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
ABM
2021-04-02
614,813
1,490,408
0.522669
0.339807
0.620613
0.03958
ABM
2021-04-09
753,285
1,563,567
0.593259
0.318244
0.620786
0.06097
ABM
2021-04-16
630,831
1,239,787
0.651054
0.370801
0.589317
0.039882
ABM
2021-04-23
853,615
1,371,711
0.656462
0.343186
0.618924
0.03789
ABM
2021-04-30
1,132,774
2,858,863
0.614027
0.303383
0.659706
0.036911
ABM
2021-05-07
697,230
1,544,612
0.503287
0.318654
0.585756
0.09559
ABM
2021-05-14
704,262
1,245,281
0.591268
0.298433
0.608324
0.093243
ABM
2021-05-21
656,324
1,406,727
0.570766
0.363117
0.591899
0.044984
ABM
2021-05-28
508,123
1,241,477
0.577618
0.371496
0.59148
0.037025
ABM
2021-06-04
457,065
850,679
0.605358
0.381834
0.582743
0.035423
ABM
2021-06-11
960,891
1,651,983
0.633943
0.410968
0.551374
0.037658
ABM
2021-06-18
763,972
1,722,617
0.488089
0.271408
0.700233
0.028359
ABM
2021-06-25
599,988
1,703,216
0.471336
0.343412
0.621679
0.034909
ABM
2021-07-02
829,529
1,852,876
0.501703
0.355072
0.582238
0.06269
ABM
2021-07-09
801,590
1,715,767
0.569407
0.390564
0.576361
0.033075
ABM
2021-07-16
1,323,532
2,945,329
0.483802
0.357312
0.579991
0.062697
ABM
2021-07-23
1,124,362
1,933,058
0.596728
0.36467
0.601953
0.033378
ABM
2021-07-30
1,419,067
2,635,411
0.723022
0.308371
0.661148
0.030481
ABM
2021-08-06
1,012,564
1,798,198
0.645895
0.332175
0.632302
0.035522
ABM
2021-08-13
468,642
883,022
0.679296
0.335744
0.63611
0.028146
ABM
2021-08-20
1,072,427
1,621,384
0.651984
0.333177
0.647638
0.019185
ABM
2021-08-27
814,515
1,405,409
0.637771
0.367165
0.607894
0.024941
ABM
2021-09-03
1,019,437
1,567,768
0.673535
0.350674
0.621918
0.027408
ABM
2021-09-10
1,082,011
1,603,239
0.716053
0.40236
0.542323
0.055317
ABM
2021-09-17
1,128,850
2,343,476
0.661937
0.361392
0.587604
0.051004
ABM
2021-09-24
474,456
928,850
0.521207
0.298679
0.666485
0.034836
ABM
2021-10-01
655,529
1,113,266
0.569741
0.346611
0.613742
0.039647
ABM
2021-10-08
638,706
993,187
0.706507
0.317664
0.650735
0.031601
ABM
2021-10-15
570,726
859,298
0.620495
0.328004
0.649713
0.022284
ABM
2021-10-22
594,007
933,827
0.594925
0.315649
0.657647
0.026705
ABM
2021-10-29
653,924
1,215,344
0.607754
0.279367
0.6496
0.071033
ABM
2021-11-05
615,957
1,231,173
0.56858
0.289129
0.680309
0.030562
ABM
2021-11-12
512,059
943,719
0.614445
0.296695
0.666803
0.036502
ABM
2021-11-19
773,766
1,320,225
0.685509
0.342402
0.634014
0.023584
ABM
2021-11-26
441,346
739,509
0.643769
0.363411
0.603603
0.032986
ABM
2021-12-03
799,886
1,496,776
0.540453
0.236023
0.73719
0.026787
ABM
2021-12-10
594,758
1,368,408
0.41472
0.309454
0.658169
0.032376
ABM
2021-12-17
1,395,583
3,423,146
0.573528
0.402058
0.572116
0.025826
ABM
2021-12-24
868,929
1,482,284
0.652743
0.379264
0.567433
0.053303
ABM
2021-12-31
520,375
1,110,765
0.534269
0.410189
0.56201
0.027801
ABM
2022-01-07
1,088,346
1,994,961
0.591892
0.336396
0.636306
0.027297
ABM
2022-01-14
1,364,892
2,179,028
0.629662
0.312163
0.656823
0.031015
ABM
2022-01-21
881,239
1,380,610
0.691315
0.358269
0.617806
0.023925
ABM
2022-01-28
1,433,088
2,175,732
0.733892
0.311373
0.656015
0.032612
ABM
2022-02-04
1,649,992
2,627,805
0.789117
0.298694
0.67465
0.026656
ABM
2022-02-11
681,603
1,111,772
0.698714
0.335998
0.629222
0.03478
ABM
2022-02-18
934,732
1,597,697
0.714991
0.255832
0.718074
0.026094
ABM
2022-02-25
666,938
945,084
0.800482
0.267271
0.700804
0.031925
ABM
2022-03-04
1,034,787
1,478,898
0.730131
0.286841
0.690404
0.022754
ABM
2022-03-11
1,036,510
