🏠
令和8年2月24日 (火)
⇒#1037@グラフ;

📈 フォーリンチオカルト法の紫外可視吸収スペクトル(参考)

1037_フォーリンチオカルト法の紫外可視吸収スペクトル(参考)
👨‍🏫 0
import numpy as np
import matplotlib.pyplot as plt

#fig, ax = plt.subplots(figsize=(2.9, 2.1)) 
fig, ax = plt.subplots()

#----------------
#_📈_1037_フォーリンチオカルト法の紫外可視吸収スペクトル(参考)
xy_1037 = [(800,0.57819) \
, (799.5,0.57836) \
, (799,0.57871) \
, (798.5,0.5792) \
, (798,0.57971) \
, (797.5,0.58034) \
, (797,0.58107) \
, (796.5,0.58175) \
, (796,0.58234) \
, (795.5,0.58298) \
, (795,0.58363) \
, (794.5,0.58417) \
, (794,0.58456) \
, (793.5,0.58509) \
, (793,0.58567) \
, (792.5,0.58603) \
, (792,0.58661) \
, (791.5,0.58718) \
, (791,0.58767) \
, (790.5,0.58816) \
, (790,0.58881) \
, (789.5,0.58935) \
, (789,0.58978) \
, (788.5,0.59012) \
, (788,0.59048) \
, (787.5,0.59093) \
, (787,0.59146) \
, (786.5,0.59197) \
, (786,0.59259) \
, (785.5,0.59308) \
, (785,0.59361) \
, (784.5,0.59406) \
, (784,0.59444) \
, (783.5,0.59477) \
, (783,0.59524) \
, (782.5,0.59571) \
, (782,0.59613) \
, (781.5,0.59643) \
, (781,0.59673) \
, (780.5,0.59712) \
, (780,0.59751) \
, (779.5,0.59788) \
, (779,0.59838) \
, (778.5,0.59883) \
, (778,0.59919) \
, (777.5,0.59962) \
, (777,0.59999) \
, (776.5,0.60028) \
, (776,0.60066) \
, (775.5,0.60105) \
, (775,0.60137) \
, (774.5,0.60175) \
, (774,0.60209) \
, (773.5,0.60246) \
, (773,0.6027) \
, (772.5,0.60294) \
, (772,0.60335) \
, (771.5,0.60373) \
, (771,0.60404) \
, (770.5,0.60443) \
, (770,0.6048) \
, (769.5,0.605) \
, (769,0.60529) \
, (768.5,0.60547) \
, (768,0.6056) \
, (767.5,0.60586) \
, (767,0.60609) \
, (766.5,0.60634) \
, (766,0.60663) \
, (765.5,0.60677) \
, (765,0.60703) \
, (764.5,0.60725) \
, (764,0.6075) \
, (763.5,0.6077) \
, (763,0.60801) \
, (762.5,0.6083) \
, (762,0.60851) \
, (761.5,0.60878) \
, (761,0.60901) \
, (760.5,0.60918) \
, (760,0.60931) \
, (759.5,0.60935) \
, (759,0.60957) \
, (758.5,0.60958) \
, (758,0.60983) \
, (757.5,0.61005) \
, (757,0.61032) \
, (756.5,0.6105) \
, (756,0.61066) \
, (755.5,0.61084) \
, (755,0.61077) \
, (754.5,0.61084) \
, (754,0.61092) \
, (753.5,0.61092) \
, (753,0.611) \
, (752.5,0.61101) \
, (752,0.61117) \
, (751.5,0.61122) \
, (751,0.61139) \
, (750.5,0.61139) \
, (750,0.61147) \
, (749.5,0.61151) \
, (749,0.61152) \
, (748.5,0.61154) \
, (748,0.61145) \
, (747.5,0.61147) \
, (747,0.61155) \
, (746.5,0.61155) \
, (746,0.61157) \
, (745.5,0.61156) \
, (745,0.6115) \
, (744.5,0.61149) \
, (744,0.61157) \
, (743.5,0.61143) \
, (743,0.61147) \
, (742.5,0.61142) \
, (742,0.61147) \
, (741.5,0.61138) \
, (741,0.61143) \
, (740.5,0.61148) \
, (740,0.61143) \
, (739.5,0.61148) \
, (739,0.61139) \
, (738.5,0.61141) \
, (738,0.61121) \
, (737.5,0.61104) \
, (737,0.61093) \
, (736.5,0.61065) \
, (736,0.61056) \
, (735.5,0.61046) \
, (735,0.61041) \
, (734.5,0.61026) \
, (734,0.61035) \
, (733.5,0.61029) \
, (733,0.61016) \
, (732.5,0.61009) \
, (732,0.60979) \
, (731.5,0.60966) \
, (731,0.60944) \
, (730.5,0.6093) \
, (730,0.60913) \
, (729.5,0.60891) \
, (729,0.60879) \
, (728.5,0.60869) \
, (728,0.60849) \
, (727.5,0.60825) \
, (727,0.60811) \
, (726.5,0.60781) \
, (726,0.60773) \
, (725.5,0.60772) \
, (725,0.60754) \
, (724.5,0.60735) \
, (724,0.60719) \
, (723.5,0.60699) \
, (723,0.60679) \
, (722.5,0.60648) \
, (722,0.60617) \
, (721.5,0.60591) \
, (721,0.60575) \
, (720.5,0.60559) \
, (720,0.60537) \
, (719.5,0.6051) \
, (719,0.60494) \
, (718.5,0.60482) \
, (718,0.60452) \
, (717.5,0.60431) \
, (717,0.60409) \
, (716.5,0.60376) \
, (716,0.60356) \
, (715.5,0.60329) \
, (715,0.60298) \
, (714.5,0.60261) \
, (714,0.60241) \
, (713.5,0.60217) \
, (713,0.60181) \
, (712.5,0.60161) \
, (712,0.60134) \
, (711.5,0.60108) \
, (711,0.60075) \
, (710.5,0.60052) \
, (710,0.60025) \
, (709.5,0.59994) \
, (709,0.59979) \
, (708.5,0.59947) \
, (708,0.59924) \
, (707.5,0.59898) \
, (707,0.59865) \
, (706.5,0.5983) \
, (706,0.59783) \
, (705.5,0.59756) \
, (705,0.5972) \
, (704.5,0.59687) \
, (704,0.59657) \
, (703.5,0.59631) \
, (703,0.59593) \
, (702.5,0.59566) \
, (702,0.59545) \
, (701.5,0.59499) \
, (701,0.59465) \
, (700.5,0.59436) \
, (700,0.59404) \
, (699.5,0.59372) \
, (699,0.59342) \
, (698.5,0.59306) \
, (698,0.59275) \
, (697.5,0.59251) \
, (697,0.5923) \
, (696.5,0.59201) \
, (696,0.59161) \
, (695.5,0.59138) \
, (695,0.59106) \
, (694.5,0.5907) \
, (694,0.59029) \
, (693.5,0.59) \
, (693,0.58964) \
, (692.5,0.5893) \
, (692,0.58894) \
, (691.5,0.58862) \
, (691,0.58819) \
, (690.5,0.58789) \
, (690,0.58762) \
, (689.5,0.5872) \
, (689,0.58674) \
, (688.5,0.58651) \
, (688,0.5862) \
, (687.5,0.5858) \
, (687,0.58536) \
, (686.5,0.58507) \
, (686,0.58474) \
, (685.5,0.58449) \
, (685,0.584) \
, (684.5,0.5837) \
, (684,0.58335) \
, (683.5,0.58307) \
, (683,0.58272) \
, (682.5,0.58237) \
, (682,0.58193) \
, (681.5,0.58166) \
, (681,0.58145) \
, (680.5,0.58111) \
, (680,0.58081) \
, (679.5,0.58041) \
, (679,0.58008) \
, (678.5,0.57979) \
, (678,0.57943) \
, (677.5,0.57896) \
, (677,0.57874) \
, (676.5,0.57841) \
, (676,0.57809) \
, (675.5,0.57781) \
, (675,0.57736) \
, (674.5,0.57694) \
, (674,0.57656) \
, (673.5,0.57621) \
, (673,0.57591) \
, (672.5,0.57551) \
]
z_1037 = [list(t) for t in zip(*xy_1037)]; x_1037 = z_1037[0]; y_1037 = z_1037[1]

