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
ABCB
2018-03-16
373,446
614,678
0.612098
0.648177
0.187787
0.164036
ABCB
2018-03-23
344,980
517,388
0.711277
0.662344
0.283254
0.054402
ABCB
2018-03-30
229,260
345,052
0.67929
0.713562
0.245647
0.040791
ABCB
2018-04-06
288,241
377,591
0.771392
0.729974
0.237966
0.03206
ABCB
2018-04-13
317,636
637,090
0.582931
0.743967
0.233014
0.023019
ABCB
2018-04-20
309,570
499,567
0.621398
0.752004
0.219818
0.028178
ABCB
2018-04-27
289,084
426,731
0.654
0.645053
0.209187
0.14576
ABCB
2018-05-04
291,238
434,768
0.678479
0.766045
0.181903
0.052051
ABCB
2018-05-11
317,539
423,221
0.7591
0.764506
0.209346
0.026148
ABCB
2018-05-18
318,809
434,194
0.803813
0.710174
0.266987
0.022838
ABCB
2018-05-25
422,934
543,108
0.797763
0.689096
0.286203
0.024701
ABCB
2018-06-01
359,363
811,284
0.663849
0.702372
0.269874
0.027753
ABCB
2018-06-08
274,906
523,494
0.569804
0.707572
0.260936
0.031492
ABCB
2018-06-15
483,185
679,493
0.707302
0.684727
0.29004
0.025233
ABCB
2018-06-22
324,530
571,056
0.64709
0.698489
0.271249
0.030263
ABCB
2018-06-29
316,554
435,417
0.793262
0.658051
0.3055
0.036449
ABCB
2018-07-06
406,560
1,283,869
0.553958
0.664424
0.310279
0.025297
ABCB
2018-07-13
412,626
1,795,782
0.385745
0.654116
0.313881
0.032003
ABCB
2018-07-20
366,983
1,058,682
0.453773
0.688329
0.287567
0.024104
ABCB
2018-07-27
251,629
791,260
0.367122
0.640781
0.333502
0.025717
ABCB
2018-08-03
944,943
2,950,829
0.472348
0.734603
0.249834
0.015563
ABCB
2018-08-10
396,400
844,611
0.660008
0.742464
0.243638
0.013898
ABCB
2018-08-17
338,750
629,954
0.652062
0.704858
0.279215
0.015926
ABCB
2018-08-24
363,773
717,844
0.598402
0.745754
0.244391
0.009855
ABCB
2018-08-31
327,961
701,718
0.571495
0.656012
0.320221
0.023767
ABCB
2018-09-07
285,503
536,461
0.639974
0.644854
0.330804
0.024342
ABCB
2018-09-14
445,921
795,406
0.614068
0.635231
0.33508
0.029689
ABCB
2018-09-21
712,864
1,354,071
0.614428
0.727381
0.247484
0.025135
ABCB
2018-09-28
345,735
589,265
0.602903
0.691046
0.281749
0.027205
ABCB
2018-10-05
290,199
501,751
0.592672
0.542054
0.43647
0.021476
ABCB
2018-10-12
425,143
898,062
0.53119
0.551066
0.433862
0.015071
ABCB
2018-10-19
397,317
1,146,394
0.468276
0.595079
0.389188
0.015733
ABCB
2018-10-26
428,755
835,482
0.563085
0.628146
0.360494
0.011361
ABCB
2018-11-02
199,177
388,012
0.545221
0.630154
0.345055
0.024791
ABCB
2018-11-09
327,032
490,849
0.679025
0.629778
0.272439
0.097783
ABCB
2018-11-16
457,205
927,022
0.64887
0.519786
0.374906
0.105308
ABCB
2018-11-23
132,496
286,693
0.605708
0.533954
0.381698
0.084348
ABCB
2018-11-30
169,220
373,107
0.538498
0.510465
0.396946
0.09259
ABCB
2018-12-07
357,522
797,922
0.493019
0.641507
0.305221
0.053272
ABCB
2018-12-14
271,079
667,239
0.444299
0.576417
0.367842
0.055741
ABCB
2018-12-21
1,150,254
2,899,689
0.517453
0.61504
0.323223
0.061737
ABCB
2018-12-28
531,951
1,122,331
0.604353
0.730254
0.229989
0.039757
ABCB
2019-01-04
332,405
652,847
0.534906
0.633115
0.315133
0.051752
ABCB
2019-01-11
374,000
836,156
0.543352
0.63488
0.307266
0.057854
ABCB
2019-01-18
421,415
812,117
0.585098
0.593438
0.358973
0.047589
ABCB
2019-01-25
461,799
1,006,081
0.618605
0.617097
0.33116
0.051742
ABCB
2019-02-01
646,863
1,187,423
0.650397
0.658016
0.276248
0.065736
ABCB
2019-02-08
343,808
806,944
0.578058
0.578117
0.349168
0.072715
ABCB
2019-02-15
425,278
726,593
0.670714
0.640943
0.276604
0.082454
ABCB
2019-02-22
492,887
711,286
0.715304
