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
2018-07-20
1,937,714
6,151,280
0.43365
0.381835
0.60286
0.015305
ACN
2018-07-27
2,744,975
8,108,990
0.449432
0.3883
0.597034
0.014666
ACN
2018-08-03
2,627,415
7,131,828
0.44595
0.427031
0.559114
0.013856
ACN
2018-08-10
1,483,285
4,580,637
0.425265
0.442323
0.535943
0.021735
ACN
2018-08-17
2,174,901
6,512,852
0.456012
0.409322
0.572811
0.017867
ACN
2018-08-24
2,089,666
4,521,709
0.557839
0.488826
0.490086
0.021088
ACN
2018-08-31
2,904,984
5,819,753
0.583882
0.418998
0.566164
0.014837
ACN
2018-09-07
2,109,430
4,484,450
0.502815
0.377896
0.604969
0.017135
ACN
2018-09-14
2,196,907
6,577,942
0.467737
0.429551
0.555235
0.015214
ACN
2018-09-21
3,933,828
8,388,522
0.523263
0.392804
0.593514
0.013682
ACN
2018-09-28
4,098,237
8,446,944
0.541397
0.413633
0.571467
0.0149
ACN
2018-10-05
2,933,121
6,437,983
0.516155
0.416863
0.56857
0.014568
ACN
2018-10-12
4,102,874
9,217,941
0.528625
0.39582
0.589194
0.014986
ACN
2018-10-19
3,134,692
7,705,918
0.536142
0.399915
0.58202
0.018065
ACN
2018-10-26
4,440,452
8,041,445
0.638698
0.370669
0.611958
0.017374
ACN
2018-11-02
3,634,778
6,998,581
0.597345
0.424989
0.557986
0.017025
ACN
2018-11-09
3,052,060
6,052,610
0.578398
0.412712
0.510512
0.076776
ACN
2018-11-16
4,370,932
9,196,758
0.585608
0.354796
0.566101
0.079104
ACN
2018-11-23
3,046,772
5,298,254
0.644403
0.386968
0.587803
0.025229
ACN
2018-11-30
4,381,650
11,046,688
0.569895
0.39862
0.561513
0.039867
ACN
2018-12-07
4,296,917
10,586,614
0.490327
0.374514
0.573409
0.052077
ACN
2018-12-14
3,175,766
7,687,885
0.470025
0.418745
0.533967
0.047288
ACN
2018-12-21
7,227,978
14,904,157
0.574871
0.410961
0.559589
0.02945
ACN
2018-12-28
2,900,088
6,742,707
0.502052
0.355642
0.610693
0.033666
ACN
2019-01-04
3,103,263
6,537,014
0.548528
0.379196
0.579397
0.041407
ACN
2019-01-11
3,534,462
7,884,621
0.519984
0.40835
0.557581
0.034068
ACN
2019-01-18
3,599,720
7,046,939
0.573524
0.410175
0.55987
0.029955
ACN
2019-01-25
2,464,596
5,262,894
0.563694
0.40699
0.560478
0.032532
ACN
2019-02-01
3,944,736
6,554,264
0.692906
0.368073
0.576702
0.055225
ACN
2019-02-08
3,087,013
6,578,884
0.601659
0.365223
0.596897
0.03788
ACN
2019-02-15
2,856,081
6,610,496
0.544988
0.42875
0.537488
0.033762
ACN
2019-02-22
2,163,239
4,652,969
0.564789
0.367672
0.553143
0.079185
ACN
2019-03-01
2,810,894
5,995,026
0.556163
0.337202
0.579816
0.082982
ACN
2019-03-08
3,124,829
5,266,374
0.650208
0.434336
0.526969
0.038696
ACN
2019-03-15
3,982,245
8,267,982
0.572212
0.379188
0.599998
0.020813
ACN
2019-03-22
2,744,044
5,974,145
0.541176
0.330817
0.624391
0.044792
ACN
2019-03-29
4,732,719
9,934,482
0.561626
0.411175
0.549964
0.038861
ACN
2019-04-05
3,632,765
7,761,955
0.583026
0.366427
0.603024
0.030549
ACN
2019-04-12
2,383,769
6,128,511
0.549465
0.383056
0.542144
0.0748
ACN
2019-04-19
2,240,495
4,326,728
0.601771
0.38045
0.548321
0.071229
ACN
2019-04-26
1,856,266
4,687,143
0.503745
0.380222
0.53318
0.086598
ACN
2019-05-03
3,148,979
5,964,896
0.6023
0.397868
0.537304
0.064828
ACN
2019-05-10
4,368,084
7,336,640
0.65517
0.45775
0.464512
0.077738
ACN
2019-05-17
3,868,753
6,724,730
0.662048
0.42065
0.515672
0.063678
ACN
2019-05-24
2,866,810
4,416,914
0.722679
0.413481
0.527425
0.059094
ACN
2019-05-31
2,520,199
4,643,292
0.704632
0.396912
0.551072
0.052015
ACN
2019-06-07
2,760,289
6,476,615
0.518247
0.387931
0.561933
0.050136
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