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
ABUS
2024-04-26
240,737
322,260
0.762206
0.065649
0.92246
0.011891
ABUS
2024-05-03
208,424
366,553
0.5837
0.057043
0.920042
0.022915
ABUS
2024-05-10
214,810
330,601
0.579649
0.110484
0.884949
0.004567
ABUS
2024-05-17
139,189
190,542
0.72961
0.056329
0.927715
0.015956
ABUS
2024-05-24
359,547
637,607
0.615447
0.069922
0.923137
0.006941
ABUS
2024-05-31
250,717
330,762
0.735778
0.18453
0.809481
0.005989
ABUS
2024-06-07
461,896
744,963
0.583588
0.072198
0.920939
0.006863
ABUS
2024-06-14
446,574
574,740
0.758312
0.086514
0.90174
0.011746
ABUS
2024-06-21
268,670
322,258
0.81007
0.083229
0.911595
0.005175
ABUS
2024-06-28
256,578
334,031
0.804814
0.102671
0.869048
0.028281
ABUS
2024-07-05
200,143
260,874
0.75617
0.072417
0.882337
0.045246
ABUS
2024-07-12
378,657
521,684
0.805074
0.141914
0.824014
0.034071
ABUS
2024-07-19
364,843
503,637
0.78155
0.219144
0.744334
0.036522
ABUS
2024-07-26
262,338
340,202
0.733707
0.115685
0.868922
0.015393
ABUS
2024-08-02
260,217
400,297
0.682176
0.132979
0.85344
0.013581
ABUS
2024-08-09
205,955
382,045
0.574421
0.109558
0.867918
0.022524
ABUS
2024-08-16
156,553
245,244
0.716974
0.135529
0.835619
0.028851
ABUS
2024-08-23
225,331
377,444
0.61091
0.145111
0.803997
0.050892
ABUS
2024-08-30
150,857
224,148
0.717194
0.107575
0.841376
0.05105
ABUS
2024-09-06
421,723
777,296
0.597494
0.073932
0.919533
0.006535
ABUS
2024-09-13
413,413
631,535
0.675835
0.073119
0.906588
0.020293
ABUS
2024-09-20
447,010
618,885
0.736121
0.165285
0.812297
0.022418
ABUS
2024-09-27
307,042
394,601
0.805725
0.090015
0.865985
0.044
ABUS
2024-10-04
217,009
291,582
0.786423
0.092957
0.873881
0.033162
ABUS
2024-10-11
115,872
167,405
0.715424
0.065221
0.91667
0.018109
ABUS
2024-10-18
225,614
1,742,273
0.718762
0.057981
0.88174
0.06028
ABUS
2024-10-25
214,983
317,959
0.657674
0.183326
0.757095
0.059579
ABUS
2024-11-01
162,560
207,494
0.764865
0.044535
0.845433
0.110031
ABUS
2024-11-08
401,795
513,090
0.718805
0.073919
0.87796
0.048122
ABUS
2024-11-15
327,971
447,743
0.699197
0.156885
0.759605
0.08351
ABUS
2024-11-22
254,260
338,604
0.761853
0.118203
0.874037
0.00776
ABUS
2024-11-29
126,202
169,958
0.775298
0.117025
0.880931
0.002044
ABUS
2024-12-06
200,733
269,549
0.698412
0.060096
0.939405
0.000499
ABUS
2024-12-13
141,728
177,364
0.744842
0.067163
0.932113
0.000724
ABUS
2024-12-20
192,250
324,734
0.67895
0.113898
0.886091
0.000011
ABUS
2024-12-27
128,253
153,332
0.811534
0.138736
0.861264
0
ABUS
2025-01-03
133,855
185,735
0.726943
0.126875
0.873044
0.000081
ABUS
2025-01-10
179,141
250,285
0.685475
0.086531
0.911237
0.002232
ABUS
2025-01-17
195,899
247,552
0.781436
0.151759
0.845046
0.003195
ABUS
2025-01-24
119,954
138,903
0.831649
0.118687
0.871096
0.010217
ABUS
2025-01-31
159,169
213,709
0.723729
0.091975
0.901207
0.006818
ABUS
