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
2023-07-21
3,196,295
4,080,875
0.847419
0.052707
0.943723
0.00357
ABR
2023-07-28
4,122,102
5,705,034
0.77423
0.053748
0.946001
0.000251
ABR
2023-08-04
3,056,057
4,888,480
0.733781
0.05416
0.945262
0.000578
ABR
2023-08-11
1,872,322
3,806,846
0.782998
0.033846
0.965764
0.00039
ABR
2023-08-18
2,441,267
3,430,349
0.79418
0.040279
0.95874
0.000981
ABR
2023-08-25
2,009,136
2,799,841
0.766663
0.025144
0.974259
0.000597
ABR
2023-09-01
2,058,091
3,220,541
0.742014
0.025889
0.97386
0.000251
ABR
2023-09-08
1,244,466
1,892,376
0.726469
0.046436
0.951637
0.001927
ABR
2023-09-15
1,873,720
4,126,867
0.791259
0.035503
0.964091
0.000406
ABR
2023-09-22
1,833,941
2,514,854
0.790067
0.0341
0.964468
0.001432
ABR
2023-09-29
2,716,388
3,624,295
0.844328
0.029093
0.969728
0.001179
ABR
2023-10-06
5,013,659
6,525,272
0.823705
0.052041
0.946786
0.001173
ABR
2023-10-13
2,601,154
3,650,011
0.814341
0.037903
0.960004
0.002093
ABR
2023-10-20
3,004,924
4,006,075
0.864941
0.020883
0.97775
0.001367
ABR
2023-10-27
5,118,974
7,507,878
0.794732
0.038732
0.958272
0.002996
ABR
2023-11-03
5,329,033
7,916,748
0.737677
0.037079
0.960832
0.00209
ABR
2023-11-10
3,461,296
6,218,514
0.570585
0.053857
0.941069
0.005074
ABR
2023-11-17
3,875,686
6,529,486
0.712473
0.039698
0.957843
0.002459
ABR
2023-11-24
2,225,431
3,355,244
0.666996
0.024408
0.973968
0.001623
ABR
2023-12-01
4,934,958
7,975,437
0.669034
0.026924
0.9715
0.001575
ABR
2023-12-08
3,139,828
5,097,574
0.686679
0.035562
0.963888
0.00055
ABR
2023-12-15
6,884,806
10,231,829
0.744592
0.02183
0.975924
0.002246
ABR
2023-12-22
5,393,101
7,359,085
0.790022
0.030503
0.966875
0.002622
ABR
2023-12-29
3,663,913
4,903,580
0.841308
0.025372
0.973632
0.000996
ABR
2024-01-05
2,946,090
4,220,212
0.768792
0.029428
0.967843
0.002729
ABR
2024-01-12
3,543,508
4,654,844
0.780374
0.048845
0.949659
0.001496
ABR
2024-01-19
3,409,176
4,357,699
0.819251
0.019323
0.978807
0.00187
ABR
2024-01-26
4,549,997
6,338,258
0.766867
0.040473
0.956427
0.0031
ABR
2024-02-02
6,159,954
8,022,829
0.775641
0.031875
0.96606
0.002065
ABR
2024-02-09
4,671,407
6,966,012
0.774637
0.038631
0.960352
0.001017
ABR
2024-02-16
7,419,006
10,798,282
0.660996
0.026656
0.970933
0.002411
ABR
2024-02-23
4,442,694
6,496,242
0.680523
0.037229
0.960745
0.002026
ABR
2024-03-01
3,061,922
4,626,460
0.694094
0.033108
0.964749
0.002143
ABR
2024-03-08
2,557,667
3,999,069
0.716644
0.02273
0.975957
0.001313
ABR
2024-03-15
2,448,680
4,910,429
0.564245
0.019452
0.979718
0.00083
ABR
2024-03-22
2,439,220
4,115,827
0.67575
0.009104
0.984319
0.006577
ABR
2024-03-29
2,055,430
2,919,696
0.662653
0.013684
0.983146
0.003169
ABR
2024-04-05
2,679,694
3,966,451
0.686201
0.010223
0.986553
0.003224
ABR
2024-04-12
4,806,302
6,471,848
0.733377
0.023738
0.975622
0.00064
ABR
2024-04-19
3,935,237
5,363,322
0.744833
0.025741
0.973251
0.001008
ABR
2024-04-26
3,523,155
4,902,010
0.778228
0.033722
0.964191
0.002087
ABR
2024-05-03
4,124,904
5,366,072
0.791574
0.024673
0.972948
0.002379
ABR
2024-05-10
5,250,273
7,390,898
0.741242
0.035151
0.963407
0.001442
ABR
2024-05-17
6,725,360
10,776,816
0.643443
0.01913
0.979116
0.001754
ABR
2024-05-24
2,641,753
3,639,546
0.757219
0.016537
0.982362
0.001101
ABR
2024-05-31
2,514,255
3,614,136
0.764772
0.014684
0.983818
0.001498
ABR
2024-06-07
3,368,349
4,536,279
0.746402
0.018659
0.977723
0.003618
ABR
2024-06-14
2,535,890
3,745,804
0.71598
0.021781
0.976609
0.00161
ABR
2024-06-21
2,731,503
3,798,009
0.633377
0.009808
0.989055
0.001136
ABR
2024-06-28
2,431,810
