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date timestamp[us]date 2001-01-01 00:00:00 2024-12-31 00:00:00 | csecid int64 70M 70.9M | returns float64 -0.98 1.9 ⌀ | growth float64 -3 3 | momentum float64 -3 3 | quality float64 -3 3 | size float64 -3 2.67 | value float64 -3 3 | volatility float64 -3 3 | mcap float64 -2.75 4.6 | gics float64 10 60 ⌀ | region float64 1 7 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|
2001-01-01T00:00:00 | 70,020,683 | 0 | -1.321184 | 1.027632 | -0.587416 | -0.955162 | -0.679797 | -0.263426 | 0.927681 | 35 | 1 |
2001-01-01T00:00:00 | 70,021,617 | 0 | -1.351509 | 1.14499 | -0.019091 | 0.200393 | 1.770382 | 1.430233 | -0.286022 | 55 | 1 |
2001-01-01T00:00:00 | 70,037,276 | 0 | -0.877802 | -1.306459 | -3 | 1.534469 | -0.190026 | -0.454799 | -1.687229 | 20 | 2 |
2001-01-01T00:00:00 | 70,070,871 | 0 | -0.805237 | 0.905866 | 0.231596 | 0.291403 | 0.914725 | 0.993919 | -0.381612 | 40 | 2 |
2001-01-01T00:00:00 | 70,154,723 | 0 | -0.246577 | 0.228183 | 1.432454 | -2.232391 | -0.241727 | 0.40367 | 2.269181 | 40 | 2 |
2001-01-01T00:00:00 | 70,156,435 | 0 | 0.324345 | 0.211532 | 0.683574 | -0.161477 | -0.209336 | 0.938471 | 0.094057 | 20 | 2 |
2001-01-01T00:00:00 | 70,157,692 | 0 | 0.060028 | 0.235739 | 0.858643 | 0.387138 | -0.641322 | 0.932607 | -0.482164 | 25 | 2 |
2001-01-01T00:00:00 | 70,157,707 | 0 | 0.036883 | -0.038901 | -0.289533 | 1.143325 | 0.927852 | 0.237263 | -1.276403 | 25 | 2 |
2001-01-01T00:00:00 | 70,160,985 | 0 | -2.218264 | 2.536716 | -0.073003 | 0.365877 | -1.071645 | 0.046601 | -0.459833 | 20 | 2 |
2001-01-01T00:00:00 | 70,161,124 | 0 | -0.230169 | -0.273247 | 2.135512 | -1.615906 | 0.215143 | -0.324121 | 1.621675 | 40 | 2 |
2001-01-01T00:00:00 | 70,161,151 | 0 | -0.786656 | 0.149504 | 1.551033 | 0.850493 | 0.365666 | 1.69457 | -0.968836 | 40 | 2 |
2001-01-01T00:00:00 | 70,161,153 | 0 | -0.004772 | 0.315144 | 1.381171 | 0.654893 | 0.452049 | 1.836842 | -0.763392 | 40 | 2 |
2001-01-01T00:00:00 | 70,161,196 | 0 | -0.443044 | -0.132073 | -0.315665 | 0.235219 | 0.682282 | 1.60878 | -0.3226 | 30 | 3 |
2001-01-01T00:00:00 | 70,161,286 | 0.000151 | 0.53374 | -0.174463 | -1.401224 | 1.041377 | 0.35751 | 0.403064 | -1.169325 | 25 | 2 |
2001-01-01T00:00:00 | 70,161,374 | 0 | 0.658103 | -0.563794 | -1.397116 | -1.019845 | -0.754709 | 0.564553 | 0.99562 | 25 | 2 |
2001-01-01T00:00:00 | 70,161,440 | 0 | 0.941185 | -0.918065 | 0.172053 | 0.35043 | -0.515877 | -2.235433 | -0.443609 | 45 | 2 |
2001-01-01T00:00:00 | 70,161,442 | 0 | 0.391278 | 0.271356 | -1.143108 | 0.711134 | 1.263148 | 0.137833 | -0.822464 | 25 | 2 |
