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 |
|---|---|---|---|---|---|---|---|
ZVIA | 2025-01-24 | 231,092 | 573,873 | 0.431541 | 0.014956 | 0.98187 | 0.003174 |
ZVIA | 2025-01-31 | 324,343 | 675,711 | 0.520615 | 0.004486 | 0.995093 | 0.000422 |
ZVIA | 2025-02-07 | 329,538 | 796,183 | 0.415491 | 0.007246 | 0.991362 | 0.001392 |
ZVIA | 2025-02-14 | 247,443 | 536,699 | 0.479729 | 0.008808 | 0.991192 | 0 |
ZVIA | 2025-02-21 | 309,970 | 552,570 | 0.631044 | 0.011118 | 0.988882 | 0 |
ZVIA | 2025-02-28 | 509,672 | 1,479,913 | 0.441346 | 0.010937 | 0.988865 | 0.000197 |
ZVIA | 2025-03-07 | 379,045 | 770,335 | 0.51595 | 0.011704 | 0.988296 | 0 |
ZVIA | 2025-03-14 | 307,953 | 696,520 | 0.326734 | 0.007829 | 0.991909 | 0.000262 |
ZVIA | 2025-03-21 | 434,054 | 934,250 | 0.545939 | 0.023799 | 0.975391 | 0.00081 |
ZVIA | 2025-03-28 | 279,041 | 476,529 | 0.73369 | 0.022118 | 0.97465 | 0.003233 |
ZVIA | 2025-04-04 | 135,957 | 290,745 | 0.512176 | 0.01082 | 0.98918 | 0 |
ZVRA | 2023-03-03 | 44,331 | 149,612 | 0.275914 | 0.466395 | 0.507614 | 0.025991 |
ZVRA | 2023-03-10 | 777,054 | 1,778,282 | 0.501429 | 0.792548 | 0.184125 | 0.023327 |
ZVRA | 2023-03-17 | 471,824 | 714,965 | 0.755605 | 0.739558 | 0.201945 | 0.058497 |
ZVRA | 2023-03-24 | 544,321 | 883,747 | 0.744448 | 0.710643 | 0.24212 | 0.047236 |
ZVRA | 2023-03-31 | 419,383 | 719,583 | 0.728554 | 0.697424 | 0.258798 | 0.043778 |
ZVRA | 2023-04-07 | 309,633 | 518,821 | 0.69035 | 0.664656 | 0.297627 | 0.037716 |
ZVRA | 2023-04-14 | 344,460 | 645,655 | 0.634254 | 0.726589 | 0.230385 | 0.043026 |
ZVRA | 2023-04-21 | 252,518 | 495,979 | 0.601186 | 0.777403 | 0.166995 | 0.055603 |
ZVRA | 2023-04-28 | 507,643 | 1,175,068 | 0.534873 | 0.604429 | 0.367386 | 0.028186 |
ZVRA | 2023-05-05 | 205,000 | 758,956 | 0.310544 | 0.749168 | 0.222723 | 0.028109 |
ZVRA | 2023-05-12 | 234,128 | 764,028 | 0.371459 | 0.73616 | 0.206404 | 0.057436 |
ZVRA | 2023-05-19 | 438,175 | 974,546 | 0.431758 | 0.836982 | 0.133308 | 0.02971 |
ZVRA | 2023-05-26 | 291,597 | 973,762 | 0.350735 | 0.660846 | 0.297351 | 0.041802 |
ZVRA | 2023-06-02 | 121,755 | 372,275 | 0.417337 | 0.813074 | 0.159279 | 0.027647 |
ZVRA | 2023-06-09 | 127,773 | 420,782 | 0.404892 | 0.772342 | 0.216855 | 0.010803 |
ZVRA | 2023-06-16 | 198,697 | 455,791 | 0.351765 | 0.702725 | 0.295158 | 0.002117 |
ZVRA | 2023-06-23 | 331,856 | 710,364 | 0.481212 | 0.717094 | 0.27682 | 0.006086 |
ZVRA | 2023-06-30 | 262,843 | 420,907 | 0.608641 | 0.486758 | 0.512182 | 0.00106 |
ZVRA | 2023-07-07 | 34,692 | 41,781 | 0.775921 | 0.039068 | 0.958991 | 0.001941 |
ZVRA | 2023-07-14 | 43,104 | 56,032 | 0.776118 | 0.106103 | 0.891878 | 0.002019 |
ZVRA | 2023-07-21 | 36,943 | 52,763 | 0.703763 | 0.041569 | 0.958113 | 0.000319 |
ZVRA | 2023-07-28 | 26,961 | 33,505 | 0.782404 | 0.036695 | 0.935511 | 0.027793 |
