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
ACGL
2017-01-13
449,505
1,000,771
0.530876
0.680227
0.265483
0.05429
ACGL
2017-01-20
284,719
576,473
0.517564
0.713889
0.236177
0.049935
ACGL
2017-01-27
267,756
422,773
0.649738
0.644384
0.3197
0.035916
ACGL
2017-02-03
452,369
757,856
0.613098
0.7045
0.266394
0.029105
ACGL
2017-02-10
551,829
829,622
0.691247
0.621076
0.249929
0.128995
ACGL
2017-02-17
702,027
1,473,177
0.532761
0.604418
0.326522
0.06906
ACGL
2017-02-24
231,627
375,414
0.617411
0.561033
0.390414
0.048553
ACGL
2017-03-03
408,468
655,688
0.650696
0.642175
0.317478
0.040347
ACGL
2017-03-10
276,378
589,738
0.536821
0.56406
0.388066
0.047874
ACGL
2017-03-17
436,994
836,082
0.605581
0.712858
0.25507
0.032072
ACGL
2017-03-24
244,469
554,575
0.483334
0.658492
0.299008
0.042499
ACGL
2017-03-31
300,801
731,401
0.55639
0.638923
0.326263
0.034813
ACGL
2017-04-07
460,820
715,540
0.655353
0.681195
0.291226
0.027579
ACGL
2017-04-14
268,476
430,935
0.600731
0.694088
0.281575
0.024337
ACGL
2017-04-21
245,022
500,349
0.542326
0.650474
0.317691
0.031835
ACGL
2017-04-28
440,766
719,410
0.608752
0.698263
0.276642
0.025096
ACGL
2017-05-05
275,040
440,821
0.58283
0.683819
0.29174
0.024441
ACGL
2017-05-12
278,126
600,333
0.541213
0.629433
0.340043
0.030523
ACGL
2017-05-19
321,533
645,774
0.514038
0.650544
0.324038
0.025418
ACGL
2017-05-26
352,539
739,334
0.559336
0.591572
0.326258
0.08217
ACGL
2017-06-02
324,892
760,550
0.444994
0.673654
0.291485
0.034861
ACGL
2017-06-09
998,060
2,865,636
0.479655
0.710518
0.266231
0.02325
ACGL
2017-06-16
531,844
1,538,000
0.346862
0.620269
0.343368
0.036362
ACGL
2017-06-23
449,987
1,160,517
0.398959
0.687171
0.286351
0.026478
ACGL
2017-06-30
405,302
1,164,657
0.38492
0.601834
0.358356
0.039809
ACGL
2017-07-07
309,168
628,930
0.472224
0.622156
0.28959
0.088254
ACGL
2017-07-14
398,548
924,334
0.44431
0.720815
0.230322
0.048862
ACGL
2017-07-21
291,671
760,090
0.391071
0.63531
0.328759
0.035932
ACGL
2017-07-28
690,872
1,947,681
0.466558
0.637926
0.33343
0.028645
ACGL
2017-08-04
376,055
706,311
0.578778
0.63028
0.335613
0.034107
ACGL
2017-08-11
317,044
756,376
0.563296
0.623666
0.342368
0.033966
ACGL
2017-08-18
470,272
897,982
0.56965
0.733442
0.252925
0.013632
ACGL
2017-08-25
609,096
1,350,916
0.608933
0.704069
0.281805
0.014126
ACGL
2017-09-01
923,775
1,656,967
0.675232
0.690124
0.281132
0.028744
ACGL
2017-09-08
1,583,109
3,123,704
0.69781
0.724675
0.255177
0.020148
ACGL
2017-09-15
688,755
1,377,846
0.597077
0.626435
0.338202
0.035363
ACGL
2017-09-22
461,257
887,522
0.542648
0.599819
0.37617
0.024011
ACGL
2017-09-29
812,766
1,392,376
0.554679
0.645769
0.286934
0.067297
ACGL
2017-10-06
807,820
1,158,503
0.664054
0.683145
0.29624
0.020615
ACGL
2017-10-13
376,299
1,000,284
0.422157
0.601324
0.330223
0.068453
ACGL
2017-10-20
395,134
999,783
0.555449
0.628945
0.347916
0.023138
ACGL
2017-10-27
1,159,589
1,642,495
0.704252
0.723245
0.251909
0.024846
ACGL
2017-11-03
1,372,044
2,019,772
0.692147
0.67474
0.299043
0.026217
ACGL
2017-11-10
562,816
901,460
0.658547
0.670411
0.294314
0.035274
ACGL
2017-11-17
706,952
1,138,743
0.6305
0.682611
0.296587
0.020801
ACGL
2017-11-24
384,078
750,468
0.512542
0.659731
0.326774
0.013494
ACGL
2017-12-01
555,559
932,843
0.591423
0.594706
0.387343
0.017951
ACGL
2017-12-08
396,332
865,928
0.522897
0.575741
0.409211
0.015048
ACGL
2017-12-15
583,630
1,168,699
0.539988
0.679747
0.284578
0.035675
ACGL
2017-12-22
368,336
814,362
0.539466
0.688737
0.295172
0.016091
ACGL
2017-12-29
