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
2017-02-10
11,717,819
21,136,401
0.577266
0.640887
0.184791
0.174323
AAL
2017-02-17
10,764,266
21,565,888
0.512775
0.727649
0.186214
0.086137
AAL
2017-02-24
5,261,671
11,733,675
0.461491
0.72367
0.239511
0.036819
AAL
2017-03-03
11,657,725
21,800,898
0.540607
0.738318
0.225656
0.036025
AAL
2017-03-10
13,376,015
25,983,404
0.54427
0.751262
0.225047
0.02369
AAL
2017-03-17
15,247,182
31,486,673
0.531949
0.769582
0.202769
0.027649
AAL
2017-03-24
13,322,510
26,896,899
0.540047
0.747529
0.218176
0.034296
AAL
2017-03-31
10,349,648
18,025,512
0.623709
0.810254
0.15894
0.030806
AAL
2017-04-07
10,005,005
17,831,804
0.576534
0.781506
0.192778
0.025716
AAL
2017-04-14
12,380,487
19,365,846
0.646958
0.746089
0.228759
0.025152
AAL
2017-04-21
10,560,062
17,339,973
0.661043
0.744292
0.230767
0.024942
AAL
2017-04-28
22,054,841
35,094,820
0.606095
0.765773
0.206438
0.027789
AAL
2017-05-05
13,712,240
21,855,791
0.636451
0.753816
0.220283
0.025901
AAL
2017-05-12
13,100,751
22,626,172
0.641533
0.739968
0.232929
0.027104
AAL
2017-05-19
10,990,756
18,506,291
0.619919
0.707466
0.259888
0.032646
AAL
2017-05-26
9,252,826
15,871,665
0.609227
0.675719
0.225863
0.098418
AAL
2017-06-02
8,425,835
13,682,108
0.631621
0.711424
0.26587
0.022706
AAL
2017-06-09
10,271,892
19,064,629
0.591749
0.697845
0.270307
0.031848
AAL
2017-06-16
9,681,010
15,156,083
0.668327
0.676524
0.283522
0.039954
AAL
2017-06-23
9,769,640
16,921,714
0.601928
0.732412
0.238214
0.029374
AAL
2017-06-30
8,893,285
14,590,169
0.611486
0.743872
0.22708
0.029048
AAL
2017-07-07
7,481,872
13,119,978
0.570238
0.716884
0.255816
0.027299
AAL
2017-07-14
8,832,286
15,649,870
0.581502
0.724333
0.251141
0.024525
AAL
2017-07-21
6,677,559
12,615,181
0.538336
0.706685
0.270701
0.022614
AAL
2017-07-28
10,543,536
19,575,289
0.588555
0.690485
0.282236
0.027278
AAL
2017-08-04
8,125,709
12,851,355
0.641285
0.703035
0.27864
0.018325
AAL
2017-08-11
6,665,198
14,235,036
0.497146
0.695536
0.275708
0.028756
AAL
2017-08-18
9,693,267
16,555,756
0.613965
0.695958
0.286047
0.017995
AAL
2017-08-25
13,427,039
22,324,143
0.606024
0.717917
0.260748
0.021335
AAL
2017-09-01
10,409,790
15,121,045
0.711666
0.685174
0.278978
0.035848
AAL
2017-09-08
11,270,193
16,262,525
0.715937
0.703157
0.266639
0.030204
AAL
2017-09-15
13,292,699
20,115,760
0.69405
0.704792
0.268757
0.026451
AAL
2017-09-22
7,041,903
17,321,854
0.407838
0.683529
0.297229
0.019242
AAL
2017-09-29
8,345,307
20,034,901
0.422051
0.652507
0.250127
0.097367
AAL
2017-10-06
9,770,719
18,941,708
0.539441
0.737299
0.245852
0.016849
AAL
2017-10-13
8,305,732
16,217,376
0.538577
0.667747
0.240002
0.092251
AAL
2017-10-20
5,671,471
12,835,528
0.459398
0.718299
0.26036
0.021342
AAL
2017-10-27
8,982,254
20,744,893
0.476282
0.682716
0.275284
0.042
AAL
2017-11-03
5,469,267
11,640,512
0.498476
0.688727
0.271062
0.040211
AAL
2017-11-10
4,172,524
9,861,260
0.484569
0.710979
0.248052
0.040968
AAL
2017-11-17
4,011,986
9,029,186
0.480834
0.702031
0.271371
0.026598
AAL
2017-11-24
2,375,827
4,861,821
0.502289
0.741883
0.230075
0.028042
AAL
2017-12-01
4,755,577
12,227,644
0.433279
0.663134
0.315948
0.020918
AAL
2017-12-08
5,056,720
11,315,638
0.419396
0.734338
0.247341
0.018321
AAL
2017-12-15
4,242,884
10,930,527
0.423983
0.706851
0.26622
0.02693
AAL
2017-12-22
4,078,910
11,463,911
0.381722
0.731431
0.251378
0.017191
AAL
2017-12-29
2,145,205
5,602,513
0.401337
0.761815
0.218996
0.019189
AAL
2018-01-05
3,134,820
9,875,652
0.413805
0.659489
0.237407
0.103104
AAL
2018-01-12
8,519,783
19,715,747
0.455196
0.723739
0.251454
0.024807
AAL
2018-01-19
4,485,690
9,510,425
0.512102
