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
2018-12-14
981,172
2,842,886
0.507536
0.567363
0.371185
0.061453
ACGL
2018-12-21
1,046,089
2,150,415
0.534847
0.615007
0.347942
0.037052
ACGL
2018-12-28
1,372,675
2,473,182
0.60561
0.627667
0.344561
0.027772
ACGL
2019-01-04
917,457
1,711,047
0.613013
0.677771
0.293673
0.028557
ACGL
2019-01-11
847,645
1,665,714
0.574374
0.683298
0.283865
0.032837
ACGL
2019-01-18
1,715,079
3,010,446
0.667845
0.700585
0.271339
0.028076
ACGL
2019-01-25
1,251,112
1,865,361
0.728201
0.628835
0.348273
0.022892
ACGL
2019-02-01
1,114,622
1,859,811
0.642646
0.716273
0.257478
0.026249
ACGL
2019-02-08
987,051
1,526,053
0.733304
0.623178
0.344561
0.03226
ACGL
2019-02-15
2,418,514
3,812,398
0.641493
0.630167
0.315051
0.054782
ACGL
2019-02-22
1,219,500
1,917,447
0.634502
0.621854
0.272468
0.105679
ACGL
2019-03-01
1,662,273
2,655,676
0.657941
0.716884
0.220031
0.063084
ACGL
2019-03-08
1,138,574
2,126,862
0.622132
0.63675
0.330477
0.032773
ACGL
2019-03-15
1,021,849
2,005,151
0.593219
0.592245
0.368219
0.039535
ACGL
2019-03-22
1,038,136
2,318,090
0.570275
0.493318
0.44492
0.061762
ACGL
2019-03-29
1,431,064
5,768,619
0.472027
0.608159
0.361705
0.030136
ACGL
2019-04-05
765,163
2,043,597
0.433497
0.607053
0.350996
0.041951
ACGL
2019-04-12
1,066,826
2,546,419
0.500477
0.470029
0.46937
0.0606
ACGL
2019-04-19
630,311
1,525,668
0.507199
0.538118
0.380189
0.081693
ACGL
2019-04-26
1,374,084
3,866,899
0.438705
0.43418
0.506826
0.058993
ACGL
2019-05-03
1,361,282
2,611,723
0.550863
0.555242
0.378425
0.066334
ACGL
2019-05-10
1,205,535
2,355,490
0.557776
0.529584
0.325864
0.144552
ACGL
2019-05-17
2,159,346
3,999,685
0.589848
0.631877
0.279627
0.088496
ACGL
2019-05-24
1,315,990
2,511,923
0.580731
0.625181
0.312666
0.062153
ACGL
2019-05-31
1,285,102
2,411,836
0.586879
0.571631
0.352204
0.076164
ACGL
2019-06-07
1,612,441
3,953,245
0.511156
0.629047
0.290945
0.080008
ACGL
2019-06-14
1,560,041
3,718,692
0.522905
0.639603
0.308193
0.052204
ACGL
2019-06-21
829,623
1,801,154
0.513405
0.589199
0.336502
0.074299
ACGL
2019-06-28
1,814,175
4,203,305
0.531012
0.543225
0.37482
0.081955
ACGL
2019-07-05
1,020,092
2,148,291
0.500357
0.556995
0.360651
0.082354
ACGL
2019-07-12
1,161,819
2,626,726
0.522774
0.517144
0.424767
0.058089
ACGL
2019-07-19
1,179,321
3,378,523
0.512925
0.603415
0.345498
0.051087
ACGL
2019-07-26
1,084,129
1,884,044
0.59286
0.614111
0.345898
0.039992
ACGL
2019-08-02
2,225,671
3,969,493
0.618007
0.656055
0.301805
0.042139
ACGL
2019-08-09
1,801,506
3,805,375
0.56382
0.639607
0.317024
0.043369
ACGL
2019-08-16
888,352
1,929,074
0.517655
0.620146
0.312123
0.067731
ACGL
2019-08-23
988,165
2,069,788
0.591252
0.667455
0.262738
0.069807
ACGL
2019-08-30
844,244
2,886,614
0.484655
0.649459
0.307419
0.043122
ACGL
2019-09-06
1,252,605
2,571,480
0.609953
0.601716
0.28236
0.115924
ACGL
2019-09-13
1,399,827
3,380,718
0.553683
0.605121
0.295568
0.099311
ACGL
2019-09-20
1,235,008
3,129,415
0.484298
0.690156
0.271693
0.038151
ACGL
2019-09-27
1,318,738
2,686,976
0.513722
0.70665
0.253168
0.040183
ACGL
2019-10-04
1,640,652
3,371,026
0.602886
0.73066
0.235931
0.033409
ACGL
2019-10-11
1,436,905
2,483,606
0.649589
0.680313
0.284219
0.035468
ACGL
2019-10-18
1,451,861
2,607,091
0.69538
0.649296
0.249556
0.101148
ACGL
2019-10-25
1,616,429
3,211,891
0.563123
0.59754
0.32317
0.07929
ACGL
2019-11-01
2,130,844
3,480,271
0.636456
0.651417
0.25657
0.092013
ACGL
2019-11-08
1,403,560
3,110,653
0.489917
0.61958
0.34034
0.04008
ACGL
2019-11-15
1,351,868
2,523,111
0.620995
0.656033
0.306593
0.037374
ACGL
2019-11-22
1,523,598
4,827,826
0.548762
0.626376
