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
ACI
2020-10-02
3,874,243
7,808,395
0.588999
0.546565
0.42676
0.026675
ACI
2020-10-09
4,664,742
9,014,991
0.574213
0.575944
0.409092
0.014965
ACI
2020-10-16
7,518,556
13,196,958
0.616027
0.623138
0.362861
0.014001
ACI
2020-10-23
15,710,168
26,091,940
0.617022
0.664797
0.322534
0.012669
ACI
2020-10-30
8,410,774
14,569,156
0.618099
0.649567
0.336355
0.014078
ACI
2020-11-06
7,229,287
12,233,411
0.65014
0.566789
0.330888
0.102323
ACI
2020-11-13
7,866,793
12,763,031
0.577033
0.645774
0.284503
0.069723
ACI
2020-11-20
3,810,739
7,261,650
0.524471
0.663315
0.319042
0.017643
ACI
2020-11-27
2,745,479
5,794,745
0.458954
0.654801
0.324988
0.020211
ACI
2020-12-04
5,110,084
10,086,302
0.516341
0.606545
0.370877
0.022577
ACI
2020-12-11
5,399,098
10,846,792
0.50939
0.647423
0.33551
0.017066
ACI
2020-12-18
4,407,832
8,047,282
0.527494
0.492328
0.487036
0.020636
ACI
2020-12-25
3,234,468
5,789,082
0.507183
0.618624
0.373188
0.008189
ACI
2021-01-01
3,423,640
9,123,646
0.373443
0.657194
0.331636
0.01117
ACI
2021-01-08
5,440,318
9,779,940
0.553203
0.674195
0.316226
0.009579
ACI
2021-01-15
7,847,880
15,800,843
0.504317
0.636986
0.353248
0.009767
ACI
2021-01-22
2,559,392
7,663,158
0.331962
0.617455
0.365807
0.016738
ACI
2021-01-29
5,709,208
20,094,350
0.360933
0.582068
0.395586
0.022345
ACI
2021-02-05
5,929,987
9,735,498
0.643915
0.688269
0.293314
0.018417
ACI
2021-02-12
3,138,809
6,625,531
0.481909
0.674689
0.317055
0.008257
ACI
2021-02-19
4,714,175
7,168,681
0.688052
0.628464
0.358015
0.013521
ACI
2021-02-26
4,840,867
8,310,546
0.638233
0.569247
0.376465
0.054287
ACI
2021-03-05
4,978,929
9,536,893
0.537024
0.695307
0.295738
0.008955
ACI
2021-03-12
4,032,975
7,022,676
0.588108
0.614369
0.370031
0.015601
ACI
2021-03-19
6,934,931
11,772,184
0.624011
0.490764
0.493854
0.015382
ACI
2021-03-26
4,228,722
7,520,394
0.603014
0.600368
0.385756
0.013876
ACI
2021-04-02
2,532,886
4,229,032
0.670925
0.579588
0.405025
0.015386
ACI
2021-04-09
2,978,021
5,339,325
0.670361
0.53153
0.435319
0.033152
ACI
2021-04-16
3,688,175
5,875,091
0.660012
0.631686
0.335681
0.032633
ACI
2021-04-23
4,579,675
7,138,122
0.648437
0.552622
0.412361
0.035017
ACI
2021-04-30
7,155,395
10,221,195
0.740568
0.641744
0.333348
0.024909
ACI
2021-05-07
4,301,768
6,635,265
0.656518
0.553433
0.362482
0.084085
ACI
2021-05-14
4,457,100
6,720,308
0.705401
0.516471
0.378542
0.104987
ACI
2021-05-21
3,454,669
4,664,870
0.75106
0.596834
0.37551
0.027656
ACI
2021-05-28
2,030,024
3,252,134
0.669276
0.554834
0.413532
0.031634
ACI
2021-06-04
1,772,989
3,268,989
0.622518
0.55044
0.421719
0.027841
ACI
2021-06-11
2,946,688
4,733,731
0.664353
0.550964
0.430204
0.018832
ACI
2021-06-18
3,372,096
6,074,719
0.628653
0.569563
0.414526
0.01591
ACI
2021-06-25
2,447,632
4,602,017
0.560899
0.480341
0.504125
0.015534
ACI
2021-07-02
1,755,808
3,078,238
0.628444
0.447694
0.489168
0.063138
ACI
2021-07-09
1,707,479
2,730,747
0.658412
0.576953
0.404627
0.018419
ACI
2021-07-16
1,272,607
2,436,072
0.584041
0.494439
0.454066
0.051495
ACI
2021-07-23
1,699,312
3,238,199
0.526567
0.515528
0.470684
0.013788
ACI
2021-07-30
2,861,088
4,829,296
0.638377
0.47371
0.509053
0.017237
ACI
2021-08-06
2,834,758
4,483,043
0.690095
0.542731
0.444833
0.012435
ACI
2021-08-13
5,951,997
10,935,717
0.655534
0.552295
0.434329
0.013376
ACI
2021-08-20
2,085,468
3,872,327
0.617445
0.436809
0.550217
0.012974
ACI
2021-08-27
2,218,785
3,808,666
0.643513
0.539441
0.450443
0.010116
ACI
2021-09-03
4,875,919
7,894,239
0.653271
0.606056
0.3829
0.011044
ACI
2021-09-10
3,873,003
6,278,233
