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 |
|---|---|---|---|---|---|---|---|
ZK | 2025-01-17 | 361,898 | 774,241 | 0.480557 | 0.006923 | 0.980334 | 0.012743 |
ZK | 2025-01-24 | 264,606 | 509,349 | 0.561235 | 0.00606 | 0.989544 | 0.004396 |
ZK | 2025-01-31 | 518,458 | 1,033,142 | 0.465283 | 0.004698 | 0.994228 | 0.001074 |
ZK | 2025-02-07 | 472,509 | 1,073,866 | 0.437024 | 0.006082 | 0.991819 | 0.002099 |
ZK | 2025-02-14 | 391,206 | 1,007,811 | 0.488122 | 0.007098 | 0.989554 | 0.003349 |
ZK | 2025-02-21 | 559,385 | 930,747 | 0.694349 | 0.020372 | 0.976073 | 0.003555 |
ZK | 2025-02-28 | 563,184 | 1,306,021 | 0.594987 | 0.017145 | 0.979774 | 0.003081 |
ZK | 2025-03-07 | 724,480 | 1,418,594 | 0.587796 | 0.026285 | 0.967654 | 0.006061 |
ZK | 2025-03-14 | 516,814 | 1,420,458 | 0.416637 | 0.011063 | 0.986184 | 0.002753 |
ZK | 2025-03-21 | 835,460 | 1,780,696 | 0.550626 | 0.015867 | 0.982392 | 0.00174 |
ZK | 2025-03-28 | 783,706 | 1,051,560 | 0.750538 | 0.009127 | 0.989447 | 0.001426 |
ZK | 2025-04-04 | 360,623 | 507,279 | 0.793178 | 0.010807 | 0.988491 | 0.000702 |
ZKH | 2023-12-15 | 95,622 | 329,749 | 0.129467 | 0.002614 | 0.997386 | 0 |
ZKH | 2023-12-22 | 31,846 | 115,163 | 0.465074 | 0.000061 | 0.999939 | 0 |
ZKH | 2023-12-29 | 5,388 | 57,387 | 0.100766 | 0 | 0.988147 | 0.011853 |
ZKH | 2024-01-05 | 79,580 | 191,648 | 0.39535 | 0.01957 | 0.973549 | 0.006881 |
ZKH | 2024-01-12 | 55,080 | 116,551 | 0.653928 | 0.001801 | 0.917743 | 0.080457 |
ZKH | 2024-01-19 | 20,025 | 63,389 | 0.428709 | 0.002439 | 0.875047 | 0.122513 |
ZKH | 2024-01-26 | 22,825 | 59,109 | 0.450007 | 0.002371 | 0.907943 | 0.089686 |
ZKH | 2024-02-02 | 26,011 | 95,663 | 0.242401 | 0.000178 | 0.999822 | 0 |
ZKH | 2024-02-09 | 19,375 | 92,230 | 0.426 | 0.006019 | 0.99191 | 0.00207 |
ZKH | 2024-02-16 | 25,190 | 119,873 | 0.196785 | 0.001162 | 0.998838 | 0 |
ZKH | 2024-02-23 | 10,783 | 76,147 | 0.107444 | 0.000188 | 0.999812 | 0 |
ZKH | 2024-03-01 | 31,100 | 97,054 | 0.246726 | 0.003485 | 0.996515 | 0 |
ZKH | 2024-03-08 | 40,123 | 106,043 | 0.303651 | 0.006119 | 0.993881 | 0 |
ZKH | 2024-03-15 | 67,884 | 116,530 | 0.48385 | 0.001129 | 0.998871 | 0 |
ZKH | 2024-03-22 | 51,440 | 95,446 | 0.372222 | 0.014388 | 0.985612 | 0 |
ZKH | 2024-03-29 | 36,965 | 66,777 | 0.450353 | 0.025839 | 0.931107 | 0.043054 |
ZKH | 2024-04-05 | 45,014 | 93,771 | 0.519959 | 0.006274 | 0.993601 | 0.000125 |
ZKH | 2024-04-12 | 61,145 | 107,080 | 0.581402 | 0.000501 | 0.999499 | 0 |
ZKH | 2024-04-19 | 48,992 | 79,958 | 0.71937 | 0.000045 | 0.999955 | 0 |
