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
ACN
2022-05-20
3,726,282
8,564,241
0.518687
0.379879
0.591447
0.028674
ACN
2022-05-27
4,110,196
9,206,379
0.559028
0.370921
0.569812
0.059267
ACN
2022-06-03
3,039,838
6,700,039
0.626639
0.370292
0.598694
0.031014
ACN
2022-06-10
3,222,898
6,202,666
0.5861
0.344369
0.62611
0.029522
ACN
2022-06-17
5,134,611
10,978,008
0.544847
0.337535
0.63495
0.027515
ACN
2022-06-24
5,135,431
9,950,050
0.615745
0.466693
0.495976
0.037331
ACN
2022-07-01
3,958,433
8,534,528
0.563288
0.415364
0.563011
0.021625
ACN
2022-07-08
2,869,311
7,186,161
0.545451
0.353966
0.616558
0.029477
ACN
2022-07-15
3,065,945
7,261,812
0.527961
0.416204
0.55387
0.029926
ACN
2022-07-22
3,009,368
6,653,291
0.554815
0.415169
0.527602
0.05723
ACN
2022-07-29
3,186,927
6,490,564
0.55687
0.447663
0.521477
0.03086
ACN
2022-08-05
2,592,729
5,747,346
0.529688
0.407502
0.564641
0.027857
ACN
2022-08-12
2,731,040
5,683,185
0.543181
0.412649
0.563776
0.023576
ACN
2022-08-19
2,639,222
5,460,191
0.567296
0.44181
0.52735
0.030839
ACN
2022-08-26
2,772,659
6,024,087
0.495289
0.45127
0.517894
0.030836
ACN
2022-09-02
3,083,130
6,717,484
0.534832
0.419557
0.552989
0.027453
ACN
2022-09-09
2,517,116
5,680,406
0.459441
0.388945
0.587864
0.023191
ACN
2022-09-16
3,683,274
8,866,569
0.475028
0.389506
0.583868
0.026626
ACN
2022-09-23
4,497,247
9,810,071
0.517192
0.453301
0.514385
0.032314
ACN
2022-09-30
4,063,151
9,868,657
0.512878
0.476125
0.447569
0.076306
ACN
2022-10-07
3,448,637
8,742,889
0.486767
0.392753
0.530429
0.076817
ACN
2022-10-14
3,551,819
8,401,230
0.46877
0.404524
0.534195
0.061281
ACN
2022-10-21
4,962,247
9,670,083
0.553829
0.45182
0.527235
0.020945
ACN
2022-10-28
3,506,074
7,556,164
0.483023
0.415415
0.562878
0.021706
ACN
2022-11-04
3,770,448
8,368,957
0.500266
0.404197
0.570349
0.025454
ACN
2022-11-11
3,767,800
9,130,376
0.48881
0.430494
0.550563
0.018943
ACN
2022-11-18
2,918,396
6,370,263
0.518908
0.47635
0.502626
0.021023
ACN
2022-11-25
1,622,683
3,513,898
0.533366
0.450634
0.526675
0.022691
ACN
2022-12-02
3,291,485
6,295,703
0.603341
0.399195
0.584391
0.016414
ACN
2022-12-09
3,486,356
6,651,901
0.605127
0.468124
0.512657
0.019219
ACN
2022-12-16
5,838,832
12,662,709
0.539453
0.392672
0.588096
0.019231
ACN
2022-12-23
3,962,701
10,580,052
0.461351
0.486066
0.494264
0.01967
ACN
2022-12-30
1,892,272
4,054,055
0.519384
0.396852
0.59221
0.010938
ACN
2023-01-06
2,647,407
6,486,613
0.442115
0.388638
0.602617
0.008745
ACN
2023-01-13
4,123,761
7,942,037
0.532712
0.400285
0.586331
0.013384
ACN
2023-01-20
4,695,457
8,005,645
0.57321
0.41165
0.575427
0.012924
ACN
2023-01-27
3,560,045
8,476,170
0.476465
0.453826
0.529835
0.016339
ACN
2023-02-03
3,651,186
7,501,490
0.554726
0.449332
0.535507
0.015162
ACN
2023-02-10
2,401,738
5,107,649
0.539579
0.489194
0.490255
0.020551
ACN
2023-02-17
3,127,553
7,188,067
0.485442
0.504984
0.477858
0.017158
ACN
2023-02-24
2,481,751
6,049,224
0.459101
0.422894
0.561052
0.016054
ACN
2023-03-03
2,223,937
6,576,568
0.384871
0.42649
0.54977
0.02374
ACN
2023-03-10
3,066,705
7,265,741
0.416525
0.45627
0.519196
0.024534
ACN
2023-03-17
6,453,500
15,797,206
0.451062
0.404983
0.577913
0.017104
ACN
2023-03-24
6,577,615
13,223,882
0.57077
0.537753
0.43044
0.031807
ACN
2023-03-31
5,416,455
9,966,682
0.590813
0.421358
0.554639
0.024003
ACN
2023-04-07
3,530,655
6,743,414
0.528059
0.509991
0.469937
0.020073
ACN
2023-04-14
5,359,316
8,812,461
0.603851
0.477876
0.49816
0.023964
ACN
2023-04-21
4,133,057
7,996,032
0.588357
0.485283
0.492903
0.021814
ACN
2023-04-28
3,720,578
6,478,110
0.591529
