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
ACMR
2023-03-24
527,953
1,404,211
0.376948
0.755527
0.225489
0.018984
ACMR
2023-03-31
328,780
790,557
0.414726
0.706444
0.277995
0.015561
ACMR
2023-04-07
602,108
1,260,265
0.470269
0.745846
0.234256
0.019898
ACMR
2023-04-14
375,233
1,012,449
0.365348
0.713593
0.262658
0.023748
ACMR
2023-04-21
365,077
970,051
0.436553
0.625933
0.345132
0.028935
ACMR
2023-04-28
446,150
1,282,121
0.403927
0.623197
0.344737
0.032065
ACMR
2023-05-05
424,108
1,340,557
0.391456
0.741656
0.239977
0.018367
ACMR
2023-05-12
392,408
1,486,670
0.340177
0.654464
0.308334
0.037201
ACMR
2023-05-19
280,041
1,385,644
0.218445
0.702803
0.269708
0.027489
ACMR
2023-05-26
418,382
1,191,443
0.363049
0.745406
0.237152
0.017442
ACMR
2023-06-02
492,267
1,135,998
0.460548
0.77295
0.215079
0.011971
ACMR
2023-06-09
450,116
1,054,237
0.470265
0.748805
0.247029
0.004166
ACMR
2023-06-16
571,912
1,337,065
0.420397
0.813699
0.182072
0.004229
ACMR
2023-06-23
490,213
974,995
0.522211
0.83308
0.165146
0.001774
ACMR
2023-06-30
406,672
817,681
0.450933
0.530411
0.463004
0.006585
ACMR
2023-07-07
219,932
415,299
0.553706
0.037876
0.950333
0.01179
ACMR
2023-07-14
108,821
219,240
0.576975
0.032845
0.949918
0.017238
ACMR
2023-07-21
91,096
171,547
0.509547
0.065159
0.916265
0.018575
ACMR
2023-07-28
89,283
193,242
0.40182
0.012683
0.965218
0.022099
ACMR
2023-08-04
134,618
390,130
0.30561
0.030709
0.955579
0.013712
ACMR
2023-08-11
122,748
320,471
0.393859
0.028622
0.949663
0.021714
ACMR
2023-08-18
88,847
176,670
0.568871
0.026193
0.950501
0.023306
ACMR
2023-08-25
184,172
537,049
0.404377
0.028045
0.951409
0.020546
ACMR
2023-09-01
162,165
391,597
0.457707
0.02489
0.951459
0.023651
ACMR
2023-09-08
154,532
392,505
0.501214
0.04387
0.926156
0.029974
ACMR
2023-09-15
119,982
396,912
0.34303
0.032348
0.95272
0.014933
ACMR
2023-09-22
89,443
195,907
0.517447
0.036541
0.935777
0.027681
ACMR
2023-09-29
166,372
357,972
0.598937
0.0452
0.93223
0.02257
ACMR
2023-10-06
165,923
315,878
0.607383
0.04433
0.934083
0.021587
ACMR
2023-10-13
335,053
578,384
0.561941
0.036659
0.931262
0.032079
ACMR
2023-10-20
436,757
656,905
0.652191
0.030149
0.944183
0.025668
ACMR
2023-10-27
480,754
1,007,168
0.609581
0.026559
0.936963
0.036479
ACMR
2023-11-03
329,048
748,543
0.514201
0.019034
0.961627
0.019339
ACMR
2023-11-10
339,559
703,836
0.59392
0.031239
0.944887
0.023874
ACMR
2023-11-17
198,347
340,112
0.607079
0.030791
0.942999
0.02621
ACMR
2023-11-24
121,231
290,251
0.525107
0.038092
0.953591
0.008317
ACMR
2023-12-01
166,668
354,345
0.568907
0.026997
0.935811
0.037192
ACMR
2023-12-08
148,777
198,749
0.681795
0.022243
0.945545
0.032212
ACMR
2023-12-15
194,473
321,240
0.559075
0.017433
0.957488
0.02508
ACMR
2023-12-22
124,759
218,999
0.61953
0.031257
0.923982
0.04476
ACMR
2023-12-29
112,221
192,065
0.472176
0.016694
0.954388
0.028918
ACMR
2024-01-05
156,503
232,699
0.744013
0.025546
0.957588
0.016866
ACMR
2024-01-12
342,182
595,810
0.560976
0.044329
0.91196
0.043711
ACMR
2024-01-19
238,103
470,880
0.432349
0.032598
0.942224
0.025178
ACMR
2024-01-26
235,333
586,796
0.481999
0.03093
0.906245
0.062825
ACMR
2024-02-02
217,917
346,865
0.573111
0.02689
0.950678
0.022432
ACMR
2024-02-09
214,274
351,570
0.481287
0.018295
0.962468
0.019237
ACMR
2024-02-16
264,943
418,854
0.57214
0.016357
0.966261
0.017382
ACMR
2024-02-23
265,333
443,804
0.57545
0.03674
0.941014
0.022245
ACMR
2024-03-01
811,947
1,810,074
