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
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
ACN
2022-05-20
3,726,282
8,564,241
0.518687
0.379879
0.591447
0.028674
ACN
2022-05-27
4,110,196
9,206,379
0.559028
0.370921
0.569812
0.059267
ACN
2022-06-03
3,039,838
6,700,039
0.626639
0.370292
0.598694
0.031014
ACN
2022-06-10
3,222,898
6,202,666
0.5861
0.344369
0.62611
0.029522
ACN
2022-06-17
5,134,611
10,978,008
0.544847
0.337535
0.63495
0.027515
ACN
2022-06-24
5,135,431
9,950,050
0.615745
0.466693
0.495976
0.037331
ACN
2022-07-01
3,958,433
8,534,528
0.563288
0.415364
0.563011
0.021625
ACN
2022-07-08
2,869,311
7,186,161
0.545451
0.353966
0.616558
0.029477
ACN
2022-07-15
3,065,945
7,261,812
0.527961
0.416204
0.55387
0.029926
ACN
2022-07-22
3,009,368
6,653,291
0.554815
0.415169
0.527602
0.05723
ACN
2022-07-29
3,186,927
6,490,564
0.55687
0.447663
0.521477
0.03086
ACN
2022-08-05
2,592,729
5,747,346
0.529688
0.407502
0.564641
0.027857
ACN
2022-08-12
2,731,040
5,683,185
0.543181
0.412649
0.563776
0.023576
ACN
2022-08-19
2,639,222
5,460,191
0.567296
0.44181
0.52735
0.030839
ACN
2022-08-26
2,772,659
6,024,087
0.495289
0.45127
0.517894
0.030836
ACN
2022-09-02
3,083,130
6,717,484
0.534832
0.419557
0.552989
0.027453
ACN
2022-09-09
2,517,116
5,680,406
0.459441
0.388945
0.587864
0.023191
ACN
2022-09-16
3,683,274
8,866,569
0.475028
0.389506
0.583868
0.026626
ACN
2022-09-23
4,497,247
9,810,071
0.517192
0.453301
0.514385
0.032314
ACN
2022-09-30
4,063,151
9,868,657
0.512878
0.476125
0.447569
0.076306
ACN
2022-10-07
3,448,637
8,742,889
0.486767
0.392753
0.530429
0.076817
ACN
2022-10-14
3,551,819
8,401,230
0.46877
0.404524
0.534195
0.061281
ACN
2022-10-21
4,962,247
9,670,083
0.553829
0.45182
0.527235
0.020945
ACN
2022-10-28
3,506,074
7,556,164
0.483023
0.415415
0.562878
0.021706
ACN
2022-11-04
3,770,448
8,368,957
0.500266
0.404197
0.570349
0.025454
ACN
2022-11-11
3,767,800
9,130,376
0.48881
0.430494
0.550563
0.018943
ACN
2022-11-18
2,918,396
6,370,263
0.518908
0.47635
0.502626
0.021023
ACN
2022-11-25
1,622,683
3,513,898
0.533366
0.450634
0.526675
0.022691
ACN
2022-12-02
3,291,485
6,295,703
0.603341
0.399195
0.584391
0.016414
ACN
2022-12-09
3,486,356
6,651,901
0.605127
0.468124
0.512657
0.019219
ACN
2022-12-16
5,838,832
12,662,709
0.539453
0.392672
0.588096
0.019231
ACN
2022-12-23
3,962,701
10,580,052
0.461351
0.486066
0.494264
0.01967
ACN
2022-12-30
1,892,272
4,054,055
0.519384
0.396852
0.59221
0.010938
ACN
2023-01-06
2,647,407
6,486,613
0.442115
0.388638
0.602617
0.008745
ACN
2023-01-13
4,123,761
7,942,037
0.532712
0.400285
0.586331
0.013384
ACN
2023-01-20
4,695,457
8,005,645
0.57321
0.41165
0.575427
0.012924
ACN
2023-01-27
3,560,045
8,476,170
0.476465
0.453826
0.529835
0.016339
ACN
2023-02-03
3,651,186
7,501,490
0.554726
0.449332
0.535507
0.015162
ACN
2023-02-10
2,401,738
5,107,649
0.539579
0.489194
0.490255
0.020551
ACN
2023-02-17
3,127,553
7,188,067
0.485442
0.504984
0.477858
0.017158
ACN
2023-02-24
2,481,751
6,049,224
0.459101
0.422894
0.561052
0.016054
ACN
2023-03-03
2,223,937
6,576,568
0.384871
0.42649
0.54977
0.02374
ACN
2023-03-10
3,066,705
7,265,741
0.416525
0.45627
0.519196
0.024534
ACN
2023-03-17
6,453,500
15,797,206
0.451062
0.404983
0.577913
0.017104
ACN
2023-03-24
6,577,615
13,223,882
0.57077
0.537753
0.43044
0.031807
ACN
2023-03-31
5,416,455
9,966,682
0.590813
0.421358
0.554639
0.024003
ACN
2023-04-07
3,530,655
6,743,414
0.528059
0.509991
0.469937
0.020073