0.425731
0.552111
0.022158
ACN
2023-05-05
3,669,372
6,948,667
0.575723
0.439666
0.530463
0.029871
ACN
2023-05-12
4,471,574
8,907,748
0.52153
0.476222
0.505206
0.018572
ACN
2023-05-19
4,276,811
8,046,113
0.566106
0.465994
0.511585
0.022422
ACN
2023-05-26
5,663,881
11,072,353
0.562283
0.508972
0.465446
0.025581
ACN
2023-06-02
6,347,132
11,351,864
0.618179
0.498011
0.478374
0.023615
ACN
2023-06-09
4,705,287
8,141,349
0.524836
0.474673
0.517928
0.007398
ACN
2023-06-16
6,091,208
11,526,229
0.557221
0.33963
0.650345
0.010025
ACN
2023-06-23
5,886,023
10,165,032
0.56795
0.507976
0.4846
0.007424
ACN
2023-06-30
2,954,650
6,812,457
0.519062
0.265846
0.718089
0.016065
ACN
2023-07-07
1,169,353
2,498,388
0.558267
0.015212
0.963207
0.021581
ACN
2023-07-14
1,390,342
3,173,495
0.527524
0.013806
0.966698
0.019496
ACN
2023-07-21
2,031,197
4,485,003
0.56105
0.012693
0.972624
0.014683
ACN
2023-07-28
1,814,281
3,891,435
0.636326
0.014078
0.954549
0.031373
ACN
2023-08-04
1,712,613
3,205,607
0.646419
0.019247
0.954584
0.02617
ACN
2023-08-11
1,181,383
2,840,430
0.541795
0.014312
0.963359
0.022329
ACN
2023-08-18
1,119,312
2,881,229
0.486915
0.017461
0.963574
0.018965
ACN
2023-08-25
1,438,965
2,737,193
0.661532
0.013684
0.967251
0.019065
ACN
2023-09-01
1,339,486
3,039,235
0.615507
0.015571
0.965364
0.019064
ACN
2023-09-08
1,158,620
2,272,289
0.633351
0.010019
0.96728
0.022701
ACN
2023-09-15
1,638,250
5,358,102
0.412036
0.01563
0.975829
0.008541
ACN
2023-09-22
1,547,437
3,577,914
0.491816
0.027228
0.956842
0.01593
ACN
2023-09-29
2,611,309
4,619,988
0.640538
0.027027
0.957791
0.015182
ACN
2023-10-06
2,227,896
4,144,681
0.613535
0.008746
0.97129
0.019964
ACN
2023-10-13
1,678,981
3,401,184
0.615859
0.011158
0.969285
0.019557
ACN
2023-10-20
1,606,715
3,424,455
0.484784
0.006647
0.976463
0.01689
ACN
2023-10-27
1,311,414
3,717,532
0.518966
0.01652
0.966139
0.017341
ACN
2023-11-03
1,619,608
3,801,046
0.549487
0.012565
0.96556
0.021875
ACN
2023-11-10
1,504,339
3,307,561
0.570437
0.013748
0.954363
0.031888
ACN
2023-11-17
1,505,396
3,549,343
0.509669
0.008967
0.963951
0.027082
ACN
2023-11-24
914,149
2,029,250
0.517476
0.010008
0.973471
0.016521
ACN
2023-12-01
1,631,870
4,468,844
0.463875
0.011173
0.9802
0.008627
ACN
2023-12-08
1,519,059
3,464,375
0.434543
0.009156
0.983418
0.007426
ACN
2023-12-15
2,260,583
5,602,905
0.623222
0.007875
0.973911
0.018214
ACN
2023-12-22
3,082,025
6,191,332
0.580165
0.009786
0.975589
0.014625
ACN
2023-12-29
1,377,521
2,489,363
0.559843
0.006796
0.970027
0.023177
ACN
2024-01-05
1,532,224
3,764,532
0.52973
0.009952
0.954306
0.035742
ACN
2024-01-12
2,016,255
3,580,047
0.66837
0.014644
0.964602
0.020754
ACN
2024-01-19
1,757,872
3,516,387
0.619506
0.008509
0.959665
0.031827
ACN
2024-01-26
1,930,872
3,534,870
0.628056
0.008343
0.944064
0.047593
ACN
2024-02-02
1,895,558
3,280,862
0.610248
0.007434
0.956396
0.03617
ACN
2024-02-09
1,544,627
3,425,537
0.514746
0.036161
0.944252
0.019586
ACN
2024-02-16
2,003,445
3,798,589
0.635034
0.034237
0.934094
0.03167
ACN
2024-02-23
1,120,923
2,383,616
0.634856
0.015525
0.943054
0.041421
ACN
2024-03-01
1,667,362
3,989,248
0.593607
0.015563
0.950074
0.034363
ACN
2024-03-08
1,578,749
2,788,351
0.682447
0.018185
0.925131
0.056684
ACN
2024-03-15
2,067,112
4,517,546
0.648156
0.010477
0.957588
0.031935
ACN
2024-03-22
3,088,493
6,618,632
0.587771
0.021098
0.935414
0.043487
ACN
2024-03-29
2,431,976
5,074,554
0.56318
0.01152
0.958551
0.029928
ACN
2024-04-05
2,031,980
4,508,970
0.597296
0.011827
0.951979
0.036193
ACN
2024-04-12
2,135,450
4,561,217
0.552588
0.017031
0.959411
0.023558