2001-01-01T00:00:00 | 70,161,607 | 0 | -0.11879 | 0.547717 | -0.318241 | 0.268955 | 0.090252 | 0.766843 | -0.358034 | 30 | 2 |
2001-01-01T00:00:00 | 70,162,177 | 0 | -0.687513 | -0.217154 | 0.428517 | -0.430038 | -0.06091 | -0.043755 | 0.376132 | 20 | 2 |
2001-01-01T00:00:00 | 70,162,793 | 0 | -0.05928 | -0.25727 | 0.232667 | 1.15463 | 1.969032 | -0.191623 | -1.288276 | 15 | 1 |
2001-01-01T00:00:00 | 70,164,797 | 0 | 0.641449 | 0.294032 | 0.312464 | -0.173251 | 0.610272 | -1.502498 | 0.106424 | 25 | 2 |
2001-01-01T00:00:00 | 70,168,603 | 0 | -0.066443 | 0.983801 | 2.36222 | -1.359897 | -0.729928 | -0.405617 | 1.352783 | 40 | 1 |
2001-01-01T00:00:00 | 70,175,054 | 0 | 1.803633 | 0.8106 | 0.239898 | -0.961646 | 0.694123 | -0.425641 | 0.934492 | 50 | 1 |
2001-01-01T00:00:00 | 70,202,244 | 0 | 0.855816 | 0.450579 | 1.105968 | -1.03271 | 2.492203 | -0.134723 | 1.009131 | 40 | 2 |
2001-01-01T00:00:00 | 70,202,246 | 0 | -0.363321 | 1.123494 | -0.025759 | -0.052842 | 0.374414 | 1.149716 | -0.020044 | 55 | 1 |
2001-01-01T00:00:00 | 70,202,256 | 0 | 0.671116 | 0.873714 | -0.972015 | 1.569582 | 1.494632 | -1.002757 | -1.72411 | 20 | 1 |
2001-01-01T00:00:00 | 70,202,258 | 0 | -0.15836 | 0.783268 | -0.311547 | -0.087846 | -0.303199 | 0.625295 | 0.016721 | 10 | 1 |
2001-01-01T00:00:00 | 70,202,279 | 0 | 0.251304 | 1.079592 | 1.473955 | -1.6761 | -0.19751 | -0.358052 | 1.684898 | 40 | 2 |
2001-01-01T00:00:00 | 70,202,295 | 0 | -0.812064 | 0.283649 | -1.141937 | 0.741273 | 1.606701 | 0.69949 | -0.854119 | 30 | 2 |
2001-01-01T00:00:00 | 70,202,304 | 0 | -0.488732 | 0.779023 | 0.260695 | 0.287165 | 0.190965 | 0.976615 | -0.377161 | 15 | 2 |
2001-01-01T00:00:00 | 70,202,313 | 0 | 0.81224 | -0.792985 | 0.460068 | 1.338918 | 1.806211 | 0.398969 | -1.481838 | 20 | 1 |
2001-01-01T00:00:00 | 70,202,339 | 0 | -0.40452 | 2.734196 | -0.501156 | -0.803767 | -0.850807 | 0.348598 | 0.768668 | 10 | 1 |
2001-01-01T00:00:00 | 70,202,356 | 0 | -1.619009 | 0.35927 | 0.617468 | -2.207008 | -0.159934 | 1.302651 | 2.242521 | 10 | 2 |
2001-01-01T00:00:00 | 70,202,369 | 0 | -0.973818 | -2.139096 | -0.971767 | 1.378726 | 2.873579 | -2.450472 | -1.523649 | 15 | 1 |
2001-01-01T00:00:00 | 70,202,387 | 0 | 0.407418 | 0.77959 | 0.020624 | 0.874851 | 0.291605 | 0.032184 | -0.994419 | 20 | 2 |
2001-01-01T00:00:00 | 70,202,388 | 0 | 0.380414 | -0.63347 | 0.498725 | -0.969163 | 0.05568 | -0.182099 | 0.942387 | 40 | 2 |
2001-01-01T00:00:00 | 70,202,392 | 0 | 0.739858 | -0.394357 | 1.471129 | 0.21561 | -1.342829 | 1.186624 | -0.302004 | 20 | 2 |
2001-01-01T00:00:00 | 70,202,396 | 0 | -1.061272 | -0.743277 | 1.293606 | -0.793414 | 0.122078 | -0.127624 | 0.757794 | 15 | 2 |
