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
2020-04-17
573,820
969,696
0.630304
0.545239
0.359042
0.095719
ACMR
2020-04-24
504,024
906,696
0.638776
0.573684
0.310277
0.116039
ACMR
2020-05-01
665,691
1,166,952
0.586766
0.520823
0.382407
0.09677
ACMR
2020-05-08
796,871
1,423,813
0.555357
0.536636
0.399906
0.063458
ACMR
2020-05-15
1,579,346
2,725,809
0.597749
0.613983
0.348832
0.037184
ACMR
2020-05-22
1,092,466
2,374,258
0.50998
0.638703
0.320237
0.04106
ACMR
2020-05-29
722,879
1,233,414
0.527026
0.582733
0.366805
0.050462
ACMR
2020-06-05
550,623
1,202,068
0.453863
0.567168
0.366364
0.066468
ACMR
2020-06-12
828,595
1,617,723
0.571533
0.517385
0.327578
0.155036
ACMR
2020-06-19
483,791
994,500
0.579139
0.623833
0.314605
0.061562
ACMR
2020-06-26
481,169
960,463
0.537603
0.609849
0.33751
0.052641
ACMR
2020-07-03
540,349
1,045,716
0.598899
0.570822
0.371863
0.057315
ACMR
2020-07-10
1,335,457
2,248,355
0.600593
0.611153
0.324221
0.064626
ACMR
2020-07-17
1,128,717
2,139,834
0.558719
0.597213
0.345288
0.057499
ACMR
2020-07-24
517,446
1,043,672
0.548916
0.574702
0.377467
0.047831
ACMR
2020-07-31
379,384
819,686
0.550442
0.6378
0.312721
0.049479
ACMR
2020-08-07
705,838
1,424,714
0.599057
0.631552
0.326551
0.041897
ACMR
2020-08-14
353,356
730,136
0.502981
0.620654
0.332599
0.046747
ACMR
2020-08-21
420,965
878,329
0.449788
0.519703
0.337289
0.143008
ACMR
2020-08-28
343,568
674,040
0.633633
0.555567
0.292899
0.151533
ACMR
2020-09-04
425,046
914,796
0.481092
0.599827
0.296111
0.104062
ACMR
2020-09-11
1,118,167
2,350,994
0.505088
0.639269
0.322943
0.037788
ACMR
2020-09-18
468,284
1,003,067
0.499542
0.618441
0.339082
0.042478
ACMR
2020-09-25
187,399
555,533
0.379457
0.583782
0.358312
0.057906
ACMR
2020-10-02
285,716
652,876
0.444644
0.5819
0.362447
0.055653
ACMR
2020-10-09
489,163
982,390
0.5333
0.53557
0.420065
0.044365
ACMR
2020-10-16
397,429
893,149
0.399469
0.674879
0.28509
0.040031
ACMR
2020-10-23
230,603
473,207
0.534843
0.643685
0.313165
0.04315
ACMR
2020-10-30
417,363
653,315
0.652283
0.672275
0.29594
0.031785
ACMR
2020-11-06
640,161
1,177,806
0.568509
0.625737
0.263884
0.110379
ACMR
2020-11-13
379,998
725,256
0.534165
0.62667
0.250482
0.122847
ACMR
2020-11-20
312,441
705,181
0.464596
0.72981
0.23525
0.03494
ACMR
2020-11-27
268,629
439,241
0.577923
0.682511
0.277445
0.040043
ACMR
2020-12-04
282,644
607,835
0.552217
0.673485
0.289141
0.037375
ACMR
2020-12-11
271,143
583,980
0.478885
0.695071
0.272762
0.032167
ACMR
2020-12-18
337,272
505,999
0.599883
0.666615
0.263288
0.070096
ACMR
2020-12-25
307,079
502,015
0.660073
0.622774
0.332392
0.044833
ACMR
2021-01-01
600,432
967,507
0.697737
0.670397
0.284179
0.045424
ACMR
2021-01-08
886,510
1,700,632
0.59546
0.655704
0.279503
0.064793
ACMR
2021-01-15
271,394
608,619
0.505664
0.642165
0.286521
0.071314
ACMR
2021-01-22
308,428
897,702
0.467014
0.695745
0.261263
0.042992
ACMR
2021-01-29
364,202
615,297
0.642122
0.621755
0.341824
0.036421
ACMR
2021-02-05
264,013
527,626
0.55985
0.663329
0.304657
0.032014
ACMR
2021-02-12
732,751
1,465,999
0.56275
0.654241
0.320542
0.025217
ACMR
2021-02-19
333,985
760,188
0.547843
0.714326
0.252497
0.033177
ACMR
2021-02-26
532,065
1,017,188
0.555711
0.680744
0.232345
0.086911
ACMR
2021-03-05
754,971
1,211,269
0.609601
0.729603
0.224873
0.045525
ACMR
2021-03-12
548,623
964,045
0.598909
0.593548
0.371784
0.034667
ACMR
2021-03-19
263,527
617,585
0.525495
0.639016
0.310973
0.050011
ACMR
2021-03-26
417,621
744,692
0.541341
0.558999
0.403951
0.03705
ACMR
2021-04-02
310,192
782,568
0.435458
0.594221
0.362234
0.043545
ACMR
2021-04-09
202,325
441,970
0.461414
0.608872
0.344008
0.04712
ACMR
2021-04-16
269,077
546,984
0.515666
0.566159
0.390373
0.043469
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