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
AA
2022-07-08
10,321,045
20,633,119
0.462228
0.603928
0.37948
0.016593
AA
2022-07-15
8,225,953
17,622,916
0.486004
0.580855
0.406088
0.013057
AA
2022-07-22
14,727,290
32,526,643
0.49371
0.582813
0.363603
0.053584
AA
2022-07-29
9,815,389
21,558,518
0.4717
0.610374
0.377537
0.012089
AA
2022-08-05
9,010,859
19,644,338
0.436459
0.62834
0.363785
0.007875
AA
2022-08-12
8,387,691
18,025,949
0.497233
0.543123
0.444106
0.012771
AA
2022-08-19
8,067,677
16,560,652
0.514292
0.606914
0.380796
0.012289
AA
2022-08-26
10,797,666
18,538,081
0.607831
0.61455
0.370706
0.014744
AA
2022-09-02
14,420,592
23,439,168
0.647845
0.634074
0.355654
0.010272
AA
2022-09-09
12,367,941
19,311,269
0.620666
0.624392
0.367189
0.008418
AA
2022-09-16
17,697,001
32,869,779
0.545211
0.605679
0.381392
0.012929
AA
2022-09-23
18,445,946
32,751,324
0.545354
0.645239
0.345917
0.008844
AA
2022-09-30
22,092,520
38,679,678
0.524768
0.592886
0.344488
0.062626
AA
2022-10-07
20,639,763
33,022,940
0.606236
0.540823
0.392331
0.066846
AA
2022-10-14
24,057,856
36,583,050
0.624746
0.574792
0.365392
0.059816
AA
2022-10-21
36,481,262
56,495,765
0.670567
0.645369
0.343725
0.010906
AA
2022-10-28
16,808,408
26,963,191
0.553996
0.638734
0.348764
0.012502
AA
2022-11-04
14,027,029
24,942,409
0.586031
0.568279
0.419682
0.012039
AA
2022-11-11
16,301,748
31,795,707
0.527544
0.581057
0.405819
0.013124
AA
2022-11-18
12,698,917
22,569,613
0.53864
0.580856
0.407973
0.011172
AA
2022-11-25
7,925,021
12,429,182
0.633937
0.646089
0.339449
0.014462
AA
2022-12-02
9,329,559
19,087,797
0.540752
0.575762
0.412341
0.011897
AA
2022-12-09
8,464,553
17,206,938
0.526083
0.563919
0.421645
0.014436
AA
2022-12-16
8,486,015
18,161,524
0.507846
0.5701
0.417087
0.012813
AA
2022-12-23
9,657,740
14,867,168
0.617717
0.676496
0.316408
0.007096
AA
2022-12-30
7,046,762
10,765,360
0.688358
0.668048
0.322422
0.00953
AA
2023-01-06
6,851,931
11,647,475
0.665464
0.612882
0.371755
0.015363
AA
2023-01-13
13,381,209
21,717,658
0.625843
0.63413
0.356498
0.009372
AA
2023-01-20
14,988,367
25,289,460
0.594049
0.612265
0.375929
0.011805
AA
2023-01-27
10,651,312
18,659,959
0.574208
0.629886
0.357506
0.012609
AA
2023-02-03
10,592,523
18,341,192
0.606603
0.629761
0.353955
0.016284
AA
2023-02-10
11,406,030
18,466,903
0.685511
0.665195
0.321372
0.013434
AA
2023-02-17
9,621,820
17,072,099
0.591546
0.612585
0.377257
0.010158
AA
2023-02-24
8,643,590
16,070,426
0.602735
0.609477
0.376784
0.013739
AA
2023-03-03
11,413,057
22,728,081
0.524249
0.601743
0.380627
0.01763
AA
2023-03-10
10,197,634
21,057,670
0.509855
0.601601
0.382057
0.016342
AA
2023-03-17
12,232,401
26,393,304
0.493636
0.580821
0.40393
0.015249
AA
2023-03-24
8,819,961
18,840,088
0.455221
0.530888
0.457209
0.011904
AA
2023-03-31
6,587,171
14,949,705
0.451892
0.562344
0.421824
0.015832
AA
2023-04-07
5,203,945
13,230,261
0.423761
0.595057
0.384647
0.020296
AA
2023-04-14
7,782,246
15,059,611
0.581247
0.590135
0.395873
0.013993
AA
2023-04-21
13,486,300
24,133,948
0.6122
0.59003
0.394862
0.015108
AA
2023-04-28
7,497,928
17,767,618
0.463931
0.572508
0.414016
0.013475
AA
2023-05-05
6,433,384
13,653,433
0.521234
0.521216
0.462174
0.01661
AA
2023-05-12
6,224,027
11,438,162
0.538449
0.565771
0.422177
0.012052
AA
2023-05-19
6,388,800
13,797,198
0.527544
0.596882
0.386375
0.016743
AA
2023-05-26
6,671,487
15,913,015
0.470643
0.588689
0.39632
0.014991
AA
2023-06-02
7,459,358
18,042,409
0.446222
0.599548
0.389753
0.010699
AA
2023-06-09
6,020,444
13,380,753
0.42654
0.581637
0.417607
0.000756
AA
