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
ACAD
2016-08-19
2,533,564
5,319,032
0.557567
0.673834
0.286318
0.039848
ACAD
2016-08-26
3,056,929
5,632,612
0.613504
0.722044
0.25018
0.027776
ACAD
2016-09-02
2,732,160
4,393,581
0.668394
0.709395
0.265547
0.025058
ACAD
2016-09-09
2,657,110
4,801,915
0.605599
0.728821
0.246828
0.024351
ACAD
2016-09-16
2,423,112
4,743,835
0.598925
0.753861
0.217618
0.028521
ACAD
2016-09-23
3,933,765
8,005,995
0.555569
0.734631
0.23294
0.032429
ACAD
2016-09-30
4,124,007
7,447,325
0.597818
0.739291
0.234656
0.026053
ACAD
2016-10-07
5,993,873
11,304,382
0.565338
0.761927
0.212505
0.025568
ACAD
2016-10-14
5,049,374
9,207,581
0.620802
0.740494
0.231166
0.02834
ACAD
2016-10-21
7,095,583
10,652,308
0.719594
0.760435
0.214348
0.025216
ACAD
2016-10-28
5,609,907
8,412,105
0.703185
0.779649
0.196034
0.024317
ACAD
2016-11-04
4,125,111
6,835,334
0.649061
0.73588
0.23463
0.02949
ACAD
2016-11-11
9,076,632
16,442,847
0.610706
0.7826
0.191077
0.026323
ACAD
2016-11-18
3,597,907
6,191,475
0.624354
0.714615
0.197874
0.08751
ACAD
2016-11-25
2,917,001
4,679,303
0.659093
0.797369
0.178424
0.024207
ACAD
2016-12-02
3,022,692
4,650,998
0.690286
0.700896
0.212436
0.086668
ACAD
2016-12-09
2,693,131
4,800,514
0.606014
0.774858
0.192664
0.032478
ACAD
2016-12-16
2,736,867
4,967,742
0.602546
0.744159
0.228987
0.026854
ACAD
2016-12-23
10,987,991
20,013,213
0.579739
0.806328
0.169014
0.024658
ACAD
2016-12-30
2,793,860
4,823,282
0.6565
0.776783
0.194956
0.028261
ACAD
2017-01-06
4,598,279
9,214,909
0.568101
0.786287
0.189591
0.024122
ACAD
2017-01-13
4,759,402
8,475,472
0.598344
0.784632
0.191174
0.024194
ACAD
2017-01-20
2,343,534
3,603,547
0.674962
0.728314
0.239449
0.032237
ACAD
2017-01-27
2,571,399
4,676,688
0.582303
0.75859
0.219813
0.021596
ACAD
2017-02-03
5,412,998
10,773,762
0.593688
0.759475
0.218099
0.022426
ACAD
2017-02-10
4,577,208
8,799,035
0.543273
0.72353
0.165623
0.110848
ACAD
2017-02-17
4,357,900
9,020,639
0.556401
0.704359
0.204173
0.091468
ACAD
2017-02-24
2,071,717
4,207,829
0.560376
0.677004
0.287794
0.035203
ACAD
2017-03-03
3,582,800
10,649,520
0.41428
0.707318
0.263241
0.029441
ACAD
2017-03-10
2,469,642
4,831,789
0.578479
0.78358
0.20142
0.015
ACAD
2017-03-17
1,598,623
3,332,357
0.556734
0.682522
0.287164
0.030314
ACAD
2017-03-24
1,947,207
4,066,119
0.519324
0.713797
0.26484
0.021362
ACAD
2017-03-31
1,944,131
3,714,897
0.566211
0.772452
0.202836
0.024712
ACAD
2017-04-07
2,343,213
3,763,600
0.649537
0.74909
0.226721
0.02419
ACAD
2017-04-14
1,169,360
2,369,845
0.56369
0.725484
0.25047
0.024047
ACAD
2017-04-21
1,220,563
2,811,457
0.460315
0.695731
0.277825
0.026444
ACAD
2017-04-28
2,135,799
4,607,351
0.482885
0.726864
0.251685
0.02145
ACAD
2017-05-05
1,824,788
3,446,285
0.555371
0.745121
0.239159
0.01572
ACAD
2017-05-12
4,799,843
8,922,002
0.554548
0.754618
0.226859
0.018522
ACAD
2017-05-19
4,076,501
6,562,944
0.626126
0.787637
0.189154
0.023209
ACAD
2017-05-26
3,564,139
5,182,065
0.722285
0.762117
0.166861
0.071023
ACAD
2017-06-02
2,458,473
3,616,305
0.68194
0.746651
0.232026
0.021323
ACAD
2017-06-09
2,174,720
4,474,360
0.521344
0.715032
0.263252
0.021716
ACAD
2017-06-16
1,739,240
3,309,794
0.593131
0.704383
0.268813
0.026804
ACAD
2017-06-23
3,028,152
6,094,799
0.547247
0.750113
0.226612
0.023275
ACAD
2017-06-30
2,228,672
3,783,900
0.639299
0.733504
0.243376
0.02312
ACAD
2017-07-07
1,576,680
2,505,145
0.656944
0.685175
0.290527
0.024297
ACAD
2017-07-14
2,556,962
5,004,068
0.524941
0.766429
0.211627
0.021944
ACAD
2017-07-21
1,433,036
3,619,864
0.48528
0.699471
0.278437
0.022093
ACAD
2017-07-28
1,572,816
3,078,454
0.546621
0.775176
