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
2011-05-13
1,289,874
2,547,260
0.564143
0.151076
0.748779
0.100144
ACM
2011-05-20
1,099,076
1,895,035
0.579875
0.116423
0.778998
0.104579
ACM
2011-05-27
1,009,103
1,620,618
0.636633
0.096995
0.826011
0.076994
ACM
2011-06-03
1,176,492
2,399,716
0.513977
0.107911
0.817306
0.074784
ACM
2011-06-10
1,569,491
2,915,439
0.590064
0.133406
0.813861
0.052734
ACM
2011-06-17
1,207,693
2,195,239
0.632919
0.150408
0.79195
0.057642
ACM
2011-06-24
1,463,753
3,185,952
0.524949
0.155269
0.795601
0.04913
ACM
2011-07-01
647,910
1,956,798
0.41582
0.131664
0.806726
0.06161
ACM
2011-07-08
458,673
1,427,321
0.337024
0.159666
0.687034
0.1533
ACM
2011-07-15
764,557
1,545,384
0.54206
0.165478
0.746911
0.087611
ACM
2011-07-22
864,503
1,952,665
0.471317
0.148235
0.673662
0.178104
ACM
2011-07-29
999,759
2,139,419
0.507396
0.149284
0.759504
0.091212
ACM
2011-08-05
1,505,584
3,851,962
0.410476
0.132752
0.815067
0.052181
ACM
2011-08-12
1,860,830
5,184,861
0.376155
0.124383
0.847437
0.028179
ACM
2011-08-19
1,695,507
4,372,702
0.425947
0.09847
0.875321
0.026208
ACM
2011-08-26
1,671,807
3,206,964
0.592889
0.111636
0.86355
0.024813
ACM
2011-09-02
1,288,166
2,293,116
0.567275
0.1156
0.857863
0.026537
ACM
2011-09-09
926,655
1,671,815
0.565863
0.114205
0.737488
0.148306
ACM
2011-09-16
1,295,266
3,297,987
0.458826
0.141572
0.829444
0.028985
ACM
2011-09-23
1,793,106
4,286,926
0.452484
0.158871
0.72953
0.111599
ACM
2011-09-30
1,563,598
3,631,167
0.440596
0.145037
0.837684
0.017279
ACM
2011-10-07
1,457,002
3,212,782
0.519489
0.203118
0.751384
0.045498
ACM
2011-10-14
1,106,746
2,338,345
0.498529
0.147204
0.802682
0.050114
ACM
2011-10-21
951,181
2,239,484
0.508559
0.166783
0.797343
0.035874
ACM
2011-10-28
865,630
2,375,745
0.427343
0.123072
0.793792
0.083136
ACM
2011-11-04
1,170,693
2,360,547
0.511533
0.134455
0.842136
0.023409
ACM
2011-11-11
1,546,721
3,359,362
0.428793
0.14862
0.781958
0.069422
ACM
2011-11-18
1,549,914
2,951,745
0.575045
0.177886
0.780868
0.041246
ACM
2011-11-25
983,130
1,628,520
0.609558
0.098439
0.734847
0.166714
ACM
2011-12-02
1,321,734
2,885,190
0.483797
0.125152
0.664416
0.210432
ACM
2011-12-09
1,105,388
2,787,904
0.376692
0.096572
0.682869
0.220559
ACM
2011-12-16
1,683,384
3,794,528
0.427748
0.128814
0.714407
0.15678
ACM
2011-12-23
1,437,137
2,797,637
0.501605
0.137751
0.695306
0.166943
ACM
2011-12-30
828,448
1,746,288
0.539581
0.137799
0.72188
0.140321
ACM
2012-01-06
668,289
1,691,032
0.439394
0.174151
0.713001
0.112847
ACM
2012-01-13
693,552
1,780,175
0.452313
0.176662
0.783377
0.03996
ACM
2012-01-20
414,556
1,022,737
0.443961
0.218184
0.746163
0.035653
ACM
2012-01-27
834,427
1,632,936
0.494201
0.183814
0.786237
0.02995
ACM
2012-02-03
1,218,069
2,558,218
0.510292
0.219425
0.734454
0.046121
ACM
2012-02-10
855,931
2,628,633
0.361072
0.263639
0.631846
0.104514
ACM
2012-02-17
742,167
1,830,664
0.442933
0.273955
0.679115
0.04693
ACM
2012-02-24
993,025
1,824,632
0.629457
0.242296
0.701638
0.056066
ACM
2012-03-02
2,390,498
5,508,354
0.563569
0.157082
0.791703
0.051215
ACM
2012-03-09
944,874
2,199,382
0.473527
0.189671
0.758096
0.052233
ACM
2012-03-16
922,987
2,466,744
0.424815
0.160725
0.762362
0.076914
ACM
2012-03-23
1,162,030
2,109,704
0.578755
0.1641
0.803866
0.032034
ACM
2012-03-30
941,025
2,144,334
0.446025
0.1353
0.831656
0.033044
ACM
2012-04-06
978,755
2,406,135
0.439729
0.172714
0.80411
0.023176
ACM
2012-04-13
1,150,629
2,527,926
0.493607
0.18519
0.770097
0.044714
ACM
2012-04-20
1,296,720
2,452,946
0.528217
0.13408
