I have time-series data (see pic, and data below).
My interest is in bumpy Blue line(v6); the Yellow line(v8) turns ahead of v6, as a precursor.
My challenge is how to use SAS to ID the turn of Yellow line(v8, v15 is ema of v8), with some metrics.
Any help, Thanks. Coding is appreciated.
v3 | v6 | v8 | v11 | v14 | v15 |
375 | 4000.548 | 4001.694 | 4000.787 | 3999.176 | 3999.176 |
376 | 4000.554 | 4001.499 | 4000.72 | 3999.459 | 3999.459 |
377 | 4000.336 | 4001.189 | 4000.508 | 3999.322 | 3999.456 |
378 | 4000.353 | 4001.269 | 4000.469 | 3999.347 | 3999.453 |
379 | 4000.402 | 4001.002 | 4000.868 | 3999.27 | 3999.449 |
380 | 4000.444 | 4001.007 | 4000.888 | 3999.377 | 3999.447 |
381 | 4000.317 | 4001.012 | 4000.456 | 3999.492 | 3999.448 |
382 | 4000.512 | 4001.097 | 4000.458 | 4000.025 | 3999.462 |
383 | 4000.619 | 4001.029 | 4000.704 | 4000.13 | 3999.479 |
384 | 4000.53 | 4001.003 | 4000.696 | 3999.883 | 3999.489 |
385 | 4000.456 | 4000.852 | 4000.648 | 3999.85 | 3999.498 |
386 | 4000.554 | 4001.018 | 4000.737 | 3999.894 | 3999.508 |
387 | 4000.464 | 4000.965 | 4000.798 | 3999.586 | 3999.51 |
388 | 4000.363 | 4000.866 | 4000.611 | 3999.59 | 3999.512 |
389 | 4000.374 | 4001.105 | 4000.458 | 3999.583 | 3999.514 |
390 | 4000.48 | 4000.893 | 4000.822 | 3999.678 | 3999.518 |
391 | 4000.458 | 4000.935 | 4000.707 | 3999.707 | 3999.523 |
392 | 4000.392 | 4000.984 | 4000.534 | 3999.662 | 3999.526 |
393 | 4000.445 | 4000.963 | 4000.318 | 4000.111 | 3999.541 |
394 | 4000.581 | 4001.141 | 4000.644 | 3999.975 | 3999.552 |
395 | 4000.736 | 4001.314 | 4000.687 | 4000.249 | 3999.569 |
396 | 4000.68 | 4001.242 | 4000.684 | 4000.144 | 3999.583 |
397 | 4000.685 | 4001.092 | 4000.867 | 4000.08 | 3999.596 |
398 | 4000.603 | 4001.239 | 4000.7 | 3999.884 | 3999.603 |
399 | 4000.532 | 4001.318 | 4000.234 | 4000.148 | 3999.617 |
400 | 4000.538 | 4001.301 | 4000.497 | 3999.866 | 3999.623 |
401 | 4000.432 | 4001.12 | 4000.521 | 3999.675 | 3999.624 |
402 | 4000.416 | 4001.103 | 4000.355 | 3999.84 | 3999.63 |
403 | 4000.445 | 4001.057 | 4000.54 | 3999.753 | 3999.633 |
404 | 4000.612 | 4001.259 | 4000.729 | 3999.86 | 3999.638 |
405 | 4000.437 | 4001.049 | 4000.544 | 3999.73 | 3999.641 |
406 | 4000.396 | 4000.889 | 4000.558 | 3999.736 | 3999.643 |
407 | 4000.526 | 4001.067 | 4000.586 | 3999.942 | 3999.651 |
408 | 4000.599 | 4001.423 | 4000.576 | 3999.849 | 3999.655 |
409 | 4000.458 | 4000.994 | 4000.794 | 3999.545 | 3999.653 |
410 | 4000.463 | 4001.007 | 4000.474 | 3999.937 | 3999.66 |
411 | 4000.485 | 4001.242 | 4000.336 | 3999.95 | 3999.667 |
412 | 4000.504 | 4001.041 | 4000.489 | 4000.015 | 3999.676 |
413 | 4000.635 | 4001.207 | 4000.568 | 4000.175 | 3999.688 |
414 | 4000.52 | 4000.926 | 4000.644 | 3999.986 | 3999.696 |
415 | 4000.435 | 4000.939 | 4000.559 | 3999.809 | 3999.699 |
416 | 4000.582 | 4001.354 | 4000.62 | 3999.808 | 3999.701 |
417 | 4000.523 | 4001.089 | 4000.826 | 3999.623 | 3999.699 |
418 | 4000.511 | 4000.83 | 4000.73 | 3999.944 | 3999.705 |
419 | 4000.48 | 4000.817 | 4000.615 | 3999.998 | 3999.713 |
420 | 4000.404 | 4000.932 | 4000.311 | 4000.018 | 3999.72 |
421 | 4000.394 | 4000.791 | 4000.342 | 4000.08 | 3999.729 |
422 | 4000.316 | 4000.804 | 4000.246 | 3999.94 | 3999.735 |
423 | 4000.473 | 4000.883 | 4000.517 | 4000.031 | 3999.742 |
424 | 4000.486 | 4000.772 | 4000.59 | 4000.09 | 3999.751 |
425 | 4000.451 | 4000.691 | 4000.717 | 3999.902 | 3999.755 |
426 | 4000.65 | 4000.812 | 4001.03 | 4000.038 | 3999.762 |
427 | 4000.529 | 4000.845 | 4000.781 | 3999.927 | 3999.766 |
428 | 4000.486 | 4000.756 | 4000.831 | 3999.814 | 3999.767 |
429 | 4000.247 | 4000.883 | 4000.148 | 3999.766 | 3999.767 |
430 | 4000.275 | 4000.816 | 4000.167 | 3999.894 | 3999.77 |
431 | 4000.339 | 4000.813 | 4000.332 | 3999.9 | 3999.773 |
432 | 4000.268 | 4000.862 | 4000.136 | 3999.866 | 3999.776 |
433 | 4000.486 | 4001.011 | 4000.536 | 3999.931 | 3999.78 |
434 | 4000.394 | 4000.777 | 4000.49 | 3999.917 | 3999.783 |
435 | 4000.332 | 4000.865 | 4000.142 | 4000.058 | 3999.79 |
436 | 4000.271 | 4000.533 | 4000.289 | 4000.002 | 3999.795 |
437 | 4000.294 | 4000.498 | 4000.37 | 4000.011 | 3999.801 |
438 | 4000.377 | 4000.594 | 4000.567 | 3999.941 | 3999.804 |
439 | 4000.243 | 4000.606 | 4000.391 | 3999.72 | 3999.802 |
440 | 4000.334 | 4000.343 | 4000.791 | 3999.774 | 3999.801 |
441 | 4000.306 | 4000.41 | 4000.702 | 3999.729 | 3999.8 |
442 | 4000.699 | 4001.315 | 4000.756 | 4000.048 | 3999.806 |
443 | 4000.223 | 4000.314 | 4000.348 | 3999.986 | 3999.81 |
444 | 4000.258 | 4000.333 | 4000.395 | 4000.02 | 3999.815 |
445 | 4000.336 | 4000.585 | 4000.524 | 3999.872 | 3999.817 |
446 | 4000.226 | 4000.127 | 4000.456 | 4000.042 | 3999.823 |
447 | 4000.268 | 4000.295 | 4000.313 | 4000.188 | 3999.832 |
448 | 4000.374 | 4000.286 | 4000.585 | 4000.201 | 3999.841 |
449 | 4000.323 | 4000.231 | 4000.506 | 4000.188 | 3999.85 |
450 | 4000.425 | 4000.535 | 4000.474 | 4000.263 | 3999.86 |
451 | 4000.409 | 4000.372 | 4000.491 | 4000.344 | 3999.872 |
452 | 4000.3 | 4000.256 | 4000.612 | 3999.966 | 3999.874 |
453 | 4000.394 | 4000.356 | 4000.489 | 4000.316 | 3999.885 |
454 | 4000.526 | 4000.324 | 4000.569 | 4000.664 | 3999.905 |
455 | 4000.442 | 4000.295 | 4000.671 | 4000.303 | 3999.915 |
456 | 4000.439 | 4000.444 | 4000.447 | 4000.423 | 3999.928 |
457 | 4000.362 | 4000.173 | 4000.561 | 4000.3 | 3999.937 |
458 | 4000.541 | 4000.509 | 4000.609 | 4000.49 | 3999.951 |
459 | 4000.713 | 4000.583 | 4000.856 | 4000.662 | 3999.968 |
460 | 4000.485 | 4000.304 | 4000.454 | 4000.693 | 3999.987 |
461 | 4000.443 | 4000.141 | 4000.466 | 4000.701 | 4000.004 |
462 | 4000.499 | 4000.359 | 4000.695 | 4000.396 | 4000.014 |
463 | 4000.559 | 4000.236 | 4000.651 | 4000.752 | 4000.033 |
464 | 4000.551 | 4000.357 | 4000.801 | 4000.431 | 4000.043 |
465 | 4000.441 | 4000.004 | 4000.762 | 4000.466 | 4000.053 |
466 | 4000.394 | 4000.123 | 4000.509 | 4000.512 | 4000.065 |
467 | 4000.34 | 4000.002 | 4000.224 | 4000.8 | 4000.083 |
468 | 4000.383 | 3999.981 | 4000.389 | 4000.754 | 4000.1 |
469 | 4000.304 | 3999.992 | 4000.268 | 4000.641 | 4000.113 |
470 | 4000.501 | 4000.371 | 4000.514 | 4000.607 | 4000.126 |
471 | 4000.435 | 4000.314 | 4000.331 | 4000.674 | 4000.139 |
472 | 4000.709 | 4000.565 | 4000.75 | 4000.796 | 4000.156 |
473 | 4000.592 | 4000.379 | 4000.786 | 4000.558 | 4000.166 |
474 | 4000.404 | 4000.348 | 4000.427 | 4000.43 | 4000.173 |
475 | 4000.478 | 4000.358 | 4000.466 | 4000.607 | 4000.183 |
476 | 4000.573 | 4000.246 | 4000.702 | 4000.728 | 4000.197 |
477 | 4000.315 | 3999.896 | 4000.348 | 4000.669 | 4000.209 |
478 | 4000.399 | 4000.126 | 4000.623 | 4000.386 | 4000.213 |
479 | 4000.497 | 4000.321 | 4000.516 | 4000.641 | 4000.224 |
480 | 4000.473 | 4000.202 | 4000.405 | 4000.81 | 4000.239 |
481 | 4000.514 | 3999.956 | 4000.539 | 4001.01 | 4000.258 |
482 | 4000.471 | 4000.148 | 4000.25 | 4001.044 | 4000.278 |
483 | 4000.358 | 4000.332 | 4000.212 | 4000.56 | 4000.285 |
484 | 4000.319 | 4000.069 | 4000.531 | 4000.298 | 4000.285 |
485 | 4000.437 | 4000.031 | 4000.841 | 4000.332 | 4000.286 |
486 | 4000.164 | 3999.602 | 4000.584 | 4000.186 | 4000.284 |
487 | 4000.313 | 3999.653 | 4000.582 | 4000.611 | 4000.292 |
