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
ACN
2019-06-14
2,002,411
5,420,161
0.506685
0.396821
0.527055
0.076124
ACN
2019-06-21
3,464,784
7,941,147
0.532459
0.345125
0.592875
0.062001
ACN
2019-06-28
5,452,625
8,653,307
0.693996
0.413762
0.526123
0.060115
ACN
2019-07-05
2,770,390
5,722,020
0.599066
0.43242
0.524871
0.042709
ACN
2019-07-12
2,859,048
6,385,223
0.537813
0.395567
0.553168
0.051265
ACN
2019-07-19
2,414,335
5,443,676
0.491824
0.395816
0.541887
0.062298
ACN
2019-07-26
2,129,324
4,506,066
0.57412
0.407356
0.535624
0.05702
ACN
2019-08-02
2,763,435
5,116,491
0.622214
0.448896
0.50658
0.044524
ACN
2019-08-09
3,850,899
7,289,300
0.637966
0.377042
0.578015
0.044943
ACN
2019-08-16
3,575,631
5,950,963
0.686834
0.4096
0.541623
0.048777
ACN
2019-08-23
2,221,900
3,589,038
0.6612
0.461426
0.460972
0.077602
ACN
2019-08-30
2,328,517
4,087,930
0.622639
0.485043
0.440786
0.074171
ACN
2019-09-06
1,912,728
4,276,999
0.491148
0.427609
0.446991
0.1254
ACN
2019-09-13
3,341,417
7,045,258
0.540308
0.412516
0.459498
0.127986
ACN
2019-09-20
2,481,470
4,273,744
0.613259
0.472219
0.44524
0.08254
ACN
2019-09-27
4,303,660
7,235,611
0.641898
0.530481
0.412115
0.057404
ACN
2019-10-04
3,078,325
5,614,523
0.584127
0.482759
0.459287
0.057954
ACN
2019-10-11
2,349,656
5,105,582
0.536472
0.480005
0.462558
0.057437
ACN
2019-10-18
2,893,436
5,211,178
0.565055
0.457252
0.452518
0.09023
ACN
2019-10-25
2,355,245
5,066,550
0.492955
0.471018
0.421782
0.107201
ACN
2019-11-01
2,256,051
4,479,843
0.556666
0.457224
0.428049
0.114726
ACN
2019-11-08
1,855,029
3,984,694
0.544855
0.458474
0.415907
0.125619
ACN
2019-11-15
2,446,443
4,856,672
0.621601
0.467831
0.467824
0.064345
ACN
2019-11-22
1,888,739
3,285,018
0.606083
0.480909
0.456927
0.062164
ACN
2019-11-29
1,428,114
2,613,530
0.608672
0.430301
0.495762
0.073937
ACN
2019-12-06
1,757,235
3,643,336
0.535775
0.472639
0.466297
0.061064
ACN
2019-12-13
2,498,003
5,140,164
0.53757
0.423082
0.465866
0.111052
ACN
2019-12-20
4,775,523
9,038,752
0.548974
0.463859
0.430089
0.106052
ACN
2019-12-27
1,486,615
3,045,231
0.592449
0.551122
0.395369
0.053509
ACN
2020-01-03
1,851,245
3,576,181
0.605128
0.414167
0.522178
0.063656
ACN
2020-01-10
2,602,358
6,765,242
0.420597
0.486
0.451211
0.062789
ACN
2020-01-17
3,285,072
7,834,806
0.511968
0.398496
0.444366
0.157138
ACN
2020-01-24
2,074,994
4,752,312
0.475303
0.509341
0.435083
0.055575
ACN
2020-01-31
3,101,336
6,355,264
0.573272
0.345027
0.532817
0.122155
ACN
2020-02-07
2,944,469
7,264,401
0.524128
0.336252
0.604516
0.059232
ACN
2020-02-14
2,266,397
6,021,144
0.501278
0.338474
0.607294
0.054232
ACN
2020-02-21
2,366,918
5,461,097
0.515996
0.372816
0.583912
0.043272
ACN
2020-02-28
5,798,085
13,175,630
0.557381
0.277362
0.679787
0.042851
ACN
2020-03-06
7,532,846
14,292,123
0.642108
0.30606
0.617576
0.076364
ACN
2020-03-13
8,561,528
20,624,115
0.498199
0.404268
0.518825
0.076907
ACN
2020-03-20
10,379,587
23,104,199
0.534443
0.407776
0.561085
0.031139
ACN
2020-03-27
11,173,585
19,107,566
0.679525
0.392741
0.573905
0.033354
ACN
2020-04-03
6,990,660
12,230,954
0.666207
0.374682
0.583357
0.041961
ACN
2020-04-10
5,807,243
9,613,927
0.647457
0.389529
0.570631
0.039839
ACN
2020-04-17
5,210,435
12,344,465
0.535506
0.387791
0.561911
0.050298
ACN
2020-04-24
5,173,394
9,268,207
0.644746
0.401039
0.515752
0.083209
ACN
2020-05-01
5,580,798
9,297,581
0.709979
0.366465
0.530924
0.102611
ACN
2020-05-08
4,128,851
6,984,644
0.683292
0.395582
0.537148
0.06727
ACN
2020-05-15
5,500,728
9,972,838
0.685253
0.375044
0.560613
0.064343
ACN
2020-05-22
4,280,621
6,929,063
0.652233