ax.scatter(x_1037, y_1037)
ax.plot(x_1037, y_1037)
ax.annotate('ID=1037' \
, xy=(np.mean(x_1037),np.mean(y_1037)) \
, xytext=(np.mean(x_1037)+ np.std(y_1037), np.mean(y_1037) + np.std(y_1037)) \
, arrowprops=dict(arrowstyle="->"))
#----------------

plt.show()
  1 python コード

A4 (210 × 297mm)あるいは少し大きめのレターサイズ(215.9 × 279.4ミリ)が一般的です。 2 カラムとすると 3.34645669291339インチ程度。 アスペクトを 4:3にすれば、2.9インチ×2.1インチぐらいの図が論文投稿の図として適切です。


サーバーサイドスクリプト

  2 フォーリンチオカルト法の紫外可視吸収スペクトル(参考)

サーバーサイドでラスタライズ(bmp,jpg,png)しているので、レスポンシブな表示が可能です。 サーバーサイドでダイナミックに生成している画像なので、ダウンロードだけでなく、リンクもできます。


クライアントサイドスクリプト

  3 canvas フォーリンチオカルト法の紫外可視吸収スペクトル(参考)

クライアントサイドでラスタライズ(bmp,jpg,png)しているので、レスポンシブな表示が可能です。 クライアントサイドでダイナミックに生成している画像なので、ダウンロードはできますが、リンクはできません。


  4 google chart APIを使った描画

  5 フォーリンチオカルト法の紫外可視吸収スペクトル(参考)

