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
ABCB
2022-01-14
550,151
1,022,911
0.57038
0.69898
0.251541
0.049479
ABCB
2022-01-21
359,333
648,181
0.611651
0.623585
0.322271
0.054144
ABCB
2022-01-28
708,368
1,057,854
0.635284
0.636477
0.304669
0.058855
ABCB
2022-02-04
518,266
861,301
0.721258
0.579971
0.360655
0.059374
ABCB
2022-02-11
494,081
794,091
0.704307
0.635694
0.310264
0.054042
ABCB
2022-02-18
227,390
414,509
0.626124
0.566366
0.347786
0.085848
ABCB
2022-02-25
218,658
443,623
0.595261
0.589011
0.332789
0.0782
ABCB
2022-03-04
526,951
953,754
0.662574
0.577829
0.359127
0.063044
ABCB
2022-03-11
567,978
992,565
0.578291
0.629636
0.32625
0.044114
ABCB
2022-03-18
494,465
798,193
0.651831
0.657122
0.276069
0.066809
ABCB
2022-03-25
487,977
700,411
0.711706
0.701056
0.25436
0.044584
ABCB
2022-04-01
648,395
981,999
0.717699
0.664831
0.288597
0.046572
ABCB
2022-04-08
403,925
1,249,518
0.557914
0.60407
0.323975
0.071955
ABCB
2022-04-15
305,271
513,563
0.671827
0.651044
0.273456
0.0755
ABCB
2022-04-22
389,715
542,132
0.803422
0.687649
0.240369
0.071983
ABCB
2022-04-29
791,483
1,111,071
0.739734
0.658205
0.29042
0.051374
ABCB
2022-05-06
487,350
694,417
0.733224
0.517684
0.420925
0.061391
ABCB
2022-05-13
455,749
768,973
0.647114
0.621007
0.311151
0.067842
ABCB
2022-05-20
508,433
861,799
0.696547
0.615655
0.331402
0.052943
ABCB
2022-05-27
365,119
510,648
0.744751
0.593069
0.323316
0.083614
ABCB
2022-06-03
235,295
358,873
0.733579
0.637011
0.29305
0.069939
ABCB
2022-06-10
293,216
420,135
0.697628
0.603975
0.343152
0.052873
ABCB
2022-06-17
361,476
549,802
0.672342
0.611913
0.344679
0.043409
ABCB
2022-06-24
215,061
688,586
0.537859
0.612416
0.320842
0.066743
ABCB
2022-07-01
309,783
683,254
0.507398
0.664578
0.283951
0.051471
ABCB
2022-07-08
255,623
502,570
0.575113
0.634481
0.299926
0.065592
ABCB
2022-07-15
485,094
772,031
0.67139
0.698702
0.244557
0.056741
ABCB
2022-07-22
292,812
449,594
0.718343
0.638636
0.253889
0.107476
ABCB
2022-07-29
662,052
974,248
0.634582
0.718905
0.229639
0.051457
ABCB
2022-08-05
326,485
503,469
0.661093
0.681755
0.232721
0.085523
ABCB
2022-08-12
163,538
296,745
0.672966
0.567601
0.333624
0.098775
ABCB
2022-08-19
285,123
411,556
0.696254
0.610135
0.298111
0.091754
ABCB
2022-08-26
232,106
319,652
0.722617
0.592452
0.349606
0.057942
ABCB
2022-09-02
463,294
570,635
0.755264
0.697586
0.243745
0.058669
ABCB
2022-09-09
551,755
681,749
0.814716
0.599494
0.333546
0.066961
ABCB
2022-09-16
705,452
985,811
0.767255
0.582344
0.338637
0.079019
ABCB
2022-09-23
426,885
630,860
0.635545
0.640122
0.294471
0.065408
ABCB
2022-09-30
300,719
594,161
0.562812
0.547439
0.304254
0.148308
ABCB
2022-10-07
335,756
544,792
0.668017
0.525319
0.330014
0.144667
ABCB
2022-10-14
397,553
731,959
0.615045
0.490057
0.346304
0.163639
ABCB
2022-10-21
506,025
923,416
0.653789
0.553515
0.373566
0.072919
ABCB
2022-10-28
633,162
980,701
0.584265
0.654256
0.271756
0.073989
ABCB
2022-11-04
526,520
816,338
0.657699
0.670137
0.27314
0.056723
ABCB
2022-11-11
348,680
662,873
0.587545
0.637083
0.266459
0.096459
ABCB
2022-11-18
323,640
503,148
0.600383
0.608593
0.34235
0.049056
ABCB
2022-11-25
194,196
312,079
0.653497
0.724303
0.221692
0.054004
ABCB
2022-12-02
385,096
597,041
0.675177
0.723183
0.231413
0.045404
ABCB
2022-12-09
276,766
478,830
0.677806
0.601451
0.35015
0.048399
ABCB
2022-12-16
379,118
598,906
0.721038
0.636328
0.301443
0.06223
ABCB
2022-12-23
