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 |
|---|---|---|---|---|---|---|---|
ACHL | 2022-08-19 | 35,912 | 140,823 | 0.249865 | 0.840157 | 0.159052 | 0.000792 |
ACHL | 2022-08-26 | 33,265 | 126,612 | 0.327088 | 0.785608 | 0.201782 | 0.01261 |
ACHL | 2022-09-02 | 28,172 | 108,091 | 0.318394 | 0.83236 | 0.159685 | 0.007955 |
ACHL | 2022-09-09 | 15,187 | 45,009 | 0.420019 | 0.797205 | 0.193012 | 0.009784 |
ACHL | 2022-09-16 | 20,315 | 49,392 | 0.381245 | 0.804463 | 0.194192 | 0.001344 |
ACHL | 2022-09-23 | 53,592 | 88,899 | 0.53277 | 0.854489 | 0.108433 | 0.037078 |
ACHL | 2022-09-30 | 44,350 | 193,125 | 0.415433 | 0.797532 | 0.108778 | 0.09369 |
ACHL | 2022-10-07 | 28,347 | 64,908 | 0.5345 | 0.901523 | 0.076977 | 0.0215 |
ACHL | 2022-10-14 | 27,560 | 60,146 | 0.434783 | 0.876017 | 0.111697 | 0.012286 |
ACHL | 2022-10-21 | 71,915 | 114,107 | 0.506178 | 0.78806 | 0.206887 | 0.005053 |
ACHL | 2022-10-28 | 16,586 | 54,831 | 0.347988 | 0.855426 | 0.122497 | 0.022077 |
ACHL | 2022-11-04 | 82,742 | 126,401 | 0.52969 | 0.937349 | 0.061835 | 0.000816 |
ACHL | 2022-11-11 | 76,383 | 174,627 | 0.542859 | 0.672822 | 0.304691 | 0.022487 |
ACHL | 2022-11-18 | 49,543 | 98,074 | 0.570194 | 0.910836 | 0.08181 | 0.007354 |
ACHL | 2022-11-25 | 14,822 | 25,105 | 0.614403 | 0.969134 | 0.029371 | 0.001495 |
ACHL | 2022-12-02 | 51,102 | 94,067 | 0.649255 | 0.824992 | 0.149855 | 0.025153 |
ACHL | 2022-12-09 | 184,408 | 335,446 | 0.492862 | 0.777765 | 0.221921 | 0.000314 |
ACHL | 2022-12-16 | 371,058 | 1,912,462 | 0.357089 | 0.826903 | 0.16908 | 0.004016 |
ACHL | 2022-12-23 | 595,824 | 2,325,607 | 0.166411 | 0.930648 | 0.058808 | 0.010544 |
ACHL | 2022-12-30 | 582,603 | 2,097,814 | 0.183107 | 0.875258 | 0.122973 | 0.001769 |
ACHL | 2023-01-06 | 2,037,046 | 5,129,326 | 0.4006 | 0.867479 | 0.130112 | 0.002409 |
ACHL | 2023-01-13 | 1,321,746 | 3,606,078 | 0.365216 | 0.867446 | 0.127575 | 0.004979 |
ACHL | 2023-01-20 | 234,802 | 845,183 | 0.34722 | 0.85124 | 0.139142 | 0.009618 |
ACHL | 2023-01-27 | 199,601 | 624,002 | 0.34681 | 0.850433 | 0.110293 | 0.039274 |
ACHL | 2023-02-03 | 258,047 | 811,888 | 0.460479 | 0.836557 | 0.142845 | 0.020598 |
ACHL | 2023-02-10 | 377,674 | 852,983 | 0.454029 | 0.776882 | 0.215579 | 0.007539 |
ACHL | 2023-02-17 | 194,728 | 426,202 | 0.504724 | 0.817387 | 0.171104 | 0.011509 |
ACHL | 2023-02-24 | 188,881 | 330,958 | 0.719798 | 0.802352 | 0.191674 | 0.005975 |
ACHL | 2023-03-03 | 152,390 | 454,736 | 0.339664 | 0.895381 | 0.089268 | 0.015351 |
ACHL | 2023-03-10 | 81,259 | 420,450 | 0.277211 | 0.949235 | 0.045802 | 0.004963 |
