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
ABM
2023-03-03
808,086
1,125,963
0.799517
0.312123
0.665125
0.022751
ABM
2023-03-10
1,429,709
1,979,071
0.774774
0.365983
0.60643
0.027587
ABM
2023-03-17
1,417,277
2,226,746
0.749102
0.302827
0.679207
0.017966
ABM
2023-03-24
1,042,578
1,555,451
0.675447
0.265427
0.708462
0.026111
ABM
2023-03-31
817,612
1,083,878
0.744332
0.252519
0.726272
0.021209
ABM
2023-04-07
650,665
958,126
0.686062
0.41089
0.56919
0.01992
ABM
2023-04-14
587,324
1,050,961
0.587611
0.326021
0.653394
0.020585
ABM
2023-04-21
453,043
838,803
0.548527
0.325987
0.654397
0.019616
ABM
2023-04-28
569,471
933,602
0.538856
0.303609
0.67002
0.026371
ABM
2023-05-05
546,049
771,509
0.685411
0.307487
0.665128
0.027385
ABM
2023-05-12
409,189
650,959
0.621595
0.31461
0.659641
0.025749
ABM
2023-05-19
574,002
1,052,604
0.593847
0.279307
0.68877
0.031922
ABM
2023-05-26
605,082
1,300,274
0.490037
0.324658
0.635895
0.039447
ABM
2023-06-02
401,292
838,211
0.58189
0.283367
0.681745
0.034888
ABM
2023-06-09
953,718
1,957,012
0.618315
0.423281
0.568547
0.008172
ABM
2023-06-16
1,179,368
2,523,142
0.590417
0.380792
0.613446
0.005762
ABM
2023-06-23
578,600
1,670,973
0.452747
0.388587
0.60725
0.004163
ABM
2023-06-30
350,310
932,254
0.502462
0.211426
0.782659
0.005915
ABM
2023-07-07
424,616
779,419
0.552303
0.060436
0.936738
0.002826
ABM
2023-07-14
435,758
812,977
0.627744
0.044824
0.946705
0.008471
ABM
2023-07-21
446,834
769,950
0.589298
0.021686
0.971995
0.006319
ABM
2023-07-28
601,457
1,063,313
0.62119
0.019958
0.975156
0.004886
ABM
2023-08-04
3,222,190
3,819,927
0.581776
0.007765
0.986131
0.006105
ABM
2023-08-11
214,640
520,887
0.480361
0.011765
0.979852
0.008383
ABM
2023-08-18
266,791
540,714
0.504161
0.010054
0.985214
0.004732
ABM
2023-08-25
223,133
506,013
0.536528
0.003298
0.988448
0.008254
ABM
2023-09-01
241,054
545,289
0.474753
0.005845
0.986668
0.007487
ABM
2023-09-08
541,074
1,346,005
0.489246
0.0253
0.960752
0.013949
ABM
2023-09-15
771,095
1,898,828
0.644645
0.010498
0.981329
0.008173
ABM
2023-09-22
604,567
1,132,209
0.550432
0.012382
0.985113
0.002506
ABM
2023-09-29
643,787
1,201,118
0.583672
0.008072
0.989532
0.002396
ABM
2023-10-06
840,733
1,329,636
0.660373
0.004662
0.992199
0.003139
ABM
2023-10-13
749,446
1,082,051
0.675233
0.007078
0.987847
0.005075
ABM
2023-10-20
505,754
919,110
0.653113
0.006301
0.984301
0.009399
ABM
2023-10-27
341,603
587,850
0.550632
0.008501
0.986981
0.004518
ABM
2023-11-03
440,381
876,870
0.589921
0.019542
0.968226
0.012233
ABM
2023-11-10
396,267
805,838
0.492405
0.009502
0.987513
0.002985
ABM
2023-11-17
355,016
731,441
0.425786
0.006208
0.986824
0.006968
ABM
2023-11-24
143,046
305,242
0.49975
0.021145
0.969009
0.009846
ABM
2023-12-01
359,204
736,583
0.494967
0.009103
0.986272
0.004625
ABM
2023-12-08
327,623
800,812
0.490307
0.010141
0.975034
0.014825
ABM
2023-12-15
667,231
2,500,500
0.386372
0.014775
0.970909
0.014316
ABM
2023-12-22
354,502
1,081,631
0.358949
0.014752
0.978442
0.006806
ABM
2023-12-29
163,864
532,625
0.183899
0.010457
0.988457
0.001086
ABM
2024-01-05
275,050
785,665
0.4624
0.014468
0.978879
0.006653
ABM
2024-01-12
232,161
806,823
0.363777
0.007222
0.98877
0.004008
ABM
2024-01-19
326,040
610,086
0.597076
0.013773
0.980947
0.00528
ABM
2024-01-26
375,047
797,527
0.484685
0.010678
0.981541
0.007781
ABM
2024-02-02
325,277
701,862
0.484817
0.004675
0.983195
0.01213
ABM
2024-02-09
371,930
819,451