488 | 4000.391 | 3999.974 | 4000.664 | 4000.455 | 4000.296 |
489 | 4000.287 | 3999.77 | 4000.501 | 4000.515 | 4000.301 |
490 | 4000.533 | 4000.219 | 4000.722 | 4000.601 | 4000.309 |
491 | 4000.638 | 4000.333 | 4000.641 | 4000.923 | 4000.324 |
492 | 4000.399 | 3999.968 | 4000.549 | 4000.626 | 4000.332 |
493 | 4000.317 | 3999.713 | 4000.478 | 4000.693 | 4000.341 |
494 | 4000.15 | 3999.605 | 4000.263 | 4000.528 | 4000.345 |
495 | 4000.393 | 3999.825 | 4000.626 | 4000.648 | 4000.353 |
496 | 4000.433 | 3999.769 | 4000.721 | 4000.713 | 4000.362 |
497 | 4000.557 | 4000.116 | 4000.953 | 4000.493 | 4000.365 |
498 | 4000.358 | 3999.978 | 4000.537 | 4000.502 | 4000.369 |
499 | 4000.421 | 3999.932 | 4000.546 | 4000.733 | 4000.378 |
500 | 4000.566 | 4000.092 | 4000.735 | 4000.812 | 4000.389 |
501 | 4000.366 | 3999.916 | 4000.395 | 4000.758 | 4000.398 |
502 | 4000.615 | 4000.192 | 4000.778 | 4000.819 | 4000.408 |
503 | 4000.44 | 3999.695 | 4000.582 | 4000.971 | 4000.422 |
504 | 4000.39 | 3999.746 | 4000.622 | 4000.718 | 4000.43 |
505 | 4000.471 | 4000.155 | 4000.463 | 4000.778 | 4000.439 |
506 | 4000.553 | 3999.816 | 4000.62 | 4001.167 | 4000.457 |
507 | 4000.546 | 3999.715 | 4000.753 | 4001.082 | 4000.472 |
508 | 4000.579 | 3999.825 | 4000.738 | 4001.098 | 4000.488 |
509 | 4000.729 | 4000.056 | 4000.952 | 4001.096 | 4000.503 |
510 | 4000.539 | 3999.781 | 4000.84 | 4000.891 | 4000.513 |
511 | 4000.665 | 4000.013 | 4000.809 | 4001.107 | 4000.528 |
512 | 4000.682 | 4000.105 | 4000.738 | 4001.158 | 4000.544 |
513 | 4000.614 | 3999.954 | 4000.902 | 4000.89 | 4000.552 |
514 | 4000.699 | 4000.077 | 4001.092 | 4000.812 | 4000.559 |
515 | 4000.76 | 4000.227 | 4000.967 | 4001.014 | 4000.57 |
516 | 4000.774 | 4000.275 | 4000.985 | 4000.989 | 4000.581 |
517 | 4000.591 | 4000.167 | 4000.76 | 4000.787 | 4000.586 |
518 | 4000.69 | 4000.239 | 4000.593 | 4001.231 | 4000.602 |
519 | 4000.613 | 3999.996 | 4000.716 | 4001.072 | 4000.614 |
520 | 4000.676 | 4000.185 | 4000.869 | 4000.908 | 4000.621 |
521 | 4000.685 | 4000.267 | 4000.866 | 4000.86 | 4000.627 |
522 | 4000.714 | 4000.098 | 4000.949 | 4001.012 | 4000.637 |
523 | 4000.595 | 3999.919 | 4000.879 | 4000.892 | 4000.643 |
524 | 4000.598 | 4000.198 | 4000.692 | 4000.863 | 4000.648 |
525 | 4000.375 | 3999.791 | 4000.415 | 4000.879 | 4000.654 |
526 | 4000.53 | 3999.825 | 4000.738 | 4000.946 | 4000.662 |
527 | 4000.568 | 4000.096 | 4000.616 | 4000.956 | 4000.669 |
528 | 4000.511 | 4000.052 | 4000.473 | 4000.992 | 4000.677 |
529 | 4000.622 | 4000.029 | 4000.582 | 4001.23 | 4000.691 |
530 | 4000.554 | 3999.807 | 4001.02 | 4000.698 | 4000.691 |
531 | 4000.481 | 3999.96 | 4000.738 | 4000.663 | 4000.69 |
532 | 4000.494 | 3999.713 | 4000.645 | 4001.049 | 4000.699 |
533 | 4000.506 | 3999.787 | 4000.622 | 4001.047 | 4000.708 |
534 | 4000.656 | 4000.005 | 4000.746 | 4001.162 | 4000.719 |
535 | 4000.742 | 4000.114 | 4001.086 | 4000.918 | 4000.724 |
536 | 4000.516 | 3999.684 | 4000.878 | 4000.865 | 4000.728 |
537 | 4000.636 | 3999.898 | 4000.741 | 4001.205 | 4000.74 |
538 | 4000.653 | 3999.838 | 4000.772 | 4001.278 | 4000.753 |
539 | 4000.668 | 3999.921 | 4000.737 | 4001.29 | 4000.767 |
540 | 4000.424 | 3999.695 | 4000.431 | 4001.106 | 4000.775 |
541 | 4000.453 | 3999.792 | 4000.279 | 4001.287 | 4000.788 |
542 | 4000.577 | 3999.961 | 4000.574 | 4001.163 | 4000.797 |
543 | 4000.479 | 3999.698 | 4000.472 | 4001.227 | 4000.808 |
544 | 4000.765 | 4000.2 | 4000.942 | 4001.085 | 4000.815 |
545 | 4000.804 | 4000.036 | 4001.094 | 4001.178 | 4000.824 |
546 | 4000.779 | 3999.649 | 4001.379 | 4001.122 | 4000.831 |
547 | 4000.781 | 3999.932 | 4001.293 | 4000.963 | 4000.835 |
548 | 4000.606 | 3999.783 | 4000.872 | 4001.064 | 4000.84 |
549 | 4000.683 | 3999.646 | 4001.047 | 4001.222 | 4000.85 |
550 | 4000.632 | 3999.682 | 4000.783 | 4001.349 | 4000.862 |
551 | 4000.713 | 3999.773 | 4001.078 | 4001.161 | 4000.87 |
552 | 4000.637 | 3999.531 | 4001.084 | 4001.142 | 4000.877 |
553 | 4000.639 | 3999.625 | 4001.04 | 4001.114 | 4000.883 |
554 | 4000.556 | 3999.636 | 4000.647 | 4001.315 | 4000.893 |
555 | 4000.586 | 3999.838 | 4000.47 | 4001.433 | 4000.907 |
556 | 4000.801 | 4000.019 | 4000.936 | 4001.376 | 4000.919 |
557 | 4000.643 | 3999.743 | 4000.953 | 4001.118 | 4000.924 |
558 | 4000.73 | 3999.742 | 4001.144 | 4001.163 | 4000.93 |
559 | 4000.769 | 3999.92 | 4001.175 | 4001.081 | 4000.933 |
560 | 4000.63 | 3999.598 | 4000.913 | 4001.263 | 4000.942 |
561 | 4000.569 | 3999.788 | 4000.675 | 4001.179 | 4000.948 |
562 | 4000.611 | 3999.94 | 4000.64 | 4001.209 | 4000.954 |
563 | 4000.476 | 3999.718 | 4000.694 | 4000.928 | 4000.953 |
564 | 4000.567 | 3999.756 | 4000.819 | 4001.028 | 4000.955 |
565 | 4000.709 | 3999.822 | 4000.988 | 4001.209 | 4000.962 |
566 | 4000.617 | 3999.761 | 4000.908 | 4001.073 | 4000.964 |
567 | 4000.654 | 3999.629 | 4000.787 | 4001.461 | 4000.977 |
568 | 4000.73 | 3999.784 | 4000.765 | 4001.583 | 4000.992 |
569 | 4000.781 | 3999.898 | 4000.847 | 4001.535 | 4001.006 |
570 | 4000.535 | 3999.621 | 4000.476 | 4001.468 | 4001.017 |
571 | 4000.51 | 3999.646 | 4000.399 | 4001.46 | 4001.028 |
572 | 4000.615 | 3999.63 | 4000.536 | 4001.64 | 4001.044 |
573 | 4000.714 | 3999.661 | 4000.872 | 4001.519 | 4001.055 |
574 | 4000.65 | 3999.515 | 4000.846 | 4001.485 | 4001.066 |
575 | 4000.5 | 3999.554 | 4000.676 | 4001.181 | 4001.069 |
576 | 4000.675 | 3999.65 | 4001.037 | 4001.205 | 4001.072 |
577 | 4000.628 | 3999.863 | 4000.906 | 4001.014 | 4001.071 |
578 | 4000.693 | 3999.817 | 4000.922 | 4001.244 | 4001.075 |
579 | 4000.897 | 3999.759 | 4001.119 | 4001.702 | 4001.091 |
580 | 4000.738 | 3999.479 | 4000.877 | 4001.76 | 4001.108 |
581 | 4000.654 | 3999.359 | 4000.964 | 4001.501 | 4001.118 |
582 | 4000.74 | 3999.574 | 4001.13 | 4001.369 | 4001.124 |
583 | 4000.617 | 3999.496 | 4001.085 | 4001.111 | 4001.123 |
584 | 4000.643 | 3999.735 | 4000.927 | 4001.159 | 4001.124 |
585 | 4000.733 | 3999.764 | 4000.933 | 4001.408 | 4001.131 |
586 | 4000.664 | 3999.65 | 4000.96 | 4001.265 | 4001.135 |
587 | 4000.522 | 3999.537 | 4000.677 | 4001.266 | 4001.138 |
588 | 4000.469 | 3999.719 | 4000.525 | 4001.11 | 4001.137 |
589 | 4000.624 | 3999.613 | 4000.924 | 4001.216 | 4001.139 |
590 | 4000.624 | 3999.543 | 4000.882 | 4001.335 | 4001.144 |
591 | 4000.581 | 3999.515 | 4000.618 | 4001.544 | 4001.154 |
592 | 4000.461 | 3999.651 | 4000.439 | 4001.252 | 4001.157 |
593 | 4000.384 | 3999.626 | 4000.389 | 4001.095 | 4001.155 |
594 | 4000.397 | 3999.422 | 4000.552 | 4001.13 | 4001.154 |
595 | 4000.6 | 3999.509 | 4000.892 | 4001.277 | 4001.158 |
596 | 4000.595 | 3999.57 | 4001.122 | 4000.927 | 4001.152 |
597 | 4000.506 | 3999.553 | 4000.808 | 4001.042 | 4001.149 |
598 | 4000.759 | 3999.429 | 4001.133 | 4001.563 | 4001.159 |
599 | 4000.704 | 3999.545 | 4001.08 | 4001.347 | 4001.164 |
600 | 4000.802 | 3999.569 | 4001.305 | 4001.36 | 4001.169 |
601 | 4000.686 | 3999.407 | 4001.085 | 4001.413 | 4001.175 |
602 | 4000.769 | 3999.55 | 4001.197 | 4001.404 | 4001.181 |
603 | 4000.622 | 3999.349 | 4001.122 | 4001.219 | 4001.182 |
604 | 4000.679 | 3999.494 | 4001.144 | 4001.236 | 4001.183 |
605 | 4000.527 | 3999.276 | 4000.992 | 4001.146 | 4001.182 |
606 | 4000.563 | 3999.524 | 4000.917 | 4001.118 | 4001.181 |
