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
2018-04-27
165,778
570,560
0.526786
0.679923
0.204366
0.115711
ACTG
2018-05-04
323,289
773,137
0.491215
0.793782
0.194779
0.01144
ACTG
2018-05-11
336,263
793,820
0.444972
0.736272
0.250975
0.012754
ACTG
2018-05-18
373,730
843,814
0.47371
0.736946
0.255823
0.007231
ACTG
2018-05-25
310,440
614,406
0.424666
0.806623
0.188562
0.004815
ACTG
2018-06-01
198,896
373,268
0.419572
0.851995
0.147128
0.000876
ACTG
2018-06-08
777,137
1,312,138
0.468283
0.892657
0.10408
0.003263
ACTG
2018-06-15
429,748
1,213,331
0.493959
0.860077
0.13105
0.008873
ACTG
2018-06-22
331,604
876,925
0.394293
0.829232
0.155766
0.015002
ACTG
2018-06-29
155,239
428,994
0.418082
0.707947
0.282081
0.009971
ACTG
2018-07-06
79,622
499,244
0.383866
0.757707
0.21881
0.023483
ACTG
2018-07-13
96,045
269,917
0.463906
0.815222
0.182514
0.002264
ACTG
2018-07-20
184,957
340,038
0.455068
0.866521
0.120012
0.013467
ACTG
2018-07-27
143,642
401,889
0.510346
0.768588
0.180481
0.05093
ACTG
2018-08-03
90,747
244,210
0.470638
0.843066
0.149906
0.007029
ACTG
2018-08-10
227,355
580,117
0.434693
0.901557
0.093593
0.00485
ACTG
2018-08-17
112,435
317,490
0.417558
0.77513
0.200049
0.024821
ACTG
2018-08-24
183,619
557,269
0.507534
0.753774
0.217672
0.028554
ACTG
2018-08-31
113,839
279,104
0.543403
0.891981
0.097992
0.010027
ACTG
2018-09-07
280,831
836,123
0.537956
0.798289
0.194054
0.007658
ACTG
2018-09-14
297,225
689,810
0.492603
0.862081
0.126176
0.011742
ACTG
2018-09-21
291,324
516,708
0.617132
0.801061
0.192126
0.006813
ACTG
2018-09-28
233,663
674,492
0.477919
0.878744
0.107409
0.013847
ACTG
2018-10-05
126,535
366,357
0.467167
0.736897
0.241421
0.021682
ACTG
2018-10-12
243,486
774,940
0.53541
0.644515
0.333954
0.021531
ACTG
2018-10-19
102,619
277,472
0.402901
0.698894
0.220114
0.080993
ACTG
2018-10-26
182,471
403,473
0.484943
0.80705
0.167003
0.025947
ACTG
2018-11-02
106,972
342,568
0.429642
0.742102
0.246753
0.011145
ACTG
2018-11-09
51,134
198,468
0.498526
0.684044
0.194587
0.12137
ACTG
2018-11-16
58,351
210,519
0.485071
0.634651
0.254596
0.110753
ACTG
2018-11-23
65,668
267,011
0.56111
0.657509
0.218963
0.123528
ACTG
2018-11-30
181,373
279,457
0.596242
0.792879
0.152335
0.054786
ACTG
2018-12-07
138,135
241,556
0.606248
0.748651
0.235542
0.015808
ACTG
2018-12-14
207,368
529,848
0.493589
0.766704
0.211663
0.021633
ACTG
2018-12-21
241,760
721,548
0.624649
0.578868
0.388663
0.032469
ACTG
2018-12-28
165,621
436,946
0.455957
0.774928
0.126926
0.098146
ACTG
2019-01-04
128,686
409,266
0.451766
0.690105
0.261378
0.048517
ACTG
2019-01-11
114,834
374,080
0.385426
0.600839
0.254151
0.14501
ACTG
2019-01-18
63,270
202,655
0.376527
0.654396
0.284143
0.061462
ACTG
2019-01-25
95,135
229,258
0.466407
0.698977
0.174707
0.126317
ACTG
2019-02-01
98,110
349,940
0.345653
0.832237
0.095314
0.072449
ACTG
2019-02-08
67,535
239,901
0.330211
0.825692
0.127546
0.046762
ACTG
2019-02-15
45,537
144,644
0.436108
0.693775
0.163641
0.142584
ACTG
2019-02-22
32,213
107,138
0.411846
0.753008
0.120527
0.126465
ACTG
2019-03-01
45,565
136,647
0.439147
0.659241
0.181237
0.159522
ACTG
2019-03-08
266,599
828,151
0.481554
0.793644
0.124403
0.081953
ACTG
2019-03-15
293,944
509,329
0.579039
0.728148
0.192976
0.078875
ACTG
2019-03-22
663,416
1,052,430
0.53569
0.850041
0.079321
0.070638
ACTG
2019-03-29
260,316
531,599
0.507014
0.805639
0.150286
0.044076
ACTG
2019-04-05
170,502
416,597
0.518914
