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
2019-09-20
2,516,911
3,545,943
0.708676
0.647182
0.309983
0.042835
ABR
2019-09-27
2,086,372
3,163,733
0.68009
0.681209
0.290738
0.028053
ABR
2019-10-04
2,198,413
4,075,491
0.632525
0.658208
0.313829
0.027963
ABR
2019-10-11
2,953,783
5,577,348
0.664865
0.676142
0.300073
0.023785
ABR
2019-10-18
2,786,842
5,328,782
0.667413
0.630108
0.318354
0.051538
ABR
2019-10-25
3,115,726
4,485,380
0.724355
0.687529
0.252705
0.059766
ABR
2019-11-01
3,377,923
5,264,777
0.697613
0.574188
0.359041
0.066771
ABR
2019-11-08
8,478,708
16,873,381
0.501328
0.582804
0.365147
0.052049
ABR
2019-11-15
2,102,545
6,574,113
0.407168
0.554812
0.399359
0.045829
ABR
2019-11-22
1,150,127
3,767,937
0.390531
0.564224
0.398878
0.036898
ABR
2019-11-29
584,506
2,226,441
0.347404
0.514878
0.444134
0.040988
ABR
2019-12-06
1,339,504
4,120,663
0.395425
0.548285
0.385558
0.066157
ABR
2019-12-13
2,378,496
9,082,623
0.39271
0.509312
0.397887
0.092801
ABR
2019-12-20
1,726,716
4,155,627
0.482974
0.574836
0.326537
0.098627
ABR
2019-12-27
798,455
2,093,715
0.473213
0.573465
0.386149
0.040387
ABR
2020-01-03
940,115
3,204,133
0.431845
0.508447
0.457535
0.034018
ABR
2020-01-10
1,737,577
4,070,108
0.515939
0.590748
0.382595
0.026657
ABR
2020-01-17
2,086,926
3,912,696
0.69471
0.562623
0.340382
0.096995
ABR
2020-01-24
1,518,691
2,952,437
0.659917
0.614494
0.359489
0.026016
ABR
2020-01-31
2,061,999
4,844,398
0.568488
0.500671
0.41563
0.083699
ABR
2020-02-07
1,553,661
3,390,183
0.497777
0.550273
0.418791
0.030936
ABR
2020-02-14
2,181,971
4,146,757
0.575014
0.555592
0.430826
0.013581
ABR
2020-02-21
2,137,907
3,650,515
0.584406
0.550843
0.423775
0.025382
ABR
2020-02-28
6,104,579
14,611,766
0.538051
0.492548
0.483004
0.024448
ABR
2020-03-06
3,932,262
8,010,406
0.448086
0.580433
0.376597
0.04297
ABR
2020-03-13
4,934,990
10,748,351
0.443504
0.641564
0.309878
0.048558
ABR
2020-03-20
9,046,229
25,389,541
0.386128
0.689398
0.294105
0.016497
ABR
2020-03-27
8,825,904
18,510,827
0.434704
0.695252
0.295368
0.009381
ABR
2020-04-03
7,083,311
15,288,164
0.469676
0.704729
0.278876
0.016395
ABR
2020-04-10
7,819,323
15,911,229
0.596953
0.57367
0.412755
0.013575
ABR
2020-04-17
5,704,225
11,422,811
0.517339
0.625902
0.363977
0.010121
ABR
2020-04-24
4,437,110
8,323,550
0.609358
0.550255
0.398992
0.050753
ABR
2020-05-01
5,334,500
10,780,809
0.600632
0.498225
0.439774
0.062001
ABR
2020-05-08
7,263,656
11,614,281
0.657486
0.527366
0.454398
0.018236
ABR
2020-05-15
8,597,997
12,646,920
0.725977
0.515897
0.466786
0.017317
ABR
2020-05-22
4,615,809
9,164,787
0.624117
0.531443
0.44318
0.025377
ABR
2020-05-29
3,810,400
8,044,280
0.506524
0.467726
0.511853
0.020421
ABR
2020-06-05
5,003,234
12,167,524
0.459357
0.548801
0.429952
0.021247
ABR
2020-06-12
4,731,030
12,440,062
0.406075
0.427612
0.487651
0.084737
ABR
2020-06-19
3,909,518
8,159,663
0.549852
0.39195
0.586657
0.021393
ABR
2020-06-26
10,276,034
20,884,180
0.6018
0.382708
0.606362
0.01093
ABR
2020-07-03
3,450,334
5,041,942
0.748876
0.485454
0.487782
0.026764
ABR
2020-07-10
3,872,265
8,518,386
0.575306
0.484012
0.501893
0.014094
ABR
2020-07-17
2,953,227
5,765,412
0.5977
0.503285
0.472503
0.024212
ABR
2020-07-24
1,895,121
4,115,502
0.517627
0.46041
0.524407
0.015183
ABR
2020-07-31
3,278,202
5,992,962
0.61533
0.50036
0.489193
0.010446
ABR
2020-08-07
3,454,806
8,636,845
0.46559
0.521709
0.470233
0.008057
ABR
2020-08-14
3,018,455
7,352,727
0.456641
0.571389
0.423297
0.005314
ABR
2020-08-21
2,100,063
4,949,523
0.498775
0.484207
0.43677
0.079023
ABR
2020-08-28
1,962,759
4,344,795
0.559228
