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
ACTG
2023-01-20
95,444
407,608
0.333303
0.751155
0.180588
0.068257
ACTG
2023-01-27
125,975
450,162
0.377731
0.7472
0.203823
0.048978
ACTG
2023-02-03
102,421
580,714
0.314252
0.769136
0.167297
0.063567
ACTG
2023-02-10
185,905
1,108,014
0.36069
0.681651
0.263304
0.055046
ACTG
2023-02-17
99,157
295,055
0.378696
0.770012
0.1889
0.041088
ACTG
2023-02-24
78,318
210,836
0.512483
0.703097
0.225896
0.071007
ACTG
2023-03-03
105,632
408,234
0.42459
0.747582
0.205232
0.047187
ACTG
2023-03-10
161,100
667,771
0.29737
0.738167
0.200085
0.061748
ACTG
2023-03-17
307,521
737,450
0.395579
0.741064
0.20828
0.050655
ACTG
2023-03-24
566,294
1,211,634
0.649874
0.718122
0.246626
0.035252
ACTG
2023-03-31
304,046
724,302
0.56405
0.684311
0.263335
0.052354
ACTG
2023-04-07
372,116
1,248,880
0.455976
0.631152
0.310625
0.058223
ACTG
2023-04-14
369,097
773,062
0.467555
0.662039
0.28676
0.051201
ACTG
2023-04-21
211,126
541,374
0.478598
0.615077
0.29188
0.093043
ACTG
2023-04-28
192,406
418,153
0.502828
0.700239
0.252097
0.047664
ACTG
2023-05-05
194,332
387,573
0.50635
0.735025
0.234192
0.030783
ACTG
2023-05-12
158,361
366,599
0.487052
0.76408
0.198761
0.037159
ACTG
2023-05-19
118,774
569,527
0.268819
0.71848
0.214794
0.066726
ACTG
2023-05-26
234,110
598,449
0.376399
0.695383
0.27224
0.032376
ACTG
2023-06-02
202,874
631,683
0.455156
0.733295
0.226035
0.040671
ACTG
2023-06-09
125,039
571,654
0.241488
0.752386
0.24645
0.001164
ACTG
2023-06-16
146,844
517,677
0.356748
0.78602
0.205027
0.008953
ACTG
2023-06-23
251,840
612,870
0.476783
0.649817
0.338442
0.011741
ACTG
2023-06-30
173,560
251,454
0.646391
0.490446
0.492972
0.016581
ACTG
2023-07-07
23,758
33,202
0.681567
0.065712
0.925072
0.009215
ACTG
2023-07-14
44,915
83,299
0.659185
0.037881
0.944019
0.0181
ACTG
2023-07-21
30,571
43,188
0.657597
0.03634
0.9525
0.01116
ACTG
2023-07-28
35,802
54,043
0.623856
0.034744
0.956396
0.00886
ACTG
2023-08-04
56,863
75,406
0.653238
0.081062
0.918006
0.000932
ACTG
2023-08-11
73,035
90,855
0.821591
0.130275
0.868406
0.00132
ACTG
2023-08-18
74,759
84,172
0.846353
0.070807
0.922101
0.007092
ACTG
2023-08-25
60,986
76,456
0.71626
0.103039
0.881615
0.015346
ACTG
2023-09-01
28,045
33,063
0.850224
0.074543
0.870494
0.054963
ACTG
2023-09-08
84,859
107,895
0.775668
0.06861
0.915448
0.015942
ACTG
2023-09-15
135,369
178,240
0.795904
0.056286
0.909563
0.034151
ACTG
2023-09-22
55,545
102,518
0.643176
0.027603
0.889759
0.082638
ACTG
2023-09-29
44,891
67,238
0.592165
0.021546
0.901021
0.077433
ACTG
2023-10-06
53,412
71,648
0.650471
0.044131
0.941253
0.014616
ACTG
2023-10-13
38,590
55,415
0.635087
0.049062
0.938812
0.012126
ACTG
2023-10-20
33,934
46,395
0.719612
0.037735
0.954238
0.008027
ACTG
2023-10-27
56,385
66,946
0.796219
0.088878
0.91039
0.000732
ACTG
2023-11-03
63,682
86,270
0.760587
0.061582
0.909026
0.029393
ACTG
2023-11-10
45,582
62,022
0.71509
0.078066
0.91481
0.007124
ACTG
2023-11-17
69,578
133,952
0.546296
0.099953
0.838416
0.06163
ACTG
2023-11-24
46,013
70,998
0.531772
0.093448
0.906552
0
ACTG
2023-12-01
54,064
122,094
0.476754
0.040348
0.959209
0.000443
ACTG
2023-12-08
38,784
104,636
0.330687
0.093676
0.899954
0.00637
ACTG
2023-12-15
27,541
59,225
0.446607
0.023952
0.969861
0.006188
ACTG
2023-12-22
43,249
103,769
0.384423
0.071489
0.927006
0.001505