0.569855
0.226472
0.203672
ABCB
2019-03-01
568,608
725,486
0.77619
0.608303
0.250581
0.141116
ABCB
2019-03-08
456,346
716,397
0.700746
0.592489
0.345069
0.062442
ABCB
2019-03-15
484,185
643,177
0.713161
0.637968
0.259485
0.102548
ABCB
2019-03-22
700,086
1,152,215
0.666622
0.613747
0.337581
0.048672
ABCB
2019-03-29
409,946
654,986
0.671252
0.62622
0.307986
0.065793
ABCB
2019-04-05
262,949
533,466
0.498473
0.597842
0.326005
0.076153
ABCB
2019-04-12
311,655
473,047
0.707516
0.476421
0.3345
0.189079
ABCB
2019-04-19
219,791
346,007
0.700407
0.491599
0.319697
0.188704
ABCB
2019-04-26
678,443
1,108,276
0.668684
0.485082
0.317678
0.19724
ABCB
2019-05-03
505,311
767,690
0.662261
0.541068
0.294154
0.164778
ABCB
2019-05-10
410,989
592,446
0.668726
0.542687
0.272471
0.184843
ABCB
2019-05-17
378,364
558,609
0.729174
0.585231
0.290364
0.124405
ABCB
2019-05-24
354,642
480,890
0.720306
0.580711
0.259665
0.159625
ABCB
2019-05-31
298,859
446,546
0.748258
0.559816
0.331517
0.108666
ABCB
2019-06-07
352,823
534,839
0.702798
0.570428
0.336277
0.093295
ABCB
2019-06-14
348,171
686,983
0.639612
0.506871
0.333306
0.159823
ABCB
2019-06-21
438,187
697,631
0.669499
0.55684
0.33148
0.111681
ABCB
2019-06-28
820,368
1,261,885
0.62815
0.514746
0.386753
0.098501
ABCB
2019-07-05
905,066
1,931,069
0.613613
0.572357
0.324448
0.103195
ABCB
2019-07-12
552,036
1,196,982
0.520303
0.630798
0.297643
0.071559
ABCB
2019-07-19
438,011
854,001
0.60883
0.570547
0.323918
0.105534
ABCB
2019-07-26
350,109
1,013,358
0.470914
0.518621
0.362282
0.119097
ABCB
2019-08-02
503,538
933,671
0.601421
0.538634
0.361072
0.100294
ABCB
2019-08-09
297,927
567,756
0.484293
0.548128
0.371594
0.080278
ABCB
2019-08-16
270,511
769,278
0.491661
0.608695
0.32761
0.063695
ABCB
2019-08-23
275,845
596,421
0.529608
0.559601
0.335528
0.104871
ABCB
2019-08-30
280,810
534,480
0.550442
0.60344
0.286416
0.110144
ABCB
2019-09-06
258,196
535,877
0.513807
0.566883
0.257576
0.175541
ABCB
2019-09-13
687,140
1,364,103
0.566126
0.483624
0.338228
0.178148
ABCB
2019-09-20
528,978
960,830
0.568013
0.464137
0.397284
0.13858
ABCB
2019-09-27
823,442
1,250,086
0.718002
0.654177
0.255622
0.0902
ABCB
2019-10-04
662,331
1,149,370
0.671284
0.573371
0.316389
0.110239
ABCB
2019-10-11
426,766
720,402
0.66115
0.619399
0.281975
0.098626
ABCB
2019-10-18
648,843
1,077,795
0.612041
0.566487
0.314997
0.118516
ABCB
2019-10-25
805,351
1,491,330
0.624355
0.532026
0.336329
0.131645
ABCB
2019-11-01
589,837
1,008,362
0.673873
0.588497
0.27895
0.132552
ABCB
2019-11-08
362,955
787,570
0.499423
0.611476
0.288512
0.100013
ABCB
2019-11-15
323,130
517,684
0.642508
0.679624
0.232194
0.088183
ABCB
2019-11-22
511,770
882,370
0.676172
0.606496
0.31257
0.080934
ABCB
2019-11-29
244,506
342,265
0.700356
0.518814
0.336822
0.144364
ABCB
2019-12-06
632,032
905,484
0.628967
0.759974
0.186008
0.054018
ABCB
2019-12-13
396,916
864,486
0.503239
0.653254
0.208754
0.137993
ABCB
2019-12-20
468,547
832,821
0.549451
0.676574
0.207368
0.116058
ABCB
2019-12-27
115,748
210,033
0.626101
0.603987
0.278554
0.117459
ABCB
2020-01-03
309,283
476,774
0.643459
0.603835
0.288429
0.107736
ABCB
2020-01-10
360,815
542,011
0.707179
0.551501
0.353828
0.094671
ABCB
2020-01-17
455,697
680,985
0.705967
0.542338
0.249559
0.208103
ABCB
2020-01-24
516,701
698,045
0.713827
0.657216
0.267947
0.074837
ABCB
2020-01-31
608,272
1,064,295
0.668717
0.546356
0.254391
0.199254
ABCB
2020-02-07
409,928
688,045
0.565927
0.559679
0.333769
0.106553