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
AB
2019-04-05
346,418
652,370
0.618597
0.606832
0.362005
0.031163
AB
2019-04-12
376,715
756,089
0.55145
0.624584
0.34735
0.028067
AB
2019-04-19
345,950
636,852
0.581649
0.624666
0.342444
0.03289
AB
2019-04-26
618,950
1,307,788
0.574471
0.641007
0.315464
0.043529
AB
2019-05-03
634,179
1,175,456
0.557606
0.638543
0.3331
0.028357
AB
2019-05-10
604,146
1,309,414
0.59061
0.541207
0.386582
0.072211
AB
2019-05-17
508,315
919,242
0.685938
0.573667
0.383921
0.042413
AB
2019-05-24
320,730
617,897
0.561354
0.611642
0.355901
0.032457
AB
2019-05-31
321,058
675,123
0.602436
0.597712
0.374193
0.028094
AB
2019-06-07
340,951
647,114
0.640541
0.614058
0.355401
0.030541
AB
2019-06-14
740,857
1,520,323
0.537314
0.505597
0.428758
0.065646
AB
2019-06-21
378,291
846,196
0.618951
0.629131
0.350118
0.020751
AB
2019-06-28
324,257
580,717
0.614808
0.56443
0.389964
0.045606
AB
2019-07-05
391,590
681,203
0.629994
0.524398
0.423826
0.051776
AB
2019-07-12
443,809
863,969
0.555679
0.517003
0.437356
0.045641
AB
2019-07-19
343,927
734,942
0.572209
0.607441
0.344463
0.048097
AB
2019-07-26
419,871
876,713
0.475565
0.69346
0.283209
0.023331
AB
2019-08-02
664,882
1,245,541
0.574014
0.668088
0.307891
0.024021
AB
2019-08-09
581,694
1,141,500
0.513909
0.648074
0.327653
0.024273
AB
2019-08-16
465,131
953,146
0.491632
0.671125
0.307083
0.021792
AB
2019-08-23
462,494
921,465
0.555718
0.650955
0.312347
0.036698
AB
2019-08-30
331,923
622,316
0.573117
0.607819
0.36376
0.028421
AB
2019-09-06
322,454
577,336
0.648292
0.567851
0.337896
0.094254
AB
2019-09-13
528,492
944,651
0.573842
0.594406
0.329152
0.076443
AB
2019-09-20
279,346
498,178
0.550472
0.732241
0.230156
0.037602
AB
2019-09-27
291,256
630,219
0.494257
0.549718
0.394163
0.056119
AB
2019-10-04
357,126
621,310
0.610769
0.610858
0.364633
0.024508
AB
2019-10-11
293,248
584,455
0.537263
0.513875
0.443385
0.04274
AB
2019-10-18
425,161
1,587,124
0.338834
0.54773
0.38388
0.06839
AB
2019-10-25
576,611
1,715,035
0.340565
0.523422
0.392056
0.084522
AB
2019-11-01
424,654
1,519,878
0.345296
0.602929
0.297161
0.09991
AB
2019-11-08
324,505
1,087,514
0.327369
0.558042
0.393399
0.048559
AB
2019-11-15
272,870
869,457
0.332666
0.554272
0.385789
0.059939
AB
2019-11-22
201,924
589,495
0.376604
0.619258
0.348752
0.03199
AB
2019-11-29
195,124
655,572
0.321293
0.505925
0.463548
0.030527
AB
2019-12-06
417,106
1,159,676
0.374834
0.509118
0.431094
0.059788
AB
2019-12-13
1,113,559
3,195,725
0.376281
0.437466
0.446521
0.116012
AB
2019-12-20
429,186
1,303,864
0.339263
0.425699
0.46224
0.112061
AB
2019-12-27
146,606
451,171
0.386722
0.550845
0.404013
0.045142
AB
2020-01-03
210,487
742,048
0.331354
0.483874
0.452192
0.063934
AB
2020-01-10
555,157
1,536,452
0.414637
0.566238
0.393406
0.040356
AB
2020-01-17
507,227
1,297,895
0.502271
0.598162
0.298157
0.103682
AB
2020-01-24
354,126
834,145
0.479102
0.707189
0.257652
0.035159
AB
2020-01-31
422,638
983,093
0.542531
0.512902
0.379318
0.107781
AB
2020-02-07
449,944
957,422
0.516148
0.576252
0.394429
0.029319
AB
2020-02-14
778,990
1,716,343
0.471699
0.601949
0.357721
0.04033
AB
2020-02-21
773,868
1,969,615
0.363703
0.643227
0.327833
0.02894
AB
2020-02-28
1,066,241
3,947,156
0.316072
0.506391
0.467139
0.02647
AB
2020-03-06
1,588,143
3,255,255
0.521759
0.50938
0.427494
0.063126
AB
2020-03-13
2,146,324
5,233,314
0.409856
0.580762
0.348445
0.070793
AB
