{"id":375,"date":"2023-08-01T12:49:44","date_gmt":"2023-08-01T12:49:44","guid":{"rendered":"https:\/\/statorials.org\/pl\/karta-kontrolna-xr\/"},"modified":"2023-08-01T12:49:44","modified_gmt":"2023-08-01T12:49:44","slug":"karta-kontrolna-xr","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/karta-kontrolna-xr\/","title":{"rendered":"Karta kontrolna xr"},"content":{"rendered":"<p>W tym artykule dowiesz si\u0119 czym s\u0105 wykresy kontrolne XR i do czego s\u0142u\u017c\u0105 w statystykach. Wyja\u015bniamy r\u00f3wnie\u017c, jak wykona\u0107 kart\u0119 kontroln\u0105 XR, a dodatkowo b\u0119dziesz m\u00f3g\u0142 zobaczy\u0107 krok po kroku dzia\u0142aj\u0105cy przyk\u0142ad. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-un-grafico-de-control-x-r\"><\/span> Co to jest karta kontrolna XR?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> <strong>Wykres kontrolny XR<\/strong> , lub po prostu <strong>wykres XR<\/strong> , to wykres pokazuj\u0105cy zmian\u0119 warto\u015bci \u015bredniej i zakresu cechy. Karta kontrolna XR s\u0142u\u017cy g\u0142\u00f3wnie do kontroli \u015bredniej i zakresu procesu produkcyjnego.<\/p>\n<p> Zatem w zarz\u0105dzaniu jako\u015bci\u0105 karta kontrolna XR umo\u017cliwia analiz\u0119 ewolucji i weryfikacj\u0119, czy krytyczna cecha jako\u015bci, taka jak rozmiar cz\u0119\u015bci lub temperatura piekarnika, jest pod kontrol\u0105.<\/p>\n<p> W rzeczywisto\u015bci wykres kontrolny XR jest podzielony na dwa r\u00f3\u017cne wykresy: wykres X i wykres R. Wykres X s\u0142u\u017cy do kontrolowania \u015bredniej procesu, natomiast wykres R s\u0142u\u017cy do monitorowania zakresu. Z tego powodu karta kontrolna XR nazywana jest tak\u017ce <strong>kart\u0105 kontroln\u0105 \u015brednich i zakres\u00f3w<\/strong> .<\/p>\n<p> Nale\u017cy pami\u0119ta\u0107, \u017ce karta kontrolna XR jest rodzajem karty kontrolnej o zmiennej charakterystyce, poniewa\u017c pozwala na kontrol\u0119 charakterystyki ci\u0105g\u0142ej. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"como-hacer-un-grafico-de-control-x-r\"><\/span> Jak utworzy\u0107 kart\u0119 kontroln\u0105 XR<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> Aby utworzy\u0107 <strong>kart\u0119 kontroln\u0105 XR,<\/strong> nale\u017cy wykona\u0107 nast\u0119puj\u0105ce kroki:<\/p>\n<ol style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Pobieraj pr\u00f3bki<\/strong> : Przede wszystkim nale\u017cy pobra\u0107 r\u00f3\u017cne warto\u015bci pr\u00f3bek cechy, kt\u00f3r\u0105 chcesz kontrolowa\u0107, aby j\u0105 monitorowa\u0107. Pr\u00f3bki powinny by\u0107 tej samej wielko\u015bci, zaleca si\u0119 pobranie minimum 20 pr\u00f3bek.<\/span><\/li>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Oblicz \u015bredni\u0105<\/strong> : Dla ka\u017cdej pr\u00f3bki nale\u017cy obliczy\u0107 \u015bredni\u0105 zarejestrowanych warto\u015bci.<\/span><\/li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-4912731aa4c9d00f8aaa874947c49045_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{X}=\\cfrac{\\displaystyle \\sum_{i=1}^n x_i}{n}\" title=\"Rendered by QuickLaTeX.com\" height=\"70\" width=\"90\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Oblicz \u015bredni\u0105 ze \u015brednich<\/strong> : Po okre\u015bleniu \u015bredniej z ka\u017cdej pr\u00f3bki nale\u017cy obliczy\u0107 \u015bredni\u0105 warto\u015b\u0107 wszystkich \u015brednich. B\u0119dzie to centralna warto\u015b\u0107 karty X.<\/span><\/li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-9f1ba7db9f340b44bdc7fedb2371db5d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{\\overline{X}}=\\cfrac{\\displaystyle \\sum_{j=1}^m {\\overline{X}_j}}{m}\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"97\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Oblicz zakres<\/strong> : Dla ka\u017cdej pr\u00f3bki musisz znale\u017a\u0107 zakres statystyczny, odejmuj\u0105c warto\u015b\u0107 maksymaln\u0105 od warto\u015bci minimalnej.<\/span><\/li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d09e48dfa9b5b1e1fbc30ac856d46166_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"R=\\text{M\\'ax}-\\text{M\\'in}\" title=\"Rendered by QuickLaTeX.com\" height=\"13\" width=\"125\" style=\"vertical-align: -1px;\"><\/p>\n<\/p>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Oblicz \u015bredni\u0105 zakres\u00f3w<\/strong> : Po znalezieniu zakresu ka\u017cdej pr\u00f3bki nale\u017cy obliczy\u0107 \u015bredni\u0105 ze wszystkich zakres\u00f3w. B\u0119dzie to warto\u015b\u0107 centralna wykresu R.