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
ACDC
2024-10-04
206,367
343,769
0.612073
0.0377
0.928147
0.034152
ACDC
2024-10-11
220,734
313,609
0.635967
0.036706
0.903689
0.059605
ACDC
2024-10-18
158,602
203,195
0.756076
0.080768
0.915307
0.003926
ACDC
2024-10-25
216,212
286,053
0.747088
0.024952
0.971236
0.003812
ACDC
2024-11-01
124,907
155,797
0.761503
0.017914
0.981938
0.000148
ACDC
2024-11-08
247,742
416,984
0.617468
0.010165
0.980458
0.009377
ACDC
2024-11-15
160,558
218,811
0.733857
0.020281
0.978027
0.001691
ACDC
2024-11-22
108,970
231,748
0.511222
0.042701
0.95422
0.003079
ACDC
2024-11-29
102,694
156,726
0.651078
0.027925
0.970724
0.001351
ACDC
2024-12-06
176,728
257,625
0.837185
0.019293
0.966592
0.014115
ACDC
2024-12-13
95,517
148,447
0.639765
0.02595
0.971429
0.002621
ACDC
2024-12-20
111,653
151,276
0.804585
0.028357
0.954854
0.016789
ACDC
2024-12-27
51,367
103,015
0.694442
0.00754
0.939969
0.052491
ACDC
2025-01-03
100,381
127,162
0.711471
0.005959
0.972388
0.021653
ACDC
2025-01-10
82,542
130,338
0.72987
0.032092
0.867686
0.100223
ACDC
2025-01-17
123,214
165,295
0.668108
0.026742
0.964534
0.008725
ACDC
2025-01-24
79,900
99,265
0.682759
0.031145
0.953932
0.014923
ACDC
2025-01-31
95,330
145,357
0.687336
0.041416
0.953886
0.004698
ACDC
2025-02-07
107,758
124,722
0.848778
0.04142
0.942924
0.015656
ACDC
2025-02-14
99,878
118,145
0.788556
0.012916
0.987044
0.000041
ACDC
2025-02-21
81,861
106,070
0.644499
0.010174
0.981631
0.008195
ACDC
2025-02-28
121,567
144,903
0.789977
0.01648
0.981511
0.002009
ACDC
2025-03-07
222,357
297,228
0.681653
0.02406
0.974458
0.001482
ACDC
2025-03-14
137,677
161,741
0.799049
0.025983
0.971404
0.002613
ACDC
2025-03-21
124,515
140,615
0.822831
0.016638
0.983362
0
ACDC
2025-03-28
132,932
160,392
0.831501
0.043853
0.955816
0.000331
ACDC
2025-04-04
49,316
55,017
0.734503
0.019708
0.977069
0.003223
ACEL
2013-04-05
10,999
21,073
0.538343
1
0
0
ACEL
2013-04-12
24,797
39,818
0.815281
1
0
0
ACEL
2013-04-19
7,037
13,553
0.495681
1
0
0
ACEL
2013-05-03
5,999
13,999
0.428531
1
0
0
ACEL
2013-05-17
64,102
118,827
0.470548
1
0
0
ACEL
2013-05-24
4,999
6,199
0.80642
1
0
0
ACEL
2013-06-07
9,998
9,998
1
1
0
0
ACEL
2013-06-14
49,499
175,100
0.222757
1
0
0
ACEL
2013-06-21
4,999
5,499
0.909074
1
0
0
ACEL
2019-11-22
193,614
390,002
0.529947
0.69609
0.299824
0.004086
ACEL
2019-11-29
332,355
525,629
0.784768
0.621095
0.369472
0.009433
ACEL
2019-12-06
639,251
986,495
0.647012
0.805561
0.186709
0.00773
ACEL
2019-12-13
502,204
1,566,303
0.386077
0.559979
0.353199
0.086822
ACEL
2019-12-20
694,201
1,842,370
0.489548
0.409122
0.538697
0.052181
ACEL
2019-12-27
95,898
273,909
0.474772
0.425911
0.540126
0.033964
ACEL
2020-01-03
63,612
173,546
0.463041
0.628458
0.315869
0.055673
ACEL
2020-01-10
106,276
363,705
0.482989
0.498904
0.485411
0.015685
ACEL
2020-01-17
128,970
345,018
0.507296
0.482508
0.430051
0.087441
ACEL
2020-01-24
96,216
218,453
0.441872
0.614479
0.286941
0.09858
ACEL
2020-01-31
186,277
459,099
0.476133
0.387849
0.551959
0.060191
ACEL
2020-02-07
225,563
508,338
0.460998
0.494549
0.489149
0.016302
ACEL
2020-02-14
202,617
1,692,758
0.288323
0.579095
0.37571
0.045194
ACEL
2020-02-21
222,194
489,828
0.442476
0.690039
0.300432
0.009529
ACEL
2020-02-28
330,881
977,326
0.472315
0.435886
0.554431
0.009683
ACEL
2020-03-06
312,898
768,704
0.451402
0.418596
0.513586