0.612703
0.258105
0.129192
AAL
2018-01-26
9,814,198
23,760,145
0.488686
0.698685
0.255818
0.045497
AAL
2018-02-02
6,624,173
13,480,129
0.490812
0.720719
0.251083
0.028199
AAL
2018-02-09
6,686,562
14,820,477
0.475709
0.697766
0.274357
0.027877
AAL
2018-02-16
5,568,532
9,757,280
0.604135
0.676776
0.302608
0.020615
AAL
2018-02-23
5,560,480
8,170,781
0.705615
0.688339
0.295783
0.015878
AAL
2018-03-02
7,559,101
12,630,304
0.633112
0.647461
0.326967
0.025572
AAL
2018-03-09
6,915,677
11,612,458
0.591384
0.52665
0.308758
0.164592
AAL
2018-03-16
6,845,774
11,795,542
0.610821
0.543118
0.304751
0.152131
AAL
2018-03-23
5,673,157
10,505,374
0.554812
0.687025
0.281884
0.03109
AAL
2018-03-30
3,480,158
6,732,151
0.544273
0.636216
0.338344
0.02544
AAL
2018-04-06
6,359,919
9,627,106
0.699859
0.620684
0.350207
0.029109
AAL
2018-04-13
16,407,212
25,564,981
0.673509
0.706572
0.265159
0.028269
AAL
2018-04-20
11,550,743
19,274,229
0.620148
0.703162
0.26324
0.033598
AAL
2018-04-27
15,750,461
31,400,843
0.602469
0.646364
0.243796
0.10984
AAL
2018-05-04
8,558,632
14,768,367
0.637907
0.660821
0.29495
0.044229
AAL
2018-05-11
9,940,697
21,156,830
0.547639
0.670581
0.294098
0.035321
AAL
2018-05-18
10,146,969
15,850,773
0.713805
0.702278
0.273791
0.02393
AAL
2018-05-25
9,185,587
15,666,543
0.624729
0.699348
0.278776
0.021875
AAL
2018-06-01
8,451,023
14,123,103
0.636407
0.702776
0.278221
0.019002
AAL
2018-06-08
8,268,093
15,957,679
0.578221
0.662672
0.312897
0.024431
AAL
2018-06-15
7,540,796
16,495,960
0.477911
0.67208
0.308952
0.018968
AAL
2018-06-22
6,838,630
15,917,121
0.467136
0.711447
0.261701
0.026852
AAL
2018-06-29
8,578,581
19,502,259
0.489597
0.633585
0.33293
0.033485
AAL
2018-07-06
5,214,750
9,305,233
0.540813
0.699739
0.267484
0.032777
AAL
2018-07-13
15,090,547
33,476,674
0.467584
0.609821
0.354717
0.035462
AAL
2018-07-20
9,012,247
18,900,575
0.497878
0.679144
0.283285
0.037572
AAL
2018-07-27
13,101,139
24,271,464
0.590691
0.693284
0.284117
0.022599
AAL
2018-08-03
9,263,059
16,487,322
0.594523
0.684292
0.290348
0.02536
AAL
2018-08-10
7,782,212
12,637,458
0.649712
0.714154
0.253574
0.032273
AAL
2018-08-17
7,462,229
15,315,540
0.633491
0.637407
0.320289
0.042304
AAL
2018-08-24
6,739,590
18,246,935
0.423713
0.670102
0.301844
0.028054
AAL
2018-08-31
6,046,070
20,982,868
0.391741
0.642868
0.33756
0.019572
AAL
2018-09-07
6,635,573
17,025,134
0.396356
0.645771
0.312408
0.041821
AAL
2018-09-14
5,473,242
13,084,166
0.432137
0.645705
0.327566
0.02673
AAL
2018-09-21
8,014,717
21,038,241
0.410172
0.619541
0.362175
0.018284
AAL
2018-09-28
8,149,719
17,591,221
0.560144
0.678402
0.30147
0.020128
AAL
2018-10-05
10,993,182
21,689,547
0.518689
0.687267
0.288423
0.02431
AAL
2018-10-12
25,251,014
49,324,684
0.508857
0.664299
0.313834
0.021867
AAL
2018-10-19
17,445,988
37,655,480
0.553134
0.657078
0.313294
0.029629
AAL
2018-10-26
17,866,640
37,756,891
0.541395
0.65524
0.317406
0.027354
AAL
2018-11-02
12,734,859
30,799,992
0.441216
0.629206
0.349388
0.021406
AAL
2018-11-09
10,904,905
28,669,886
0.437241
0.649707
0.285089
0.065204
AAL
2018-11-16
10,867,221
25,634,722
0.44418
0.587812
0.323286
0.088902
AAL
2018-11-23
6,602,828
18,457,684
0.407369
0.63563
0.339396
0.024973
AAL
2018-11-30
8,737,051
22,853,395
0.452724
0.612542
0.360846
0.026612
AAL
2018-12-07
10,832,920
24,603,583
0.461608
0.60185
0.372784
0.025366
AAL
2018-12-14
11,854,698
26,126,525
0.492823
0.645956
0.331308
0.022736
AAL
2018-12-21
11,315,043
24,515,793
0.542785
0.533484
0.439327
0.027189
AAL
2018-12-28
8,030,868
18,064,677
0.481819
0.615046
0.361655
0.0233
AAL
2019-01-04
8,907,824
22,568,959
0.467138
0.618367
0.358965
0.022667