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
ABG
2020-03-27
713,995
1,210,381
0.661288
0.391806
0.576633
0.031561
ABG
2020-04-03
947,998
1,415,950
0.603661
0.518599
0.45642
0.02498
ABG
2020-04-10
559,359
1,058,472
0.588023
0.297195
0.662716
0.040089
ABG
2020-04-17
657,589
1,175,010
0.630824
0.359996
0.593313
0.046691
ABG
2020-04-24
583,843
1,039,591
0.64513
0.33406
0.589793
0.076147
ABG
2020-05-01
545,670
982,218
0.648372
0.409819
0.49805
0.092131
ABG
2020-05-08
602,384
1,080,845
0.618057
0.380902
0.574828
0.04427
ABG
2020-05-15
562,798
953,513
0.627711
0.358335
0.595856
0.045808
ABG
2020-05-22
359,675
690,955
0.630262
0.31269
0.635357
0.051953
ABG
2020-05-29
399,554
735,124
0.679078
0.375748
0.581815
0.042437
ABG
2020-06-05
363,306
864,804
0.559284
0.340845
0.62035
0.038805
ABG
2020-06-12
435,226
1,112,186
0.620968
0.257191
0.638677
0.104132
ABG
2020-06-19
371,756
645,355
0.669661
0.207992
0.752054
0.039954
ABG
2020-06-26
327,683
733,340
0.574634
0.267476
0.699258
0.033266
ABG
2020-07-03
160,960
357,466
0.546362
0.27558
0.66223
0.06219
ABG
2020-07-10
599,942
1,062,257
0.643191
0.432013
0.49995
0.068037
ABG
2020-07-17
562,915
854,517
0.729805
0.39722
0.554457
0.048322
ABG
2020-07-24
447,025
995,484
0.62333
0.346864
0.605797
0.047339
ABG
2020-07-31
410,079
907,491
0.545395
0.324515
0.609947
0.065538
ABG
2020-08-07
404,788
680,399
0.590666
0.38998
0.533045
0.076974
ABG
2020-08-14
369,222
708,519
0.601288
0.38614
0.558006
0.055855
ABG
2020-08-21
325,440
602,102
0.634179
0.306893
0.574039
0.119068
ABG
2020-08-28
312,021
548,373
0.635319
0.300016
0.56836
0.131624
ABG
2020-09-04
420,624
603,232
0.699319
0.347756
0.568935
0.083309
ABG
2020-09-11
322,111
507,113
0.683353
0.467147
0.486384
0.046469
ABG
2020-09-18
362,622
825,662
0.612037
0.268515
0.69523
0.036255
ABG
2020-09-25
328,370
659,904
0.600017
0.299314
0.663557
0.037129
ABG
2020-10-02
350,258
671,796
0.579806
0.347132
0.615571
0.037297
ABG
2020-10-09
419,295
670,291
0.650254
0.470577
0.48807
0.041353
ABG
2020-10-16
294,546
498,112
0.648903
0.44813
0.523837
0.028033
ABG
2020-10-23
427,101
687,042
0.667029
0.377573
0.593891
0.028536
ABG
2020-10-30
546,155
792,980
0.702388
0.392552
0.570943
0.036505
ABG
2020-11-06
361,671
562,518
0.692641
0.392495
0.520161
0.087344
ABG
2020-11-13
415,462
706,393
0.715321
0.349541
0.539092
0.111367
ABG
2020-11-20
309,796
640,329
0.593834
0.382979
0.586748
0.030273
ABG
2020-11-27
203,451
379,124
0.640825
0.370038
0.584796
0.045166
ABG
2020-12-04
499,428
924,130
0.606273
0.422531
0.538602
0.038867
ABG
2020-12-11
385,545
705,727
0.608607
0.393172
0.56353
0.043298
ABG
2020-12-18
374,576
846,572
0.71557
0.303169
0.651579
0.045252
ABG
2020-12-25
165,826
311,190
0.632354
0.313882
0.643681
0.042437
ABG
2021-01-01
259,911
427,351
0.650385
0.381084
0.594155
0.024762
ABG
2021-01-08
334,902
557,824
0.707591
0.377906
0.598231
0.023863
ABG
2021-01-15
325,008
515,529
0.657817
0.31951
0.657769
0.022722
ABG
2021-01-22
264,130
644,663
0.525992
0.416814
0.553314
0.029872
ABG
2021-01-29
426,956
768,652
0.597745
0.335004
0.642326
0.02267
ABG
2021-02-05
502,444
834,800
0.642435
0.429525
0.545358
0.025118
ABG
2021-02-12
376,302
608,067
0.638885
0.316159
0.64449
0.039351
ABG
2021-02-19
226,745
354,702
0.687709
0.375985
0.584699
0.039316
ABG
2021-02-26
348,176
536,033
0.682457
0.31917
0.621941
0.05889
ABG
2021-03-05
269,710
560,261
0.606332
0.296424
