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
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
ACN
2024-04-19
2,640,910
5,439,951
0.635451
0.020766
0.938003
0.041231
ACN
2024-04-26
1,852,823
4,879,914
0.502691
0.018865
0.950995
0.030141
ACN
2024-05-03
2,050,090
6,382,287
0.337834
0.010253
0.971478
0.01827
ACN
2024-05-10
1,335,410
3,906,933
0.429542
0.014628
0.951118
0.034254
ACN
2024-05-17
1,760,507
4,906,391
0.429777
0.013604
0.949024
0.037373
ACN
2024-05-24
1,182,776
4,095,447
0.455884
0.010481
0.953387
0.036132
ACN
2024-05-31
1,862,235
5,987,392
0.405437
0.01408
0.943836
0.042084
ACN
2024-06-07
1,459,525
4,522,706
0.384807
0.013749
0.956905
0.029346
ACN
2024-06-14
1,650,709
4,573,932
0.479595
0.015981
0.926781
0.057238
ACN
2024-06-21
3,541,401
9,652,315
0.44925
0.016285
0.958372
0.025343
ACN
2024-06-28
2,888,190
11,327,364
0.532263
0.010986
0.943383
0.045631
ACN
2024-07-05
1,017,175
3,194,720
0.475076
0.017391
0.934548
0.048061
ACN
2024-07-12
1,673,926
4,331,558
0.535329
0.015405
0.931227
0.053367
ACN
2024-07-19
3,023,468
6,581,350
0.588086
0.021462
0.94706
0.031478
ACN
2024-07-26
2,096,266
5,071,127
0.614732
0.021268
0.92514
0.053592
ACN
2024-08-02
1,859,590
4,326,650
0.594283
0.009698
0.945769
0.044533
ACN
2024-08-09
1,738,515
3,864,250
0.592924
0.016068
0.955102
0.02883
ACN
2024-08-16
1,507,169
3,473,625
0.591498
0.017728
0.952183
0.030089
ACN
2024-08-23
1,383,378
2,636,276
0.619299
0.01056
0.964826
0.024614
ACN
2024-08-30
1,536,120
3,239,659
0.61457
0.014951
0.959622
0.025427
ACN
2024-09-06
1,356,387
2,463,747
0.634156
0.01319
0.959353
0.027457
ACN
2024-09-13
1,613,537
3,313,501
0.602032
0.01018
0.964493
0.025327
ACN
2024-09-20
1,696,889
6,343,389
0.476581
0.01781
0.954498
0.027692
ACN
2024-09-27
2,371,522
5,463,170
0.498405
0.016222
0.970278
0.0135
ACN
2024-10-04
1,875,719
4,363,905
0.547217
0.009722
0.9774
0.012877
ACN
2024-10-11
1,307,166
3,456,899
0.540772
0.007781
0.979041
0.013177
ACN
2024-10-18
1,900,038
4,147,131
0.571693
0.014082
0.983757
0.002161
ACN
2024-10-25
1,263,418
3,390,203
0.486182
0.013141
0.98433
0.002529
ACN
2024-11-01
1,208,705
4,324,472
0.431941
0.01461
0.983377
0.002012
ACN
2024-11-08
1,312,235
4,029,348
0.394455
0.018631
0.978157
0.003211
ACN
2024-11-15
1,803,175
4,897,129
0.51999
0.014995
0.983683
0.001322
ACN
2024-11-22
1,225,388
3,158,037
0.4849
0.01294
0.986052
0.001008
ACN
2024-11-29
1,119,981
3,348,322
0.458184
0.013767
0.98443
0.001804
ACN
2024-12-06
1,167,291
3,601,891
0.430182
0.01873
0.967021
0.014249
ACN
2024-12-13
1,181,661
3,266,802
0.431984
0.020465
0.973164
0.006372
ACN
2024-12-20
2,614,944
7,372,529
0.501604
0.020401
0.971839
0.00776
ACN
2024-12-27
728,970
2,210,036
0.416175
0.010905
0.969399
0.019697
ACN
2025-01-03
883,689
2,803,723
0.512149
0.031584
0.95576
0.012656
ACN
2025-01-10
1,102,531
3,097,480
0.590199
0.021462
0.968292
0.010246
ACN
2025-01-17
1,519,478
4,859,926
0.473796
0.020612
0.968018
0.01137
ACN
2025-01-24
1,466,329
3,162,260
0.560002
0.014342
0.980901
0.004757
ACN
2025-01-31
2,345,429
4,816,162
0.67498
0.020001
0.971692
0.008308
ACN
2025-02-07
2,554,689
4,983,877
0.618458
0.017712
0.969114
0.013174
ACN
2025-02-14
1,402,242
3,271,081
0.608136
0.016956
0.967559
0.015485
ACN
2025-02-21
1,444,783
3,050,469
0.642137
0.019612
0.972333
0.008055
ACN
2025-02-28
1,922,591
5,022,558
0.428194
0.016496
0.981969
0.001535
ACN
2025-03-07
1,466,972
4,675,151
0.352034
0.022244
0.974385
0.003371