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
2016-10-21
1,728,277
3,514,379
0.509199
0.645715
0.3212
0.033086
ADBE
2016-10-28
2,212,084
4,644,359
0.479013
0.594905
0.376033
0.029062
ADBE
2016-11-04
2,977,512
5,674,614
0.490519
0.603506
0.363132
0.033363
ADBE
2016-11-11
4,281,861
10,534,734
0.422037
0.60078
0.362137
0.037083
ADBE
2016-11-18
2,651,677
6,845,070
0.412982
0.625757
0.284034
0.090209
ADBE
2016-11-25
1,418,022
3,373,872
0.421
0.651309
0.309764
0.038928
ADBE
2016-12-02
3,084,083
9,296,818
0.393424
0.630721
0.289639
0.07964
ADBE
2016-12-09
2,128,511
5,865,801
0.378649
0.6565
0.296579
0.046922
ADBE
2016-12-16
4,409,276
13,268,518
0.374988
0.68881
0.284598
0.026592
ADBE
2016-12-23
2,502,176
6,345,703
0.423096
0.708238
0.258671
0.033091
ADBE
2016-12-30
1,236,907
2,698,072
0.461519
0.657391
0.306449
0.036161
ADBE
2017-01-06
2,138,490
4,831,916
0.44418
0.673214
0.288954
0.037831
ADBE
2017-01-13
2,736,347
5,616,941
0.486138
0.698731
0.271097
0.030172
ADBE
2017-01-20
2,711,079
5,309,401
0.521073
0.690395
0.273851
0.035754
ADBE
2017-01-27
3,726,274
8,033,641
0.483538
0.657408
0.316526
0.026066
ADBE
2017-02-03
2,261,478
4,901,433
0.48448
0.684394
0.276024
0.039581
ADBE
2017-02-10
3,216,170
5,778,229
0.515041
0.65781
0.253907
0.088283
ADBE
2017-02-17
2,428,610
4,555,397
0.532426
0.648383
0.267393
0.084224
ADBE
2017-02-24
1,207,246
3,162,740
0.430749
0.512924
0.444591
0.042486
ADBE
2017-03-03
1,808,867
4,020,306
0.465413
0.616705
0.340402
0.042893
ADBE
2017-03-10
2,201,630
5,576,934
0.4419
0.623986
0.337386
0.038628
ADBE
2017-03-17
3,987,779
9,036,228
0.50871
0.665855
0.30607
0.028075
ADBE
2017-03-24
3,521,125
7,631,059
0.510536
0.661216
0.310551
0.028233
ADBE
2017-03-31
2,878,559
5,368,087
0.554991
0.688058
0.284323
0.027619
ADBE
2017-04-07
2,793,927
5,315,402
0.557938
0.648804
0.321702
0.029493
ADBE
2017-04-14
1,810,099
4,055,698
0.459402
0.633107
0.333101
0.033792
ADBE
2017-04-21
1,764,750
3,849,912
0.484297
0.615249
0.351032
0.033719
ADBE
2017-04-28
1,861,735
4,437,155
0.439315
0.687
0.289998
0.023002
ADBE
2017-05-05
1,481,629
4,323,987
0.386107
0.646155
0.325111
0.028734
ADBE
2017-05-12
1,599,565
3,978,681
0.469675
0.652486
0.31663
0.030884
ADBE
2017-05-19
3,237,511
8,254,546
0.426948
0.647436
0.333304
0.01926
ADBE
2017-05-26
2,669,541
5,062,405
0.573454
0.657611
0.270867
0.071522
ADBE
2017-06-02
1,715,883
4,174,067
0.480111
0.603708
0.371266
0.025026
ADBE
2017-06-09
2,442,814
5,800,138
0.45673
0.626875
0.353977
0.019148
ADBE
2017-06-16
4,684,649
8,766,152
0.573612
0.656904
0.31386
0.029236
ADBE
2017-06-23
6,100,389
13,460,963
0.496381
0.679298
0.295269
0.025433
ADBE
2017-06-30
3,389,907
6,110,125
0.574287
0.663017
0.308293
0.02869
ADBE
2017-07-07
1,887,525
3,606,510
0.559776
0.681901
0.296434
0.021664
ADBE
2017-07-14
1,811,419
3,672,007
0.509552
0.653296
0.321141
0.025563
ADBE
2017-07-21
2,196,443
3,854,897
0.577514
0.652346
0.326021
0.021633
ADBE
2017-07-28
1,739,587
4,241,940
0.45869
0.639441
0.34189
0.018669
ADBE
2017-08-04
1,943,612
4,406,066
0.510354
0.659481
0.31729
0.023228
ADBE
2017-08-11
1,846,398
3,742,618
0.522584
0.627737
0.344758
0.027505
ADBE
2017-08-18
2,016,888
3,622,238
0.582793
0.674263
0.30227
0.023468
ADBE
2017-08-25
1,774,996
3,487,742
0.548175
0.631087
0.342161
0.026752
ADBE
2017-09-01
1,851,352
3,340,236
0.586659
0.649581
0.320487
0.029933
ADBE
2017-09-08
1,327,420
2,698,738
0.51224
0.618024
0.343433
0.038543
ADBE
2017-09-15
1,847,514
4,071,781
0.464404
0.612326
0.350497
0.037177
ADBE
2017-09-22
6,798,264
13,741,700
0.474668
0.703989
0.282993
0.013019
ADBE
2017-09-29
3,188,647
8,399,716
0.409897