607 | 4000.761 | 3999.582 | 4001.039 | 4001.538 | 4001.19 |
608 | 4000.745 | 3999.796 | 4000.822 | 4001.549 | 4001.199 |
609 | 4000.779 | 3999.583 | 4001.08 | 4001.545 | 4001.207 |
610 | 4000.699 | 3999.541 | 4001.044 | 4001.374 | 4001.211 |
611 | 4000.774 | 3999.461 | 4001.23 | 4001.465 | 4001.218 |
612 | 4000.591 | 3999.284 | 4000.954 | 4001.387 | 4001.222 |
613 | 4000.454 | 3999.191 | 4000.639 | 4001.424 | 4001.227 |
614 | 4000.593 | 3999.371 | 4000.657 | 4001.672 | 4001.238 |
615 | 4000.615 | 3999.478 | 4000.672 | 4001.622 | 4001.248 |
616 | 4000.584 | 3999.372 | 4000.713 | 4001.573 | 4001.256 |
617 | 4000.596 | 3999.373 | 4000.925 | 4001.354 | 4001.258 |
618 | 4000.454 | 3999.313 | 4000.655 | 4001.29 | 4001.259 |
619 | 4000.625 | 3999.528 | 4000.876 | 4001.358 | 4001.262 |
620 | 4000.631 | 3999.342 | 4000.812 | 4001.631 | 4001.271 |
621 | 4000.624 | 3999.249 | 4000.708 | 4001.823 | 4001.285 |
622 | 4000.79 | 3999.573 | 4001.084 | 4001.586 | 4001.292 |
623 | 4000.774 | 3999.615 | 4001.141 | 4001.427 | 4001.295 |
624 | 4000.657 | 3999.471 | 4000.959 | 4001.413 | 4001.298 |
625 | 4000.687 | 3999.088 | 4001.088 | 4001.713 | 4001.309 |
626 | 4000.677 | 3999.462 | 4000.828 | 4001.642 | 4001.317 |
627 | 4000.324 | 3998.906 | 4000.544 | 4001.399 | 4001.319 |
628 | 4000.789 | 3999.471 | 4001.066 | 4001.699 | 4001.329 |
629 | 4000.549 | 3998.91 | 4000.75 | 4001.857 | 4001.342 |
630 | 4000.52 | 3998.797 | 4001.017 | 4001.546 | 4001.347 |
631 | 4000.537 | 3998.894 | 4000.946 | 4001.596 | 4001.353 |
632 | 4000.286 | 3998.733 | 4000.807 | 4001.126 | 4001.347 |
633 | 4000.451 | 3999.33 | 4000.691 | 4001.221 | 4001.344 |
634 | 4000.644 | 3999.191 | 4000.92 | 4001.682 | 4001.353 |
635 | 4000.567 | 3999.176 | 4000.884 | 4001.5 | 4001.356 |
636 | 4000.823 | 3999.377 | 4001.336 | 4001.57 | 4001.362 |
637 | 4000.731 | 3999.306 | 4001.314 | 4001.373 | 4001.362 |
638 | 4000.421 | 3999.248 | 4000.472 | 4001.467 | 4001.365 |
639 | 4000.558 | 3999.179 | 4000.815 | 4001.55 | 4001.369 |
640 | 4000.535 | 3999.236 | 4000.961 | 4001.248 | 4001.366 |
641 | 4000.549 | 3999.205 | 4000.803 | 4001.513 | 4001.37 |
642 | 4000.649 | 3999.271 | 4000.826 | 4001.736 | 4001.379 |
643 | 4000.626 | 3999.271 | 4000.867 | 4001.617 | 4001.385 |
644 | 4000.715 | 3999.435 | 4001.235 | 4001.295 | 4001.383 |
645 | 4000.837 | 3999.276 | 4001.252 | 4001.81 | 4001.394 |
646 | 4000.697 | 3999.053 | 4001.09 | 4001.775 | 4001.403 |
647 | 4000.697 | 3999.135 | 4001.02 | 4001.782 | 4001.413 |
648 | 4000.875 | 3999.396 | 4001.174 | 4001.912 | 4001.425 |
649 | 4000.807 | 3999.218 | 4001.329 | 4001.676 | 4001.431 |
650 | 4000.715 | 3999.193 | 4001.021 | 4001.783 | 4001.44 |
651 | 4000.789 | 3999.248 | 4001.143 | 4001.819 | 4001.45 |
652 | 4000.818 | 3999.508 | 4001.028 | 4001.801 | 4001.458 |
653 | 4000.752 | 3999.34 | 4001 | 4001.787 | 4001.467 |
654 | 4000.576 | 3998.997 | 4000.969 | 4001.593 | 4001.47 |
655 | 4000.795 | 3999.364 | 4001.389 | 4001.428 | 4001.469 |
656 | 4000.853 | 3999.295 | 4001.349 | 4001.727 | 4001.475 |
657 | 4000.738 | 3999.138 | 4001.079 | 4001.837 | 4001.484 |
658 | 4000.718 | 3999.324 | 4001.142 | 4001.523 | 4001.485 |
659 | 4000.62 | 3998.98 | 4001.152 | 4001.525 | 4001.486 |
660 | 4000.892 | 3999.274 | 4001.466 | 4001.727 | 4001.492 |
661 | 4000.822 | 3999.23 | 4001.296 | 4001.752 | 4001.499 |
662 | 4000.847 | 3999.024 | 4001.495 | 4001.786 | 4001.506 |
663 | 4000.841 | 3999.049 | 4001.396 | 4001.862 | 4001.515 |
664 | 4000.547 | 3998.819 | 4001.065 | 4001.553 | 4001.516 |
665 | 4000.795 | 3999.206 | 4001.119 | 4001.906 | 4001.525 |
666 | 4000.876 | 3999.272 | 4001.229 | 4001.964 | 4001.536 |
667 | 4000.931 | 3999.2 | 4001.354 | 4002.054 | 4001.549 |
668 | 4000.81 | 3998.945 | 4001.451 | 4001.797 | 4001.556 |
669 | 4000.855 | 3999.061 | 4001.391 | 4001.902 | 4001.564 |
670 | 4000.759 | 3999.232 | 4001.316 | 4001.529 | 4001.563 |
671 | 4000.768 | 3999.222 | 4001.158 | 4001.756 | 4001.568 |
672 | 4000.895 | 3999.488 | 4001.151 | 4001.916 | 4001.577 |
673 | 4000.826 | 3999.363 | 4000.894 | 4002.128 | 4001.591 |
674 | 4000.668 | 3999.013 | 4000.767 | 4002.112 | 4001.604 |
675 | 4000.803 | 3999.19 | 4000.902 | 4002.207 | 4001.619 |
676 | 4000.694 | 3999.15 | 4000.898 | 4001.907 | 4001.626 |
677 | 4000.737 | 3999.122 | 4001.03 | 4001.908 | 4001.633 |
678 | 4000.771 | 3999.011 | 4001.164 | 4001.96 | 4001.641 |
679 | 4000.921 | 3998.743 | 4001.602 | 4002.154 | 4001.654 |
680 | 4001.024 | 3999.209 | 4001.469 | 4002.2 | 4001.668 |
681 | 4000.913 | 3999.139 | 4001.255 | 4002.174 | 4001.68 |
682 | 4000.611 | 3998.856 | 4000.753 | 4002.099 | 4001.691 |
683 | 4000.732 | 3999.252 | 4000.808 | 4002.037 | 4001.699 |
684 | 4000.719 | 3998.921 | 4001.029 | 4002.045 | 4001.708 |
685 | 4000.81 | 3999.162 | 4001.146 | 4001.961 | 4001.714 |
686 | 4000.701 | 3999.169 | 4000.881 | 4001.931 | 4001.72 |
687 | 4000.827 | 3998.934 | 4001.088 | 4002.3 | 4001.734 |
688 | 4000.773 | 3998.882 | 4001.032 | 4002.248 | 4001.747 |
689 | 4000.844 | 3999.132 | 4001.067 | 4002.191 | 4001.758 |
690 | 4000.68 | 3999.085 | 4000.586 | 4002.301 | 4001.772 |
691 | 4000.538 | 3998.819 | 4000.529 | 4002.175 | 4001.782 |
692 | 4000.758 | 3998.973 | 4000.868 | 4002.311 | 4001.795 |
693 | 4000.825 | 3999.092 | 4000.701 | 4002.613 | 4001.816 |
694 | 4000.849 | 3999.161 | 4000.866 | 4002.422 | 4001.831 |
695 | 4000.673 | 3999.077 | 4000.694 | 4002.155 | 4001.839 |
696 | 4000.629 | 3998.922 | 4000.612 | 4002.262 | 4001.849 |
697 | 4000.706 | 3999.1 | 4000.582 | 4002.373 | 4001.863 |
698 | 4000.507 | 3999.013 | 4000.23 | 4002.254 | 4001.872 |
699 | 4000.627 | 3999.309 | 4000.345 | 4002.214 | 4001.881 |
700 | 4000.468 | 3998.912 | 4000.352 | 4002.078 | 4001.886 |
701 | 4000.728 | 3999.153 | 4000.626 | 4002.341 | 4001.897 |
702 | 4000.758 | 3999.074 | 4000.888 | 4002.191 | 4001.904 |
703 | 4000.976 | 3999.005 | 4001.459 | 4002.255 | 4001.913 |
704 | 4001.059 | 3999.099 | 4001.412 | 4002.486 | 4001.928 |
705 | 4000.919 | 3998.983 | 4001.133 | 4002.49 | 4001.942 |
706 | 4000.83 | 3998.72 | 4001.082 | 4002.518 | 4001.956 |
707 | 4000.952 | 3999.092 | 4001.099 | 4002.533 | 4001.97 |
708 | 4000.948 | 3999.078 | 4001.005 | 4002.646 | 4001.987 |
709 | 4000.856 | 3998.842 | 4001.015 | 4002.565 | 4002.002 |
710 | 4000.799 | 3998.815 | 4000.989 | 4002.443 | 4002.013 |
711 | 4000.892 | 3999.118 | 4001.016 | 4002.418 | 4002.023 |
712 | 4000.86 | 3999.052 | 4000.887 | 4002.537 | 4002.036 |
713 | 4000.973 | 3999.086 | 4000.946 | 4002.787 | 4002.055 |
714 | 4000.881 | 3999.126 | 4001.069 | 4002.311 | 4002.061 |
715 | 4000.863 | 3999.126 | 4000.885 | 4002.478 | 4002.071 |
716 | 4000.973 | 3999.037 | 4001.074 | 4002.681 | 4002.087 |
717 | 4000.855 | 3998.768 | 4001.096 | 4002.536 | 4002.098 |
718 | 4000.897 | 3998.758 | 4001.139 | 4002.625 | 4002.111 |
719 | 4000.915 | 3998.777 | 4001.054 | 4002.767 | 4002.127 |
720 | 4000.841 | 3998.365 | 4001.011 | 4002.973 | 4002.149 |
721 | 4000.872 | 3998.861 | 4000.7 | 4002.979 | 4002.169 |
722 | 4000.907 | 3998.639 | 4000.951 | 4002.996 | 4002.19 |
723 | 4000.948 | 3998.928 | 4001.161 | 4002.599 | 4002.2 |
724 | 4000.88 | 3998.674 | 4001.251 | 4002.516 | 4002.208 |