3,427,694
0.751345
0.01988
0.978959
0.001161
ABR
2024-07-05
3,495,560
4,070,419
0.79554
0.020633
0.977779
0.001589
ABR
2024-07-12
6,108,367
10,472,255
0.726389
0.025742
0.970611
0.003647
ABR
2024-07-19
4,079,727
8,494,605
0.58047
0.028281
0.967507
0.004213
ABR
2024-07-26
2,670,633
3,929,281
0.612364
0.025689
0.971139
0.003171
ABR
2024-08-02
3,200,895
4,762,611
0.693074
0.018416
0.979249
0.002335
ABR
2024-08-09
3,343,978
4,918,572
0.74407
0.03171
0.963729
0.00456
ABR
2024-08-16
2,152,408
3,454,100
0.656491
0.021956
0.973824
0.00422
ABR
2024-08-23
1,960,171
3,407,985
0.631807
0.036652
0.959395
0.003953
ABR
2024-08-30
2,185,407
3,381,703
0.663019
0.02867
0.969324
0.002005
ABR
2024-09-06
1,653,247
2,357,906
0.787589
0.03106
0.966582
0.002358
ABR
2024-09-13
1,997,634
3,242,813
0.58149
0.020358
0.977049
0.002592
ABR
2024-09-20
2,380,264
4,768,527
0.640824
0.024542
0.971437
0.004021
ABR
2024-09-27
2,041,150
3,443,394
0.628505
0.015766
0.976136
0.008098
ABR
2024-10-04
2,567,128
3,689,931
0.769397
0.021974
0.972661
0.005365
ABR
2024-10-11
2,557,142
3,271,452
0.851231
0.016615
0.98028
0.003105
ABR
2024-10-18
2,273,437
2,913,742
0.8524
0.011336
0.988094
0.000571
ABR
2024-10-25
2,134,118
2,602,798
0.822153
0.009983
0.989167
0.00085
ABR
2024-11-01
2,392,743
3,433,636
0.723624
0.01603
0.983468
0.000502
ABR
2024-11-08
2,801,941
4,060,273
0.720831
0.014894
0.983996
0.00111
ABR
2024-11-15
2,428,253
4,133,704
0.721337
0.027873
0.971664
0.000463
ABR
2024-11-22
1,672,518
2,600,722
0.730431
0.014828
0.981669
0.003503
ABR
2024-11-29
1,517,617
2,334,535
0.716999
0.014944
0.983934
0.001121
ABR
2024-12-06
2,121,574
3,085,267
0.631166
0.014496
0.981829
0.003674
ABR
2024-12-13
1,926,845
2,669,455
0.790198
0.01316
0.983956
0.002884
ABR
2024-12-20
3,823,362
5,794,429
0.785236
0.013133
0.985341
0.001526
ABR
2024-12-27
1,584,853
2,019,644
0.800344
0.012429
0.987446
0.000126
ABR
2025-01-03
1,350,515
1,967,634
0.764659
0.020026
0.979573
0.000401
ABR
2025-01-10
2,469,073
3,038,241
0.877974
0.017535
0.981889
0.000576
ABR
2025-01-17
2,213,952
2,881,355
0.77652
0.020813
0.979071
0.000117
ABR
2025-01-24
1,868,701
2,622,288
0.756211
0.020575
0.977359
0.002066
ABR
2025-01-31
2,332,187
3,424,887
0.759168
0.019887
0.979945
0.000168
ABR
2025-02-07
2,038,130
2,777,133
0.806503
0.011107
0.988251
0.000641
ABR
2025-02-14
2,253,774
3,370,273
0.614654
0.011662
0.983857
0.004481
ABR
2025-02-21
4,780,345
7,705,180
0.594887
0.025597
0.974122
0.000281
ABR
2025-02-28
4,423,248
7,204,220
0.686654
0.016029
0.983856
0.000115
ABR
2025-03-07
4,338,285
5,942,210
0.840724
0.009995
0.989604
0.000401
ABR
2025-03-14
4,056,506
5,682,359
0.787381
0.016987
0.979629
0.003384
ABR
2025-03-21
2,856,268
5,493,914
0.683244
0.010488
0.989512
0
ABR
2025-03-28
2,082,407
3,325,142
0.698108
0.031933
0.968067
0
ABR
2025-04-04
1,800,125
2,793,761
0.776551
0.012989
0.986852
0.000159
ABSI
2021-07-23
320,956
2,127,905
0.193126
0.875584
0.109978
0.014438
ABSI
2021-07-30
640,961
1,590,801
0.447714
0.825001
0.143541
0.031459
ABSI
2021-08-06
512,701
1,071,378
0.565062
0.791763
0.180786
0.027451
ABSI
2021-08-13
640,823
908,761
0.560026
0.86895
0.117824
0.013226
ABSI
2021-08-20
1,180,201
1,608,391
0.628978
0.848637
0.130014
0.021349
ABSI
2021-08-27
434,628
657,324
0.597212
0.737185
0.243088
0.019728
ABSI
2021-09-03
358,396
731,548
0.520027
0.712072
0.24336
0.044567
ABSI
2021-09-10
710,469
1,128,656
0.56635
0.713874
0.191881
0.094245
ABSI
2021-09-17
583,267
951,111
0.59903
0.668799
0.227225
0.103976
ABSI
2021-09-24
667,567
886,515
0.748734
0.721187
0.23602
0.042793