228,493
441,829
0.537061
0.631849
0.311941
0.05621
ABCB
2022-12-30
250,315
378,087
0.60857
0.700923
0.240029
0.059048
ABCB
2023-01-06
200,680
314,378
0.61715
0.668508
0.269663
0.061829
ABCB
2023-01-13
301,448
496,132
0.60863
0.761099
0.191629
0.047272
ABCB
2023-01-20
221,814
387,080
0.654798
0.696441
0.227193
0.076366
ABCB
2023-01-27
590,778
1,103,191
0.644833
0.750351
0.195777
0.053872
ABCB
2023-02-03
356,337
881,189
0.561845
0.631797
0.296842
0.071362
ABCB
2023-02-10
320,646
578,522
0.570006
0.700461
0.2497
0.04984
ABCB
2023-02-17
248,362
434,190
0.617556
0.70858
0.244991
0.046429
ABCB
2023-02-24
244,914
385,750
0.703478
0.690981
0.253407
0.055612
ABCB
2023-03-03
341,314
490,836
0.682011
0.720749
0.24235
0.036901
ABCB
2023-03-10
717,520
1,175,808
0.643887
0.65497
0.300701
0.044329
ABCB
2023-03-17
1,110,037
2,938,904
0.492615
0.632975
0.294315
0.07271
ABCB
2023-03-24
565,840
1,004,659
0.641294
0.617538
0.273266
0.109196
ABCB
2023-03-31
543,385
754,566
0.674506
0.656753
0.280074
0.063173
ABCB
2023-04-07
466,215
776,758
0.658812
0.654884
0.278009
0.067107
ABCB
2023-04-14
423,465
905,794
0.544334
0.700173
0.234269
0.065558
ABCB
2023-04-21
465,672
688,626
0.705535
0.706742
0.220556
0.072702
ABCB
2023-04-28
696,258
1,654,319
0.535446
0.707083
0.224698
0.068219
ABCB
2023-05-05
643,570
1,077,765
0.666645
0.647682
0.28649
0.065828
ABCB
2023-05-12
391,320
628,187
0.685702
0.616314
0.327618
0.056068
ABCB
2023-05-19
687,987
1,223,880
0.564659
0.676565
0.276825
0.04661
ABCB
2023-05-26
322,288
571,721
0.511545
0.634863
0.30095
0.064187
ABCB
2023-06-02
300,541
609,364
0.532722
0.692756
0.256144
0.0511
ABCB
2023-06-09
356,877
799,062
0.510693
0.703603
0.2667
0.029697
ABCB
2023-06-16
304,435
518,862
0.563194
0.685223
0.293
0.021777
ABCB
2023-06-23
253,702
738,847
0.598493
0.808019
0.184271
0.00771
ABCB
2023-06-30
202,563
327,176
0.581072
0.499554
0.470238
0.030208
ABCB
2023-07-07
49,948
75,877
0.57549
0.056379
0.852741
0.090879
ABCB
2023-07-14
67,668
108,540
0.568274
0.050452
0.884404
0.065144
ABCB
2023-07-21
91,917
154,254
0.600211
0.042492
0.880613
0.076894
ABCB
2023-07-28
85,086
168,026
0.60648
0.066212
0.828669
0.105119
ABCB
2023-08-04
58,003
83,035
0.686577
0.052289
0.887813
0.059898
ABCB
2023-08-11
38,470
75,143
0.646954
0.058141
0.85577
0.086089
ABCB
2023-08-18
40,728
75,350
0.640961
0.063243
0.861762
0.074995
ABCB
2023-08-25
36,095
52,163
0.657575
0.027608
0.920648
0.051744
ABCB
2023-09-01
38,388
60,863
0.638741
0.099327
0.866145
0.034528
ABCB
2023-09-08
67,078
96,070
0.762433
0.077069
0.871445
0.051486
ABCB
2023-09-15
77,679
127,312
0.511548
0.060627
0.908265
0.031108
ABCB
2023-09-22
64,575
103,649
0.587838
0.093703
0.856876
0.049421
ABCB
2023-09-29
58,878
96,984
0.633436
0.071914
0.876102
0.051984
ABCB
2023-10-06
56,827
85,158
0.709447
0.038171
0.866741
0.095088
ABCB
2023-10-13
45,719
80,771
0.540967
0.073494
0.861422
0.065084
ABCB
2023-10-20
48,970
101,072
0.530442
0.035633
0.939866
0.024501
ABCB
2023-10-27
67,455
128,725
0.457721
0.080047
0.894017
0.025936
ABCB
2023-11-03
134,613
221,012
0.630878
0.101774
0.823958
0.074268
ABCB
2023-11-10
39,115
69,423
0.599874
0.077703
0.8508
0.071496
ABCB
2023-11-17
61,862
97,886
0.630661
0.045747
0.811636
0.142617
ABCB
2023-11-24
31,049
41,088
0.713178
0.050565
0.772875
0.176561
ABCB
2023-12-01
43,716
75,388
0.649218
0.047314
0.814
0.138687
ABCB
2023-12-08
54,970
98,497
0.567903
0.034106
0.790494
0.1754