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
2021-01-15
1,620
7,190
0.278705
1
0
0
ABVC
2021-01-22
3,570
8,825
0.429469
1
0
0
ABVC
2021-01-29
2,501
10,029
0.279686
1
0
0
ABVC
2021-02-05
2,589
8,786
0.430585
1
0
0
ABVC
2021-02-12
2,958
7,940
0.462532
1
0
0
ABVC
2021-02-19
1,700
3,891
0.497346
1
0
0
ABVC
2021-02-26
1,656
6,120
0.430351
1
0
0
ABVC
2021-03-05
2,750
3,530
0.753921
1
0
0
ABVC
2021-03-12
2,650
3,050
0.882353
1
0
0
ABVC
2021-03-19
2,200
2,301
0.965672
1
0
0
ABVC
2021-03-26
4,250
4,350
0.98
1
0
0
ABVC
2021-04-02
3,990
4,493
0.878004
1
0
0
ABVC
2021-04-09
3,700
7,300
0.691964
1
0
0
ABVC
2021-04-16
3,850
11,850
0.32138
1
0
0
ABVC
2021-04-23
8,160
14,098
0.655762
1
0
0
ABVC
2021-04-30
4,483
6,380
0.826022
1
0
0
ABVC
2021-05-07
3,800
4,000
0.954545
1
0
0
ABVC
2021-05-14
5,800
8,539
0.65491
1
0
0
ABVC
2021-05-21
6,374
7,853
0.8948
1
0
0
ABVC
2021-05-28
2,449
3,706
0.687886
1
0
0
ABVC
2021-06-04
2,200
2,500
0.875
1
0
0
ABVC
2021-06-11
3,779
4,879
0.780484
1
0
0
ABVC
2021-06-18
5,500
7,200
0.7
1
0
0
ABVC
2021-06-25
2,304
2,504
0.916667
1
0
0
ABVC
2021-07-09
200
1,500
0.138889
1
0
0
ABVC
2021-07-23
256
3,357
0.06912
1
0
0
ABVC
2021-07-30
1,140
3,191
0.345737
1
0
0
ABVC
2021-08-06
156,142
376,988
0.624288
0.888211
0.108262
0.003527
ABVC
2021-08-13
4,689,453
9,032,860
0.6107
0.869962
0.12464
0.005399
ABVC
2021-08-20
342,778
884,514
0.299787
0.883682
0.113468
0.002849
ABVC
2021-08-27
10,414,440
18,888,388
0.570052
0.867353
0.130661
0.001987
ABVC
2021-09-03
21,550,682
39,156,684
0.567484
0.81201
0.177318
0.010673
ABVC
2021-09-10
818,757
1,489,585
0.559744
0.737129
0.217454
0.045417
ABVC
2021-09-17
310,089
935,624
0.170741
0.916771
0.061212
0.022017
ABVC
2021-09-24
144,367
343,074
0.364719
0.89931
0.094083
0.006608
ABVC
2021-10-01
1,789,260
3,231,336
0.514787
0.813595
0.1756
0.010805
ABVC
2021-10-08
176,136
362,559
0.461777
0.913684
0.076591
0.009725
ABVC
2021-10-15
2,914,871
4,908,173
0.61334
0.863719
0.11983
0.016451
ABVC
2021-10-22
473,597
881,480
0.634605
0.83228
0.161055
0.006665
ABVC
2021-10-29
274,842
453,569
0.586457
0.813525
0.102904
0.083571
ABVC
2021-11-05
49,148,564
85,801,380
0.548065
0.888761
0.104205
0.007034
ABVC
2021-11-12
1,023,871
2,244,491
0.496279
0.895323
0.095452
0.009224
ABVC
2021-11-19
2,353,517
4,230,791
0.473733
0.80829
0.182973
0.008737
ABVC
2021-11-26
347,757
704,000
0.460848
0.773164
0.224045
0.002791
ABVC
2021-12-03
205,848
497,707
0.56303
0.783552
0.195515
0.020933
ABVC
2021-12-10
3,176,372
5,511,690
0.575128
0.835951
0.14327
0.020779
ABVC
2021-12-17
401,810
777,935
0.647476
0.775675
0.189934
0.034392
ABVC
2021-12-24
347,807
617,434
0.615853
0.7107
0.197997
0.091304
ABVC
2021-12-31
128,224
278,977
0.53022
0.794338
0.179646
0.026016
ABVC
2022-01-07
289,485
547,218
0.643294
0.882368
0.09728
0.020352
ABVC
2022-01-14
555,678
1,022,424
0.586078
0.92611
0.063804
0.010086
ABVC
2022-01-21
116,227
254,580
0.556005
0.864878
0.114789
0.020333
ABVC
2022-01-28
69,189
127,185
0.555774
0.858724
0.124056
0.01722
ABVC
2022-02-04
59,762
87,915
0.718329
0.892698
0.073882
0.03342
ABVC