xmin350
xmax800
ymin0
ymax1
800 0.57819 799.5 0.57836 799 0.57871 798.5 0.5792 798 0.57971 797.5 0.58034 797 0.58107 796.5 0.58175 796 0.58234 795.5 0.58298 795 0.58363 794.5 0.58417 794 0.58456 793.5 0.58509 793 0.58567 792.5 0.58603 792 0.58661 791.5 0.58718 791 0.58767 790.5 0.58816 790 0.58881 789.5 0.58935 789 0.58978 788.5 0.59012 788 0.59048 787.5 0.59093 787 0.59146 786.5 0.59197 786 0.59259 785.5 0.59308 785 0.59361 784.5 0.59406 784 0.59444 783.5 0.59477 783 0.59524 782.5 0.59571 782 0.59613 781.5 0.59643 781 0.59673 780.5 0.59712 780 0.59751 779.5 0.59788 779 0.59838 778.5 0.59883 778 0.59919 777.5 0.59962 777 0.59999 776.5 0.60028 776 0.60066 775.5 0.60105 775 0.60137 774.5 0.60175 774 0.60209 773.5 0.60246 773 0.6027 772.5 0.60294 772 0.60335 771.5 0.60373 771 0.60404 770.5 0.60443 770 0.6048 769.5 0.605 769 0.60529 768.5 0.60547 768 0.6056 767.5 0.60586 767 0.60609 766.5 0.60634 766 0.60663 765.5 0.60677 765 0.60703 764.5 0.60725 764 0.6075 763.5 0.6077 763 0.60801 762.5 0.6083 762 0.60851 761.5 0.60878 761 0.60901 760.5 0.60918 760 0.60931 759.5 0.60935 759 0.60957 758.5 0.60958 758 0.60983 757.5 0.61005 757 0.61032 756.5 0.6105 756 0.61066 755.5 0.61084 755 0.61077 754.5 0.61084 754 0.61092 753.5 0.61092 753 0.611 752.5 0.61101 752 0.61117 751.5 0.61122 751 0.61139 750.5 0.61139 750 0.61147 749.5 0.61151 749 0.61152 748.5 0.61154 748 0.61145 747.5 0.61147 747 0.61155 746.5 0.61155 746 0.61157 745.5 0.61156 745 0.6115 744.5 0.61149 744 0.61157 743.5 0.61143 743 0.61147 742.5 0.61142 742 0.61147 741.5 0.61138 741 0.61143 740.5 0.61148 740 0.61143 739.5 0.61148 739 0.61139 738.5 0.61141 738 0.61121 737.5 0.61104 737 0.61093 736.5 0.61065 736 0.61056 735.5 0.61046 735 0.61041 734.5 0.61026 734 0.61035 733.5 0.61029 733 0.61016 732.5 0.61009 732 0.60979 731.5 0.60966 731 0.60944 730.5 0.6093 730 0.60913 729.5 0.60891 729 0.60879 728.5 0.60869 728 0.60849 727.5 0.60825 727 0.60811 726.5 0.60781 726 0.60773 725.5 0.60772 725 0.60754 724.5 0.60735 724 0.60719 723.5 0.60699 723 0.60679 722.5 0.60648 722 0.60617 721.5 0.60591 721 0.60575 720.5 0.60559 720 0.60537 719.5 0.6051 719 0.60494 718.5 0.60482 718 0.60452 717.5 0.60431 717 0.60409 716.5 0.60376 716 0.60356 715.5 0.60329 715 0.60298 714.5 0.60261 714 0.60241 713.5 0.60217 713 0.60181 712.5 0.60161 712 0.60134 711.5 0.60108 711 0.60075 710.5 0.60052 710 0.60025 709.5 0.59994 709 0.59979 708.5 0.59947 708 0.59924 707.5 0.59898 707 0.59865 706.5 0.5983 706 0.59783 705.5 0.59756 705 0.5972 704.5 0.59687 704 0.59657 703.5 0.59631 703 0.59593 702.5 0.59566 702 0.59545 701.5 0.59499 701 0.59465 700.5 0.59436 700 0.59404 699.5 0.59372 699 0.59342 698.5 0.59306 698 0.59275 697.5 0.59251 697 0.5923 696.5 0.59201 696 0.59161 695.5 0.59138 695 0.59106 694.5 0.5907 694 0.59029 693.5 0.59 693 0.58964 692.5 0.5893 692 0.58894 691.5 0.58862 691 0.58819 690.5 0.58789 690 0.58762 689.5 0.5872 689 0.58674 688.5 0.58651 688 0.5862 687.5 0.5858 687 0.58536 686.5 0.58507 686 0.58474 685.5 0.58449 685 0.584 684.5 0.5837 684 0.58335 683.5 0.58307 683 0.58272 682.5 0.58237 682 0.58193 681.5 0.58166 681 0.58145 680.5 0.58111 680 0.58081 679.5 0.58041 679 0.58008 678.5 0.57979 678 0.57943 677.5 0.57896 677 0.57874 676.5 0.57841 676 0.57809 675.5 0.57781 675 0.57736 674.5 0.57694 674 0.57656 673.5 0.57621 673 0.57591 672.5 0.57551 672 0.57526 671.5 0.57498 671 0.57471 670.5 0.5743 670 0.57405 669.5 0.57355 669 0.57319 668.5 0.57295 668 0.57268 667.5 0.57242 667 0.57202 666.5 0.57169 666 0.57134 665.5 0.57098 665 0.57061 664.5 0.57024 664 0.56994 663.5 0.56955 663 0.56934 662.5 0.56905 662 0.56859 661.5 0.56825 661 0.56793 660.5 0.56777 660 0.5675 659.5 0.56715 659 0.56687 658.5 0.56653 658 0.56616 657.5 0.56577 657 0.5654 656.5 0.56499 656 0.56464 655.5 0.56443 655 0.56423 654.5 0.56403 654 0.56355 653.5 0.56313 653 0.56273 652.5 0.56239 652 0.56216 651.5 0.56179 651 0.56156 650.5 0.56136 650 0.56097 649.5 0.56071 649 0.56029 648.5 0.55976 648 0.55947 647.5 0.55931 647 0.55894 646.5 0.55861 646 0.55824 645.5 0.55787 645 0.55752 644.5 0.55713 644 0.55673 643.5 0.55639 643 0.55603 642.5 0.55572 642 0.55546 641.5 0.55513 641 0.55479 640.5 0.5545 640 0.55413 639.5 0.5538 639 0.55334 638.5 0.5529 638 0.55246 637.5 0.55205 637 0.5516 636.5 0.55124 636 0.55097 635.5 0.55061 635 0.55028 634.5 0.55003 634 0.54967 633.5 0.54923 633 0.54879 632.5 0.54848 632 0.54807 631.5 0.54772 631 0.54729 630.5 0.54691 630 0.54654 629.5 0.54612 629 0.54571 628.5 0.54537 628 0.545 627.5 0.54467 627 0.54428 626.5 0.54382 626 0.54334 625.5 0.54289 625 0.54244 624.5 0.54204 624 0.54144 623.5 0.54103 623 0.54071 622.5 0.54034 622 0.53985 621.5 0.53946 621 0.53897 620.5 0.53852 620 0.53805 619.5 0.53765 619 0.53725 618.5 0.53684 618 0.53643 617.5 0.53602 617 0.53544 616.5 0.53487 616 0.53435 615.5 0.5339 615 0.5334 614.5 0.53299 614 0.53247 613.5 0.53193 613 0.53139 612.5 0.53092 612 0.53039 611.5 0.52994 611 0.52947 610.5 0.52899 610 0.52847 609.5 0.52795 609 0.52745 608.5 0.52696 608 0.52651 607.5 0.52602 607 0.52548 606.5 0.52492 606 0.52438 605.5 0.52387 605 0.5233 604.5 0.52283 604 0.52234 603.5 0.52182 603 0.52128 602.5 0.52071 602 0.52026 601.5 0.51969 601 0.51915 600.5 0.51869 600 0.51811 599.5 0.51748 599 0.51687 598.5 0.51625 598 0.51562 597.5 0.51507 597 0.51455 596.5 0.51401 596 0.51346 595.5 0.51285 595 0.51237 594.5 0.51176 594 0.51108 593.5 0.51055 593 0.50997 592.5 0.50927 592 0.50879 591.5 0.50812 591 0.50764 590.5 0.50707 590 0.5065 589.5 0.50588 589 0.50524 588.5 0.50455 588 0.50388 587.5 0.50324 587 0.5026 586.5 0.50191 586 0.50133 585.5 0.50067 585 0.50015 584.5 0.49941 584 0.49883 583.5 0.49827 583 0.49774 582.5 0.49712 582 0.49656 581.5 0.49599 581 0.49529 580.5 0.49468 580 0.49404 579.5 0.49325 579 0.49263 578.5 0.49196 578 0.49142 577.5 0.49072 577 0.49008 576.5 0.48949 576 0.48886 