2001-01-01T00:00:00 | 70,202,400 | 0 | 1.328375 | 1.162803 | -1.242667 | -1.655511 | -1.012125 | -0.578724 | 1.663273 | 55 | 1 |
2001-01-01T00:00:00 | 70,202,414 | 0 | 0.041831 | 0.092362 | 1.23689 | -0.908658 | 0.153308 | -0.643326 | 0.878837 | 40 | 1 |
2001-01-01T00:00:00 | 70,202,415 | 0 | -0.426259 | -0.661471 | 1.421762 | -0.460527 | 0.763473 | 0.209792 | 0.408156 | 40 | 1 |
2001-01-01T00:00:00 | 70,202,429 | 0 | 0.128555 | -1.05331 | -0.157697 | -1.132222 | -0.88768 | -1.554548 | 1.113651 | 45 | 2 |
2001-01-01T00:00:00 | 70,202,431 | 0 | -0.962287 | 0.65418 | -0.941325 | 0.245722 | 1.032908 | 1.724427 | -0.333632 | 55 | 1 |
2001-01-01T00:00:00 | 70,202,435 | 0 | 0.58232 | 0.751081 | 1.034301 | -0.965508 | 0.391954 | 0.900564 | 0.938548 | 55 | 2 |
2001-01-01T00:00:00 | 70,202,442 | 0.000229 | -0.963841 | -0.086537 | -0.26527 | 1.411126 | 1.760042 | 1.511751 | -1.55768 | 30 | 3 |
2001-01-01T00:00:00 | 70,202,444 | 0 | 3 | 0.841285 | 0.208183 | 0.055856 | 1.568283 | 1.264048 | -0.134212 | 40 | 2 |
2001-01-01T00:00:00 | 70,202,448 | 0 | -3 | 0.901239 | -1.696067 | 0.914896 | 0.263976 | -0.489418 | -1.036479 | 10 | 1 |
2001-01-01T00:00:00 | 70,202,463 | 0 | 0.481083 | -0.467991 | -0.091071 | -0.032045 | -0.661418 | 1.22386 | -0.041887 | 15 | 2 |
2001-01-01T00:00:00 | 70,202,467 | 0 | -0.630761 | -0.995871 | -0.892901 | 1.268433 | -1.258571 | -0.35996 | -1.407807 | 15 | 1 |
2001-01-01T00:00:00 | 70,202,472 | 0 | -0.127902 | 0.868604 | 1.362867 | -1.029053 | 0.039807 | -0.607753 | 1.005291 | 40 | 1 |
2001-01-01T00:00:00 | 70,202,482 | 0 | 0.569668 | 0.487954 | 0.992612 | 1.159752 | 1.104883 | 1.041467 | -1.293656 | 55 | 2 |
2001-01-01T00:00:00 | 70,202,487 | 0 | 0.178484 | 0.956893 | 0.270936 | 0.425902 | -0.010388 | 0.398276 | -0.522878 | 55 | 2 |
2001-01-01T00:00:00 | 70,202,509 | 0 | 0.010965 | -1.080373 | 0.22096 | -0.310994 | 0.332136 | -0.215664 | 0.251098 | 40 | 3 |
2001-01-01T00:00:00 | 70,202,516 | 0 | -3 | 1.291937 | 0.558102 | 0.322831 | 0.244556 | -0.25018 | -0.414622 | 10 | 2 |
2001-01-01T00:00:00 | 70,202,544 | 0.000107 | -2.275635 | -0.786581 | -0.769497 | 1.249097 | 2.086123 | -0.11819 | -1.387498 | 15 | 3 |
2001-01-01T00:00:00 | 70,202,548 | 0 | 0.729267 | -0.295284 | 0.512523 | -0.259466 | 0.643764 | -0.552962 | 0.196977 | 40 | 3 |
2001-01-01T00:00:00 | 70,202,550 | 0 | -1.579285 | 0.178784 | 0.216448 | -1.000017 | -0.278622 | 0.19691 | 0.974793 | 40 | 3 |
2001-01-01T00:00:00 | 70,202,554 | 0 | -0.041058 | 1.840152 | -0.469106 | -1.834647 | -1.099011 | 0.075731 | 1.851423 | 35 | 1 |
2001-01-01T00:00:00 | 70,202,592 | 0.000102 | -0.850717 | -0.002575 | 0.28327 | 0.944393 | 0.486493 | 1.290347 | -1.067461 | 20 | 3 |
