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
ACTG
2015-05-22
422,598
994,413
0.551791
0.667956
0.282767
0.049277
ACTG
2015-05-29
531,077
1,214,255
0.48229
0.684068
0.273767
0.042165
ACTG
2015-06-05
334,610
897,619
0.377587
0.628959
0.311719
0.059322
ACTG
2015-06-12
427,635
1,083,440
0.42602
0.643602
0.25352
0.102879
ACTG
2015-06-19
331,349
919,021
0.369044
0.650647
0.304906
0.044447
ACTG
2015-06-26
443,735
1,498,739
0.353902
0.579855
0.369026
0.051119
ACTG
2015-07-03
375,789
1,489,134
0.331425
0.637158
0.301648
0.061194
ACTG
2015-07-10
541,934
1,674,789
0.397156
0.663373
0.284043
0.052584
ACTG
2015-07-17
440,300
1,114,921
0.393274
0.668083
0.297941
0.033976
ACTG
2015-07-24
1,605,322
3,164,542
0.518021
0.633855
0.326534
0.039611
ACTG
2015-07-31
441,774
1,135,969
0.392723
0.596778
0.360401
0.042821
ACTG
2015-08-07
423,963
1,203,368
0.407086
0.604354
0.356859
0.038787
ACTG
2015-08-14
355,016
898,274
0.45392
0.614109
0.341965
0.043926
ACTG
2015-08-21
757,867
1,395,297
0.551606
0.583912
0.28419
0.131898
ACTG
2015-08-28
913,907
1,449,338
0.597291
0.565583
0.321174
0.113243
ACTG
2015-09-04
504,863
1,206,430
0.508099
0.608287
0.27601
0.115704
ACTG
2015-09-11
538,805
834,106
0.650294
0.661761
0.278736
0.059503
ACTG
2015-09-18
570,960
1,208,276
0.552647
0.564028
0.368339
0.067632
ACTG
2015-09-25
862,142
1,756,248
0.595053
0.662497
0.279906
0.057598
ACTG
2015-10-02
1,126,269
2,608,673
0.534407
0.582724
0.362163
0.055113
ACTG
2015-10-09
550,637
1,123,812
0.539598
0.544181
0.401074
0.054745
ACTG
2015-10-16
231,646
475,841
0.516655
0.56253
0.379259
0.058211
ACTG
2015-10-23
1,242,757
3,354,299
0.486921
0.616765
0.332799
0.050436
ACTG
2015-10-30
1,328,458
3,142,838
0.440473
0.638282
0.324621
0.037097
ACTG
2015-11-06
861,665
1,552,677
0.578408
0.64213
0.262482
0.095388
ACTG
2015-11-13
1,022,984
1,756,916
0.607996
0.705599
0.198019
0.096383
ACTG
2015-11-20
989,621
2,731,760
0.384199
0.688384
0.246316
0.0653
ACTG
2015-11-27
769,629
1,533,937
0.525247
0.729175
0.211852
0.058972
ACTG
2015-12-04
1,571,450
3,008,135
0.552826
0.692221
0.250567
0.057212
ACTG
2015-12-11
1,293,520
2,459,867
0.556793
0.744752
0.216394
0.038854
ACTG
2015-12-18
1,569,133
3,670,917
0.513186
0.643216
0.314558
0.042226
ACTG
2015-12-25
1,511,652
4,202,342
0.435974
0.709481
0.262317
0.028202
ACTG
2016-01-01
1,169,896
2,477,384
0.554641
0.630372
0.303951
0.065677
ACTG
2016-01-08
1,891,931
3,877,177
0.523546
0.674392
0.242383
0.083225
ACTG
2016-01-15
1,733,429
2,563,799
0.680095
0.724373
0.236411
0.039216
ACTG
2016-01-22
1,382,180
2,186,325
0.673498
0.609575
0.257849
0.132576
ACTG
2016-01-29
929,646
1,498,135
0.614089
0.643652
0.303885
0.052463
ACTG
2016-02-05
866,569
1,646,758
0.590824
0.710522
0.227915
0.061563
ACTG
2016-02-12
824,322
1,456,800
0.613592
0.677237
0.288941
0.033822
ACTG
2016-02-19
705,413
981,374
0.744415
0.697483
0.251193
0.051324
ACTG
2016-02-26
1,424,989
3,959,351
0.586478
0.772201
0.195713
0.032085
ACTG
2016-03-04
2,607,239
8,853,437
0.399776
0.652657
0.309132
0.038211
ACTG
2016-03-11
1,316,156
2,566,040
0.528516
0.728202
0.211905
0.059893
ACTG
2016-03-18
1,902,373
3,732,700
0.525417
0.677705
0.225321
0.096974
ACTG
2016-03-25
1,398,610
2,932,782
0.449515
0.732511
0.174427
0.093062
ACTG
2016-04-01
1,124,962
2,125,115
0.555476
0.658809
0.207617
0.133574
ACTG
2016-04-08
735,695
1,549,629
0.484816
0.640002
0.221542
0.138456
ACTG
2016-04-15
685,927
1,428,210
0.529658
0.708871
0.201446
0.089683
ACTG
2016-04-22
838,941
1,910,618
0.47825
0.724018
0.23632
0.039662
ACTG