2022-02-11
121,852
194,811
0.622776
0.782839
0.202206
0.014954
ABVC
2022-02-18
115,468
199,867
0.670805
0.871091
0.088329
0.04058
ABVC
2022-02-25
44,191
72,174
0.675684
0.846485
0.126805
0.02671
ABVC
2022-03-04
61,998
101,641
0.467453
0.943485
0.047322
0.009193
ABVC
2022-03-11
622,908
1,075,191
0.573657
0.902911
0.090011
0.007078
ABVC
2022-03-18
104,524
160,701
0.520217
0.874406
0.084389
0.041205
ABVC
2022-03-25
82,127
107,492
0.69063
0.901724
0.063592
0.034685
ABVC
2022-04-01
229,365
434,155
0.592934
0.86172
0.130334
0.007946
ABVC
2022-04-08
224,799
414,996
0.563234
0.848747
0.139627
0.011627
ABVC
2022-04-15
24,416
50,279
0.56253
0.888693
0.105458
0.005849
ABVC
2022-04-22
15,935
39,829
0.556673
0.856014
0.07142
0.072566
ABVC
2022-04-29
49,812
85,599
0.534451
0.859162
0.130634
0.010204
ABVC
2022-05-06
36,177
67,187
0.500995
0.768134
0.211161
0.020705
ABVC
2022-05-13
213,079
401,102
0.481807
0.82075
0.153108
0.026142
ABVC
2022-05-20
24,322
74,765
0.298585
0.789325
0.125518
0.085157
ABVC
2022-05-27
56,577
139,469
0.414649
0.852429
0.114525
0.033046
ABVC
2022-06-03
20,313
59,304
0.309442
0.920887
0.069784
0.009328
ABVC
2022-06-10
170,572
329,263
0.380114
0.884777
0.115223
0
ABVC
2022-06-17
670,131
1,589,010
0.450958
0.883748
0.105326
0.010926
ABVC
2022-06-24
101,136
257,646
0.352064
0.901573
0.083088
0.015339
ABVC
2022-07-01
151,602
296,527
0.432261
0.907266
0.081432
0.011302
ABVC
2022-07-08
64,269
178,015
0.21123
0.969425
0.029572
0.001003
ABVC
2022-07-15
144,751
484,130
0.262998
0.821229
0.173257
0.005514
ABVC
2022-07-22
70,847
211,574
0.241791
0.938162
0.054392
0.007446
ABVC
2022-07-29
59,516
212,873
0.27118
0.901006
0.048173
0.050821
ABVC
2022-08-05
110,305
431,841
0.113378
0.948606
0.049537
0.001858
ABVC
2022-08-12
200,904
630,519
0.353194
0.877011
0.120738
0.002251
ABVC
2022-08-19
503,320
886,132
0.622793
0.801542
0.185635
0.012824
ABVC
2022-08-26
143,823
224,093
0.557215
0.956064
0.026356
0.01758
ABVC
2022-09-02
347,720
767,899
0.43742
0.852715
0.123035
0.02425
ABVC
2022-09-09
153,964
404,351
0.543934
0.765963
0.231603
0.002434
ABVC
2022-09-16
80,206
222,922
0.456147
0.762377
0.227424
0.010198
ABVC
2022-09-23
96,939
195,884
0.271567
0.885332
0.098115
0.016553
ABVC
2022-09-30
24,242
129,371
0.240516
0.670818
0.239668
0.089514
ABVC
2022-10-07
31,842
67,011
0.316947
0.598228
0.267286
0.134486
ABVC
2022-10-14
40,551
114,702
0.307079
0.572024
0.410409
0.017567
ABVC
2022-10-21
19,241
52,637
0.385319
0.790839
0.139298
0.069863
ABVC
2022-10-28
31,000
79,750
0.335994
0.85804
0.11478
0.027179
ABVC
2022-11-04
29,190
52,578
0.48798
0.955068
0.035237
0.009695
ABVC
2022-11-11
17,891
35,604
0.403584
0.775611
0.209464
0.014925
ABVC
2022-11-18
32,631
56,383
0.551169
0.761044
0.228177
0.010779
ABVC
2022-11-25
7,606
25,607
0.40346
0.77621
0.214635
0.009155
ABVC
2022-12-02
5,846
10,676
0.519177
0.646898
0.331533
0.021569
ABVC
2022-12-09
16,257
45,447
0.488526
0.741203
0.249991
0.008806
ABVC
2022-12-16
48,499
105,574
0.467031
0.835477
0.103977
0.060546
ABVC
2022-12-23
41,968
78,513
0.566969
0.917128
0.046005
0.036867