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
2020-12-11
1,480,646
4,730,210
0.323641
0.374624
0.562922
0.062454
ACM
2020-12-18
2,185,377
6,927,679
0.414279
0.287589
0.669649
0.042762
ACM
2020-12-25
827,177
2,465,304
0.390888
0.354197
0.604196
0.041607
ACM
2021-01-01
939,332
2,032,539
0.476253
0.341388
0.620726
0.037886
ACM
2021-01-08
1,806,320
5,334,329
0.373524
0.419786
0.537797
0.042417
ACM
2021-01-15
1,026,353
2,746,212
0.34407
0.495078
0.469214
0.035708
ACM
2021-01-22
741,967
1,952,046
0.378233
0.412024
0.544145
0.043831
ACM
2021-01-29
1,234,542
3,106,095
0.390286
0.383332
0.563555
0.053113
ACM
2021-02-05
1,219,798
3,017,835
0.453956
0.382566
0.59492
0.022514
ACM
2021-02-12
1,435,864
3,796,820
0.432904
0.401543
0.567151
0.031306
ACM
2021-02-19
1,627,718
3,444,108
0.533883
0.468934
0.502117
0.028948
ACM
2021-02-26
2,022,238
4,117,347
0.571765
0.422199
0.526321
0.05148
ACM
2021-03-05
1,682,391
2,897,526
0.571205
0.369463
0.611453
0.019083
ACM
2021-03-12
1,829,190
3,243,689
0.576632
0.332613
0.64011
0.027277
ACM
2021-03-19
1,864,737
4,441,903
0.57314
0.38644
0.589231
0.02433
ACM
2021-03-26
2,093,939
3,860,766
0.635845
0.415408
0.555624
0.028968
ACM
2021-04-02
1,599,679
3,399,414
0.557109
0.419811
0.55056
0.029629
ACM
2021-04-09
1,413,641
3,494,661
0.585444
0.426787
0.542699
0.030514
ACM
2021-04-16
1,308,300
2,797,539
0.521316
0.41776
0.54712
0.03512
ACM
2021-04-23
1,013,670
2,425,953
0.415746
0.344469
0.622012
0.03352
ACM
2021-04-30
1,948,619
3,290,265
0.440333
0.422348
0.538697
0.038955
ACM
2021-05-07
1,004,449
2,320,234
0.434261
0.431953
0.487786
0.080261
ACM
2021-05-14
1,533,123
3,437,622
0.573478
0.386716
0.516794
0.09649
ACM
2021-05-21
1,044,075
2,743,837
0.437784
0.355354
0.608457
0.036189
ACM
2021-05-28
1,043,472
2,473,394
0.562284
0.366584
0.590746
0.042669
ACM
2021-06-04
925,378
2,419,268
0.498275
0.292077
0.674172
0.033751
ACM
2021-06-11
1,183,714
2,385,527
0.578605
0.325636
0.643901
0.030463
ACM
2021-06-18
1,167,774
2,786,214
0.475424
0.368058
0.600908
0.031034
ACM
2021-06-25
1,414,396
3,303,718
0.504614
0.402907
0.560705
0.036388
ACM
2021-07-02
1,061,972
2,269,126
0.527388
0.321981
0.61903
0.058989
ACM
2021-07-09
845,241
1,686,507
0.552106
0.404446
0.557007
0.038547
ACM
2021-07-16
1,006,560
2,171,281
0.497545
0.331004
0.607135
0.061862
ACM
2021-07-23
1,035,614
2,389,325
0.545674
0.369434
0.594915
0.035651
ACM
2021-07-30
1,028,290
2,219,176
0.554587
0.412015
0.55883
0.029155
ACM
2021-08-06
907,473
1,861,447
0.472592
0.327513
0.639227
0.03326
ACM
2021-08-13
1,409,918
3,328,605
0.519725
0.404394
0.559287
0.036319
ACM
2021-08-20
1,041,380
2,151,555
0.534794
0.349983
0.617689
0.032328
ACM
2021-08-27
1,406,382
2,684,510
0.541463
0.405449
0.559281
0.03527
ACM
2021-09-03
979,135
2,230,189
0.498827
0.368817
0.598732
0.032451
ACM
2021-09-10
912,978
1,641,780
0.587048
0.328621
0.605761
0.065619
ACM
2021-09-17
1,539,602
3,910,717
0.583956
0.361816
0.582036
0.056148
ACM
2021-09-24
1,411,553
3,549,354
0.42064
0.308185
0.65288
0.038935
ACM
2021-10-01
1,025,540
2,292,749
0.444234
0.267806
0.69761
0.034584
ACM
2021-10-08
1,169,669
3,164,574
0.350169
0.189252
0.784551
0.026197
ACM
2021-10-15
872,893
2,343,191
0.419331
0.330531
0.626879
0.042591
ACM
2021-10-22
1,159,741
3,407,552
0.410081
0.40982
0.549923
0.040257
ACM
2021-10-29
1,286,068
2,740,047
0.473245
0.371728
0.533836
0.094436
ACM
2021-11-05
1,094,411
2,761,603
0.400667
0.354044
0.599124
0.046833
ACM
2021-11-12
1,076,074
3,422,040
0.353715
0.439168
0.515061
0.045771
ACM
2021-11-19
1,760,464
4,584,798
0.39095
