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
2022-12-30
24,649
79,039
0.513605
0.830891
0.104269
0.06484
ABVC
2023-01-06
18,717,764
33,070,691
0.393304
0.882296
0.110847
0.006858
ABVC
2023-01-13
603,716
1,674,674
0.37251
0.771387
0.210677
0.017936
ABVC
2023-01-20
153,865
380,400
0.585238
0.863398
0.107292
0.02931
ABVC
2023-01-27
106,413
240,285
0.47825
0.853927
0.123894
0.022179
ABVC
2023-02-03
165,813
306,706
0.735147
0.846665
0.139448
0.013887
ABVC
2023-02-10
182,186
325,089
0.581245
0.887372
0.093788
0.01884
ABVC
2023-02-17
62,012
172,968
0.472637
0.91026
0.071682
0.018058
ABVC
2023-02-24
327,238
692,399
0.571653
0.802431
0.187457
0.010113
ABVC
2023-03-03
209,411
471,023
0.466447
0.737431
0.244869
0.0177
ABVC
2023-03-10
89,291
190,144
0.496306
0.759552
0.196336
0.044112
ABVC
2023-03-17
100,735
210,175
0.474353
0.892296
0.079098
0.028606
ABVC
2023-03-24
33,076
92,561
0.463591
0.790723
0.208459
0.000818
ABVC
2023-03-31
16,634
34,387
0.487851
0.823335
0.167835
0.00883
ABVC
2023-04-07
14,402
35,025
0.474453
0.804171
0.179885
0.015944
ABVC
2023-04-14
43,444
96,577
0.575778
0.739162
0.197298
0.06354
ABVC
2023-04-21
98,390
166,540
0.490215
0.863451
0.136549
0
ABVC
2023-04-28
83,704
131,827
0.635494
0.727504
0.251121
0.021376
ABVC
2023-05-05
105,348
163,890
0.702454
0.7256
0.224995
0.049406
ABVC
2023-05-12
128,038
224,679
0.632416
0.874991
0.085842
0.039167
ABVC
2023-05-19
36,074
78,649
0.43687
0.802825
0.19158
0.005596
ABVC
2023-05-26
74,457
180,290
0.212349
0.989505
0.010495
0
ABVC
2023-06-02
31,281
57,495
0.485281
0.828688
0.171312
0
ABVC
2023-06-09
36,638
44,587
0.71828
0.888661
0.111339
0
ABVC
2023-06-16
89,082
131,229
0.768895
0.825015
0.174985
0
ABVC
2023-06-23
45,868
71,933
0.672916
0.851574
0.148426
0
ABVC
2023-06-30
33,067
68,311
0.280811
null
null
null
ABVC
2023-07-07
23,041
66,978
0.153508
null
null
null
ABVC
2023-07-14
13,050
19,409
0.531673
0.000057
0.999943
0
ABVC
2023-07-21
38,205
56,900
0.438281
0
1
0
ABVC
2023-07-28
2,267,869
3,349,584
0.51145
0.014815
0.985185
0
ABVC
2023-08-04
468,450
883,727
0.461917
0.009328
0.990672
0
ABVC
2023-08-11
9,240
25,132
0.495473
0.015456
0.976534
0.00801
ABVC
2023-08-18
81,776
141,449
0.391189
0.005918
0.994082
0
ABVC
2023-08-25
18,061
45,639
0.43298
0.011442
0.988558
0
ABVC
2023-09-01
10,538
39,123
0.19187
0.000114
0.988207
0.01168
ABVC
2023-09-08
6,098
19,128
0.309363
0.045622
0.954378
0
ABVC
2023-09-15
11,081
21,347
0.529703
0.10313
0.89687
0
ABVC
2023-09-22
37,442
57,494
0.584254
0.011444
0.983906
0.00465
ABVC
2023-09-29
13,830
29,516
0.44161
0.000718
0.999282
0
ABVC
2023-10-06
7,401
30,736
0.362404
0
1
0
ABVC
2023-10-13
11,191
17,961
0.429135
0
1
0
ABVC
2023-10-20
2,540
9,479
0.398798
0.045872
0.954128
0
ABVC
2023-10-27
5,228,846
7,370,026
0.389996
0.005173
0.994827
0
ABVC
2023-11-03
319,967
627,599
0.460565
0.090807
0.888012
0.02118
ABVC
2023-11-10
87,861
130,294
0.77026
0.053445
0.894369
0.052186
ABVC
2023-11-17
1,492,503
2,243,339
0.47694
0.014336
0.977192
0.008472
ABVC
2023-11-24
868,903
1,490,767
0.498287
0.031657
0.957031
0.011312
ABVC
2023-12-01
160,197
312,008
0.549276
0.037938