0.486896
0.037564
0.905541
0.056896
ACMR
2024-03-08
313,038
1,135,334
0.290933
0.026753
0.922224
0.051023
ACMR
2024-03-15
125,702
506,719
0.245303
0.028237
0.930051
0.041713
ACMR
2024-03-22
218,644
619,576
0.358502
0.01528
0.937521
0.047199
ACMR
2024-03-29
166,066
296,691
0.468992
0.012191
0.933223
0.054586
ACMR
2024-04-05
319,657
493,344
0.642558
0.017836
0.897815
0.084349
ACMR
2024-04-12
203,892
340,381
0.589581
0.02762
0.861978
0.110402
ACMR
2024-04-19
278,321
399,205
0.707504
0.044343
0.868469
0.087188
ACMR
2024-04-26
261,468
522,963
0.580611
0.05036
0.884111
0.065529
ACMR
2024-05-03
216,158
359,782
0.609912
0.034562
0.880557
0.084881
ACMR
2024-05-10
300,822
541,955
0.618514
0.02395
0.901875
0.074175
ACMR
2024-05-17
345,467
618,038
0.612817
0.02773
0.920108
0.052162
ACMR
2024-05-24
172,951
296,076
0.578309
0.023932
0.913753
0.062315
ACMR
2024-05-31
120,476
251,610
0.466652
0.024329
0.911401
0.06427
ACMR
2024-06-07
289,054
500,136
0.549453
0.026505
0.909119
0.064376
ACMR
2024-06-14
313,144
582,412
0.504629
0.02298
0.898276
0.078745
ACMR
2024-06-21
145,173
289,803
0.451843
0.021795
0.873664
0.104541
ACMR
2024-06-28
171,308
291,205
0.532837
0.018051
0.882374
0.099575
ACMR
2024-07-05
140,313
231,207
0.593008
0.024733
0.866594
0.108674
ACMR
2024-07-12
254,669
398,785
0.633992
0.024112
0.893086
0.082803
ACMR
2024-07-19
370,934
598,048
0.6169
0.02409
0.88828
0.08763
ACMR
2024-07-26
278,159
462,584
0.653847
0.027955
0.876926
0.09512
ACMR
2024-08-02
233,585
732,031
0.495029
0.039432
0.898384
0.062184
ACMR
2024-08-09
495,114
976,768
0.49734
0.037908
0.891399
0.070694
ACMR
2024-08-16
186,254
414,941
0.544997
0.040817
0.886752
0.072431
ACMR
2024-08-23
137,230
235,741
0.581884
0.033466
0.840013
0.126521
ACMR
2024-08-30
125,392
250,373
0.47875
0.022113
0.922711
0.055176
ACMR
2024-09-06
108,755
207,460
0.564256
0.031531
0.911729
0.05674
ACMR
2024-09-13
103,376
211,244
0.503221
0.040169
0.900456
0.059375
ACMR
2024-09-20
107,556
180,281
0.62694
0.032717
0.882163
0.08512
ACMR
2024-09-27
199,697
455,614
0.490621
0.027518
0.889317
0.083164
ACMR
2024-10-04
398,244
724,664
0.55608
0.02478
0.910566
0.064654
ACMR
2024-10-11
409,117
875,430
0.464496
0.025915
0.938015
0.03607
ACMR
2024-10-18
169,708
402,459
0.47436
0.017317
0.979313
0.00337
ACMR
2024-10-25
138,664
270,913
0.455628
0.031968
0.965542
0.00249
ACMR
2024-11-01
125,646
228,195
0.604587
0.025684
0.971621
0.002695
ACMR
2024-11-08
295,634
588,295
0.552752
0.037727
0.953084
0.009189
ACMR
2024-11-15
131,695
281,531
0.550506
0.049621
0.9466
0.003779
ACMR
2024-11-22
130,604
283,187
0.423912
0.015553
0.983583
0.000864
ACMR
2024-11-29
153,476
352,193
0.475715
0.020767
0.978334
0.000899
ACMR
2024-12-06
623,143
1,397,301
0.457425
0.049399
0.948026
0.002575
ACMR
2024-12-13
264,854
523,920
0.482572
0.033963
0.964735
0.001302
ACMR
2024-12-20
239,418
396,427
0.533657
0.031028
0.967295
0.001677
ACMR
2024-12-27
105,308
158,197
0.688869
0.017276
0.942544
0.040179
ACMR
2025-01-03
144,614
246,022
0.724136
0.026656
0.963565
0.009779
ACMR
2025-01-10
150,565
253,394
0.6905
0.036439
0.953589
0.009973
ACMR
2025-01-17
229,391
466,437
0.47536
0.044185
0.954367
0.001448
ACMR
2025-01-24
101,494
180,934
0.603204
0.050323
0.916637
0.03304
ACMR
2025-01-31
262,226
589,904
0.450285
0.029999
0.950313
0.019688
ACMR
2025-02-07
275,527
507,483
0.463637
0.024252
0.953932
0.021816
ACMR
2025-02-14
170,176
431,696
0.401038
0.021004
0.948242
0.030754