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
ACA
2023-03-24
499,354
1,118,946
0.562519
0.35985
0.607573
0.032578
ACA
2023-03-31
378,982
732,350
0.586137
0.317718
0.638237
0.044045
ACA
2023-04-07
303,491
508,003
0.618329
0.414909
0.550076
0.035015
ACA
2023-04-14
286,880
461,130
0.635575
0.323464
0.639128
0.037408
ACA
2023-04-21
269,812
440,489
0.689037
0.302524
0.655248
0.042227
ACA
2023-04-28
404,008
704,916
0.628285
0.373635
0.578113
0.048252
ACA
2023-05-05
554,729
1,147,078
0.585687
0.280135
0.691958
0.027907
ACA
2023-05-12
290,847
624,918
0.635087
0.39853
0.569683
0.031787
ACA
2023-05-19
251,687
536,794
0.540399
0.327402
0.643759
0.028838
ACA
2023-05-26
345,659
716,777
0.541097
0.362161
0.599576
0.038263
ACA
2023-06-02
242,454
532,337
0.493826
0.321483
0.63344
0.045078
ACA
2023-06-09
366,877
727,829
0.577275
0.394703
0.589202
0.016095
ACA
2023-06-16
558,179
1,429,256
0.566545
0.364577
0.622814
0.012609
ACA
2023-06-23
409,227
1,346,022
0.448322
0.456351
0.534815
0.008834
ACA
2023-06-30
248,617
888,038
0.418104
0.263905
0.729847
0.006249
ACA
2023-07-07
114,697
262,228
0.471101
0.012137
0.966392
0.021471
ACA
2023-07-14
211,888
480,151
0.515444
0.015763
0.959039
0.025198
ACA
2023-07-21
203,780
521,137
0.495257
0.018739
0.970847
0.010414
ACA
2023-07-28
176,102
380,622
0.358703
0.007948
0.98621
0.005842
ACA
2023-08-04
215,391
484,647
0.439069
0.009891
0.983015
0.007094
ACA
2023-08-11
186,327
430,482
0.500447
0.008546
0.981361
0.010093
ACA
2023-08-18
169,933
360,720
0.54227
0.025226
0.952637
0.022137
ACA
2023-08-25
147,278
295,263
0.610744
0.010615
0.976249
0.013136
ACA
2023-09-01
139,232
283,292
0.649849
0.017313
0.966069
0.016618
ACA
2023-09-08
156,620
313,952
0.589448
0.012877
0.958057
0.029067
ACA
2023-09-15
249,090
628,312
0.598067
0.005284
0.956144
0.038573
ACA
2023-09-22
144,751
288,850
0.548001
0.013595
0.96763
0.018775
ACA
2023-09-29
203,978
484,438
0.503485
0.005837
0.973606
0.020557
ACA
2023-10-06
180,804
536,036
0.564759
0.016245
0.975654
0.008101
ACA
2023-10-13
138,262
285,441
0.458287
0.008528
0.983644
0.007828
ACA
2023-10-20
193,148
533,133
0.46267
0.019046
0.973941
0.007014
ACA
2023-10-27
138,386
352,649
0.356335
0.00846
0.987641
0.003899
ACA
2023-11-03
250,645
668,902
0.494885
0.010322
0.965479
0.024198
ACA
2023-11-10
436,647
782,145
0.689818
0.01997
0.95823
0.0218
ACA
2023-11-17
518,197
781,678
0.724779
0.008279
0.972886
0.018835
ACA
2023-11-24
204,684
284,972
0.743226
0.012079
0.954335
0.033586
ACA
2023-12-01
191,736
389,812
0.620846
0.014224
0.964153
0.021622
ACA
2023-12-08
216,627
409,050
0.615763
0.014531
0.954643
0.030826
ACA
2023-12-15
297,839
759,535
0.564615
0.018059
0.951345
0.030596
ACA
2023-12-22
198,708
425,642
0.555544
0.018916
0.937415
0.043669
ACA
2023-12-29
130,259
300,635
0.574061
0.022367
0.959807
0.017826
ACA
2024-01-05
176,092
342,819
0.657858
0.014604
0.951015
0.034381
ACA
2024-01-12
137,356
366,186
0.586467
0.004559
0.955159
0.040282
ACA
2024-01-19
149,164
298,579
0.561353
0.016789
0.929229
0.053983
ACA
2024-01-26
193,388
386,599
0.658813
0.010568
0.961688
0.027744
ACA
2024-02-02
188,469
337,124
0.746157
0.016273
0.932563
0.051164
ACA
2024-02-09
162,070
318,026
0.63396
0.012979
0.953644
0.033376
ACA
2024-02-16
268,177
561,125
0.618282
0.017188
0.968291
0.014521
ACA
2024-02-23
182,834
358,070
0.540209
0.006928
0.926302
0.06677
ACA
2024-03-01
230,367
476,751