2001-01-01T00:00:00 | 70,202,607 | 0 | -0.655235 | 0.905341 | 0.081383 | -0.055389 | -0.073196 | 0.37192 | -0.017369 | 20 | 2 |
2001-01-01T00:00:00 | 70,202,616 | 0.000238 | -3 | -0.381152 | -2.837217 | 1.367658 | 0.194089 | 0.844684 | -1.512025 | 15 | 3 |
2001-01-01T00:00:00 | 70,202,623 | 0 | 1.088393 | 0.836325 | -0.059773 | -0.515883 | -0.709482 | 0.719149 | 0.466298 | 30 | 1 |
2001-01-01T00:00:00 | 70,202,625 | 0 | -0.995013 | 0.627486 | 0.649683 | -0.18374 | 0.069851 | 1.006926 | 0.117441 | 30 | 1 |
2001-01-01T00:00:00 | 70,202,631 | 0 | -0.878478 | 0.358065 | 0.111584 | -1.385392 | -0.044418 | -0.474014 | 1.379561 | 40 | 1 |
2001-01-01T00:00:00 | 70,202,632 | 0 | 1.166641 | 0.323759 | 0.190055 | 0.291113 | 0.884187 | -0.424597 | -0.381307 | 40 | 1 |
2001-01-01T00:00:00 | 70,202,635 | 0 | -0.431905 | -0.00384 | -0.110919 | 0.919123 | -0.323293 | 0.502032 | -1.040919 | 30 | 2 |
2001-01-01T00:00:00 | 70,202,656 | 0 | 2.573 | -0.714745 | -0.181666 | -0.788725 | -1.363955 | -1.948547 | 0.752869 | 45 | 2 |
2001-01-01T00:00:00 | 70,202,696 | 0 | 0.855001 | 0.456923 | 0.272776 | 0.276922 | 0.410774 | 0.956136 | -0.366402 | 40 | 3 |
2001-01-01T00:00:00 | 70,202,698 | 0 | -1.836841 | 0.090226 | -0.279108 | 1.025658 | -0.488566 | -0.250588 | -1.152815 | 20 | 2 |
2001-01-01T00:00:00 | 70,202,699 | 0 | 2.46887 | -0.539097 | -1.734551 | 0.818319 | 1.599995 | 0.923057 | -0.935043 | 20 | 2 |
2001-01-01T00:00:00 | 70,202,713 | 0 | -1.943783 | -0.592511 | 0.163521 | -0.32133 | 0.491968 | 0.291974 | 0.261954 | 40 | 3 |
2001-01-01T00:00:00 | 70,202,723 | 0 | 0.614995 | -0.944798 | -1.127739 | 0.190759 | 2.629531 | -0.302586 | -0.275904 | 25 | 1 |
2001-01-01T00:00:00 | 70,202,726 | 0 | 0.357614 | -1.448176 | -0.308626 | 0.818247 | 2.722615 | -0.156268 | -0.934967 | 20 | 1 |
2001-01-01T00:00:00 | 70,202,729 | 0 | 0.090139 | -0.937594 | 0.055825 | -0.108111 | -0.101406 | -0.750455 | 0.038006 | 15 | 1 |
2001-01-01T00:00:00 | 70,202,738 | 0 | -1.067248 | 0.471898 | -1.323048 | 0.605753 | -0.807394 | -2.916444 | -0.71178 | 20 | 1 |
2001-01-01T00:00:00 | 70,202,772 | 0 | 0.096461 | 0.007953 | 0.234998 | 0.187234 | 0.898487 | 0.785697 | -0.2722 | 40 | 2 |
2001-01-01T00:00:00 | 70,202,777 | 0 | 1.068503 | 1.141565 | -1.981431 | 0.673626 | 1.1666 | 0.721178 | -0.783068 | 30 | 2 |
2001-01-01T00:00:00 | 70,202,820 | 0 | -2.195363 | -0.074465 | -0.777029 | 0.72907 | 0.377345 | 1.041939 | -0.841303 | 40 | 1 |
2001-01-01T00:00:00 | 70,202,821 | 0 | 0.58042 | 1.583924 | 0.711365 | 0.541586 | 0.150808 | 0.290816 | -0.644384 | 10 | 1 |
2001-01-01T00:00:00 | 70,202,829 | 0 | 1.222545 | 0.544739 | -0.956018 | 0.711476 | 1.049486 | -1.20039 | -0.822823 | 25 | 1 |
