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
ACMR
2025-02-21
250,562
566,670
0.519845
0.02607
0.963008
0.010921
ACMR
2025-02-28
394,051
1,021,455
0.40427
0.029288
0.962866
0.007846
ACMR
2025-03-07
197,257
531,113
0.386893
0.048977
0.930798
0.020225
ACMR
2025-03-14
182,885
578,881
0.364764
0.043538
0.941284
0.015178
ACMR
2025-03-21
188,372
422,307
0.329916
0.021264
0.976812
0.001924
ACMR
2025-03-28
117,771
336,380
0.414591
0.025218
0.968342
0.00644
ACMR
2025-04-04
95,593
247,825
0.417446
0.022711
0.967964
0.009325
ACN
2011-01-07
3,690,046
7,984,378
0.51392
0.071265
0.876829
0.051906
ACN
2011-01-14
5,229,427
11,564,685
0.517556
0.118546
0.820381
0.061073
ACN
2011-01-21
5,663,534
9,989,690
0.581737
0.091177
0.837644
0.071179
ACN
2011-01-28
5,712,973
10,261,020
0.600041
0.106853
0.841743
0.051404
ACN
2011-02-04
3,717,026
7,309,562
0.574413
0.08866
0.852765
0.058575
ACN
2011-02-11
3,042,555
7,034,297
0.478166
0.127331
0.823071
0.049598
ACN
2011-02-18
3,033,372
7,599,205
0.442799
0.078204
0.83002
0.091776
ACN
2011-02-25
1,953,692
5,382,470
0.433986
0.088467
0.855809
0.055724
ACN
2011-03-04
4,075,374
9,130,129
0.475652
0.064205
0.847708
0.088087
ACN
2011-03-11
3,065,361
6,864,953
0.467642
0.062225
0.901386
0.036389
ACN
2011-03-18
4,481,993
11,416,406
0.4238
0.071687
0.853253
0.075059
ACN
2011-03-25
5,693,886
14,264,371
0.399193
0.090656
0.817725
0.091619
ACN
2011-04-01
5,490,959
12,578,809
0.448033
0.100147
0.832253
0.0676
ACN
2011-04-08
3,283,253
7,710,416
0.465618
0.115568
0.809297
0.075135
ACN
2011-04-15
6,145,202
12,368,542
0.527827
0.085147
0.848794
0.06606
ACN
2011-04-22
3,261,414
6,924,280
0.503561
0.168967
0.761759
0.069274
ACN
2011-04-29
3,765,320
8,394,302
0.486118
0.153732
0.790945
0.055323
ACN
2011-05-06
4,895,769
12,121,346
0.399231
0.076095
0.861756
0.062148
ACN
2011-05-13
3,864,466
7,698,662
0.515509
0.115548
0.790664
0.093788
ACN
2011-05-20
4,078,670
7,705,439
0.553935
0.104393
0.850897
0.04471
ACN
2011-05-27
3,336,812
7,126,328
0.492148
0.089471
0.869645
0.040884
ACN
2011-06-03
3,564,315
6,661,463
0.551824
0.088172
0.864288
0.04754
ACN
2011-06-10
3,561,931
7,086,458
0.545613
0.133674
0.826714
0.039613
ACN
2011-06-17
5,494,001
12,905,419
0.447747
0.137437
0.819436
0.043126
ACN
2011-06-24
6,656,230
13,850,732
0.489027
0.1053
0.847619
0.047082
ACN
2011-07-01
12,414,479
31,217,079
0.439766
0.141042
0.762354
0.096604
ACN
2011-07-08
27,419,471
66,704,366
0.568991
0.102712
0.820364
0.076924
ACN
2011-07-15
12,013,467
24,014,466
0.524398
0.108391
0.832316
0.059293
ACN
2011-07-22
8,458,587
16,594,009
0.538315
0.101284
0.727882
0.170834
ACN
2011-07-29
6,800,566
15,354,469
0.510525
0.116846
0.754682
0.128472
ACN
2011-08-05
12,760,909
21,267,968
0.628846
0.104696
0.839173
0.056131
ACN
2011-08-12
14,495,458
27,989,338
0.591242
0.130194
0.833449
0.036358
ACN
2011-08-19
10,803,381
20,807,348
0.583481
0.125898
0.83578
0.038322
ACN
2011-08-26
9,244,056
17,176,584
0.563797
0.140495
0.819033
0.040472
ACN
2011-09-02
8,216,384
13,787,718
0.635238
0.107817
0.834298
0.057885
ACN
2011-09-09
7,094,856
13,550,808
0.558392
0.121369
0.692334
0.186297
ACN
2011-09-16
9,250,498
18,873,781
0.520611
0.111113
0.818784
0.070102
ACN
2011-09-23
11,080,863
19,935,289
0.573388
0.101298
0.77151
0.127192
ACN
2011-09-30
10,320,209
18,801,782
0.57392
0.140193
0.801408
0.058399
ACN
2011-10-07
10,037,395
17,787,800
0.59034
0.139934
0.805251
0.054815
ACN
2011-10-14
5,419,872
10,596,926
0.518739
0.131136
0.79238
0.076484
ACN
2011-10-21
4,708,139
9,895,926
0.477723
0.134415
0.812209
0.053376
ACN
2011-10-28
5,909,047
11,802,852
0.490385
