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
ACT
2021-12-24
149,920
305,996
0.490616
0.614698
0.25189
0.133412
ACT
2021-12-31
89,521
285,458
0.456649
0.674364
0.233453
0.092183
ACT
2022-01-07
109,632
297,803
0.518219
0.623496
0.26188
0.114624
ACT
2022-01-14
189,001
392,582
0.685411
0.531467
0.384585
0.083947
ACT
2022-01-21
158,172
331,213
0.568344
0.682449
0.235863
0.081688
ACT
2022-01-28
197,159
366,290
0.557966
0.526713
0.383262
0.090024
ACT
2022-02-04
188,670
398,277
0.550676
0.601395
0.329164
0.069441
ACT
2022-02-11
221,237
490,594
0.524808
0.62979
0.277856
0.092354
ACT
2022-02-18
171,129
406,118
0.498013
0.53362
0.372719
0.093661
ACT
2022-02-25
166,884
273,151
0.593117
0.803845
0.150916
0.045239
ACT
2022-03-04
191,084
326,046
0.597888
0.659745
0.262733
0.077522
ACT
2022-03-11
170,181
246,425
0.653502
0.638441
0.303943
0.057616
ACT
2022-03-18
164,707
307,535
0.573391
0.717692
0.185673
0.096635
ACT
2022-03-25
90,867
154,166
0.601111
0.674156
0.212192
0.113652
ACT
2022-04-01
83,168
195,226
0.509466
0.656047
0.251345
0.092609
ACT
2022-04-08
80,004
175,979
0.559898
0.600767
0.293653
0.10558
ACT
2022-04-15
97,761
169,755
0.699947
0.715129
0.193273
0.091598
ACT
2022-04-22
176,588
429,871
0.661984
0.768341
0.170367
0.061292
ACT
2022-04-29
217,613
429,632
0.660127
0.739842
0.195651
0.064507
ACT
2022-05-06
195,462
768,776
0.307623
0.697345
0.227055
0.0756
ACT
2022-05-13
229,030
672,920
0.313182
0.744571
0.17378
0.081649
ACT
2022-05-20
183,822
553,743
0.396064
0.67602
0.198124
0.125856
ACT
2022-05-27
205,637
1,447,127
0.293383
0.638247
0.251581
0.110172
ACT
2022-06-03
218,354
842,384
0.314067
0.67335
0.25101
0.075639
ACT
2022-06-10
308,862
782,734
0.453506
0.576759
0.317007
0.106234
ACT
2022-06-17
436,440
726,770
0.627676
0.507494
0.349849
0.142656
ACT
2022-06-24
471,138
659,739
0.743709
0.472806
0.416319
0.110874
ACT
2022-07-01
237,571
348,460
0.732862
0.511761
0.33277
0.155469
ACT
2022-07-08
103,350
201,106
0.505134
0.510976
0.333585
0.155439
ACT
2022-07-15
177,842
234,624
0.763306
0.63931
0.256838
0.103853
ACT
2022-07-22
144,765
206,625
0.732644
0.54904
0.310889
0.140071
ACT
2022-07-29
165,327
280,738
0.581868
0.595189
0.273289
0.131523
ACT
2022-08-05
343,716
563,123
0.620314
0.66245
0.240432
0.097118
ACT
2022-08-12
213,253
447,610
0.617715
0.604205
0.261989
0.133807
ACT
2022-08-19
152,507
348,824
0.503716
0.582547
0.265922
0.151531
ACT
2022-08-26
109,830
199,173
0.626694
0.673923
0.218105
0.107972
ACT
2022-09-02
119,454
276,170
0.517335
0.614792
0.240465
0.144743
ACT
2022-09-09
180,936
551,217
0.402558
0.585179
0.286925
0.127896
ACT
2022-09-16
429,336
786,014
0.504697
0.580383
0.347914
0.071703
ACT
2022-09-23
244,242
539,623
0.655184
0.645138
0.280011
0.074851
ACT
2022-09-30
237,017
518,562
0.636077
0.525762
0.274476
0.199761
ACT
2022-10-07
213,148
397,505
0.667899
0.450728
0.364793
0.184478
ACT
2022-10-14
178,115
412,905
0.59045
0.5178
0.296196
0.186003
ACT
2022-10-21
198,587
340,383
0.669187
0.590814
0.316826
0.092359
ACT
2022-10-28
147,852
390,316
0.488126
0.633093
0.285882
0.081025
ACT
2022-11-04
254,088
583,622
0.474011
0.575523
0.349889
0.074588
ACT
2022-11-11
138,552
366,080
0.390513
0.64297
0.290093
0.066937
ACT
2022-11-18
212,253
446,346
0.442856
0.55701
0.401444
0.041546
ACT
2022-11-25
64,775
194,620
0.405594
0.627299
0.275729
0.096972
ACT
2022-12-02
95,471