ACHL | 2023-03-17 | 266,114 | 1,929,830 | 0.276041 | 0.787306 | 0.189554 | 0.023141 |
ACHL | 2023-03-24 | 88,238 | 758,567 | 0.141331 | 0.811278 | 0.16955 | 0.019172 |
ACHL | 2023-03-31 | 51,661 | 375,828 | 0.311222 | 0.795507 | 0.174781 | 0.029712 |
ACHL | 2023-04-07 | 100,344 | 295,422 | 0.284034 | 0.798267 | 0.194201 | 0.007532 |
ACHL | 2023-04-14 | 66,362 | 383,323 | 0.20553 | 0.737502 | 0.237302 | 0.025197 |
ACHL | 2023-04-21 | 49,619 | 403,242 | 0.126494 | 0.776331 | 0.211408 | 0.012261 |
ACHL | 2023-04-28 | 247,171 | 975,955 | 0.142177 | 0.903582 | 0.087471 | 0.008948 |
ACHL | 2023-05-05 | 95,640 | 386,060 | 0.134842 | 0.897389 | 0.084911 | 0.0177 |
ACHL | 2023-05-12 | 142,735 | 604,613 | 0.344511 | 0.924146 | 0.06879 | 0.007064 |
ACHL | 2023-05-19 | 79,203 | 379,507 | 0.165457 | 0.874889 | 0.125111 | 0 |
ACHL | 2023-05-26 | 128,248 | 502,929 | 0.273705 | 0.929448 | 0.044998 | 0.025553 |
ACHL | 2023-06-02 | 41,518 | 194,855 | 0.233777 | 0.955834 | 0.043899 | 0.000267 |
ACHL | 2023-06-09 | 65,562 | 156,650 | 0.285565 | 0.945867 | 0.054133 | 0 |
ACHL | 2023-06-16 | 71,109 | 233,722 | 0.342575 | 0.863791 | 0.136209 | 0 |
ACHL | 2023-06-23 | 47,047 | 154,054 | 0.291903 | 0.829766 | 0.170234 | 0 |
ACHL | 2023-06-30 | 50,718 | 115,517 | 0.202926 | null | null | null |
ACHL | 2023-07-07 | 0 | 13,955 | 0 | null | null | null |
ACHL | 2023-07-14 | 8,026 | 26,986 | 0.217095 | 0 | 1 | 0 |
ACHL | 2023-07-21 | 4,664 | 25,557 | 0.094911 | null | null | null |
ACHL | 2023-07-28 | 34,215 | 77,082 | 0.564362 | null | null | null |
ACHL | 2023-08-04 | 200 | 18,061 | 0.009407 | null | null | null |
ACHL | 2023-08-11 | 15,451 | 26,021 | 0.400484 | null | null | null |
ACHL | 2023-08-18 | 17,090 | 26,430 | 0.374259 | null | null | null |
ACHL | 2023-08-25 | 2,512 | 5,429 | 0.496312 | null | null | null |
ACHL | 2023-09-01 | 6,275 | 17,158 | 0.317175 | null | null | null |
ACHL | 2023-09-08 | 9,305 | 19,011 | 0.432327 | 0 | 1 | 0 |
ACHL | 2023-09-15 | 1,500 | 7,420 | 0.058306 | null | null | null |
ACHL | 2023-09-22 | 1,943 | 6,493 | 0.407338 | 0.125 | 0.875 | 0 |
ACHL | 2023-09-29 | 14,000 | 15,504 | 0.417786 | null | null | null |
ACHL | 2023-10-06 | 5,259 | 12,872 | 0.224398 | null | null | null |
ACHL | 2023-10-13 | 151 | 4,037 | 0.20807 | null | null | null |
ACHL | 2023-10-20 | 4,702 | 10,712 | 0.248387 | null | null | null |
ACHL | 2023-10-27 | 501 | 7,481 | 0.12705 | null | null | null |
ACHL | 2023-11-03 | 2,668 | 2,807 | 0.719422 | null | null | null |
ACHL | 2023-11-10 | 14,547 | 24,114 | 0.573653 | null | null | null |
