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
ACLS
2023-01-20
733,268
1,276,309
0.541526
0.793844
0.186904
0.019252
ACLS
2023-01-27
765,458
1,402,027
0.564708
0.781907
0.203856
0.014237
ACLS
2023-02-03
861,416
1,784,568
0.489827
0.787916
0.189386
0.022697
ACLS
2023-02-10
918,783
2,111,808
0.500807
0.770913
0.211017
0.01807
ACLS
2023-02-17
797,322
2,087,748
0.404046
0.792396
0.170996
0.036607
ACLS
2023-02-24
386,369
1,154,082
0.366237
0.771641
0.201513
0.026846
ACLS
2023-03-03
855,355
2,543,342
0.411705
0.808153
0.171054
0.020792
ACLS
2023-03-10
739,720
1,835,943
0.408562
0.802804
0.17006
0.027136
ACLS
2023-03-17
834,048
1,572,260
0.529537
0.748217
0.225701
0.026082
ACLS
2023-03-24
957,122
1,678,755
0.592689
0.804848
0.171313
0.023839
ACLS
2023-03-31
849,280
1,346,643
0.601078
0.770254
0.209455
0.02029
ACLS
2023-04-07
508,304
880,345
0.66075
0.734073
0.236022
0.029905
ACLS
2023-04-14
628,288
1,125,511
0.573376
0.732138
0.239291
0.028572
ACLS
2023-04-21
629,731
1,215,073
0.588371
0.743248
0.234513
0.022239
ACLS
2023-04-28
592,982
1,289,102
0.553351
0.721865
0.254097
0.024038
ACLS
2023-05-05
999,786
1,863,021
0.552352
0.767644
0.209051
0.023305
ACLS
2023-05-12
558,240
978,263
0.590835
0.795836
0.175829
0.028336
ACLS
2023-05-19
909,592
1,625,658
0.581495
0.809794
0.168442
0.021764
ACLS
2023-05-26
836,743
1,655,352
0.6159
0.757365
0.207151
0.035484
ACLS
2023-06-02
625,261
1,079,634
0.661956
0.774469
0.196691
0.02884
ACLS
2023-06-09
674,262
1,125,265
0.643504
0.821844
0.140618
0.037538
ACLS
2023-06-16
621,425
1,365,538
0.567741
0.78264
0.202212
0.015148
ACLS
2023-06-23
347,016
783,809
0.582518
0.78637
0.184973
0.028657
ACLS
2023-06-30
508,034
830,420
0.637352
0.526916
0.3916
0.081483
ACLS
2023-07-07
87,778
116,881
0.735593
0.044306
0.860517
0.095177
ACLS
2023-07-14
111,517
174,002
0.701886
0.045895
0.86692
0.087185
ACLS
2023-07-21
139,134
207,143
0.67965
0.054018
0.797207
0.148774
ACLS
2023-07-28
117,140
172,826
0.680483
0.045476
0.845713
0.108811
ACLS
2023-08-04
225,883
361,357
0.647532
0.077985
0.83925
0.082765
ACLS
2023-08-11
113,832
206,647
0.535916
0.062743
0.850958
0.086299
ACLS
2023-08-18
72,803
125,527
0.519365
0.063843
0.888126
0.048031
ACLS
2023-08-25
73,673
116,970
0.602236
0.058049
0.883975
0.057977
ACLS
2023-09-01
69,816
122,970
0.620875
0.037989
0.884437
0.077574
ACLS
2023-09-08
108,761
161,001
0.640855
0.042269
0.867543
0.090188
ACLS
2023-09-15
183,184
281,697
0.614788
0.030952
0.917471
0.051576
ACLS
2023-09-22
96,891
201,466
0.526969
0.068722
0.84997
0.081308
ACLS
2023-09-29
91,225
157,491
0.592284
0.062706
0.84913
0.088165
ACLS
2023-10-06
78,405
117,798
0.708955
0.067186
0.844346
0.088468
ACLS
2023-10-13
132,616
185,985
0.696247
0.057813
0.766284
0.175903
ACLS
2023-10-20
138,961
204,928
0.727909
0.061201
0.8141
0.124699
ACLS
2023-10-27
105,730
166,972
0.666321
0.052263
0.810575
0.137163
ACLS
2023-11-03
252,099
449,871
0.618144
0.043575
0.83604
0.120384
ACLS
2023-11-10
80,022
163,257
0.504757
0.042539
0.865201
0.09226
ACLS
2023-11-17
102,776
181,140
0.609925
0.042837
0.833519
0.123644
ACLS
2023-11-24
76,480
141,328
0.572847
0.054983
0.813635
0.131382
ACLS
2023-12-01
67,983
115,131
0.568355
0.036386
0.867369
0.096246
ACLS
2023-12-08
73,195
132,457
0.573819
0.034483
0.882994
0.082523
ACLS
2023-12-15
132,671
252,261
0.474566
0.0282
0.891113
0.080687
ACLS
2023-12-22
94,773
164,472
0.564801
0.049967
0.811822
0.138212
ACLS
2023-12-29