0.400824
0.009663
0.976317
0.014021
ACA
2024-03-08
207,762
375,405
0.664938
0.010151
0.971731
0.018118
ACA
2024-03-15
229,117
612,238
0.680024
0.007346
0.968427
0.024227
ACA
2024-03-22
144,305
354,757
0.473238
0.004362
0.961724
0.033914
ACA
2024-03-29
150,031
292,428
0.57652
0.004706
0.969269
0.026025
ACA
2024-04-05
182,373
400,032
0.586913
0.009621
0.958271
0.032108
ACA
2024-04-12
155,357
309,534
0.616844
0.011212
0.942914
0.045874
ACA
2024-04-19
206,522
617,226
0.502814
0.018421
0.957446
0.024133
ACA
2024-04-26
260,040
559,599
0.413467
0.012519
0.9706
0.01688
ACA
2024-05-03
240,996
578,969
0.465635
0.015218
0.954111
0.030671
ACA
2024-05-10
205,763
494,897
0.562867
0.024301
0.942199
0.0335
ACA
2024-05-17
146,060
343,321
0.558214
0.01651
0.957051
0.026439
ACA
2024-05-24
172,520
466,904
0.516955
0.009102
0.950369
0.040528
ACA
2024-05-31
147,200
352,352
0.536698
0.01069
0.934022
0.055289
ACA
2024-06-07
113,714
304,035
0.42771
0.010116
0.93893
0.050954
ACA
2024-06-14
133,299
320,453
0.555744
0.013057
0.943097
0.043847
ACA
2024-06-21
151,788
615,459
0.562019
0.012134
0.953485
0.03438
ACA
2024-06-28
185,740
554,709
0.486523
0.009735
0.969053
0.021212
ACA
2024-07-05
142,913
315,261
0.541795
0.012244
0.956538
0.031218
ACA
2024-07-12
134,482
303,222
0.54251
0.006508
0.942301
0.051191
ACA
2024-07-19
265,113
579,651
0.471055
0.009375
0.966692
0.023933
ACA
2024-07-26
223,082
484,342
0.511103
0.006773
0.960184
0.033043
ACA
2024-08-02
280,975
604,296
0.475807
0.007138
0.955576
0.037286
ACA
2024-08-09
384,488
741,144
0.580535
0.01108
0.952961
0.035959
ACA
2024-08-16
301,723
526,086
0.704227
0.015223
0.955879
0.028898
ACA
2024-08-23
292,898
469,813
0.683187
0.006643
0.959477
0.033881
ACA
2024-08-30
273,655
481,283
0.566895
0.007171
0.964802
0.028027
ACA
2024-09-06
198,798
355,796
0.600065
0.005733
0.962079
0.032188
ACA
2024-09-13
251,700
427,250
0.630194
0.011175
0.95585
0.032974
ACA
2024-09-20
316,069
1,052,580
0.548262
0.012
0.962223
0.025776
ACA
2024-09-27
152,500
396,330
0.527604
0.024994
0.952711
0.022295
ACA
2024-10-04
171,790
376,795
0.634995
0.01133
0.960994
0.027676
ACA
2024-10-11
155,416
326,944
0.477384
0.017723
0.974293
0.007984
ACA
2024-10-18
141,424
380,203
0.5927
0.017686
0.980712
0.001602
ACA
2024-10-25
207,431
387,158
0.634222
0.00711
0.990411
0.002479
ACA
2024-11-01
247,904
506,658
0.705022
0.015442
0.981918
0.00264
ACA
2024-11-08
377,293
662,614
0.571774
0.008935
0.987395
0.00367
ACA
2024-11-15
244,065
476,089
0.607892
0.01744
0.980686
0.001874
ACA
2024-11-22
274,840
470,031
0.610281
0.031909
0.966652
0.001439
ACA
2024-11-29
143,125
349,545
0.517128
0.013593
0.983388
0.003019
ACA
2024-12-06
232,019
397,043
0.609399
0.009002
0.989572
0.001426
ACA
2024-12-13
264,321
453,580
0.784996
0.013791
0.984597
0.001612
ACA
2024-12-20
292,150
825,200
0.486128
0.011961
0.983811
0.004229
ACA
2024-12-27
96,582
212,661
0.425517
0.006899
0.993018
0.000083
ACA
2025-01-03
123,273
252,563
0.605845
0.00843
0.990285
0.001285
ACA
2025-01-10
174,816
349,814
0.551288
0.008695
0.989294
0.00201
ACA
2025-01-17
300,564
619,516
0.583204
0.009495
0.989493
0.001012
ACA
2025-01-24
103,528
304,340
0.56636
0.007968
0.990683
0.001349
ACA
2025-01-31
277,575
524,283
0.667222
0.017618
0.979297
0.003084
ACA
2025-02-07
270,421
488,859
0.634664
0.017526
0.973594
0.008879
ACA
2025-02-14
186,292
362,044
0.598593
0.008775
0.989375
0.00185