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
ACET
2018-05-11
2,255,004
3,864,792
0.530348
0.832441
0.159059
0.0085
ACET
2018-05-18
901,718
1,375,753
0.660221
0.77094
0.209133
0.019927
ACET
2018-05-25
831,447
1,505,127
0.559013
0.771225
0.213742
0.015032
ACET
2018-06-01
1,128,197
1,534,755
0.766664
0.81541
0.169695
0.014895
ACET
2018-06-08
1,609,354
3,304,191
0.634186
0.742156
0.236885
0.020959
ACET
2018-06-15
1,059,824
2,181,010
0.631456
0.723688
0.262734
0.013577
ACET
2018-06-22
796,236
1,425,443
0.609526
0.675876
0.293861
0.030263
ACET
2018-06-29
703,219
1,590,057
0.421576
0.594093
0.389457
0.01645
ACET
2018-07-06
585,688
1,257,742
0.484944
0.719955
0.252365
0.027679
ACET
2018-07-13
366,860
821,938
0.469344
0.64098
0.328755
0.030264
ACET
2018-07-20
479,623
1,087,635
0.436797
0.763004
0.221355
0.015641
ACET
2018-07-27
393,946
877,775
0.492835
0.709851
0.267016
0.023132
ACET
2018-08-03
154,955
391,484
0.524087
0.684635
0.291407
0.023958
ACET
2018-08-10
169,017
410,597
0.424913
0.759554
0.2007
0.039746
ACET
2018-08-17
198,124
451,184
0.464665
0.745201
0.241888
0.012911
ACET
2018-08-24
179,679
547,598
0.388767
0.7895
0.197589
0.012912
ACET
2018-08-31
298,313
761,535
0.468859
0.794505
0.195528
0.009966
ACET
2018-09-07
149,477
414,621
0.324246
0.684308
0.303776
0.011916
ACET
2018-09-14
367,236
828,746
0.490549
0.754432
0.237099
0.008468
ACET
2018-09-21
156,421
532,420
0.374009
0.768741
0.220957
0.010302
ACET
2018-09-28
2,419,264
3,438,603
0.603228
0.845863
0.140994
0.013142
ACET
2018-10-05
2,051,870
4,225,233
0.503587
0.793533
0.193493
0.012974
ACET
2018-10-12
699,507
1,494,458
0.449048
0.756678
0.2392
0.004122
ACET
2018-10-19
501,280
943,541
0.494106
0.769377
0.223083
0.00754
ACET
2018-10-26
436,337
887,885
0.445048
0.81697
0.167133
0.015896
ACET
2018-11-02
367,628
844,395
0.438684
0.754415
0.238142
0.007443
ACET
2018-11-09
765,713
1,496,621
0.579894
0.745222
0.189424
0.065354
ACET
2018-11-16
509,558
1,001,431
0.480496
0.816661
0.150984
0.032356
ACET
2018-11-23
207,631
428,572
0.585559
0.784972
0.104676
0.110352
ACET
2018-11-30
248,793
521,212
0.471691
0.827367
0.116714
0.055919
ACET
2018-12-07
286,441
540,539
0.549907
0.73916
0.214509
0.04633
ACET
2018-12-14
400,241
946,322
0.451571
0.837274
0.131775
0.030952
ACET
2018-12-21
582,544
1,273,748
0.453373
0.798731
0.177761
0.023508
ACET
2018-12-28
942,875
1,484,245
0.571694
0.826424
0.167821
0.005755
ACET
2019-01-04
559,058
1,099,016
0.534015
0.856924
0.140893
0.002183
ACET
2019-01-11
545,497
1,057,167
0.475188
0.872727
0.111607
0.015666
ACET
2019-01-18
523,630
1,053,314
0.448498
0.861572
0.125675
0.012753
ACET
2019-01-25
221,660
324,260
0.616033
0.759272
0.204227
0.036501
ACET
2019-02-01
313,335
512,136
0.601133
0.850836
0.131921
0.017243
ACET
2019-02-08
1,144,778
2,078,704
0.593678
0.821988
0.166219
0.011793
ACET
2019-02-15
1,212,308
2,095,271
0.59183
0.867197
0.112256
0.020546
ACET
2019-02-22
7,052,761
21,720,597
0.449639
0.745483
0.207495
0.047022
ACET
2019-03-01
29,689,941
61,230,757
0.542276
0.7139
0.261442
0.024658
ACET
2019-03-08
4,971,569
15,020,889
0.38033
0.772082
0.213695
0.014223
ACET
2019-03-15
14,657,183
28,819,146
0.588083
0.79611
0.191964
0.011926
ACET
2019-03-22
5,003,490
9,311,372
0.553985
0.766394
0.233175
0.000431
ACET
2019-03-29
4,496,217
8,983,391
0.562358
0.788351
0.204873
0.006776
ACET
2019-04-05
2,742,201
5,739,173
0.502796
0.808725
0.187289
0.003986
ACET
2020-09-18
122,318
224,250
0.49901
0.854727
