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
ABM
2017-06-02
329,774
691,702
0.507979
0.315166
0.672205
0.012629
ABM
2017-06-09
657,974
1,558,822
0.502212
0.469113
0.522537
0.00835
ABM
2017-06-16
727,152
1,916,063
0.41545
0.305481
0.679109
0.015409
ABM
2017-06-23
467,614
1,182,821
0.525714
0.312018
0.674948
0.013033
ABM
2017-06-30
405,804
808,142
0.578172
0.446533
0.535974
0.017493
ABM
2017-07-07
207,714
510,018
0.499726
0.384353
0.600617
0.01503
ABM
2017-07-14
471,423
1,172,550
0.486717
0.405202
0.582519
0.012279
ABM
2017-07-21
489,759
1,155,835
0.534053
0.421744
0.560074
0.018182
ABM
2017-07-28
393,421
799,639
0.526873
0.389902
0.588918
0.02118
ABM
2017-08-04
471,621
918,869
0.5623
0.402291
0.582369
0.01534
ABM
2017-08-11
425,700
915,893
0.540654
0.367821
0.614301
0.017878
ABM
2017-08-18
279,242
572,478
0.498507
0.309447
0.681383
0.00917
ABM
2017-08-25
204,070
490,771
0.493553
0.358226
0.63132
0.010454
ABM
2017-09-01
231,942
524,483
0.501261
0.350129
0.638545
0.011326
ABM
2017-09-08
785,100
1,562,668
0.46947
0.539411
0.448596
0.011993
ABM
2017-09-15
987,351
1,753,031
0.651732
0.36176
0.627487
0.010753
ABM
2017-09-22
625,456
1,457,185
0.566159
0.409906
0.581832
0.008262
ABM
2017-09-29
489,835
984,818
0.621835
0.372669
0.571933
0.055398
ABM
2017-10-06
733,663
1,242,645
0.608961
0.355654
0.634888
0.009458
ABM
2017-10-13
616,003
1,086,142
0.622745
0.262662
0.695152
0.042186
ABM
2017-10-20
337,310
635,887
0.526702
0.292476
0.698759
0.008765
ABM
2017-10-27
477,504
929,072
0.60974
0.38919
0.598743
0.012067
ABM
2017-11-03
560,794
1,004,933
0.664272
0.370519
0.616364
0.013116
ABM
2017-11-10
347,153
658,420
0.573621
0.33716
0.646391
0.016449
ABM
2017-11-17
333,259
1,042,062
0.376743
0.396979
0.594375
0.008646
ABM
2017-11-24
239,099
645,850
0.402932
0.315641
0.678315
0.006044
ABM
2017-12-01
641,199
1,061,333
0.604697
0.293416
0.687998
0.018586
ABM
2017-12-08
510,330
983,726
0.579147
0.34725
0.635654
0.017096
ABM
2017-12-15
2,393,730
4,752,943
0.553941
0.458517
0.527689
0.013794
ABM
2017-12-22
1,769,045
2,799,613
0.700541
0.432083
0.553958
0.013959
ABM
2017-12-29
1,179,580
1,559,395
0.786247
0.435237
0.553056
0.011707
ABM
2018-01-05
1,216,033
1,753,257
0.693194
0.405901
0.531055
0.063044
ABM
2018-01-12
1,014,094
1,737,290
0.564482
0.359016
0.621489
0.019495
ABM
2018-01-19
861,989
1,373,749
0.583395
0.35158
0.593588
0.054832
ABM
2018-01-26
883,041
1,685,712
0.499894
0.38205
0.609775
0.008174
ABM
2018-02-02
1,530,445
2,820,822
0.587507
0.331167
0.66234
0.006493
ABM
2018-02-09
1,128,637
1,636,657
0.68789
0.464572
0.523877
0.011551
ABM
2018-02-16
1,013,707
1,691,935
0.713675
0.385146
0.600726
0.014128
ABM
2018-02-23
1,189,381
1,853,717
0.702605
0.34575
0.634939
0.019311
ABM
2018-03-02
1,707,098
2,408,873
0.696119
0.403633
0.583689
0.012678
ABM
2018-03-09
1,858,589
2,896,534
0.666568
0.365005
0.555249
0.079746
ABM
2018-03-16
2,302,397
4,532,088
0.582238
0.436968
0.481279
0.081753
ABM
2018-03-23
1,183,990
2,247,966
0.558758
0.424969
0.559498
0.015533
ABM
2018-03-30
1,688,292
3,584,754
0.515535
0.384558
0.600158
0.015284
ABM
2018-04-06
1,381,597
2,278,383
0.605232
0.434028
0.551779
0.014193
ABM
2018-04-13
746,082
1,420,122
0.547985
0.405436
0.576721
0.017843
ABM
2018-04-20
632,764
1,421,273
0.487478
0.341306
0.640351
0.018344
ABM
2018-04-27
669,035
2,680,544
0.45298
0.387045
0.496417
0.116538
ABM
2018-05-04
1,500,689
3,551,785
0.448883
0.292518
0.697742
0.00974
ABM
2018-05-11
611,180
2,666,088
0.268869
0.346647
0.640873
0.01248
