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
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
ACN
2021-05-14
2,619,255
6,490,551
0.494175
0.332982
0.575446
0.091572
ACN
2021-05-21
3,270,516
6,556,615
0.547851
0.34722
0.616125
0.036655
ACN
2021-05-28
4,273,385
9,836,768
0.544221
0.366866
0.598685
0.034449
ACN
2021-06-04
1,935,643
4,720,093
0.436426
0.308558
0.658376
0.033066
ACN
2021-06-11
2,198,572
5,333,895
0.487788
0.322475
0.610464
0.067061
ACN
2021-06-18
3,437,652
7,694,361
0.539872
0.290304
0.667164
0.042532
ACN
2021-06-25
3,770,103
9,286,297
0.502205
0.390302
0.563969
0.045728
ACN
2021-07-02
2,953,006
8,004,817
0.490582
0.388095
0.529564
0.082342
ACN
2021-07-09
2,926,994
5,921,292
0.540827
0.434778
0.522281
0.042941
ACN
2021-07-16
2,688,056
7,384,518
0.481472
0.359144
0.575188
0.065667
ACN
2021-07-23
2,192,374
5,228,232
0.517148
0.340787
0.623954
0.035259
ACN
2021-07-30
2,360,315
6,738,318
0.475346
0.399177
0.559531
0.041292
ACN
2021-08-06
2,569,467
5,782,433
0.540976
0.39576
0.566856
0.037384
ACN
2021-08-13
1,993,837
4,327,832
0.553258
0.39991
0.558384
0.041706
ACN
2021-08-20
3,089,600
5,806,798
0.600534
0.395506
0.536302
0.068192
ACN
2021-08-27
2,192,163
6,195,835
0.476248
0.344178
0.596396
0.059426
ACN
2021-09-03
2,679,224
5,692,777
0.573576
0.343413
0.602403
0.054185
ACN
2021-09-10
2,504,227
4,833,925
0.588601
0.306696
0.59387
0.099434
ACN
2021-09-17
4,236,586
9,122,803
0.610143
0.300564
0.622159
0.077276
ACN
2021-09-24
4,556,844
10,548,135
0.458691
0.334537
0.621393
0.044069
ACN
2021-10-01
2,817,420
7,543,181
0.452819
0.339842
0.627293
0.032865
ACN
2021-10-08
2,471,971
6,128,618
0.472938
0.338893
0.626636
0.034471
ACN
2021-10-15
3,159,312
7,010,960
0.556897
0.323629
0.633751
0.04262
ACN
2021-10-22
3,084,497
6,511,094
0.553074
0.343105
0.617972
0.038922
ACN
2021-10-29
3,102,351
6,236,848
0.563032
0.326851
0.595004
0.078144
ACN
2021-11-05
3,856,435
7,603,088
0.593699
0.317244
0.646885
0.035871
ACN
2021-11-12
2,620,199
6,170,851
0.56567
0.314881
0.646284
0.038835
ACN
2021-11-19
3,576,026
7,606,881
0.534598
0.293721
0.675064
0.031215
ACN
2021-11-26
2,346,628
6,069,419
0.421252
0.339998
0.631798
0.028204
ACN
2021-12-03
5,218,087
11,408,277
0.538548
0.319479
0.652001
0.02852
ACN
2021-12-10
3,982,223
7,713,230
0.58275
0.396585
0.578232
0.025183
ACN
2021-12-17
6,717,005
14,416,148
0.561302
0.394747
0.577461
0.027792
ACN
2021-12-24
3,149,346
6,466,490
0.522388
0.335393
0.602423
0.062184
ACN
2021-12-31
2,555,605
5,069,283
0.605612
0.358089
0.61131
0.030602
ACN
2022-01-07
3,945,512
11,282,799
0.431478
0.386187
0.583973
0.02984
ACN
2022-01-14
3,707,606
11,887,513
0.416188
0.352023
0.614759
0.033218
ACN
2022-01-21
3,585,609
8,855,771
0.489337
0.325497
0.636017
0.038486
ACN
2022-01-28
5,428,778
12,301,226
0.519012
0.37786
0.589566
0.032574
ACN
2022-02-04
3,892,222
8,425,096
0.520601
0.341015
0.632153
0.026832
ACN
2022-02-11
3,099,157
7,588,712
0.467087
0.335311
0.639538
0.025151
ACN
2022-02-18
3,457,046
9,307,852
0.460424
0.388973
0.593024
0.018003
ACN
2022-02-25
2,872,781
7,973,747
0.427458
0.359132
0.622534
0.018334
ACN
2022-03-04
3,912,326
9,137,565
0.514548
0.351594
0.626592
0.021814
ACN
2022-03-11
4,500,566
11,551,321
0.508528
0.389052
0.58258
0.028368
ACN
2022-03-18
7,076,976
15,874,104
0.527564
0.355948
0.625148
0.018904
ACN
2022-03-25
2,978,823
7,272,802
0.490203
0.380678
0.590535
0.028787
ACN
2022-04-01
3,424,347
8,278,393
0.503972
0.358254
0.610203
0.031543
ACN
2022-04-08
3,743,532
8,284,142
0.560115
0.382733
0.594457
0.02281
ACN
2022-04-15
2,883,601
7,073,845
0.458112
0.334367
0.648984
0.016649
ACN
2022-04-22
3,120,634
7,955,866
0.446832
0.285286
0.69632
0.018394
ACN
2022-04-29
3,258,439
8,470,437
0.531324
0.386125
0.5881
0.025775
ACN
2022-05-06
3,301,838
8,346,709
0.519772
0.365152
0.596436
0.038412
ACN
2022-05-13
3,278,096
8,564,886
0.477256
0.361885
0.604089
0.034026