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
ADC
2021-09-17
789,589
1,669,691
0.613622
0.296088
0.632997
0.070915
ADC
2021-09-24
645,007
1,573,396
0.495479
0.373099
0.58882
0.038081
ADC
2021-10-01
774,421
1,594,692
0.487351
0.347785
0.614367
0.037848
ADC
2021-10-08
816,388
1,646,971
0.547529
0.335416
0.632394
0.03219
ADC
2021-10-15
526,342
1,100,591
0.492143
0.306249
0.661162
0.032589
ADC
2021-10-22
453,291
1,072,306
0.492421
0.386275
0.574644
0.039081
ADC
2021-10-29
688,709
1,389,508
0.584604
0.30532
0.611581
0.083099
ADC
2021-11-05
920,360
1,803,594
0.552148
0.360862
0.589297
0.04984
ADC
2021-11-12
481,191
973,992
0.566651
0.36968
0.590646
0.039674
ADC
2021-11-19
1,147,842
2,043,607
0.549889
0.290523
0.681658
0.027819
ADC
2021-11-26
593,185
1,220,053
0.582545
0.456293
0.501994
0.041713
ADC
2021-12-03
1,168,921
2,129,235
0.569766
0.40644
0.561633
0.031926
ADC
2021-12-10
1,999,210
4,756,376
0.564669
0.37968
0.596603
0.023717
ADC
2021-12-17
1,499,413
3,627,190
0.449447
0.372203
0.604873
0.022924
ADC
2021-12-24
755,864
1,584,947
0.494905
0.389852
0.555234
0.054914
ADC
2021-12-31
658,894
1,523,993
0.483373
0.362732
0.612124
0.025144
ADC
2022-01-07
698,126
1,570,503
0.540416
0.347441
0.625519
0.02704
ADC
2022-01-14
893,804
1,491,791
0.616966
0.360337
0.597935
0.041728
ADC
2022-01-21
740,264
1,441,102
0.555705
0.393806
0.567739
0.038456
ADC
2022-01-28
938,269
2,135,457
0.492742
0.406899
0.556812
0.03629
ADC
2022-02-04
811,251
1,865,161
0.515749
0.331392
0.642532
0.026076
ADC
2022-02-11
1,256,957
2,119,816
0.590152
0.296668
0.678866
0.024466
ADC
2022-02-18
856,031
1,938,590
0.439192
0.422423
0.555462
0.022115
ADC
2022-02-25
949,432
1,812,391
0.585236
0.440405
0.528159
0.031436
ADC
2022-03-04
889,558
1,791,490
0.536228
0.333287
0.637343
0.02937
ADC
2022-03-11
1,086,327
1,983,050
0.549453
0.355887
0.619441
0.024671
ADC
2022-03-18
1,053,392
2,068,562
0.562415
0.313399
0.662149
0.024452
ADC
2022-03-25
1,035,474
1,665,186
0.689167
0.350497
0.624671
0.024832
ADC
2022-04-01
1,470,352
4,285,877
0.572864
0.336548
0.631979
0.031473
ADC
2022-04-08
1,453,149
2,245,265
0.659867
0.41075
0.562006
0.027244
ADC
2022-04-15
1,075,220
1,930,277
0.633788
0.479654
0.497846
0.022501
ADC
2022-04-22
1,385,992
2,475,431
0.598762
0.383814
0.596211
0.019975
ADC
2022-04-29
1,184,598
2,076,451
0.622409
0.397331
0.576247
0.026422
ADC
2022-05-06
1,535,065
2,334,329
0.705747
0.46548
0.504207
0.030313
ADC
2022-05-13
2,010,863
3,100,718
0.680237
0.48428
0.48367
0.03205
ADC
2022-05-20
1,483,285
2,668,665
0.617489
0.381334
0.587691
0.030975
ADC
2022-05-27
1,998,059
4,921,959
0.501082
0.482563
0.461672
0.055765
ADC
2022-06-03
1,015,109
2,569,013
0.458281
0.355694
0.612057
0.032249
ADC
2022-06-10
911,177
2,195,766
0.447047
0.367977
0.594143
0.03788
ADC
2022-06-17
2,098,256
3,962,027
0.577833
0.332289
0.643369
0.024342
ADC
2022-06-24
1,602,207
2,875,468
0.588961
0.270614
0.704502
0.024884
ADC
2022-07-01
1,394,501
2,869,658
0.546083
0.305933
0.653348
0.040719
ADC
2022-07-08
842,183
1,907,351
0.525144
0.262309
0.705246
0.032445
ADC
2022-07-15
1,505,537
2,463,538
0.676756
0.32816
0.634391
0.037449
ADC
2022-07-22
1,192,956
2,335,868
0.548699
0.309318
0.64126
0.049422
ADC
2022-07-29
752,316
1,888,300
0.454567
0.337195
0.626072
0.036733
ADC
2022-08-05
1,197,811
2,347,426
0.525293
0.379126
0.560546
0.060328
ADC
2022-08-12
1,060,397
1,786,633
0.614669
0.359874
0.60965
0.030476
ADC
2022-08-19
953,458
1,695,161
0.548962
0.316064
0.649518
0.034418
ADC
2022-08-26
934,883
1,585,343
0.578665
0.42323
0.550149