261,860
525,513
0.518754
0.674777
0.298798
0.026425
ACGL
2018-01-05
452,553
930,498
0.446389
0.651387
0.253065
0.095548
ACGL
2018-01-12
792,089
1,399,815
0.536492
0.714315
0.261185
0.0245
ACGL
2018-01-19
698,722
1,137,387
0.609351
0.666017
0.24484
0.089143
ACGL
2018-01-26
484,280
933,846
0.546701
0.637159
0.34114
0.021701
ACGL
2018-02-02
526,689
1,059,841
0.534169
0.712445
0.265631
0.021923
ACGL
2018-02-09
616,130
1,499,465
0.449832
0.689601
0.2868
0.023599
ACGL
2018-02-16
541,698
1,335,827
0.460626
0.686228
0.295623
0.018148
ACGL
2018-02-23
446,657
994,200
0.450793
0.667343
0.308019
0.024638
ACGL
2018-03-02
688,881
1,307,222
0.503477
0.726577
0.25228
0.021143
ACGL
2018-03-09
1,274,123
3,227,492
0.459124
0.649665
0.238146
0.11219
ACGL
2018-03-16
1,322,551
4,119,860
0.412091
0.663971
0.211591
0.124438
ACGL
2018-03-23
649,728
1,569,637
0.446416
0.676455
0.304405
0.019141
ACGL
2018-03-30
518,501
1,296,203
0.483236
0.627075
0.347369
0.025556
ACGL
2018-04-06
459,969
894,335
0.491073
0.723155
0.251542
0.025303
ACGL
2018-04-13
989,913
2,466,038
0.368321
0.637059
0.344085
0.018856
ACGL
2018-04-20
709,980
1,295,294
0.549881
0.618134
0.368914
0.012952
ACGL
2018-04-27
589,076
1,053,125
0.571829
0.498359
0.367819
0.133822
ACGL
2018-05-04
1,726,288
2,565,017
0.723836
0.732236
0.228362
0.039402
ACGL
2018-05-11
693,095
1,537,731
0.577856
0.635106
0.338285
0.02661
ACGL
2018-05-18
697,082
1,384,431
0.567709
0.651477
0.327154
0.021369
ACGL
2018-05-25
486,987
974,298
0.478893
0.712746
0.271326
0.015928
ACGL
2018-06-01
458,925
1,091,753
0.476694
0.653147
0.333274
0.013579
ACGL
2018-06-08
831,965
2,331,857
0.446027
0.638927
0.340414
0.020659
ACGL
2018-06-15
494,570
1,429,002
0.429452
0.601299
0.362776
0.035925
ACGL
2018-06-22
1,002,477
2,311,935
0.445195
0.607618
0.36923
0.023152
ACGL
2018-06-29
1,861,214
4,451,112
0.433506
0.69214
0.290063
0.017796
ACGL
2018-07-06
602,078
1,800,691
0.337769
0.71471
0.266987
0.018303
ACGL
2018-07-13
1,749,883
3,767,227
0.458625
0.635115
0.343629
0.021257
ACGL
2018-07-20
1,600,528
3,092,736
0.506017
0.70195
0.279674
0.018376
ACGL
2018-07-27
2,675,740
3,929,206
0.642849
0.728245
0.25477
0.016985
ACGL
2018-08-03
2,527,236
4,240,389
0.574698
0.709607
0.274707
0.015686
ACGL
2018-08-10
1,087,010
1,909,774
0.594335
0.655264
0.31138
0.033356
ACGL
2018-08-17
1,170,424
1,998,501
0.565458
0.754466
0.228483
0.017051
ACGL
2018-08-24
956,106
1,574,534
0.608808
0.68392
0.294574
0.021506
ACGL
2018-08-31
1,010,774
2,008,919
0.600961
0.620941
0.362196
0.016863
ACGL
2018-09-07
759,964
2,011,866
0.51344
0.614722
0.365486
0.019792
ACGL
2018-09-14
780,601
2,385,763
0.436122
0.623393
0.353544
0.023063
ACGL
2018-09-21
1,009,920
3,624,351
0.462169
0.616407
0.357179
0.026414
ACGL
2018-09-28
881,812
2,285,064
0.433168
0.667166
0.295763
0.037071
ACGL
2018-10-05
1,296,701
1,994,661
0.542355
0.75325
0.221644
0.025106
ACGL
2018-10-12
989,535
2,373,149
0.448351
0.66163
0.299055
0.039316
ACGL
2018-10-19
860,678
2,185,180
0.480438
0.654615
0.315048
0.030337
ACGL
2018-10-26
965,693
2,047,894
0.514654
0.668154
0.30212
0.029726
ACGL
2018-11-02
2,215,835
4,000,217
0.546185
0.721309
0.25571
0.022981
ACGL
2018-11-09
1,526,629
2,470,353
0.597842
0.664599
0.256733
0.078668
ACGL
2018-11-16
991,551
1,763,565
0.622586
0.594323
0.302888
0.102788
ACGL
2018-11-23
786,610
1,309,492
0.620372
0.561942
0.387349
0.05071
ACGL
2018-11-30
720,630
1,984,763
0.49266
0.504912
0.446867
0.04822
ACGL
2018-12-07
934,131
2,134,773
0.540248
0.553342
0.410083
0.036576