575.5 0.48822 575 0.48751 574.5 0.48693 574 0.4862 573.5 0.48555 573 0.48497 572.5 0.4843 572 0.48371 571.5 0.48306 571 0.4825 570.5 0.48181 570 0.48111 569.5 0.4804 569 0.47974 568.5 0.47915 568 0.47847 567.5 0.47791 567 0.47721 566.5 0.47649 566 0.47577 565.5 0.47503 565 0.47438 564.5 0.47375 564 0.47309 563.5 0.47245 563 0.47182 562.5 0.47116 562 0.47046 561.5 0.46985 561 0.46922 560.5 0.46859 560 0.46792 559.5 0.46727 559 0.46656 558.5 0.46586 558 0.46518 557.5 0.46454 557 0.46371 556.5 0.46297 556 0.46232 555.5 0.46165 555 0.46081 554.5 0.4602 554 0.45951 553.5 0.45888 553 0.45827 552.5 0.45753 552 0.45678 551.5 0.45609 551 0.45545 550.5 0.45481 550 0.45399 549.5 0.45331 549 0.45257 548.5 0.45192 548 0.45117 547.5 0.45042 547 0.44965 546.5 0.44891 546 0.44825 545.5 0.44758 545 0.44679 544.5 0.44607 544 0.44543 543.5 0.44469 543 0.44398 542.5 0.44327 542 0.44248 541.5 0.44181 541 0.44109 540.5 0.44033 540 0.43967 539.5 0.43888 539 0.43819 538.5 0.43753 538 0.43665 537.5 0.43595 537 0.43525 536.5 0.43439 536 0.43365 535.5 0.43286 535 0.4321 534.5 0.43133 534 0.43049 533.5 0.42972 533 0.42888 532.5 0.42805 532 0.4273 531.5 0.42658 531 0.42576 530.5 0.42503 530 0.42437 529.5 0.4235 529 0.42267 528.5 0.42186 528 0.42112 527.5 0.42024 527 0.41935 526.5 0.41856 526 0.41772 525.5 0.41691 525 0.416 524.5 0.41524 524 0.41437 523.5 0.41357 523 0.41288 522.5 0.41201 522 0.41113 521.5 0.41043 521 0.40974 520.5 0.40893 520 0.40805 519.5 0.40717 519 0.40634 518.5 0.4055 518 0.40459 517.5 0.40377 517 0.40288 516.5 0.40204 516 0.40128 515.5 0.40043 515 0.39951 514.5 0.39865 514 0.3979 513.5 0.39711 513 0.39626 512.5 0.39543 512 0.39456 511.5 0.39372 511 0.39294 510.5 0.39208 510 0.39131 509.5 0.39041 509 0.38973 508.5 0.38894 508 0.388 507.5 0.38701 507 0.38608 506.5 0.38517 506 0.38427 505.5 0.38338 505 0.38259 504.5 0.38175 504 0.38089 503.5 0.38006 503 0.37919 502.5 0.37815 502 0.37742 501.5 0.37657 501 0.37582 500.5 0.37492 500 0.37398 499.5 0.37314 499 0.37232 498.5 0.3713 498 0.37051 497.5 0.36965 497 0.3687 496.5 0.36793 496 0.36707 495.5 0.36609 495 0.36519 494.5 0.36435 494 0.36363 493.5 0.36268 493 0.36174 492.5 0.36085 492 0.36002 491.5 0.35906 491 0.3583 490.5 0.35745 490 0.35651 489.5 0.35564 489 0.35491 488.5 0.354 488 0.35304 487.5 0.35211 487 0.35116 486.5 0.35026 486 0.3494 485.5 0.34853 485 0.34767 484.5 0.34675 484 0.34596 483.5 0.34513 483 0.34424 482.5 0.3433 482 0.34245 481.5 0.34156 481 0.34079 480.5 0.33994 480 0.33913 479.5 0.33834 479 0.33745 478.5 0.33656 478 0.33564 477.5 0.33479 477 0.33387 476.5 0.33293 476 0.33208 475.5 0.33133 475 0.33052 474.5 0.32972 474 0.32882 473.5 0.32791 473 0.32721 472.5 0.32648 472 0.32572 471.5 0.32497 471 0.32417 470.5 0.32346 470 0.3226 469.5 0.32171 469 0.32089 468.5 0.32011 468 0.3193 467.5 0.31861 467 0.31789 466.5 0.31708 466 0.31631 465.5 0.31546 465 0.31465 464.5 0.3139 464 0.31323 463.5 0.31254 463 0.31185 462.5 0.31112 462 0.31043 461.5 0.30971 461 0.30895 460.5 0.30823 460 0.3076 459.5 0.30692 459 0.3063 458.5 0.30566 458 0.3049 457.5 0.30416 457 0.3035 456.5 0.30288 456 0.30223 455.5 0.30155 455 0.30091 454.5 0.30034 454 0.2997 453.5 0.29911 453 0.29848 452.5 0.29777 452 0.29724 451.5 0.29672 451 0.29617 450.5 0.29567 450 0.29514 449.5 0.29473 449 0.29425 448.5 0.29366 448 0.293 447.5 0.29235 447 0.29161 446.5 0.29104 446 0.29051 445.5 0.29 445 0.28956 444.5 0.2891 444 0.28865 443.5 0.28823 443 0.28773 442.5 0.28713 442 0.2866 441.5 0.28607 441 0.28559 440.5 0.28513 440 0.28462 439.5 0.28418 439 0.28375 438.5 0.28333 438 0.28288 437.5 0.28243 437 0.28195 436.5 0.28153 436 0.28113 435.5 0.28079 435 0.2805 434.5 0.28025 434 0.27997 433.5 0.27964 433 0.27928 432.5 0.27899 432 0.2787 431.5 0.27841 431 0.27829 430.5 0.27812 430 0.27798 429.5 0.27789 429 0.27764 428.5 0.27743 428 0.27726 427.5 0.2771 427 0.2771 426.5 0.27703 426 0.27701 425.5 0.27716 425 0.27711 424.5 0.27716 424 0.27725 423.5 0.27729 423 0.2774 422.5 0.27752 422 0.27762 421.5 0.27774 421 0.278 420.5 0.27824 420 0.2786 419.5 0.27893 419 0.27923 418.5 0.27972 418 0.28 417.5 0.28049 417 0.28078 416.5 0.28128 416 0.28185 415.5 0.28242 415 0.28313 414.5 0.28366 414 0.28439 413.5 0.28514 413 0.28591 412.5 0.28676 412 0.28758 411.5 0.28838 411 0.28921 410.5 0.29023 410 0.29106 409.5 0.29212 409 0.29311 408.5 0.29433 408 0.29557 407.5 0.29665 407 0.29798 406.5 0.29927 406 0.30061 405.5 0.30195 405 0.30349 404.5 0.30493 404 0.30652 403.5 0.3082 403 0.30978 402.5 0.31151 402 0.3131 401.5 0.31488 401 0.31663 400.5 0.31834 400 0.32031 399.5 0.32232 399 0.32441 398.5 0.32642 398 0.3287 397.5 0.33075 397 0.33305 396.5 0.33535 396 0.33768 395.5 0.34019 395 0.34268 394.5 0.34526 394 0.34783 393.5 0.35046 393 0.35312 392.5 0.35596 392 0.35884 391.5 0.36164 391 0.3648 390.5 0.36785 390 0.37112 389.5 0.37452 389 0.37793 388.5 0.38161 388 0.38526 387.5 0.38896 387 0.39271 386.5 0.3966 386 0.40044 385.5 0.4043 385 0.40831 384.5 0.41218 384 0.41617 383.5 0.42013 383 0.42421 382.5 0.42841 382 0.43255 381.5 0.43698 381 0.44143 380.5 0.44592 380 0.45054 379.5 0.45521 379 0.46005 378.5 0.46484 378 0.46996 377.5 0.47522 377 0.48052 376.5 0.48586 376 0.49144 375.5 0.49709 375 0.50266 374.5 0.50817 374 0.51373 373.5 0.51934 373 0.52503 372.5 0.53071 372 0.53652 371.5 0.5424 371 0.54855 370.5 0.55485 370 0.56124 369.5 0.56779 369 0.57454 368.5 0.58151 368 0.58856 367.5 0.59571 367 0.60319 366.5 0.61068 366 0.61819 365.5 0.62558 365 0.63294 364.5 0.64056 364 0.6483 363.5 0.6559 363 0.66358 362.5 0.6715 362 0.67937 361.5 0.68739 361 0.69557 360.5 0.70392 360 0.71282 359.5 0.72187 359 0.73113 358.5 0.74046 358 0.74954 357.5 0.75933 357 0.76916 356.5 0.77907 356 0.78917 355.5 0.79938 355 0.80958 354.5 0.81997 354 0.83028 353.5 0.84062 353 0.85068 352.5 0.8615 352 0.87328 351.5 0.88535 351 0.8965 350.5 0.90645 350 0.91387

