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
ACIW
2022-05-13
661,001
1,443,361
0.47756
0.575124
0.360985
0.063891
ACIW
2022-05-20
627,196
1,642,905
0.533851
0.50194
0.445283
0.052777
ACIW
2022-05-27
604,178
1,136,811
0.640081
0.468645
0.428753
0.102601
ACIW
2022-06-03
575,024
1,738,880
0.525424
0.516568
0.399229
0.084203
ACIW
2022-06-10
669,292
1,136,278
0.632115
0.530906
0.411161
0.057933
ACIW
2022-06-17
862,017
1,736,510
0.640626
0.528727
0.422632
0.048642
ACIW
2022-06-24
503,726
958,145
0.598267
0.494062
0.457536
0.048402
ACIW
2022-07-01
535,194
1,558,340
0.474415
0.473732
0.474538
0.05173
ACIW
2022-07-08
398,616
871,231
0.573696
0.592385
0.359563
0.048052
ACIW
2022-07-15
472,059
1,295,997
0.468765
0.546121
0.409605
0.044274
ACIW
2022-07-22
497,840
951,981
0.533353
0.599226
0.321435
0.079338
ACIW
2022-07-29
346,838
1,355,150
0.37355
0.563934
0.360871
0.075194
ACIW
2022-08-05
576,447
1,744,029
0.427844
0.616583
0.317707
0.06571
ACIW
2022-08-12
561,685
1,237,240
0.472992
0.57265
0.372049
0.055302
ACIW
2022-08-19
590,986
1,611,728
0.486758
0.527467
0.435188
0.037346
ACIW
2022-08-26
563,922
1,348,842
0.524526
0.579741
0.373688
0.046572
ACIW
2022-09-02
662,214
1,204,464
0.582883
0.60675
0.343839
0.049411
ACIW
2022-09-09
522,011
1,299,737
0.52239
0.625045
0.325395
0.04956
ACIW
2022-09-16
799,602
1,997,051
0.501588
0.612337
0.329182
0.058481
ACIW
2022-09-23
625,789
1,690,522
0.471939
0.570012
0.390848
0.03914
ACIW
2022-09-30
927,711
2,109,617
0.563248
0.486377
0.391623
0.122
ACIW
2022-10-07
518,266
2,456,422
0.384718
0.512894
0.336148
0.150959
ACIW
2022-10-14
648,187
1,447,250
0.595004
0.494979
0.349993
0.155028
ACIW
2022-10-21
600,491
1,287,973
0.400597
0.597721
0.36614
0.036139
ACIW
2022-10-28
593,872
932,039
0.625286
0.583037
0.367144
0.049819
ACIW
2022-11-04
1,478,995
3,123,407
0.515897
0.631771
0.337322
0.030907
ACIW
2022-11-11
1,546,242
3,257,905
0.445576
0.604177
0.362771
0.033052
ACIW
2022-11-18
811,543
1,684,506
0.431351
0.641028
0.335009
0.023963
ACIW
2022-11-25
654,036
1,548,898
0.43421
0.723521
0.236554
0.039925
ACIW
2022-12-02
915,758
1,962,482
0.506279
0.660391
0.315185
0.024424
ACIW
2022-12-09
615,187
1,366,218
0.535661
0.574987
0.402242
0.022771
ACIW
2022-12-16
1,448,719
2,621,852
0.640698
0.558564
0.407523
0.033913
ACIW
2022-12-23
1,319,634
1,857,964
0.719216
0.656706
0.310661
0.032634
ACIW
2022-12-30
956,376
1,388,493
0.67823
0.685906
0.273319
0.040775
ACIW
2023-01-06
2,738,112
4,734,345
0.59675
0.679544
0.289943
0.030513
ACIW
2023-01-13
958,762
1,907,296
0.557982
0.689685
0.272785
0.037531
ACIW
2023-01-20
1,162,039
2,877,134
0.529744
0.66821
0.28317
0.04862
ACIW
2023-01-27
506,962
1,649,096
0.38085
0.651443
0.297689
0.050869
ACIW
2023-02-03
392,725
1,066,162
0.432632
0.606686
0.328466
0.064847
ACIW
2023-02-10
419,040
708,315
0.651188
0.659247
0.292224
0.048529
ACIW
2023-02-17
348,303
885,967
0.517433
0.60998
0.343583
0.046437
ACIW
2023-02-24
411,749
1,034,177
0.46959
0.58362
0.376068
0.040312
ACIW
2023-03-03
542,673
1,257,258
0.449946
0.601256
0.358469
0.040276
ACIW
2023-03-10
472,989
953,119
0.47411
0.596672
0.35898
0.044348
ACIW
2023-03-17
2,350,094
3,831,935
0.567439
0.583764
0.351361
0.064876
ACIW
2023-03-24
1,041,132
1,871,109
0.597247
0.647495
0.3138
0.038705
ACIW
2023-03-31
505,968
863,174
0.615234
0.545451
0.379268
0.075281
ACIW
2023-04-07
385,648
738,757
0.601567
0.615744
0.332233
0.052023
ACIW
2023-04-14
374,147
696,416
0.553182
0.608797