0.442936
0.46852
0.088545
ABR
2020-09-04
3,072,126
5,408,682
0.626595
0.548338
0.416447
0.035214
ABR
2020-09-11
1,374,823
3,132,083
0.539511
0.5787
0.415429
0.005871
ABR
2020-09-18
2,843,258
5,707,213
0.572543
0.451512
0.542691
0.005797
ABR
2020-09-25
2,845,741
5,094,634
0.598959
0.541824
0.454245
0.003931
ABR
2020-10-02
2,005,062
3,770,767
0.611208
0.538496
0.454928
0.006576
ABR
2020-10-09
1,841,836
4,197,051
0.475323
0.502472
0.492827
0.004701
ABR
2020-10-16
1,955,630
3,664,513
0.597481
0.487541
0.5041
0.008359
ABR
2020-10-23
2,398,385
4,082,579
0.654433
0.524379
0.468788
0.006833
ABR
2020-10-30
2,913,641
5,788,192
0.551529
0.537065
0.454531
0.008404
ABR
2020-11-06
3,422,278
8,079,233
0.488872
0.524021
0.406699
0.06928
ABR
2020-11-13
5,130,343
14,065,257
0.41244
0.539775
0.369125
0.091099
ABR
2020-11-20
2,945,342
6,286,475
0.506571
0.56651
0.421653
0.011837
ABR
2020-11-27
1,902,502
3,725,077
0.561487
0.531175
0.46073
0.008095
ABR
2020-12-04
2,526,098
4,883,282
0.534147
0.541843
0.445065
0.013092
ABR
2020-12-11
2,751,238
5,694,070
0.489627
0.570539
0.415954
0.013507
ABR
2020-12-18
3,824,053
7,527,772
0.542662
0.458747
0.526179
0.015074
ABR
2020-12-25
1,673,768
2,993,752
0.54699
0.524132
0.466153
0.009714
ABR
2021-01-01
1,511,886
2,593,616
0.647065
0.515386
0.475891
0.008724
ABR
2021-01-08
3,476,659
5,900,777
0.659342
0.513576
0.481972
0.004451
ABR
2021-01-15
2,958,292
4,852,069
0.691179
0.522469
0.466227
0.011304
ABR
2021-01-22
1,678,063
3,521,801
0.573699
0.494572
0.489548
0.015879
ABR
2021-01-29
2,072,325
4,709,002
0.462675
0.438747
0.547275
0.013978
ABR
2021-02-05
1,887,299
4,693,350
0.471244
0.541239
0.450068
0.008693
ABR
2021-02-12
1,738,187
4,489,407
0.438555
0.577028
0.418166
0.004806
ABR
2021-02-19
1,672,859
3,878,690
0.519028
0.615056
0.370999
0.013944
ABR
2021-02-26
4,238,363
10,841,010
0.473305
0.500195
0.461893
0.037912
ABR
2021-03-05
2,585,944
7,553,534
0.392873
0.595635
0.39021
0.014154
ABR
2021-03-12
2,155,168
4,928,470
0.549254
0.572533
0.414344
0.013123
ABR
2021-03-19
2,664,500
4,710,120
0.656581
0.559618
0.432172
0.00821
ABR
2021-03-26
3,896,879
7,911,177
0.606377
0.670576
0.32385
0.005574
ABR
2021-04-02
1,756,070
6,575,334
0.354938
0.574628
0.415604
0.009768
ABR
2021-04-09
1,518,182
4,548,778
0.369742
0.583759
0.393168
0.023073
ABR
2021-04-16
1,501,753
3,414,788
0.506808
0.618352
0.362532
0.019116
ABR
2021-04-23
2,029,454
4,242,768
0.577961
0.643572
0.335721
0.020707
ABR
2021-04-30
2,029,231
3,759,296
0.651951
0.598244
0.383473
0.018283
ABR
2021-05-07
3,899,406
6,384,403
0.646348
0.634295
0.300119
0.065586
ABR
2021-05-14
6,068,607
10,492,734
0.626393
0.596737
0.322478
0.080784
ABR
2021-05-21
4,095,603
7,253,100
0.618671
0.655197
0.333885
0.010918
ABR
2021-05-28
2,648,962
5,328,167
0.589096
0.629126
0.351879
0.018995
ABR
2021-06-04
2,771,549
4,512,419
0.707778
0.639787
0.346419
0.013795
ABR
2021-06-11
2,651,619
5,908,970
0.563502
0.59733
0.387693
0.014978
ABR
2021-06-18
5,495,743
12,029,266
0.501432
0.548835
0.438458
0.012707
ABR
2021-06-25
4,059,541
8,299,152
0.558687
0.561252
0.425461
0.013287
ABR
2021-07-02
2,818,045
5,337,914
0.60456
0.539484
0.418467
0.042049
ABR
2021-07-09
2,817,479
4,701,490
0.652108
0.585433
0.406995
0.007572
ABR
2021-07-16
2,857,902
4,921,202
0.61959
0.552635
0.398045
0.04932
ABR
2021-07-23
3,806,177
6,261,438
0.636718
0.549031
0.440288
0.010681
ABR
2021-07-30
3,186,670
5,219,371
0.6563
0.597313
0.385244
0.017443
ABR
2021-08-06
3,109,527
5,333,951
0.669611
0.594386
0.395133
0.010481
ABR
2021-08-13
5,263,133
8,215,422
0.673016
0.667961
0.324334
0.007705