725 | 4000.763 | 3998.565 | 4001.104 | 4002.428 | 4002.214 |
726 | 4000.69 | 3998.713 | 4000.89 | 4002.316 | 4002.216 |
727 | 4000.636 | 3998.635 | 4000.747 | 4002.393 | 4002.221 |
728 | 4000.847 | 3998.855 | 4001.074 | 4002.454 | 4002.226 |
729 | 4000.837 | 3999.053 | 4000.883 | 4002.467 | 4002.232 |
730 | 4000.776 | 3998.89 | 4000.953 | 4002.342 | 4002.235 |
731 | 4000.794 | 3998.845 | 4001.071 | 4002.3 | 4002.237 |
732 | 4000.843 | 3998.989 | 4000.944 | 4002.473 | 4002.243 |
733 | 4000.853 | 3998.824 | 4001.001 | 4002.593 | 4002.251 |
734 | 4000.693 | 3998.835 | 4000.484 | 4002.702 | 4002.263 |
735 | 4000.834 | 3999.019 | 4000.699 | 4002.714 | 4002.274 |
736 | 4000.972 | 3998.883 | 4001.081 | 4002.814 | 4002.288 |
737 | 4000.812 | 3998.618 | 4000.983 | 4002.677 | 4002.297 |
738 | 4000.828 | 3998.778 | 4000.851 | 4002.738 | 4002.308 |
739 | 4000.738 | 3998.708 | 4000.619 | 4002.801 | 4002.321 |
740 | 4000.872 | 3998.827 | 4000.991 | 4002.658 | 4002.329 |
741 | 4000.84 | 3998.81 | 4000.885 | 4002.703 | 4002.338 |
742 | 4000.885 | 3998.833 | 4001.084 | 4002.582 | 4002.344 |
743 | 4000.788 | 3998.517 | 4001.144 | 4002.505 | 4002.348 |
744 | 4000.857 | 3998.68 | 4001.017 | 4002.722 | 4002.358 |
745 | 4000.857 | 3998.646 | 4001.105 | 4002.648 | 4002.365 |
746 | 4000.998 | 3998.808 | 4001.244 | 4002.768 | 4002.375 |
747 | 4001.027 | 3998.939 | 4001.313 | 4002.655 | 4002.382 |
748 | 4000.91 | 3998.997 | 4001.136 | 4002.443 | 4002.384 |
749 | 4000.758 | 3999.118 | 4000.649 | 4002.438 | 4002.385 |
750 | 4000.782 | 3998.855 | 4000.88 | 4002.485 | 4002.388 |
751 | 4000.946 | 3999.279 | 4000.794 | 4002.704 | 4002.395 |
752 | 4000.901 | 3998.761 | 4001.102 | 4002.68 | 4002.403 |
753 | 4000.866 | 3998.766 | 4001.137 | 4002.523 | 4002.406 |
754 | 4000.838 | 3998.856 | 4001.128 | 4002.362 | 4002.404 |
755 | 4000.996 | 3998.943 | 4001.159 | 4002.739 | 4002.413 |
756 | 4000.994 | 3998.748 | 4001.259 | 4002.796 | 4002.422 |
757 | 4000.735 | 3998.716 | 4000.682 | 4002.708 | 4002.43 |
758 | 4000.726 | 3998.69 | 4000.753 | 4002.619 | 4002.434 |
759 | 4000.985 | 3999.031 | 4001.038 | 4002.768 | 4002.443 |
760 | 4001.024 | 3998.847 | 4001.161 | 4002.916 | 4002.454 |
761 | 4001.041 | 3999.2 | 4001.026 | 4002.8 | 4002.463 |
762 | 4001.188 | 3999.226 | 4001.262 | 4002.951 | 4002.475 |
763 | 4001.063 | 3998.966 | 4001.099 | 4003.001 | 4002.488 |
764 | 4001.136 | 3999.009 | 4001.517 | 4002.684 | 4002.493 |
765 | 4001.028 | 3998.778 | 4001.451 | 4002.643 | 4002.497 |
766 | 4001.033 | 3999.137 | 4001.006 | 4002.857 | 4002.506 |
767 | 4001.002 | 3999.056 | 4001.012 | 4002.828 | 4002.514 |
768 | 4000.862 | 3998.918 | 4001.038 | 4002.486 | 4002.513 |
769 | 4000.887 | 3999.028 | 4000.923 | 4002.599 | 4002.516 |
770 | 4000.751 | 3998.793 | 4000.895 | 4002.428 | 4002.513 |
771 | 4000.923 | 3998.996 | 4001.15 | 4002.471 | 4002.512 |
772 | 4000.802 | 3998.763 | 4001.03 | 4002.453 | 4002.511 |
773 | 4000.933 | 3999.009 | 4001.25 | 4002.37 | 4002.507 |
774 | 4000.977 | 3999.068 | 4001.205 | 4002.507 | 4002.507 |
775 | 4000.961 | 3999.041 | 4001.063 | 4002.65 | 4002.511 |
776 | 4001.028 | 3999.117 | 4001.215 | 4002.607 | 4002.513 |
777 | 4000.996 | 3999.199 | 4001.047 | 4002.631 | 4002.516 |
778 | 4000.772 | 3999.081 | 4000.867 | 4002.255 | 4002.51 |
779 | 4000.891 | 3998.808 | 4001.017 | 4002.706 | 4002.515 |
780 | 4001.018 | 3998.956 | 4001.174 | 4002.777 | 4002.521 |
781 | 4000.961 | 3999.122 | 4001.15 | 4002.469 | 4002.52 |
782 | 4000.951 | 3998.952 | 4001.153 | 4002.594 | 4002.522 |
783 | 4000.909 | 3999.046 | 4000.989 | 4002.573 | 4002.523 |
784 | 4000.882 | 3998.611 | 4001.142 | 4002.715 | 4002.528 |
785 | 4000.842 | 3998.969 | 4000.715 | 4002.764 | 4002.534 |
786 | 4000.708 | 3998.968 | 4000.637 | 4002.439 | 4002.531 |
787 | 4000.763 | 3998.959 | 4000.789 | 4002.435 | 4002.529 |
788 | 4000.5 | 3998.649 | 4000.383 | 4002.39 | 4002.525 |
789 | 4000.54 | 3998.745 | 4000.585 | 4002.181 | 4002.517 |
790 | 4000.542 | 3998.505 | 4000.745 | 4002.221 | 4002.509 |
791 | 4000.646 | 3998.653 | 4000.857 | 4002.274 | 4002.504 |
792 | 4000.368 | 3998.509 | 4000.58 | 4001.869 | 4002.488 |
793 | 4000.705 | 3999.054 | 4000.718 | 4002.25 | 4002.482 |
794 | 4000.471 | 3998.669 | 4000.414 | 4002.241 | 4002.476 |
795 | 4000.496 | 3999.032 | 4000.36 | 4002.045 | 4002.465 |
796 | 4000.453 | 3999.044 | 4000.433 | 4001.81 | 4002.449 |
797 | 4000.612 | 3999.184 | 4000.551 | 4002.036 | 4002.438 |
798 | 4000.578 | 3998.936 | 4000.669 | 4002.02 | 4002.428 |
799 | 4000.299 | 3998.247 | 4000.399 | 4002.116 | 4002.42 |
800 | 4000.293 | 3998.363 | 4000.367 | 4002.027 | 4002.41 |
801 | 4000.322 | 3998.371 | 4000.332 | 4002.153 | 4002.404 |
802 | 4000.415 | 3998.576 | 4000.683 | 4001.827 | 4002.389 |
803 | 4000.446 | 3998.379 | 4000.732 | 4002.052 | 4002.381 |
804 | 4000.384 | 3998.359 | 4000.59 | 4002.046 | 4002.373 |
805 | 4000.416 | 3998.656 | 4000.466 | 4002.02 | 4002.364 |
806 | 4000.333 | 3998.397 | 4000.35 | 4002.142 | 4002.358 |
807 | 4000.273 | 3998.335 | 4000.307 | 4002.063 | 4002.351 |
808 | 4000.407 | 3998.27 | 4000.467 | 4002.355 | 4002.351 |
809 | 4000.347 | 3998.329 | 4000.417 | 4002.169 | 4002.346 |
810 | 4000.301 | 3998.182 | 4000.421 | 4002.159 | 4002.342 |
811 | 4000.301 | 3998.216 | 4000.459 | 4002.078 | 4002.335 |
812 | 4000.194 | 3998.192 | 4000.237 | 4002.033 | 4002.328 |
813 | 4000.243 | 3998.394 | 4000.22 | 4002.019 | 4002.32 |
814 | 4000.311 | 3998.418 | 4000.423 | 4001.965 | 4002.311 |
815 | 4000.489 | 3998.416 | 4000.568 | 4002.352 | 4002.312 |
816 | 4000.56 | 3998.763 | 4000.73 | 4002.053 | 4002.305 |
817 | 4000.777 | 3999.345 | 4000.771 | 4002.136 | 4002.301 |
818 | 4000.722 | 3999.224 | 4000.576 | 4002.316 | 4002.302 |
819 | 4000.792 | 3999.18 | 4001.031 | 4002.026 | 4002.295 |
820 | 4000.678 | 3998.515 | 4000.972 | 4002.365 | 4002.296 |
821 | 4000.518 | 3998.307 | 4000.918 | 4002.123 | 4002.292 |
822 | 4000.536 | 3998.424 | 4000.85 | 4002.151 | 4002.289 |
823 | 4000.593 | 3998.679 | 4000.85 | 4002.09 | 4002.284 |
824 | 4000.535 | 3998.613 | 4001.122 | 4001.641 | 4002.268 |
825 | 4000.393 | 3998.583 | 4000.716 | 4001.713 | 4002.254 |
826 | 4000.488 | 3998.599 | 4000.715 | 4001.999 | 4002.247 |
827 | 4000.57 | 3998.901 | 4000.847 | 4001.811 | 4002.236 |
828 | 4000.632 | 3999.227 | 4000.826 | 4001.725 | 4002.224 |
829 | 4000.686 | 3999.269 | 4000.89 | 4001.78 | 4002.213 |
830 | 4000.711 | 3999.469 | 4000.928 | 4001.621 | 4002.198 |
831 | 4000.638 | 3998.858 | 4001.021 | 4001.856 | 4002.189 |
832 | 4000.799 | 3998.888 | 4001.167 | 4002.159 | 4002.188 |
833 | 4000.729 | 3998.776 | 4001.139 | 4002.08 | 4002.186 |
834 | 4000.623 | 3998.813 | 4000.886 | 4002.017 | 4002.182 |
835 | 4000.691 | 3998.745 | 4001.023 | 4002.127 | 4002.18 |
836 | 4000.59 | 3998.78 | 4000.889 | 4001.939 | 4002.174 |
837 | 4000.738 | 3998.829 | 4001.187 | 4002 | 4002.17 |
838 | 4000.632 | 3998.816 | 4001.085 | 4001.8 | 4002.161 |
839 | 4000.614 | 3999.003 | 4000.898 | 4001.794 | 4002.151 |
840 | 4000.6 | 3998.975 | 4000.942 | 4001.721 | 4002.141 |
I have time-series data (see pic, and data below).
My interest is in bumpy Blue line(v6); the Yellow line(v8) turns ahead of v6, as a precursor.