0.195215
0.029608
ACAD
2017-08-04
1,271,359
3,016,511
0.570929
0.726829
0.254807
0.018364
ACAD
2017-08-11
4,695,525
10,782,459
0.509239
0.714407
0.268277
0.017317
ACAD
2017-08-18
1,741,579
3,506,107
0.494379
0.740231
0.243049
0.016719
ACAD
2017-08-25
1,187,844
2,417,556
0.536993
0.732681
0.248222
0.019097
ACAD
2017-09-01
2,331,388
4,456,214
0.62081
0.756404
0.224771
0.018824
ACAD
2017-09-08
2,184,082
3,983,244
0.554965
0.783832
0.199922
0.016246
ACAD
2017-09-15
1,812,857
3,737,673
0.569102
0.760245
0.219329
0.020427
ACAD
2017-09-22
1,593,743
3,075,433
0.564303
0.720326
0.266198
0.013476
ACAD
2017-09-29
1,647,908
3,628,582
0.529109
0.668666
0.246806
0.084528
ACAD
2017-10-06
3,132,489
5,974,301
0.627001
0.719353
0.261839
0.018808
ACAD
2017-10-13
2,155,722
4,132,265
0.629976
0.701082
0.223889
0.075029
ACAD
2017-10-20
2,344,460
3,786,942
0.651993
0.742304
0.241269
0.016427
ACAD
2017-10-27
1,808,652
3,157,901
0.625594
0.736358
0.243513
0.02013
ACAD
2017-11-03
1,880,495
3,542,857
0.553381
0.702496
0.280318
0.017186
ACAD
2017-11-10
6,447,880
10,331,940
0.629257
0.83902
0.148131
0.012848
ACAD
2017-11-17
4,328,552
6,094,035
0.765502
0.761706
0.225558
0.012736
ACAD
2017-11-24
1,336,728
1,986,429
0.705686
0.756767
0.231156
0.012077
ACAD
2017-12-01
2,461,037
3,981,307
0.653613
0.689615
0.278961
0.031425
ACAD
2017-12-08
2,084,387
4,116,217
0.579899
0.749916
0.234149
0.015935
ACAD
2017-12-15
1,983,441
3,479,828
0.576687
0.756983
0.209163
0.033853
ACAD
2017-12-22
1,651,942
5,315,151
0.428027
0.744099
0.237905
0.017996
ACAD
2017-12-29
1,129,619
2,948,892
0.467535
0.767697
0.209186
0.023117
ACAD
2018-01-05
2,278,731
4,791,342
0.559508
0.688414
0.226689
0.084897
ACAD
2018-01-12
2,919,888
6,347,811
0.509711
0.793211
0.191036
0.015753
ACAD
2018-01-19
2,206,994
4,162,542
0.511962
0.728468
0.177368
0.094164
ACAD
2018-01-26
4,165,275
8,799,449
0.528133
0.746688
0.234243
0.019069
ACAD
2018-02-02
1,954,443
3,802,630
0.587285
0.774787
0.206951
0.018262
ACAD
2018-02-09
3,559,439
6,080,326
0.60752
0.784853
0.199867
0.01528
ACAD
2018-02-16
1,405,787
3,074,660
0.606906
0.699755
0.280631
0.019615
ACAD
2018-02-23
1,988,299
3,572,652
0.57513
0.788897
0.19253
0.018573
ACAD
2018-03-02
8,059,389
17,113,918
0.481163
0.769208
0.213084
0.017708
ACAD
2018-03-09
3,083,577
6,708,318
0.505409
0.636476
0.222102
0.141423
ACAD
2018-03-16
2,557,664
5,637,973
0.505337
0.580684
0.273587
0.145729
ACAD
2018-03-23
2,193,445
4,597,453
0.568551
0.748316
0.229101
0.022583
ACAD
2018-03-30
2,660,454
5,552,972
0.566422
0.736375
0.247389
0.016236
ACAD
2018-04-06
2,476,867
4,810,879
0.558809
0.715896
0.26738
0.016724
ACAD
2018-04-13
13,792,612
31,987,911
0.560321
0.811119
0.168134
0.020748
ACAD
2018-04-20
3,213,298
5,442,710
0.649314
0.733705
0.238451
0.027844
ACAD
2018-04-27
10,474,566
28,710,683
0.504667
0.713623
0.181155
0.105222
ACAD
2018-05-04
6,224,784
12,938,309
0.543087
0.743206
0.23794
0.018854
ACAD
2018-05-11
2,572,182
5,222,143
0.585166
0.776864
0.209441
0.013695
ACAD
2018-05-18
2,871,782
5,544,807
0.564848
0.752049
0.225919
0.022032
ACAD
2018-05-25
2,217,404
6,850,554
0.444306
0.760522
0.221992
0.017486
ACAD
2018-06-01
1,138,729
3,033,120
0.388784
0.777991
0.208396
0.013613
ACAD
2018-06-08
1,664,189
4,872,751
0.413709
0.714865
0.254112
0.031023
ACAD
2018-06-15
3,769,493
9,999,542
0.468316
0.773795
0.204282
0.021923
ACAD
2018-06-22
4,396,446
9,531,891
0.526421
0.70955
0.254031
0.036419
ACAD
2018-06-29
4,551,447
8,330,391
0.619025
0.651539
0.321228
0.027233
ACAD
2018-07-06
4,276,288
7,949,722
0.601155
0.71354
0.253246
0.033214
ACAD
2018-07-13
6,113,428
11,068,463
0.556834
0.703872
0.275908
0.02022