{"id":15380,"date":"2024-01-11T15:49:14","date_gmt":"2024-01-11T12:19:14","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/matplotlib-stack-plot-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84\/"},"modified":"2024-01-11T15:49:14","modified_gmt":"2024-01-11T12:19:14","slug":"matplotlib-stack-plot-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/matplotlib-stack-plot-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84\/","title":{"rendered":"Matplotlib Stack Plot &#8211; \u0622\u0645\u0648\u0632\u0634 \u0648 \u0645\u062b\u0627\u0644"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/rasanegaar.com\/blog\/matplotlib-stack-plot-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84\/#%d9%85%d8%b9%d8%b1%d9%81%db%8c\" >\u0645\u0639\u0631\u0641\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/matplotlib-stack-plot-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84\/#%d9%88%d8%a7%d8%b1%d8%af_%da%a9%d8%b1%d8%af%d9%86_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7\" >\u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/matplotlib-stack-plot-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84\/#%d8%b7%d8%b1%d8%ad_%d9%be%d8%b4%d8%aa%d9%87_%d8%a7%db%8c_%d8%af%d8%b1_matplotlib\" >\u0637\u0631\u062d \u067e\u0634\u062a\u0647 \u0627\u06cc \u062f\u0631 Matplotlib<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/matplotlib-stack-plot-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><\/ul><\/nav><\/div>\n<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 7<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span><p> <br \/>\n<\/p>\n<div><noscript><\/noscript><\/p>\n<h2 id=\"introduction\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%b9%d8%b1%d9%81%db%8c\"><\/span>\u0645\u0639\u0631\u0641\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f\u060c \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 Matplotlib \u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0631 \u0628\u06cc\u0646 \u0647\u0645\u0647 \u0622\u0646\u0647\u0627\u0633\u062a.  \u0645\u062d\u0628\u0648\u0628\u06cc\u062a Matplotlib \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0628\u0648\u062f\u0646 \u0622\u0646 \u0627\u0633\u062a &#8211; \u0642\u0627\u062f\u0631 \u0627\u0633\u062a \u0647\u0631 \u062f\u0648 \u0637\u0631\u062d \u0633\u0627\u062f\u0647 \u0648 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0628\u0627 \u06a9\u062f \u06a9\u0645\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f.  \u0634\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0637\u0631\u062d \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u0622\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u067e\u0631\u062f\u0627\u062e\u062a <em>\u0631\u0648\u0634 \u062a\u0631\u0633\u06cc\u0645 Stack Plots \u062f\u0631 Matplotlib<\/em>.<\/p>\n<blockquote>\n<p>\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u067e\u0634\u062a\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u0631\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0637\u06cc\u060c \u0628\u0647 \u0635\u0648\u0631\u062a \u0639\u0645\u0648\u062f\u06cc\u060c \u0648 \u062f\u0631 \u06a9\u0646\u0627\u0631 \u0647\u0645 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0646 \u0647\u0631 \u0646\u0645\u0648\u062f\u0627\u0631 \u062e\u0637\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u0631\u0648\u06cc \u06cc\u06a9\u06cc \u062f\u06cc\u06af\u0631.  \u0628\u0647 \u0637\u0648\u0631 \u0645\u0639\u0645\u0648\u0644\u060c \u0622\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062a\u062c\u0645\u0639\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<\/blockquote>\n<h2 id=\"importingdata\"><span class=\"ez-toc-section\" id=\"%d9%88%d8%a7%d8%b1%d8%af_%da%a9%d8%b1%d8%af%d9%86_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7\"><\/span>\u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u0627 \u0627\u0632 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f \u0631\u0648\u06cc \u0648\u0627\u06a9\u0633\u06cc\u0646\u0627\u0633\u06cc\u0648\u0646 \u06a9\u0648\u0648\u06cc\u062f-19\u060c \u0627\u0632 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/ourworldindata.org\/covid-vaccinations\">\u062f\u0646\u06cc\u0627\u06cc \u0645\u0627 \u062f\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627<\/a>\u060c \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635\u060c \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u06cc \u06a9\u0647 \u062d\u0627\u0648\u06cc \u0648\u0627\u06a9\u0633\u06cc\u0646\u0627\u0633\u06cc\u0648\u0646 \u0647\u0627\u06cc \u062a\u062c\u0645\u0639\u06cc \u062f\u0631 \u0647\u0631 \u06a9\u0634\u0648\u0631 \u0627\u0633\u062a.