My challenge is how to use SAS to ID the turn of Yellow line(v8, v15 is ema of v8), with some metrics.
Any help, Thanks. Coding is appreciated.
v3 | v6 | v8 | v11 | v14 | v15 |
375 | 4000.548 | 4001.694 | 4000.787 | 3999.176 | 3999.176 |
376 | 4000.554 | 4001.499 | 4000.72 | 3999.459 | 3999.459 |
377 | 4000.336 | 4001.189 | 4000.508 | 3999.322 | 3999.456 |
378 | 4000.353 | 4001.269 | 4000.469 | 3999.347 | 3999.453 |
379 | 4000.402 | 4001.002 | 4000.868 | 3999.27 | 3999.449 |
380 | 4000.444 | 4001.007 | 4000.888 | 3999.377 | 3999.447 |
381 | 4000.317 | 4001.012 | 4000.456 | 3999.492 | 3999.448 |
382 | 4000.512 | 4001.097 | 4000.458 | 4000.025 | 3999.462 |
383 | 4000.619 | 4001.029 | 4000.704 | 4000.13 | 3999.479 |
384 | 4000.53 | 4001.003 | 4000.696 | 3999.883 | 3999.489 |
385 | 4000.456 | 4000.852 | 4000.648 | 3999.85 | 3999.498 |
386 | 4000.554 | 4001.018 | 4000.737 | 3999.894 | 3999.508 |
387 | 4000.464 | 4000.965 | 4000.798 | 3999.586 | 3999.51 |
388 | 4000.363 | 4000.866 | 4000.611 | 3999.59 | 3999.512 |
389 | 4000.374 | 4001.105 | 4000.458 | 3999.583 | 3999.514 |
390 | 4000.48 | 4000.893 | 4000.822 | 3999.678 | 3999.518 |
391 | 4000.458 | 4000.935 | 4000.707 | 3999.707 | 3999.523 |
392 | 4000.392 | 4000.984 | 4000.534 | 3999.662 | 3999.526 |
393 | 4000.445 | 4000.963 | 4000.318 | 4000.111 | 3999.541 |
394 | 4000.581 | 4001.141 | 4000.644 | 3999.975 | 3999.552 |
395 | 4000.736 | 4001.314 | 4000.687 | 4000.249 | 3999.569 |
396 | 4000.68 | 4001.242 | 4000.684 | 4000.144 | 3999.583 |
397 | 4000.685 | 4001.092 | 4000.867 | 4000.08 | 3999.596 |
398 | 4000.603 | 4001.239 | 4000.7 | 3999.884 | 3999.603 |
399 | 4000.532 | 4001.318 | 4000.234 | 4000.148 | 3999.617 |
400 | 4000.538 | 4001.301 | 4000.497 | 3999.866 | 3999.623 |
401 | 4000.432 | 4001.12 | 4000.521 | 3999.675 | 3999.624 |
402 | 4000.416 | 4001.103 | 4000.355 | 3999.84 | 3999.63 |
403 | 4000.445 | 4001.057 | 4000.54 | 3999.753 | 3999.633 |
404 | 4000.612 | 4001.259 | 4000.729 | 3999.86 | 3999.638 |
405 | 4000.437 | 4001.049 | 4000.544 | 3999.73 | 3999.641 |
406 | 4000.396 | 4000.889 | 4000.558 | 3999.736 | 3999.643 |
407 | 4000.526 | 4001.067 | 4000.586 | 3999.942 | 3999.651 |
408 | 4000.599 | 4001.423 | 4000.576 | 3999.849 | 3999.655 |
409 | 4000.458 | 4000.994 | 4000.794 | 3999.545 | 3999.653 |
410 | 4000.463 | 4001.007 | 4000.474 | 3999.937 | 3999.66 |
411 | 4000.485 | 4001.242 | 4000.336 | 3999.95 | 3999.667 |
412 | 4000.504 | 4001.041 | 4000.489 | 4000.015 | 3999.676 |
413 | 4000.635 | 4001.207 | 4000.568 | 4000.175 | 3999.688 |
414 | 4000.52 | 4000.926 | 4000.644 | 3999.986 | 3999.696 |
415 | 4000.435 | 4000.939 | 4000.559 | 3999.809 | 3999.699 |
416 | 4000.582 | 4001.354 | 4000.62 | 3999.808 | 3999.701 |
417 | 4000.523 | 4001.089 | 4000.826 | 3999.623 | 3999.699 |
418 | 4000.511 | 4000.83 | 4000.73 | 3999.944 | 3999.705 |
419 | 4000.48 | 4000.817 | 4000.615 | 3999.998 | 3999.713 |
420 | 4000.404 | 4000.932 | 4000.311 | 4000.018 | 3999.72 |
421 | 4000.394 | 4000.791 | 4000.342 | 4000.08 | 3999.729 |
422 | 4000.316 | 4000.804 | 4000.246 | 3999.94 | 3999.735 |
423 | 4000.473 | 4000.883 | 4000.517 | 4000.031 | 3999.742 |
424 | 4000.486 | 4000.772 | 4000.59 | 4000.09 | 3999.751 |
425 | 4000.451 | 4000.691 | 4000.717 | 3999.902 | 3999.755 |
426 | 4000.65 | 4000.812 | 4001.03 | 4000.038 | 3999.762 |
427 | 4000.529 | 4000.845 | 4000.781 | 3999.927 | 3999.766 |
428 | 4000.486 | 4000.756 | 4000.831 | 3999.814 | 3999.767 |
429 | 4000.247 | 4000.883 | 4000.148 | 3999.766 | 3999.767 |
430 | 4000.275 | 4000.816 | 4000.167 | 3999.894 | 3999.77 |
431 | 4000.339 | 4000.813 | 4000.332 | 3999.9 | 3999.773 |
432 | 4000.268 | 4000.862 | 4000.136 | 3999.866 | 3999.776 |
433 | 4000.486 | 4001.011 | 4000.536 | 3999.931 | 3999.78 |
434 | 4000.394 | 4000.777 | 4000.49 | 3999.917 | 3999.783 |
435 | 4000.332 | 4000.865 | 4000.142 | 4000.058 | 3999.79 |
436 | 4000.271 | 4000.533 | 4000.289 | 4000.002 | 3999.795 |
437 | 4000.294 | 4000.498 | 4000.37 | 4000.011 | 3999.801 |
438 | 4000.377 | 4000.594 | 4000.567 | 3999.941 | 3999.804 |
439 | 4000.243 | 4000.606 | 4000.391 | 3999.72 | 3999.802 |
440 | 4000.334 | 4000.343 | 4000.791 | 3999.774 | 3999.801 |
441 | 4000.306 | 4000.41 | 4000.702 | 3999.729 | 3999.8 |
442 | 4000.699 | 4001.315 | 4000.756 | 4000.048 | 3999.806 |
443 | 4000.223 | 4000.314 | 4000.348 | 3999.986 | 3999.81 |
444 | 4000.258 | 4000.333 | 4000.395 | 4000.02 | 3999.815 |
445 | 4000.336 | 4000.585 | 4000.524 | 3999.872 | 3999.817 |
446 | 4000.226 | 4000.127 | 4000.456 | 4000.042 | 3999.823 |
447 | 4000.268 | 4000.295 | 4000.313 | 4000.188 | 3999.832 |
448 | 4000.374 | 4000.286 | 4000.585 | 4000.201 | 3999.841 |
449 | 4000.323 | 4000.231 | 4000.506 | 4000.188 | 3999.85 |
450 | 4000.425 | 4000.535 | 4000.474 | 4000.263 | 3999.86 |
451 | 4000.409 | 4000.372 | 4000.491 | 4000.344 | 3999.872 |
452 | 4000.3 | 4000.256 | 4000.612 | 3999.966 | 3999.874 |
453 | 4000.394 | 4000.356 | 4000.489 | 4000.316 | 3999.885 |
454 | 4000.526 | 4000.324 | 4000.569 | 4000.664 | 3999.905 |
455 | 4000.442 | 4000.295 | 4000.671 | 4000.303 | 3999.915 |
456 | 4000.439 | 4000.444 | 4000.447 | 4000.423 | 3999.928 |
457 | 4000.362 | 4000.173 | 4000.561 | 4000.3 | 3999.937 |
458 | 4000.541 | 4000.509 | 4000.609 | 4000.49 | 3999.951 |
459 | 4000.713 | 4000.583 | 4000.856 | 4000.662 | 3999.968 |
460 | 4000.485 | 4000.304 | 4000.454 | 4000.693 | 3999.987 |
461 | 4000.443 | 4000.141 | 4000.466 | 4000.701 | 4000.004 |
462 | 4000.499 | 4000.359 | 4000.695 | 4000.396 | 4000.014 |
463 | 4000.559 | 4000.236 | 4000.651 | 4000.752 | 4000.033 |
464 | 4000.551 | 4000.357 | 4000.801 | 4000.431 | 4000.043 |
465 | 4000.441 | 4000.004 | 4000.762 | 4000.466 | 4000.053 |
466 | 4000.394 | 4000.123 | 4000.509 | 4000.512 | 4000.065 |
467 | 4000.34 | 4000.002 | 4000.224 | 4000.8 | 4000.083 |
468 | 4000.383 | 3999.981 | 4000.389 | 4000.754 | 4000.1 |
469 | 4000.304 | 3999.992 | 4000.268 | 4000.641 | 4000.113 |
470 | 4000.501 | 4000.371 | 4000.514 | 4000.607 | 4000.126 |
471 | 4000.435 | 4000.314 | 4000.331 | 4000.674 | 4000.139 |
472 | 4000.709 | 4000.565 | 4000.75 | 4000.796 | 4000.156 |
473 | 4000.592 | 4000.379 | 4000.786 | 4000.558 | 4000.166 |
474 | 4000.404 | 4000.348 | 4000.427 | 4000.43 | 4000.173 |
475 | 4000.478 | 4000.358 | 4000.466 | 4000.607 | 4000.183 |
476 | 4000.573 | 4000.246 | 4000.702 | 4000.728 | 4000.197 |
477 | 4000.315 | 3999.896 | 4000.348 | 4000.669 | 4000.209 |
478 | 4000.399 | 4000.126 | 4000.623 | 4000.386 | 4000.213 |
479 | 4000.497 | 4000.321 | 4000.516 | 4000.641 | 4000.224 |
480 | 4000.473 | 4000.202 | 4000.405 | 4000.81 | 4000.239 |
481 | 4000.514 | 3999.956 | 4000.539 | 4001.01 | 4000.258 |
482 | 4000.471 | 4000.148 | 4000.25 | 4001.044 | 4000.278 |
483 | 4000.358 | 4000.332 | 4000.212 | 4000.56 | 4000.285 |
484 | 4000.319 | 4000.069 | 4000.531 | 4000.298 | 4000.285 |
485 | 4000.437 | 4000.031 | 4000.841 | 4000.332 | 4000.286 |
486 | 4000.164 | 3999.602 | 4000.584 | 4000.186 | 4000.284 |
487 | 4000.313 | 3999.653 | 4000.582 | 4000.611 | 4000.292 |
488 | 4000.391 | 3999.974 | 4000.664 | 4000.455 | 4000.296 |
489 | 4000.287 | 3999.77 | 4000.501 | 4000.515 | 4000.301 |
490 | 4000.533 | 4000.219 | 4000.722 | 4000.601 | 4000.309 |