0.814743
0.051178
ACM
2012-04-27
776,872
1,742,475
0.480387
0.270526
0.664996
0.064478
ACM
2012-05-04
2,067,220
5,374,534
0.422171
0.167706
0.748004
0.084291
ACM
2012-05-11
2,286,105
5,205,396
0.486375
0.196889
0.740356
0.062754
ACM
2012-05-18
1,853,770
3,207,567
0.568994
0.157036
0.751554
0.091409
ACM
2012-05-25
1,078,531
2,788,300
0.460064
0.193547
0.76428
0.042173
ACM
2012-06-01
1,012,307
2,118,560
0.509434
0.171133
0.707935
0.120932
ACM
2012-06-08
1,735,519
4,545,606
0.435679
0.220167
0.733135
0.046698
ACM
2012-06-15
1,573,463
3,612,671
0.460789
0.163529
0.795527
0.040944
ACM
2012-06-22
1,486,834
3,295,120
0.470098
0.202683
0.761475
0.035842
ACM
2012-06-29
1,139,413
2,649,840
0.448666
0.177239
0.768311
0.054449
ACM
2012-07-06
922,551
1,754,106
0.600258
0.203677
0.672453
0.12387
ACM
2012-07-13
1,328,885
2,373,805
0.562146
0.151624
0.712758
0.135618
ACM
2012-07-20
790,241
1,507,133
0.587761
0.183178
0.76746
0.049362
ACM
2012-07-27
628,450
1,514,968
0.43466
0.137817
0.833166
0.029017
ACM
2012-08-03
1,073,153
2,751,041
0.377296
0.137507
0.823604
0.038889
ACM
2012-08-10
1,787,719
5,024,512
0.374311
0.19624
0.773078
0.030682
ACM
2012-08-17
1,017,249
2,503,672
0.441671
0.273178
0.696759
0.030063
ACM
2012-08-24
1,221,161
2,734,485
0.464686
0.193066
0.769193
0.037741
ACM
2012-08-31
1,097,111
2,048,502
0.581246
0.142446
0.825231
0.032323
ACM
2012-09-07
1,317,254
2,267,832
0.583704
0.161243
0.824467
0.01429
ACM
2012-09-14
1,451,283
3,597,786
0.415038
0.173978
0.75352
0.072502
ACM
2012-09-21
1,478,210
3,246,626
0.504933
0.150524
0.807129
0.042347
ACM
2012-09-28
1,351,614
2,855,764
0.514552
0.153021
0.777154
0.069825
ACM
2012-10-05
1,242,543
2,467,691
0.527926
0.187301
0.800639
0.01206
ACM
2012-10-12
1,212,946
2,445,518
0.480892
0.322543
0.544747
0.13271
ACM
2012-10-19
1,169,036
2,626,621
0.501473
0.202159
0.78497
0.012871
ACM
2012-10-26
709,527
1,755,103
0.45437
0.229588
0.749548
0.020864
ACM
2012-11-02
662,664
1,519,960
0.494426
0.177091
0.805047
0.017862
ACM
2012-11-09
840,037
1,783,560
0.499755
0.214034
0.772019
0.013947
ACM
2012-11-16
2,549,026
5,610,292
0.515019
0.171179
0.812498
0.016323
ACM
2012-11-23
1,086,358
1,969,859
0.555215
0.188013
0.803312
0.008675
ACM
2012-11-30
1,351,026
3,203,060
0.521538
0.202972
0.786876
0.010152
ACM
2012-12-07
1,282,094
2,355,956
0.548169
0.212693
0.775878
0.011428
ACM
2012-12-14
1,471,788
2,753,292
0.574895
0.17277
0.814763
0.012467
ACM
2012-12-21
1,371,498
3,213,928
0.486313
0.175375
0.761391
0.063233
ACM
2012-12-28
589,470
1,158,607
0.530991
0.150628
0.839401
0.009971
ACM
2013-01-04
1,091,921
2,145,655
0.537976
0.166857
0.757717
0.075426
ACM
2013-01-11
935,976
2,054,254
0.504479
0.174133
0.754744
0.071123
ACM
2013-01-18
760,754
1,787,440
0.47195
0.199796
0.782216
0.017988
ACM
2013-01-25
647,445
1,429,642
0.520787
0.251526
0.694494
0.053979
ACM
2013-02-01
985,270
1,974,202
0.546687
0.140675
0.800166
0.05916
ACM
2013-02-08
2,332,641
5,045,141
0.525996
0.192412
0.731065
0.076523
ACM
2013-02-15
2,388,055
4,916,822
0.518423
0.150956
0.792534
0.05651
ACM
2013-02-22
1,248,902
2,822,396
0.505644
0.19261
0.76341
0.04398
ACM
2013-03-01
1,410,382
2,975,642
0.533148
0.144451
0.809451
0.046098
ACM
2013-03-08
1,070,839
2,225,917
0.548926
0.191957
0.763601
0.044442
ACM
2013-03-15
1,489,397
3,268,564
0.565561
0.216599
0.715971
0.06743
ACM
2013-03-22
966,505
1,922,846
0.571407
0.199654
0.743627
0.056719
ACM
2013-03-29
551,722
1,227,163
0.497848
0.082851
0.858001
0.059149
ACM
2013-04-05
1,060,496
2,904,700
0.397311
0.356498
0.579306
0.064197