
533,855
0.409209
0.817013
0.154959
0.028028
ACLS
2018-04-20
293,385
624,776
0.404324
0.842607
0.140198
0.017196
ACLS
2018-04-27
283,139
723,928
0.456426
0.671313
0.181199
0.147488
ACLS
2018-05-04
475,591
1,025,353
0.470822
0.767166
0.200453
0.032381
ACLS
2018-05-11
337,985
952,450
0.443029
0.704808
0.251715
0.043478
ACLS
2018-05-18
359,760
779,490
0.45401
0.790317
0.190817
0.018865
ACLS
2018-05-25
642,657
993,857
0.565817
0.823034
0.159022
0.017944
ACLS
2018-06-01
531,446
1,099,934
0.526124
0.8417
0.13697
0.02133
ACLS
2018-06-08
528,836
1,004,712
0.491149
0.834876
0.157925
0.007199
ACLS
2018-06-15
564,630
1,333,500
0.460243
0.871984
0.11996
0.008055
ACLS
2018-06-22
537,196
1,274,090
0.512957
0.833769
0.153929
0.012302
ACLS
2018-06-29
351,058
887,514
0.422332
0.734204
0.247622
0.018174
ACLS
2018-07-06
231,007
643,231
0.392803
0.781478
0.203042
0.01548
ACLS
2018-07-13
655,137
954,973
0.692298
0.711058
0.264514
0.024428
ACLS
2018-07-20
364,818
873,175
0.485289
0.769979
0.208133
0.021888
ACLS
2018-07-27
461,588
940,573
0.554248
0.759215
0.220484
0.020301
ACLS
2018-08-03
1,025,677
1,995,190
0.523575
0.806933
0.175768
0.017299
ACLS
2018-08-10
515,163
953,957
0.597229
0.767777
0.21357
0.018653
ACLS
2018-08-17
420,550
875,108
0.549986
0.766908
0.222923
0.010169
ACLS
2018-08-24
594,128
1,161,902
0.57618
0.728382
0.256953
0.014665
ACLS
2018-08-31
386,332
651,139
0.643028
0.74107
0.242296
0.016634
ACLS
2018-09-07
553,324
864,019
0.615767
0.796951
0.197382
0.005668
ACLS
2018-09-14
599,270
1,015,226
0.617665
0.754008
0.233884
0.012108
ACLS
2018-09-21
458,424
879,325
0.594685
0.799511
0.178924
0.021565
ACLS
2018-09-28
386,068
646,030
0.648396
0.801414
0.172891
0.025695
ACLS
2018-10-05
413,827
910,701
0.613778
0.734973
0.25436
0.010666
ACLS
2018-10-12
399,284
730,085
0.650998
0.670326
0.313232
0.016442
ACLS
2018-10-19
618,836
984,015
0.639167
0.7796
0.213934
0.006466
ACLS
2018-10-26
266,599
646,256
0.601594
0.658254
0.324424
0.017322
ACLS
2018-11-02
543,410
944,576
0.604304
0.673706
0.30978
0.016514
ACLS
2018-11-09
313,646
516,582
0.649062
0.579408
0.314283
0.106309
ACLS
2018-11-16
400,276
683,297
0.648026
0.58003
0.326769
0.093201
ACLS
2018-11-23
243,437
365,290
0.730636
0.680318
0.297421
0.02226
ACLS
2018-11-30
327,325
506,609
0.691412
0.693719
0.266907
0.039375
ACLS
2018-12-07
276,140
418,494
0.694312
0.654466
0.301653
0.043881
ACLS
2018-12-14
235,483
415,308
0.642879
0.633292
0.324291
0.042417
ACLS
2018-12-21
276,473
476,028
0.626485
0.56228
0.401222
0.036498
ACLS
2018-12-28
247,295
391,798
0.645615
0.615962
0.320984
0.063054
ACLS
2019-01-04
241,239
464,662
0.621631
0.595198
0.377367
0.027436
ACLS
2019-01-11
222,182
531,675
0.567007
0.671627
0.30532
0.023053
ACLS
2019-01-18
320,324
599,595
0.620012
0.660548
0.294335
0.045116
ACLS
2019-01-25
270,655
490,384
0.567045
0.67315
0.280394
0.046456
ACLS
2019-02-01
420,162
644,768
0.683366
0.713371
0.202634
0.083995
ACLS
2019-02-08
451,628
667,217
0.730407
0.70818
0.250951
0.040869
ACLS
2019-02-15
196,646
417,200
0.587142
0.613073
0.330971
0.055956
ACLS
2019-02-22
315,721
555,008
0.626938
0.61693
0.269926
0.113144
ACLS
2019-03-01
224,256
398,941
0.573012
0.629255
0.292767
0.077978
ACLS
2019-03-08
155,341
344,250
0.568636
0.625967
0.313327
0.060706
ACLS
2019-03-15
213,141
598,001
0.519811
0.653171
0.286908
0.059921