491 | 4000.638 | 4000.333 | 4000.641 | 4000.923 | 4000.324 |
492 | 4000.399 | 3999.968 | 4000.549 | 4000.626 | 4000.332 |
493 | 4000.317 | 3999.713 | 4000.478 | 4000.693 | 4000.341 |
494 | 4000.15 | 3999.605 | 4000.263 | 4000.528 | 4000.345 |
495 | 4000.393 | 3999.825 | 4000.626 | 4000.648 | 4000.353 |
496 | 4000.433 | 3999.769 | 4000.721 | 4000.713 | 4000.362 |
497 | 4000.557 | 4000.116 | 4000.953 | 4000.493 | 4000.365 |
498 | 4000.358 | 3999.978 | 4000.537 | 4000.502 | 4000.369 |
499 | 4000.421 | 3999.932 | 4000.546 | 4000.733 | 4000.378 |
500 | 4000.566 | 4000.092 | 4000.735 | 4000.812 | 4000.389 |
501 | 4000.366 | 3999.916 | 4000.395 | 4000.758 | 4000.398 |
502 | 4000.615 | 4000.192 | 4000.778 | 4000.819 | 4000.408 |
503 | 4000.44 | 3999.695 | 4000.582 | 4000.971 | 4000.422 |
504 | 4000.39 | 3999.746 | 4000.622 | 4000.718 | 4000.43 |
505 | 4000.471 | 4000.155 | 4000.463 | 4000.778 | 4000.439 |
506 | 4000.553 | 3999.816 | 4000.62 | 4001.167 | 4000.457 |
507 | 4000.546 | 3999.715 | 4000.753 | 4001.082 | 4000.472 |
508 | 4000.579 | 3999.825 | 4000.738 | 4001.098 | 4000.488 |
509 | 4000.729 | 4000.056 | 4000.952 | 4001.096 | 4000.503 |
510 | 4000.539 | 3999.781 | 4000.84 | 4000.891 | 4000.513 |
511 | 4000.665 | 4000.013 | 4000.809 | 4001.107 | 4000.528 |
512 | 4000.682 | 4000.105 | 4000.738 | 4001.158 | 4000.544 |
513 | 4000.614 | 3999.954 | 4000.902 | 4000.89 | 4000.552 |
514 | 4000.699 | 4000.077 | 4001.092 | 4000.812 | 4000.559 |
515 | 4000.76 | 4000.227 | 4000.967 | 4001.014 | 4000.57 |
516 | 4000.774 | 4000.275 | 4000.985 | 4000.989 | 4000.581 |
517 | 4000.591 | 4000.167 | 4000.76 | 4000.787 | 4000.586 |
518 | 4000.69 | 4000.239 | 4000.593 | 4001.231 | 4000.602 |
519 | 4000.613 | 3999.996 | 4000.716 | 4001.072 | 4000.614 |
520 | 4000.676 | 4000.185 | 4000.869 | 4000.908 | 4000.621 |
521 | 4000.685 | 4000.267 | 4000.866 | 4000.86 | 4000.627 |
522 | 4000.714 | 4000.098 | 4000.949 | 4001.012 | 4000.637 |
523 | 4000.595 | 3999.919 | 4000.879 | 4000.892 | 4000.643 |
524 | 4000.598 | 4000.198 | 4000.692 | 4000.863 | 4000.648 |
525 | 4000.375 | 3999.791 | 4000.415 | 4000.879 | 4000.654 |
526 | 4000.53 | 3999.825 | 4000.738 | 4000.946 | 4000.662 |
527 | 4000.568 | 4000.096 | 4000.616 | 4000.956 | 4000.669 |
528 | 4000.511 | 4000.052 | 4000.473 | 4000.992 | 4000.677 |
529 | 4000.622 | 4000.029 | 4000.582 | 4001.23 | 4000.691 |
530 | 4000.554 | 3999.807 | 4001.02 | 4000.698 | 4000.691 |
531 | 4000.481 | 3999.96 | 4000.738 | 4000.663 | 4000.69 |
532 | 4000.494 | 3999.713 | 4000.645 | 4001.049 | 4000.699 |
533 | 4000.506 | 3999.787 | 4000.622 | 4001.047 | 4000.708 |
534 | 4000.656 | 4000.005 | 4000.746 | 4001.162 | 4000.719 |
535 | 4000.742 | 4000.114 | 4001.086 | 4000.918 | 4000.724 |
536 | 4000.516 | 3999.684 | 4000.878 | 4000.865 | 4000.728 |
537 | 4000.636 | 3999.898 | 4000.741 | 4001.205 | 4000.74 |
538 | 4000.653 | 3999.838 | 4000.772 | 4001.278 | 4000.753 |
539 | 4000.668 | 3999.921 | 4000.737 | 4001.29 | 4000.767 |
540 | 4000.424 | 3999.695 | 4000.431 | 4001.106 | 4000.775 |
541 | 4000.453 | 3999.792 | 4000.279 | 4001.287 | 4000.788 |
542 | 4000.577 | 3999.961 | 4000.574 | 4001.163 | 4000.797 |
543 | 4000.479 | 3999.698 | 4000.472 | 4001.227 | 4000.808 |
544 | 4000.765 | 4000.2 | 4000.942 | 4001.085 | 4000.815 |
545 | 4000.804 | 4000.036 | 4001.094 | 4001.178 | 4000.824 |
546 | 4000.779 | 3999.649 | 4001.379 | 4001.122 | 4000.831 |
547 | 4000.781 | 3999.932 | 4001.293 | 4000.963 | 4000.835 |
548 | 4000.606 | 3999.783 | 4000.872 | 4001.064 | 4000.84 |
549 | 4000.683 | 3999.646 | 4001.047 | 4001.222 | 4000.85 |
550 | 4000.632 | 3999.682 | 4000.783 | 4001.349 | 4000.862 |
551 | 4000.713 | 3999.773 | 4001.078 | 4001.161 | 4000.87 |
552 | 4000.637 | 3999.531 | 4001.084 | 4001.142 | 4000.877 |
553 | 4000.639 | 3999.625 | 4001.04 | 4001.114 | 4000.883 |
554 | 4000.556 | 3999.636 | 4000.647 | 4001.315 | 4000.893 |
555 | 4000.586 | 3999.838 | 4000.47 | 4001.433 | 4000.907 |
556 | 4000.801 | 4000.019 | 4000.936 | 4001.376 | 4000.919 |
557 | 4000.643 | 3999.743 | 4000.953 | 4001.118 | 4000.924 |
558 | 4000.73 | 3999.742 | 4001.144 | 4001.163 | 4000.93 |
559 | 4000.769 | 3999.92 | 4001.175 | 4001.081 | 4000.933 |
560 | 4000.63 | 3999.598 | 4000.913 | 4001.263 | 4000.942 |
561 | 4000.569 | 3999.788 | 4000.675 | 4001.179 | 4000.948 |
562 | 4000.611 | 3999.94 | 4000.64 | 4001.209 | 4000.954 |
563 | 4000.476 | 3999.718 | 4000.694 | 4000.928 | 4000.953 |
564 | 4000.567 | 3999.756 | 4000.819 | 4001.028 | 4000.955 |
565 | 4000.709 | 3999.822 | 4000.988 | 4001.209 | 4000.962 |
566 | 4000.617 | 3999.761 | 4000.908 | 4001.073 | 4000.964 |
567 | 4000.654 | 3999.629 | 4000.787 | 4001.461 | 4000.977 |
568 | 4000.73 | 3999.784 | 4000.765 | 4001.583 | 4000.992 |
569 | 4000.781 | 3999.898 | 4000.847 | 4001.535 | 4001.006 |
570 | 4000.535 | 3999.621 | 4000.476 | 4001.468 | 4001.017 |
571 | 4000.51 | 3999.646 | 4000.399 | 4001.46 | 4001.028 |
572 | 4000.615 | 3999.63 | 4000.536 | 4001.64 | 4001.044 |
573 | 4000.714 | 3999.661 | 4000.872 | 4001.519 | 4001.055 |
574 | 4000.65 | 3999.515 | 4000.846 | 4001.485 | 4001.066 |
575 | 4000.5 | 3999.554 | 4000.676 | 4001.181 | 4001.069 |
576 | 4000.675 | 3999.65 | 4001.037 | 4001.205 | 4001.072 |
577 | 4000.628 | 3999.863 | 4000.906 | 4001.014 | 4001.071 |
578 | 4000.693 | 3999.817 | 4000.922 | 4001.244 | 4001.075 |
579 | 4000.897 | 3999.759 | 4001.119 | 4001.702 | 4001.091 |
580 | 4000.738 | 3999.479 | 4000.877 | 4001.76 | 4001.108 |
581 | 4000.654 | 3999.359 | 4000.964 | 4001.501 | 4001.118 |
582 | 4000.74 | 3999.574 | 4001.13 | 4001.369 | 4001.124 |
583 | 4000.617 | 3999.496 | 4001.085 | 4001.111 | 4001.123 |
584 | 4000.643 | 3999.735 | 4000.927 | 4001.159 | 4001.124 |
585 | 4000.733 | 3999.764 | 4000.933 | 4001.408 | 4001.131 |
586 | 4000.664 | 3999.65 | 4000.96 | 4001.265 | 4001.135 |
587 | 4000.522 | 3999.537 | 4000.677 | 4001.266 | 4001.138 |
588 | 4000.469 | 3999.719 | 4000.525 | 4001.11 | 4001.137 |
589 | 4000.624 | 3999.613 | 4000.924 | 4001.216 | 4001.139 |
590 | 4000.624 | 3999.543 | 4000.882 | 4001.335 | 4001.144 |
591 | 4000.581 | 3999.515 | 4000.618 | 4001.544 | 4001.154 |
592 | 4000.461 | 3999.651 | 4000.439 | 4001.252 | 4001.157 |
593 | 4000.384 | 3999.626 | 4000.389 | 4001.095 | 4001.155 |
594 | 4000.397 | 3999.422 | 4000.552 | 4001.13 | 4001.154 |
595 | 4000.6 | 3999.509 | 4000.892 | 4001.277 | 4001.158 |
596 | 4000.595 | 3999.57 | 4001.122 | 4000.927 | 4001.152 |
597 | 4000.506 | 3999.553 | 4000.808 | 4001.042 | 4001.149 |
598 | 4000.759 | 3999.429 | 4001.133 | 4001.563 | 4001.159 |
599 | 4000.704 | 3999.545 | 4001.08 | 4001.347 | 4001.164 |
600 | 4000.802 | 3999.569 | 4001.305 | 4001.36 | 4001.169 |
601 | 4000.686 | 3999.407 | 4001.085 | 4001.413 | 4001.175 |
602 | 4000.769 | 3999.55 | 4001.197 | 4001.404 | 4001.181 |
603 | 4000.622 | 3999.349 | 4001.122 | 4001.219 | 4001.182 |
604 | 4000.679 | 3999.494 | 4001.144 | 4001.236 | 4001.183 |
605 | 4000.527 | 3999.276 | 4000.992 | 4001.146 | 4001.182 |
606 | 4000.563 | 3999.524 | 4000.917 | 4001.118 | 4001.181 |
607 | 4000.761 | 3999.582 | 4001.039 | 4001.538 | 4001.19 |
608 | 4000.745 | 3999.796 | 4000.822 | 4001.549 | 4001.199 |