<\/p>\n<p>\u0645\u0627 \u0628\u0627 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u062a\u0645\u0627\u0645 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645 \u0634\u0631\u0648\u0639 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.  \u062e\u0648\u0628 import \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u060c NumPy \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0631\u0627\u06cc \u0645\u062d\u0648\u0631 X\u060c \u0648 \u0645\u0627 \u0627\u0644\u0628\u062a\u0647 \u0628\u0627\u06cc\u062f import \u0645\u0627\u0698\u0648\u0644 PyPlot \u0627\u0632 Matplotlib:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n<span class=\"hljs-keyword\">import<\/span> matplotlib.pyplot <span class=\"hljs-keyword\">as<\/span> plt\n<span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\n<\/code><\/pre>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u0622\u0646 \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u0645 <code>DataFrame<\/code> \u0645\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f:<\/p>\n<pre><code class=\"hljs\">dataframe = pd.read_csv(<span class=\"hljs-string\">\"cumulative-covid-vaccinations.csv\"<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(dataframe.head(<span class=\"hljs-number\">25<\/span>))\n<\/code><\/pre>\n<p>\u0645\u0627 \u0628\u0647 <code>Entity<\/code> \u0648 <code>total_vaccinations<\/code>.  \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0633\u062a\u06cc\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 <code>Date<\/code> \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u062f\u0631\u06a9 \u0628\u0647\u062a\u0631\u06cc \u0627\u0632 \u0631\u0648\u0634 \u0627\u0646\u062c\u0627\u0645 \u0648\u0627\u06a9\u0633\u06cc\u0646\u0627\u0633\u06cc\u0648\u0646 \u0627\u0633\u062a <em>\u0631\u0648\u0632 \u0628\u0647 \u0631\u0648\u0632<\/em>\u060c \u0645\u0627 \u0627\u0648\u0644\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 <em>\u0631\u0648\u0632 0<\/em> \u0648 \u0622\u062e\u0631\u06cc\u0646 \u0645\u062f\u062e\u0644 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 <em>\u0631\u0648\u0632 N<\/em>:<\/p>\n<pre><code class=\"hljs\">     Entity Code        Date  total_vaccinations\n<span class=\"hljs-number\">0<\/span>   Albania  ALB  <span class=\"hljs-number\">2021<\/span>-01-<span class=\"hljs-number\">10<\/span>                   <span class=\"hljs-number\">0<\/span>\n<span class=\"hljs-number\">1<\/span>   Albania  ALB  <span class=\"hljs-number\">2021<\/span>-01-<span class=\"hljs-number\">12<\/span>                 <span class=\"hljs-number\">128<\/span>\n<span class=\"hljs-number\">2<\/span>   Albania  ALB  <span class=\"hljs-number\">2021<\/span>-01-<span class=\"hljs-number\">13<\/span>                 <span class=\"hljs-number\">188<\/span>\n<span class=\"hljs-number\">3<\/span>   Albania  ALB  <span class=\"hljs-number\">2021<\/span>-01-<span class=\"hljs-number\">14<\/span>                 <span class=\"hljs-number\">266<\/span>\n<span class=\"hljs-number\">4<\/span>   Albania  ALB  <span class=\"hljs-number\">2021<\/span>-01-<span class=\"hljs-number\">15<\/span>                 <span class=\"hljs-number\">308<\/span>\n<span class=\"hljs-number\">5<\/span>   Albania  ALB  <span class=\"hljs-number\">2021<\/span>-01-<span class=\"hljs-number\">16<\/span>                 <span class=\"hljs-number\">369<\/span>\n...\n<span class=\"hljs-number\">16<\/span>  Albania  ALB  <span class=\"hljs-number\">2021<\/span>-02-<span class=\"hljs-number\">22<\/span>                <span class=\"hljs-number\">6728<\/span>\n<span class=\"hljs-number\">17<\/span>  Albania  ALB  <span class=\"hljs-number\">2021<\/span>-02-<span class=\"hljs-number\">25<\/span>               <span class=\"hljs-number\">10135<\/span>\n<span class=\"hljs-number\">18<\/span>  Albania  ALB  <span class=\"hljs-number\">2021<\/span>-03-01               <span class=\"hljs-number\">14295<\/span>\n<span class=\"hljs-number\">19<\/span>  Albania  ALB  <span class=\"hljs-number\">2021<\/span>-03-03               <span class=\"hljs-number\">15793<\/span>\n<span class=\"hljs-number\">20<\/span>  Albania  ALB  <span class=\"hljs-number\">2021<\/span>-03-<span class=\"hljs-number\">10<\/span>               <span class=\"hljs-number\">21613<\/span>\n<span class=\"hljs-number\">21<\/span>  Algeria  DZA  <span class=\"hljs-number\">2021<\/span>-01-<span