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
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
AAL
2021-08-20
51,831,159
102,000,936
0.549802
0.749348
0.234019
0.016634
AAL
2021-08-27
42,597,458
91,293,925
0.504931
0.752773
0.227047
0.020181
AAL
2021-09-03
50,504,450
79,673,862
0.662432
0.777025
0.206073
0.016902
AAL
2021-09-10
70,506,338
115,315,782
0.631512
0.721136
0.21235
0.066514
AAL
2021-09-17
73,866,015
120,525,860
0.650233
0.740034
0.203332
0.056634
AAL
2021-09-24
81,687,928
150,102,945
0.597011
0.794415
0.187958
0.017627
AAL
2021-10-01
48,031,223
98,312,400
0.56826
0.782122
0.196039
0.021839
AAL
2021-10-08
51,379,451
98,851,708
0.548845
0.805071
0.177056
0.017874
AAL
2021-10-15
48,988,057
84,271,539
0.630806
0.760686
0.218294
0.02102
AAL
2021-10-22
58,296,698
98,745,185
0.629986
0.786732
0.194168
0.0191
AAL
2021-10-29
49,924,300
99,552,782
0.59857
0.696151
0.203823
0.100026
AAL
2021-11-05
51,879,920
114,750,323
0.519989
0.690859
0.285139
0.024002
AAL
2021-11-12
59,951,573
106,216,959
0.584008
0.7531
0.230055
0.016844
AAL
2021-11-19
52,494,894
91,532,641
0.588333
0.763848
0.219238
0.016914
AAL
2021-11-26
63,199,091
116,041,558
0.569734
0.762155
0.218273
0.019572
AAL
2021-12-03
103,431,114
204,508,997
0.529083
0.764556
0.215665
0.019779
AAL
2021-12-10
75,098,053
165,763,721
0.550893
0.75111
0.2272
0.02169
AAL
2021-12-17
63,495,246
120,548,839
0.573935
0.769954
0.207319
0.022727
AAL
2021-12-24
50,028,107
111,256,597
0.509162
0.710398
0.213939
0.075662
AAL
2021-12-31
46,190,629
90,978,780
0.594918
0.81758
0.161191
0.021229
AAL
2022-01-07
59,472,955
115,722,858
0.547268
0.761951
0.215705
0.022344
AAL
2022-01-14
80,465,597
128,310,284
0.600882
0.784863
0.198786
0.016351
AAL
2022-01-21
82,376,792
122,458,417
0.66252
0.794922
0.189485
0.015593
AAL
2022-01-28
84,934,987
161,208,332
0.578401
0.729031
0.25045
0.020519
AAL
2022-02-04
66,051,091
117,374,886
0.603731
0.743952
0.237107
0.018941
AAL
2022-02-11
77,671,177
161,718,519
0.585982
0.712596
0.265911
0.021492
AAL
2022-02-18
73,312,171
123,187,391
0.611498
0.736173
0.243279
0.020548
AAL
2022-02-25
61,095,621
112,035,379
0.599042
0.709937
0.263894
0.026169
AAL
2022-03-04
123,840,116
187,118,656
0.63687
0.741403
0.241506
0.01709
AAL
2022-03-11
145,445,405
254,091,117
0.586655
0.746626
0.232529
0.020845
AAL
2022-03-18
99,319,412
188,491,578
0.554188
0.73429
0.243018
0.022692
AAL
2022-03-25
65,532,080
133,990,132
0.552582
0.738009
0.237432
0.024559
AAL
2022-04-01
60,268,669
119,497,614
0.59729
0.705208
0.274277
0.020515
AAL
2022-04-08
71,584,099
110,146,288
0.682681
0.718305
0.259998
0.021696
AAL
2022-04-15
74,280,558
127,972,025
0.609693
0.695824
0.279445
0.024732
AAL
2022-04-22
87,379,868
157,444,476
0.577556
0.738419
0.24273
0.018851
AAL
2022-04-29
62,019,584
100,113,616
0.644481
0.701315
0.276804
0.021881
AAL
2022-05-06
70,041,565
105,226,133
0.713242
0.671173
0.3032
0.025627
AAL
2022-05-13
74,404,800
117,802,750
0.648599
0.66875
0.302871
0.028379
AAL
2022-05-20
60,955,585
97,937,457
0.660375
0.683172
0.29937
0.017458
AAL
2022-05-27
68,114,447
111,135,570
0.632832
0.639661
0.296363
0.063976
AAL
2022-06-03
60,587,068
90,078,761
0.681692
0.688034
0.286593
0.025373
AAL
2022-06-10
71,983,277
105,799,534
0.685946
0.721637
0.252273
0.02609
AAL
2022-06-17
104,252,814
172,511,967
0.573331
0.722641
0.247486
0.029873
AAL
2022-06-24
63,611,903
98,691,509
0.660847
0.712736
0.264252
0.023012
AAL
2022-07-01
72,271,669
113,964,442
0.66502
0.708936
0.268206
0.022858
AAL
2022-07-08
60,020,070
93,104,145
0.69488
0.689873
0.288673
0.021454
AAL
2022-07-15
87,759,656
151,710,266
0.663944
0.715789
0.262878
0.021333
AAL
2022-07-22
93,287,478
149,521,487
0.637957
0.702292
0.230272
0.067436
AAL
2022-07-29
69,747,184
105,771,816
0.733796
0.704442
0.265688
0.02987
AAL
2022-08-05
47,530,478
95,246,032
0.578401
0.683912
0.283235
0.032853
AAL
2022-08-12
45,286,108
96,872,119
0.543294
0.695208
0.277367
0.027425
AAL
2022-08-19
41,005,991
85,682,720
0.529939
0.740153
0.238526
0.021321
AAL
2022-08-26
43,041,554
80,127,197
0.634501
0.711204
0.261257
0.027539
AAL
2022-09-02
46,057,714
90,121,851
0.589754
0.735902
0.236255
0.027843
AAL
2022-09-09
35,336,093
77,581,544
0.550999
0.687332
0.277577
0.035092
AAL
2022-09-16
48,300,775
99,973,873
0.591203
0.723854
0.245424
0.030722
AAL
2022-09-23
80,301,838
138,601,070
0.600462
0.728085
0.247464
0.024451
AAL
2022-09-30
78,725,251
139,302,096
0.655376
0.693212
0.205737
0.10105
AAL
2022-10-07
71,627,119
142,257,863
0.565328
0.666453
0.235316
0.09823
AAL
2022-10-14
84,946,507
171,826,855
0.574105
0.63785
0.240073
0.122077
AAL
2022-10-21
68,128,324
162,625,937
0.475794
0.698157
0.271248
0.030595
AAL
2022-10-28
38,766,897
101,316,727
0.464397
0.681289
0.282415
0.036296
AAL
2022-11-04
45,077,629
95,835,980
0.558211
0.688438
0.267153
0.044409