0.181473
0.741498
0.077029
ACN
2011-11-04
4,629,162
9,419,992
0.521904
0.158621
0.801132
0.040247
ACN
2011-11-11
3,826,333
7,661,860
0.490514
0.159023
0.812294
0.028684
ACN
2011-11-18
4,946,422
9,202,040
0.544163
0.153738
0.812884
0.033378
ACN
2011-11-25
4,308,441
7,036,680
0.594074
0.192928
0.764184
0.042889
ACN
2011-12-02
5,637,883
9,073,505
0.659271
0.171094
0.793107
0.035799
ACN
2011-12-09
5,844,549
10,848,887
0.54894
0.174882
0.747956
0.077162
ACN
2011-12-16
8,343,102
16,790,529
0.494646
0.186534
0.763531
0.049935
ACN
2011-12-23
6,162,909
13,035,139
0.462036
0.170886
0.791707
0.037408
ACN
2011-12-30
2,694,711
5,846,158
0.459742
0.210585
0.707952
0.081463
ACN
2012-01-06
3,861,276
11,170,123
0.372974
0.191739
0.718941
0.08932
ACN
2012-01-13
5,586,933
14,249,476
0.426724
0.18252
0.777212
0.040268
ACN
2012-01-20
5,248,725
11,161,855
0.514728
0.136056
0.831617
0.032327
ACN
2012-01-27
5,217,724
9,747,998
0.581737
0.194288
0.776376
0.029336
ACN
2012-02-03
5,945,608
9,575,336
0.648387
0.197853
0.774399
0.027748
ACN
2012-02-10
4,246,676
9,475,786
0.482298
0.145426
0.760914
0.09366
ACN
2012-02-17
3,308,891
7,105,773
0.507575
0.15842
0.805314
0.036266
ACN
2012-02-24
3,805,706
6,372,711
0.555777
0.132181
0.851774
0.016045
ACN
2012-03-02
3,628,762
6,417,549
0.576354
0.194115
0.775885
0.030001
ACN
2012-03-09
5,389,414
9,035,798
0.608741
0.176646
0.784441
0.038913
ACN
2012-03-16
5,683,401
11,354,044
0.580625
0.13498
0.830765
0.034255
ACN
2012-03-23
5,437,509
10,307,700
0.524615
0.160885
0.799374
0.039741
ACN
2012-03-30
5,476,925
10,114,640
0.600001
0.141754
0.825355
0.032891
ACN
2012-04-06
3,194,745
6,200,589
0.508476
0.123118
0.840697
0.036185
ACN
2012-04-13
5,109,122
10,336,474
0.514372
0.146627
0.824127
0.029246
ACN
2012-04-20
5,593,497
11,278,764
0.505271
0.102588
0.860158
0.037254
ACN
2012-04-27
4,346,675
8,806,563
0.531939
0.147335
0.824882
0.027782
ACN
2012-05-04
3,505,852
7,826,327
0.503371
0.145029
0.73443
0.120541
ACN
2012-05-11
6,006,048
14,628,261
0.449644
0.146066
0.781657
0.072277
ACN
2012-05-18
6,260,155
13,207,297
0.507029
0.153928
0.718023
0.128049
ACN
2012-05-25
6,394,153
12,449,016
0.530414
0.136078
0.810685
0.053237
ACN
2012-06-01
6,292,490
11,269,442
0.573863
0.090113
0.789422
0.120465
ACN
2012-06-08
5,456,534
10,732,854
0.495927
0.171576
0.777932
0.050492
ACN
2012-06-15
5,102,724
10,316,753
0.501515
0.171675
0.780113
0.048212
ACN
2012-06-22
3,787,589
8,990,769
0.447194
0.11834
0.840208
0.041452
ACN
2012-06-29
5,587,984
12,846,791
0.443611
0.127828
0.841091
0.03108
ACN
2012-07-06
3,286,021
7,858,113
0.434049
0.164082
0.739655
0.096263
ACN
2012-07-13
3,830,949
10,476,427
0.38346
0.19619
0.671847
0.131963
ACN
2012-07-20
3,863,561
7,727,221
0.509265
0.157471
0.812134
0.030395
ACN
2012-07-27
4,660,276
8,852,023
0.541267
0.110869
0.871426
0.017705
ACN
2012-08-03
3,012,792
7,271,678
0.427665
0.129483
0.849299
0.021218
ACN
2012-08-10
2,488,939
6,162,153
0.427414
0.149661
0.825245
0.025093
ACN
2012-08-17
2,419,059
5,949,176
0.447679
0.173509
0.80156
0.024931
ACN
2012-08-24
3,577,442
7,253,879
0.51173
0.194425
0.783542
0.022032
ACN
2012-08-31
2,466,595
4,857,037
0.555866
0.164511
0.80877
0.026719
ACN
2012-09-07
3,110,992
6,065,779
0.533159
0.198686
0.781837
0.019477
ACN
2012-09-14
4,357,098
9,033,530
0.519003
0.174621
0.750465
0.074915
ACN
2012-09-21
3,296,481
8,532,225
0.411383
0.204044
0.77174
0.024216
ACN
2012-09-28
6,759,810
13,627,085
0.454796
0.15761
0.778529
0.063861
ACN
2012-10-05
5,221,503
11,844,951
0.459804
0.218081
0.767335
0.014584
ACN
2012-10-12
4,398,765
8,833,076
0.51073
0.174471
0.714713
0.110816