class=\"hljs-number\">29<\/span>                   <span class=\"hljs-number\">0<\/span>\n<span class=\"hljs-number\">22<\/span>  Algeria  DZA  <span class=\"hljs-number\">2021<\/span>-01-<span class=\"hljs-number\">30<\/span>                  <span class=\"hljs-number\">30<\/span>\n<span class=\"hljs-number\">23<\/span>  Algeria  DZA  <span class=\"hljs-number\">2021<\/span>-02-<span class=\"hljs-number\">19<\/span>               <span class=\"hljs-number\">75000<\/span>\n<span class=\"hljs-number\">24<\/span>  Andorra  AND  <span class=\"hljs-number\">2021<\/span>-01-<span class=\"hljs-number\">25<\/span>                 <span class=\"hljs-number\">576<\/span>\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u0631\u062f\u060c \u0632\u06cc\u0631\u0627 \u0627\u06cc\u0646 \u06cc\u06a9 \u0645\u0648\u0631\u062f \u062e\u0627\u0635 \u0627\u0633\u062a.  \u0627\u06af\u0631\u0686\u0647\u060c \u0642\u0628\u0644 \u0627\u0632 \u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u0622\u0646\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0627 \u0631\u0648\u0634 \u062a\u0631\u0633\u06cc\u0645 Stack Plots \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc \u0622\u0634\u0646\u0627 \u0634\u0648\u06cc\u0645.<\/p>\n<h2 id=\"plotastackplotinmatplotlib\"><span class=\"ez-toc-section\" id=\"%d8%b7%d8%b1%d8%ad_%d9%be%d8%b4%d8%aa%d9%87_%d8%a7%db%8c_%d8%af%d8%b1_matplotlib\"><\/span>\u0637\u0631\u062d \u067e\u0634\u062a\u0647 \u0627\u06cc \u062f\u0631 Matplotlib<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u067e\u0644\u0627\u062a \u0647\u0627\u06cc \u067e\u0634\u062a\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u062a\u062c\u0633\u0645 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062e\u0637\u06cc \u0645\u062a\u0639\u062f\u062f \u0628\u0647 \u0635\u0648\u0631\u062a \u0627\u0646\u0628\u0627\u0634\u062a\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f \u0631\u0648\u06cc \u0631\u0648\u06cc \u0647\u0645  \u0628\u0627 \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u062e\u0637\u06cc \u0645\u0646\u0638\u0645\u060c \u0631\u0627\u0628\u0637\u0647 \u0628\u06cc\u0646 X \u0648 Y \u0631\u0627 \u062a\u0631\u0633\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627\u060c \u0645\u0627 \u0686\u0646\u062f\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc Y \u0631\u0627 \u062a\u0631\u0633\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u062d\u0648\u0631 X \u0645\u0634\u062a\u0631\u06a9\u060c \u06cc\u06a9 \u0631\u0648\u06cc \u0628\u0627\u0644\u0627\u06cc \u062f\u06cc\u06af\u0631\u06cc:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> matplotlib.pyplot <span class=\"hljs-keyword\">as<\/span> plt\nx = (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>)\ny1 = (<span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">7<\/span>)\ny2 = (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">6<\/span>)\ny3 = (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">2<\/span>)\n\nfig, ax = plt.subplots()\nax.stackplot(x, y1, y2, y3)\nplt.show()\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u062f\u0631:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/matplotlib-stack-plot-tutorial-and-examples-1.png\" alt=\"\u0637\u0631\u062d \u067e\u0634\u062a\u0647 \u0633\u0627\u062f\u0647\" title=\"\"><\/p>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u067e\u0631\u062f\u0627\u062e\u062a\u0646 \u0628\u0647 \u0644\u06cc\u0633\u062a \u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u06a9\u0645\u06cc \u0633\u062e\u062a \u0627\u0633\u062a\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0627\u0632 \u06cc\u06a9 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0647\u0631 \u06a9\u062f\u0627\u0645 <code>yn<\/code> \u0648\u06cc\u0698\u06af\u06cc \u06cc\u06a9 \u0648\u0631\u0648\u062f\u06cc \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> matplotlib.pyplot <span class=\"hljs-keyword\">as<\/span> plt\nx = (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>)\n\ny_values = {\n    <span class=\"hljs-string\">\"y1\"<\/span>: (<span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">7<\/span>),\n    <span class=\"hljs-string\">\"y2\"<\/span>: (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">6<\/span>),\n    <span class=\"hljs-string\">\"y3\"<\/span> : (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">2<\/span>)\n}\n\nfig, ax = plt.subplots()\nax.stackplot(x, y_values.values())\nplt.show()\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u062f\u0631:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/matplotlib-stack-plot-tutorial-and-examples-2.png\" alt=\"\u0637\u0631\u062d \u067e\u0634\u062a\u0647 \u0633\u0627\u062f\u0647 matplotlib\" title=\"\"><\/p>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0637\u0631\u062d \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0634\u0645\u0627 \u0631\u0627 \u062f\u0631 \u067e\u0634\u062a\u0647 \u0647\u0627 \u06af\u0645 \u06a9\u0646\u062f\u060c \u0627\u0641\u0632\u0648\u062f\u0646 \u0628\u0631\u0686\u0633\u0628 \u0647\u0627\u06cc \u0645\u062a\u0635\u0644 \u0628\u0647 \u0631\u0646\u06af \u0647\u0627 \u0628\u0627 \u062a\u0646\u0638\u06cc\u0645 <code>keys()<\/code> \u0627\u0632 <code>y_values<\/code> \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 <code>labels<\/code> \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0648 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u06cc\u06a9 \u0627\u0641\u0633\u0627\u0646\u0647 \u0628\u0647 \u0637\u0631\u062d:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> matplotlib.pyplot <span class=\"hljs-keyword\">as<\/span> plt\nx = (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>)\n\ny_values = {\n    <span class=\"hljs-string\">\"y1\"<\/span>: (<span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">7<\/span>),\n    <span class=\"hljs-string\">\"y2\"<\/span>: (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">6<\/span>),\n    <span class=\"hljs-string\">\"y3\"<\/span> : (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">2<\/span>)\n}\n\nfig, ax = plt.subplots()\nax.stackplot(x, y_values.values(), labels=y_values.keys())\nax.legend(loc=<span class=\"hljs-string\">'upper left'<\/span>)\nplt.show()\n<\/code><\/pre>\n<p>\u062d\u0627\u0644\u060c \u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc \u0634\u0648\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/matplotlib-stack-plot-tutorial-and-examples-3.png\" alt=\"\u0637\u0631\u062d \u067e\u0634\u062a\u0647 matplotlib \u0628\u0627 \u0627\u0641\u0633\u0627\u0646\u0647\" title=\"\"><\/p>\n<div class=\"alert alert-note\">\n<div class=\"flex\">\n<div class=\"flex-shrink-0 mr-3\"><\/div>\n<div class=\"w-full\">\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f:<\/strong> \u0637\u0648\u0644 \u0627\u06cc\u0646 \u0644\u06cc\u0633\u062a \u0647\u0627 <em>\u0628\u0627\u06cc\u062f \u0647\u0645\u06cc\u0646\u0637\u0648\u0631 \u0628\u0627\u0634\u062f<\/em>.  \u0634\u0645\u0627 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0646\u0642\u0634\u0647 \u0628\u06a9\u0634\u06cc\u062f <code>y1<\/code> \u0628\u0627 3 \u0645\u0642\u062f\u0627\u0631 \u0648 <code>y2<\/code> \u0628\u0627 5 \u0645\u0642\u062f\u0627\u0631<\/p>\n<\/p><\/div><\/div><\/div>\n<p>\u0627\u06cc\u0646 \u0645\u0627 \u0631\u0627 \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0627\u06a9\u0633\u06cc\u0646\u0627\u0633\u06cc\u0648\u0646 \u06a9\u0648\u0648\u06cc\u062f-19 \u0645\u06cc \u0631\u0633\u0627\u0646\u062f.  \u0645\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0627\u0632 \u0642\u0628\u0644 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u0628\u0627\u0634\u062f \u0648 \u0648\u0627\u06a9\u0633\u0646 \u0647\u0627\u06cc \u062a\u062c\u0645\u0639\u06cc \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0628\u0647 \u062c\u0645\u0639\u06cc\u062a \u0639\u0645\u0648\u0645\u06cc \u0631\u0627 \u0631\u0633\u0645 \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0627 \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u0645 <code>Entity<\/code> \u0648 <code>total_vaccinations<\/code>\u060c \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 <code>Entity<\/code> \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u062f\u0627\u0631\u062f.  \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0647\u0627\u06cc \u0646\u0627\u0645\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0631\u0627 \u062d\u0630\u0641 \u06a9\u0646\u06cc\u0645 <code>World<\/code> \u0648 <code>European Union<\/code>\u060c \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0622\u0646\u0647\u0627 \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0647\u0627\u06cc \u0631\u0627\u062d\u062a\u06cc \u0647\u0633\u062a\u0646\u062f\u060c \u0628\u0631\u0627\u06cc \u0645\u0648\u0627\u0631\u062f\u06cc \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u0641\u0642\u0637 \u06cc\u06a9 \u062e\u0637 \u062a\u062c\u0645\u0639\u06cc \u0631\u0627 \u0631\u0633\u0645 \u06a9\u0646\u06cc\u062f \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0627\u060c \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631 \u0628\u06cc\u0634 \u0627\u0632 \u062f\u0648 \u0628\u0631\u0627\u0628\u0631 \u062e\u0648\u0627\u0647\u062f \u0634\u062f <code>total_vaccination<\/code> \u0634\u0645\u0627\u0631\u0634 \u06a9\u0646\u06cc\u062f\u060c \u0632\u06cc\u0631\u0627 \u0622\u0646\u0647\u0627 \u0634\u0627\u0645\u0644 \u0645\u0642\u0627\u062f\u06cc\u0631 \u062a\u0631\u0633\u06cc\u0645 \u0634\u062f\u0647 \u0627\u0632 \u0642\u0628\u0644 \u0647\u0631 \u06a9\u0634\u0648\u0631\u060c \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0648\u062c\u0648\u062f\u06cc\u062a \u0647\u0627\u06cc \u0645\u0646\u0641\u0631\u062f \u0647\u0633\u062a\u0646\u062f:<\/p>\n<pre><code class=\"hljs\">dataframe = pd.read_csv(<span class=\"hljs-string\">\"cumulative-covid-vaccinations.csv\"<\/span>)\nindices = dataframe((dataframe(<span class=\"hljs-string\">'Entity'<\/span>) == <span class=\"hljs-string\">'World'<\/span>) | (dataframe(<span class=\"hljs-string\">'Entity'<\/span>) == <span class=\"hljs-string\">'European Union'<\/span>)).index\ndataframe.drop(indices, inplace=<span class=\"hljs-literal\">True<\/span>)\n\ncountries_vaccinations = dataframe.groupby(<span class=\"hljs-string\">'Entity'<\/span>)(<span class=\"hljs-string\">'total_vaccinations'<\/span>).apply(<span class=\"hljs-built_in\">list<\/span>)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647 \u0634\u06a9\u0644 \u06a9\u0627\u0645\u0644\u0627\u064b \u0645\u062a\u0641\u0627\u0648\u062a\u06cc \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f &#8211; \u0628\u0647 \u062c\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0647\u0631 \u0648\u0631\u0648\u062f\u06cc \u0645\u062e\u062a\u0635 \u0628\u0647 \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f <code>Entity<\/code>\/<code>total_vaccinations<\/code> \u0648\u0631\u0648\u062f\u06cc\u060c \u0647\u0631 \u06a9\u062f\u0627\u0645 <code>Entity<\/code> \u0627\u0644\u0641 \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u0634\u062a <em>\u0641\u0647\u0631\u0633\u062a<\/em> \u0627\u0632 \u0645\u062c\u0645\u0648\u0639 \u0648\u0627\u06a9\u0633\u06cc\u0646\u0627\u0633\u06cc\u0648\u0646 \u0622\u0646\u0647\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0631\u0648\u0632:<\/p>\n<pre><code class=\"hljs\">Entity\nAlbania           (0, 128, 188, 266, 308, 369, 405, 447, 483, 51...\nAlgeria                                              (0, 30, 75000)\nAndorra           (576, 1036, 1291, 1622, 2141, 2390, 2526, 3611...\n...\nCroatia           (7864, 12285, 13798, 20603, 24985, 30000, 3455...\nCyprus            (3901, 6035, 10226, 17739, 25519, 32837, 44429...\nCzechia           (1261, 3560, 7017, 10496, 11813, 12077, 13335,...\n<\/code><\/pre>\n<p>\u062d\u0627\u0644\u0627 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0627\u06cc\u0646 \u0631\u0627 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u0645 <code>Series<\/code> \u0628\u0647 \u06cc\u06a9 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0628\u0631\u0648\u06cc\u062f \u0648 \u0628\u0628\u06cc\u0646\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f:<\/p>\n<pre><code class=\"hljs\">cv_dict = countries_vaccinations.to_dict()\n<span class=\"hljs-built_in\">print<\/span>(cv_dict)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u062f\u0631:<\/p>\n<pre><code class=\"hljs\">{\n'Albania': (0, 128, 188, 266, 308, 369, 405, 447, 483, 519, 549, 550, 1127, 1701, 3049, 4177, 6728, 10135, 14295, 15793, 21613), \n'Algeria': (0, 30, 75000), \n'Andorra': (576, 1036, 1291, 1622, 2141, 2390, 2526, 3611, 4914),\n...\n}\n<\/code><\/pre>\n<p>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0645\u0634\u06a9\u0644 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.  \u0627\u06af\u0631 \u0634\u06a9\u0644\u200c\u0647\u0627\u06cc \u0622\u0646\u0647\u0627 \u06cc\u06a9\u0633\u0627\u0646 \u0646\u0628\u0627\u0634\u062f\u060c \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0631\u0627 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u0645.  \u0627\u0644\u062c\u0632\u0627\u06cc\u0631 3 \u0648\u0631\u0648\u062f\u06cc \u062f\u0627\u0631\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0622\u0646\u062f\u0648\u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 9 \u0648\u0631\u0648\u062f\u06cc \u062f\u0627\u0631\u062f.  \u0628\u0631\u0627\u06cc \u0645\u0628\u0627\u0631\u0632\u0647 \u0628\u0627 \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639\u060c \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0644\u06cc\u062f\u06cc \u0631\u0627 \u0628\u0627 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 \u0648 \u062a\u0639\u062f\u0627\u062f \u0645\u0642\u0627\u062f\u06cc\u0631 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0633\u067e\u0633\u060c \u06cc\u06a9 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u062c\u062f\u06cc\u062f \u0628\u0633\u0627\u0632\u06cc\u062f (\u0628\u0631\u0627\u06cc \u0627\u0635\u0644\u0627\u062d \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0627\u0635\u0644\u06cc \u062f\u0631 \u062d\u06cc\u0646 \u062a\u06a9\u0631\u0627\u0631 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u0646 \u062a\u0648\u0635\u06cc\u0647 \u0646\u0645\u06cc \u0634\u0648\u062f) \u0648 \u062f\u0631\u062c \u06a9\u0646\u06cc\u062f <code>0<\/code>s \u0628\u0631\u0627\u06cc \u0647\u0631 \u0631\u0648\u0632 \u06af\u0645\u0634\u062f\u0647 \u062f\u0631 \u06af\u0630\u0634\u062a\u0647\u060c \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0634\u062a\u0647 \u0627\u0633\u062a <code>0<\/code> \u06a9\u0644 \u0648\u0627\u06a9\u0633\u06cc\u0646\u0627\u0633\u06cc\u0648\u0646 \u062f\u0631 \u0622\u0646 \u0631\u0648\u0632\u0647\u0627:<\/p>\n<pre><code class=\"hljs\">max_key, max_value = <span class=\"hljs-built_in\">max<\/span>(cv_dict.items(), key = <span class=\"hljs-keyword\">lambda<\/span> x: <span class=\"hljs-built_in\">len<\/span>(<span class=\"hljs-built_in\">set<\/span>(x(<span class=\"hljs-number\">1<\/span>))))\n\ncv_dict_full = {}\n<span class=\"hljs-keyword\">for<\/span> k,v <span class=\"hljs-keyword\">in<\/span> cv_dict.items():\n    <span class=\"hljs-keyword\">if<\/span> <span class=\"hljs-built_in\">len<\/span>(v) &lt; <span class=\"hljs-built_in\">len<\/span>(max_value):\n        trailing_zeros = (<span class=\"hljs-number\">0<\/span>)*(<span class=\"hljs-built_in\">len<\/span>(max_value)-<span class=\"hljs-built_in\">len<\/span>(v))\n        cv_dict_full(k) = trailing_zeros+v\n    <span class=\"hljs-keyword\">else<\/span>:\n        cv_dict_full(k) = v\n        \n<span class=\"hljs-built_in\">print<\/span>(cv_dict_full)\n<\/code><\/pre>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627\u060c \u0645\u0627 \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0622\u06cc\u0627 \u0637\u0648\u0644 \u0644\u06cc\u0633\u062a \u062f\u0631 \u0647\u0631 \u0648\u0631\u0648\u062f\u06cc \u06a9\u0648\u062a\u0627\u0647\u062a\u0631 \u0627\u0632 \u0637\u0648\u0644 \u0644\u06cc\u0633\u062a \u0628\u0627 \u062d\u062f\u0627\u06a9\u062b\u0631 \u0637\u0648\u0644 \u0627\u0633\u062a \u06cc\u0627 \u062e\u06cc\u0631.  \u0627\u06af\u0631 \u0627\u06cc\u0646\u0637\u0648\u0631 \u0627\u0633\u062a\u060c \u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0635\u0641\u0631 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0622\u0646 \u0645\u0642\u062f\u0627\u0631 \u0631\u0627 \u0628\u0647 \u0644\u06cc\u0633\u062a \u0627\u0635\u0644\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u062d\u0627\u0644\u0627 \u0627\u06af\u0631 \u0645\u0627 print \u062f\u0631 \u0627\u06cc\u0646 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u062c\u062f\u06cc\u062f\u060c \u0686\u06cc\u0632\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0632\u0645\u06cc\u0646\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\">{\n'Albania': (0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 128, 188, 266, 308, 369, 405, 447, 483, 519, 549, 550, 1127, 1701, 3049, 4177, 6728, 10135, 14295, 15793, 21613),\n'Algeria': (0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 30, 75000),\n'Andorra': (0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 576, 1036, 1291, 1622, 2141, 2390, 2526, 3611, 4914),\n...\n}\n<\/code><\/pre>\n<p>\u06a9\u0634\u0648\u0631\u06cc \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u062f\u0627\u0631\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-built_in\">print<\/span>(max_key, <span class=\"hljs-built_in\">len<\/span>(max_value)) \n<\/code><\/pre>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u06a9\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u0645 \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0622\u0646 \u0631\u0627 \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 Stack Plots \u0631\u0627 \u0642\u0628\u0644 \u0627\u0632 \u0622\u0646 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u0645 \u0631\u0633\u0645 \u06a9\u0646\u06cc\u0645\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0631\u0648\u0632\u0647\u0627 \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0631\u062f\u0647 \u0648 \u0631\u0633\u0645 \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">dates = np.arange(<span class=\"hljs-number\">0<\/span>, <span class=\"hljs-built_in\">len<\/span>(max_value))\n\nfig, ax = plt.subplots()\nax.stackplot(dates, cv_dict_full.values(), labels=cv_dict_full.keys())\nax.legend(loc=<span class=\"hljs-string\">'upper left'<\/span>, ncol=<span class=\"hljs-number\">4<\/span>)\nax.set_title(<span class=\"hljs-string\">'Cumulative Covid Vaccinations'<\/span>)\nax.set_xlabel(<span class=\"hljs-string\">'Day'<\/span>)\nax.set_ylabel(<span class=\"hljs-string\">'Number of people'<\/span>)\n\nplt.show()\n<\/code><\/pre>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u06a9\u0634\u0648\u0631\u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u062f\u0631 \u062c\u0647\u0627\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f\u060c \u0627\u0641\u0633\u0627\u0646\u0647 \u0646\u0633\u0628\u062a\u0627\u064b \u0641\u0634\u0631\u062f\u0647 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0627 \u0622\u0646 \u0631\u0627 \u062f\u0631 4 \u0633\u062a\u0648\u0646 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0647 \u0627\u06cc\u0645 \u062a\u0627 \u062d\u062f\u0627\u0642\u0644 \u062f\u0631 \u0637\u0631\u062d \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/matplotlib-stack-plot-tutorial-and-examples-4.png\" alt=\"matplotlib stackplot \u0645\u0648\u0627\u0631\u062f \u06a9\u0648\u0648\u06cc\u062f\" title=\"\"><\/p>\n<h2 id=\"conclusion\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\"><\/span>\u0646\u062a\u06cc\u062c\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0631\u0648\u0634 \u062a\u0631\u0633\u06cc\u0645 Stack Plots \u0633\u0627\u062f\u0647\u060c \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0631\u0648\u0634 \u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0634\u06a9\u0644 \u062f\u0627\u062f\u0646 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0646\u0627\u0633\u0628 \u0628\u0627 Stack Plots\u060c \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Pandas \u0648 Matplotlib \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645.<\/p>\n<p>\u0627\u06af\u0631 \u0628\u0647 \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0639\u0644\u0627\u0642\u0647 \u062f\u0627\u0631\u06cc\u062f \u0648 \u0646\u0645\u06cc\u200c\u062f\u0627\u0646\u06cc\u062f \u0627\u0632 \u06a9\u062c\u0627 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f\u060c \u062d\u062a\u0645\u0627\u064b \u0645\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f <em>\u0628\u0633\u062a\u0647 \u06a9\u062a\u0627\u0628<\/em> \u0631\u0648\u06cc <a class=\"ebook-link\" href=\"https:\/\/gum.co\/data-visualization-in-python-book-bundle\" target=\"_blank\" rel=\"noopener\"><em>\u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646<\/em><\/a>:<\/p>\n<p><em><strong>\u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 Matplotlib \u0648 Pandas<\/strong><\/em>  \u06a9\u062a\u0627\u0628\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u062a\u0627 \u0645\u0628\u062a\u062f\u06cc\u0627\u0646 \u0645\u0637\u0644\u0642 \u0631\u0627 \u0628\u0627 \u062f\u0627\u0646\u0634 \u067e\u0627\u06cc\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 Pandas \u0648 Matplotlib \u0628\u0628\u0631\u062f \u0648 \u0628\u0647 \u0622\u0646\u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u062f \u067e\u0627\u06cc\u0647 \u0627\u06cc \u0642\u0648\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0627 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627 \u0628\u0633\u0627\u0632\u0646\u062f &#8211; \u0627\u0632 \u0637\u0631\u062d \u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0637\u0631\u062d \u0647\u0627\u06cc \u0633\u0647 \u0628\u0639\u062f\u06cc \u0645\u062a\u062d\u0631\u06a9 \u0628\u0627 \u062f\u06a9\u0645\u0647 \u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc.