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
2020-08-07
15,256,321
28,263,855
0.563742
0.577731
0.407406
0.014863
AA
2020-08-14
12,298,903
20,516,340
0.627624
0.600185
0.385895
0.01392
AA
2020-08-21
11,530,114
18,980,190
0.599302
0.525938
0.375428
0.098633
AA
2020-08-28
6,392,783
12,251,728
0.566258
0.51259
0.381111
0.106299
AA
2020-09-04
9,400,433
17,581,189
0.561402
0.54962
0.393406
0.056974
AA
2020-09-11
7,897,642
12,994,927
0.634796
0.584922
0.396239
0.018838
AA
2020-09-18
10,107,489
23,192,837
0.534652
0.538653
0.44594
0.015406
AA
2020-09-25
10,785,401
22,217,012
0.563228
0.599818
0.38661
0.013572
AA
2020-10-02
10,525,583
21,708,936
0.556596
0.572913
0.410475
0.016612
AA
2020-10-09
10,277,495
23,167,338
0.515305
0.546365
0.431974
0.021661
AA
2020-10-16
12,987,464
29,933,942
0.478393
0.601253
0.381675
0.017072
AA
2020-10-23
11,106,703
22,493,805
0.533539
0.592548
0.390794
0.016658
AA
2020-10-30
7,287,740
16,362,661
0.520594
0.560123
0.424603
0.015274
AA
2020-11-06
9,397,909
22,766,286
0.436084
0.523893
0.353182
0.122926
AA
2020-11-13
10,688,812
24,315,969
0.479313
0.492776
0.399291
0.107933
AA
2020-11-20
8,891,821
20,302,111
0.471657
0.503253
0.480781
0.015966
AA
2020-11-27
5,126,079
15,418,221
0.364025
0.513723
0.478207
0.00807
AA
2020-12-04
8,676,625
23,756,005
0.433005
0.561841
0.42096
0.017199
AA
2020-12-11
7,284,135
18,831,414
0.401336
0.540902
0.443147
0.015951
AA
2020-12-18
7,030,474
22,343,363
0.366568
0.562551
0.425025
0.012425
AA
2020-12-25
2,760,553
9,216,701
0.394503
0.600581
0.381437
0.017982
AA
2021-01-01
4,263,995
11,730,301
0.427096
0.657049
0.33025
0.0127
AA
2021-01-08
6,002,770
17,131,632
0.393727
0.614693
0.36952
0.015786
AA
2021-01-15
6,009,760
14,443,486
0.463854
0.555686
0.42584
0.018473
AA
2021-01-22
16,166,241
37,644,947
0.467886
0.701839
0.283376
0.014785
AA
2021-01-29
16,137,306
29,230,323
0.573787
0.631881
0.35592
0.012199
AA
2021-02-05
12,297,397
30,402,750
0.481036
0.688481
0.301289
0.01023
AA
2021-02-12
6,900,871
19,547,055
0.414017
0.594864
0.394349
0.010787
AA
2021-02-19
4,863,724
14,461,643
0.363137
0.600741
0.387686
0.011573
AA
2021-02-26
11,487,936
28,698,515
0.426159
0.602843
0.35275
0.044407
AA
2021-03-05
17,718,745
38,593,453
0.439137
0.707175
0.283643
0.009182
AA
2021-03-12
11,542,495
22,940,840
0.504759
0.635131
0.353933
0.010936
AA
2021-03-19
12,544,932
22,540,391
0.587831
0.623168
0.367015
0.009817
AA
2021-03-26
15,468,599
28,129,714
0.578871
0.647792
0.343628
0.00858
AA
2021-04-02
12,100,225
21,215,199
0.560125
0.653952
0.335542
0.010506
AA
2021-04-09
10,748,791
19,219,941
0.575818
0.662855
0.313988
0.023157
AA
2021-04-16
18,295,802
31,903,617
0.577728
0.639722
0.334559
0.025719
AA
2021-04-23
13,515,188
29,015,687
0.47044
0.652144
0.321303
0.026553
AA
2021-04-30
11,945,091
22,561,069
0.563981
0.615059
0.364117
0.020823
AA
2021-05-07
14,459,371
26,716,658
0.569048
0.581743
0.31605
0.102207
AA
2021-05-14
18,148,990
33,967,928
0.555474
0.581197
0.327909
0.090893
AA
2021-05-21
14,866,976
31,341,839
0.538261
0.640783
0.341035
0.018181
AA
2021-05-28
10,990,579
22,766,647
0.54404
0.583708
0.399274
0.017018
AA
2021-06-04
9,277,444
16,948,689
0.590978
0.660665
0.32858
0.010755
AA
2021-06-11
10,495,747
18,773,903
0.624758
0.621878
0.366883
0.011239
AA
2021-06-18
20,666,173
35,880,829
0.619658
0.631259
0.360066
0.008675
AA
2021-06-25
19,783,656
44,890,178
0.528352
0.54345
0.445776
0.010775
AA
2021-07-02
12,069,354
29,299,616
0.426408
0.623105
0.323713
0.053182
AA
2021-07-09
7,971,766
20,208,515
0.479526
0.553072
0.435242
0.011686
AA
2021-07-16
16,077,677
37,218,725
0.413885
0.59738