ZVRA | 2023-08-04 | 12,296 | 17,888 | 0.62361 | 0.040542 | 0.943364 | 0.016094 |
ZVRA | 2023-08-11 | 46,745 | 55,230 | 0.768442 | 0.033015 | 0.957615 | 0.00937 |
ZVRA | 2023-08-18 | 35,707 | 39,267 | 0.891116 | 0.027196 | 0.953405 | 0.019399 |
ZVRA | 2023-08-25 | 9,931 | 16,538 | 0.763608 | 0.072917 | 0.861214 | 0.065869 |
ZVRA | 2023-09-01 | 39,591 | 52,731 | 0.771408 | 0.099946 | 0.841086 | 0.058968 |
ZVRA | 2023-09-08 | 54,909 | 63,016 | 0.895928 | 0.029789 | 0.917929 | 0.052282 |
ZVRA | 2023-09-15 | 38,861 | 55,043 | 0.788116 | 0.106824 | 0.828142 | 0.065034 |
ZVRA | 2023-09-22 | 62,273 | 65,662 | 0.911745 | 0.019974 | 0.946036 | 0.03399 |
ZVRA | 2023-09-29 | 25,211 | 37,857 | 0.791177 | 0.107789 | 0.818299 | 0.073911 |
ZVRA | 2023-10-06 | 28,339 | 37,774 | 0.816175 | 0.036313 | 0.899385 | 0.064303 |
ZVRA | 2023-10-13 | 26,973 | 35,184 | 0.580399 | 0.053054 | 0.863483 | 0.083463 |
ZVRA | 2023-10-20 | 16,597 | 31,916 | 0.51471 | 0.016835 | 0.976241 | 0.006923 |
ZVRA | 2023-10-27 | 21,118 | 30,246 | 0.588394 | 0.124779 | 0.858572 | 0.016649 |
ZVRA | 2023-11-03 | 18,321 | 24,610 | 0.655817 | 0.015883 | 0.836605 | 0.147512 |
ZVRA | 2023-11-10 | 49,165 | 70,262 | 0.756091 | 0.052661 | 0.904682 | 0.042658 |
ZVRA | 2023-11-17 | 92,300 | 105,914 | 0.813263 | 0.059005 | 0.897104 | 0.043891 |
ZVRA | 2023-11-24 | 32,671 | 68,862 | 0.361425 | 0.031542 | 0.944973 | 0.023485 |
ZVRA | 2023-12-01 | 40,891 | 76,075 | 0.382256 | 0.067292 | 0.919716 | 0.012991 |
ZVRA | 2023-12-08 | 41,247 | 83,858 | 0.438247 | 0.201857 | 0.784759 | 0.013384 |
ZVRA | 2023-12-15 | 43,100 | 67,006 | 0.443809 | 0.006364 | 0.974024 | 0.019613 |
ZVRA | 2023-12-22 | 38,959 | 80,485 | 0.427462 | 0.022958 | 0.944092 | 0.032951 |
ZVRA | 2023-12-29 | 149,056 | 255,257 | 0.460532 | 0.026691 | 0.938415 | 0.034894 |
ZVRA | 2024-01-05 | 88,954 | 131,952 | 0.625065 | 0.040839 | 0.905633 | 0.053528 |
ZVRA | 2024-01-12 | 63,031 | 95,636 | 0.612154 | 0.063538 | 0.911479 | 0.024983 |
ZVRA | 2024-01-19 | 47,915 | 75,660 | 0.632491 | 0.067022 | 0.902771 | 0.030206 |
ZVRA | 2024-01-26 | 82,058 | 111,896 | 0.764074 | 0.029193 | 0.956855 | 0.013952 |
ZVRA | 2024-02-02 | 88,778 | 124,930 | 0.618898 | 0.038593 | 0.94376 | 0.017647 |
ZVRA | 2024-02-09 | 77,080 | 100,154 | 0.642231 | 0.037123 | 0.93884 | 0.024037 |
ZVRA | 2024-02-16 | 128,160 | 169,913 | 0.603143 | 0.027822 | 0.960238 | 0.011941 |
ZVRA | 2024-02-23 | 42,287 | 59,765 | 0.630494 | 0.02069 | 0.952956 | 0.026354 |
ZVRA | 2024-03-01 | 46,993 | 68,316 | 0.617195 | 0.020224 | 0.959786 | 0.019989 |
ZVRA | 2024-03-08 | 71,129 | 130,492 | 0.534379 | 0.054072 | 0.899632 | 0.046296 |
ZVRA | 2024-03-15 | 69,315 | 92,916 | 0.596366 | 0.011086 | 0.969773 | 0.019141 |
ZVRA | 2024-03-22 | 67,092 | 87,441 | 0.688261 | 0.023784 | 0.948092 | 0.028124 |