2016-04-29
976,810
1,919,844
0.528482
0.741572
0.208772
0.049656
ACTG
2016-05-06
640,738
1,397,287
0.519026
0.711296
0.255211
0.033493
ACTG
2016-05-13
526,572
1,052,420
0.589644
0.659685
0.300052
0.040262
ACTG
2016-05-20
851,690
1,766,995
0.538148
0.69453
0.269641
0.035829
ACTG
2016-05-27
786,987
1,479,099
0.607033
0.668537
0.296231
0.035232
ACTG
2016-06-03
739,618
1,240,424
0.589003
0.620319
0.245994
0.133688
ACTG
2016-06-10
639,699
1,154,079
0.587981
0.725997
0.230879
0.043124
ACTG
2016-06-17
834,366
1,560,175
0.591567
0.574344
0.25365
0.172005
ACTG
2016-06-24
684,635
1,327,556
0.492215
0.642225
0.312622
0.045153
ACTG
2016-07-01
737,573
1,300,060
0.577495
0.667056
0.240243
0.0927
ACTG
2016-07-08
364,647
597,477
0.651007
0.617362
0.341242
0.041396
ACTG
2016-07-15
321,404
837,434
0.432827
0.637254
0.282402
0.080344
ACTG
2016-07-22
338,346
780,443
0.46665
0.681977
0.277908
0.040115
ACTG
2016-07-29
875,364
1,949,365
0.509776
0.694555
0.271171
0.034274
ACTG
2016-08-05
702,928
2,279,661
0.371725
0.601889
0.268358
0.129753
ACTG
2016-08-12
761,888
1,924,546
0.456062
0.640927
0.22401
0.135063
ACTG
2016-08-19
481,015
1,582,390
0.433484
0.667488
0.25265
0.079862
ACTG
2016-08-26
458,275
1,540,574
0.387064
0.639323
0.28959
0.071087
ACTG
2016-09-02
1,789,274
4,825,281
0.375172
0.71611
0.242708
0.041182
ACTG
2016-09-09
607,147
1,883,813
0.398513
0.748044
0.2006
0.051356
ACTG
2016-09-16
801,432
2,523,396
0.405549
0.660869
0.276942
0.062189
ACTG
2016-09-23
592,053
1,360,603
0.474328
0.736468
0.201311
0.06222
ACTG
2016-09-30
511,240
1,166,902
0.448802
0.712141
0.217501
0.070358
ACTG
2016-10-07
505,576
1,055,758
0.492739
0.700041
0.243205
0.056754
ACTG
2016-10-14
613,954
1,521,152
0.411877
0.708663
0.225032
0.066306
ACTG
2016-10-21
414,584
911,240
0.460052
0.851679
0.115592
0.03273
ACTG
2016-10-28
746,959
1,470,604
0.493496
0.825796
0.161301
0.012903
ACTG
2016-11-04
761,829
1,603,236
0.532027
0.781655
0.202208
0.016137
ACTG
2016-11-11
432,617
970,252
0.437521
0.78925
0.178493
0.032257
ACTG
2016-11-18
619,757
2,104,326
0.411459
0.721919
0.188422
0.089659
ACTG
2016-11-25
420,511
1,027,332
0.448322
0.806687
0.170104
0.02321
ACTG
2016-12-02
414,228
1,003,099
0.540361
0.706761
0.201859
0.091381
ACTG
2016-12-09
454,947
929,480
0.54673
0.761721
0.199129
0.03915
ACTG
2016-12-16
307,776
715,063
0.517205
0.743558
0.221948
0.034494
ACTG
2016-12-23
588,219
1,131,174
0.642768
0.689189
0.276049
0.034762
ACTG
2016-12-30
339,190
601,121
0.605815
0.803617
0.180468
0.015915
ACTG
2017-01-06
403,131
761,581
0.583424
0.778917
0.19058
0.030504
ACTG
2017-01-13
289,927
647,284
0.460104
0.806582
0.158025
0.035393
ACTG
2017-01-20
428,284
913,933
0.47267
0.770332
0.17976
0.049908
ACTG
2017-01-27
311,205
583,205
0.614868
0.720801
0.239833
0.039366
ACTG
2017-02-03
382,664
622,320
0.656385
0.747206
0.233062
0.019732
ACTG
2017-02-10
512,183
1,104,724
0.534658
0.625503
0.240515
0.133983
ACTG
2017-02-17
298,848
459,472
0.667573
0.78496
0.166735
0.048305
ACTG
2017-02-24
235,129
436,600
0.66186
0.706162
0.248783
0.045055
ACTG
2017-03-03
451,388
881,335
0.56885
0.792531
0.177224
0.030245
ACTG
2017-03-10
564,372
1,066,628
0.553478
0.858571
0.127453
0.013977
ACTG
2017-03-17
566,403
1,150,006
0.533139
0.759479
0.226666
0.013855
ACTG
2017-03-24
328,202
635,766
0.584726
0.83732
0.130069
0.032611
ACTG
2017-03-31
263,592
693,318
0.562073
0.839971
0.141503
0.018526
ACTG
2017-04-07
298,802
557,325
0.609021
0.781145
0.190325
0.028531
ACTG
2017-04-14
244,619
579,926
0.502794
0.796408
0.196063
0.007529