0.599825
0.325717
0.074459
ADBE
2017-10-06
2,878,044
5,564,409
0.542698
0.64965
0.32398
0.02637
ADBE
2017-10-13
3,110,926
6,315,429
0.531045
0.600521
0.320534
0.078945
ADBE
2017-10-20
8,391,491
17,702,563
0.496032
0.691691
0.289974
0.018335
ADBE
2017-10-27
2,968,665
7,060,016
0.420286
0.682806
0.296505
0.020689
ADBE
2017-11-03
2,737,857
5,780,972
0.520739
0.685738
0.290206
0.024056
ADBE
2017-11-10
2,062,222
5,558,765
0.409605
0.743556
0.241114
0.01533
ADBE
2017-11-17
1,284,343
3,964,361
0.345842
0.591035
0.386604
0.022361
ADBE
2017-11-24
960,397
2,613,315
0.401287
0.645851
0.326887
0.027262
ADBE
2017-12-01
2,074,749
6,054,713
0.393203
0.603451
0.368695
0.027854
ADBE
2017-12-08
2,478,642
9,608,758
0.325086
0.654304
0.320547
0.025149
ADBE
2017-12-15
3,476,027
12,125,084
0.344935
0.71412
0.260414
0.025466
ADBE
2017-12-22
1,880,906
6,092,242
0.34092
0.701264
0.267537
0.031199
ADBE
2017-12-29
798,057
2,315,221
0.386567
0.733419
0.237094
0.029487
ADBE
2018-01-05
1,732,370
4,902,869
0.415585
0.66024
0.237069
0.102691
ADBE
2018-01-12
2,121,808
5,387,373
0.400977
0.7048
0.264903
0.030297
ADBE
2018-01-19
2,181,864
5,687,176
0.383896
0.654087
0.258717
0.087196
ADBE
2018-01-26
2,116,019
6,884,510
0.343809
0.723835
0.246363
0.029801
ADBE
2018-02-02
2,052,277
5,786,074
0.383973
0.671209
0.29971
0.029082
ADBE
2018-02-09
4,149,886
8,518,730
0.514534
0.694049
0.270594
0.035358
ADBE
2018-02-16
2,299,987
5,724,831
0.438643
0.710419
0.263385
0.026197
ADBE
2018-02-23
1,671,601
4,132,595
0.446735
0.694649
0.280161
0.02519
ADBE
2018-03-02
2,228,641
5,576,749
0.42448
0.681552
0.289648
0.0288
ADBE
2018-03-09
2,612,860
6,783,672
0.410693
0.624441
0.237367
0.138192
ADBE
2018-03-16
4,509,909
13,293,029
0.38418
0.645903
0.22088
0.133218
ADBE
2018-03-23
4,984,806
10,401,605
0.556828
0.707534
0.259872
0.032594
ADBE
2018-03-30
4,046,291
9,189,605
0.507927
0.711635
0.258144
0.030221
ADBE
2018-04-06
4,581,047
8,617,998
0.590176
0.651464
0.302278
0.046258
ADBE
2018-04-13
2,177,955
5,243,443
0.492424
0.686612
0.288892
0.024496
ADBE
2018-04-20
1,882,522
5,727,540
0.417916
0.684394
0.287803
0.027803
ADBE
2018-04-27
3,097,173
6,414,348
0.529674
0.632699
0.221036
0.146265
ADBE
2018-05-04
2,435,146
4,586,048
0.608569
0.70996
0.264012
0.026028
ADBE
2018-05-11
2,822,055
5,232,179
0.598146
0.721222
0.248699
0.030078
ADBE
2018-05-18
2,355,101
4,597,936
0.565234
0.700834
0.275986
0.02318
ADBE
2018-05-25
3,174,127
5,696,558
0.587637
0.67194
0.298768
0.029292
ADBE
2018-06-01
2,338,820
4,513,676
0.559901
0.650253
0.327558
0.022189
ADBE
2018-06-08
2,713,978
8,173,805
0.382963
0.65983
0.315228
0.024941
ADBE
2018-06-15
4,191,690
11,261,763
0.412575
0.71948
0.259062
0.021458
ADBE
2018-06-22
2,837,011
7,625,299
0.42988
0.7177
0.263277
0.019023
ADBE
2018-06-29
2,766,998
7,140,711
0.456802
0.590706
0.375627
0.033667
ADBE
2018-07-06
1,547,589
4,743,115
0.425032
0.620022
0.330687
0.049291
ADBE
2018-07-13
2,207,078
5,200,892
0.494352
0.64439
0.326196
0.029414
ADBE
2018-07-20
2,192,759
5,309,363
0.505538
0.675759
0.299496
0.024745
ADBE
2018-07-27
2,346,613
6,016,341
0.451445
0.664502
0.313937
0.02156
ADBE
2018-08-03
2,941,493
8,004,817
0.44362
0.683356
0.293619
0.023026
ADBE
2018-08-10
1,211,696
4,041,710
0.429757
0.653408
0.323271
0.023322
ADBE
2018-08-17
1,891,171
5,221,186
0.406542
0.68733
0.289517
0.023153
ADBE
2018-08-24
2,111,985
5,890,259
0.445127
0.696164
0.280399
0.023437
ADBE
2018-08-31
1,529,146
5,847,947
0.312191
0.66861
0.307063
0.024326
ADBE
2018-09-07
1,732,588
6,181,466
0.363424
0.678787
0.299787
0.021426
ADBE
2018-09-14
3,746,138
10,255,028
0.415244
0.714467
0.266635
0.018899