,[800 0.57819 ],[799.5 0.57836 ],[799 0.57871 ],[798.5 0.5792 ],[798 0.57971 ],[797.5 0.58034 ],[797 0.58107 ],[796.5 0.58175 ],[796 0.58234 ],[795.5 0.58298 ],[795 0.58363 ],[794.5 0.58417 ],[794 0.58456 ],[793.5 0.58509 ],[793 0.58567 ],[792.5 0.58603 ],[792 0.58661 ],[791.5 0.58718 ],[791 0.58767 ],[790.5 0.58816 ],[790 0.58881 ],[789.5 0.58935 ],[789 0.58978 ],[788.5 0.59012 ],[788 0.59048 ],[787.5 0.59093 ],[787 0.59146 ],[786.5 0.59197 ],[786 0.59259 ],[785.5 0.59308 ],[785 0.59361 ],[784.5 0.59406 ],[784 0.59444 ],[783.5 0.59477 ],[783 0.59524 ],[782.5 0.59571 ],[782 0.59613 ],[781.5 0.59643 ],[781 0.59673 ],[780.5 0.59712 ],[780 0.59751 ],[779.5 0.59788 ],[779 0.59838 ],[778.5 0.59883 ],[778 0.59919 ],[777.5 0.59962 ],[777 0.59999 ],[776.5 0.60028 ],[776 0.60066 ],[775.5 0.60105 ],[775 0.60137 ],[774.5 0.60175 ],[774 0.60209 ],[773.5 0.60246 ],[773 0.6027 ],[772.5 0.60294 ],[772 0.60335 ],[771.5 0.60373 ],[771 0.60404 ],[770.5 0.60443 ],[770 0.6048 ],[769.5 0.605 ],[769 0.60529 ],[768.5 0.60547 ],[768 0.6056 ],[767.5 0.60586 ],[767 0.60609 ],[766.5 0.60634 ],[766 0.60663 ],[765.5 0.60677 ],[765 0.60703 ],[764.5 0.60725 ],[764 0.6075 ],[763.5 0.6077 ],[763 0.60801 ],[762.5 0.6083 ],[762 0.60851 ],[761.5 0.60878 ],[761 0.60901 ],[760.5 0.60918 ],[760 0.60931 ],[759.5 0.60935 ],[759 0.60957 ],[758.5 0.60958 ],[758 0.60983 ],[757.5 0.61005 ],[757 0.61032 ],[756.5 0.6105 ],[756 0.61066 ],[755.5 0.61084 ],[755 0.61077 ],[754.5 0.61084 ],[754 0.61092 ],[753.5 0.61092 ],[753 0.611 ],[752.5 0.61101 ],[752 0.61117 ],[751.5 0.61122 ],[751 0.61139 ],[750.5 0.61139 ],[750 0.61147 ],[749.5 0.61151 ],[749 0.61152 ],[748.5 0.61154 ],[748 0.61145 ],[747.5 0.61147 ],[747 0.61155 ],[746.5 0.61155 ],[746 0.61157 ],[745.5 0.61156 ],[745 0.6115 ],[744.5 0.61149 ],[744 0.61157 ],[743.5 0.61143 ],[743 0.61147 ],[742.5 0.61142 ],[742 0.61147 ],[741.5 0.61138 ],[741 0.61143 ],[740.5 0.61148 ],[740 0.61143 ],[739.5 0.61148 ],[739 0.61139 ],[738.5 0.61141 ],[738 0.61121 ],[737.5 0.61104 ],[737 0.61093 ],[736.5 0.61065 ],[736 0.61056 ],[735.5 0.61046 ],[735 0.61041 ],[734.5 0.61026 ],[734 0.61035 ],[733.5 0.61029 ],[733 0.61016 ],[732.5 0.61009 ],[732 0.60979 ],[731.5 0.60966 ],[731 0.60944 ],[730.5 0.6093 ],[730 0.60913 ],[729.5 0.60891 ],[729 0.60879 ],[728.5 0.60869 ],[728 0.60849 ],[727.5 0.60825 ],[727 0.60811 ],[726.5 0.60781 ],[726 0.60773 ],[725.5 0.60772 ],[725 0.60754 ],[724.5 0.60735 ],[724 0.60719 ],[723.5 0.60699 ],[723 0.60679 ],[722.5 0.60648 ],[722 0.60617 ],[721.5 0.60591 ],[721 0.60575 ],[720.5 0.60559 ],[720 0.60537 ],[719.5 0.6051 ],[719 0.60494 ],[718.5 0.60482 ],[718 0.60452 ],[717.5 0.60431 ],[717 0.60409 ],[716.5 0.60376 ],[716 0.60356 ],[715.5 0.60329 ],[715 0.60298 ],[714.5 0.60261 ],[714 0.60241 ],[713.5 0.60217 ],[713 0.60181 ],[712.5 0.60161 ],[712 0.60134 ],[711.5 0.60108 ],[711 0.60075 ],[710.5 0.60052 ],[710 0.60025 ],[709.5 0.59994 ],[709 0.59979 ],[708.5 0.59947 ],[708 0.59924 ],[707.5 0.59898 ],[707 0.59865 ],[706.5 0.5983 ],[706 0.59783 ],[705.5 0.59756 ],[705 0.5972 ],[704.5 0.59687 ],[704 0.59657 ],[703.5 0.59631 ],[703 0.59593 ],[702.5 0.59566 ],[702 0.59545 ],[701.5 0.59499 ],[701 0.59465 ],[700.5 0.59436 ],[700 0.59404 ],[699.5 0.59372 ],[699 0.59342 ],[698.5 0.59306 ],[698 0.59275 ],[697.5 0.59251 ],[697 0.5923 ],[696.5 0.59201 ],[696 0.59161 ],[695.5 0.59138 ],[695 0.59106 ],[694.5 0.5907 ],[694 0.59029 ],[693.5 0.59 ],[693 0.58964 ],[692.5 0.5893 ],[692 0.58894 ],[691.5 0.58862 ],[691 0.58819 ],[690.5 0.58789 ],[690 0.58762 ],[689.5 0.5872 ],[689 0.58674 ],[688.5 0.58651 ],[688 0.5862 ],[687.5 0.5858 ],[687 0.58536 ],[686.5 0.58507 ],[686 0.58474 ],[685.5 0.58449 ],[685 0.584 ],[684.5 0.5837 ],[684 0.58335 ],[683.5 0.58307 ],[683 0.58272 ],[682.5 0.58237 ],[682 0.58193 ],[681.5 0.58166 ],[681 0.58145 ],[680.5 0.58111 ],[680 0.58081 ],[679.5 0.58041 ],[679 0.58008 ],[678.5 0.57979 ],[678 0.57943 ],[677.5 0.57896 ],[677 0.57874 ],[676.5 0.57841 ],[676 0.57809 ],[675.5 0.57781 ],[675 0.57736 ],[674.5 0.57694 ],[674 0.57656 ],[673.5 0.57621 ],[673 0.57591 ],[672.5 0.57551 ],[672 0.57526 ],[671.5 0.57498 ],[671 0.57471 ],[670.5 0.5743 ],[670 0.57405 ],[669.5 0.57355 ],[669 0.57319 ],[668.5 0.57295 ],[668 0.57268 ],[667.5 0.57242 ],[667 0.57202 ],[666.5 0.57169 ],[666 0.57134 ],[665.5 0.57098 ],[665 0.57061 ],[664.5 0.57024 ],[664 0.56994 ],[663.5 0.56955 ],[663 0.56934 ],[662.5 0.56905 ],[662 0.56859 ],[661.5 0.56825 ],[661 0.56793 ],[660.5 0.56777 ],[660 0.5675 ],[659.5 0.56715 ],[659 0.56687 ],[658.5 0.56653 ],[658 0.56616 ],[657.5 0.56577 ],[657 0.5654 ],[656.5 0.56499 ],[656 0.56464 ],[655.5 0.56443 ],[655 0.56423 ],[654.5 0.56403 ],[654 0.56355 ],[653.5 0.56313 ],[653 0.56273 ],[652.5 0.56239 ],[652 0.56216 ],[651.5 0.56179 ],[651 0.56156 ],[650.5 0.56136 ],[650 