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
ADBE
2014-11-21
2,903,581
8,496,019
0.402013
0.531439
0.40402
0.064541
ADBE
2014-11-28
1,732,866
3,716,249
0.504125
0.557211
0.392427
0.050361
ADBE
2014-12-05
2,188,477
4,963,065
0.516553
0.563116
0.382643
0.054241
ADBE
2014-12-12
5,386,647
14,912,121
0.395345
0.582707
0.346044
0.071248
ADBE
2014-12-19
5,236,671
18,085,575
0.355508
0.492529
0.447827
0.059644
ADBE
2014-12-26
1,792,467
5,395,437
0.356056
0.377518
0.412467
0.210016
ADBE
2015-01-02
1,026,582
2,992,361
0.348589
0.520441
0.42973
0.049829
ADBE
2015-01-09
2,815,554
6,473,386
0.463161
0.57667
0.379689
0.043641
ADBE
2015-01-16
2,516,022
5,066,602
0.498605
0.496902
0.406795
0.096304
ADBE
2015-01-23
1,505,570
3,369,452
0.519996
0.539716
0.402807
0.057477
ADBE
2015-01-30
3,053,626
6,674,122
0.512092
0.476807
0.408892
0.114302
ADBE
2015-02-06
2,345,929
4,323,848
0.515477
0.433271
0.522768
0.043961
ADBE
2015-02-13
2,715,900
6,655,576
0.496424
0.498753
0.465014
0.036233
ADBE
2015-02-20
1,893,992
3,479,552
0.514252
0.489669
0.479289
0.031042
ADBE
2015-02-27
2,255,073
4,999,185
0.483692
0.55362
0.414449
0.03193
ADBE
2015-03-06
2,981,193
5,866,864
0.527783
0.503023
0.353054
0.143924
ADBE
2015-03-13
3,652,779
6,393,635
0.609606
0.4696
0.353445
0.176956
ADBE
2015-03-20
7,382,529
15,122,393
0.492073
0.664361
0.306573
0.029066
ADBE
2015-03-27
3,301,855
7,507,758
0.456653
0.624819
0.344445
0.030735
ADBE
2015-04-03
3,039,380
5,660,405
0.552603
0.546503
0.422228
0.031269
ADBE
2015-04-10
2,396,005
6,279,334
0.471191
0.604209
0.356233
0.039558
ADBE
2015-04-17
2,331,490
6,290,114
0.440409
0.590312
0.381
0.028688
ADBE
2015-04-24
2,266,359
5,131,008
0.509539
0.522696
0.379323
0.097981
ADBE
2015-05-01
2,519,151
5,759,674
0.488119
0.476924
0.434672
0.088404
ADBE
2015-05-08
2,616,558
5,410,340
0.457862
0.516693
0.456541
0.026766
ADBE
2015-05-15
3,703,008
6,668,922
0.533339
0.463636
0.510841
0.025523
ADBE
2015-05-22
3,405,159
6,375,007
0.598939
0.513105
0.464297
0.022598
ADBE
2015-05-29
2,231,792
3,801,265
0.552854
0.52386
0.445588
0.030553
ADBE
2015-06-05
2,657,548
4,965,738
0.544993
0.503243
0.469949
0.026807
ADBE
2015-06-12
3,083,840
5,713,416
0.570733
0.435997
0.464439
0.099565
ADBE
2015-06-19
5,571,577
11,302,953
0.506046
0.509634
0.45833
0.032035
ADBE
2015-06-26
7,806,677
14,662,815
0.600017
0.499625
0.466674
0.033701
ADBE
2015-07-03
3,904,531
7,596,185
0.522181
0.488454
0.475619
0.035927
ADBE
2015-07-10
4,078,780
10,087,103
0.470795
0.484857
0.491581
0.023562
ADBE
2015-07-17
3,763,545
11,289,138
0.433907
0.445765
0.516716
0.037518
ADBE
2015-07-24
3,399,443
9,896,333
0.368758
0.548824
0.426376
0.024801
ADBE
2015-07-31
3,555,935
7,290,121
0.55697
0.528541
0.443484
0.027975
ADBE
2015-08-07
3,152,783
5,470,762
0.579804
0.531605
0.441621
0.026773
ADBE
2015-08-14
3,825,019
7,179,948
0.579869
0.537088
0.416888
0.046023
ADBE
2015-08-21
4,308,111
8,894,357
0.535752
0.48725
0.429613
0.083136
ADBE
2015-08-28
7,256,154
15,987,735
0.473057
0.404264
0.508202
0.087534
ADBE
2015-09-04
4,322,444
8,215,564
0.510901
0.436452
0.491908
0.07164
ADBE
2015-09-11
3,038,667
6,486,505
0.512696
0.433804
0.542376
0.02382
ADBE
2015-09-18
7,910,389
14,539,847
0.565145
0.540161
0.420543
0.039296
ADBE
2015-09-25
7,209,689
14,585,191
0.540264
0.5407
0.442632
0.016668
ADBE
2015-10-02
5,016,747
9,413,995
0.535981
0.489367
0.483428
0.027204
ADBE
2015-10-09
9,196,037
19,458,564
0.505407
0.586213
0.388029
0.025757
ADBE
2015-10-16
6,176,742
10,239,819
0.594549
0.604927
0.365323
0.02975
ADBE
2015-10-23
5,332,134
11,923,956
0.486455
0.543284
0.431
0.025717
ADBE
2015-10-30
2,855,463
7,122,684
0.450409
