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
ABR
2021-08-20
3,425,987
6,080,079
0.616359
0.568522
0.421878
0.0096
ABR
2021-08-27
2,647,685
4,836,858
0.57869
0.657947
0.333768
0.008285
ABR
2021-09-03
2,421,439
4,780,268
0.565299
0.616624
0.372883
0.010493
ABR
2021-09-10
1,682,843
3,086,200
0.591281
0.51556
0.435241
0.049199
ABR
2021-09-17
4,439,432
7,049,848
0.659523
0.536402
0.426697
0.036901
ABR
2021-09-24
2,876,584
4,613,899
0.674986
0.551016
0.432363
0.01662
ABR
2021-10-01
2,906,206
4,468,508
0.684836
0.548858
0.438638
0.012504
ABR
2021-10-08
3,111,382
4,529,069
0.742419
0.677842
0.31024
0.011918
ABR
2021-10-15
3,023,035
4,321,238
0.736445
0.61476
0.372498
0.012742
ABR
2021-10-22
2,956,860
4,239,061
0.716431
0.634766
0.353137
0.012097
ABR
2021-10-29
3,944,519
6,056,454
0.694988
0.569956
0.371225
0.058819
ABR
2021-11-05
5,173,729
9,576,359
0.540482
0.52998
0.450405
0.019615
ABR
2021-11-12
3,290,531
6,474,377
0.516741
0.648273
0.338925
0.012802
ABR
2021-11-19
1,897,910
5,540,602
0.476167
0.588907
0.395963
0.01513
ABR
2021-11-26
1,908,102
4,168,138
0.489962
0.586476
0.395296
0.018228
ABR
2021-12-03
3,723,205
7,707,885
0.51443
0.464836
0.515667
0.019497
ABR
2021-12-10
2,098,432
5,021,302
0.525224
0.457887
0.520006
0.022107
ABR
2021-12-17
3,623,718
8,883,898
0.565244
0.434616
0.546815
0.018569
ABR
2021-12-24
2,818,874
6,211,301
0.602521
0.598162
0.355967
0.045871
ABR
2021-12-31
2,216,119
4,190,263
0.599374
0.563951
0.421041
0.015008
ABR
2022-01-07
2,913,147
5,204,186
0.688842
0.552586
0.424227
0.023187
ABR
2022-01-14
2,920,851
4,996,945
0.661068
0.553133
0.431949
0.014918
ABR
2022-01-21
3,235,649
5,335,679
0.681349
0.523512
0.455386
0.021102
ABR
2022-01-28
5,038,292
8,920,873
0.649119
0.498596
0.48329
0.018114
ABR
2022-02-04
3,365,108
6,050,764
0.632423
0.50092
0.482111
0.016969
ABR
2022-02-11
3,063,581
5,616,320
0.544956
0.428903
0.554609
0.016488
ABR
2022-02-18
2,841,591
5,980,726
0.551901
0.485253
0.49327
0.021477
ABR
2022-02-25
4,089,819
7,059,350
0.623816
0.55566
0.428502
0.015838
ABR
2022-03-04
4,480,420
9,045,497
0.541731
0.491398
0.493839
0.014763
ABR
2022-03-11
3,463,769
7,007,181
0.543477
0.528162
0.459024
0.012814
ABR
2022-03-18
4,915,734
11,510,603
0.545693
0.475026
0.51079
0.014184
ABR
2022-03-25
5,913,204
10,141,724
0.645044
0.472746
0.510539
0.016716
ABR
2022-04-01
3,419,809
6,125,805
0.61196
0.541182
0.442999
0.015819
ABR
2022-04-08
4,321,442
7,239,712
0.654191
0.577917
0.411855
0.010228
ABR
2022-04-15
2,520,378
4,127,893
0.705859
0.580685
0.403753
0.015563
ABR
2022-04-22
4,168,108
6,755,286
0.687714
0.530367
0.457813
0.01182
ABR
2022-04-29
3,943,625
6,143,096
0.712328
0.522082
0.458027
0.01989
ABR
2022-05-06
3,962,369
7,073,151
0.621963
0.568786
0.408617
0.022597
ABR
2022-05-13
7,271,344
12,621,169
0.591361
0.616631
0.364053
0.019316
ABR
2022-05-20
6,083,708
13,951,145
0.504809
0.561626
0.421881
0.016493
ABR
2022-05-27
4,149,419
9,089,475
0.514179
0.552349
0.395908
0.051743
ABR
2022-06-03
2,448,691
5,994,343
0.438223
0.496398
0.478334
0.025268
ABR
2022-06-10
3,544,815
8,446,375
0.470158
0.595029
0.385954
0.019017
ABR
2022-06-17
9,611,331
22,829,083
0.497612
0.450225
0.530189
0.019586
ABR
2022-06-24
6,815,684
11,790,030
0.653764
0.415159
0.564245
0.020596
ABR
2022-07-01
4,172,642
6,946,304
0.658027
0.576528
0.401157
0.022315
ABR
2022-07-08
3,579,232
6,311,606
0.599474
0.594918
0.386154
0.018928
ABR
2022-07-15
3,827,283
6,350,033
0.64157
0.586386
0.399759
0.013855
ABR
2022-07-22
4,602,624
6,593,639
0.752683
0.613508
0.342688
0.043804
ABR
2022-07-29
5,081,900
8,034,475
0.707819
0.669651