0.56097 ],[649.5 0.56071 ],[649 0.56029 ],[648.5 0.55976 ],[648 0.55947 ],[647.5 0.55931 ],[647 0.55894 ],[646.5 0.55861 ],[646 0.55824 ],[645.5 0.55787 ],[645 0.55752 ],[644.5 0.55713 ],[644 0.55673 ],[643.5 0.55639 ],[643 0.55603 ],[642.5 0.55572 ],[642 0.55546 ],[641.5 0.55513 ],[641 0.55479 ],[640.5 0.5545 ],[640 0.55413 ],[639.5 0.5538 ],[639 0.55334 ],[638.5 0.5529 ],[638 0.55246 ],[637.5 0.55205 ],[637 0.5516 ],[636.5 0.55124 ],[636 0.55097 ],[635.5 0.55061 ],[635 0.55028 ],[634.5 0.55003 ],[634 0.54967 ],[633.5 0.54923 ],[633 0.54879 ],[632.5 0.54848 ],[632 0.54807 ],[631.5 0.54772 ],[631 0.54729 ],[630.5 0.54691 ],[630 0.54654 ],[629.5 0.54612 ],[629 0.54571 ],[628.5 0.54537 ],[628 0.545 ],[627.5 0.54467 ],[627 0.54428 ],[626.5 0.54382 ],[626 0.54334 ],[625.5 0.54289 ],[625 0.54244 ],[624.5 0.54204 ],[624 0.54144 ],[623.5 0.54103 ],[623 0.54071 ],[622.5 0.54034 ],[622 0.53985 ],[621.5 0.53946 ],[621 0.53897 ],[620.5 0.53852 ],[620 0.53805 ],[619.5 0.53765 ],[619 0.53725 ],[618.5 0.53684 ],[618 0.53643 ],[617.5 0.53602 ],[617 0.53544 ],[616.5 0.53487 ],[616 0.53435 ],[615.5 0.5339 ],[615 0.5334 ],[614.5 0.53299 ],[614 0.53247 ],[613.5 0.53193 ],[613 0.53139 ],[612.5 0.53092 ],[612 0.53039 ],[611.5 0.52994 ],[611 0.52947 ],[610.5 0.52899 ],[610 0.52847 ],[609.5 0.52795 ],[609 0.52745 ],[608.5 0.52696 ],[608 0.52651 ],[607.5 0.52602 ],[607 0.52548 ],[606.5 0.52492 ],[606 0.52438 ],[605.5 0.52387 ],[605 0.5233 ],[604.5 0.52283 ],[604 0.52234 ],[603.5 0.52182 ],[603 0.52128 ],[602.5 0.52071 ],[602 0.52026 ],[601.5 0.51969 ],[601 0.51915 ],[600.5 0.51869 ],[600 0.51811 ],[599.5 0.51748 ],[599 0.51687 ],[598.5 0.51625 ],[598 0.51562 ],[597.5 0.51507 ],[597 0.51455 ],[596.5 0.51401 ],[596 0.51346 ],[595.5 0.51285 ],[595 0.51237 ],[594.5 0.51176 ],[594 0.51108 ],[593.5 0.51055 ],[593 0.50997 ],[592.5 0.50927 ],[592 0.50879 ],[591.5 0.50812 ],[591 0.50764 ],[590.5 0.50707 ],[590 0.5065 ],[589.5 0.50588 ],[589 0.50524 ],[588.5 0.50455 ],[588 0.50388 ],[587.5 0.50324 ],[587 0.5026 ],[586.5 0.50191 ],[586 0.50133 ],[585.5 0.50067 ],[585 0.50015 ],[584.5 0.49941 ],[584 0.49883 ],[583.5 0.49827 ],[583 0.49774 ],[582.5 0.49712 ],[582 0.49656 ],[581.5 0.49599 ],[581 0.49529 ],[580.5 0.49468 ],[580 0.49404 ],[579.5 0.49325 ],[579 0.49263 ],[578.5 0.49196 ],[578 0.49142 ],[577.5 0.49072 ],[577 0.49008 ],[576.5 0.48949 ],[576 0.48886 ],[575.5 0.48822 ],[575 0.48751 ],[574.5 0.48693 ],[574 0.4862 ],[573.5 0.48555 ],[573 0.48497 ],[572.5 0.4843 ],[572 0.48371 ],[571.5 0.48306 ],[571 0.4825 ],[570.5 0.48181 ],[570 0.48111 ],[569.5 0.4804 ],[569 0.47974 ],[568.5 0.47915 ],[568 0.47847 ],[567.5 0.47791 ],[567 0.47721 ],[566.5 0.47649 ],[566 0.47577 ],[565.5 0.47503 ],[565 0.47438 ],[564.5 0.47375 ],[564 0.47309 ],[563.5 0.47245 ],[563 0.47182 ],[562.5 0.47116 ],[562 0.47046 ],[561.5 0.46985 ],[561 0.46922 ],[560.5 0.46859 ],[560 0.46792 ],[559.5 0.46727 ],[559 0.46656 ],[558.5 0.46586 ],[558 0.46518 ],[557.5 0.46454 ],[557 0.46371 ],[556.5 0.46297 ],[556 0.46232 ],[555.5 0.46165 ],[555 0.46081 ],[554.5 0.4602 ],[554 0.45951 ],[553.5 0.45888 ],[553 0.45827 ],[552.5 0.45753 ],[552 0.45678 ],[551.5 0.45609 ],[551 0.45545 ],[550.5 0.45481 ],[550 0.45399 ],[549.5 0.45331 ],[549 0.45257 ],[548.5 0.45192 ],[548 0.45117 ],[547.5 0.45042 ],[547 0.44965 ],[546.5 0.44891 ],[546 0.44825 ],[545.5 0.44758 ],[545 0.44679 ],[544.5 0.44607 ],[544 0.44543 ],[543.5 0.44469 ],[543 0.44398 ],[542.5 0.44327 ],[542 0.44248 ],[541.5 0.44181 ],[541 0.44109 ],[540.5 0.44033 ],[540 0.43967 ],[539.5 0.43888 ],[539 0.43819 ],[538.5 0.43753 ],[538 0.43665 ],[537.5 0.43595 ],[537 0.43525 ],[536.5 0.43439 ],[536 0.43365 ],[535.5 0.43286 ],[535 0.4321 ],[534.5 0.43133 ],[534 0.43049 ],[533.5 0.42972 ],[533 0.42888 ],[532.5 0.42805 ],[532 0.4273 ],[531.5 0.42658 ],[531 0.42576 ],[530.5 0.42503 ],[530 0.42437 ],[529.5 0.4235 ],[529 0.42267 ],[528.5 0.42186 ],[528 0.42112 ],[527.5 0.42024 ],[527 0.41935 ],[526.5 0.41856 ],[526 0.41772 ],[525.5 0.41691 ],[525 0.416 ],[524.5 0.41524 ],[524 0.41437 ],[523.5 0.41357 ],[523 0.41288 ],[522.5 0.41201 ],[522 0.41113 ],[521.5 0.41043 ],[521 0.40974 ],[520.5 0.40893 ],[520 0.40805 ],[519.5 0.40717 ],[519 0.40634 ],[518.5 0.4055 ],[518 0.40459 ],[517.5 0.40377 ],[517 0.40288 ],[516.5 0.40204 ],[516 0.40128 ],[515.5 0.40043 ],[515 0.39951 ],[514.5 0.39865 ],[514 0.3979 ],[513.5 0.39711 ],[513 0.39626 ],[512.5 0.39543 ],[512 0.39456 ],[511.5 0.39372 ],[511 0.39294 ],[510.5 0.39208 ],[510 0.39131 ],[509.5 0.39041 ],[509 0.38973 ],[508.5 0.38894 ],[508 0.388 ],[507.5 0.38701 ],[507 0.38608 ],[506.5 0.38517 ],[506 0.38427 ],[505.5 0.38338 ],[505 0.38259 ],[504.5 0.38175 ],[504 0.38089 ],[503.5 0.38006 ],[503 0.37919 ],[502.5 0.37815 ],[502 0.37742 ],[501.5 0.37657 ],[501 0.37582 ],[500.5 0.37492 ],[500 0.37398 ],[499.5 0.37314 ],[499 0.37232 ],[498.5 0.3713 ],[498 0.37051 ],[497.5 0.36965 ],[497 0.3687 ],[496.5 0.36793 ],[496 0.36707 ],[495.5 0.36609 ],[495 0.36519 ],[494.5 0.36435 ],[494 0.36363 ],[493.5 0.36268 ],[493 0.36174 ],[492.5 0.36085 ],[492 0.36002 ],[491.5 0.35906 ],[491 0.3583 ],[490.5 0.35745 ],[490 0.35651 ],[489.5 0.35564 ],[489 0.35491 ],[488.5 0.354 ],[488 0.35304 ],[487.5 0.35211 ],[487 0.35116 ],[486.5 0.35026 ],[486 0.3494 ],[485.5 0.34853 ],[485 0.34767 ],[484.5 0.34675 ],[484 0.34596 ],[483.5 0.34513 ],[483 0.34424 ],[482.5 0.3433 ],[482 0.34245 ],[481.5 0.34156 ],[481 0.34079 ],[480.5 0.33994 ],[480 0.33913 ],[479.5 0.33834 ],[479 0.33745 ],[478.5 0.33656 ],[478 0.33564 ],[477.5 0.33479 ],[477 0.33387 ],[476.5 0.33293 ],[476 0.33208 ],[475.5 0.33133 ],[475 0.33052 ],[474.5 0.32972 ],[474 0.32882 ],[473.5 0.32791 ],[473 0.32721 ],[472.5 0.32648 ],[472 0.32572 ],[471.5 0.32497 ],[471 0.32417 ],[470.5 0.32346 ],[470 0.3226 ],[469.5 0.32171 ],[469 0.32089 ],[468.5 0.32011 ],[468 0.3193 ],[467.5 0.31861 ],[467 0.31789 ],[466.5 0.31708 ],[466 0.31631 ],[465.5 0.31546 ],[465 0.31465 ],[464.5 0.3139 ],[464 0.31323 ],[463.5 0.31254 ],[463 0.31185 ],[462.5 0.31112 ],[462 0.31043 ],[461.5 0.30971 ],[461 0.30895 ],[460.5 0.30823 ],[460 0.3076 ],[459.5 0.30692 ],[459 0.3063 ],[458.5 0.30566 ],[458 0.3049 ],[457.5 0.30416 ],[457 0.3035 ],[456.5 0.30288 ],[456 0.30223 ],[455.5 0.30155 ],[455 0.30091 ],[454.5 0.30034 ],[454 0.2997 ],[453.5 0.29911 ],[453 0.29848 ],[452.5 0.29777 ],[452 0.29724 ],[451.5 0.29672 ],[451 0.29617 ],[450.5 0.29567 ],[450 0.29514 ],[449.5 0.29473 ],[449 0.29425 ],[448.5 0.29366 ],[448 0.293 ],[447.5 0.29235 ],[447 0.29161 ],[446.5 0.29104 ],[446 0.29051 ],[445.5 0.29 ],[445 0.28956 ],[444.5 0.2891 ],[444 0.28865 ],[443.5 0.28823 ],[443 0.28773 ],[442.5 0.28713 ],[442 0.2866 ],[441.5 0.28607 ],[441 0.28559 ],[440.5 0.28513 ],[440 0.28462 ],[439.5 0.28418 ],[439 0.28375 ],[438.5 0.28333 ],[438 0.28288 ],[437.5 0.28243 ],[437 0.28195 ],[436.5 0.28153 ],[436 0.28113 ],[435.5 0.28079 ],[435 0.2805 ],[434.5 0.28025 ],[434 0.27997 ],[433.5 0.27964 ],[433 0.27928 ],[432.5 0.27899 ],[432 0.2787 ],[431.5 0.27841 ],[431 0.27829 ],[430.5 0.27812 ],[430 0.27798 ],[429.5 0.27789 ],[429 0.27764 ],[428.5 0.27743 ],[428 0.27726 ],[427.5 0.2771 ],[427 0.2771 ],[426.5 0.27703 ],[426 0.27701 ],[425.5 0.27716 ],[425 0.27711 ],[424.5 0.27716 ],[424 0.27725 ],[423.5 0.27729 ],[423 0.2774 ],[422.5 0.27752 ],[422 0.27762 ],[421.5 0.27774 ],[421 0.278 ],[420.5 0.27824 ],[420 0.2786 ],[419.5 0.27893 ],[419 0.27923 ],[418.5 0.27972 ],[418 0.28 ],[417.5 0.28049 ],[417 0.28078 ],[416.5 0.28128 ],[416 0.28185 ],[415.5 0.28242 ],[415 0.28313 ],[414.5 0.28366 ],[414 0.28439 ],[413.5 0.28514 ],[413 0.28591 ],[412.5 0.28676 ],[412 0.28758 ],[411.5 0.28838 ],[411 0.28921 ],[410.5 0.29023 ],[410 0.29106 ],[409.5 0.29212 ],[409 0.29311 ],[408.5 0.29433 ],[408 0.29557 ],[407.5 0.29665 ],[407 0.29798 ],[406.5 0.29927 ],[406 0.30061 ],[405.5 0.30195 ],[405 0.30349 ],[404.5 0.30493 ],[404 0.30652 ],[403.5 0.3082 ],[403 0.30978 ],[402.5 0.31151 ],[402 0.3131 ],[401.5 0.31488 ],[401 0.31663 ],[400.5 0.31834 ],[400 0.32031 ],[399.5 0.32232 ],[399 0.32441 ],[398.5 0.32642 ],[398 0.3287 ],[397.5 0.33075 ],[397 0.33305 ],[396.5 0.33535 ],[396 0.33768 ],[395.5 0.34019 ],[395 0.34268 ],[394.5 0.34526 ],[394 0.34783 ],[393.5 0.35046 ],[393 0.35312 ],[392.5 0.35596 ],[392 0.35884 ],[391.5 0.36164 ],[391 0.3648 ],[390.5 0.36785 ],[390 0.37112 ],[389.5 0.37452 ],[389 0.37793 ],[388.5 0.38161 ],[388 0.38526 ],[387.5 0.38896 ],[387 0.39271 ],[386.5 0.3966 ],[386 0.40044 ],[385.5 0.4043 ],[385 0.40831 ],[384.5 0.41218 ],[384 0.41617 ],[383.5 0.42013 ],[383 0.42421 ],[382.5 0.42841 ],[382 0.43255 ],[381.5 0.43698 ],[381 0.44143 ],[380.5 0.44592 ],[380 0.45054 ],[379.5 0.45521 ],[379 0.46005 ],[378.5 0.46484 ],[378 0.46996 ],[377.5 0.47522 ],[377 0.48052 ],[376.5 0.48586 ],[376 0.49144 ],[375.5 0.49709 ],[375 0.50266 ],[374.5 0.50817 ],[374 0.51373 ],[373.5 0.51934 ],[373 0.52503 ],[372.5 0.53071 ],[372 0.53652 ],[371.5 0.5424 ],[371 0.54855 ],[370.5 0.55485 ],[370 0.56124 ],[369.5 0.56779 ],[369 0.57454 ],[368.5 0.58151 ],[368 0.58856 ],[367.5 0.59571 ],[367 0.60319 ],[366.5 0.61068 ],[366 0.61819 ],[365.5 0.62558 ],[365 0.63294 ],[364.5 0.64056 ],[364 0.6483 ],[363.5 0.6559 ],[363 0.66358 ],[362.5 0.6715 ],[362 0.67937 ],[361.5 0.68739 ],[361 0.69557 ],[360.5 0.70392 ],[360 0.71282 ],[359.5 0.72187 ],[359 0.73113 ],[358.5 0.74046 ],[358 0.74954 ],[357.5 0.75933 ],[357 0.76916 ],[356.5 0.77907 ],[356 0.78917 ],[355.5 0.79938 ],[355 0.80958 ],[354.5 0.81997 ],[354 0.83028 ],[353.5 0.84062 ],[353 0.85068 ],[352.5 0.8615 ],[352 0.87328 ],[351.5 0.88535 ],[351 0.8965 ],[350.5 0.90645 ],[350 0.91387 ],[]