320,817
0.538455
0.654002
0.275107
0.070891
ACT
2022-12-09
187,666
313,357
0.605528
0.552871
0.374249
0.07288
ACT
2022-12-16
135,447
209,912
0.646822
0.569724
0.305788
0.124488
ACT
2022-12-23
174,796
241,020
0.673694
0.668181
0.266991
0.064828
ACT
2022-12-30
69,547
92,206
0.781224
0.636097
0.233273
0.13063
ACT
2023-01-06
157,851
253,287
0.816496
0.600539
0.292189
0.107272
ACT
2023-01-13
165,159
187,624
0.784844
0.62052
0.26958
0.1099
ACT
2023-01-20
150,802
469,289
0.638974
0.565181
0.356142
0.078677
ACT
2023-01-27
113,458
225,453
0.561942
0.70075
0.229089
0.070161
ACT
2023-02-03
111,986
362,413
0.460544
0.646437
0.22751
0.126053
ACT
2023-02-10
215,240
467,930
0.570816
0.636433
0.254596
0.10897
ACT
2023-02-17
79,488
213,899
0.533783
0.574153
0.315396
0.11045
ACT
2023-02-24
95,689
135,248
0.7239
0.552742
0.289269
0.157989
ACT
2023-03-03
74,030
128,328
0.733218
0.593246
0.274629
0.132125
ACT
2023-03-10
182,295
271,647
0.698999
0.643183
0.241204
0.115613
ACT
2023-03-17
193,022
272,863
0.624499
0.633474
0.274176
0.09235
ACT
2023-03-24
116,519
147,281
0.766685
0.610225
0.260786
0.128989
ACT
2023-03-31
73,614
104,316
0.710858
0.555876
0.270944
0.17318
ACT
2023-04-07
87,389
168,464
0.667159
0.640428
0.239413
0.120159
ACT
2023-04-14
100,506
197,874
0.577921
0.583567
0.290713
0.12572
ACT
2023-04-21
110,248
286,912
0.466901
0.564625
0.310743
0.124632
ACT
2023-04-28
145,416
471,697
0.585608
0.558792
0.314535
0.126673
ACT
2023-05-05
239,386
488,667
0.556536
0.624414
0.274829
0.100757
ACT
2023-05-12
300,367
803,836
0.485873
0.427017
0.460605
0.112378
ACT
2023-05-19
505,729
1,268,591
0.613724
0.481551
0.477588
0.040861
ACT
2023-05-26
267,716
1,637,033
0.360548
0.528427
0.382425
0.089148
ACT
2023-06-02
186,722
545,583
0.399779
0.75706
0.191415
0.051526
ACT
2023-06-09
102,915
501,417
0.290473
0.776076
0.217451
0.006473
ACT
2023-06-16
173,059
614,873
0.379864
0.788561
0.201637
0.009802
ACT
2023-06-23
114,928
307,265
0.360661
0.819885
0.17359
0.006525
ACT
2023-06-30
76,052
206,024
0.476006
0.476649
0.512586
0.010764
ACT
2023-07-07
24,994
53,798
0.44985
0.03358
0.960459
0.005962
ACT
2023-07-14
28,481
76,303
0.468314
0.054015
0.936893
0.009092
ACT
2023-07-21
26,604
64,134
0.388616
0.039154
0.959927
0.000919
ACT
2023-07-28
42,664
94,473
0.465276
0.067263
0.913953
0.018784
ACT
2023-08-04
59,764
247,518
0.411328
0.032256
0.921484
0.04626
ACT
2023-08-11
15,002
55,384
0.329049
0.040283
0.943816
0.015901
ACT
2023-08-18
23,014
68,267
0.478911
0.032319
0.929134
0.038547
ACT
2023-08-25
25,191
53,253
0.493416
0.017615
0.932993
0.049392
ACT
2023-09-01
43,156
234,980
0.556066
0.120237
0.850898
0.028865
ACT
2023-09-08
20,709
96,832
0.282164
0.145967
0.834606
0.019428
ACT
2023-09-15
24,935
59,613
0.334446
0.061896
0.870392
0.067712
ACT
2023-09-22
16,279
46,546
0.413145
0.050813
0.939411
0.009776
ACT
2023-09-29
27,273
74,603
0.459582
0.041013
0.850461
0.108525
ACT
2023-10-06
31,493
107,761
0.280593
0.017506
0.957378
0.025115
ACT
2023-10-13
15,893
62,495
0.267324
0.023844
0.940813
0.035343
ACT
2023-10-20
34,060
62,295
0.586129
0.041496
0.926318
0.032186
ACT
2023-10-27
25,259
76,339
0.400384
0.050768
0.891736
0.057496
ACT
2023-11-03
25,155
93,235
0.406433
0.027211
0.868451
0.104338
ACT
2023-11-10
78,153
147,671
0.481277
0.096117
0.871363
0.03252
ACT
2023-11-17
50,047
186,000
0.265458
0.025747
0.925426
0.048827