ZVRA | 2024-03-29 | 76,240 | 96,569 | 0.686041 | 0.03621 | 0.924266 | 0.039523 |
ZVRA | 2024-04-05 | 67,766 | 96,383 | 0.821291 | 0.008986 | 0.923293 | 0.067721 |
ZVRA | 2024-04-12 | 59,634 | 73,083 | 0.901997 | 0.025731 | 0.944971 | 0.029298 |
ZVRA | 2024-04-19 | 136,824 | 174,438 | 0.715247 | 0.070956 | 0.866342 | 0.062702 |
ZVRA | 2024-04-26 | 77,701 | 92,995 | 0.824409 | 0.057775 | 0.885785 | 0.056441 |
ZVRA | 2024-05-03 | 77,134 | 87,187 | 0.839858 | 0.043065 | 0.900117 | 0.056818 |
ZVRA | 2024-05-10 | 104,142 | 121,001 | 0.727474 | 0.010969 | 0.85869 | 0.13034 |
ZVRA | 2024-05-17 | 52,180 | 68,794 | 0.637436 | 0.001811 | 0.851552 | 0.146636 |
ZVRA | 2024-05-24 | 34,630 | 44,063 | 0.631745 | 0.026445 | 0.758825 | 0.21473 |
ZVRA | 2024-05-31 | 29,032 | 39,856 | 0.638536 | 0.033853 | 0.825252 | 0.140895 |
ZVRA | 2024-06-07 | 42,131 | 55,869 | 0.757189 | 0.053951 | 0.725665 | 0.220383 |
ZVRA | 2024-06-14 | 48,986 | 73,078 | 0.561026 | 0.026653 | 0.708153 | 0.265194 |
ZVRA | 2024-06-21 | 28,448 | 39,787 | 0.650748 | 0.060419 | 0.816946 | 0.122635 |
ZVRA | 2024-06-28 | 57,064 | 73,443 | 0.692071 | 0.016475 | 0.814407 | 0.169117 |
ZVRA | 2024-07-05 | 58,011 | 80,146 | 0.723659 | 0.064123 | 0.804737 | 0.13114 |
ZVRA | 2024-07-12 | 253,708 | 344,134 | 0.6245 | 0.017905 | 0.885624 | 0.096471 |
ZVRA | 2024-07-19 | 113,291 | 236,143 | 0.532484 | 0.027453 | 0.848353 | 0.124193 |
ZVRA | 2024-07-26 | 124,811 | 159,322 | 0.721172 | 0.036226 | 0.795638 | 0.168135 |
ZVRA | 2024-08-02 | 315,991 | 597,378 | 0.649312 | 0.031649 | 0.903493 | 0.064858 |
ZVRA | 2024-08-09 | 579,795 | 1,168,296 | 0.511925 | 0.019635 | 0.940967 | 0.039398 |
ZVRA | 2024-08-16 | 190,482 | 333,056 | 0.60421 | 0.014858 | 0.951173 | 0.033969 |
ZVRA | 2024-08-23 | 238,753 | 370,101 | 0.672399 | 0.02803 | 0.885759 | 0.08621 |
ZVRA | 2024-08-30 | 112,430 | 148,887 | 0.743663 | 0.009002 | 0.90553 | 0.085468 |
ZVRA | 2024-09-06 | 99,422 | 199,850 | 0.469537 | 0.016329 | 0.951523 | 0.032148 |
ZVRA | 2024-09-13 | 114,587 | 250,660 | 0.494639 | 0.01565 | 0.931886 | 0.052464 |
ZVRA | 2024-09-20 | 374,077 | 519,027 | 0.658063 | 0.012311 | 0.928704 | 0.058985 |
ZVRA | 2024-09-27 | 414,658 | 625,630 | 0.649208 | 0.046972 | 0.925435 | 0.027594 |
ZVRA | 2024-10-04 | 177,554 | 247,757 | 0.777727 | 0.049136 | 0.874789 | 0.076075 |
ZVRA | 2024-10-11 | 264,109 | 373,304 | 0.693242 | 0.029864 | 0.911154 | 0.058982 |
ZVRA | 2024-10-18 | 79,967 | 153,377 | 0.59678 | 0.015311 | 0.978133 | 0.006556 |
ZVRA | 2024-10-25 | 65,940 | 148,484 | 0.574022 | 0.029929 | 0.968154 | 0.001917 |
ZVRA | 2024-11-01 | 73,774 | 151,838 | 0.446182 | 0.013518 | 0.978842 | 0.00764 |
ZVRA | 2024-11-08 | 81,103 | 144,025 | 0.511111 | 0.023318 | 0.975085 | 0.001598 |
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