<\/span><\/li>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-8509192f73750fcb91349b1c470f2d31_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{R}=\\cfrac{\\displaystyle \\sum_{j=1}^m R_j}{m}\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"92\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Oblicz limity kontrolne wykresu XR<\/strong> \u2013 Z warto\u015bci obliczonych w poprzednich krokach nale\u017cy obliczy\u0107 limity kontrolne wykresu X i R, korzystaj\u0105c z nast\u0119puj\u0105cych wzor\u00f3w:<\/span><\/li>\n<p class=\"has-text-align-center has-text-color has-medium-font-size\" style=\"color:#ff8a05\"> <strong>Karta kontrolna X:<\/strong> <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-fea27f2cb07784e5d8f7e128a010a02c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{c}LCS=\\overline{\\overline{X}}+A_2\\cdot \\overline{R}\\\\[3ex]LCI=\\overline{\\overline{X}}-A_2\\cdot \\overline{R}\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"70\" width=\"147\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center has-text-color has-medium-font-size\" style=\"color:#ff8a05\"> <strong>Karta kontrolna R:<\/strong><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-5d3cf71032f18cd8710d9a2165d8daac_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{c}LCS=D_4\\cdot \\overline{R}\\\\[3ex]LCI=D_3\\cdot\\overline{R}\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"63\" width=\"111\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p> <span style=\"color:#101010;font-weight: normal;\">Gdzie warto\u015bci parametr\u00f3w A <sub>2<\/sub> , D <sub>3<\/sub> i D <sub>4<\/sub> znajduj\u0105 si\u0119 w poni\u017cszej tabeli.<\/span><\/p>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;: normal;\"><strong>Wykre\u015bl warto\u015bci na wykresie<\/strong> : Teraz wystarczy, \u017ce na jednym wykresie wykre\u015blisz warto\u015bci zwi\u0105zane ze \u015bredni\u0105, a na drugim warto\u015bci zwi\u0105zane z zakresem, aby uzyska\u0107 wykres XR.<\/span><\/li>\n<li style=\"margin-bottom:18px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Przeanalizuj kart\u0119 kontroln\u0105 XR<\/strong> : Na koniec nale\u017cy sprawdzi\u0107, czy \u017cadna warto\u015b\u0107 na karcie XR nie wykracza poza granice kontrolne i czy w zwi\u0105zku z tym proces jest pod kontrol\u0105. W przeciwnym razie nale\u017cy podj\u0105\u0107 dzia\u0142ania w celu skorygowania procesu produkcyjnego.<\/span> <\/li>\n<\/ol>\n<figure class=\"wp-block-table aligncenter is-style-stripes\">\n<table>\n<thead>\n<tr>\n<th class=\"has-text-align-center\" data-align=\"center\"> Rozmiar (n)<\/th>\n<th class=\"has-text-align-center\" data-align=\"center\"> O <sub>2<\/sub><\/th>\n<th class=\"has-text-align-center\" data-align=\"center\"> Dzie\u0144 <sub>3<\/sub><\/th>\n<th> <sub>J4<\/sub><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 2<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 1880<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,000<\/td>\n<td> 3267<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 3<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 1023<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,000<\/td>\n<td> 2575<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 4<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,729<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,000<\/td>\n<td> 2282<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 5<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,577<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,000<\/td>\n<td> 2115<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 6<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,483<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,000<\/td>\n<td> 2004<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 7<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,419<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,076<\/td>\n<td> 1924<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 8<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,373<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,136<\/td>\n<td> 