0.026621
ADC
2022-09-02
1,165,467
2,023,913
0.64804
0.369069
0.59397
0.036961
ADC
2022-09-09
1,283,832
2,281,481
0.581734
0.385829
0.56624
0.047931
ADC
2022-09-16
2,811,843
4,670,010
0.528052
0.349822
0.630096
0.020083
ADC
2022-09-23
1,908,648
2,631,771
0.700572
0.312394
0.658899
0.028708
ADC
2022-09-30
3,114,595
6,001,075
0.60216
0.387075
0.514976
0.097949
ADC
2022-10-07
1,758,756
3,466,964
0.568815
0.338617
0.578926
0.082456
ADC
2022-10-14
1,337,692
2,331,373
0.622652
0.326077
0.587425
0.086497
ADC
2022-10-21
1,174,814
2,194,365
0.559839
0.340028
0.629406
0.030567
ADC
2022-10-28
994,078
2,024,685
0.57414
0.345785
0.617856
0.036358
ADC
2022-11-04
1,234,126
2,154,640
0.557018
0.328692
0.644318
0.02699
ADC
2022-11-11
1,927,540
3,523,268
0.520642
0.362197
0.602686
0.035116
ADC
2022-11-18
1,314,723
2,695,134
0.421431
0.48621
0.491907
0.021883
ADC
2022-11-25
1,664,465
2,280,110
0.468876
0.312799
0.679358
0.007843
ADC
2022-12-02
1,818,091
3,211,926
0.487931
0.333657
0.648281
0.018062
ADC
2022-12-09
1,806,711
2,962,386
0.539217
0.426734
0.559285
0.013981
ADC
2022-12-16
3,670,263
6,837,181
0.524013
0.418808
0.566886
0.014306
ADC
2022-12-23
1,922,527
2,497,420
0.696236
0.355524
0.63062
0.013856
ADC
2022-12-30
932,570
1,482,393
0.663416
0.280434
0.698717
0.020849
ADC
2023-01-06
936,613
1,647,684
0.616582
0.433189
0.540888
0.025923
ADC
2023-01-13
1,320,828
2,289,151
0.536195
0.304225
0.661373
0.034402
ADC
2023-01-20
1,940,808
2,474,215
0.586236
0.216932
0.763615
0.019453
ADC
2023-01-27
911,063
1,752,214
0.49558
0.384397
0.594557
0.021047
ADC
2023-02-03
3,911,848
11,356,025
0.665891
0.430909
0.543346
0.025745
ADC
2023-02-10
1,582,901
3,456,886
0.453948
0.451686
0.524404
0.02391
ADC
2023-02-17
1,445,362
2,955,744
0.530697
0.398682
0.573712
0.027606
ADC
2023-02-24
1,005,201
1,874,238
0.557748
0.353815
0.622229
0.023956
ADC
2023-03-03
1,576,215
3,629,561
0.538601
0.372409
0.606596
0.020994
ADC
2023-03-10
1,287,172
2,370,682
0.611832
0.433001
0.544979
0.02202
ADC
2023-03-17
2,232,277
4,047,889
0.62271
0.392107
0.581661
0.026232
ADC
2023-03-24
1,481,800
2,525,193
0.566728
0.387001
0.589623
0.023376
ADC
2023-03-31
1,461,870
2,424,346
0.633581
0.3594
0.621554
0.019045
ADC
2023-04-07
871,512
1,573,358
0.568185
0.368235
0.610602
0.021164
ADC
2023-04-14
1,239,664
2,431,971
0.544447
0.427445
0.55182
0.020735
ADC
2023-04-21
803,505
1,598,951
0.616874
0.435015
0.543402
0.021582
ADC
2023-04-28
1,331,800
2,121,998
0.620593
0.403056
0.574576
0.022368
ADC
2023-05-05
1,220,694
2,270,394
0.588257
0.372744
0.60131
0.025946
ADC
2023-05-12
1,115,244
1,878,540
0.65318
0.456127
0.519658
0.024214
ADC
2023-05-19
1,958,979
2,788,846
0.681563
0.429429
0.552859
0.017712
ADC
2023-05-26
1,217,447
2,085,384
0.646159
0.414498
0.55933
0.026172
ADC
2023-06-02
1,187,391
1,970,437
0.579106
0.325557
0.660411
0.014033
ADC
2023-06-09
1,169,285
1,864,484
0.577933
0.375769
0.621036
0.003196
ADC
2023-06-16
2,230,660
3,169,069
0.591598
0.302132
0.696193
0.001674
ADC
2023-06-23
3,514,548
8,844,259
0.712191
0.315381
0.680925
0.003694
ADC
2023-06-30
860,359
2,322,725
0.416602
0.290264
0.705783
0.003953
ADC
2023-07-07
530,275
1,180,058
0.528484
0.018075
0.974453
0.007472
ADC
2023-07-14
548,407
1,315,919
0.464979
0.019473
0.971004
0.009523
ADC
2023-07-21
911,387
1,670,712
0.514828
0.020693
0.973754
0.005553
ADC
2023-07-28
797,439
1,535,182
0.55717
0.023402
0.972495
0.004102
ADC
2023-08-04
1,206,428
2,520,031
0.455438
0.018984
0.974378
0.006638
ADC
2023-08-11
496,291
1,209,739
0.499648
0.023729
0.971865
0.004406