0.511472
0.455648
0.032881
ADBE
2015-11-06
3,013,368
6,176,629
0.479864
0.582412
0.337845
0.079743
ADBE
2015-11-13
3,751,344
6,917,478
0.532578
0.540671
0.400873
0.058456
ADBE
2015-11-20
2,779,677
5,429,371
0.490257
0.519978
0.453446
0.026576
ADBE
2015-11-27
1,609,845
2,865,770
0.54736
0.498429
0.470436
0.031135
ADBE
2015-12-04
2,363,926
5,645,504
0.437071
0.536533
0.429112
0.034355
ADBE
2015-12-11
5,544,003
15,388,222
0.378479
0.601878
0.361873
0.03625
ADBE
2015-12-18
3,842,151
8,788,470
0.457289
0.568294
0.392645
0.039062
ADBE
2015-12-25
1,662,076
3,417,087
0.526127
0.647709
0.319001
0.033291
ADBE
2016-01-01
1,323,396
2,339,758
0.578614
0.595293
0.375645
0.029062
ADBE
2016-01-08
3,832,150
6,484,887
0.599972
0.535528
0.371831
0.092642
ADBE
2016-01-15
4,236,892
8,600,564
0.524089
0.58016
0.381868
0.037972
ADBE
2016-01-22
5,301,792
11,342,866
0.513972
0.635036
0.27231
0.092654
ADBE
2016-01-29
4,123,985
10,301,059
0.439244
0.583734
0.371262
0.045004
ADBE
2016-02-05
6,961,107
13,838,403
0.549026
0.655239
0.294501
0.05026
ADBE
2016-02-12
8,539,893
21,751,680
0.440289
0.671365
0.290412
0.038223
ADBE
2016-02-19
4,389,370
9,461,544
0.444469
0.692038
0.273145
0.034817
ADBE
2016-02-26
5,502,094
9,645,340
0.583232
0.638041
0.320828
0.041131
ADBE
2016-03-04
4,198,857
9,245,131
0.478265
0.620209
0.345177
0.034614
ADBE
2016-03-11
3,695,222
8,314,039
0.471522
0.591715
0.367062
0.041222
ADBE
2016-03-18
10,144,585
19,579,591
0.553193
0.62367
0.286016
0.090313
ADBE
2016-03-25
3,713,355
10,184,032
0.433613
0.607029
0.291549
0.101422
ADBE
2016-04-01
3,717,545
18,042,932
0.321548
0.570946
0.276229
0.152825
ADBE
2016-04-08
3,371,049
7,578,535
0.497464
0.58586
0.265674
0.148467
ADBE
2016-04-15
2,602,073
6,037,356
0.481596
0.613907
0.291441
0.094651
ADBE
2016-04-22
3,156,750
7,696,507
0.484264
0.657933
0.310433
0.031634
ADBE
2016-04-29
2,778,846
6,563,800
0.471629
0.637454
0.320327
0.042219
ADBE
2016-05-06
2,612,660
5,058,765
0.56245
0.677434
0.277281
0.045285
ADBE
2016-05-13
2,317,622
4,306,878
0.549662
0.651348
0.315426
0.033227
ADBE
2016-05-20
2,522,775
5,794,338
0.463705
0.568875
0.406396
0.024729
ADBE
2016-05-27
2,414,857
5,437,729
0.455083
0.675439
0.289976
0.034584
ADBE
2016-06-03
1,819,085
4,911,930
0.378064
0.566529
0.329765
0.103706
ADBE
2016-06-10
1,538,655
4,946,891
0.358471
0.588341
0.360212
0.051447
ADBE
2016-06-17
2,340,539
6,432,964
0.374868
0.55978
0.301084
0.139135
ADBE
2016-06-24
8,102,225
17,744,442
0.452175
0.669219
0.296499
0.034282
ADBE
2016-07-01
4,166,771
8,950,209
0.499246
0.58264
0.30551
0.111851
ADBE
2016-07-08
1,522,171
3,714,086
0.437052
0.615488
0.350158
0.034354
ADBE
2016-07-15
1,836,649
4,570,918
0.422849
0.660807
0.308705
0.030488
ADBE
2016-07-22
2,517,965
5,159,023
0.483761
0.659579
0.312359
0.028062
ADBE
2016-07-29
2,145,494
4,550,972
0.470425
0.600249
0.365475
0.034276
ADBE
2016-08-05
2,168,969
4,895,192
0.440741
0.612875
0.310119
0.077007
ADBE
2016-08-12
2,726,478
5,282,343
0.501965
0.596272
0.324487
0.079241
ADBE
2016-08-19
1,500,192
4,724,410
0.361505
0.614052
0.358636
0.027313
ADBE
2016-08-26
1,611,692
3,215,259
0.485778
0.657992
0.309937
0.032071
ADBE
2016-09-02
2,291,074
3,959,998
0.575335
0.646935
0.312499
0.040566
ADBE
2016-09-09
1,583,743
4,089,030
0.381597
0.596164
0.363558
0.040278
ADBE
2016-09-16
2,718,733
7,158,090
0.413927
0.549678
0.407836
0.042486
ADBE
2016-09-23
5,532,102
13,291,864
0.445609
0.629911
0.336513
0.033577
ADBE
2016-09-30
3,005,803
7,124,169
0.447327
0.600431
0.362469
0.0371
ADBE
2016-10-07
1,793,475
3,544,421
0.513941
0.620157
0.340823
0.03902
ADBE
2016-10-14
2,127,594
4,053,992
0.556082
0.63176
0.332403
0.035837