1,779,015
0.612733
0.315496
0.657136
0.027368
ABM
2022-03-18
1,280,107
2,021,285
0.659047
0.273195
0.692775
0.03403
ABM
2022-03-25
796,608
1,183,978
0.696499
0.270837
0.702609
0.026554
ABM
2022-04-01
1,242,533
1,956,473
0.682031
0.297301
0.677938
0.024761
ABM
2022-04-08
1,101,938
1,621,926
0.71301
0.366159
0.597112
0.036729
ABM
2022-04-15
792,637
1,467,386
0.693743
0.358232
0.612837
0.028931
ABM
2022-04-22
1,671,262
2,330,271
0.76395
0.405601
0.566322
0.028077
ABM
2022-04-29
2,741,296
4,558,342
0.681975
0.288473
0.68699
0.024537
ABM
2022-05-06
916,901
1,963,354
0.499812
0.288834
0.685805
0.025361
ABM
2022-05-13
1,045,681
1,873,438
0.590704
0.307716
0.667814
0.02447
ABM
2022-05-20
978,624
2,398,757
0.542895
0.301911
0.661131
0.036958
ABM
2022-05-27
482,939
1,143,525
0.495031
0.273017
0.67523
0.051753
ABM
2022-06-03
430,594
888,483
0.509227
0.276057
0.694871
0.029072
ABM
2022-06-10
1,351,130
2,599,861
0.497133
0.427477
0.545805
0.026718
ABM
2022-06-17
1,584,547
2,609,447
0.656829
0.331289
0.646873
0.021838
ABM
2022-06-24
1,321,597
2,179,235
0.672018
0.209674
0.747276
0.043051
ABM
2022-07-01
892,038
1,299,806
0.721856
0.248916
0.721487
0.029596
ABM
2022-07-08
490,119
829,652
0.617963
0.286663
0.680412
0.032925
ABM
2022-07-15
351,404
731,258
0.532484
0.279207
0.693263
0.02753
ABM
2022-07-22
653,618
1,296,731
0.609943
0.312776
0.633298
0.053926
ABM
2022-07-29
699,501
1,321,113
0.593596
0.303605
0.666525
0.02987
ABM
2022-08-05
501,076
860,497
0.550112
0.247042
0.726943
0.026014
ABM
2022-08-12
410,316
772,631
0.594603
0.260225
0.707706
0.032069
ABM
2022-08-19
604,697
875,694
0.760828
0.302159
0.654185
0.043655
ABM
2022-08-26
485,687
705,081
0.739183
0.309377
0.667708
0.022915
ABM
2022-09-02
457,521
739,752
0.667623
0.358151
0.619811
0.022039
ABM
2022-09-09
555,862
866,643
0.721203
0.362852
0.607626
0.029522
ABM
2022-09-16
1,167,659
2,451,043
0.672882
0.325911
0.631713
0.042376
ABM
2022-09-23
574,500
1,288,044
0.502579
0.25218
0.704993
0.042828
ABM
2022-09-30
826,213
1,457,429
0.54149
0.238895
0.681644
0.079461
ABM
2022-10-07
916,220
1,491,216
0.561282
0.287855
0.609381
0.102763
ABM
2022-10-14
671,461
1,102,075
0.61258
0.289679
0.628967
0.081354
ABM
2022-10-21
470,759
833,173
0.571003
0.260547
0.69917
0.040283
ABM
2022-10-28
476,770
885,378
0.538794
0.309393
0.644612
0.045996
ABM
2022-11-04
552,256
970,393
0.610662
0.273067
0.692182
0.034751
ABM
2022-11-11
426,939
723,420
0.62046
0.329453
0.632777
0.03777
ABM
2022-11-18
728,535
1,360,270
0.625517
0.37964
0.571487
0.048873
ABM
2022-11-25
288,503
420,022
0.733424
0.448485
0.517624
0.033891
ABM
2022-12-02
583,947
981,336
0.6489
0.381816
0.576063
0.04212
ABM
2022-12-09
484,788
989,292
0.566539
0.342417
0.615079
0.042504
ABM
2022-12-16
1,648,527
3,194,779
0.646971
0.427321
0.540811
0.031869
ABM
2022-12-23
642,091
1,183,902
0.563803
0.373602
0.543923
0.082475
ABM
2022-12-30
339,143
713,454
0.501118
0.329843
0.633204
0.036953
ABM
2023-01-06
501,987
831,547
0.633049
0.409927
0.552286
0.037787
ABM
2023-01-13
552,317
1,132,826
0.585756
0.445266
0.525513
0.029221
ABM
2023-01-20
337,133
642,132
0.603965
0.352185
0.623319
0.024496
ABM
2023-01-27
402,564
826,233
0.566876
0.364744
0.608316
0.026941
ABM
2023-02-03
700,868
1,172,626
0.634463
0.278314
0.697361
0.024325
ABM
2023-02-10
629,469
957,019
0.693071
0.35906
0.615832
0.025108
ABM
2023-02-17
637,878
888,385
0.744852
0.31321
0.667378
0.019413
ABM
2023-02-24
632,942
875,668
0.679304
0.28075
0.698695
0.020555