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
2020-03-20
2,836
7,298
0.257824
0.957326
0.042674
0
ACT
2020-03-27
4,364
30,150
0.083195
0.973842
0.026158
0
ACT
2020-04-03
3,329
20,170
0.173
0.978007
0.021993
0
ACT
2020-04-10
6,252
14,623
0.3598
0.725843
0.274157
0
ACT
2020-04-17
5,485
10,784
0.437643
0.786253
0.213747
0
ACT
2020-04-24
4,003
7,308
0.413181
0.945063
0.054937
0
ACT
2020-05-01
5,702
9,657
0.410137
0.806471
0.193529
0
ACT
2020-05-08
2,389
7,032
0.439102
0.834018
0.165982
0
ACT
2020-05-15
3,290
8,185
0.499584
0.807605
0.192395
0
ACT
2020-05-22
6,105
11,605
0.51247
0.720778
0.279222
0
ACT
2020-05-29
4,099
8,621
0.55981
0.628702
0.371298
0
ACT
2020-06-05
6,578
14,431
0.548621
0.795829
0.204171
0
ACT
2020-06-12
4,733
11,406
0.397057
0.764755
0.197798
0.037447
ACT
2020-06-19
3,119
9,202
0.342806
0.869755
0.130245
0
ACT
2020-06-26
2,220
6,723
0.393747
0.964663
0.035337
0
ACT
2020-07-03
1,099
3,349
0.563861
0.812856
0.187144
0
ACT
2020-07-10
3,219
6,540
0.452199
0.891839
0.108161
0
ACT
2020-07-17
1,692
4,161
0.551324
0.615281
0.384719
0
ACT
2020-07-24
4,753
9,706
0.53011
0.880457
0.119543
0
ACT
2020-07-31
5,878
12,703
0.600499
0.922318
0.077682
0
ACT
2020-08-07
1,273
4,473
0.238065
0.938206
0.061794
0
ACT
2020-08-14
5,709
13,334
0.475474
0.846642
0.153358
0
ACT
2020-08-21
1,218
5,230
0.432118
0.907212
0.086252
0.006536
ACT
2020-08-28
4,378
10,195
0.510054
0.581746
0.372039
0.046216
ACT
2020-09-04
5,953
11,852
0.501382
0.770292
0.229708
0
ACT
2020-09-11
2,244
3,866
0.601119
0.878513
0.121487
0
ACT
2020-09-18
3,079
5,348
0.665408
0.765989
0.234011
0
ACT
2020-09-25
5,593
10,380
0.580609
0.758045
0.241955
0
ACT
2020-10-02
4,433
7,744
0.617986
0.797345
0.202655
0
ACT
2020-10-09
4,728
7,614
0.553268
0.876159
0.123841
0
ACT
2020-10-16
5,143
8,578
0.705404
0.904322
0.095678
0
ACT
2020-10-23
4,023
6,935
0.625938
0.817807
0.182193
0
ACT
2020-10-30
1,834
4,687
0.607959
0.880512
0.119488
0
ACT
2021-09-17
597,049
2,562,877
0.211778
0.790491
0.190208
0.019301
ACT
2021-09-24
250,036
1,558,625
0.281532
0.668471
0.250273
0.081256
ACT
2021-10-01
153,549
526,849
0.34465
0.797219
0.150883
0.051897
ACT
2021-10-08
59,572
303,345
0.305352
0.688197
0.196623
0.11518
ACT
2021-10-15
173,267
1,727,094
0.273452
0.594132
0.320634
0.085234
ACT
2021-10-22
90,689
564,831
0.222234
0.560904
0.330211
0.108885
ACT
2021-10-29
80,581
297,509
0.329996
0.543832
0.216897
0.23927
ACT
2021-11-05
103,919
593,151
0.208247
0.664631
0.275115
0.060254
ACT
2021-11-12
77,888
538,400
0.257685
0.681455
0.213136
0.105408
ACT
2021-11-19
126,808
513,630
0.291544
0.701503
0.193035
0.105462
ACT
2021-11-26
144,965
464,411
0.327231
0.807391
0.139117
0.053492
ACT
2021-12-03
306,181
659,160
0.383025
0.691627
0.232787
0.075586
ACT
2021-12-10
80,143
367,749
0.255382
0.550005
0.33296
0.117035
ACT
2021-12-17
496,402
953,445
0.47951
0.650202
0.244022
0.105776
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