1864<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> 9<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,337<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,184<\/td>\n<td> 1816<\/td>\n<\/tr>\n<tr>\n<td class=\"has-text-align-center\" data-align=\"center\"> dziesi\u0119\u0107<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,308<\/td>\n<td class=\"has-text-align-center\" data-align=\"center\"> 0,223<\/td>\n<td> 1777 <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ejemplo-de-grafico-de-control-x-r\"><\/span> Przyk\u0142ad karty steruj\u0105cej XR<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> Przedsi\u0119biorstwo przemys\u0142owe pragnie kontrolowa\u0107 pomiar \u015brednicy cylindra, aby sprawdzi\u0107, czy jego proces produkcyjny jest pod kontrol\u0105. W tym celu co 15 minut pobiera si\u0119 pr\u00f3bk\u0119 5 cylindr\u00f3w i mierzy si\u0119 jej \u015brednic\u0119. Poni\u017csza tabela przedstawia histori\u0119 pomiar\u00f3w. Wykonaj kart\u0119 kontroln\u0105 XR, aby przeanalizowa\u0107 parametr jako\u015bci. <\/p>\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"500\" height=\"792\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exemple-de-donnees-de-carte-de-controle-.png\" alt=\"przyk\u0142ad danych wykresu kontrolnego\" class=\"wp-image-7247\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p> Najpierw musimy przyj\u0105\u0107 \u015bredni\u0105 arytmetyczn\u0105 i zakres ka\u017cdego zestawu pomiar\u00f3w: <\/p>\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"665\" height=\"792\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exemple-de-calculs-de-carte-de-controle.png\" alt=\"przyk\u0142ady oblicze\u0144 kart kontrolnych\" class=\"wp-image-7248\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p> Teraz mamy na my\u015bli \u015brednie i zakresy, kt\u00f3re b\u0119d\u0105 \u015brodkowymi warto\u015bciami wykresu kontrolnego odpowiednio dla \u015bredniej i zakresu:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-bb065f802bb00dbf7fe6791ca3d220a4_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{\\overline{X}}=\\cfrac{\\displaystyle \\sum_{j=1}^m {\\overline{X}_j}}{m}=4,8589\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"173\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d03ee6b8414e1035c986ed2718d0056a_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{R}=\\cfrac{\\displaystyle \\sum_{j=1}^m R_j}{m}=0,0227\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"168\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p> W tym przypadku ka\u017cda pr\u00f3bka sk\u0142ada si\u0119 z 5 pomiar\u00f3w, wi\u0119c wsp\u00f3\u0142czynniki ze wzor\u00f3w na granic\u0119 kontroln\u0105 s\u0105 nast\u0119puj\u0105ce (warto\u015bci wsp\u00f3\u0142czynnik\u00f3w mo\u017cesz zobaczy\u0107 w tabeli powy\u017cej):<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-109da007c475699c5c68735d76ffba2c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"A_2=0,577\" title=\"Rendered by QuickLaTeX.com\" height=\"17\" width=\"88\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-b6c2ba8434d4660729a13e8bd0a92a41_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"D_3=0\" title=\"Rendered by QuickLaTeX.com\" height=\"15\" width=\"55\" style=\"vertical-align: -3px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-540cb48c507e89bef05b41af89e053ce_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"D_4=2,115\" title=\"Rendered by QuickLaTeX.com\" height=\"17\" width=\"89\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<p>Obliczmy teraz g\u00f3rn\u0105 i doln\u0105 granic\u0119 kontroln\u0105 karty kontrolnej X i R:<\/p>\n<p class=\"has-text-align-center has-text-color has-medium-font-size\" style=\"color:#ff8a05\"> <strong>Granice kontrolne karty kontrolnej<\/strong> <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-c36f6b368a9a737de0ad139fd3a3953c_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{c}LCS=\\overline{\\overline{X}}+A_2\\cdot \\overline{R}=4,8589+0,577\\cdot 0,0227=4,8720\\\\[3ex]LCI=\\overline{\\overline{X}}-A_2\\cdot \\overline{R}=4,8589-0,577\\cdot 0,0227=4,8458\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"72\" width=\"429\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center has-text-color