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
ACRS
2022-09-30
482,402
694,804
0.637392
0.597356
0.302229
0.100415
ACRS
2022-10-07
294,924
594,651
0.657264
0.508875
0.350492
0.140633
ACRS
2022-10-14
385,556
603,979
0.729353
0.590543
0.292765
0.116692
ACRS
2022-10-21
294,305
765,607
0.555556
0.559237
0.390296
0.050468
ACRS
2022-10-28
290,144
1,231,657
0.480503
0.581675
0.352748
0.065577
ACRS
2022-11-04
210,712
408,601
0.586125
0.56548
0.350375
0.084145
ACRS
2022-11-11
462,849
1,284,071
0.614685
0.561806
0.380453
0.057741
ACRS
2022-11-18
558,360
1,136,485
0.558217
0.680335
0.288739
0.030926
ACRS
2022-11-25
233,653
430,105
0.582082
0.683373
0.284917
0.03171
ACRS
2022-12-02
480,647
1,092,508
0.595912
0.695684
0.272156
0.032159
ACRS
2022-12-09
386,622
605,563
0.736208
0.663246
0.287721
0.049033
ACRS
2022-12-16
413,603
685,514
0.569489
0.647223
0.324856
0.027921
ACRS
2022-12-23
463,195
706,344
0.579309
0.695924
0.274232
0.029844
ACRS
2022-12-30
226,183
366,050
0.591045
0.721752
0.245937
0.032311
ACRS
2023-01-06
276,730
509,009
0.554036
0.691857
0.264887
0.043255
ACRS
2023-01-13
264,617
607,836
0.560957
0.675071
0.282686
0.042243
ACRS
2023-01-20
202,556
1,024,906
0.468349
0.700524
0.239745
0.059731
ACRS
2023-01-27
314,089
1,808,269
0.434275
0.700851
0.248329
0.05082
ACRS
2023-02-03
1,035,292
3,580,169
0.426286
0.721213
0.250344
0.028443
ACRS
2023-02-10
509,904
2,821,216
0.287542
0.729565
0.231941
0.038494
ACRS
2023-02-17
757,913
3,212,982
0.354875
0.736921
0.227347
0.035732
ACRS
2023-02-24
561,415
2,385,358
0.420609
0.547183
0.412572
0.040245
ACRS
2023-03-03
730,684
1,706,879
0.487396
0.687047
0.270686
0.042267
ACRS
2023-03-10
7,357,480
15,743,478
0.510107
0.740031
0.236374
0.023594
ACRS
2023-03-17
898,043
1,881,210
0.503407
0.632746
0.328025
0.039229
ACRS
2023-03-24
755,989
1,567,732
0.574448
0.621737
0.341496
0.036767
ACRS
2023-03-31
667,964
4,884,157
0.533825
0.602491
0.359785
0.037725
ACRS
2023-04-07
611,437
1,047,064
0.592778
0.719752
0.249578
0.030671
ACRS
2023-04-14
526,955
1,221,814
0.487836
0.704601
0.266518
0.028881
ACRS
2023-04-21
570,170
1,457,216
0.480472
0.686993
0.280548
0.032459
ACRS
2023-04-28
411,287
1,380,032
0.438941
0.61467
0.33856
0.04677
ACRS
2023-05-05
425,177
1,265,331
0.434313
0.673282
0.288222
0.038496
ACRS
2023-05-12
823,944
1,432,109
0.622295
0.641937
0.322614
0.035449
ACRS
2023-05-19
692,819
1,293,673
0.630296
0.734968
0.230084
0.034948
ACRS
2023-05-26
420,405
940,968
0.540156
0.677997
0.279403
0.0426
ACRS
2023-06-02
584,446
1,455,694
0.621873
0.733894
0.242895
0.023212
ACRS
2023-06-09
314,735
727,286
0.434091
0.70552
0.290558
0.003922
ACRS
2023-06-16
1,403,741
2,365,602
0.646146
0.762402
0.23431
0.003288
ACRS
2023-06-23
800,787
1,677,408
0.647269
0.769328
0.226689
0.003983
ACRS
2023-06-30
548,111
767,055
0.704412
0.49284
0.498855
0.008305
ACRS
2023-07-07
101,872
153,579
0.723247
0.043574
0.918725
0.0377
ACRS
2023-07-14
117,903
161,493
0.724758
0.059302
0.92272
0.017978
ACRS
2023-07-21
143,352
199,244
0.756692
0.041337
0.949215
0.009448
ACRS
2023-07-28
87,240
134,556
0.648671
0.073373
0.925309
0.001318
ACRS
2023-08-04
97,948
159,117
0.55607
0.032582
0.961889
0.00553
ACRS
2023-08-11
172,699
246,988
0.658457
0.047834
0.933389
0.018777
ACRS
2023-08-18
174,435
456,076
0.569881
0.046377
0.931924
0.021699
ACRS
2023-08-25
141,458
267,707
0.393466
0.04493
0.954515
0.000556
ACRS
2023-09-01
197,856
421,516
0.420626
0.03641
0.951104
0.012486
ACRS
2023-09-08