609 | 4000.779 | 3999.583 | 4001.08 | 4001.545 | 4001.207 |
610 | 4000.699 | 3999.541 | 4001.044 | 4001.374 | 4001.211 |
611 | 4000.774 | 3999.461 | 4001.23 | 4001.465 | 4001.218 |
612 | 4000.591 | 3999.284 | 4000.954 | 4001.387 | 4001.222 |
613 | 4000.454 | 3999.191 | 4000.639 | 4001.424 | 4001.227 |
614 | 4000.593 | 3999.371 | 4000.657 | 4001.672 | 4001.238 |
615 | 4000.615 | 3999.478 | 4000.672 | 4001.622 | 4001.248 |
616 | 4000.584 | 3999.372 | 4000.713 | 4001.573 | 4001.256 |
617 | 4000.596 | 3999.373 | 4000.925 | 4001.354 | 4001.258 |
618 | 4000.454 | 3999.313 | 4000.655 | 4001.29 | 4001.259 |
619 | 4000.625 | 3999.528 | 4000.876 | 4001.358 | 4001.262 |
620 | 4000.631 | 3999.342 | 4000.812 | 4001.631 | 4001.271 |
621 | 4000.624 | 3999.249 | 4000.708 | 4001.823 | 4001.285 |
622 | 4000.79 | 3999.573 | 4001.084 | 4001.586 | 4001.292 |
623 | 4000.774 | 3999.615 | 4001.141 | 4001.427 | 4001.295 |
624 | 4000.657 | 3999.471 | 4000.959 | 4001.413 | 4001.298 |
625 | 4000.687 | 3999.088 | 4001.088 | 4001.713 | 4001.309 |
626 | 4000.677 | 3999.462 | 4000.828 | 4001.642 | 4001.317 |
627 | 4000.324 | 3998.906 | 4000.544 | 4001.399 | 4001.319 |
628 | 4000.789 | 3999.471 | 4001.066 | 4001.699 | 4001.329 |
629 | 4000.549 | 3998.91 | 4000.75 | 4001.857 | 4001.342 |
630 | 4000.52 | 3998.797 | 4001.017 | 4001.546 | 4001.347 |
631 | 4000.537 | 3998.894 | 4000.946 | 4001.596 | 4001.353 |
632 | 4000.286 | 3998.733 | 4000.807 | 4001.126 | 4001.347 |
633 | 4000.451 | 3999.33 | 4000.691 | 4001.221 | 4001.344 |
634 | 4000.644 | 3999.191 | 4000.92 | 4001.682 | 4001.353 |
635 | 4000.567 | 3999.176 | 4000.884 | 4001.5 | 4001.356 |
636 | 4000.823 | 3999.377 | 4001.336 | 4001.57 | 4001.362 |
637 | 4000.731 | 3999.306 | 4001.314 | 4001.373 | 4001.362 |
638 | 4000.421 | 3999.248 | 4000.472 | 4001.467 | 4001.365 |
639 | 4000.558 | 3999.179 | 4000.815 | 4001.55 | 4001.369 |
640 | 4000.535 | 3999.236 | 4000.961 | 4001.248 | 4001.366 |
641 | 4000.549 | 3999.205 | 4000.803 | 4001.513 | 4001.37 |
642 | 4000.649 | 3999.271 | 4000.826 | 4001.736 | 4001.379 |
643 | 4000.626 | 3999.271 | 4000.867 | 4001.617 | 4001.385 |
644 | 4000.715 | 3999.435 | 4001.235 | 4001.295 | 4001.383 |
645 | 4000.837 | 3999.276 | 4001.252 | 4001.81 | 4001.394 |
646 | 4000.697 | 3999.053 | 4001.09 | 4001.775 | 4001.403 |
647 | 4000.697 | 3999.135 | 4001.02 | 4001.782 | 4001.413 |
648 | 4000.875 | 3999.396 | 4001.174 | 4001.912 | 4001.425 |
649 | 4000.807 | 3999.218 | 4001.329 | 4001.676 | 4001.431 |
650 | 4000.715 | 3999.193 | 4001.021 | 4001.783 | 4001.44 |
651 | 4000.789 | 3999.248 | 4001.143 | 4001.819 | 4001.45 |
652 | 4000.818 | 3999.508 | 4001.028 | 4001.801 | 4001.458 |
653 | 4000.752 | 3999.34 | 4001 | 4001.787 | 4001.467 |
654 | 4000.576 | 3998.997 | 4000.969 | 4001.593 | 4001.47 |
655 | 4000.795 | 3999.364 | 4001.389 | 4001.428 | 4001.469 |
656 | 4000.853 | 3999.295 | 4001.349 | 4001.727 | 4001.475 |
657 | 4000.738 | 3999.138 | 4001.079 | 4001.837 | 4001.484 |
658 | 4000.718 | 3999.324 | 4001.142 | 4001.523 | 4001.485 |
659 | 4000.62 | 3998.98 | 4001.152 | 4001.525 | 4001.486 |
660 | 4000.892 | 3999.274 | 4001.466 | 4001.727 | 4001.492 |
661 | 4000.822 | 3999.23 | 4001.296 | 4001.752 | 4001.499 |
662 | 4000.847 | 3999.024 | 4001.495 | 4001.786 | 4001.506 |
663 | 4000.841 | 3999.049 | 4001.396 | 4001.862 | 4001.515 |
664 | 4000.547 | 3998.819 | 4001.065 | 4001.553 | 4001.516 |
665 | 4000.795 | 3999.206 | 4001.119 | 4001.906 | 4001.525 |
666 | 4000.876 | 3999.272 | 4001.229 | 4001.964 | 4001.536 |
667 | 4000.931 | 3999.2 | 4001.354 | 4002.054 | 4001.549 |
668 | 4000.81 | 3998.945 | 4001.451 | 4001.797 | 4001.556 |
669 | 4000.855 | 3999.061 | 4001.391 | 4001.902 | 4001.564 |
670 | 4000.759 | 3999.232 | 4001.316 | 4001.529 | 4001.563 |
671 | 4000.768 | 3999.222 | 4001.158 | 4001.756 | 4001.568 |
672 | 4000.895 | 3999.488 | 4001.151 | 4001.916 | 4001.577 |
673 | 4000.826 | 3999.363 | 4000.894 | 4002.128 | 4001.591 |
674 | 4000.668 | 3999.013 | 4000.767 | 4002.112 | 4001.604 |
675 | 4000.803 | 3999.19 | 4000.902 | 4002.207 | 4001.619 |
676 | 4000.694 | 3999.15 | 4000.898 | 4001.907 | 4001.626 |
677 | 4000.737 | 3999.122 | 4001.03 | 4001.908 | 4001.633 |
678 | 4000.771 | 3999.011 | 4001.164 | 4001.96 | 4001.641 |
679 | 4000.921 | 3998.743 | 4001.602 | 4002.154 | 4001.654 |
680 | 4001.024 | 3999.209 | 4001.469 | 4002.2 | 4001.668 |
681 | 4000.913 | 3999.139 | 4001.255 | 4002.174 | 4001.68 |
682 | 4000.611 | 3998.856 | 4000.753 | 4002.099 | 4001.691 |
683 | 4000.732 | 3999.252 | 4000.808 | 4002.037 | 4001.699 |
684 | 4000.719 | 3998.921 | 4001.029 | 4002.045 | 4001.708 |
685 | 4000.81 | 3999.162 | 4001.146 | 4001.961 | 4001.714 |
686 | 4000.701 | 3999.169 | 4000.881 | 4001.931 | 4001.72 |
687 | 4000.827 | 3998.934 | 4001.088 | 4002.3 | 4001.734 |
688 | 4000.773 | 3998.882 | 4001.032 | 4002.248 | 4001.747 |
689 | 4000.844 | 3999.132 | 4001.067 | 4002.191 | 4001.758 |
690 | 4000.68 | 3999.085 | 4000.586 | 4002.301 | 4001.772 |
691 | 4000.538 | 3998.819 | 4000.529 | 4002.175 | 4001.782 |
692 | 4000.758 | 3998.973 | 4000.868 | 4002.311 | 4001.795 |
693 | 4000.825 | 3999.092 | 4000.701 | 4002.613 | 4001.816 |
694 | 4000.849 | 3999.161 | 4000.866 | 4002.422 | 4001.831 |
695 | 4000.673 | 3999.077 | 4000.694 | 4002.155 | 4001.839 |
696 | 4000.629 | 3998.922 | 4000.612 | 4002.262 | 4001.849 |
697 | 4000.706 | 3999.1 | 4000.582 | 4002.373 | 4001.863 |
698 | 4000.507 | 3999.013 | 4000.23 | 4002.254 | 4001.872 |
699 | 4000.627 | 3999.309 | 4000.345 | 4002.214 | 4001.881 |
700 | 4000.468 | 3998.912 | 4000.352 | 4002.078 | 4001.886 |
701 | 4000.728 | 3999.153 | 4000.626 | 4002.341 | 4001.897 |
702 | 4000.758 | 3999.074 | 4000.888 | 4002.191 | 4001.904 |
703 | 4000.976 | 3999.005 | 4001.459 | 4002.255 | 4001.913 |
704 | 4001.059 | 3999.099 | 4001.412 | 4002.486 | 4001.928 |
705 | 4000.919 | 3998.983 | 4001.133 | 4002.49 | 4001.942 |
706 | 4000.83 | 3998.72 | 4001.082 | 4002.518 | 4001.956 |
707 | 4000.952 | 3999.092 | 4001.099 | 4002.533 | 4001.97 |
708 | 4000.948 | 3999.078 | 4001.005 | 4002.646 | 4001.987 |
709 | 4000.856 | 3998.842 | 4001.015 | 4002.565 | 4002.002 |
710 | 4000.799 | 3998.815 | 4000.989 | 4002.443 | 4002.013 |
711 | 4000.892 | 3999.118 | 4001.016 | 4002.418 | 4002.023 |
712 | 4000.86 | 3999.052 | 4000.887 | 4002.537 | 4002.036 |
713 | 4000.973 | 3999.086 | 4000.946 | 4002.787 | 4002.055 |
714 | 4000.881 | 3999.126 | 4001.069 | 4002.311 | 4002.061 |
715 | 4000.863 | 3999.126 | 4000.885 | 4002.478 | 4002.071 |
716 | 4000.973 | 3999.037 | 4001.074 | 4002.681 | 4002.087 |
717 | 4000.855 | 3998.768 | 4001.096 | 4002.536 | 4002.098 |
718 | 4000.897 | 3998.758 | 4001.139 | 4002.625 | 4002.111 |
719 | 4000.915 | 3998.777 | 4001.054 | 4002.767 | 4002.127 |
720 | 4000.841 | 3998.365 | 4001.011 | 4002.973 | 4002.149 |
721 | 4000.872 | 3998.861 | 4000.7 | 4002.979 | 4002.169 |
722 | 4000.907 | 3998.639 | 4000.951 | 4002.996 | 4002.19 |
723 | 4000.948 | 3998.928 | 4001.161 | 4002.599 | 4002.2 |
724 | 4000.88 | 3998.674 | 4001.251 | 4002.516 | 4002.208 |
725 | 4000.763 | 3998.565 | 4001.104 | 4002.428 | 4002.214 |
726 | 4000.69 | 3998.713 | 4000.89 | 4002.316 | 4002.216 |