has-medium-font-size\" style=\"color:#ff8a05\"> <strong style=\"font-weight: bold;\">granice kontrolne<\/strong><span><strong style=\"font-weight: bold;\"> <\/strong><\/span><strong>Karta kontrolna R<\/strong><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-4f60f6739025a68d8e145d789bf3edea_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\begin{array}{c}LCS=D_4\\cdot \\overline{R}=2,115\\cdot 0,0227=0,0481\\\\[3ex]LCI=D_3\\cdot\\overline{R}=0\\cdot 0,0227=0\\end{array}\" title=\"Rendered by QuickLaTeX.com\" height=\"65\" width=\"318\" style=\"vertical-align: 0px;\"><\/p>\n<\/p>\n<p> Karta kontrolna XR dla \u0107wiczenia wygl\u0105da wi\u0119c nast\u0119puj\u0105co: <\/p>\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exemple-carte-de-controle-moyenne.png\" alt=\"karta kontrolna\" class=\"wp-image-7335\" width=\"508\" height=\"306\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exemple-tableau-de-plage-de-controle.png\" alt=\"Karta kontrolna R\" class=\"wp-image-7336\" width=\"508\" height=\"307\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p> Na karcie kontrolnej Dlatego proces nie jest kontrolowany i nale\u017cy podj\u0105\u0107 kroki w celu zmniejszenia zmienno\u015bci \u015bredniej i zakresu.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>W tym artykule dowiesz si\u0119 czym s\u0105 wykresy kontrolne XR i do czego s\u0142u\u017c\u0105 w statystykach. Wyja\u015bniamy r\u00f3wnie\u017c, jak wykona\u0107 kart\u0119 kontroln\u0105 XR, a dodatkowo b\u0119dziesz m\u00f3g\u0142 zobaczy\u0107 krok po kroku dzia\u0142aj\u0105cy przyk\u0142ad. Co to jest karta kontrolna XR? Wykres kontrolny XR , lub po prostu wykres XR , to wykres pokazuj\u0105cy zmian\u0119 warto\u015bci \u015bredniej [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-375","post","type-post","status-publish","format-standard","hentry","category-bez-kategorii"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u25b7Karta kontrolna XR<\/title>\n<meta name=\"description\" content=\"Tutaj dowiesz si\u0119 czym jest karta kontrolna XR, do czego s\u0142u\u017cy, jak stworzy\u0107 kart\u0119 kontroln\u0105 XR oraz przyk\u0142ad rozwi\u0105zania krok po kroku.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/pl\/karta-kontrolna-xr\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u25b7Karta kontrolna XR\" \/>\n<meta property=\"og:description\" content=\"Tutaj dowiesz si\u0119 czym jest karta kontrolna XR, do czego s\u0142u\u017cy, jak stworzy\u0107 kart\u0119 kontroln\u0105 XR oraz przyk\u0142ad rozwi\u0105zania krok po kroku.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/karta-kontrolna-xr\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-01T12:49:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-4912731aa4c9d00f8aaa874947c49045_l3.png\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisane przez\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pl\/karta-kontrolna-xr\/\",\"url\":\"https:\/\/statorials.org\/pl\/karta-kontrolna-xr\/\",\"name\":\"\u25b7Karta kontrolna XR\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-08-01T12:49:44+00:00\",\"dateModified\":\"2023-08-01T12:49:44+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"Tutaj dowiesz si\u0119 czym jest karta kontrolna XR, do czego s\u0142u\u017cy, jak stworzy\u0107 kart\u0119 kontroln\u0105 XR oraz przyk\u0142ad rozwi\u0105zania krok po kroku.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/karta-kontrolna-xr\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/karta-kontrolna-xr\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/karta-kontrolna-xr\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Karta kontrolna xr\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/pl\/#website\",\"url\":\"https:\/\/statorials.org\/pl\/\",\"name\":\"Statorials\",\"description\":\"Tw\u00f3j przewodnik po kompetencjach statystycznych!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/pl\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"pl-PL\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\",\"name\":\"Benjamin Anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin Anderson\"},\"description\":\"Cze\u015b\u0107, jestem Benjamin i jestem emerytowanym profesorem statystyki, kt\u00f3ry zosta\u0142 oddanym nauczycielem Statorials. 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