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
AAL
2022-11-11
39,811,930
92,993,005
0.536087
0.689926
0.271728
0.038346
AAL
2022-11-18
45,483,517
97,922,724
0.508369
0.792829
0.184796
0.022376
AAL
2022-11-25
25,860,913
62,216,391
0.515878
0.75325
0.226058
0.020692
AAL
2022-12-02
37,560,151
77,778,564
0.523991
0.774513
0.20171
0.023777
AAL
2022-12-09
43,302,981
87,021,811
0.524913
0.779639
0.198713
0.021649
AAL
2022-12-16
58,866,692
108,775,379
0.606035
0.726258
0.244189
0.029553
AAL
2022-12-23
42,741,643
79,819,404
0.603073
0.708174
0.264585
0.027241
AAL
2022-12-30
30,722,689
55,712,037
0.664308
0.713288
0.258018
0.028694
AAL
2023-01-06
38,201,596
75,469,680
0.60955
0.698717
0.26623
0.035053
AAL
2023-01-13
95,315,554
164,950,580
0.583702
0.725762
0.252001
0.022237
AAL
2023-01-20
52,174,224
88,648,200
0.596065
0.706543
0.27492
0.018537
AAL
2023-01-27
65,101,178
106,635,885
0.602059
0.750482
0.226149
0.023369
AAL
2023-02-03
47,705,954
85,185,045
0.566568
0.735962
0.234675
0.029364
AAL
2023-02-10
34,553,292
62,279,716
0.588795
0.746975
0.228633
0.024392
AAL
2023-02-17
36,736,799
56,654,868
0.639263
0.755874
0.224178
0.019948
AAL
2023-02-24
37,197,178
65,353,744
0.568816
0.748481
0.233685
0.017834
AAL
2023-03-03
27,708,782
46,139,906
0.624771
0.729721
0.246324
0.023956
AAL
2023-03-10
34,804,196
58,597,145
0.639457
0.717671
0.253001
0.029328
AAL
2023-03-17
70,797,226
111,394,505
0.633702
0.703005
0.262178
0.034817
AAL
2023-03-24
46,730,384
75,531,247
0.664508
0.692111
0.270195
0.037694
AAL
2023-03-31
28,036,481
46,263,408
0.636674
0.65848
0.297039
0.044481
AAL
2023-04-07
25,208,930
43,500,088
0.598108
0.718338
0.245422
0.036241
AAL
2023-04-14
88,481,567
142,114,441
0.589725
0.713416
0.246593
0.039991
AAL
2023-04-21
41,168,249
84,911,316
0.550757
0.726932
0.223856
0.049212
AAL
2023-04-28
59,892,624
126,016,570
0.537208
0.694505
0.256436
0.049059
AAL
2023-05-05
34,721,665
77,332,702
0.54702
0.663079
0.269235
0.067686
AAL
2023-05-12
36,388,157
73,858,597
0.586321
0.670162
0.272192
0.057646
AAL
2023-05-19
33,336,551
73,418,303
0.515433
0.679034
0.264271
0.056696
AAL
2023-05-26
43,651,636
92,070,400
0.502693
0.716629
0.235379
0.047992
AAL
2023-06-02
33,818,075
66,669,107
0.515104
0.729406
0.237395
0.033199
AAL
2023-06-09
24,297,573
50,332,181
0.562217
0.735452
0.26416
0.000389
AAL
2023-06-16
32,607,970
58,108,022
0.646949
0.71444
0.285267
0.000293
AAL
2023-06-23
20,469,585
38,222,878
0.607211
0.74005
0.259164
0.000786
AAL
2023-06-30
31,777,208
52,831,487
0.672634
0.497245
0.502013
0.000742
AAL
2023-07-07
5,265,680
7,035,075
0.684943
0.070958
0.928425
0.000618
AAL
2023-07-14
9,289,623
12,593,096
0.677238
0.072441
0.925821
0.001738
AAL
2023-07-21
10,653,688
14,816,515
0.641376
0.080443
0.915885
0.003672
AAL
2023-07-28
9,608,088
13,656,946
0.615669
0.055322
0.942204
0.002474
AAL
2023-08-04
9,908,611
13,654,154
0.63621
0.052193
0.946847
0.00096
AAL
2023-08-11
7,543,833
9,787,531
0.653395
0.047101
0.95085
0.002049
AAL
2023-08-18
7,924,907
9,673,697
0.709206
0.046857
0.952543
0.0006
AAL
2023-08-25
8,033,713
10,401,528
0.696322
0.056041
0.942727
0.001232
AAL
2023-09-01
7,115,670
10,257,015
0.716538
0.045208
0.953921
0.000871
AAL
2023-09-08
9,483,499
12,163,469
0.734901
0.059479
0.931185
0.009336
AAL
2023-09-15
12,333,383
17,375,443
0.693638
0.050857
0.946189
0.002954
AAL
2023-09-22
9,235,508
12,490,966
0.729483
0.075198
0.920254
0.004549
AAL
2023-09-29
10,217,349
14,035,128
0.670201
0.072312
0.922113
0.005575
AAL
2023-10-06
11,545,258
17,819,625
0.660948
0.071239
0.923791
0.00497
AAL
2023-10-13
13,827,472
21,149,287
0.65593
0.06794
0.927939
0.004121
AAL
2023-10-20
15,710,810