0.585526
0.007541
0.986293
0.006165
ABM
2024-02-16
646,532
1,218,020
0.499988
0.005665
0.992584
0.001751
ABM
2024-02-23
311,681
766,785
0.435039
0.008743
0.98306
0.008197
ABM
2024-03-01
440,866
910,131
0.616439
0.008054
0.987097
0.004849
ABM
2024-03-08
523,610
1,229,694
0.50944
0.006429
0.97644
0.017132
ABM
2024-03-15
663,652
2,556,884
0.544918
0.012553
0.983744
0.003704
ABM
2024-03-22
456,090
1,219,429
0.435825
0.00639
0.98224
0.011371
ABM
2024-03-29
317,901
730,251
0.47062
0.007993
0.98399
0.008017
ABM
2024-04-05
378,186
1,005,253
0.512386
0.00961
0.985104
0.005286
ABM
2024-04-12
353,119
761,160
0.512756
0.008646
0.984196
0.007158
ABM
2024-04-19
560,797
1,198,769
0.554754
0.02242
0.971356
0.006224
ABM
2024-04-26
375,972
826,016
0.56889
0.005933
0.987472
0.006595
ABM
2024-05-03
284,266
945,184
0.448837
0.007073
0.9823
0.010627
ABM
2024-05-10
299,484
817,226
0.476734
0.009974
0.975994
0.014032
ABM
2024-05-17
272,772
783,205
0.415244
0.007025
0.977344
0.015631
ABM
2024-05-24
418,691
938,978
0.524164
0.009767
0.972823
0.017411
ABM
2024-05-31
263,444
579,580
0.61776
0.008645
0.978697
0.012658
ABM
2024-06-07
579,057
1,193,057
0.651033
0.018525
0.943301
0.038175
ABM
2024-06-14
478,089
1,301,508
0.387326
0.010271
0.963413
0.026316
ABM
2024-06-21
1,877,365
3,533,252
0.565856
0.016789
0.968697
0.014514
ABM
2024-06-28
949,270
1,847,469
0.501498
0.006607
0.972206
0.021187
ABM
2024-07-05
346,776
665,489
0.667589
0.006624
0.950108
0.043268
ABM
2024-07-12
447,494
858,488
0.665571
0.006841
0.974983
0.018176
ABM
2024-07-19
632,268
1,097,557
0.635871
0.005744
0.970791
0.023465
ABM
2024-07-26
572,621
824,337
0.716627
0.01417
0.964128
0.021703
ABM
2024-08-02
618,903
938,391
0.737971
0.010147
0.952409
0.037444
ABM
2024-08-09
461,974
693,843
0.768447
0.020171
0.957554
0.022274
ABM
2024-08-16
365,218
650,905
0.626364
0.008952
0.972477
0.018571
ABM
2024-08-23
257,673
481,815
0.645405
0.008939
0.977832
0.013229
ABM
2024-08-30
354,265
648,836
0.546927
0.007706
0.981658
0.010636
ABM
2024-09-06
613,056
975,375
0.747954
0.010942
0.966979
0.022079
ABM
2024-09-13
751,316
1,257,940
0.703538
0.016174
0.969119
0.014707
ABM
2024-09-20
902,388
3,418,107
0.706407
0.011283
0.968853
0.019863
ABM
2024-09-27
329,757
1,076,700
0.413887
0.016349
0.962019
0.021632
ABM
2024-10-04
282,688
755,996
0.516975
0.006758
0.969329
0.023913
ABM
2024-10-11
411,192
921,647
0.581699
0.011749
0.980963
0.007289
ABM
2024-10-18
368,763
839,512
0.503349
0.012706
0.986936
0.000358
ABM
2024-10-25
372,098
819,279
0.592466
0.009743
0.985682
0.004575
ABM
2024-11-01
352,060
726,913
0.580558
0.011898
0.981895
0.006207
ABM
2024-11-08
321,416
671,172
0.573069
0.01395
0.982931
0.003119
ABM
2024-11-15
317,949
629,499
0.6329
0.013048
0.98588
0.001072
ABM
2024-11-22
178,169
509,093
0.461063
0.018255
0.981302
0.000443
ABM
2024-11-29
180,574
466,837
0.525976
0.008589
0.987146
0.004265
ABM
2024-12-06
331,546
577,325
0.537983
0.00423
0.994457
0.001313
ABM
2024-12-13
323,300
554,796
0.676959
0.014435
0.984199
0.001366
ABM
2024-12-20
734,074
1,582,642
0.561338
0.006368
0.991032
0.002599
ABM
2024-12-27
397,137
575,615
0.661342
0.003135
0.995351
0.001515
ABM
2025-01-03
533,435
768,083
0.711635
0.010841
0.984469
0.00469
ABM
2025-01-10
295,018
547,796
0.754007
0.01212
0.986349
0.001531
ABM
2025-01-17
396,512
720,020
0.66524
0.005246
0.993082
0.001672
ABM
2025-01-24
220,653
420,270
0.610769
0.008455
0.989959
0.001586