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
ACM
2019-01-11
1,605,413
2,480,194
0.626006
0.378228
0.604165
0.017607
ACM
2019-01-18
1,478,408
2,448,948
0.640904
0.487573
0.492034
0.020393
ACM
2019-01-25
974,585
1,437,941
0.736268
0.435929
0.534879
0.029192
ACM
2019-02-01
1,720,474
2,427,600
0.688814
0.420896
0.561731
0.017373
ACM
2019-02-08
3,417,707
4,900,845
0.658931
0.566944
0.413265
0.01979
ACM
2019-02-15
1,934,496
3,830,599
0.625066
0.442229
0.51723
0.040541
ACM
2019-02-22
1,138,386
2,950,831
0.541325
0.346882
0.561002
0.092116
ACM
2019-03-01
1,481,537
3,010,031
0.525777
0.410406
0.53319
0.056404
ACM
2019-03-08
952,981
1,909,818
0.598288
0.435827
0.535899
0.028274
ACM
2019-03-15
1,884,310
3,172,753
0.619024
0.439151
0.529917
0.030932
ACM
2019-03-22
1,357,914
2,496,366
0.590346
0.450665
0.521345
0.02799
ACM
2019-03-29
1,396,584
2,669,294
0.537549
0.48094
0.497712
0.021349
ACM
2019-04-05
1,007,235
2,349,024
0.502551
0.408604
0.547512
0.043884
ACM
2019-04-12
966,325
2,576,099
0.55877
0.430086
0.504503
0.065411
ACM
2019-04-19
924,019
1,830,451
0.555065
0.419346
0.518531
0.062124
ACM
2019-04-26
1,769,930
2,594,646
0.730609
0.551334
0.387845
0.060821
ACM
2019-05-03
1,981,485
4,186,803
0.588949
0.314149
0.630301
0.05555
ACM
2019-05-10
2,097,645
5,261,021
0.595702
0.413369
0.495672
0.090959
ACM
2019-05-17
1,015,511
1,880,629
0.615724
0.406384
0.514474
0.079141
ACM
2019-05-24
1,400,190
2,238,931
0.669144
0.417366
0.548037
0.034597
ACM
2019-05-31
1,722,329
3,095,175
0.666742
0.412217
0.549519
0.038265
ACM
2019-06-07
1,691,787
3,670,007
0.539219
0.247997
0.708341
0.043661
ACM
2019-06-14
1,288,787
3,075,194
0.383982
0.279809
0.669333
0.050858
ACM
2019-06-21
3,406,437
6,942,908
0.572481
0.421836
0.543007
0.035157
ACM
2019-06-28
1,852,883
4,099,973
0.575622
0.342976
0.586563
0.070461
ACM
2019-07-05
869,894
1,885,274
0.480799
0.303415
0.637312
0.059273
ACM
2019-07-12
899,085
2,171,087
0.534008
0.327756
0.616153
0.056091
ACM
2019-07-19
1,197,530
2,551,677
0.505402
0.325236
0.608064
0.0667
ACM
2019-07-26
746,879
1,992,138
0.381836
0.312505
0.641911
0.045584
ACM
2019-08-02
1,537,049
3,042,335
0.494002
0.277622
0.654623
0.067754
ACM
2019-08-09
2,010,184
4,152,798
0.500187
0.308265
0.64366
0.048075
ACM
2019-08-16
1,363,464
2,335,899
0.549678
0.440395
0.508418
0.051186
ACM
2019-08-23
1,198,390
2,314,820
0.550321
0.418065
0.512171
0.069764
ACM
2019-08-30
1,855,516
3,275,075
0.626964
0.519193
0.424187
0.05662
ACM
2019-09-06
1,398,635
2,711,275
0.604873
0.419499
0.469488
0.111013
ACM
2019-09-13
1,394,894
3,406,535
0.419169
0.406757
0.49642
0.096823
ACM
2019-09-20
1,437,890
3,168,363
0.516253
0.392932
0.542049
0.065019
ACM
2019-09-27
1,094,311
2,440,034
0.488273
0.41076
0.535881
0.053359
ACM
2019-10-04
1,004,382
2,355,123
0.483246
0.386175
0.555459
0.058367
ACM
2019-10-11
1,002,343
1,986,910
0.63505
0.413591
0.531156
0.055253
ACM
2019-10-18
3,615,082
7,383,789
0.565011
0.471974
0.44789
0.080136
ACM
2019-10-25
1,285,582
3,730,442
0.386128
0.364331
0.53303
0.102639
ACM
2019-11-01
1,241,402
3,198,609
0.435566
0.454855
0.435192
0.109953
ACM
2019-11-08
2,180,302
4,060,373
0.529199
0.590228
0.374362
0.03541
ACM
2019-11-15
2,498,187
4,679,028
0.516575
0.50523
0.45592
0.03885
ACM
2019-11-22
1,323,072
3,335,618
0.410233
0.460075
0.46803
0.071895
ACM
2019-11-29
912,984
2,469,475
0.413431
0.43137
0.524164
0.044466
ACM
2019-12-06
1,264,780
2,759,700
0.486882
0.400672
0.546494
0.052835
ACM
2019-12-13
1,492,632
2,880,730
0.550722
0.459926
0.452214
0.087861
ACM
2019-12-20
846,150
2,563,064
0.380314
0.414411
