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
ACHC
2013-03-29
159,734
248,270
0.600958
0.317757
0.576231
0.106012
ACHC
2013-04-05
611,778
1,266,212
0.578935
0.615007
0.364158
0.020835
ACHC
2013-04-12
390,681
588,037
0.704934
0.564024
0.404285
0.031691
ACHC
2013-04-19
840,883
1,313,086
0.691399
0.650865
0.305905
0.04323
ACHC
2013-04-26
930,625
1,733,878
0.628742
0.634172
0.287419
0.078409
ACHC
2013-05-03
594,990
1,288,191
0.548885
0.620033
0.333386
0.04658
ACHC
2013-05-10
729,180
1,089,857
0.684338
0.748016
0.217654
0.03433
ACHC
2013-05-17
497,007
846,712
0.608336
0.644248
0.320844
0.034908
ACHC
2013-05-24
727,867
1,700,930
0.512067
0.684403
0.280786
0.034811
ACHC
2013-05-31
265,503
435,524
0.693879
0.575452
0.370545
0.054002
ACHC
2013-06-07
981,125
1,675,574
0.62866
0.638481
0.332273
0.029246
ACHC
2013-06-14
726,387
1,242,402
0.662407
0.658449
0.315162
0.026389
ACHC
2013-06-21
685,344
1,836,195
0.502942
0.537208
0.426617
0.036175
ACHC
2013-06-28
600,099
1,523,096
0.45989
0.448167
0.384734
0.167099
ACHC
2013-07-05
463,070
1,198,164
0.538747
0.505588
0.447429
0.046984
ACHC
2013-07-12
376,460
742,850
0.603058
0.571176
0.370617
0.058207
ACHC
2013-07-19
235,234
465,599
0.552769
0.548299
0.377526
0.074176
ACHC
2013-07-26
351,960
773,196
0.573135
0.482607
0.459766
0.057627
ACHC
2013-08-02
818,088
1,439,578
0.66777
0.654725
0.306006
0.039269
ACHC
2013-08-09
245,847
708,217
0.51171
0.724162
0.228737
0.047101
ACHC
2013-08-16
187,060
496,101
0.516598
0.670946
0.303211
0.025843
ACHC
2013-08-23
284,317
607,405
0.524503
0.627217
0.257852
0.114931
ACHC
2013-08-30
275,022
452,954
0.659613
0.54745
0.416907
0.035643
ACHC
2013-09-06
257,006
476,282
0.542014
0.718646
0.274837
0.006517
ACHC
2013-09-13
341,016
605,297
0.58286
0.656911
0.318064
0.025025
ACHC
2013-09-20
355,943
785,566
0.50822
0.515744
0.465948
0.018308
ACHC
2013-09-27
279,656
811,966
0.443437
0.520793
0.447624
0.031583
ACHC
2013-10-04
326,058
656,119
0.582915
0.517177
0.432917
0.049907
ACHC
2013-10-11
260,256
545,631
0.568795
0.581869
0.378844
0.039286
ACHC
2013-10-18
223,766
477,622
0.553314
0.611838
0.369539
0.018623
ACHC
2013-10-25
238,593
623,468
0.472697
0.631941
0.344987
0.023072
ACHC
2013-11-01
898,962
1,624,454
0.574536
0.52749
0.43503
0.037481
ACHC
2013-11-08
313,159
610,798
0.572448
0.523955
0.43706
0.038985
ACHC
2013-11-15
229,719
413,013
0.623834
0.597296
0.334487
0.068217
ACHC
2013-11-22
412,390
941,436
0.575341
0.554766
0.384766
0.060468
ACHC
2013-11-29
218,711
410,994
0.620506
0.566687
0.361916
0.071396
ACHC
2013-12-06
635,026
1,569,648
0.545145
0.591238
0.367273
0.041489
ACHC
2013-12-13
399,433
1,065,654
0.481619
0.626772
0.354539
0.018688
ACHC
2013-12-20
532,978
1,286,809
0.54925
0.6513
0.322503
0.026197
ACHC
2013-12-27
289,171
532,610
0.561643
0.540703
0.418641
0.040656
ACHC
2014-01-03
565,723
1,035,092
0.553751
0.517336
0.425168
0.057496
ACHC
2014-01-10
997,609
2,013,948
0.618186
0.531889
0.441253
0.026858
ACHC
2014-01-17
475,817
778,777
0.689043
0.574025
0.399061
0.026914
ACHC
2014-01-24
298,080
539,177
0.632647
0.593233
0.359454
0.047313
ACHC
2014-01-31
591,399
1,155,998
0.583371
0.519633
0.452351
0.028016
ACHC
2014-02-07
456,831
1,143,270
0.503892
0.544228
0.433718
0.022054
ACHC
2014-02-14
399,812
684,558
0.639585
0.592347
0.350934
0.056719
ACHC
2014-02-21
818,164
1,505,913
0.576766
0.583198
0.392295
0.024507
ACHC
2014-02-28
505,680
996,981
0.517373
0.49722
0.360729
0.142051
ACHC
2014-03-07
512,578
1,514,197
0.418786