167,658
247,547
0.685006
0.057593
0.916934
0.025473
ACRS
2023-09-15
192,399
322,715
0.483355
0.034294
0.938873
0.026833
ACRS
2023-09-22
361,010
602,900
0.583631
0.013176
0.974097
0.012727
ACRS
2023-09-29
315,668
514,310
0.605338
0.041252
0.942838
0.01591
ACRS
2023-10-06
311,044
462,896
0.671324
0.035303
0.955574
0.009124
ACRS
2023-10-13
310,634
433,334
0.723014
0.056713
0.929184
0.014103
ACRS
2023-10-20
373,802
501,294
0.758089
0.029165
0.964738
0.006096
ACRS
2023-10-27
411,588
607,627
0.6729
0.039404
0.949939
0.010658
ACRS
2023-11-03
393,438
632,960
0.681997
0.087136
0.894035
0.018829
ACRS
2023-11-10
346,390
586,596
0.592776
0.089697
0.886383
0.02392
ACRS
2023-11-17
4,983,661
14,727,154
0.514137
0.018697
0.973537
0.007766
ACRS
2023-11-24
572,136
1,703,260
0.366601
0.022198
0.942818
0.034985
ACRS
2023-12-01
514,629
1,039,389
0.436429
0.027488
0.949654
0.022858
ACRS
2023-12-08
539,153
1,028,342
0.456032
0.02465
0.928774
0.046576
ACRS
2023-12-15
542,779
1,268,494
0.512906
0.055832
0.901735
0.042433
ACRS
2023-12-22
373,686
1,069,915
0.41688
0.038259
0.927005
0.034736
ACRS
2023-12-29
174,158
536,709
0.49124
0.138784
0.845736
0.01548
ACRS
2024-01-05
224,915
597,650
0.494541
0.127054
0.865631
0.007315
ACRS
2024-01-12
649,788
1,852,113
0.361043
0.028346
0.957677
0.013977
ACRS
2024-01-19
863,761
1,468,573
0.693851
0.068056
0.922004
0.00994
ACRS
2024-01-26
565,795
1,025,243
0.483376
0.083378
0.908103
0.008519
ACRS
2024-02-02
297,787
559,450
0.540634
0.114321
0.884351
0.001328
ACRS
2024-02-09
414,864
829,385
0.503465
0.069037
0.928856
0.002108
ACRS
2024-02-16
471,501
830,178
0.693986
0.160698
0.836843
0.00246
ACRS
2024-02-23
394,263
599,300
0.602917
0.17609
0.822124
0.001787
ACRS
2024-03-01
744,039
1,303,309
0.641807
0.111262
0.883855
0.004882
ACRS
2024-03-08
403,217
1,006,875
0.469143
0.058829
0.933759
0.007413
ACRS
2024-03-15
428,173
788,868
0.582436
0.092647
0.90314
0.004213
ACRS
2024-03-22
301,771
491,025
0.626865
0.119878
0.878565
0.001557
ACRS
2024-03-29
185,311
383,724
0.630517
0.052797
0.941202
0.006002
ACRS
2024-04-05
192,369
424,379
0.492947
0.091923
0.905398
0.002678
ACRS
2024-04-12
192,609
307,950
0.678804
0.109837
0.88199
0.008173
ACRS
2024-04-19
226,534
398,003
0.663819
0.121216
0.875892
0.002892
ACRS
2024-04-26
305,496
529,760
0.537715
0.102674
0.87171
0.025616
ACRS
2024-05-03
220,566
417,652
0.679901
0.093353
0.903827
0.00282
ACRS
2024-05-10
133,886
339,287
0.513806
0.083306
0.874688
0.042006
ACRS
2024-05-17
63,922
242,628
0.311316
0.149988
0.813273
0.036738
ACRS
2024-05-24
77,453
190,794
0.485943
0.061055
0.891612
0.047332
ACRS
2024-05-31
139,049
292,755
0.512235
0.140735
0.773824
0.085442
ACRS
2024-06-07
69,420
163,451
0.605055
0.229388
0.680952
0.08966
ACRS
2024-06-14
83,544
222,706
0.479772
0.076135
0.713489
0.210376
ACRS
2024-06-21
101,316
213,460
0.64052
0.19777
0.765418
0.036812
ACRS
2024-06-28
178,038
353,207
0.533673
0.120176
0.839903
0.039921
ACRS
2024-07-05
137,983
328,272
0.401464
0.114509
0.851252
0.034239
ACRS
2024-07-12
258,635
481,634
0.487049
0.042781
0.948481
0.008739
ACRS
2024-07-19
319,642
560,131
0.571257
0.112648
0.88214
0.005212
ACRS
2024-07-26
105,270
242,911
0.409704
0.071762
0.918157
0.010081
ACRS
2024-08-02
201,226
336,257
0.65579
0.09889
0.893496
0.007615
ACRS
2024-08-09
234,066
357,814
0.681918
0.212201
0.765021
0.022777
ACRS
2024-08-16
80,085
118,312
0.643984
0.189823
0.763152
0.047026
ACRS
2024-08-23
35,252
71,500
0.50376
0.224663
0.676065
0.099272