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
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
AAL
2024-10-11
6,179,012
11,869,131
0.46394
0.072816
0.925059
0.002125
AAL
2024-10-18
7,810,432
12,980,396
0.593835
0.054812
0.943633
0.001554
AAL
2024-10-25
6,892,285
12,333,269
0.526067
0.098088
0.897824
0.004088
AAL
2024-11-01
5,662,417
10,215,109
0.547924
0.071068
0.928033
0.0009
AAL
2024-11-08
4,910,287
7,863,476
0.559709
0.084899
0.914072
0.001029
AAL
2024-11-15
3,791,904
7,311,856
0.517552
0.074433
0.925016
0.000551
AAL
2024-11-22
3,497,316
6,291,304
0.524596
0.093713
0.904954
0.001333
AAL
2024-11-29
2,030,400
4,902,676
0.460917
0.099368
0.898142
0.00249
AAL
2024-12-06
5,780,161
14,536,829
0.402818
0.070036
0.922289
0.007674
AAL
2024-12-13
3,196,828
8,330,379
0.436158
0.078003
0.915851
0.006146
AAL
2024-12-20
3,036,610
6,706,557
0.518775
0.104566
0.887424
0.008009
AAL
2024-12-27
2,024,129
3,449,637
0.583241
0.101538
0.870253
0.028209
AAL
2025-01-03
2,043,205
4,815,179
0.525838
0.081451
0.906691
0.011858
AAL
2025-01-10
3,048,616
6,522,852
0.53535
0.105822
0.88522
0.008959
AAL
2025-01-17
2,826,237
6,328,334
0.462278
0.107297
0.884601
0.008102
AAL
2025-01-24
6,806,680
14,192,091
0.492274
0.102673
0.889002
0.008324
AAL
2025-01-31
4,469,409
9,046,250
0.532389
0.092223
0.904092
0.003685
AAL
2025-02-07
3,887,588
8,478,440
0.526872
0.080521
0.913154
0.006325
AAL
2025-02-14
4,479,158
8,898,619
0.535129
0.093902
0.902064
0.004034
AAL
2025-02-21
4,101,984
8,424,718
0.478496
0.069233
0.923178
0.007589
AAL
2025-02-28
6,765,949
13,351,790
0.536762
0.080744
0.913763
0.005493
AAL
2025-03-07
10,360,070
21,086,929
0.460232
0.054613
0.938409
0.006978
AAL
2025-03-14
18,854,968
34,977,199
0.55828
0.08807
0.904417
0.007513
AAL
2025-03-21
11,795,697
18,153,117
0.593249
0.055419
0.935527
0.009054
AAL
2025-03-28
11,497,607
17,791,143
0.58993
0.045108
0.951196
0.003696
AAL
2025-04-04
9,093,735
15,410,707
0.557672
0.035223
0.957273
0.007504
AAM
2024-09-20
10,956
801,007
0.261324
0.024209
0.975791
0
AAM
2024-09-27
4,433
221,562
0.109438
null
null
null
AAM
2024-10-04
8,969
399,470
0.008879
null
null
null
AAM
2024-10-11
2,706
73,615
0.235618
0
1
0
AAM
2024-10-18
2
1,497,056
0.05
null
null
null
AAM
2024-10-25
3,000
1,215,049
0.000285
null
null
null
AAM
2024-11-01
76,410
153,547
0.239087
0
1
0
AAM
2024-11-08
57,569
87,483
0.53788
0
1
0
AAM
2024-11-15
1,031
3,961
0.250131
null
null
null
AAM
2024-11-22
8,042
80,900
0.306892
0
1
0