0.448803
0.508242
0.042955
ACM
2021-11-26
1,436,064
2,742,507
0.479605
0.304035
0.670474
0.025491
ACM
2021-12-03
1,577,176
3,886,167
0.469332
0.357835
0.596547
0.045618
ACM
2021-12-10
1,194,630
2,850,030
0.502547
0.314758
0.64416
0.041082
ACM
2021-12-17
2,282,047
4,591,198
0.540078
0.312638
0.657684
0.029678
ACM
2021-12-24
1,069,737
2,000,568
0.642826
0.429369
0.49517
0.075461
ACM
2021-12-31
776,745
1,404,145
0.67027
0.313869
0.647059
0.039072
ACM
2022-01-07
1,083,532
1,966,634
0.593319
0.338587
0.625951
0.035462
ACM
2022-01-14
869,611
1,676,288
0.593715
0.362056
0.601027
0.036918
ACM
2022-01-21
965,800
1,904,403
0.531558
0.369787
0.593041
0.037172
ACM
2022-01-28
1,531,530
2,783,439
0.548828
0.351402
0.621848
0.02675
ACM
2022-02-04
938,041
1,874,092
0.585051
0.35552
0.605563
0.038918
ACM
2022-02-11
2,008,037
3,969,947
0.509025
0.416097
0.549277
0.034626
ACM
2022-02-18
1,657,077
2,549,006
0.651569
0.331465
0.641963
0.026571
ACM
2022-02-25
1,493,273
2,295,470
0.682525
0.356612
0.609547
0.033841
ACM
2022-03-04
2,078,051
3,592,549
0.654436
0.291988
0.67448
0.033531
ACM
2022-03-11
2,653,096
4,439,473
0.655393
0.469366
0.496666
0.033968
ACM
2022-03-18
2,050,805
4,097,082
0.630324
0.421239
0.550359
0.028402
ACM
2022-03-25
1,156,044
2,345,683
0.546662
0.412325
0.554472
0.033203
ACM
2022-04-01
922,050
2,269,282
0.47909
0.294042
0.674075
0.031883
ACM
2022-04-08
1,490,201
3,316,871
0.51769
0.292557
0.679366
0.028077
ACM
2022-04-15
1,087,756
2,326,099
0.506195
0.413666
0.562437
0.023897
ACM
2022-04-22
1,236,128
2,412,484
0.52002
0.330831
0.628621
0.040548
ACM
2022-04-29
960,650
2,300,200
0.509509
0.3385
0.626037
0.035463
ACM
2022-05-06
1,465,378
3,208,639
0.483647
0.37347
0.596344
0.030186
ACM
2022-05-13
1,872,335
3,365,998
0.523655
0.274261
0.704334
0.021406
ACM
2022-05-20
1,628,441
2,776,500
0.652005
0.243295
0.730715
0.025991
ACM
2022-05-27
1,027,388
1,829,623
0.61061
0.271165
0.677888
0.050947
ACM
2022-06-03
906,413
2,053,697
0.586011
0.366436
0.597399
0.036165
ACM
2022-06-10
985,021
2,128,175
0.615448
0.325303
0.64545
0.029247
ACM
2022-06-17
1,640,858
2,853,419
0.643891
0.274518
0.697997
0.027485
ACM
2022-06-24
1,960,939
3,226,528
0.704161
0.286521
0.69359
0.019889
ACM
2022-07-01
1,213,089
1,911,373
0.676564
0.371289
0.598129
0.030582
ACM
2022-07-08
1,182,175
1,828,038
0.728854
0.320571
0.644508
0.034922
ACM
2022-07-15
1,072,877
1,705,211
0.633716
0.28471
0.692234
0.023056
ACM
2022-07-22
1,035,825
1,929,969
0.631316
0.280763
0.668839
0.050399
ACM
2022-07-29
1,102,059
1,883,062
0.637716
0.339973
0.630769
0.029258
ACM
2022-08-05
1,001,680
2,045,864
0.497549
0.262196
0.710917
0.026888
ACM
2022-08-12
1,572,019
3,677,521
0.433929
0.323594
0.644271
0.032135
ACM
2022-08-19
783,702
1,439,626
0.539629
0.300681
0.668389
0.03093
ACM
2022-08-26
822,433
1,382,524
0.588383
0.303049
0.673584
0.023367
ACM
2022-09-02
1,111,806
1,706,802
0.657521
0.322683
0.646666
0.030651
ACM
2022-09-09
1,015,688
1,444,934
0.728912
0.331002
0.629424
0.039574
ACM
2022-09-16
2,366,545
4,050,365
0.58751
0.316137
0.665934
0.017929
ACM
2022-09-23
1,467,020
2,196,801
0.640116
0.245533
0.73213
0.022337
ACM
2022-09-30
1,923,201
3,065,524
0.662984
0.216678
0.721399
0.061922
ACM
2022-10-07
1,172,137
1,858,261
0.627432
0.219356
0.71286
0.067784
ACM
2022-10-14
1,631,051
3,242,322
0.542474
0.267314
0.646523
0.086163
ACM
2022-10-21
1,223,133
2,415,219
0.517421
0.295926
0.668209
0.035865
ACM
2022-10-28
916,169
1,897,931
0.571788
0.356551
0.600244
0.043206
ACM
2022-11-04
1,166,592
2,092,888
0.625938
0.322538
0.643909
0.033553