ZKH | 2024-04-26 | 29,318 | 52,083 | 0.669531 | 0 | 0.989333 | 0.010667 |
ZKH | 2024-05-03 | 25,721 | 48,709 | 0.649892 | 0.000034 | 0.985393 | 0.014574 |
ZKH | 2024-05-10 | 16,751 | 34,607 | 0.593329 | 0.005033 | 0.994305 | 0.000662 |
ZKH | 2024-05-17 | 25,586 | 41,746 | 0.632691 | 0 | 0.999863 | 0.000137 |
ZKH | 2024-05-24 | 17,763 | 33,991 | 0.516564 | 0 | 1 | 0 |
ZKH | 2024-05-31 | 20,250 | 36,963 | 0.598229 | 0 | 1 | 0 |
ZKH | 2024-06-07 | 22,363 | 41,821 | 0.568822 | 0.007201 | 0.992799 | 0 |
ZKH | 2024-06-14 | 241,051 | 865,298 | 0.449143 | 0.0089 | 0.9911 | 0 |
ZKH | 2024-06-21 | 92,838 | 357,171 | 0.263904 | 0.001136 | 0.998864 | 0 |
ZKH | 2024-06-28 | 94,525 | 227,551 | 0.312578 | 0.001698 | 0.930409 | 0.067892 |
ZKH | 2024-07-05 | 29,389 | 146,967 | 0.163567 | 0 | 0.861848 | 0.138152 |
ZKH | 2024-07-12 | 54,844 | 229,384 | 0.254599 | 0.019501 | 0.842029 | 0.138469 |
ZKH | 2024-07-19 | 11,269 | 130,336 | 0.182305 | 0.018085 | 0.755609 | 0.226306 |
ZKH | 2024-07-26 | 18,471 | 114,254 | 0.213414 | 0 | 0.713103 | 0.286897 |
ZKH | 2024-08-02 | 25,865 | 126,035 | 0.289781 | 0.011706 | 0.745628 | 0.242666 |
ZKH | 2024-08-09 | 12,286 | 78,792 | 0.131043 | 0 | 0.801836 | 0.198164 |
ZKH | 2024-08-16 | 72,678 | 199,128 | 0.183326 | 0 | 1 | 0 |
ZKH | 2024-08-23 | 41,013 | 147,238 | 0.243772 | 0.019295 | 0.980705 | 0 |
ZKH | 2024-08-30 | 16,809 | 111,638 | 0.085076 | 0 | 1 | 0 |
ZKH | 2024-09-06 | 29,250 | 87,016 | 0.234019 | 0.00261 | 0.994981 | 0.002409 |
ZKH | 2024-09-13 | 21,342 | 198,361 | 0.163503 | 0.006122 | 0.993878 | 0 |
ZKH | 2024-09-20 | 31,776 | 116,864 | 0.24783 | 0.00378 | 0.99622 | 0 |
ZKH | 2024-09-27 | 14,601 | 198,298 | 0.08908 | 0.00887 | 0.99113 | 0 |
ZKH | 2024-10-04 | 55,432 | 408,409 | 0.147467 | 0.003244 | 0.996756 | 0 |
ZKH | 2024-10-11 | 54,083 | 193,892 | 0.33921 | 0.003164 | 0.995366 | 0.00147 |
ZKH | 2024-10-18 | 23,768 | 98,348 | 0.338438 | 0.018119 | 0.981881 | 0 |
ZKH | 2024-10-25 | 27,239 | 119,699 | 0.172346 | 0 | 1 | 0 |
ZKH | 2024-11-01 | 31,085 | 101,829 | 0.351915 | 0.00298 | 0.99702 | 0 |
ZKH | 2024-11-08 | 25,049 | 112,193 | 0.248108 | 0.017037 | 0.982963 | 0 |
ZKH | 2024-11-15 | 8,688 | 67,092 | 0.315772 | 0.108255 | 0.891745 | 0 |
ZKH | 2024-11-22 | 19,110 | 106,583 | 0.267171 | 0.037985 | 0.962015 | 0 |
ZKH | 2024-11-29 | 9,636 | 76,471 | 0.207789 | 0.075818 | 0.924182 | 0 |
ZKH | 2024-12-06 | 17,629 | 66,699 | 0.224778 | 0.016611 | 0.983389 | 0 |
ZKH | 2024-12-13 | 16,912 | 56,220 | 0.375318 | 0.019852 | 0.980148 | 0 |
