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
ACIW
2020-06-12
696,799
1,286,390
0.57762
0.395725
0.390407
0.213868
ACIW
2020-06-19
648,466
1,049,822
0.611976
0.487224
0.41761
0.095166
ACIW
2020-06-26
456,633
868,778
0.545322
0.480999
0.408906
0.110095
ACIW
2020-07-03
797,410
1,330,933
0.599285
0.401184
0.542267
0.056549
ACIW
2020-07-10
514,977
1,271,766
0.495638
0.515928
0.399182
0.08489
ACIW
2020-07-17
883,686
1,478,807
0.582588
0.45432
0.456415
0.089265
ACIW
2020-07-24
743,540
1,379,508
0.647543
0.51563
0.401003
0.083367
ACIW
2020-07-31
657,828
1,374,689
0.5574
0.504936
0.397753
0.097312
ACIW
2020-08-07
874,957
2,805,636
0.378449
0.556098
0.376915
0.066987
ACIW
2020-08-14
1,103,257
2,308,982
0.585016
0.525015
0.378466
0.096519
ACIW
2020-08-21
749,754
1,547,691
0.629646
0.465683
0.36507
0.169247
ACIW
2020-08-28
495,066
974,444
0.538483
0.438526
0.380415
0.18106
ACIW
2020-09-04
852,251
1,264,819
0.681485
0.523306
0.347019
0.129675
ACIW
2020-09-11
2,016,175
5,643,216
0.578283
0.638601
0.282512
0.078887
ACIW
2020-09-18
1,253,967
2,288,019
0.613936
0.511283
0.411653
0.077065
ACIW
2020-09-25
945,111
3,297,331
0.488442
0.475147
0.461723
0.06313
ACIW
2020-10-02
985,658
1,653,674
0.603214
0.457311
0.446878
0.095811
ACIW
2020-10-09
1,515,275
3,250,310
0.592777
0.627013
0.312821
0.060167
ACIW
2020-10-16
1,741,144
3,649,844
0.56823
0.701426
0.234404
0.06417
ACIW
2020-10-23
1,331,099
2,187,877
0.627255
0.619146
0.318744
0.06211
ACIW
2020-10-30
695,441
1,283,817
0.584005
0.552875
0.37004
0.077085
ACIW
2020-11-06
1,086,722
2,226,007
0.675417
0.595443
0.287037
0.11752
ACIW
2020-11-13
1,071,897
2,939,155
0.459181
0.502621
0.366145
0.131234
ACIW
2020-11-20
592,656
1,796,407
0.463172
0.469124
0.45099
0.079886
ACIW
2020-11-27
480,783
1,283,316
0.441478
0.496504
0.433066
0.07043
ACIW
2020-12-04
1,685,904
4,216,208
0.539724
0.663267
0.28666
0.050073
ACIW
2020-12-11
532,579
1,522,882
0.456309
0.57736
0.327643
0.094997
ACIW
2020-12-18
522,441
1,554,052
0.463343
0.574574
0.329579
0.095847
ACIW
2020-12-25
367,879
701,240
0.553031
0.561162
0.351425
0.087413
ACIW
2021-01-01
324,064
771,558
0.450578
0.504115
0.419652
0.076233
ACIW
2021-01-08
637,398
1,785,496
0.47127
0.481228
0.449978
0.068793
ACIW
2021-01-15
381,506
945,955
0.516022
0.577055
0.326322
0.096623
ACIW
2021-01-22
703,259
1,483,867
0.617042
0.576458
0.357495
0.066047
ACIW
2021-01-29
767,853
1,238,170
0.666088
0.58623
0.326429
0.08734
ACIW
2021-02-05
528,664
1,087,410
0.628059
0.632126
0.310361
0.057513
ACIW
2021-02-12
459,698
997,178
0.519936
0.696602
0.259529
0.043868
ACIW
2021-02-19
414,004
956,428
0.57508
0.697584
0.248076
0.05434
ACIW
2021-02-26
909,144
2,096,532
0.578414
0.566195
0.330485
0.10332
ACIW
2021-03-05
933,945
1,445,762
0.65965
0.537413
0.403813
0.058773
ACIW
2021-03-12
656,672
1,189,962
0.553534
0.52164
0.425939
0.052421
ACIW
2021-03-19
704,358
1,130,238
0.682064
0.525089
0.421424
0.053487
ACIW
2021-03-26
547,660
1,273,530
0.578944
0.540547
0.406202
0.053252
ACIW
2021-04-02
440,636
750,728
0.638973
0.58303
0.35103
0.06594
ACIW
2021-04-09
416,001
941,336
0.496088
0.50207
0.381873
0.116057
ACIW
2021-04-16
469,440
1,244,338
0.50531
0.549088
0.30838
0.142532
ACIW
2021-04-23
504,286
924,657
0.666263
0.564406
0.327762
0.107832
ACIW
2021-04-30
679,328
1,034,829
0.695326
0.551293
0.370671
0.078036
ACIW
2021-05-07
846,126
1,340,800
0.703821
0.592445
0.256198
0.151357
ACIW
2021-05-14
1,532,283
2,310,797
0.696749
0.461363
0.376765
0.161872
ACIW
2021-05-21
685,583
1,404,400
0.596725
