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
2019-01-11
12,420,372
30,188,671
0.43068
0.660195
0.322218
0.017587
AAL
2019-01-18
9,572,912
21,010,217
0.53323
0.629216
0.352021
0.018763
AAL
2019-01-25
13,213,184
31,715,742
0.473636
0.644756
0.336585
0.01866
AAL
2019-02-01
10,880,885
26,152,616
0.456026
0.644897
0.33564
0.019462
AAL
2019-02-08
11,101,183
19,560,056
0.512153
0.698903
0.281167
0.01993
AAL
2019-02-15
8,050,680
18,054,448
0.464566
0.630102
0.332993
0.036905
AAL
2019-02-22
7,837,352
15,271,069
0.551152
0.645898
0.253367
0.100735
AAL
2019-03-01
13,423,738
22,286,205
0.633511
0.667234
0.243942
0.088823
AAL
2019-03-08
10,095,498
20,054,087
0.577158
0.647019
0.31247
0.040511
AAL
2019-03-15
12,056,174
23,553,131
0.532048
0.663993
0.301673
0.034334
AAL
2019-03-22
9,833,328
18,154,139
0.603108
0.685573
0.278098
0.03633
AAL
2019-03-29
10,374,610
18,339,253
0.61255
0.679656
0.296373
0.023971
AAL
2019-04-05
11,607,388
24,172,376
0.543623
0.659153
0.313937
0.02691
AAL
2019-04-12
10,187,563
20,442,701
0.54571
0.629072
0.343898
0.02703
AAL
2019-04-19
4,161,687
10,889,405
0.43123
0.638191
0.337904
0.023904
AAL
2019-04-26
8,286,173
17,035,655
0.507057
0.711431
0.263695
0.024874
AAL
2019-05-03
6,962,966
15,912,173
0.484439
0.665864
0.30769
0.026446
AAL
2019-05-10
7,887,437
15,755,911
0.555404
0.576745
0.33332
0.089935
AAL
2019-05-17
7,485,250
15,365,249
0.516764
0.648547
0.325126
0.026328
AAL
2019-05-24
10,614,681
21,794,296
0.587193
0.662155
0.307735
0.03011
AAL
2019-05-31
7,810,791
15,429,127
0.601792
0.677551
0.291651
0.030797
AAL
2019-06-07
10,252,025
21,702,836
0.526648
0.662475
0.30965
0.027875
AAL
2019-06-14
8,149,309
18,071,618
0.50856
0.624054
0.345323
0.030623
AAL
2019-06-21
7,687,276
13,995,156
0.567859
0.62103
0.348269
0.030701
AAL
2019-06-28
5,793,541
11,326,684
0.516425
0.656789
0.30554
0.037672
AAL
2019-07-05
3,346,251
8,464,248
0.426335
0.698672
0.263278
0.03805
AAL
2019-07-12
9,207,232
17,517,924
0.543286
0.734613
0.230366
0.035021
AAL
2019-07-19
5,859,948
13,984,087
0.48059
0.663664
0.278605
0.057731
AAL
2019-07-26
11,785,889
21,623,206
0.534373
0.6861
0.267705
0.046195
AAL
2019-08-02
9,728,686
18,575,594
0.556456
0.678014
0.278204
0.043782
AAL
2019-08-09
10,525,127
18,189,341
0.63542
0.679171
0.286981
0.033848
AAL
2019-08-16
14,145,418
29,019,889
0.580056
0.721236
0.249365
0.029398
AAL
2019-08-23
10,479,718
21,658,813
0.55472
0.677718
0.279975
0.042307
AAL
2019-08-30
11,153,600
22,496,563
0.524512
0.739966
0.231743
0.028291
AAL
2019-09-06
8,446,149
15,835,165
0.592236
0.662654
0.234182
0.103165
AAL
2019-09-13
11,042,526
21,658,116
0.543295
0.670136
0.232253
0.097611
AAL
2019-09-20
14,805,521
26,797,466
0.620514
0.729906
0.234935
0.035159
AAL
2019-09-27
8,509,550
16,239,990
0.553561
0.717986
0.250342
0.031672
AAL
2019-10-04
13,322,825
26,087,418
0.576741
0.704563
0.251385
0.044052
AAL
2019-10-11
11,715,509
23,038,917
0.550077
0.704121
0.25401
0.041869
AAL
2019-10-18
11,102,160
19,574,958
0.594204
0.65416
0.261335
0.084505
AAL
2019-10-25
20,373,095
39,904,397
0.546421
0.733592
0.199054
0.067354
AAL
2019-11-01
13,786,291
28,721,050
0.515601
0.68209
0.233163
0.084747
AAL
2019-11-08
6,570,033
15,598,334
0.476821
0.679378
0.26499
0.055633
AAL
2019-11-15
8,282,507
17,795,388
0.51746
0.724421
0.232577
0.043002
AAL
2019-11-22
9,741,979
19,186,118
0.516607
0.74846
0.213479
0.038061
AAL
2019-11-29
4,403,195
10,294,805
0.474509
0.749535
0.213308
0.037156
AAL
2019-12-06
9,142,392
18,369,867
0.519976
0.708471
0.252487
0.039042
AAL
2019-12-13
11,756,499
21,000,638
0.588357
0.718322
0.211473
0.070204
AAL
2019-12-20
11,285,813
20,745,725
0.57565
0.692616
0.221222
0.086161
AAL
2019-12-27
9,525,553