2025-02-07
236,100
295,111
0.774236
0.135094
0.859119
0.005787
ABUS
2025-02-14
97,393
115,718
0.874595
0.144178
0.853758
0.002065
ABUS
2025-02-21
85,959
160,473
0.633552
0.118498
0.877402
0.0041
ABUS
2025-02-28
395,932
624,710
0.701789
0.157134
0.833649
0.009217
ABUS
2025-03-07
388,651
503,167
0.759785
0.098705
0.898923
0.002372
ABUS
2025-03-14
256,027
364,734
0.677624
0.119183
0.863663
0.017154
ABUS
2025-03-21
143,360
226,113
0.511346
0.143605
0.85448
0.001915
ABUS
2025-03-28
221,893
423,732
0.489201
0.17479
0.82521
0
ABUS
2025-04-04
129,706
268,369
0.435648
0.120377
0.879541
0.000082
ABVC
2011-01-07
1,902
15,096
0.111176
0
1
0
ABVC
2011-01-14
4,281
83,903
0.10517
0
1
0
ABVC
2011-01-21
3,875
25,282
0.257641
0
1
0
ABVC
2011-01-28
12,333
121,955
0.249947
0
1
0
ABVC
2011-02-04
4,161
45,546
0.104322
0
1
0
ABVC
2011-02-11
2,853
20,416
0.147775
0
1
0
ABVC
2011-02-18
19,274
27,418
0.353769
0
1
0
ABVC
2011-02-25
3,212
18,838
0.235924
0
1
0
ABVC
2011-03-04
6,497
40,706
0.269176
0
1
0
ABVC
2011-03-11
2,248
21,342
0.19784
0
1
0
ABVC
2011-03-18
9,634
49,799
0.294711
0
1
0
ABVC
2011-03-25
1,610
11,606
0.1543
null
null
null
ABVC
2011-04-01
6,263
54,530
0.128217
0
1
0
ABVC
2011-04-08
1,637
38,739
0.078255
0
1
0
ABVC
2011-04-15
6,660
32,386
0.226467
0
1
0
ABVC
2011-04-22
3,516
11,514
0.412802
0
1
0
ABVC
2011-04-29
33,094
235,485
0.53872
0
1
0
ABVC
2011-05-06
7,062
38,977
0.229139
0
1
0
ABVC
2011-05-13
3,177
43,453
0.11966
0
1
0
ABVC
2011-05-20
13,759
48,449
0.263454
0
1
0
ABVC
2011-05-27
10,148
40,740
0.22328
0
1
0
ABVC
2011-06-03
9,072
41,990
0.201561
0
1
0
ABVC
2011-06-10
5,839
31,630
0.204451
0
1
0
ABVC
2011-06-17
83,794
193,072
0.319338
0
1
0
ABVC
2011-06-24
18,929
57,019
0.305759
0
1
0
ABVC
2011-07-01
18,241
59,907
0.309535
0
1
0
ABVC
2011-07-08
7,492
24,346
0.289674
0
1
0
ABVC
2011-07-15
5,115
23,694
0.234982
0
1
0
ABVC
2011-07-22
9,302
39,218
0.231254
0
1
0
ABVC
2011-07-29
32,679
201,924
0.164385
0
1
0
ABVC
2011-08-05
13,354
57,571
0.226395
0
1
0
ABVC
2011-08-12
30,953
121,663
0.263362
0
1
0
ABVC
2011-08-19
12,422
62,452
0.231261
0
1
0
ABVC
2011-08-26
15,373
40,401
0.336661
0
1
0
ABVC
2011-09-02
16,334
110,794
0.231848
0
1
0
ABVC
2011-09-09
1,593
29,441
0.057194
0
1
0
ABVC
2011-09-16
8,013
69,251
0.122638
0
1
0
ABVC
2011-09-23
13,282
73,638
0.177062
0
1
0
ABVC
2011-09-30
15,009
96,668
0.163686
0
1
0
ABVC
2011-10-07
10,101
66,846
0.221724
0
1
0
ABVC
2011-10-14
3,449
35,716
0.09137
0
1
0
ABVC
2011-10-21
5,615
51,840
0.120883
0
1
0
ABVC
2011-10-28
25,492
150,168
0.163066
0
1
0
ABVC
2011-11-04
16,187
112,072
0.123477
0
1
0
ABVC
2011-11-11
6,931
32,941
0.21071
0
1
0
ABVC
2011-11-18
3,663
25,828
0.152766
0
1
0
ABVC
2011-11-25
10,096
30,138
0.322421
0
1
0
ABVC
2011-12-02
9,697
31,733
0.253783
0
1
0
ABVC
2011-12-09
7,119
42,603
0.176647
0
1
0
ABVC
2011-12-16
9,525
32,063
0.271192
0
1
0