2023-06-16
6,722,100
16,036,255
0.467711
0.561678
0.43629
0.002033
AA
2023-06-23
6,545,158
15,418,069
0.439037
0.573498
0.425936
0.000566
AA
2023-06-30
4,349,485
9,919,622
0.442116
0.376123
0.621758
0.002119
AA
2023-07-07
2,790,743
5,493,944
0.521961
0.015055
0.983539
0.001406
AA
2023-07-14
3,192,368
7,138,297
0.447702
0.02082
0.976771
0.002409
AA
2023-07-21
3,234,362
8,198,196
0.445704
0.03438
0.961905
0.003715
AA
2023-07-28
2,720,225
7,195,237
0.488011
0.03638
0.958457
0.005162
AA
2023-08-04
2,419,564
5,748,445
0.469613
0.027923
0.970332
0.001745
AA
2023-08-11
2,724,721
5,631,993
0.566802
0.019096
0.975556
0.005349
AA
2023-08-18
3,714,402
7,626,700
0.488058
0.016567
0.981692
0.001741
AA
2023-08-25
2,937,075
5,766,779
0.483729
0.017593
0.979989
0.002418
AA
2023-09-01
3,649,658
14,070,083
0.381001
0.019113
0.975861
0.005026
AA
2023-09-08
1,733,625
5,444,788
0.397734
0.037232
0.960241
0.002527
AA
2023-09-15
2,654,469
7,020,002
0.467764
0.02416
0.973531
0.002308
AA
2023-09-22
2,961,439
6,778,891
0.476469
0.03048
0.967477
0.002042
AA
2023-09-29
4,068,108
8,017,166
0.542333
0.019291
0.978121
0.002588
AA
2023-10-06
3,624,600
7,014,169
0.545592
0.033338
0.964346
0.002316
AA
2023-10-13
2,338,203
4,898,460
0.508936
0.017396
0.978246
0.004358
AA
2023-10-20
4,995,649
9,942,143
0.507495
0.017758
0.980428
0.001814
AA
2023-10-27
3,487,135
7,680,606
0.343959
0.019317
0.979875
0.000808
AA
2023-11-03
3,268,068
7,554,184
0.455643
0.021855
0.975806
0.002339
AA
2023-11-10
2,573,621
5,173,382
0.513327
0.013212
0.9814
0.005388
AA
2023-11-17
2,552,115
5,927,847
0.510674
0.035998
0.961836
0.002166
AA
2023-11-24
1,137,041
2,913,699
0.42887
0.031577
0.968078
0.000345
AA
2023-12-01
1,947,433
5,763,644
0.419342
0.026217
0.972506
0.001277
AA
2023-12-08
2,720,063
7,192,465
0.336879
0.018781
0.979763
0.001456
AA
2023-12-15
6,777,336
14,742,229
0.469485
0.026067
0.972539
0.001394
AA
2023-12-22
3,275,907
9,112,860
0.35045
0.018375
0.980011
0.001613
AA
2023-12-29
1,764,828
4,171,840
0.410023
0.017067
0.981007
0.001926
AA
2024-01-05
2,713,921
6,013,315
0.448086
0.020886
0.97419
0.004924
AA
2024-01-12
2,664,959
5,882,862
0.483216
0.029179
0.96629
0.004531
AA
2024-01-19
3,852,834
10,527,268
0.376155
0.018503
0.977633
0.003864
AA
2024-01-26
3,392,196
7,867,386
0.50535
0.023583
0.973125
0.003292
AA
2024-02-02
2,300,984
5,673,513
0.517331
0.021236
0.975898
0.002866
AA
2024-02-09
2,817,319
7,368,881
0.371273
0.014645
0.98243
0.002925
AA
2024-02-16
2,927,836
6,535,383
0.434002
0.013153
0.9845
0.002347
AA
2024-02-23
2,710,094
5,572,540
0.474961
0.020701
0.972804
0.006495
AA
2024-03-01
4,436,047
9,025,033
0.453695
0.008879
0.987942
0.003179
AA
2024-03-08
3,571,337
8,018,040
0.50588
0.018398
0.976249
0.005353
AA
2024-03-15
3,558,743
8,684,825
0.510045
0.019838
0.973428
0.006734
AA
2024-03-22
3,448,808
8,719,079
0.506938
0.021863
0.974303
0.003834
AA
2024-03-29
2,643,590
6,069,678
0.430092
0.016378
0.98144
0.002182
AA
2024-04-05
5,199,507
10,170,858
0.506906
0.011083
0.986098
0.002819
AA
2024-04-12
2,674,797
6,941,322
0.386874
0.012764
0.984353
0.002883
AA
2024-04-19
5,035,848
11,634,366
0.415455
0.015626
0.980342
0.004032
AA
2024-04-26
3,783,735
8,219,382
0.452836
0.011903
0.986017
0.002081
AA
2024-05-03
4,490,191
9,249,682
0.44552
0.01344
0.982256
0.004304
AA
2024-05-10
2,835,611
5,005,146
0.583492
0.01405
0.98275
0.003199
AA
2024-05-17
3,084,440
7,065,841
0.433282
0.009103
0.987412
0.003485
AA
2024-05-24
5,160,059
9,306,210
0.419148
0.011621
0.98177
0.00661
AA
2024-05-31
3,210,729
6,455,910
0.465134
0.013383
0.979971
0.006645