24,765,684
0.574367
0.071553
0.923393
0.005054
AAL
2023-10-27
10,566,796
15,766,034
0.634741
0.073619
0.920965
0.005416
AAL
2023-11-03
10,315,247
17,916,059
0.565787
0.06967
0.925168
0.005162
AAL
2023-11-10
9,777,580
17,635,238
0.562737
0.050695
0.946761
0.002544
AAL
2023-11-17
8,000,565
14,161,483
0.567303
0.067435
0.925853
0.006712
AAL
2023-11-24
5,750,487
10,664,263
0.503349
0.069244
0.925938
0.004818
AAL
2023-12-01
9,888,339
15,965,883
0.594054
0.063332
0.927515
0.009153
AAL
2023-12-08
16,293,682
23,664,223
0.651677
0.045345
0.948661
0.005994
AAL
2023-12-15
14,489,324
18,395,348
0.763576
0.04417
0.949872
0.005958
AAL
2023-12-22
11,159,325
14,257,197
0.708481
0.036694
0.961045
0.00226
AAL
2023-12-29
6,778,004
8,455,711
0.702862
0.04795
0.948964
0.003086
AAL
2024-01-05
9,262,194
12,497,618
0.718357
0.050465
0.947287
0.002248
AAL
2024-01-12
15,613,128
24,092,552
0.650255
0.054703
0.940962
0.004335
AAL
2024-01-19
11,500,360
20,929,537
0.524063
0.071958
0.922447
0.005595
AAL
2024-01-26
13,745,277
26,291,659
0.473339
0.055261
0.935214
0.009526
AAL
2024-02-02
8,524,305
15,379,238
0.531441
0.057676
0.937359
0.004965
AAL
2024-02-09
9,053,141
13,438,632
0.685701
0.043536
0.952625
0.003839
AAL
2024-02-16
6,988,296
13,298,387
0.531006
0.052864
0.945349
0.001787
AAL
2024-02-23
5,872,718
11,139,698
0.478386
0.054995
0.94455
0.000455
AAL
2024-03-01
6,767,608
12,876,168
0.492887
0.07451
0.924691
0.000799
AAL
2024-03-08
11,493,334
22,556,082
0.464844
0.058654
0.937523
0.003823
AAL
2024-03-15
8,903,411
15,916,930
0.515988
0.057653
0.939765
0.002583
AAL
2024-03-22
6,153,902
11,833,857
0.496225
0.055723
0.942743
0.001534
AAL
2024-03-29
4,938,189
8,712,863
0.599388
0.078596
0.919692
0.001711
AAL
2024-04-05
13,022,518
18,870,163
0.589916
0.05411
0.943321
0.002568
AAL
2024-04-12
10,573,495
16,117,270
0.593021
0.060634
0.93493
0.004436
AAL
2024-04-19
12,613,893
18,405,960
0.582281
0.055532
0.942687
0.001781
AAL
2024-04-26
14,787,347
23,159,308
0.586902
0.042115
0.956733
0.001153
AAL
2024-05-03
8,480,953
15,364,040
0.582749
0.066933
0.929201
0.003866
AAL
2024-05-10
8,348,591
13,558,470
0.55786
0.051976
0.941888
0.006136
AAL
2024-05-17
6,988,679
12,857,088
0.500604
0.057569
0.922487
0.019944
AAL
2024-05-24
6,867,866
11,828,922
0.587738
0.067191
0.930022
0.002786
AAL
2024-05-31
18,496,028
34,697,104
0.556547
0.088539
0.907149
0.004311
AAL
2024-06-07
11,616,686
18,587,771
0.562691
0.053726
0.938128
0.008145
AAL
2024-06-14
9,417,430
15,303,604
0.56727
0.089944
0.904894
0.005162
AAL
2024-06-21
5,046,434
7,881,096
0.632979
0.093148
0.899215
0.007637
AAL
2024-06-28
7,507,128
13,018,187
0.559179
0.097317
0.89337
0.009313
AAL
2024-07-05
4,769,454
7,096,270
0.682818
0.084195
0.906028
0.009776
AAL
2024-07-12
12,184,504
17,954,096
0.584223
0.06827
0.928591
0.003139
AAL
2024-07-19
9,526,777
16,772,075
0.596787
0.08281
0.912804
0.004386
AAL
2024-07-26
13,322,366
24,507,734
0.544794
0.086639
0.908306
0.005055
AAL
2024-08-02
13,044,329
20,009,678
0.622225
0.104799
0.887696
0.007505
AAL
2024-08-09
7,379,639
13,024,501
0.576543
0.074599
0.921838
0.003564
AAL
2024-08-16
5,861,173
13,314,466
0.495188
0.083014
0.912961
0.004025
AAL
2024-08-23
5,018,728
9,501,047
0.603301
0.120087
0.861177
0.018736
AAL
2024-08-30
5,295,428
7,451,191
0.734713
0.091266
0.902818
0.005916
AAL
2024-09-06
5,469,486
7,735,175
0.725423
0.080651
0.906025
0.013324
AAL
2024-09-13
10,179,109
14,216,799
0.738391
0.164028
0.82827
0.007702
AAL
2024-09-20
7,675,254
11,562,894
0.685213
0.076887
0.91888
0.004233
AAL
2024-09-27
6,888,508
13,253,276
0.492895
0.082799
0.911289
0.005912
AAL
2024-10-04
7,788,456
13,744,131
0.534091
0.069976
0.92679
0.003234