0.922301
0.039761
ABVC
2023-12-08
100,566
156,725
0.525549
0.019332
0.957116
0.023552
ABVC
2023-12-15
62,493
127,724
0.457296
0.006941
0.964439
0.02862
ABVC
2023-12-22
23,506
44,437
0.666481
0.11294
0.884242
0.002817
ABVC
2023-12-29
53,558
84,282
0.619722
0.017065
0.981168
0.001767
ABVC
2024-01-05
4,513,638
6,788,493
0.603537
0.048561
0.948688
0.002751
ABVC
2024-01-12
280,831
416,686
0.659911
0.021063
0.977292
0.001645
ABVC
2024-01-19
40,063
95,730
0.475072
0.037656
0.961569
0.000775
ABVC
2024-01-26
74,231
137,298
0.650213
0.06037
0.900985
0.038644
ABVC
2024-02-02
126,629
309,592
0.559843
0.086741
0.882166
0.031093
ABVC
2024-02-09
53,057
70,299
0.662039
0.035002
0.964998
0
ABVC
2024-02-16
30,362
52,841
0.518307
0.062658
0.937342
0
ABVC
2024-02-23
23,524
35,481
0.628295
0.07144
0.92856
0
ABVC
2024-03-01
23,674
34,396
0.725732
0.08922
0.91078
0
ABVC
2024-03-08
22,659
37,979
0.66236
0.103842
0.893787
0.002371
ABVC
2024-03-15
10,322
18,134
0.522413
0.155533
0.844467
0
ABVC
2024-03-22
40,963
63,369
0.498005
0.049251
0.950749
0
ABVC
2024-03-29
1,432,824
2,010,075
0.650642
0.057902
0.932032
0.010066
ABVC
2024-04-05
88,691
135,855
0.630228
0.119261
0.858664
0.022075
ABVC
2024-04-12
135,224
262,016
0.568102
0.051134
0.933738
0.015128
ABVC
2024-04-19
116,967
165,500
0.504101
0.043895
0.956105
0
ABVC
2024-04-26
1,132,712
1,778,623
0.59147
0.014849
0.980703
0.004448
ABVC
2024-05-03
211,470
349,274
0.618247
0.019331
0.928756
0.051913
ABVC
2024-05-10
213,298
296,807
0.785721
0.052259
0.911817
0.035925
ABVC
2024-05-17
102,410
135,392
0.682219
0.044304
0.942852
0.012844
ABVC
2024-05-24
46,430
161,956
0.429167
0.095236
0.885271
0.019493
ABVC
2024-05-31
27,047
53,879
0.368058
0
0.866882
0.133118
ABVC
2024-06-07
25,627
110,165
0.2293
0.009553
0.594783
0.395665
ABVC
2024-06-14
33,579
127,844
0.399559
0.154481
0.822084
0.023436
ABVC
2024-06-21
32,667
114,837
0.257389
0.116917
0.883083
0
ABVC
2024-06-28
34,054
57,625
0.418311
0.033014
0.966986
0
ABVC
2024-07-05
10,402
16,747
0.532689
0.000032
0.931093
0.068874
ABVC
2024-07-12
6,645
15,304
0.582262
0.155739
0.839949
0.004312
ABVC
2024-07-19
33,674
57,243
0.497319
0.01718
0.98282
0
ABVC
2024-07-26
19,011
33,734
0.357898
0
1
0
ABVC
2024-08-02
18,761
40,475
0.234072
0.00003
0.99997
0
ABVC
2024-08-09
4,028
13,609
0.316246
0.017123
0.982877
0
ABVC
2024-08-16
13,055
26,276
0.510595
0
0.951072
0.048928
ABVC
2024-08-23
9,201
14,024
0.525376
0
1
0
ABVC
2024-08-30
11,109
13,996
0.683933
0
1
0
ABVC
2024-09-06
9,499
14,548
0.453443
0
1
0
ABVC
2024-09-13
3,662
5,024
0.616009
0
1
0
ABVC
2024-09-20
2,532
4,306
0.460401
null
null
null
ABVC
2024-09-27
6,955
15,864
0.441483
0.003864
0.932108
0.064028
ABVC
2024-10-04
12,311
25,050
0.374287
0
0.789003
0.210997
ABVC
2024-10-11
37,048
83,171
0.165605
0
1
0
ABVC
2024-10-18
173,491
293,377
0.507678
0
1
0
ABVC
2024-10-25
69,200
120,415
0.450364
null
null
null
ABVC
2024-11-01
34,576
73,398
0.529247
0.029112
0.970888
0
ABVC
2024-11-08
21,874
84,701
0.175901
0.009559
0.990441
0
ABVC
2024-11-15
28,400
46,161
0.401203
0.036823
0.963177
0
ABVC
2024-11-22
13,145
32,308
0.460201
0.014518
0.985482
0