ZKH | 2024-12-20 | 30,667 | 136,645 | 0.333596 | 0.106168 | 0.893832 | 0 |
ZKH | 2024-12-27 | 6,532 | 58,698 | 0.403276 | 0.097748 | 0.902252 | 0 |
ZKH | 2025-01-03 | 8,899 | 49,823 | 0.273377 | 0.027759 | 0.972241 | 0 |
ZKH | 2025-01-10 | 2,881 | 24,484 | 0.188984 | 0.051775 | 0.948225 | 0 |
ZKH | 2025-01-17 | 6,519 | 71,869 | 0.065603 | 0.014903 | 0.985097 | 0 |
ZKH | 2025-01-24 | 7,534 | 50,180 | 0.312747 | 0.056395 | 0.943605 | 0 |
ZKH | 2025-01-31 | 13,966 | 60,846 | 0.207289 | 0.002381 | 0.997619 | 0 |
ZKH | 2025-02-07 | 10,459 | 52,995 | 0.227569 | 0.033792 | 0.966208 | 0 |
ZKH | 2025-02-14 | 15,415 | 163,088 | 0.294995 | 0.045849 | 0.954151 | 0 |
ZKH | 2025-02-21 | 21,640 | 90,822 | 0.397591 | 0.028293 | 0.971707 | 0 |
ZKH | 2025-02-28 | 19,039 | 111,990 | 0.258453 | 0.08202 | 0.91665 | 0.00133 |
ZKH | 2025-03-07 | 9,139 | 42,976 | 0.162594 | 0 | 1 | 0 |
ZKH | 2025-03-14 | 11,085 | 42,464 | 0.290274 | 0.040378 | 0.959622 | 0 |
ZKH | 2025-03-21 | 26,486 | 163,684 | 0.244443 | 0.005176 | 0.994824 | 0 |
ZKH | 2025-03-28 | 18,653 | 114,989 | 0.195846 | 0.002428 | 0.997572 | 0 |
ZKH | 2025-04-04 | 5,743 | 30,052 | 0.278259 | 0 | 1 | 0 |
ZKH | 2025-04-11 | 8,706 | 61,595 | 0.144325 | 0 | 1 | 0 |
ZKH | 2025-04-18 | 5,352 | 28,864 | 0.270114 | 0.028777 | 0.971223 | 0 |
ZKH | 2025-04-25 | 7,158 | 20,850 | 0.311574 | null | null | null |
ZKH | 2025-05-02 | 12,027 | 62,896 | 0.354108 | 0.024926 | 0.975074 | 0 |
ZKH | 2025-05-09 | 4,951 | 28,522 | 0.256804 | 0.091583 | 0.908417 | 0 |
ZKH | 2025-05-16 | 3,342 | 30,198 | 0.203068 | 0.024691 | 0.938047 | 0.037261 |
ZKH | 2025-05-23 | 8,354 | 51,234 | 0.332615 | 0.036734 | 0.963266 | 0 |
ZKH | 2025-05-30 | 4,556 | 74,223 | 0.242724 | 0.089848 | 0.910152 | 0 |
ZKH | 2025-06-06 | 5,338 | 40,849 | 0.208328 | 0.028099 | 0.971901 | 0 |
ZKH | 2025-06-13 | 3,867 | 43,673 | 0.377908 | 0.319555 | 0.680445 | 0 |
ZKH | 2025-06-20 | 10,560 | 43,017 | 0.406594 | 0.136 | 0.864 | 0 |
ZKH | 2025-06-27 | 4,922 | 38,702 | 0.129816 | 0.01308 | 0.98692 | 0 |
ZKH | 2025-07-04 | 5,216 | 33,690 | 0.243199 | null | null | null |
ZKH | 2025-07-11 | 8,748 | 82,097 | 0.160701 | 0.021149 | 0.978851 | 0 |
ZKH | 2025-07-18 | 23,817 | 148,478 | 0.166945 | 0.0534 | 0.9466 | 0 |
ZKH | 2025-07-25 | 22,947 | 200,627 | 0.136665 | 0.044101 | 0.955899 | 0 |
ZKH | 2025-08-01 | 26,873 | 117,637 | 0.354443 | 0.230232 | 0.769768 | 0 |
ZKH | 2025-08-08 | 31,338 | 123,812 | 0.407749 | 0.18664 | 0.81336 | 0 |
ZKH | 2025-08-15 | 15,733 | 57,300 | 0.245421 | 0.005537 | 0.994463 | 0 |
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