0.502735
0.467272
0.029993
ACHC
2014-03-14
511,881
1,227,240
0.476088
0.585498
0.382975
0.031527
ACHC
2014-03-21
628,295
1,143,162
0.59569
0.51838
0.43915
0.04247
ACHC
2014-03-28
383,359
852,092
0.439289
0.508368
0.462723
0.028909
ACHC
2014-04-04
383,956
887,772
0.418929
0.575415
0.39911
0.025475
ACHC
2014-04-11
379,927
735,565
0.534222
0.562321
0.367345
0.070334
ACHC
2014-04-18
405,297
940,516
0.543535
0.658759
0.309341
0.031899
ACHC
2014-04-25
513,995
1,747,721
0.430045
0.52215
0.434174
0.043677
ACHC
2014-05-02
1,741,939
3,153,422
0.614252
0.658669
0.298533
0.042798
ACHC
2014-05-09
821,731
1,360,638
0.605997
0.511716
0.354017
0.134268
ACHC
2014-05-16
550,057
943,630
0.611221
0.567731
0.287866
0.144403
ACHC
2014-05-23
279,847
907,746
0.438315
0.503542
0.469062
0.027396
ACHC
2014-05-30
256,825
531,019
0.439139
0.683172
0.298977
0.017851
ACHC
2014-06-06
976,449
2,079,659
0.488826
0.693356
0.263692
0.042953
ACHC
2014-06-13
990,208
2,957,327
0.436453
0.683245
0.277042
0.039713
ACHC
2014-06-20
536,509
1,545,532
0.358158
0.670293
0.292643
0.037064
ACHC
2014-06-27
364,758
973,866
0.421051
0.649821
0.313899
0.03628
ACHC
2014-07-04
453,055
1,276,944
0.434606
0.609852
0.289234
0.100913
ACHC
2014-07-11
352,676
812,587
0.445864
0.64845
0.304955
0.046595
ACHC
2014-07-18
500,230
892,829
0.575742
0.612022
0.28767
0.100308
ACHC
2014-07-25
588,757
1,072,816
0.651706
0.614542
0.35464
0.030818
ACHC
2014-08-01
1,224,461
2,531,804
0.544956
0.623441
0.34509
0.031469
ACHC
2014-08-08
420,624
751,272
0.589559
0.609209
0.359509
0.031282
ACHC
2014-08-15
445,094
678,911
0.674107
0.628899
0.335828
0.035273
ACHC
2014-08-22
337,864
632,922
0.644238
0.650332
0.322589
0.027079
ACHC
2014-08-29
417,773
871,344
0.546534
0.713057
0.253795
0.033149
ACHC
2014-09-05
285,648
610,592
0.515543
0.622355
0.353149
0.024496
ACHC
2014-09-12
225,856
549,928
0.582066
0.582954
0.321714
0.095332
ACHC
2014-09-19
370,309
694,868
0.60907
0.645144
0.313847
0.041008
ACHC
2014-09-26
445,766
681,823
0.660929
0.62294
0.338132
0.038929
ACHC
2014-10-03
324,898
671,582
0.551031
0.641371
0.31604
0.042589
ACHC
2014-10-10
434,045
826,762
0.651611
0.612173
0.349341
0.038486
ACHC
2014-10-17
466,559
1,012,740
0.528447
0.584847
0.378475
0.036678
ACHC
2014-10-24
589,766
1,459,737
0.477149
0.661422
0.301079
0.037499
ACHC
2014-10-31
1,322,731
2,640,633
0.618909
0.574217
0.348891
0.076891
ACHC
2014-11-07
751,589
1,597,542
0.525009
0.613403
0.363769
0.022829
ACHC
2014-11-14
640,741
1,044,247
0.57986
0.772086
0.206238
0.021676
ACHC
2014-11-21
601,712
981,876
0.680992
0.676572
0.282603
0.040825
ACHC
2014-11-28
202,432
387,795
0.532645
0.669715
0.301759
0.028526
ACHC
2014-12-05
391,573
802,183
0.51045
0.703703
0.263372
0.032925
ACHC
2014-12-12
393,810
859,856
0.49721
0.710095
0.244086
0.045819
ACHC
2014-12-19
552,190
1,368,564
0.567734
0.591326
0.340141
0.068534
ACHC
2014-12-26
251,722
483,882
0.534555
0.700523
0.181691
0.117786
ACHC
2015-01-02
340,741
603,486
0.560025
0.604474
0.356357
0.039169
ACHC
2015-01-09
386,425
737,547
0.547352
0.691548
0.286708
0.021745
ACHC
2015-01-16
384,316
789,910
0.56001
0.641209
0.261107
0.097684
ACHC
2015-01-23
326,872
735,863
0.493377
0.667104
0.299812
0.033084
ACHC
2015-01-30
349,004
705,018
0.571058
0.604862
0.312128
0.08301
ACHC
2015-02-06
516,148
956,429
0.621965
0.593698
0.367823
0.038479
ACHC
2015-02-13
1,104,170
1,748,090
0.68823
0.69329
0.284609
0.022101
ACHC
2015-02-20
309,617
574,138
0.531676
0.701675
0.279692
0.018633