2020-03-20
2,111,837
6,297,541
0.386681
0.569499
0.388681
0.04182
AB
2020-03-27
1,772,704
4,959,191
0.347519
0.608759
0.357649
0.033592
AB
2020-04-03
699,160
1,868,022
0.395171
0.502431
0.468345
0.029224
AB
2020-04-10
1,006,820
2,325,397
0.410259
0.512331
0.45353
0.034139
AB
2020-04-17
1,032,694
2,312,235
0.4915
0.548965
0.418257
0.032778
AB
2020-04-24
629,852
1,519,007
0.444951
0.42356
0.501582
0.074858
AB
2020-05-01
1,384,236
2,946,900
0.454831
0.573756
0.354479
0.071765
AB
2020-05-08
643,972
1,303,247
0.436504
0.678164
0.296217
0.025619
AB
2020-05-15
771,843
1,543,351
0.586413
0.458815
0.497329
0.043856
AB
2020-05-22
977,808
1,896,404
0.508383
0.458299
0.506477
0.035224
AB
2020-05-29
721,923
1,588,941
0.400482
0.535476
0.427965
0.036559
AB
2020-06-05
679,883
1,660,120
0.409906
0.566139
0.405357
0.028504
AB
2020-06-12
875,417
2,048,254
0.433856
0.589194
0.318342
0.092464
AB
2020-06-19
683,506
1,720,780
0.48678
0.636064
0.336219
0.027717
AB
2020-06-26
559,992
1,868,180
0.484824
0.559895
0.410531
0.029574
AB
2020-07-03
412,956
830,121
0.51995
0.457032
0.496285
0.046683
AB
2020-07-10
315,784
599,790
0.598641
0.623951
0.321462
0.054588
AB
2020-07-17
668,285
1,621,786
0.52102
0.562502
0.408338
0.02916
AB
2020-07-24
610,236
1,140,956
0.580327
0.553392
0.420638
0.025969
AB
2020-07-31
652,969
1,109,317
0.591913
0.651953
0.319784
0.028263
AB
2020-08-07
597,636
1,203,695
0.574908
0.578917
0.380722
0.040361
AB
2020-08-14
723,315
1,230,191
0.618
0.547636
0.417535
0.034829
AB
2020-08-21
569,381
1,098,323
0.589131
0.579922
0.317078
0.103001
AB
2020-08-28
529,657
1,026,797
0.556849
0.529075
0.380843
0.090082
AB
2020-09-04
646,126
1,169,560
0.591807
0.566193
0.372233
0.061574
AB
2020-09-11
665,156
1,410,887
0.471845
0.521248
0.457163
0.021589
AB
2020-09-18
696,676
1,922,170
0.557686
0.57372
0.404183
0.022097
AB
2020-09-25
838,342
1,565,995
0.588712
0.449692
0.519483
0.030825
AB
2020-10-02
788,075
1,561,336
0.507173
0.533498
0.43627
0.030232
AB
2020-10-09
1,152,942
2,097,188
0.596307
0.544262
0.419771
0.035967
AB
2020-10-16
1,921,317
3,246,688
0.561414
0.680011
0.304252
0.015737
AB
2020-10-23
917,546
1,935,780
0.48226
0.623695
0.354238
0.022067
AB
2020-10-30
1,398,540
2,903,517
0.425671
0.681521
0.305465
0.013014
AB
2020-11-06
1,069,126
2,152,105
0.49082
0.589187
0.329725
0.081088
AB
2020-11-13
1,141,971
1,919,825
0.568737
0.594877
0.304333
0.10079
AB
2020-11-20
658,610
1,186,326
0.527293
0.628137
0.350543
0.021321
AB
2020-11-27
471,376
827,137
0.494332
0.627403
0.357538
0.015059
AB
2020-12-04
812,894
1,480,548
0.571172
0.64225
0.340877
0.016872
AB
2020-12-11
1,312,696
2,679,541
0.514686
0.628341
0.35134
0.020319
AB
2020-12-18
962,249
1,683,427
0.573096
0.595905
0.373949
0.030146
AB
2020-12-25
308,729
627,852
0.513154
0.668306
0.304337
0.027357
AB
2021-01-01
470,039
848,218
0.542868
0.676903
0.297945
0.025152
AB
2021-01-08
861,960
1,597,987
0.530149
0.7216
0.262962
0.015438
AB
2021-01-15
646,936
1,230,388
0.496286
0.655699
0.325647
0.018654
AB
2021-01-22
462,693
972,321
0.418822
0.757695
0.221944
0.020361
AB
2021-01-29
1,418,819
2,958,981
0.377768
0.72583
0.256094
0.018076
AB
2021-02-05
1,004,038
2,125,056
0.383158
0.717989
0.261115
0.020896
AB
2021-02-12
832,891
2,563,540
0.386236
0.676796
0.303842
0.019362
AB
2021-02-19
1,348,844
2,396,891
0.572564
0.742964
0.239795
0.017241
AB
2021-02-26
1,098,057
2,036,559
0.535722
0.708423
0.238389
0.053188