<\/p>\n<blockquote>\n<p>\u0627\u06cc\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0639\u0645\u06cc\u0642 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0647\u0645\u0647 \u0686\u06cc\u0632\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u062f\u0631 \u0645\u0648\u0631\u062f \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0648 Matplotlib \u0628\u062f\u0627\u0646\u06cc\u062f\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0631\u0648\u0634 \u0633\u0627\u062e\u062a \u0627\u0646\u0648\u0627\u0639 \u0637\u0631\u062d \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u062e\u0648\u062f \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062a\u0639\u0628\u06cc\u0647 \u0646\u0634\u062f\u0647 \u0627\u0646\u062f \u0631\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<\/blockquote>\n<p><em><strong>\u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646<\/strong><\/em>\u06a9\u062a\u0627\u0628\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u0628\u062a\u062f\u06cc \u062a\u0627 \u0645\u062a\u0648\u0633\u0637\u060c \u0634\u0645\u0627 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0633\u0627\u062f\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u0645\u06cc \u06a9\u0646\u062f\u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u062a\u0631\u0633\u06cc\u0645 \u0647\u0633\u062a\u0647 \u0627\u06cc \u0645\u0627\u0646\u0646\u062f Matplotlib \u0648 Seaborn \u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc \u062f\u0647\u062f \u0648 \u0628\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0627\u0639\u0644\u0627\u0645\u06cc \u0648 \u062a\u062c\u0631\u0628\u06cc \u0645\u0627\u0646\u0646\u062f Altair \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.  \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635\u060c \u062f\u0631 \u0637\u0648\u0644 \u06f1\u06f1 \u0641\u0635\u0644\u060c \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628 \u06f9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f: Pandas\u060c Matplotlib\u060c Seaborn\u060c Bokeh\u060c Altair\u060c Plotly\u060c GGPlot\u060c GeoPandas \u0648 VisPy.<\/p>\n<blockquote>\n<p>\u0627\u06cc\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0639\u0645\u0644\u06cc \u0648 \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f 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document,'script',\n                        'https:\/\/connect.facebook.net\/en_US\/fbevents.js');\n                        fbq('init', '525232124909042');\n                        fbq('track', 'PageView');\n                    <\/script>    (\u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627 \u0628\u0647 \u062a\u0631\u062c\u0645\u0647)# python<br \/>\n<br \/><br \/>\n<br \/>\u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u062f\u0631 1403-01-11 15:49:06<br \/>\n<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;15380&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628&quot;,&quot;legend&quot;:&quot;0\\\/5 (0 \u0631\u0627\u06cc)&quot;,&quot;size&quot;:&quot;30&quot;,&quot;title&quot;:&quot;Matplotlib Stack Plot - \u0622\u0645\u0648\u0632\u0634 \u0648 \u0645\u062b\u0627\u0644&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} ({count} \u0631\u0627\u06cc)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            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30px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 24px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 7<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0645\u0639\u0631\u0641\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f\u060c \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 Matplotlib \u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0631 \u0628\u06cc\u0646 \u0647\u0645\u0647 \u0622\u0646\u0647\u0627\u0633\u062a. \u0645\u062d\u0628\u0648\u0628\u06cc\u062a Matplotlib \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0628\u0648\u062f\u0646 \u0622\u0646 \u0627\u0633\u062a &#8211; \u0642\u0627\u062f\u0631 \u0627\u0633\u062a \u0647\u0631 \u062f\u0648 \u0637\u0631\u062d \u0633\u0627\u062f\u0647 \u0648 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0628\u0627 \u06a9\u062f \u06a9\u0645\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f. \u0634\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0637\u0631\u062d \u0647\u0627 \u0631\u0627 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":15381,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1743,620],"tags":[],"class_list":["post-15380","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","category-programming"],"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/15380","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/comments?post=15380"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/15380\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/15381"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=15380"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=15380"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=15380"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}