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
ABVC
2024-11-29
13,904
34,310
0.429338
0
1
0
ABVC
2024-12-06
11,772
17,087
0.537142
0
1
0
ABVC
2024-12-13
93,164
191,287
0.267603
0.004044
0.995956
0
ABVC
2024-12-20
44,774
87,894
0.151361
0
1
0
ABVC
2024-12-27
17,431
43,972
0.327788
0.023529
0.976471
0
ABVC
2025-01-03
34,853
46,089
0.584306
0.000569
0.999431
0
ABVC
2025-01-10
14,218
106,371
0.346081
0.230543
0.769457
0
ABVC
2025-01-17
28,749
141,571
0.23168
0.320599
0.659464
0.019936
ABVC
2025-01-24
36,085
127,382
0.172644
0.005149
0.994851
0
ABVC
2025-01-31
45,739
136,006
0.249017
0
1
0
ABVC
2025-02-07
24,693
110,491
0.122883
0.03988
0.96012
0
ABVC
2025-02-14
26,547
92,719
0.168014
0.014812
0.985188
0
ABVC
2025-02-21
2,231,778
3,589,063
0.404777
0.007069
0.992895
0.000036
ABVC
2025-02-28
187,085
362,704
0.467124
0.003814
0.992374
0.003812
ABVC
2025-03-07
60,063
145,847
0.203799
0.006042
0.993958
0
ABVC
2025-03-14
98,161
198,094
0.255034
0.000872
0.99695
0.002179
ABVC
2025-03-21
7,857
49,945
0.204322
0.155478
0.844522
0
ABVC
2025-03-28
78,480
109,152
0.457437
0
1
0
ABVC
2025-04-04
128,982
275,996
0.417637
0.011241
0.988759
0
ABVE
2024-07-05
10,675
34,873
0.424638
0.000454
0.981068
0.018477
ABVE
2024-07-12
9,556
44,842
0.225611
0.016851
0.983149
0
ABVE
2024-07-19
15,864
57,787
0.502289
0.113862
0.876326
0.009811
ABVE
2024-07-26
47,022
123,573
0.466065
0.062819
0.922444
0.014737
ABVE
2024-08-02
15,604
58,877
0.273676
0.052615
0.944268
0.003117
ABVE
2024-08-09
284,483
508,927
0.390221
0.20542
0.755596
0.038984
ABVE
2024-08-16
29,562
111,518
0.318835
0.156315
0.799142
0.044543
ABVE
2024-08-23
12,720
42,899
0.405367
0.154216
0.831565
0.014219
ABVE
2024-08-30
6,390
14,716
0.290603
0.006373
0.993627
0
ABVE
2024-09-06
4,575
12,495
0.596954
0.202688
0.797312
0
ABVE
2024-09-13
1,061
14,857
0.201816
0
1
0
ABVE
2024-09-20
1,639
14,903
0.105064
null
null
null
ABVE
2024-09-27
2,270
9,568
0.323476
null
null
null
ABVE
2024-10-04
2,552
5,115
0.25752
null
null
null
ABVE
2024-10-11
776
8,363
0.041889
null
null
null
ABVE
2024-10-18
2,450
10,173
0.340947
null
null
null
ABVE
2024-10-25
1,678
11,145
0.1092
null
null
null
ABVE
2024-11-01
3,508
8,982
0.586201
0.022272
0.977728
0
ABVE
2024-11-08
2,940
11,315
0.251635
0
1
0
ABVE
2024-11-15
6,904
29,246
0.172125
0
1
0
ABVE
2024-11-22
98,394
227,088
0.433833
0.002908
0.997092
0
ABVE
2024-11-29
404,531
872,515
0.49084
0.012299
0.987701
0
ABVE
2024-12-06
19,029
43,338
0.621306
0.148852
0.833693
0.017456
ABVE
2024-12-13
6,225
23,904
0.503937
0
1
0
ABVE
2024-12-20
7,801
36,431
0.240121
0.120833
0.879167
0
ABVE
2024-12-27
1,031
4,347
0.21219
0
1
0
ABVE
2025-01-03
15,701
42,161
0.307669
0
1
0
ABVE
2025-01-10
15,401
42,349
0.183315