15,256,934
0.689757
0.750894
0.213079
0.036027
AAL
2020-01-03
13,189,682
18,826,388
0.713233
0.733415
0.239336
0.02725
AAL
2020-01-10
14,252,578
24,016,382
0.660019
0.764031
0.204696
0.031273
AAL
2020-01-17
14,149,075
23,556,210
0.606212
0.677951
0.210833
0.111215
AAL
2020-01-24
26,978,843
44,727,656
0.555568
0.747811
0.221377
0.030812
AAL
2020-01-31
24,175,678
43,708,586
0.514186
0.638626
0.242776
0.118599
AAL
2020-02-07
10,824,508
25,720,278
0.442511
0.670043
0.298845
0.031112
AAL
2020-02-14
10,713,626
34,495,583
0.489854
0.638237
0.332784
0.028979
AAL
2020-02-21
11,151,377
18,287,398
0.591033
0.722835
0.25242
0.024745
AAL
2020-02-28
47,795,146
85,762,218
0.506514
0.733512
0.243102
0.023386
AAL
2020-03-06
91,513,681
153,195,966
0.54009
0.730203
0.225871
0.043926
AAL
2020-03-13
102,205,136
182,085,919
0.518164
0.718491
0.227164
0.054344
AAL
2020-03-20
113,040,434
244,614,205
0.453972
0.800917
0.178499
0.020584
AAL
2020-03-27
139,376,922
280,267,148
0.517829
0.761535
0.226709
0.011756
AAL
2020-04-03
104,153,371
223,381,131
0.458002
0.808675
0.167104
0.024221
AAL
2020-04-10
147,750,439
321,685,351
0.50086
0.762475
0.224683
0.012842
AAL
2020-04-17
138,693,088
293,081,803
0.49457
0.77306
0.212564
0.014376
AAL
2020-04-24
122,871,332
238,011,381
0.585411
0.675108
0.270494
0.054398
AAL
2020-05-01
211,256,731
379,918,827
0.575688
0.758896
0.197737
0.043366
AAL
2020-05-08
179,169,985
305,136,211
0.598799
0.788655
0.197481
0.013864
AAL
2020-05-15
119,444,645
215,076,222
0.524971
0.783207
0.209551
0.007242
AAL
2020-05-22
111,421,591
204,519,519
0.527248
0.759877
0.232484
0.007639
AAL
2020-05-29
141,393,605
247,452,932
0.568934
0.763169
0.228701
0.00813
AAL
2020-06-05
443,260,669
754,039,178
0.567607
0.780279
0.211588
0.008133
AAL
2020-06-12
245,435,379
574,897,289
0.42678
0.751796
0.174014
0.074191
AAL
2020-06-19
187,271,006
356,111,523
0.52075
0.770157
0.221432
0.008411
AAL
2020-06-26
237,687,651
486,867,074
0.499979
0.728317
0.257128
0.014554
AAL
2020-07-03
164,979,434
291,904,052
0.596548
0.768311
0.217469
0.01422
AAL
2020-07-10
159,399,172
297,958,328
0.603665
0.731038
0.247987
0.020975
AAL
2020-07-17
152,258,904
293,807,562
0.558035
0.72073
0.258749
0.020521
AAL
2020-07-24
159,391,723
261,568,589
0.681262
0.74277
0.240628
0.016601
AAL
2020-07-31
103,136,698
211,702,178
0.579577
0.710527
0.275366
0.014107
AAL
2020-08-07
150,512,801
320,037,997
0.550901
0.74806
0.232782
0.019158
AAL
2020-08-14
145,573,086
332,412,275
0.523407
0.763798
0.222986
0.013216
AAL
2020-08-21
84,754,581
187,112,264
0.585002
0.698883
0.216578
0.084538
AAL
2020-08-28
135,118,296
327,102,297
0.506992
0.704588
0.214422
0.08099
AAL
2020-09-04
108,751,091
256,746,844
0.532172
0.660366
0.279937
0.059697
AAL
2020-09-11
88,539,636
189,296,800
0.544519
0.680307
0.297914
0.021779
AAL
2020-09-18
77,023,757
192,097,737
0.473171
0.701981
0.280736
0.017284
AAL
2020-09-25
85,812,251
170,486,765
0.617203
0.730807
0.247209
0.021984
AAL
2020-10-02
120,170,061
263,190,469
0.536984
0.761972
0.218852
0.019177
AAL
2020-10-09
120,214,588
277,391,641
0.541934
0.725064
0.256885
0.018051
AAL
2020-10-16
77,491,401
157,164,466
0.600822
0.724586
0.254512
0.020903
AAL
2020-10-23
114,839,405
244,000,567
0.53899
0.724049
0.25588
0.020071
AAL
2020-10-30
121,553,821
231,544,777
0.5795
0.682616
0.29387
0.023514
AAL
2020-11-06
76,409,880
176,021,172
0.467355
0.649763
0.249879
0.100357
AAL
2020-11-13
177,739,710
435,573,887
0.484089
0.679842
0.217636
0.102522
AAL
2020-11-20
124,378,642
287,722,757
0.523068
0.740485
0.24032
0.019194
AAL
2020-11-27
134,437,851
328,508,442
0.474573
0.7537
0.222743
0.023558
AAL
2020-12-04
176,988,486
414,036,748
0.483013
0.822516
0.158841
0.018644