727 | 4000.636 | 3998.635 | 4000.747 | 4002.393 | 4002.221 |
728 | 4000.847 | 3998.855 | 4001.074 | 4002.454 | 4002.226 |
729 | 4000.837 | 3999.053 | 4000.883 | 4002.467 | 4002.232 |
730 | 4000.776 | 3998.89 | 4000.953 | 4002.342 | 4002.235 |
731 | 4000.794 | 3998.845 | 4001.071 | 4002.3 | 4002.237 |
732 | 4000.843 | 3998.989 | 4000.944 | 4002.473 | 4002.243 |
733 | 4000.853 | 3998.824 | 4001.001 | 4002.593 | 4002.251 |
734 | 4000.693 | 3998.835 | 4000.484 | 4002.702 | 4002.263 |
735 | 4000.834 | 3999.019 | 4000.699 | 4002.714 | 4002.274 |
736 | 4000.972 | 3998.883 | 4001.081 | 4002.814 | 4002.288 |
737 | 4000.812 | 3998.618 | 4000.983 | 4002.677 | 4002.297 |
738 | 4000.828 | 3998.778 | 4000.851 | 4002.738 | 4002.308 |
739 | 4000.738 | 3998.708 | 4000.619 | 4002.801 | 4002.321 |
740 | 4000.872 | 3998.827 | 4000.991 | 4002.658 | 4002.329 |
741 | 4000.84 | 3998.81 | 4000.885 | 4002.703 | 4002.338 |
742 | 4000.885 | 3998.833 | 4001.084 | 4002.582 | 4002.344 |
743 | 4000.788 | 3998.517 | 4001.144 | 4002.505 | 4002.348 |
744 | 4000.857 | 3998.68 | 4001.017 | 4002.722 | 4002.358 |
745 | 4000.857 | 3998.646 | 4001.105 | 4002.648 | 4002.365 |
746 | 4000.998 | 3998.808 | 4001.244 | 4002.768 | 4002.375 |
747 | 4001.027 | 3998.939 | 4001.313 | 4002.655 | 4002.382 |
748 | 4000.91 | 3998.997 | 4001.136 | 4002.443 | 4002.384 |
749 | 4000.758 | 3999.118 | 4000.649 | 4002.438 | 4002.385 |
750 | 4000.782 | 3998.855 | 4000.88 | 4002.485 | 4002.388 |
751 | 4000.946 | 3999.279 | 4000.794 | 4002.704 | 4002.395 |
752 | 4000.901 | 3998.761 | 4001.102 | 4002.68 | 4002.403 |
753 | 4000.866 | 3998.766 | 4001.137 | 4002.523 | 4002.406 |
754 | 4000.838 | 3998.856 | 4001.128 | 4002.362 | 4002.404 |
755 | 4000.996 | 3998.943 | 4001.159 | 4002.739 | 4002.413 |
756 | 4000.994 | 3998.748 | 4001.259 | 4002.796 | 4002.422 |
757 | 4000.735 | 3998.716 | 4000.682 | 4002.708 | 4002.43 |
758 | 4000.726 | 3998.69 | 4000.753 | 4002.619 | 4002.434 |
759 | 4000.985 | 3999.031 | 4001.038 | 4002.768 | 4002.443 |
760 | 4001.024 | 3998.847 | 4001.161 | 4002.916 | 4002.454 |
761 | 4001.041 | 3999.2 | 4001.026 | 4002.8 | 4002.463 |
762 | 4001.188 | 3999.226 | 4001.262 | 4002.951 | 4002.475 |
763 | 4001.063 | 3998.966 | 4001.099 | 4003.001 | 4002.488 |
764 | 4001.136 | 3999.009 | 4001.517 | 4002.684 | 4002.493 |
765 | 4001.028 | 3998.778 | 4001.451 | 4002.643 | 4002.497 |
766 | 4001.033 | 3999.137 | 4001.006 | 4002.857 | 4002.506 |
767 | 4001.002 | 3999.056 | 4001.012 | 4002.828 | 4002.514 |
768 | 4000.862 | 3998.918 | 4001.038 | 4002.486 | 4002.513 |
769 | 4000.887 | 3999.028 | 4000.923 | 4002.599 | 4002.516 |
770 | 4000.751 | 3998.793 | 4000.895 | 4002.428 | 4002.513 |
771 | 4000.923 | 3998.996 | 4001.15 | 4002.471 | 4002.512 |
772 | 4000.802 | 3998.763 | 4001.03 | 4002.453 | 4002.511 |
773 | 4000.933 | 3999.009 | 4001.25 | 4002.37 | 4002.507 |
774 | 4000.977 | 3999.068 | 4001.205 | 4002.507 | 4002.507 |
775 | 4000.961 | 3999.041 | 4001.063 | 4002.65 | 4002.511 |
776 | 4001.028 | 3999.117 | 4001.215 | 4002.607 | 4002.513 |
777 | 4000.996 | 3999.199 | 4001.047 | 4002.631 | 4002.516 |
778 | 4000.772 | 3999.081 | 4000.867 | 4002.255 | 4002.51 |
779 | 4000.891 | 3998.808 | 4001.017 | 4002.706 | 4002.515 |
780 | 4001.018 | 3998.956 | 4001.174 | 4002.777 | 4002.521 |
781 | 4000.961 | 3999.122 | 4001.15 | 4002.469 | 4002.52 |
782 | 4000.951 | 3998.952 | 4001.153 | 4002.594 | 4002.522 |
783 | 4000.909 | 3999.046 | 4000.989 | 4002.573 | 4002.523 |
784 | 4000.882 | 3998.611 | 4001.142 | 4002.715 | 4002.528 |
785 | 4000.842 | 3998.969 | 4000.715 | 4002.764 | 4002.534 |
786 | 4000.708 | 3998.968 | 4000.637 | 4002.439 | 4002.531 |
787 | 4000.763 | 3998.959 | 4000.789 | 4002.435 | 4002.529 |
788 | 4000.5 | 3998.649 | 4000.383 | 4002.39 | 4002.525 |
789 | 4000.54 | 3998.745 | 4000.585 | 4002.181 | 4002.517 |
790 | 4000.542 | 3998.505 | 4000.745 | 4002.221 | 4002.509 |
791 | 4000.646 | 3998.653 | 4000.857 | 4002.274 | 4002.504 |
792 | 4000.368 | 3998.509 | 4000.58 | 4001.869 | 4002.488 |
793 | 4000.705 | 3999.054 | 4000.718 | 4002.25 | 4002.482 |
794 | 4000.471 | 3998.669 | 4000.414 | 4002.241 | 4002.476 |
795 | 4000.496 | 3999.032 | 4000.36 | 4002.045 | 4002.465 |
796 | 4000.453 | 3999.044 | 4000.433 | 4001.81 | 4002.449 |
797 | 4000.612 | 3999.184 | 4000.551 | 4002.036 | 4002.438 |
798 | 4000.578 | 3998.936 | 4000.669 | 4002.02 | 4002.428 |
799 | 4000.299 | 3998.247 | 4000.399 | 4002.116 | 4002.42 |
800 | 4000.293 | 3998.363 | 4000.367 | 4002.027 | 4002.41 |
801 | 4000.322 | 3998.371 | 4000.332 | 4002.153 | 4002.404 |
802 | 4000.415 | 3998.576 | 4000.683 | 4001.827 | 4002.389 |
803 | 4000.446 | 3998.379 | 4000.732 | 4002.052 | 4002.381 |
804 | 4000.384 | 3998.359 | 4000.59 | 4002.046 | 4002.373 |
805 | 4000.416 | 3998.656 | 4000.466 | 4002.02 | 4002.364 |
806 | 4000.333 | 3998.397 | 4000.35 | 4002.142 | 4002.358 |
807 | 4000.273 | 3998.335 | 4000.307 | 4002.063 | 4002.351 |
808 | 4000.407 | 3998.27 | 4000.467 | 4002.355 | 4002.351 |
809 | 4000.347 | 3998.329 | 4000.417 | 4002.169 | 4002.346 |
810 | 4000.301 | 3998.182 | 4000.421 | 4002.159 | 4002.342 |
811 | 4000.301 | 3998.216 | 4000.459 | 4002.078 | 4002.335 |
812 | 4000.194 | 3998.192 | 4000.237 | 4002.033 | 4002.328 |
813 | 4000.243 | 3998.394 | 4000.22 | 4002.019 | 4002.32 |
814 | 4000.311 | 3998.418 | 4000.423 | 4001.965 | 4002.311 |
815 | 4000.489 | 3998.416 | 4000.568 | 4002.352 | 4002.312 |
816 | 4000.56 | 3998.763 | 4000.73 | 4002.053 | 4002.305 |
817 | 4000.777 | 3999.345 | 4000.771 | 4002.136 | 4002.301 |
818 | 4000.722 | 3999.224 | 4000.576 | 4002.316 | 4002.302 |
819 | 4000.792 | 3999.18 | 4001.031 | 4002.026 | 4002.295 |
820 | 4000.678 | 3998.515 | 4000.972 | 4002.365 | 4002.296 |
821 | 4000.518 | 3998.307 | 4000.918 | 4002.123 | 4002.292 |
822 | 4000.536 | 3998.424 | 4000.85 | 4002.151 | 4002.289 |
823 | 4000.593 | 3998.679 | 4000.85 | 4002.09 | 4002.284 |
824 | 4000.535 | 3998.613 | 4001.122 | 4001.641 | 4002.268 |
825 | 4000.393 | 3998.583 | 4000.716 | 4001.713 | 4002.254 |
826 | 4000.488 | 3998.599 | 4000.715 | 4001.999 | 4002.247 |
827 | 4000.57 | 3998.901 | 4000.847 | 4001.811 | 4002.236 |
828 | 4000.632 | 3999.227 | 4000.826 | 4001.725 | 4002.224 |
829 | 4000.686 | 3999.269 | 4000.89 | 4001.78 | 4002.213 |
830 | 4000.711 | 3999.469 | 4000.928 | 4001.621 | 4002.198 |
831 | 4000.638 | 3998.858 | 4001.021 | 4001.856 | 4002.189 |
832 | 4000.799 | 3998.888 | 4001.167 | 4002.159 | 4002.188 |
833 | 4000.729 | 3998.776 | 4001.139 | 4002.08 | 4002.186 |
834 | 4000.623 | 3998.813 | 4000.886 | 4002.017 | 4002.182 |
835 | 4000.691 | 3998.745 | 4001.023 | 4002.127 | 4002.18 |
836 | 4000.59 | 3998.78 | 4000.889 | 4001.939 | 4002.174 |
837 | 4000.738 | 3998.829 | 4001.187 | 4002 | 4002.17 |
838 | 4000.632 | 3998.816 | 4001.085 | 4001.8 | 4002.161 |
839 | 4000.614 | 3999.003 | 4000.898 | 4001.794 | 4002.151 |
840 | 4000.6 | 3998.975 | 4000.942 | 4001.721 | 4002.141 |
Post the code you ran.
Do not double-post.
Thanks, I read and run the code there, https://blogs.sas.com/content/iml/2019/09/16/hull-moving-average-sas.html
But as the pic there show, SMA(green) is ahead of HULL(Orange).
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