0.067819
ACEL
2020-03-13
441,811
1,183,176
0.565954
0.504161
0.432492
0.063347
ACEL
2020-03-20
479,179
1,239,179
0.54631
0.596086
0.367174
0.03674
ACEL
2020-03-27
599,215
1,106,418
0.638618
0.607811
0.357971
0.034218
ACEL
2020-04-03
432,419
622,284
0.66759
0.505377
0.433329
0.061295
ACEL
2020-04-10
277,056
511,857
0.536355
0.601095
0.343257
0.055648
ACEL
2020-04-17
436,127
705,612
0.691197
0.531094
0.385731
0.083175
ACEL
2020-04-24
261,203
425,650
0.596553
0.504924
0.400278
0.094798
ACEL
2020-05-01
348,453
736,063
0.506002
0.548254
0.345686
0.10606
ACEL
2020-05-08
434,555
1,683,171
0.569179
0.52692
0.403986
0.069094
ACEL
2020-05-15
1,032,896
2,070,773
0.60087
0.611154
0.342087
0.046759
ACEL
2020-05-22
511,171
1,348,406
0.557016
0.45495
0.482022
0.063028
ACEL
2020-05-29
509,137
1,406,054
0.484822
0.412528
0.55034
0.037132
ACEL
2020-06-05
529,926
1,482,450
0.442638
0.449117
0.497683
0.0532
ACEL
2020-06-12
671,984
1,316,614
0.456962
0.378931
0.527263
0.093806
ACEL
2020-06-19
1,918,164
4,933,468
0.431648
0.42191
0.557995
0.020095
ACEL
2020-06-26
2,494,517
6,067,862
0.548815
0.412719
0.565023
0.022258
ACEL
2020-07-03
759,810
1,066,731
0.661776
0.340079
0.629124
0.030797
ACEL
2020-07-10
517,356
830,626
0.638786
0.382989
0.546649
0.070362
ACEL
2020-07-17
1,610,697
2,134,102
0.675527
0.486411
0.472113
0.041475
ACEL
2020-07-24
864,134
1,672,573
0.642464
0.397235
0.568478
0.034287
ACEL
2020-07-31
660,596
989,608
0.654091
0.370239
0.586097
0.043665
ACEL
2020-08-07
1,303,932
2,293,749
0.628462
0.414992
0.542823
0.042185
ACEL
2020-08-14
904,569
1,494,363
0.598202
0.549478
0.414974
0.035548
ACEL
2020-08-21
1,045,852
2,555,724
0.458615
0.417886
0.483593
0.098521
ACEL
2020-08-28
781,785
1,831,041
0.54475
0.381076
0.534268
0.084656
ACEL
2020-09-04
1,734,489
2,617,297
0.587208
0.317254
0.649849
0.032897
ACEL
2020-09-11
609,698
1,421,584
0.508318
0.351342
0.608861
0.039797
ACEL
2020-09-18
702,692
1,895,996
0.495196
0.285355
0.665297
0.049348
ACEL
2020-09-25
1,282,483
3,436,378
0.459927
0.399552
0.551795
0.048653
ACEL
2020-10-02
570,125
1,466,844
0.464275
0.289096
0.657967
0.052937
ACEL
2020-10-09
457,816
1,259,055
0.425624
0.263529
0.688877
0.047594
ACEL
2020-10-16
419,540
904,278
0.49862
0.376911
0.588041
0.035049
ACEL
2020-10-23
291,877
662,018
0.421355
0.238716
0.713559
0.047725
ACEL
2020-10-30
507,570
1,088,042
0.465151
0.288194
0.674585
0.037221
ACEL
2020-11-06
495,494
1,070,786
0.486687
0.377373
0.528765
0.093862
ACEL
2020-11-13
805,605
1,702,079
0.518917
0.436991
0.471312
0.091697
ACEL
2020-11-20
557,797
1,118,677
0.549933
0.34407
0.594898
0.061033
ACEL
2020-11-27
446,970
992,592
0.554897
0.354121
0.580703
0.065175
ACEL
2020-12-04
2,401,922
3,071,701
0.577137
0.330985
0.648184
0.020831
ACEL
2020-12-11
895,133
1,615,332
0.475765
0.445271
0.532009
0.02272
ACEL
2020-12-18
2,116,665
3,781,978
0.545346
0.44005
0.533119
0.026831
ACEL
2020-12-25
444,046
1,083,786
0.4521
0.40873
0.556358
0.034912
ACEL
2021-01-01
423,100
938,878
0.547603
0.40149
0.562757
0.035753
ACEL
2021-01-08
530,881
1,170,954
0.46395
0.453956
0.499567
0.046477
ACEL
2021-01-15
400,866
936,139
0.518228
0.420648
0.538091
0.041261
ACEL
2021-01-22
281,453
617,427
0.586288
0.370312
0.596755
0.032933
ACEL
2021-01-29
569,217
1,010,138
0.618095
0.450859
0.518233
0.030908
ACEL
2021-02-05
305,712
672,939
0.473064
0.423362
0.566262
0.010376