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
2021-03-05
1,418,285
2,364,600
0.635158
0.705331
0.274341
0.020328
AB
2021-03-12
1,114,954
1,830,169
0.60008
0.684449
0.302207
0.013344
AB
2021-03-19
1,830,251
2,949,271
0.637914
0.769284
0.218099
0.012617
AB
2021-03-26
1,208,964
2,244,005
0.561848
0.763042
0.217068
0.01989
AB
2021-04-02
570,356
1,043,959
0.51349
0.792241
0.195849
0.01191
AB
2021-04-09
769,880
1,388,048
0.560063
0.782161
0.183979
0.03386
AB
2021-04-16
683,604
1,677,663
0.416131
0.753574
0.219547
0.026878
AB
2021-04-23
753,211
1,297,457
0.52514
0.734733
0.236361
0.028906
AB
2021-04-30
730,292
1,685,643
0.497468
0.68489
0.293211
0.021899
AB
2021-05-07
1,591,159
2,930,109
0.571995
0.664649
0.261029
0.074322
AB
2021-05-14
1,247,426
2,390,005
0.609159
0.631857
0.264492
0.103651
AB
2021-05-21
824,804
1,305,293
0.664606
0.599713
0.363558
0.03673
AB
2021-05-28
757,054
1,227,243
0.699531
0.674581
0.282179
0.043241
AB
2021-06-04
454,682
775,359
0.576861
0.756524
0.214659
0.028817
AB
2021-06-11
664,261
1,128,881
0.64627
0.698517
0.248439
0.053044
AB
2021-06-18
453,628
1,009,523
0.576068
0.668044
0.301469
0.030486
AB
2021-06-25
397,274
902,357
0.514935
0.733586
0.224862
0.041552
AB
2021-07-02
413,511
775,524
0.614644
0.681152
0.247653
0.071195
AB
2021-07-09
420,682
1,121,986
0.528747
0.623017
0.34112
0.035862
AB
2021-07-16
328,761
656,829
0.536157
0.695234
0.253737
0.051029
AB
2021-07-23
523,659
995,783
0.572477
0.681661
0.287223
0.031117
AB
2021-07-30
661,028
1,133,670
0.695615
0.672929
0.29562
0.031451
AB
2021-08-06
766,561
1,318,282
0.651391
0.698125
0.275547
0.026328
AB
2021-08-13
334,413
1,062,335
0.413055
0.620839
0.339714
0.039447
AB
2021-08-20
479,534
1,312,407
0.497796
0.522591
0.44972
0.027689
AB
2021-08-27
441,806
1,378,989
0.363595
0.664621
0.306724
0.028655
AB
2021-09-03
233,062
717,813
0.402882
0.613771
0.34868
0.037549
AB
2021-09-10
272,405
867,209
0.416921
0.55019
0.375313
0.074497
AB
2021-09-17
234,927
742,951
0.383021
0.583153
0.364191
0.052656
AB
2021-09-24
545,239
1,667,401
0.489252
0.614295
0.355898
0.029807
AB
2021-10-01
350,404
1,031,109
0.372836
0.547869
0.417295
0.034837
AB
2021-10-08
271,729
852,667
0.410855
0.508154
0.457127
0.03472
AB
2021-10-15
388,706
978,406
0.442754
0.514648
0.453114
0.032238
AB
2021-10-22
298,196
790,769
0.390443
0.719664
0.258996
0.02134
AB
2021-10-29
381,733
1,260,252
0.361361
0.565302
0.306602
0.128096
AB
2021-11-05
411,779
1,144,702
0.37549
0.699345
0.271909
0.028746
AB
2021-11-12
214,926
672,050
0.320315
0.647958
0.289567
0.062475
AB
2021-11-19
198,030
652,836
0.296941
0.711003
0.257636
0.031361
AB
2021-11-26
268,031
720,875
0.384335
0.615499
0.358645
0.025856
AB
2021-12-03
435,864
1,603,729
0.31002
0.620476
0.331957
0.047567
AB
2021-12-10
605,856
1,930,903
0.322321
0.543929
0.422864
0.033207
AB
2021-12-17
488,695
2,040,089
0.310602
0.689305
0.275343
0.035352
AB
2021-12-24
454,496
1,271,911
0.394992
0.755776
0.163261
0.080963
AB
2021-12-31
279,973
781,693
0.381791
0.734968
0.244397
0.020635
AB
2022-01-07
522,776
1,296,302
0.451669
0.703685
0.257349
0.038966
AB
2022-01-14
487,948
1,195,466
0.363968
0.779279
0.202121
0.0186
AB
2022-01-21
518,228
1,376,778
0.354096
0.68023
0.290176
0.029594
AB
2022-01-28
722,400
2,493,451
0.264172
0.759374
0.218998
0.021628
AB
2022-02-04
615,629
1,689,900
0.331377
0.757038
0.22269
0.020272
AB
2022-02-11
693,377
1,677,510
0.388016
