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
2021-04-23
273,233
685,873
0.50025
0.594086
0.344905
0.061009
ACMR
2021-04-30
258,490
473,809
0.606146
0.660335
0.287766
0.051899
ACMR
2021-05-07
438,793
754,893
0.608746
0.527548
0.343332
0.12912
ACMR
2021-05-14
564,163
1,450,928
0.507935
0.521101
0.325253
0.153646
ACMR
2021-05-21
280,099
790,102
0.513929
0.59656
0.355022
0.048418
ACMR
2021-05-28
412,701
661,182
0.58949
0.664685
0.300705
0.03461
ACMR
2021-06-04
436,595
678,576
0.616166
0.61027
0.339385
0.050345
ACMR
2021-06-11
457,059
716,306
0.637637
0.691621
0.271384
0.036994
ACMR
2021-06-18
697,401
1,252,905
0.604036
0.648716
0.325173
0.026112
ACMR
2021-06-25
330,589
747,804
0.503129
0.659266
0.288319
0.052415
ACMR
2021-07-02
318,137
513,109
0.613565
0.643543
0.277998
0.078459
ACMR
2021-07-09
504,008
1,124,599
0.47373
0.696568
0.262913
0.04052
ACMR
2021-07-16
860,435
1,535,571
0.52039
0.65378
0.254063
0.092157
ACMR
2021-07-23
421,772
925,450
0.504856
0.630943
0.33594
0.033117
ACMR
2021-07-30
342,766
936,057
0.505172
0.630794
0.323507
0.045699
ACMR
2021-08-06
382,556
1,017,211
0.431891
0.634277
0.315687
0.050037
ACMR
2021-08-13
408,026
805,670
0.499911
0.550271
0.40246
0.047268
ACMR
2021-08-20
420,895
849,905
0.476949
0.592141
0.36243
0.045429
ACMR
2021-08-27
552,222
1,166,850
0.504313
0.57047
0.366582
0.062949
ACMR
2021-09-03
256,803
646,129
0.427057
0.565298
0.380379
0.054323
ACMR
2021-09-10
615,297
1,113,806
0.601594
0.537939
0.354805
0.107255
ACMR
2021-09-17
300,674
647,496
0.509384
0.596026
0.320719
0.083255
ACMR
2021-09-24
282,924
559,637
0.495272
0.563359
0.39851
0.038131
ACMR
2021-10-01
663,013
1,075,361
0.597024
0.70171
0.263738
0.034552
ACMR
2021-10-08
472,276
717,245
0.713684
0.551061
0.410975
0.037963
ACMR
2021-10-15
262,043
730,099
0.486292
0.620063
0.347088
0.032848
ACMR
2021-10-22
233,910
611,579
0.420276
0.563022
0.397937
0.039041
ACMR
2021-10-29
304,901
719,885
0.51227
0.540006
0.34256
0.117434
ACMR
2021-11-05
409,556
846,182
0.546168
0.54893
0.404286
0.046783
ACMR
2021-11-12
340,161
563,505
0.599389
0.620755
0.351102
0.028143
ACMR
2021-11-19
501,391
853,842
0.671829
0.648575
0.311586
0.039839
ACMR
2021-11-26
297,954
637,088
0.490822
0.644563
0.323781
0.031656
ACMR
2021-12-03
358,525
792,421
0.500173
0.617604
0.334697
0.047699
ACMR
2021-12-10
278,044
619,481
0.4961
0.631306
0.332811
0.035884
ACMR
2021-12-17
308,744
696,151
0.557863
0.5716
0.390366
0.038034
ACMR
2021-12-24
179,178
423,454
0.543323
0.66985
0.247542
0.082608
ACMR
2021-12-31
307,382
558,679
0.593339
0.650058
0.308496
0.041446
ACMR
2022-01-07
375,915
704,201
0.540807
0.732524
0.219332
0.048145
ACMR
2022-01-14
284,228
432,796
0.687187
0.629654
0.324904
0.045442
ACMR
2022-01-21
274,651
461,921
0.64707
0.634665
0.32601
0.039325
ACMR
2022-01-28
252,053
463,461
0.617254
0.641138
0.284237
0.074624
ACMR
2022-02-04
134,596
288,750
0.574816
0.658186
0.293367
0.048447
ACMR
2022-02-11
159,667
335,821
0.543327
0.626114
0.336799
0.037087
ACMR
2022-02-18
217,660
395,481
0.560086
0.640265
0.321102
0.038633
ACMR
2022-02-25
275,874
464,198
0.586652
0.595869
0.363732
0.040399
ACMR
2022-03-04
279,037
471,778
0.615109
0.688283
0.287227
0.02449
ACMR
2022-03-11
1,155,741
2,258,407
0.49808
0.661885
0.300344
0.037771
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