0.133514
0.011759
ACET
2020-09-25
1,335,099
2,361,761
0.639943
0.807949
0.180201
0.01185
ACET
2020-10-02
136,175
449,425
0.562126
0.784904
0.205645
0.009451
ACET
2020-10-09
53,514
103,361
0.639765
0.807158
0.174134
0.018708
ACET
2020-10-16
88,160
168,418
0.622902
0.824514
0.141811
0.033674
ACET
2020-10-23
58,251
132,613
0.555752
0.732298
0.237361
0.030341
ACET
2020-10-30
66,428
131,125
0.616351
0.706961
0.24289
0.050149
ACET
2020-11-06
51,665
166,303
0.378779
0.497496
0.252167
0.250337
ACET
2020-11-13
55,582
147,905
0.570853
0.611736
0.260395
0.127869
ACET
2020-11-20
40,748
112,354
0.465906
0.630606
0.2775
0.091894
ACET
2020-11-27
24,141
66,985
0.453622
0.702413
0.21466
0.082927
ACET
2020-12-04
59,905
167,586
0.440926
0.747228
0.179485
0.073287
ACET
2020-12-11
67,968
182,645
0.514609
0.666095
0.285129
0.048776
ACET
2020-12-18
125,465
240,156
0.47514
0.750183
0.187854
0.061963
ACET
2020-12-25
97,248
214,425
0.436111
0.569461
0.330841
0.099698
ACET
2021-01-01
44,886
89,597
0.521199
0.710355
0.209093
0.080552
ACET
2021-01-08
54,990
152,241
0.482492
0.697091
0.251668
0.051241
ACET
2021-01-15
41,680
129,101
0.416145
0.660012
0.252897
0.087091
ACET
2021-01-22
72,296
231,811
0.49921
0.677037
0.284612
0.038351
ACET
2021-01-29
78,587
147,341
0.586242
0.726174
0.227808
0.046018
ACET
2021-02-05
97,475
202,716
0.543801
0.772102
0.199679
0.028219
ACET
2021-02-12
607,479
1,289,982
0.52475
0.73049
0.228905
0.040605
ACET
2021-02-19
219,981
848,702
0.399271
0.769367
0.19174
0.038893
ACET
2021-02-26
163,903
467,876
0.480057
0.521818
0.318034
0.160148
ACET
2021-03-05
190,600
550,767
0.471114
0.682288
0.22046
0.097252
ACET
2021-03-12
136,507
404,503
0.529998
0.664524
0.284935
0.050541
ACET
2021-03-19
214,779
454,524
0.532071
0.68622
0.260025
0.053755
ACET
2021-03-26
152,352
274,137
0.708071
0.622071
0.315694
0.062235
ACET
2021-04-02
174,909
307,399
0.608027
0.56925
0.368702
0.062048
ACET
2021-04-09
151,113
266,514
0.6233
0.711059
0.219057
0.069884
ACET
2021-04-16
107,184
319,870
0.482303
0.68155
0.242781
0.075668
ACET
2021-04-23
104,138
205,998
0.589719
0.685202
0.251491
0.063307
ACET
2021-04-30
125,812
284,699
0.508285
0.622105
0.274049
0.103846
ACET
2021-05-07
129,880
302,788
0.555364
0.532274
0.275276
0.19245
ACET
2021-05-14
86,971
186,744
0.533034
0.575606
0.223628
0.200766
ACET
2021-05-21
110,638
215,362
0.545397
0.675079
0.266132
0.058789
ACET
2021-05-28
72,279
171,670
0.507287
0.614372
0.305142
0.080486
ACET
2021-06-04
102,995
263,647
0.407163
0.70575
0.214328
0.079922
ACET
2021-06-11
96,571
337,947
0.381065
0.706853
0.209284
0.083863
ACET
2021-06-18
129,452
443,427
0.394542
0.686489
0.237441
0.076069
ACET
2021-06-25
245,020
759,988
0.450905
0.671041
0.241282
0.087677
ACET
2021-07-02
287,744
628,599
0.62079
0.647833
0.227429
0.124739
ACET
2021-07-09
95,070
167,143
0.599294
0.72354
0.205009
0.071452
ACET
2021-07-16
129,205
252,916
0.571873
0.725159
0.190015
0.084826
ACET
2021-07-23
144,991
360,007
0.58191
0.611529
0.341477
0.046994
ACET
2021-07-30
89,920
435,948
0.440918
0.609367
0.316456
0.074177
ACET
2021-08-06
81,952
462,754
0.488342
0.623573
0.290872
0.085556
ACET
2021-08-13
120,200
393,009
0.449069
0.687517
0.238117
0.074367
ACET
2021-08-20
125,956
311,808
0.495144
0.680216
0.260796
0.058988
ACET
2021-08-27
76,689
279,774
0.469336
0.69717
0.252506
0.050324
ACET
2021-09-03
56,092
175,146
0.528644
0.720113
0.190004
0.089883
ACET
2021-09-10
87,226
150,301
0.649414
0.619819
0.28531
0.094871