0.338811
0.034813
ACGL
2019-11-29
2,182,765
3,541,473
0.661965
0.682714
0.273321
0.043965
ACGL
2019-12-06
1,440,557
3,428,585
0.463528
0.669315
0.272677
0.058008
ACGL
2019-12-13
1,062,770
2,548,445
0.482291
0.624546
0.277564
0.09789
ACGL
2019-12-20
1,570,736
3,114,829
0.566658
0.619482
0.277348
0.10317
ACGL
2019-12-27
818,784
1,303,990
0.70211
0.623162
0.325396
0.051442
ACGL
2020-01-03
945,602
1,515,959
0.677508
0.658127
0.297739
0.044133
ACGL
2020-01-10
1,595,051
2,790,498
0.652075
0.669779
0.283792
0.046429
ACGL
2020-01-17
1,269,558
2,627,919
0.58029
0.604901
0.258488
0.136611
ACGL
2020-01-24
925,772
2,128,220
0.484858
0.622682
0.306784
0.070534
ACGL
2020-01-31
1,531,692
5,960,711
0.413092
0.56816
0.302064
0.129776
ACGL
2020-02-07
1,038,776
4,633,743
0.36028
0.586938
0.348586
0.064476
ACGL
2020-02-14
1,469,796
3,604,921
0.497423
0.547069
0.377839
0.075092
ACGL
2020-02-21
1,243,019
3,157,749
0.548759
0.612262
0.354669
0.033068
ACGL
2020-02-28
1,524,551
3,697,131
0.473585
0.549012
0.396736
0.054251
ACGL
2020-03-06
1,098,598
3,133,788
0.387197
0.468589
0.429574
0.101837
ACGL
2020-03-13
2,294,739
5,440,090
0.420968
0.550905
0.353894
0.095202
ACGL
2020-03-20
3,918,546
10,220,243
0.404252
0.504644
0.453564
0.041792
ACGL
2020-03-27
3,811,735
11,488,982
0.471656
0.529983
0.40863
0.061388
ACGL
2020-04-03
2,971,376
6,451,222
0.482374
0.572859
0.365583
0.061558
ACGL
2020-04-10
1,609,132
3,915,388
0.449422
0.524418
0.394989
0.080593
ACGL
2020-04-17
1,980,103
5,961,048
0.434382
0.57403
0.352322
0.073648
ACGL
2020-04-24
1,871,681
4,219,304
0.467425
0.521917
0.34808
0.130003
ACGL
2020-05-01
2,926,108
5,544,730
0.551298
0.527792
0.339213
0.132995
ACGL
2020-05-08
4,707,540
7,828,007
0.599736
0.571057
0.350177
0.078766
ACGL
2020-05-15
3,501,422
6,178,247
0.574907
0.511302
0.420981
0.067717
ACGL
2020-05-22
4,510,793
8,046,628
0.603097
0.527172
0.399265
0.073563
ACGL
2020-05-29
2,702,911
5,746,279
0.529323
0.506823
0.431253
0.061924
ACGL
2020-06-05
2,757,527
7,066,791
0.446491
0.505838
0.413929
0.080234
ACGL
2020-06-12
2,434,172
5,500,447
0.505211
0.503243
0.346916
0.14984
ACGL
2020-06-19
1,721,494
4,705,189
0.465936
0.440199
0.469524
0.090277
ACGL
2020-06-26
2,288,313
4,948,162
0.459653
0.574738
0.355227
0.070036
ACGL
2020-07-03
1,072,663
3,002,453
0.424391
0.543248
0.388417
0.068336
ACGL
2020-07-10
1,626,884
3,685,992
0.536513
0.584824
0.355756
0.05942
ACGL
2020-07-17
1,705,715
4,335,900
0.51556
0.518878
0.405745
0.075377
ACGL
2020-07-24
1,565,410
3,653,313
0.496066
0.599501
0.346352
0.054147
ACGL
2020-07-31
1,756,718
4,285,412
0.502123
0.560659
0.368121
0.07122
ACGL
2020-08-07
1,279,929
3,704,825
0.434949
0.580213
0.368981
0.050806
ACGL
2020-08-14
1,229,867
2,903,474
0.475425
0.569196
0.381094
0.04971
ACGL
2020-08-21
954,359
2,165,702
0.499348
0.471943
0.399296
0.128762
ACGL
2020-08-28
954,288
2,860,661
0.416804
0.507866
0.351946
0.140188
ACGL
2020-09-04
1,189,500
2,854,156
0.446206
0.520739
0.407264
0.071997
ACGL
2020-09-11
1,450,964
2,684,608
0.503038
0.526127
0.430004
0.043868
ACGL
2020-09-18
1,455,637
3,572,967
0.463335
0.479194
0.471656
0.04915
ACGL
2020-09-25
1,492,673
4,277,573
0.430213
0.493925
0.438054
0.068021
ACGL
2020-10-02
1,075,092
3,079,222
0.472452
0.403412
0.554024
0.042565
ACGL
2020-10-09
1,217,788
2,510,773
0.512005
0.496341
0.460519
0.04314
ACGL
2020-10-16
1,036,224
2,735,249
0.44658
0.573868
0.374268
0.051863
ACGL
2020-10-23
982,380
4,730,695
0.388631
0.52078
0.439197
0.040023
ACGL
2020-10-30
1,995,914
6,699,241
0.38231
0.47713
0.469988
0.052882
ACGL
2020-11-06
3,005,060
5,966,071
0.540008
0.443069
0.413379
0.143552