61,456
97,441
0.610378
0.02127
0.901957
0.076773
ACLS
2024-01-05
144,857
214,096
0.686937
0.061773
0.889827
0.0484
ACLS
2024-01-12
122,090
281,946
0.547157
0.046202
0.906258
0.04754
ACLS
2024-01-19
162,443
251,907
0.68496
0.030411
0.866111
0.103478
ACLS
2024-01-26
229,872
329,709
0.693217
0.03155
0.868798
0.099652
ACLS
2024-02-02
133,645
190,223
0.727909
0.041403
0.782771
0.175826
ACLS
2024-02-09
237,276
435,671
0.602293
0.033236
0.849012
0.117752
ACLS
2024-02-16
153,242
264,602
0.563722
0.033604
0.847597
0.1188
ACLS
2024-02-23
134,963
263,997
0.531406
0.036155
0.8757
0.088144
ACLS
2024-03-01
114,928
192,342
0.571077
0.039651
0.884736
0.075613
ACLS
2024-03-08
124,271
198,633
0.587505
0.037557
0.779499
0.182944
ACLS
2024-03-15
128,385
220,142
0.606485
0.03289
0.824038
0.143072
ACLS
2024-03-22
118,875
185,108
0.658683
0.021046
0.739771
0.239183
ACLS
2024-03-29
89,012
126,294
0.654021
0.031458
0.773853
0.194689
ACLS
2024-04-05
87,613
169,633
0.531859
0.023116
0.822588
0.154296
ACLS
2024-04-12
87,385
162,658
0.594645
0.047825
0.713254
0.238921
ACLS
2024-04-19
110,943
155,984
0.691308
0.045195
0.794671
0.160134
ACLS
2024-04-26
116,497
166,766
0.682682
0.03717
0.733366
0.229464
ACLS
2024-05-03
230,530
313,912
0.702457
0.026324
0.768573
0.205102
ACLS
2024-05-10
86,853
120,791
0.690361
0.017226
0.813848
0.168926
ACLS
2024-05-17
68,787
112,062
0.555156
0.032042
0.870642
0.097316
ACLS
2024-05-24
58,204
91,484
0.53967
0.009686
0.791177
0.199137
ACLS
2024-05-31
74,227
108,016
0.647162
0.04122
0.648044
0.310736
ACLS
2024-06-07
163,945
219,666
0.745512
0.02591
0.674014
0.300076
ACLS
2024-06-14
126,274
207,546
0.652867
0.04208
0.734086
0.223834
ACLS
2024-06-21
90,916
134,437
0.631983
0.027564
0.681219
0.291218
ACLS
2024-06-28
117,832
167,484
0.66549
0.021359
0.703961
0.27468
ACLS
2024-07-05
76,713
109,924
0.694744
0.040281
0.708036
0.251683
ACLS
2024-07-12
139,904
243,576
0.554127
0.039231
0.765416
0.195353
ACLS
2024-07-19
118,693
192,255
0.574283
0.066514
0.770478
0.163008
ACLS
2024-07-26
87,831
174,458
0.522969
0.040073
0.755006
0.204921
ACLS
2024-08-02
228,655
398,529
0.584872
0.05508
0.828407
0.116513
ACLS
2024-08-09
118,273
165,156
0.721589
0.05479
0.723996
0.221214
ACLS
2024-08-16
76,314
122,350
0.609338
0.042435
0.777776
0.179789
ACLS
2024-08-23
78,501
117,219
0.675372
0.035035
0.788711
0.176254
ACLS
2024-08-30
76,691
107,969
0.694075
0.028335
0.784036
0.187629
ACLS
2024-09-06
85,431
124,583
0.724279
0.052609
0.824917
0.122474
ACLS
2024-09-13
63,478
104,189
0.604185
0.027369
0.863412
0.109219
ACLS
2024-09-20
170,237
251,262
0.705068
0.057945
0.797063
0.144993
ACLS
2024-09-27
98,102
189,176
0.587788
0.134661
0.737556
0.127783
ACLS
2024-10-04
58,236
142,481
0.470161
0.04943
0.839071
0.111499
ACLS
2024-10-11
59,443
126,431
0.518373
0.051986
0.920921
0.027093
ACLS
2024-10-18
151,574
203,416
0.737116
0.044218
0.946251
0.009531
ACLS
2024-10-25
73,836
134,178
0.546109
0.050806
0.940462
0.008732
ACLS
2024-11-01
71,076
138,581
0.623419
0.116813
0.857915
0.025272
ACLS
2024-11-08
150,675
253,551
0.547592
0.055696
0.93984
0.004464
ACLS
2024-11-15
119,983
280,480
0.398551
0.050151
0.941006
0.008843
ACLS
2024-11-22
99,169
310,197
0.339927
0.045874
0.951992
0.002134
ACLS
2024-11-29
60,880
120,900
0.555467
0.055421
0.934893
0.009686
ACLS
2024-12-06
68,762
156,250
0.466608
0.062101
0.916528
0.02137
ACLS
2024-12-13
56,502
116,807
0.451465
0.05754
0.924218
0.018242