図形と関数

  1 図形と関数
名称 グラフ 説明
指数関数
python + matplotlib
import numpy as np
import math
import matplotlib.pyplot as plt

xy = [(p, math.exp(p)) for p in \
      np.arange(start = - 2, stop = 2, step = 0.1)]
z = [list(t) for t in zip(*xy)]; x = z[0]; y = z[1]

fig, ax = plt.subplots()
ax.plot(x, y)

plt.show()
逆ネルンスト 電池の充放電曲線で現れます。
確率曲線
正規分布関数 確率統計で多用されます。 品質管理 でも大切です。

数式の例

  2 数式の例
数式 意味 説明
y = a x + b 一次関数 直線

数に量の意味はありません。 変数 には、x,y,zのようにアルファベットの後ろの方を使い 定数には、a,b,cのようにアルファベットの前の方を使います。 デカルト座標系では、 図形を表します。 座標の数に量を割り当てたものをグラフやチャートと呼びます。

p V = n R T
気体の状態方程式 1662~1802 左辺 pV仕事、 右辺nRTが熱量で、 エネルギー収支を表す量方程式です。 量方程式なので量を単位で割った数値を代入したり求めたりします。
E = E0 - RT nF ln K
ネルンストの式 1889
S = k B ln W
ボルツマンの式 1877

数式には、インドアラビア数字、 ラテン文字ギリシャ文字、記号など多くの文字が現れます。 文字の多くは、数を表現します。量を数で表現している場合もあります。

数式は、量との量の関係を表現しているので、グラフにできます。

数式で数値を求めるときは、量を単位で割ってから代入します。このような数式を量方程式あるいは 量式*と言います。 単位が指定された数式を 数値方程式 と言います。単位の定義が変わると 数値方程式 の係数も変わります。 文献に記載された 数値方程式 を使う場合は、単位の定義がいつのものなのかを確認する必要があります。

コンピュータ上では直接数式を表現できないため、 TeXを使います。 MathMLを使います。

👨‍🏫 数式の表現、量の表現 👨‍🏫 ウルフラムアルファ(WolframAlpha) 👨‍🏫 計算式のページ(フォーム)
<!-- 図図図図図 図図図図図 -->
<figure>
<img src="https://a.yamagata-u.ac.jp/amenity/Laboratory/xyGraphImage.aspx?id=1037" />
<figcaption>
<a href="https://edu.yz.yamagata-u.ac.jp/developer/Asp/Youzan/Laboratory/Plot/Plot_Index.asp">Fig</a> <a href="https://edu.yz.yamagata-u.ac.jp/developer/Asp/Youzan/Laboratory/Plot/@Plot.asp?nxyGraphID=1037"> フォーリンチオカルト法の紫外可視吸収スペクトル(参考) </a>
<div> </div>
</figcaption>
</figure>
<!-- 図図図図図 図図図図図 -->

動画、音声及び写真を含む図表等を転載する場合には転載許諾書による同意があった方が無難です。 動画、音声及び写真を含む図表等の転載許諾書


QRコード
https://edu.yz.yamagata-u.ac.jp/developer/Asp/Youzan/Laboratory/Plot/@Plot.asp?nxyGraphID=1037
名称: 教育用公開ウェブサービス
URL: 🔗 https://edu.yz.yamagata-u.ac.jp/
管理運用 山形大学 学術情報基盤センター

🎄🎂🌃🕯🎉
名称: サイバーキャンパス「鷹山」
URL: 🔗 http://amenity.yz.yamagata-u.ac.jp/
管理運用 山形大学 データベースアメニティ研究会
〒992-8510 山形県米沢市城南4丁目3-16

Copyright ©1996- 2026 Databese Amenity Laboratory of Virtual Research Institute,  Yamagata University All Rights Reserved.