0.770236
0.206672
0.023092
AB
2022-02-18
832,726
2,435,838
0.335934
0.722385
0.257292
0.020323
AB
2022-02-25
820,252
2,246,326
0.366089
0.695108
0.28441
0.020482
AB
2022-03-04
456,597
1,291,613
0.323126
0.689072
0.289985
0.020943
AB
2022-03-11
808,139
1,953,903
0.432092
0.586231
0.395121
0.018647
AB
2022-03-18
706,202
1,957,460
0.377454
0.592248
0.374758
0.032994
AB
2022-03-25
489,363
1,101,262
0.419891
0.702806
0.278915
0.018278
AB
2022-04-01
453,731
1,042,106
0.40049
0.620554
0.364632
0.014813
AB
2022-04-08
474,076
1,210,881
0.401877
0.668273
0.306348
0.02538
AB
2022-04-15
336,482
804,765
0.416471
0.730759
0.254163
0.015078
AB
2022-04-22
662,755
1,720,219
0.368402
0.754391
0.222314
0.023294
AB
2022-04-29
980,505
3,447,948
0.362357
0.734852
0.236292
0.028857
AB
2022-05-06
928,656
2,509,300
0.343494
0.666989
0.320628
0.012383
AB
2022-05-13
914,348
2,701,198
0.373011
0.632981
0.350587
0.016432
AB
2022-05-20
812,686
1,703,454
0.423924
0.581635
0.403198
0.015167
AB
2022-05-27
954,258
1,912,942
0.539789
0.542877
0.380805
0.076318
AB
2022-06-03
395,845
828,262
0.510693
0.535511
0.450249
0.01424
AB
2022-06-10
575,789
1,224,710
0.493073
0.521831
0.45958
0.018588
AB
2022-06-17
935,058
1,585,536
0.61158
0.6117
0.37365
0.01465
AB
2022-06-24
412,302
993,237
0.535883
0.696325
0.284483
0.019192
AB
2022-07-01
528,984
1,047,058
0.559652
0.636126
0.341885
0.02199
AB
2022-07-08
292,500
836,997
0.529622
0.694102
0.289975
0.015923
AB
2022-07-15
458,700
765,930
0.641224
0.651416
0.327419
0.021165
AB
2022-07-22
663,521
1,164,380
0.658111
0.680116
0.254853
0.065031
AB
2022-07-29
734,054
1,089,263
0.628304
0.694936
0.277684
0.02738
AB
2022-08-05
683,478
1,304,403
0.560937
0.699922
0.284138
0.01594
AB
2022-08-12
571,104
1,031,618
0.56978
0.755998
0.219627
0.024374
AB
2022-08-19
508,848
898,671
0.616705
0.661612
0.315738
0.02265
AB
2022-08-26
389,958
819,295
0.560974
0.671939
0.294229
0.033832
AB
2022-09-02
507,112
929,264
0.61373
0.629056
0.352456
0.018488
AB
2022-09-09
301,399
640,192
0.543589
0.676756
0.286422
0.036822
AB
2022-09-16
525,978
911,536
0.563174
0.686838
0.277757
0.035405
AB
2022-09-23
658,266
1,342,376
0.531371
0.692173
0.279556
0.028271
AB
2022-09-30
752,679
1,537,706
0.55645
0.633758
0.251889
0.114353
AB
2022-10-07
749,242
1,347,560
0.531527
0.599124
0.284795
0.116081
AB
2022-10-14
1,186,865
1,999,346
0.563557
0.554366
0.309925
0.135709
AB
2022-10-21
786,965
1,410,569
0.533915
0.616122
0.337311
0.046567
AB
2022-10-28
612,594
1,094,224
0.500338
0.742856
0.227266
0.029878
AB
2022-11-04
703,654
1,288,097
0.575606
0.630715
0.33083
0.038455
AB
2022-11-11
743,839
1,653,645
0.534523
0.656605
0.304761
0.038634
AB
2022-11-18
650,412
1,183,768
0.473356
0.643206
0.324079
0.032715
AB
2022-11-25
597,699
1,039,107
0.630707
0.69284
0.277544
0.029616
AB
2022-12-02
448,638
993,027
0.492266
0.653199
0.315523
0.031278
AB
2022-12-09
893,975
2,059,506
0.57598
0.666529
0.299907
0.033563
AB
2022-12-16
910,027
2,010,529
0.507492
0.578109
0.385472
0.036419
AB
2022-12-23
647,944
1,531,779
0.477592
0.653991
0.322549
0.02346
AB
2022-12-30
767,535
1,486,236
0.626997
0.67465
0.294782
0.030568
AB
2023-01-06
528,113
926,442
0.608925
0.658549
0.31399
0.027462
AB
2023-01-13
569,786
1,121,931
0.593866
0.698209
0.274829
0.026962
AB
2023-01-20
367,776
645,335
0.597609
0.771178
0.199234
0.029588
AB
2023-01-27
400,209
732,203
0.495596
0.787844
0.183748
0.028408