0.762533
0.138452
0.099015
ACTG
2019-04-12
124,479
288,474
0.446831
0.728377
0.191497
0.080126
ACTG
2019-04-19
122,870
337,841
0.413101
0.736566
0.173063
0.090371
ACTG
2019-04-26
148,754
382,564
0.378538
0.749928
0.101859
0.148213
ACTG
2019-05-03
158,455
362,197
0.385583
0.780015
0.16266
0.057324
ACTG
2019-05-10
106,356
260,620
0.520512
0.585219
0.304527
0.110254
ACTG
2019-05-17
75,729
194,201
0.443951
0.815955
0.105473
0.078572
ACTG
2019-05-24
168,365
772,071
0.380464
0.791275
0.191464
0.017261
ACTG
2019-05-31
373,744
1,144,819
0.44692
0.823996
0.159101
0.016904
ACTG
2019-06-07
80,575
242,981
0.375047
0.672921
0.1873
0.139779
ACTG
2019-06-14
39,778
132,142
0.365522
0.697749
0.105734
0.196517
ACTG
2019-06-21
106,859
303,360
0.370634
0.734824
0.151125
0.114051
ACTG
2019-06-28
306,120
513,300
0.393157
0.754724
0.200124
0.045152
ACTG
2019-07-05
36,061
198,297
0.262252
0.817129
0.109923
0.072948
ACTG
2019-07-12
36,769
166,756
0.344501
0.704428
0.214483
0.081089
ACTG
2019-07-19
31,489
108,205
0.3347
0.768311
0.176571
0.055117
ACTG
2019-07-26
39,232
129,564
0.35886
0.881134
0.071677
0.047189
ACTG
2019-08-02
90,505
181,466
0.460459
0.717083
0.188325
0.094591
ACTG
2019-08-09
73,324
154,818
0.487893
0.645919
0.261848
0.092233
ACTG
2019-08-16
50,516
140,256
0.467097
0.717408
0.211148
0.071444
ACTG
2019-08-23
45,255
160,441
0.350145
0.701096
0.088319
0.210585
ACTG
2019-08-30
79,846
241,493
0.423834
0.780366
0.191376
0.028258
ACTG
2019-09-06
106,583
271,314
0.528479
0.686905
0.197245
0.11585
ACTG
2019-09-13
260,785
532,104
0.578128
0.717009
0.196366
0.086625
ACTG
2019-09-20
135,358
364,113
0.560569
0.751812
0.196212
0.051976
ACTG
2019-09-27
66,718
138,926
0.508656
0.827135
0.115287
0.057578
ACTG
2019-10-04
100,880
220,122
0.467218
0.676441
0.275741
0.047818
ACTG
2019-10-11
113,688
301,684
0.42251
0.827096
0.139962
0.032942
ACTG
2019-10-18
58,646
119,526
0.511924
0.761885
0.137254
0.10086
ACTG
2019-10-25
103,975
203,121
0.581543
0.759155
0.188409
0.052436
ACTG
2019-11-01
84,017
221,674
0.508772
0.755872
0.190298
0.05383
ACTG
2019-11-08
199,941
531,298
0.512427
0.769143
0.193493
0.037363
ACTG
2019-11-15
182,786
394,283
0.49269
0.727772
0.246001
0.026228
ACTG
2019-11-22
337,795
1,070,277
0.407386
0.788419
0.189634
0.021947
ACTG
2019-11-29
66,770
175,921
0.369591
0.854442
0.091377
0.054181
ACTG
2019-12-06
136,755
311,531
0.404204
0.81552
0.149378
0.035102
ACTG
2019-12-13
107,068
254,174
0.55113
0.728607
0.177477
0.093916
ACTG
2019-12-20
65,335
185,500
0.344238
0.801789
0.099138
0.099073
ACTG
2019-12-27
143,335
225,706
0.633087
0.865575
0.111792
0.022633
ACTG
2020-01-03
161,495
378,446
0.395926
0.905444
0.081596
0.012959
ACTG
2020-01-10
90,826
203,843
0.586827
0.715511
0.221954
0.062535
ACTG
2020-01-17
118,866
247,575
0.538966
0.695059
0.180095
0.124846
ACTG
2020-01-24
85,121
229,009
0.51198
0.887217
0.085853
0.02693
ACTG
2020-01-31
309,217
687,914
0.617616
0.694534
0.202136
0.10333
ACTG
2020-02-07
104,834
171,122
0.638571
0.770923
0.170238
0.058839
ACTG
2020-02-14
146,610
269,508
0.528712
0.826653
0.130777
0.04257
ACTG
2020-02-21
209,349
441,141
0.460811
0.866067
0.096989
0.036943
ACTG
2020-02-28
231,872
483,963
0.455165
0.840655
0.115612
0.043732
ACTG
2020-03-06
235,967
581,892
0.413013
0.765385
0.173737
0.060878
ACTG
2020-03-13
545,618
1,105,350
0.536837
0.629999
0.300245
0.069756
ACTG
2020-03-20
318,619
1,594,190
0.357966
0.645998
0.280891
0.073111