0.352722
0.049898
AA
2021-07-23
20,011,351
41,195,895
0.51951
0.631062
0.353443
0.015495
AA
2021-07-30
12,857,048
28,675,664
0.485017
0.640363
0.34484
0.014797
AA
2021-08-06
9,907,687
23,061,718
0.492767
0.641232
0.344964
0.013804
AA
2021-08-13
12,118,697
29,314,218
0.449419
0.647916
0.340681
0.011403
AA
2021-08-20
12,360,499
33,986,749
0.378187
0.654802
0.32934
0.015858
AA
2021-08-27
9,694,901
24,249,845
0.464319
0.646932
0.341822
0.011245
AA
2021-09-03
14,184,088
30,216,024
0.491779
0.72871
0.261376
0.009915
AA
2021-09-10
8,842,346
22,486,108
0.433855
0.636722
0.291615
0.071662
AA
2021-09-17
14,903,313
35,333,000
0.440027
0.626801
0.324032
0.049167
AA
2021-09-24
15,140,136
36,047,676
0.431839
0.685821
0.302547
0.011632
AA
2021-10-01
10,319,715
25,592,324
0.448895
0.681016
0.309975
0.009009
AA
2021-10-08
9,206,475
22,079,920
0.417123
0.677684
0.311582
0.010734
AA
2021-10-15
17,522,886
49,474,381
0.367005
0.71434
0.273818
0.011842
AA
2021-10-22
8,707,165
34,921,882
0.288875
0.66502
0.321386
0.013594
AA
2021-10-29
13,682,904
38,524,686
0.399784
0.609661
0.311777
0.078562
AA
2021-11-05
14,628,635
34,692,413
0.455295
0.66832
0.321353
0.010327
AA
2021-11-12
16,827,756
38,039,173
0.462988
0.668631
0.322132
0.009236
AA
2021-11-19
11,446,440
24,433,060
0.462351
0.692765
0.296145
0.01109
AA
2021-11-26
9,472,771
19,662,026
0.462287
0.734253
0.257025
0.008723
AA
2021-12-03
13,444,528
32,349,873
0.416938
0.563095
0.426291
0.010614
AA
2021-12-10
10,031,826
24,529,066
0.423159
0.590934
0.396914
0.012152
AA
2021-12-17
28,895,978
54,786,603
0.451847
0.527876
0.460347
0.011777
AA
2021-12-24
14,040,841
31,188,088
0.440503
0.653548
0.286928
0.059524
AA
2021-12-31
9,852,019
18,971,097
0.505111
0.586873
0.400246
0.012881
AA
2022-01-07
11,420,289
27,411,838
0.495302
0.655209
0.322651
0.02214
AA
2022-01-14
9,198,234
22,604,038
0.452117
0.678486
0.298153
0.023361
AA
2022-01-21
15,810,606
32,495,922
0.464502
0.695285
0.282358
0.022357
AA
2022-01-28
16,180,714
31,552,220
0.517332
0.675045
0.298765
0.02619
AA
2022-02-04
12,288,368
26,447,496
0.470741
0.67111
0.304385
0.024506
AA
2022-02-11
17,345,563
40,107,499
0.440591
0.656935
0.317361
0.025704
AA
2022-02-18
13,489,608
26,683,141
0.535163
0.655833
0.321219
0.022948
AA
2022-02-25
10,254,508
26,508,803
0.395537
0.639228
0.333448
0.027324
AA
2022-03-04
20,063,253
48,880,017
0.381352
0.704772
0.270493
0.024735
AA
2022-03-11
21,084,106
42,113,443
0.504684
0.715026
0.261631
0.023343
AA
2022-03-18
15,521,520
29,434,855
0.567041
0.626779
0.349845
0.023376
AA
2022-03-25
14,121,867
28,863,695
0.495936
0.695582
0.282541
0.021877
AA
2022-04-01
12,412,797
22,909,838
0.52906
0.72661
0.254034
0.019356
AA
2022-04-08
10,247,526
20,826,066
0.495378
0.691167
0.293999
0.014834
AA
2022-04-15
6,794,652
14,846,731
0.457816
0.699218
0.28181
0.018972
AA
2022-04-22
16,599,879
37,451,644
0.423065
0.728448
0.250522
0.02103
AA
2022-04-29
16,502,659
33,555,917
0.516447
0.658085
0.321493
0.020422
AA
2022-05-06
10,165,674
23,529,366
0.437135
0.601087
0.374785
0.024128
AA
2022-05-13
10,850,835
33,418,862
0.356135
0.606598
0.358885
0.034518
AA
2022-05-20
11,832,308
26,886,991
0.447622
0.584852
0.400202
0.014946
AA
2022-05-27
10,926,954
24,265,278
0.420545
0.644759
0.30933
0.045912
AA
2022-06-03
10,085,270
22,055,698
0.498276
0.567015
0.411206
0.021779
AA
2022-06-10
10,497,029
24,256,938
0.460454
0.65284
0.326095
0.021065
AA
2022-06-17
13,500,208
30,244,344
0.453916
0.52901
0.447659
0.023331
AA
2022-06-24
10,904,194
19,699,797
0.550313
0.614219
0.370278
0.015503
AA
2022-07-01
10,031,774
19,887,247
0.530203
0.644088
0.338093
0.017819