null
null
null
ABVE
2025-01-17
15,744
77,478
0.287906
0.135346
0.864654
0
ABVE
2025-01-24
82,998
182,381
0.320014
null
null
null
ABVE
2025-01-31
26,954
64,465
0.320931
0.083656
0.912115
0.004229
ABVE
2025-02-07
12,657
156,916
0.400454
0.12941
0.842927
0.027663
ABVE
2025-02-14
4,034
26,480
0.286487
null
null
null
ABVE
2025-02-21
11,659
41,080
0.524558
0.342978
0.636223
0.020799
ABVE
2025-02-28
1,692
10,319
0.216867
0
1
0
ABVE
2025-03-07
11,819
54,542
0.667537
0.226615
0.764227
0.009158
ABVE
2025-03-14
6,675
11,311
0.790547
0.09038
0.905698
0.003922
ABVE
2025-03-21
13,186
23,733
0.754273
0.181959
0.818041
0
ABVE
2025-03-28
123,096
363,596
0.441066
null
null
null
ABVE
2025-04-04
6,791
31,994
0.557782
0.109433
0.890567
0
ABVEW
2024-07-05
13,633
39,429
0.151457
null
null
null
ABVEW
2024-07-12
0
33,684
0
null
null
null
ABVEW
2024-07-19
3,082
18,277
0.067413
null
null
null
ABVEW
2024-07-26
17,998
103,261
0.036914
null
null
null
ABVEW
2024-08-02
99
4,616
0.125
null
null
null
ABVEW
2024-08-09
0
8,118
0
null
null
null
ABVEW
2024-08-16
6,750
16,436
0.333333
null
null
null
ABVEW
2024-08-23
99
99
1
0
1
0
ABVEW
2024-08-30
0
12,128
0
null
null
null
ABVEW
2024-09-06
0
25,299
0
null
null
null
ABVEW
2024-09-13
0
7,514
0
null
null
null
ABVEW
2024-09-20
0
1,841
0
null
null
null
ABVEW
2024-09-27
0
3,564
0
null
null
null
ABVEW
2024-10-04
0
13,068
0
null
null
null
ABVEW
2024-10-11
0
16,697
0
null
null
null
ABVEW
2024-10-18
8,700
36,802
0.098305
null
null
null
ABVEW
2024-10-25
0
29,914
0
null
null
null
ABVEW
2024-11-01
3,472
18,785
0.044815
null
null
null
ABVEW
2024-11-08
200
7,755
0.125
null
null
null
ABVEW
2024-11-15
0
9,343
0
null
null
null
ABVEW
2024-11-22
0
25
0
null
null
null
ABVEW
2024-11-29
42,135
56,883
0.268159
null
null
null
ABVEW
2024-12-06
2,200
16,647
0.2
null
null
null
ABVEW
2024-12-13
0
300
0
null
null
null
ABVEW
2024-12-20
0
6,001
0
null
null
null
ABVEW
2024-12-27
6,575
9,630
0.682762
0
1
0
ABVEW
2025-01-03
0
16,582
0
null
null
null
ABVEW
2025-01-10
0
38,408
0
null
null
null
ABVEW
2025-01-24
0
2,702
0
null
null
null
ABVEW
2025-01-31
0
9,158
0
null
null
null
ABVEW
2025-02-07
1,800
8,366
0.173913
null
null
null
ABVEW
2025-02-14
484
8,797
0.020867
null
null
null
ABVEW
2025-02-21
0
7,304
0
null
null
null
ABVEW
2025-03-07
400
400
1
0
1
0
ABVEW
2025-03-21
0
260
0
null
null
null
ABVX
2023-10-20
253,439
725,527
0.504822
0.011612
0.988388
0
ABVX
2023-10-27
149,000
366,536
0.289555
0.025093
0.974907
0
ABVX
2023-11-03
125,096
394,752
0.482812
0.021866
0.810311
0.167823
ABVX
2023-11-10
173,314
396,128
0.463937
0.008941
0.956002
0.035058
ABVX
2023-11-17
102,085
286,242
0.536893
0.039532
0.723465
0.237002
ABVX
2023-11-24
40,195
67,650
0.626158
0.00795
0.873038
0.119012