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
2022-03-18
846,223
2,057,246
0.490487
0.697509
0.250462
0.052029
ACMR
2022-03-25
715,263
1,228,845
0.629855
0.659101
0.286704
0.054195
ACMR
2022-04-01
1,089,781
1,895,340
0.620249
0.617922
0.303904
0.078174
ACMR
2022-04-08
761,089
1,876,730
0.43148
0.625777
0.312628
0.061594
ACMR
2022-04-15
461,152
1,024,982
0.496278
0.628922
0.311875
0.059203
ACMR
2022-04-22
567,651
1,107,542
0.604964
0.630335
0.320457
0.049208
ACMR
2022-04-29
628,317
1,607,046
0.460747
0.617989
0.343904
0.038107
ACMR
2022-05-06
551,885
1,179,131
0.499545
0.646001
0.321815
0.032184
ACMR
2022-05-13
788,531
1,834,980
0.467522
0.571385
0.389272
0.039344
ACMR
2022-05-20
418,400
857,700
0.528285
0.509052
0.443826
0.047121
ACMR
2022-05-27
612,992
1,505,876
0.411248
0.575857
0.339436
0.084707
ACMR
2022-06-03
511,730
1,149,942
0.505058
0.575362
0.390164
0.034474
ACMR
2022-06-10
939,238
2,041,964
0.586145
0.584577
0.362372
0.053051
ACMR
2022-06-17
883,693
1,319,022
0.667725
0.586701
0.381499
0.0318
ACMR
2022-06-24
883,578
1,355,724
0.599311
0.522201
0.447613
0.030186
ACMR
2022-07-01
1,390,450
1,973,691
0.752719
0.61715
0.353092
0.029758
ACMR
2022-07-08
1,089,074
1,788,368
0.721353
0.593283
0.376153
0.030564
ACMR
2022-07-15
472,306
780,805
0.656288
0.569441
0.387039
0.043519
ACMR
2022-07-22
647,401
1,422,078
0.478133
0.569559
0.322935
0.107506
ACMR
2022-07-29
379,986
1,028,690
0.461116
0.486875
0.471614
0.041511
ACMR
2022-08-05
856,179
1,987,920
0.509545
0.646574
0.314028
0.039398
ACMR
2022-08-12
606,124
1,430,982
0.395807
0.571
0.393734
0.035265
ACMR
2022-08-19
663,903
1,592,256
0.443223
0.635892
0.338966
0.025141
ACMR
2022-08-26
334,126
848,775
0.403393
0.577581
0.380675
0.041744
ACMR
2022-09-02
452,305
780,032
0.58058
0.570903
0.373821
0.055276
ACMR
2022-09-09
275,784
597,046
0.534976
0.562825
0.395699
0.041476
ACMR
2022-09-16
416,011
691,479
0.650005
0.603378
0.349538
0.047084
ACMR
2022-09-23
341,803
572,506
0.666207
0.606935
0.36019
0.032874
ACMR
2022-09-30
888,939
1,722,070
0.558176
0.696715
0.20885
0.094435
ACMR
2022-10-07
680,021
1,032,715
0.684774
0.624915
0.274668
0.100417
ACMR
2022-10-14
1,722,461
4,401,740
0.427115
0.606849
0.286495
0.106656
ACMR
2022-10-21
1,425,599
4,913,314
0.323907
0.603414
0.352437
0.044149
ACMR
2022-10-28
1,423,455
3,848,599
0.320021
0.54181
0.41685
0.04134
ACMR
2022-11-04
1,245,953
3,427,808
0.385781
0.604485
0.347482
0.048032
ACMR
2022-11-11
1,498,197
4,492,653
0.292687
0.747579
0.233295
0.019126
ACMR
2022-11-18
519,644
2,019,680
0.237922
0.758676
0.220745
0.020578
ACMR
2022-11-25
191,158
676,778
0.327254
0.722436
0.237803
0.039761
ACMR
2022-12-02
346,364
1,252,716
0.296869
0.664066
0.304613
0.031321
ACMR
2022-12-09
430,093
1,348,796
0.393304
0.713067
0.268391
0.018542
ACMR
2022-12-16
1,096,784
2,747,807
0.482299
0.71283
0.262482
0.024688
ACMR
2022-12-23
337,933
1,545,116
0.273855
0.695844
0.280395
0.02376
ACMR
2022-12-30
386,368
1,046,018
0.321111
0.759107
0.217246
0.023648
ACMR
2023-01-06
1,983,070
4,307,841
0.4188
0.706554
0.276986
0.01646
ACMR
2023-01-13
681,517
2,815,934
0.298563
0.732401
0.241833
0.025766
ACMR
2023-01-20
297,263
1,330,553
0.253317
0.752393
0.22516
0.022447
ACMR
2023-01-27
704,144
2,040,726
0.366011
0.757883
0.204834
0.037284
ACMR
2023-02-03
722,374
2,554,012
0.305334
0.762208
0.217511
0.02028
ACMR
2023-02-10
592,598
1,579,254
0.436277
0.772709
0.201098
0.026194
ACMR
2023-02-17
820,263
2,255,665
0.411895
0.762026
0.213582
0.024392
ACMR
2023-02-24
856,313
1,960,333
0.547026
0.714194
0.263821
0.021985
ACMR
2023-03-03
877,098
2,642,695
0.302286
0.718507
0.250663
0.03083
ACMR
2023-03-10
1,232,704
3,335,654
0.35768
0.713982
0.256446
0.029571
ACMR
2023-03-17
552,561
1,570,407
0.385158
0.717153
0.252139
0.030708
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