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
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
ACRS
2024-08-30
18,777
40,647
0.502732
0.215102
0.646006
0.138892
ACRS
2024-09-06
10,417
40,658
0.477801
0.252127
0.663605
0.084268
ACRS
2024-09-13
9,513
42,373
0.34608
0.22912
0.730092
0.040788
ACRS
2024-09-20
46,041
91,125
0.390181
0.029776
0.948044
0.02218
ACRS
2024-09-27
50,763
122,206
0.386621
0.03032
0.95937
0.01031
ACRS
2024-10-04
30,857
79,307
0.275955
0.042216
0.848605
0.109179
ACRS
2024-10-11
30,458
85,566
0.297453
0.06484
0.893236
0.041924
ACRS
2024-10-18
22,628
86,043
0.265484
0.019508
0.955905
0.024587
ACRS
2024-10-25
199,934
421,324
0.545425
0.029799
0.969009
0.001192
ACRS
2024-11-01
106,110
313,538
0.37144
0.125443
0.855258
0.019299
ACRS
2024-11-08
93,562
303,738
0.37243
0.097292
0.8879
0.014809
ACRS
2024-11-15
128,221
356,962
0.203007
0.078444
0.921556
0
ACRS
2024-11-22
4,357,133
8,190,741
0.48002
0.023002
0.973492
0.003505
ACRS
2024-11-29
156,476
447,980
0.238084
0.007242
0.992758
0
ACRS
2024-12-06
161,423
425,299
0.451664
0.074204
0.912683
0.013113
ACRS
2024-12-13
195,386
409,370
0.443121
0.039048
0.95842
0.002533
ACRS
2024-12-20
172,802
381,137
0.484359
0.086927
0.913073
0
ACRS
2024-12-27
133,006
258,075
0.422321
0.068683
0.93091
0.000407
ACRS
2025-01-03
113,389
251,218
0.567278
0.109801
0.88578
0.004419
ACRS
2025-01-10
85,909
232,850
0.428553
0.15216
0.84784
0
ACRS
2025-01-17
140,094
407,848
0.405823
0.199398
0.800602
0
ACRS
2025-01-24
125,304
254,517
0.478816
0.233269
0.766731
0
ACRS
2025-01-31
112,004
257,122
0.385529
0.117288
0.881223
0.001489
ACRS
2025-02-07
146,999
276,507
0.505796
0.188941
0.80984
0.001219
ACRS
2025-02-14
96,195
199,508
0.403636
0.134275
0.865714
0.000012
ACRS
2025-02-21
58,827
107,486
0.530988
0.092372
0.896852
0.010776
ACRS
2025-02-28
126,109
254,922
0.336752
0.02765
0.97235
0
ACRS
2025-03-07
112,512
351,744
0.363482
0.092104
0.907896
0
ACRS
2025-03-14
190,417
603,416
0.267991
0.117786
0.873106
0.009107
ACRS
2025-03-21
208,600
612,251
0.320273
0.199574
0.792591
0.007835
ACRS
2025-03-28
211,617
387,617
0.650596
0.125365
0.857196
0.017439
ACRS
2025-04-04
62,492
143,862
0.481133
0.124039
0.875944
0.000017
ACRV
2022-11-18
177,914
824,609
0.254698
0.715521
0.250706
0.033773
ACRV
2022-11-25
82,789
214,108
0.371129
0.777216
0.198808
0.023976
ACRV
2022-12-02
35,681
79,308
0.375982
0.781315
0.181077
0.037608
ACRV
2022-12-09
3,958
20,208
0.245614
0.772349
0.227651
0
ACRV
2022-12-16
13,736
35,990
0.352425
0.78407
0.21593
0
ACRV
2022-12-23
8,235
33,725
0.265939
0.644225
0.355775
0
ACRV
2022-12-30
3,840
14,912
0.347608
0.667293
0.172052
0.160655
ACRV
2023-01-06
3,193
9,224
0.302027
0.685071
0.114378
0.200551
ACRV
2023-01-13
16,560
56,451
0.39216
0.93456
0.037497
0.027943
ACRV
2023-01-20
9,719
20,026
0.425893
0.730293
0.269627
0.00008
ACRV
2023-01-27
7,811
18,842
0.520204
0.795804
0.197652
0.006543
ACRV
2023-02-03
26,134
55,304
0.457801
0.740467
0.246203
0.01333
ACRV
2023-02-10
57,038
210,776
0.429097
0.73089
0.26482
0.00429
ACRV
2023-02-17
97,269
198,227
0.53045
0.751446
0.228765
0.019789
ACRV
2023-02-24
55,163
127,190
0.363079
0.80535
0.18704
0.00761