0.314343
0.016006
ABR
2022-08-05
10,822,001
15,018,771
0.725958
0.6223
0.360906
0.016795
ABR
2022-08-12
5,411,372
8,560,313
0.728774
0.67452
0.313454
0.012026
ABR
2022-08-19
3,558,026
6,143,720
0.653623
0.62889
0.358726
0.012384
ABR
2022-08-26
4,114,006
6,111,425
0.699943
0.71854
0.270045
0.011415
ABR
2022-09-02
4,744,653
7,292,407
0.697887
0.572019
0.412548
0.015433
ABR
2022-09-09
3,091,688
5,406,424
0.64734
0.598222
0.382364
0.019414
ABR
2022-09-16
5,273,929
8,419,958
0.72695
0.500342
0.473652
0.026006
ABR
2022-09-23
5,091,281
8,069,395
0.711544
0.497469
0.48849
0.014041
ABR
2022-09-30
8,172,687
12,545,152
0.717512
0.521726
0.374209
0.104065
ABR
2022-10-07
8,069,205
10,925,246
0.782688
0.437443
0.44642
0.116137
ABR
2022-10-14
6,312,343
9,316,570
0.761857
0.495891
0.39241
0.111698
ABR
2022-10-21
4,459,877
7,940,199
0.664042
0.556019
0.424807
0.019174
ABR
2022-10-28
4,300,543
6,411,292
0.742099
0.604895
0.372975
0.022129
ABR
2022-11-04
5,126,210
8,156,896
0.666436
0.545028
0.436682
0.018289
ABR
2022-11-11
6,351,331
11,862,404
0.661907
0.591584
0.393875
0.014541
ABR
2022-11-18
5,282,886
9,753,834
0.679194
0.623797
0.36202
0.014182
ABR
2022-11-25
2,136,779
3,579,423
0.680331
0.592123
0.395434
0.012443
ABR
2022-12-02
3,427,222
5,444,783
0.690828
0.486013
0.49807
0.015917
ABR
2022-12-09
3,730,330
7,082,814
0.679638
0.555515
0.432545
0.011939
ABR
2022-12-16
4,129,452
8,078,085
0.642779
0.51796
0.47201
0.01003
ABR
2022-12-23
2,796,462
4,379,967
0.678695
0.554029
0.429491
0.01648
ABR
2022-12-30
2,572,300
4,306,310
0.70598
0.522194
0.46793
0.009876
ABR
2023-01-06
2,935,789
5,104,173
0.721068
0.574004
0.412534
0.013462
ABR
2023-01-13
2,789,563
4,606,757
0.646586
0.572642
0.414735
0.012623
ABR
2023-01-20
2,673,453
3,936,478
0.742953
0.552991
0.435286
0.011723
ABR
2023-01-27
3,324,315
4,424,183
0.809901
0.609592
0.376863
0.013544
ABR
2023-02-03
5,137,602
6,879,466
0.796953
0.513386
0.471515
0.015099
ABR
2023-02-10
6,334,455
8,924,348
0.755596
0.583663
0.404642
0.011695
ABR
2023-02-17
5,558,954
7,947,506
0.697295
0.606088
0.382355
0.011557
ABR
2023-02-24
4,404,393
8,764,053
0.600049
0.525643
0.460928
0.013429
ABR
2023-03-03
7,500,771
13,334,399
0.623263
0.598518
0.390271
0.011211
ABR
2023-03-10
9,680,389
14,231,071
0.67748
0.622808
0.368858
0.008333
ABR
2023-03-17
17,041,907
32,965,283
0.609382
0.56441
0.422102
0.013488
ABR
2023-03-24
16,957,438
22,623,598
0.780917
0.592618
0.388458
0.018924
ABR
2023-03-31
11,758,526
15,708,487
0.758018
0.636365
0.347674
0.015961
ABR
2023-04-07
6,725,927
10,203,331
0.720073
0.642338
0.341769
0.015894
ABR
2023-04-14
16,389,193
21,950,554
0.748214
0.654502
0.331149
0.014348
ABR
2023-04-21
12,168,445
16,843,549
0.746668
0.667393
0.31571
0.016897
ABR
2023-04-28
11,628,494
17,200,456
0.747676
0.598006
0.380465
0.021529
ABR
2023-05-05
14,413,154
19,771,547
0.732762
0.605598
0.374779
0.019623
ABR
2023-05-12
13,231,697
18,469,559
0.693878
0.677958
0.302422
0.01962
ABR
2023-05-19
10,875,435
15,582,421
0.753266
0.672587
0.311862
0.015551
ABR
2023-05-26
6,638,100
10,651,558
0.663916
0.657029
0.325529
0.017442
ABR
2023-06-02
5,251,352
7,975,505
0.71598
0.573897
0.414819
0.011284
ABR
2023-06-09
4,639,304
7,862,174
0.656413
0.615366
0.384377
0.000257
ABR
2023-06-16
5,523,219
9,809,688
0.680584
0.647814
0.352071
0.000115
ABR
2023-06-23
30,291,352
48,915,304
0.715003
0.458436
0.541316
0.000247
ABR
2023-06-30
6,184,565
8,060,487
0.700268
0.375819
0.623866
0.000315
ABR
2023-07-07
2,487,290
3,856,059
0.699637
0.054559
0.945146
0.000295
ABR
2023-07-14
2,422,905
3,565,564
0.730278
0.061965
0.93786
0.000174