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
2019-09-20
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
AAL
2020-12-11
195,904,640
455,651,131
0.484893
0.825399
0.158359
0.016242
AAL
2020-12-18
113,533,897
272,520,965
0.530111
0.782133
0.200302
0.017565
AAL
2020-12-25
85,652,921
198,009,779
0.535095
0.757042
0.221402
0.021557
AAL
2021-01-01
78,253,057
172,652,793
0.587874
0.694367
0.279431
0.026202
AAL
2021-01-08
101,847,255
226,075,253
0.554405
0.72363
0.253521
0.022848
AAL
2021-01-15
81,820,893
201,700,527
0.54226
0.731597
0.245759
0.022644
AAL
2021-01-22
55,756,348
127,811,813
0.568124
0.743001
0.238673
0.018327
AAL
2021-01-29
176,250,628
454,838,998
0.457052
0.702412
0.2789
0.018688
AAL
2021-02-05
64,822,906
157,099,438
0.477911
0.738884
0.249111
0.012006
AAL
2021-02-12
50,374,023
128,001,843
0.453254
0.793033
0.199018
0.007949
AAL
2021-02-19
42,523,514
109,064,744
0.481017
0.770184
0.217701
0.012115
AAL
2021-02-26
103,992,345
266,272,174
0.489499
0.709036
0.222834
0.068131
AAL
2021-03-05
71,614,004
178,224,029
0.46352
0.747684
0.241154
0.011162
AAL
2021-03-12
67,159,233
159,903,222
0.48889
0.739325
0.253707
0.006968
AAL
2021-03-19
90,401,838
205,832,640
0.472755
0.773108
0.219998
0.006893
AAL
2021-03-26
79,469,713
167,749,687
0.544452
0.743518
0.248694
0.007788
AAL
2021-04-02
43,611,720
93,666,379
0.596727
0.72582
0.265158
0.009022
AAL
2021-04-09
50,761,862
106,629,232
0.532565
0.711957
0.272678
0.015365
AAL
2021-04-16
61,115,715
121,297,648
0.596763
0.751707
0.231515
0.016777
AAL
2021-04-23
95,955,943
181,893,999
0.560877
0.761698
0.222744
0.015558
AAL
2021-04-30
57,613,127
119,817,029
0.546021
0.751625
0.233976
0.0144
AAL
2021-05-07
59,752,582
122,720,902
0.572321
0.656538
0.244702
0.098759
AAL
2021-05-14
72,157,770
146,325,828
0.601356
0.636378
0.262638
0.100984
AAL
2021-05-21
60,653,816
129,413,606
0.557375
0.712416
0.263705
0.023878
AAL
2021-05-28
56,524,664
130,659,602
0.498414
0.738764
0.243679
0.017557
AAL
2021-06-04
52,588,317
119,258,978
0.523608
0.73097
0.249706
0.019324
AAL
2021-06-11
37,540,925
82,429,140
0.509593
0.760077
0.224033
0.01589
AAL
2021-06-18
42,071,680
88,635,837
0.520668
0.758933
0.225216
0.015851
AAL
2021-06-25
38,389,193
79,234,441
0.549325
0.74961
0.234535
0.015855
AAL
2021-07-02
59,855,070
112,059,100
0.613157
0.727782
0.21368
0.058538
AAL
2021-07-09
38,476,766
77,583,119
0.573609
0.748258
0.234026
0.017716
AAL
2021-07-16
62,391,143
132,035,426
0.536234
0.722607
0.22143
0.055963
AAL
2021-07-23
83,451,711
166,142,216
0.530779
0.733172
0.24759
0.019237
AAL
2021-07-30
41,849,000
93,929,614
0.541633
0.717457
0.264828
0.017715
AAL
2021-08-06
61,372,504
120,685,359
0.558391
0.731145
0.251856
0.016999
AAL
2021-08-13
65,891,192
122,874,040
0.56625
0.748511
0.237296
0.014193