0.330652
0.060551
ACIW
2023-04-21
336,242
609,839
0.595808
0.641311
0.304101
0.054589
ACIW
2023-04-28
660,076
1,026,004
0.679637
0.642897
0.318111
0.038992
ACIW
2023-05-05
949,597
1,396,745
0.71416
0.6882
0.272343
0.039456
ACIW
2023-05-12
786,156
1,484,607
0.593265
0.636192
0.311208
0.052599
ACIW
2023-05-19
488,946
1,187,790
0.584857
0.605683
0.328751
0.065565
ACIW
2023-05-26
457,070
744,889
0.636898
0.61348
0.337206
0.049314
ACIW
2023-06-02
511,992
1,072,436
0.574349
0.602453
0.377023
0.020524
ACIW
2023-06-09
490,702
1,013,742
0.550313
0.653756
0.342111
0.004133
ACIW
2023-06-16
403,227
1,033,401
0.539842
0.68828
0.307611
0.004108
ACIW
2023-06-23
239,401
1,058,378
0.274552
0.678411
0.319943
0.001646
ACIW
2023-06-30
198,450
468,737
0.458214
0.551512
0.4339
0.014589
ACIW
2023-07-07
32,440
76,672
0.372719
0.020316
0.954719
0.024965
ACIW
2023-07-14
50,154
129,263
0.404119
0.062483
0.914635
0.022881
ACIW
2023-07-21
52,717
112,051
0.413662
0.041854
0.952992
0.005153
ACIW
2023-07-28
64,906
131,182
0.408825
0.032955
0.961755
0.00529
ACIW
2023-08-04
76,051
127,528
0.513163
0.039909
0.933575
0.026516
ACIW
2023-08-11
58,014
93,972
0.588295
0.040119
0.950061
0.00982
ACIW
2023-08-18
43,887
71,646
0.683665
0.05724
0.91883
0.02393
ACIW
2023-08-25
49,334
103,187
0.580453
0.056209
0.922919
0.020871
ACIW
2023-09-01
75,414
113,917
0.721298
0.06508
0.908463
0.026458
ACIW
2023-09-08
79,583
107,817
0.74586
0.069823
0.897127
0.033049
ACIW
2023-09-15
74,798
96,791
0.743585
0.062175
0.911196
0.02663
ACIW
2023-09-22
68,466
96,426
0.662679
0.071852
0.895789
0.032359
ACIW
2023-09-29
83,203
143,513
0.616849
0.057569
0.895995
0.046437
ACIW
2023-10-06
87,254
180,082
0.541001
0.063022
0.919227
0.01775
ACIW
2023-10-13
51,942
77,782
0.621039
0.032912
0.94448
0.022608
ACIW
2023-10-20
105,911
159,482
0.583503
0.02194
0.958892
0.019168
ACIW
2023-10-27
72,903
126,925
0.56908
0.031692
0.928129
0.040179
ACIW
2023-11-03
160,434
253,742
0.630884
0.13331
0.811115
0.055575
ACIW
2023-11-10
514,280
718,144
0.61327
0.034459
0.897598
0.067943
ACIW
2023-11-17
193,565
320,259
0.563213
0.045777
0.931308
0.022914
ACIW
2023-11-24
145,025
236,239
0.584154
0.079424
0.835858
0.084717
ACIW
2023-12-01
152,400
303,858
0.630083
0.097337
0.860126
0.042538
ACIW
2023-12-08
96,654
171,934
0.602888
0.050942
0.875521
0.073537
ACIW
2023-12-15
251,957
353,511
0.749772
0.035589
0.937262
0.02715
ACIW
2023-12-22
137,947
263,245
0.525716
0.048401
0.930286
0.021313
ACIW
2023-12-29
126,445
189,050
0.599775
0.092226
0.903032
0.004742
ACIW
2024-01-05
169,415
249,250
0.66856
0.050992
0.924745
0.024263
ACIW
2024-01-12
157,375
219,733
0.749852
0.05796
0.909674
0.032366
ACIW
2024-01-19
149,982
266,944
0.510112
0.03497
0.948338
0.016692
ACIW
2024-01-26
135,854
289,991
0.582572
0.050537
0.921585
0.027878
ACIW
2024-02-02
182,028
375,458
0.47814
0.081743
0.891826
0.026431
ACIW
2024-02-09
162,071
311,855
0.454699
0.059323
0.932889
0.007788
ACIW
2024-02-16
218,503
326,218
0.683237
0.049415
0.938376
0.012209
ACIW
2024-02-23
90,437
212,401
0.399233
0.029945
0.957563
0.012492
ACIW
2024-03-01
187,921
338,083
0.49691
0.040441
0.923345
0.036214
ACIW
2024-03-08
119,331
213,106
0.634872
0.021882
0.881045
0.097073
ACIW
2024-03-15
77,978
127,926
0.633368
0.018835
0.897665
0.0835
ACIW
2024-03-22
93,660
145,853
0.657195
0.071056
0.853091
0.075853
ACIW
2024-03-29
47,659
88,720
0.536064
0.033844
0.909365
0.05679
ACIW
2024-04-05
101,582
181,658
0.581357
0.067215
0.876061
0.056724