ACTG
2023-12-29
18,845
39,119
0.421463
0.034272
0.961536
0.004192
ACTG
2024-01-05
31,752
55,054
0.569809
0.038748
0.912415
0.048837
ACTG
2024-01-12
22,727
51,171
0.535982
0.108751
0.873671
0.017578
ACTG
2024-01-19
50,626
63,831
0.651228
0.101376
0.898624
0
ACTG
2024-01-26
41,038
59,123
0.700599
0.110249
0.889751
0
ACTG
2024-02-02
33,950
52,269
0.688184
0.071414
0.91381
0.014775
ACTG
2024-02-09
57,912
76,833
0.652426
0.019433
0.967077
0.013489
ACTG
2024-02-16
31,518
46,240
0.657836
0.024506
0.975494
0
ACTG
2024-02-23
18,844
23,632
0.602096
0.039047
0.960953
0
ACTG
2024-03-01
17,886
28,159
0.567484
0.057976
0.942024
0
ACTG
2024-03-08
30,982
35,989
0.790113
0.148158
0.850887
0.000954
ACTG
2024-03-15
44,902
83,939
0.685396
0.177958
0.821604
0.000438
ACTG
2024-03-22
138,520
251,435
0.414009
0.034924
0.950723
0.014353
ACTG
2024-03-29
27,145
73,552
0.385455
0.064489
0.92052
0.014992
ACTG
2024-04-05
75,972
114,483
0.612248
0.048987
0.947601
0.003411
ACTG
2024-04-12
56,710
75,436
0.707726
0.036957
0.947146
0.015897
ACTG
2024-04-19
58,905
82,197
0.708571
0.036985
0.914966
0.048049
ACTG
2024-04-26
57,284
70,074
0.780827
0.029604
0.881704
0.088692
ACTG
2024-05-03
57,688
73,122
0.733871
0.032916
0.924158
0.042926
ACTG
2024-05-10
80,603
121,993
0.739611
0.075711
0.869472
0.054817
ACTG
2024-05-17
77,873
123,357
0.644603
0.029825
0.953593
0.016583
ACTG
2024-05-24
75,308
131,225
0.659815
0.007377
0.940385
0.052238
ACTG
2024-05-31
30,439
62,723
0.474635
0.012656
0.944909
0.042435
ACTG
2024-06-07
48,491
83,144
0.68484
0.016139
0.935758
0.048102
ACTG
2024-06-14
51,419
72,731
0.75347
0.048968
0.878427
0.072604
ACTG
2024-06-21
33,911
64,438
0.650796
0.011246
0.916001
0.072753
ACTG
2024-06-28
50,904
73,460
0.596838
0.021257
0.930038
0.048705
ACTG
2024-07-05
26,053
35,595
0.663548
0.041887
0.834643
0.12347
ACTG
2024-07-12
51,392
70,207
0.688384
0.047568
0.88456
0.067872
ACTG
2024-07-19
69,968
138,773
0.53205
0.043297
0.944047
0.012656
ACTG
2024-07-26
38,549
88,203
0.378771
0.039773
0.949262
0.010965
ACTG
2024-08-02
40,331
103,872
0.427153
0.024109
0.94934
0.026551
ACTG
2024-08-09
64,982
136,551
0.580861
0.040279
0.859944
0.099777
ACTG
2024-08-16
166,114
304,709
0.787025
0.022723
0.94451
0.032767
ACTG
2024-08-23
103,296
125,489
0.832439
0.020391
0.950483
0.029126
ACTG
2024-08-30
42,710
60,374
0.693379
0.051181
0.921741
0.027078
ACTG
2024-09-06
42,267
61,080
0.679523
0.023356
0.954302
0.022342
ACTG
2024-09-13
107,126
162,712
0.578695
0.053479
0.928112
0.01841
ACTG
2024-09-20
75,021
174,721
0.500937
0.058725
0.906462
0.034813
ACTG
2024-09-27
56,010
114,098
0.479332
0.048564
0.928029
0.023407
ACTG
2024-10-04
141,635
241,509
0.568793
0.043212
0.939324
0.017463
ACTG
2024-10-11
82,061
270,138
0.37138
0.006543
0.992266
0.001191
ACTG
2024-10-18
54,795
154,157
0.56598
0.025906
0.973937
0.000157
ACTG
2024-10-25
49,684
91,976
0.470723
0.013698
0.986302
0
ACTG
2024-11-01
68,910
123,605
0.385938
0.017447
0.982553
0
ACTG
2024-11-08
138,816
241,860
0.434549
0.016938
0.982661
0.000401
ACTG
2024-11-15
105,011
250,618
0.397072
0.023844
0.974098
0.002057
ACTG
2024-11-22
80,341
153,825
0.556367
0.012013
0.987987
0
ACTG
2024-11-29
17,930
40,426
0.383314
0.036253
0.963747
0
ACTG
2024-12-06
56,810
133,245
0.397235
0.024155
0.975845
0
ACTG
2024-12-13
60,213
114,089
0.421052
0.01857
0.98143
0