0.332601
0.601469
0.065929
ACN
2020-05-29
3,812,115
7,047,735
0.612562
0.296214
0.64875
0.055036
ACN
2020-06-05
3,932,218
7,416,715
0.565109
0.346778
0.590102
0.06312
ACN
2020-06-12
4,642,759
9,883,967
0.582983
0.31876
0.570244
0.110996
ACN
2020-06-19
4,963,803
8,799,573
0.678622
0.349723
0.603274
0.047003
ACN
2020-06-26
6,074,740
10,915,677
0.620029
0.360994
0.591904
0.047101
ACN
2020-07-03
3,016,825
7,126,789
0.524562
0.331735
0.617281
0.050983
ACN
2020-07-10
3,039,303
5,999,713
0.601655
0.378699
0.562744
0.058557
ACN
2020-07-17
2,856,212
6,985,225
0.472608
0.35642
0.588474
0.055107
ACN
2020-07-24
2,116,638
5,361,728
0.444745
0.332936
0.612932
0.054132
ACN
2020-07-31
2,290,771
5,104,003
0.5432
0.357462
0.575345
0.067194
ACN
2020-08-07
2,423,769
4,963,405
0.574916
0.334123
0.609204
0.056673
ACN
2020-08-14
2,549,898
5,500,711
0.602282
0.35973
0.585653
0.054617
ACN
2020-08-21
3,457,748
6,017,079
0.683457
0.311744
0.584112
0.104144
ACN
2020-08-28
2,935,229
5,991,439
0.622501
0.348175
0.530085
0.12174
ACN
2020-09-04
3,627,333
7,404,778
0.562643
0.307265
0.626374
0.066361
ACN
2020-09-11
2,725,567
5,296,339
0.594017
0.328802
0.636843
0.034355
ACN
2020-09-18
3,620,828
7,747,086
0.568115
0.364726
0.598417
0.036857
ACN
2020-09-25
5,497,090
11,022,366
0.628993
0.392669
0.562702
0.044629
ACN
2020-10-02
3,588,443
7,486,742
0.631566
0.410774
0.545705
0.043521
ACN
2020-10-09
3,230,300
6,423,432
0.613339
0.4475
0.493096
0.059405
ACN
2020-10-16
2,860,104
5,870,009
0.640254
0.455884
0.505592
0.038525
ACN
2020-10-23
3,450,969
6,408,810
0.622342
0.430007
0.53758
0.032413
ACN
2020-10-30
3,734,365
7,418,991
0.626519
0.351575
0.611079
0.037346
ACN
2020-11-06
3,771,963
6,917,499
0.624836
0.325727
0.591464
0.082808
ACN
2020-11-13
4,400,223
8,807,106
0.573172
0.324849
0.570112
0.105039
ACN
2020-11-20
2,872,439
6,042,099
0.589841
0.391212
0.557953
0.050835
ACN
2020-11-27
2,085,653
4,383,058
0.567641
0.394693
0.542971
0.062336
ACN
2020-12-04
3,011,849
6,777,470
0.550415
0.343982
0.602529
0.053489
ACN
2020-12-11
2,820,022
6,741,480
0.51535
0.396888
0.54791
0.055202
ACN
2020-12-18
5,975,208
13,616,282
0.510168
0.354876
0.603909
0.041215
ACN
2020-12-25
1,935,764
4,616,267
0.553015
0.442795
0.522166
0.035039
ACN
2021-01-01
1,786,570
3,590,424
0.565885
0.362459
0.589513
0.048028
ACN
2021-01-08
3,156,207
7,976,100
0.480055
0.363571
0.596588
0.03984
ACN
2021-01-15
2,636,251
7,391,376
0.483497
0.348718
0.614549
0.036733
ACN
2021-01-22
2,447,042
6,368,760
0.475228
0.344624
0.616762
0.038614
ACN
2021-01-29
3,025,408
7,014,048
0.520288
0.374881
0.579268
0.045851
ACN
2021-02-05
2,521,513
6,802,339
0.430969
0.309358
0.654496
0.036146
ACN
2021-02-12
1,820,894
5,151,933
0.445513
0.369558
0.590121
0.040321
ACN
2021-02-19
1,827,199
5,209,892
0.40154
0.362521
0.58051
0.056969
ACN
2021-02-26
3,391,711
7,851,241
0.505185
0.36723
0.554602
0.078168
ACN
2021-03-05
3,697,313
8,580,591
0.504662
0.378753
0.578458
0.042789
ACN
2021-03-12
4,237,911
8,869,885
0.578778
0.371588
0.585412
0.043
ACN
2021-03-19
5,133,230
11,434,013
0.577162
0.368227
0.590198
0.041575
ACN
2021-03-26
3,683,100
8,173,331
0.544319
0.349432
0.603962
0.046607
ACN
2021-04-02
2,696,172
5,998,899
0.584391
0.356172
0.599318
0.04451
ACN
2021-04-09
2,719,302
8,086,576
0.482033
0.363056
0.591201
0.045744
ACN
2021-04-16
2,755,676
7,734,977
0.417553
0.290596
0.671896
0.037508
ACN
2021-04-23
2,424,292
5,705,852
0.483329
0.371043
0.594125
0.034832
ACN
2021-04-30
1,982,224
5,065,990
0.495364
0.345916
0.611995
0.042089
ACN
2021-05-07
2,434,000
5,954,357
0.458941
0.293365
0.607204
0.099431