0.498382
0.087207
ACM
2019-12-27
736,093
1,671,706
0.327995
0.534028
0.413367
0.052605
ACM
2020-01-03
499,544
1,391,362
0.397
0.367846
0.560567
0.071588
ACM
2020-01-10
1,840,122
4,630,776
0.445361
0.459253
0.492318
0.048429
ACM
2020-01-17
4,015,382
10,204,548
0.472911
0.527894
0.366411
0.105695
ACM
2020-01-24
934,105
2,321,134
0.495021
0.417744
0.520859
0.061397
ACM
2020-01-31
2,451,499
5,451,530
0.575698
0.346214
0.508121
0.145666
ACM
2020-02-07
2,860,810
6,648,888
0.445184
0.329514
0.62668
0.043806
ACM
2020-02-14
1,318,907
3,668,912
0.399714
0.29898
0.656159
0.044861
ACM
2020-02-21
4,817,905
9,273,077
0.567394
0.478601
0.483331
0.038068
ACM
2020-02-28
3,613,820
7,517,765
0.535006
0.345565
0.617072
0.037363
ACM
2020-03-06
6,362,791
14,377,201
0.506311
0.282129
0.63276
0.085111
ACM
2020-03-13
4,805,177
15,367,522
0.351449
0.377128
0.538593
0.084279
ACM
2020-03-20
4,608,726
12,482,306
0.419153
0.472554
0.480922
0.046525
ACM
2020-03-27
3,304,807
7,926,726
0.459635
0.42584
0.533409
0.040751
ACM
2020-04-03
3,357,843
7,772,995
0.458946
0.418787
0.538646
0.042566
ACM
2020-04-10
2,980,288
7,160,397
0.48413
0.420112
0.523599
0.056289
ACM
2020-04-17
3,346,607
6,326,556
0.54843
0.336512
0.607353
0.056135
ACM
2020-04-24
3,581,459
7,055,598
0.569799
0.386212
0.541481
0.072307
ACM
2020-05-01
3,091,584
7,032,851
0.497806
0.432507
0.505409
0.062085
ACM
2020-05-08
3,059,513
5,786,026
0.604344
0.390126
0.548034
0.06184
ACM
2020-05-15
3,344,859
7,516,557
0.5179
0.360107
0.601606
0.038286
ACM
2020-05-22
3,262,815
6,325,481
0.611703
0.426188
0.528599
0.045213
ACM
2020-05-29
3,010,466
5,514,886
0.540864
0.424091
0.51518
0.060729
ACM
2020-06-05
5,925,003
10,480,845
0.591019
0.370733
0.576786
0.052481
ACM
2020-06-12
2,809,809
6,731,488
0.460404
0.32755
0.536354
0.136095
ACM
2020-06-19
3,284,092
6,676,419
0.549341
0.368397
0.585064
0.046539
ACM
2020-06-26
2,622,984
5,748,145
0.576599
0.360809
0.593371
0.04582
ACM
2020-07-03
1,743,768
3,161,597
0.572135
0.302226
0.653093
0.044681
ACM
2020-07-10
1,244,090
2,934,579
0.500892
0.454317
0.464064
0.081619
ACM
2020-07-17
1,130,544
2,485,460
0.461038
0.384486
0.566067
0.049447
ACM
2020-07-24
882,514
2,222,962
0.457279
0.314131
0.63893
0.046939
ACM
2020-07-31
997,087
2,968,174
0.393571
0.27394
0.668818
0.057242
ACM
2020-08-07
1,106,491
2,881,743
0.381388
0.306252
0.649196
0.044552
ACM
2020-08-14
1,124,417
2,601,149
0.57859
0.370933
0.566639
0.062428
ACM
2020-08-21
1,339,769
2,688,610
0.578983
0.307143
0.532502
0.160355
ACM
2020-08-28
1,331,067
3,206,811
0.51245
0.312563
0.523676
0.163761
ACM
2020-09-04
3,103,343
5,892,993
0.531897
0.348257
0.570394
0.081349
ACM
2020-09-11
1,346,531
3,033,892
0.493093
0.361288
0.575682
0.063029
ACM
2020-09-18
2,753,314
6,475,044
0.450673
0.238026
0.71621
0.045764
ACM
2020-09-25
2,480,365
4,699,977
0.490771
0.220337
0.732488
0.047176
ACM
2020-10-02
2,561,801
5,823,958
0.471617
0.382006
0.576726
0.041268
ACM
2020-10-09
2,166,783
5,766,322
0.40777
0.384479
0.566998
0.048523
ACM
2020-10-16
1,645,681
3,994,059
0.472284
0.326007
0.640427
0.033566
ACM
2020-10-23
1,231,697
3,168,815
0.408287
0.264573
0.699107
0.03632
ACM
2020-10-30
1,971,374
4,090,041
0.421658
0.250508
0.712191
0.037301
ACM
2020-11-06
2,463,699
7,049,255
0.331827
0.334954
0.561049
0.103997
ACM
2020-11-13
2,313,925
7,075,808
0.324003
0.400641
0.484008
0.115351
ACM
2020-11-20
1,727,182
5,816,019
0.309987
0.437864
0.514545
0.047592
ACM
2020-11-27
1,049,190
2,944,875
0.395647
0.37102
0.570711
0.058269
ACM
2020-12-04
1,767,393
4,593,089
0.390966
0.367802
0.587241
0.044957