0.511567
0.407554
0.080879
ACIW
2021-05-28
564,562
1,197,129
0.52215
0.527709
0.377219
0.095072
ACIW
2021-06-04
385,403
758,862
0.664057
0.542569
0.369874
0.087557
ACIW
2021-06-11
517,588
909,973
0.689397
0.544482
0.355741
0.099777
ACIW
2021-06-18
455,788
1,198,504
0.639208
0.550794
0.345865
0.103341
ACIW
2021-06-25
533,405
1,068,201
0.587231
0.554878
0.330145
0.114978
ACIW
2021-07-02
360,960
746,307
0.574787
0.546867
0.299462
0.153671
ACIW
2021-07-09
270,135
560,655
0.592231
0.54464
0.344107
0.111252
ACIW
2021-07-16
428,138
1,183,127
0.519449
0.580967
0.314792
0.104241
ACIW
2021-07-23
571,629
1,258,131
0.614678
0.531203
0.39176
0.077038
ACIW
2021-07-30
400,759
1,067,689
0.493665
0.513993
0.405596
0.080411
ACIW
2021-08-06
485,928
1,398,851
0.402168
0.645843
0.305788
0.048369
ACIW
2021-08-13
573,599
1,719,050
0.520971
0.615094
0.319869
0.065037
ACIW
2021-08-20
785,564
1,883,641
0.528221
0.618989
0.339602
0.041409
ACIW
2021-08-27
765,148
1,478,539
0.654078
0.637702
0.312283
0.050015
ACIW
2021-09-03
1,018,885
1,791,863
0.605979
0.626327
0.303353
0.07032
ACIW
2021-09-10
593,521
1,008,627
0.652994
0.580611
0.295072
0.124317
ACIW
2021-09-17
729,278
1,243,715
0.611008
0.559443
0.309052
0.131505
ACIW
2021-09-24
385,749
1,669,126
0.453308
0.617445
0.290484
0.092071
ACIW
2021-10-01
336,492
1,228,412
0.367427
0.560715
0.332299
0.106986
ACIW
2021-10-08
313,023
1,419,739
0.397088
0.5926
0.336282
0.071118
ACIW
2021-10-15
621,302
1,223,047
0.48839
0.673057
0.278389
0.048554
ACIW
2021-10-22
350,971
744,598
0.452778
0.652462
0.279484
0.068054
ACIW
2021-10-29
683,239
2,141,636
0.357638
0.603505
0.235047
0.161448
ACIW
2021-11-05
1,261,550
6,238,176
0.501907
0.574994
0.369707
0.0553
ACIW
2021-11-12
926,761
2,699,772
0.41594
0.561265
0.387604
0.05113
ACIW
2021-11-19
691,648
1,844,583
0.341323
0.657139
0.296855
0.046006
ACIW
2021-11-26
347,229
861,566
0.418387
0.565497
0.357573
0.07693
ACIW
2021-12-03
644,316
2,197,602
0.502996
0.574994
0.367023
0.057983
ACIW
2021-12-10
622,809
2,182,726
0.447701
0.528245
0.417297
0.054458
ACIW
2021-12-17
738,724
1,990,837
0.498971
0.548652
0.389158
0.06219
ACIW
2021-12-24
537,008
1,380,614
0.486605
0.534167
0.358613
0.10722
ACIW
2021-12-31
350,185
1,215,570
0.407508
0.566219
0.372316
0.061465
ACIW
2022-01-07
817,396
1,575,138
0.455223
0.648771
0.291921
0.059308
ACIW
2022-01-14
506,145
1,272,297
0.511406
0.677516
0.257027
0.065458
ACIW
2022-01-21
524,646
993,267
0.651166
0.578596
0.368724
0.052679
ACIW
2022-01-28
951,713
1,586,606
0.630395
0.623374
0.311623
0.065003
ACIW
2022-02-04
410,761
811,444
0.561299
0.536759
0.391988
0.071253
ACIW
2022-02-11
383,979
858,241
0.576057
0.542706
0.384149
0.073144
ACIW
2022-02-18
550,754
1,127,933
0.508684
0.592121
0.353246
0.054632
ACIW
2022-02-25
638,468
1,024,810
0.640005
0.642413
0.305001
0.052586
ACIW
2022-03-04
527,620
1,094,073
0.546479
0.603314
0.333769
0.062917
ACIW
2022-03-11
445,869
1,037,970
0.60912
0.555594
0.351063
0.093342
ACIW
2022-03-18
396,402
1,126,161
0.511281
0.585933
0.343844
0.070223
ACIW
2022-03-25
332,130
874,480
0.59705
0.618504
0.316589
0.064907
ACIW
2022-04-01
552,642
3,377,939
0.321775
0.528006
0.426164
0.045829
ACIW
2022-04-08
594,457
1,991,043
0.353847
0.555877
0.388224
0.055899
ACIW
2022-04-15
770,863
1,760,483
0.421574
0.62749
0.325593
0.046918
ACIW
2022-04-22
646,288
1,447,884
0.481018
0.694765
0.25135
0.053885
ACIW
2022-04-29
471,635
973,188
0.550737
0.619314
0.308918
0.071768
ACIW
2022-05-06
594,759
1,224,112
0.578604
0.597615
0.348648
0.053737