0.616808
0.529028
0.438485
0.032487
ACI
2021-09-17
4,702,973
8,951,256
0.675896
0.447086
0.513621
0.039293
ACI
2021-09-24
2,357,644
3,972,334
0.675282
0.525684
0.462128
0.012188
ACI
2021-10-01
2,696,526
4,060,336
0.716533
0.493366
0.493264
0.01337
ACI
2021-10-08
2,759,860
5,499,611
0.598093
0.396313
0.588572
0.015115
ACI
2021-10-15
3,242,337
5,503,998
0.635083
0.61537
0.364828
0.019801
ACI
2021-10-22
6,461,568
10,227,639
0.661327
0.642703
0.335914
0.021383
ACI
2021-10-29
2,763,433
4,805,990
0.598143
0.473531
0.438514
0.087956
ACI
2021-11-05
3,428,931
6,159,218
0.668323
0.587387
0.371888
0.040725
ACI
2021-11-12
1,802,256
3,779,013
0.599704
0.558951
0.422073
0.018976
ACI
2021-11-19
2,207,939
3,395,717
0.708846
0.472155
0.495021
0.032823
ACI
2021-11-26
1,615,368
2,758,376
0.64086
0.611001
0.35095
0.038049
ACI
2021-12-03
2,466,042
4,449,408
0.62451
0.506952
0.461037
0.032011
ACI
2021-12-10
6,013,192
11,112,466
0.615342
0.600827
0.368661
0.030512
ACI
2021-12-17
4,452,178
10,403,372
0.480446
0.446394
0.53615
0.017456
ACI
2021-12-24
2,046,228
4,095,133
0.576391
0.521696
0.419578
0.058727
ACI
2021-12-31
3,012,233
5,552,884
0.594801
0.555393
0.421587
0.02302
ACI
2022-01-07
3,340,641
9,053,808
0.431112
0.612363
0.364282
0.023355
ACI
2022-01-14
8,319,786
18,991,625
0.478928
0.687434
0.292944
0.019622
ACI
2022-01-21
1,991,270
5,987,979
0.402271
0.507965
0.466652
0.025384
ACI
2022-01-28
3,283,779
7,731,972
0.485775
0.465418
0.508133
0.026449
ACI
2022-02-04
1,706,542
4,374,518
0.492345
0.425796
0.534391
0.039812
ACI
2022-02-11
1,704,002
4,151,088
0.461159
0.493484
0.477115
0.029401
ACI
2022-02-18
2,068,508
4,565,425
0.490807
0.427085
0.54532
0.027595
ACI
2022-02-25
1,859,157
4,932,379
0.48488
0.477499
0.480282
0.042219
ACI
2022-03-04
5,091,970
12,306,690
0.464905
0.458039
0.506069
0.035892
ACI
2022-03-11
2,901,381
8,323,092
0.420291
0.500942
0.456943
0.042114
ACI
2022-03-18
4,591,433
10,105,166
0.532042
0.326501
0.649706
0.023793
ACI
2022-03-25
5,777,691
11,429,009
0.580459
0.429128
0.547912
0.02296
ACI
2022-04-01
2,859,481
8,305,397
0.40604
0.467939
0.491585
0.040476
ACI
2022-04-08
4,489,326
9,520,211
0.444685
0.460622
0.506972
0.032407
ACI
2022-04-15
5,402,127
14,525,169
0.449874
0.563715
0.410226
0.026058
ACI
2022-04-22
3,800,035
9,650,855
0.440688
0.50645
0.461185
0.032365
ACI
2022-04-29
4,716,143
10,793,508
0.573123
0.484135
0.488117
0.027747
ACI
2022-05-06
3,602,791
8,082,360
0.52256
0.503224
0.466478
0.030299
ACI
2022-05-13
2,859,102
7,479,847
0.43806
0.440817
0.527429
0.031754
ACI
2022-05-20
6,064,380
12,124,717
0.434836
0.544823
0.436591
0.018586
ACI
2022-05-27
4,798,360
12,929,832
0.416959
0.450869
0.488077
0.061054
ACI
2022-06-03
1,615,525
4,761,736
0.419535
0.396359
0.583234
0.020407
ACI
2022-06-10
2,874,016
7,495,875
0.462865
0.466324
0.514719
0.018957
ACI
2022-06-17
4,723,444
10,742,278
0.454964
0.376638
0.606654
0.016708
ACI
2022-06-24
3,273,902
7,812,644
0.507492
0.466569
0.514019
0.019411
ACI
2022-07-01
5,071,038
14,722,404
0.393559
0.47107
0.507632
0.021298
ACI
2022-07-08
5,034,654
14,695,585
0.407012
0.341733
0.64247
0.015797
ACI
2022-07-15
2,294,907
9,036,089
0.360652
0.3791
0.59451
0.02639
ACI
2022-07-22
2,793,924
11,521,173
0.28647
0.40795
0.531485
0.060565
ACI
2022-07-29
3,216,961
14,698,169
0.323799
0.452024
0.519711
0.028265
ACI
2022-08-05
2,268,967
9,459,875
0.359183
0.420507
0.555931
0.023562
ACI
2022-08-12
5,629,965
17,411,971
0.379703
0.411574
0.570795
0.01763
ACI
2022-08-19
2,166,214
7,386,968
0.321832
0.399435
0.578935
0.02163
ACI
2022-08-26
1,552,714
5,276,420
0.369939
0.5054
0.477432
0.017168