0.659033
0.044543
ABG
2021-03-12
388,378
783,205
0.484989
0.435927
0.537383
0.02669
ABG
2021-03-19
404,951
729,713
0.604096
0.382167
0.589936
0.027898
ABG
2021-03-26
471,319
715,970
0.738155
0.367888
0.595949
0.036162
ABG
2021-04-02
300,644
563,443
0.639899
0.402165
0.571719
0.026116
ABG
2021-04-09
231,428
403,556
0.709934
0.356099
0.607355
0.036547
ABG
2021-04-16
446,706
848,271
0.653556
0.534497
0.424007
0.041496
ABG
2021-04-23
264,958
471,149
0.634252
0.38396
0.58414
0.031899
ABG
2021-04-30
311,520
692,108
0.586738
0.345873
0.631873
0.022254
ABG
2021-05-07
197,485
343,418
0.610588
0.363919
0.571456
0.064625
ABG
2021-05-14
382,057
614,158
0.682048
0.354115
0.57877
0.067116
ABG
2021-05-21
278,893
466,470
0.62551
0.369263
0.611014
0.019722
ABG
2021-05-28
232,384
437,584
0.517005
0.374327
0.599658
0.026015
ABG
2021-06-04
267,542
435,434
0.56692
0.395834
0.582165
0.022002
ABG
2021-06-11
196,372
415,611
0.538256
0.353011
0.611792
0.035196
ABG
2021-06-18
565,206
1,008,133
0.637636
0.436937
0.519577
0.043486
ABG
2021-06-25
509,324
943,742
0.541291
0.402516
0.562951
0.034532
ABG
2021-07-02
510,347
772,684
0.768459
0.380398
0.531167
0.088435
ABG
2021-07-09
387,979
571,402
0.770929
0.300353
0.666818
0.032829
ABG
2021-07-16
373,348
637,792
0.696084
0.366903
0.585795
0.047302
ABG
2021-07-23
249,562
508,362
0.61988
0.424677
0.539746
0.035577
ABG
2021-07-30
298,759
507,397
0.605283
0.397694
0.576151
0.026156
ABG
2021-08-06
445,130
848,758
0.637204
0.434451
0.54071
0.024839
ABG
2021-08-13
224,993
438,266
0.588718
0.374513
0.595721
0.029766
ABG
2021-08-20
271,944
445,781
0.667712
0.3586
0.618918
0.022482
ABG
2021-08-27
230,376
341,498
0.722633
0.407088
0.550221
0.042691
ABG
2021-09-03
235,431
454,947
0.619818
0.332163
0.550014
0.117823
ABG
2021-09-10
332,874
493,408
0.756583
0.411338
0.524993
0.063669
ABG
2021-09-17
404,715
749,732
0.681093
0.435599
0.505941
0.058461
ABG
2021-09-24
300,215
540,266
0.617947
0.510485
0.45509
0.034424
ABG
2021-10-01
463,472
724,427
0.675897
0.507536
0.460895
0.031569
ABG
2021-10-08
321,780
520,719
0.666904
0.389725
0.570348
0.039927
ABG
2021-10-15
309,108
479,534
0.676052
0.399006
0.568307
0.032688
ABG
2021-10-22
375,381
564,131
0.690689
0.400384
0.569866
0.02975
ABG
2021-10-29
457,573
880,725
0.628579
0.374218
0.546637
0.079145
ABG
2021-11-05
1,447,092
4,135,583
0.527901
0.358561
0.604264
0.037175
ABG
2021-11-12
500,083
1,105,378
0.495549
0.438459
0.520645
0.040896
ABG
2021-11-19
479,258
1,154,144
0.442518
0.388192
0.587181
0.024628
ABG
2021-11-26
503,782
866,333
0.536909
0.478357
0.478477
0.043166
ABG
2021-12-03
747,053
1,231,197
0.599183
0.452564
0.521453
0.025983
ABG
2021-12-10
451,515
883,657
0.551235
0.387395
0.5901
0.022506
ABG
2021-12-17
558,644
1,095,038
0.594897
0.337588
0.631338
0.031073
ABG
2021-12-24
320,978
570,798
0.583094
0.396686
0.539102
0.064213
ABG
2021-12-31
385,754
668,210
0.582827
0.451476
0.519017
0.029507
ABG
2022-01-07
515,723
785,507
0.669551
0.421865
0.550171
0.027965
ABG
2022-01-14
610,789
955,792
0.689712
0.52783
0.446371
0.025799
ABG
2022-01-21
474,480
731,271
0.681777
0.478088
0.496437
0.025475
ABG
2022-01-28
613,605
855,364
0.732037
0.467065
0.507199
0.025736
ABG
2022-02-04
801,628
1,176,634
0.757733
0.507419
0.465296
0.027286
ABG
2022-02-11
635,514
964,734
0.72976
0.51137
0.467247
0.021383
ABG
2022-02-18
881,486
1,239,502
0.711975
0.412754
0.558936
0.02831