ABM
2018-05-18
732,026
2,167,427
0.431807
0.368763
0.612592
0.018646
ABM
2018-05-25
1,070,153
2,898,801
0.435305
0.450245
0.53597
0.013785
ABM
2018-06-01
1,265,219
3,360,517
0.423435
0.391647
0.595457
0.012896
ABM
2018-06-08
2,515,353
6,344,459
0.420678
0.449648
0.535955
0.014397
ABM
2018-06-15
1,895,277
4,740,029
0.301704
0.199027
0.791943
0.00903
ABM
2018-06-22
1,663,600
3,369,609
0.415605
0.294152
0.698343
0.007506
ABM
2018-06-29
875,620
1,707,205
0.531906
0.397603
0.587411
0.014986
ABM
2018-07-06
1,086,148
1,907,950
0.44698
0.248712
0.739895
0.011394
ABM
2018-07-13
1,072,033
2,029,438
0.395967
0.257692
0.728573
0.013734
ABM
2018-07-20
1,294,404
2,406,835
0.537082
0.324902
0.654667
0.02043
ABM
2018-07-27
825,561
1,945,637
0.488186
0.373884
0.5986
0.027517
ABM
2018-08-03
1,989,998
3,433,696
0.556695
0.289678
0.698218
0.012104
ABM
2018-08-10
738,197
1,946,642
0.461337
0.497465
0.487037
0.015498
ABM
2018-08-17
837,481
1,544,057
0.599044
0.39854
0.583737
0.017724
ABM
2018-08-24
1,790,463
2,793,119
0.679565
0.376362
0.607104
0.016535
ABM
2018-08-31
981,195
1,562,620
0.701407
0.36201
0.631162
0.006827
ABM
2018-09-07
1,983,565
3,436,487
0.551146
0.398037
0.582759
0.019205
ABM
2018-09-14
1,429,087
2,417,169
0.603152
0.34735
0.646585
0.006065
ABM
2018-09-21
1,390,886
2,345,437
0.572278
0.250531
0.743773
0.005696
ABM
2018-09-28
865,660
1,459,263
0.624664
0.322722
0.664347
0.012931
ABM
2018-10-05
1,315,009
2,148,173
0.671172
0.442503
0.542178
0.015319
ABM
2018-10-12
1,720,544
2,416,989
0.688804
0.33688
0.651868
0.011251
ABM
2018-10-19
1,081,676
1,571,971
0.696434
0.358404
0.633508
0.008088
ABM
2018-10-26
1,520,235
1,856,017
0.781686
0.406497
0.584542
0.008961
ABM
2018-11-02
1,526,210
2,187,336
0.739551
0.466268
0.522542
0.011189
ABM
2018-11-09
841,343
1,199,060
0.69093
0.352848
0.567788
0.079364
ABM
2018-11-16
1,045,411
1,647,708
0.659357
0.424155
0.509181
0.066664
ABM
2018-11-23
604,079
790,598
0.727236
0.384739
0.594028
0.021233
ABM
2018-11-30
1,161,245
2,500,721
0.691361
0.360812
0.589439
0.049749
ABM
2018-12-07
832,452
1,288,972
0.652052
0.420907
0.536276
0.042817
ABM
2018-12-14
842,278
1,906,241
0.467641
0.267674
0.691961
0.040365
ABM
2018-12-21
3,716,098
5,889,679
0.660288
0.421937
0.554338
0.023725
ABM
2018-12-28
1,404,597
2,017,154
0.746398
0.37798
0.592895
0.029126
ABM
2019-01-04
1,832,296
3,207,084
0.630694
0.43159
0.54488
0.02353
ABM
2019-01-11
2,142,077
3,765,975
0.638758
0.41151
0.559502
0.028988
ABM
2019-01-18
1,287,400
1,823,199
0.706396
0.405954
0.572823
0.021222
ABM
2019-01-25
1,017,685
1,702,641
0.624673
0.377948
0.586741
0.035311
ABM
2019-02-01
1,857,766
3,386,598
0.534465
0.274969
0.690759
0.034272
ABM
2019-02-08
543,906
1,189,775
0.484149
0.343866
0.619117
0.037017
ABM
2019-02-15
658,818
1,230,306
0.591436
0.40858
0.553102
0.038319
ABM
2019-02-22
764,534
1,100,808
0.701968
0.417207
0.536586
0.046207
ABM
2019-03-01
1,212,772
1,663,852
0.708636
0.409847
0.528116
0.062037
ABM
2019-03-08
2,408,614
3,476,352
0.709012
0.509782
0.457422
0.032796
ABM
2019-03-15
1,340,651
2,061,065
0.758317
0.323439
0.637374
0.039188
ABM
2019-03-22
1,002,472
1,795,158
0.697451
0.325883
0.642106
0.032011
ABM
2019-03-29
1,056,214
1,414,880
0.759076
0.31177
0.64473
0.0435
ABM
2019-04-05
990,784
1,388,269
0.723137
0.305257
0.655899
0.038844
ABM
2019-04-12
713,509
1,169,613
0.591199
0.275208
0.688583
0.036209
ABM
2019-04-19
428,082
912,356
0.509982
0.325524
0.593199
0.081278
ABM
2019-04-26
528,687
888,823
0.58906
0.266948
0.624643
0.108409