2001-01-01T00:00:00 | 70,202,832 | 0 | 1.463696 | 1.145288 | 0.752113 | 0.731753 | -0.308077 | -0.958466 | -0.844121 | 40 | 1 |
2001-01-01T00:00:00 | 70,202,836 | 0 | -1.576691 | 0.70931 | -1.366422 | 0.701277 | 0.227752 | 0.97376 | -0.812111 | 15 | 2 |
2001-01-01T00:00:00 | 70,202,838 | 0 | -0.30682 | 0.547639 | -0.025267 | -0.435109 | 0.883229 | 0.188911 | 0.381459 | 30 | 2 |
2001-01-01T00:00:00 | 70,202,849 | 0 | 0.528613 | -0.361144 | 0.090669 | -0.555611 | 1.186471 | 0.427426 | 0.508025 | 20 | 2 |
2001-01-01T00:00:00 | 70,203,019 | 0 | 1.551206 | 1.844371 | 0.119089 | 0.49055 | 0.586913 | -0.332384 | -0.59078 | 40 | 2 |
2001-01-01T00:00:00 | 70,203,262 | 0 | -1.156552 | 0.340089 | 0.927344 | -0.402212 | 0.534902 | 0.601433 | 0.346907 | 35 | 3 |
2001-01-01T00:00:00 | 70,203,284 | 0 | -0.305907 | 1.790326 | 1.180228 | -1.487996 | -1.271323 | 0.399339 | 1.487328 | 35 | 2 |
2001-01-01T00:00:00 | 70,203,295 | 0 | 2.628066 | -1.524113 | -0.515239 | 1.10747 | 0.686347 | -1.058138 | -1.238744 | 25 | 3 |
2001-01-01T00:00:00 | 70,203,306 | 0 | -0.223594 | -0.098271 | 0.810227 | 0.051452 | 0.922039 | -0.089984 | -0.129586 | 40 | 2 |
2001-01-01T00:00:00 | 70,203,317 | 0.000192 | -1.337689 | 1.410163 | 1.434795 | 0.814712 | 1.380993 | 1.515764 | -0.931254 | 10 | 3 |
2001-01-01T00:00:00 | 70,203,340 | 0 | -0.058963 | 2.782672 | -0.799057 | -0.660265 | -0.5448 | 0.130161 | 0.617945 | 25 | 3 |
2001-01-01T00:00:00 | 70,203,351 | 0 | 2.434769 | -0.683231 | -0.181666 | -0.877385 | -1.280609 | -2.078655 | 0.84599 | 45 | 2 |
2001-01-01T00:00:00 | 70,203,433 | 0 | -0.034151 | 0.257656 | -0.594543 | -0.858818 | 0.64559 | 0.946387 | 0.826489 | 30 | 1 |
2001-01-01T00:00:00 | 70,203,492 | 0 | -0.948879 | -0.54306 | -0.457045 | 0.40519 | 1.898603 | 0.848744 | -0.501124 | 15 | 2 |
2001-01-01T00:00:00 | 70,203,524 | 0 | 0.005261 | -0.247529 | -0.62442 | 0.150872 | 2.945961 | -0.058189 | -0.234009 | 55 | 1 |
2001-01-01T00:00:00 | 70,203,567 | 0 | 0.410516 | 1.452061 | 0.614857 | -0.418542 | -0.891409 | 0.582922 | 0.364059 | 35 | 2 |
2001-01-01T00:00:00 | 70,203,755 | 0 | 0.075855 | 0.24009 | 0.159496 | -1.437686 | -1.156481 | -0.522875 | 1.434486 | 10 | 1 |
2001-01-01T00:00:00 | 70,203,870 | 0 | -0.229364 | 0.986794 | 1.284102 | 0.246878 | -0.543385 | -0.297852 | -0.334846 | 40 | 2 |
2001-01-01T00:00:00 | 70,203,918 | 0 | 1.03369 | 0.37916 | 1.497848 | -1.773675 | -0.012841 | 0.804523 | 1.787383 | 40 | 2 |
2001-01-01T00:00:00 | 70,203,925 | 0 | 1.126334 | 0.415826 | 1.445093 | 0.486009 | -0.709147 | -0.892849 | -0.58601 | 35 | 1 |
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