ACHL | 2023-11-17 | 1,602 | 28,720 | 0.041881 | null | null | null |
ACHL | 2023-11-24 | 6 | 11,057 | 0.000204 | null | null | null |
ACHL | 2023-12-01 | 3,929 | 10,692 | 0.247244 | null | null | null |
ACHL | 2023-12-08 | 13,857 | 43,013 | 0.29225 | null | null | null |
ACHL | 2023-12-15 | 4,670 | 44,815 | 0.201376 | null | null | null |
ACHL | 2023-12-22 | 6,527 | 52,850 | 0.219489 | 0.061577 | 0.80509 | 0.133333 |
ACHL | 2023-12-29 | 5,346 | 70,278 | 0.077535 | 0 | 1 | 0 |
ACHL | 2024-01-05 | 4,488 | 22,747 | 0.275944 | null | null | null |
ACHL | 2024-01-12 | 20,737 | 78,713 | 0.203091 | null | null | null |
ACHL | 2024-01-19 | 100 | 6,042 | 0.010874 | null | null | null |
ACHL | 2024-01-26 | 37,977 | 80,013 | 0.421199 | 0.013181 | 0.986819 | 0 |
ACHL | 2024-02-02 | 391,399 | 513,300 | 0.20531 | null | null | null |
ACHL | 2024-02-09 | 12,919 | 546,119 | 0.044506 | 0 | 1 | 0 |
ACHL | 2024-02-16 | 112,203 | 644,454 | 0.172944 | 0.007598 | 0.992402 | 0 |
ACHL | 2024-02-23 | 207,876 | 648,043 | 0.493952 | 0.04945 | 0.947183 | 0.003367 |
ACHL | 2024-03-01 | 211,995 | 531,229 | 0.392281 | 0.089312 | 0.909924 | 0.000763 |
ACHL | 2024-03-08 | 30,020 | 155,531 | 0.248319 | 0.21427 | 0.772414 | 0.013316 |
ACHL | 2024-03-15 | 16,397 | 69,255 | 0.316441 | 0.359038 | 0.568498 | 0.072464 |
ACHL | 2024-03-22 | 46,134 | 89,128 | 0.498686 | 0.040235 | 0.95735 | 0.002415 |
ACHL | 2024-03-29 | 20,610 | 41,247 | 0.484054 | 0.063066 | 0.931468 | 0.005466 |
ACHL | 2024-04-05 | 37,987 | 193,809 | 0.234558 | 0.220692 | 0.779308 | 0 |
ACHL | 2024-04-12 | 34,160 | 408,200 | 0.050185 | 0.004851 | 0.995149 | 0 |
ACHL | 2024-04-19 | 23,339 | 75,827 | 0.251407 | 0.047021 | 0.952979 | 0 |
ACHL | 2024-04-26 | 16,630 | 97,576 | 0.141896 | 0.104429 | 0.895571 | 0 |
ACHL | 2024-05-03 | 22,178 | 88,067 | 0.358707 | null | null | null |
ACHL | 2024-05-10 | 25,271 | 61,623 | 0.463421 | 0.008195 | 0.967196 | 0.024609 |
ACHL | 2024-05-17 | 6,469 | 12,043 | 0.523059 | null | null | null |
ACHL | 2024-05-24 | 9,798 | 64,153 | 0.474998 | null | null | null |
ACHL | 2024-05-31 | 14,760 | 15,039 | 0.622296 | null | null | null |
ACHL | 2024-06-07 | 910 | 7,881 | 0.152257 | null | null | null |
ACHL | 2024-06-14 | 300 | 38,488 | 0.001657 | null | null | null |
ACHL | 2024-06-21 | 26,388 | 35,545 | 0.49636 | null | null | null |
ACHL | 2024-06-28 | 4,231 | 9,111 | 0.334238 | 0.076923 | 0.923077 | 0 |
ACHL | 2024-07-05 | 1,130 | 2,308 | 0.262464 | null | null | null |
ACHL | 2024-07-12 | 18,254 | 28,149 | 0.644741 | 0.103619 | 0.858286 | 0.038095 |
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