{"id":56210,"date":"2025-01-19T16:40:33","date_gmt":"2025-01-19T16:40:33","guid":{"rendered":"https:\/\/masartech.com.sa\/?p=56210"},"modified":"2025-01-19T16:40:33","modified_gmt":"2025-01-19T16:40:33","slug":"%d8%aa%d8%b5%d9%88%d8%b1-%d8%a7%d9%84%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d8%a8%d8%b0%d9%83%d8%a7%d8%a1-%d9%83%d9%8a%d9%81-%d8%aa%d8%ad%d9%83%d9%8a-%d9%82%d8%b5%d8%a9-%d8%b9%d8%a8%d8%b1-%d8%a7%d9%84","status":"publish","type":"post","link":"https:\/\/mostafaweb.info\/masartechwp\/%d8%aa%d8%b5%d9%88%d8%b1-%d8%a7%d9%84%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d8%a8%d8%b0%d9%83%d8%a7%d8%a1-%d9%83%d9%8a%d9%81-%d8%aa%d8%ad%d9%83%d9%8a-%d9%82%d8%b5%d8%a9-%d8%b9%d8%a8%d8%b1-%d8%a7%d9%84\/","title":{"rendered":"\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0630\u0643\u0627\u0621: \u0643\u064a\u0641 \u062a\u062d\u0643\u064a \u0642\u0635\u0629 \u0639\u0628\u0631 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Matplotlib \u0648Seaborn\u061f"},"content":{"rendered":"<h3><span style=\"color: #000000;\"><strong>\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0630\u0643\u0627\u0621: \u0643\u064a\u0641 \u062a\u062d\u0643\u064a \u0642\u0635\u0629 \u0639\u0628\u0631 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Matplotlib \u0648Seaborn\u061f<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0623\u062f\u0627\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u0642\u0635\u0635 \u0645\u0631\u0626\u064a\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0641\u0647\u0645\u060c \u062a\u064f\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u0648\u0635\u064a\u0644 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0628\u062b\u0642\u0629. \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0627\u062a <strong>Matplotlib<\/strong> \u0648<strong>Seaborn<\/strong> \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u062a\u0635\u0648\u0631\u0627\u062a \u062c\u0630\u0627\u0628\u0629 \u0648\u0641\u0639\u0651\u0627\u0644\u0629 \u062a\u0633\u0631\u062f \u0642\u0635\u0635\u064b\u0627 \u0645\u064f\u0642\u0646\u0639\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a.<\/span><\/p>\n<hr \/>\n<h3><span style=\"color: #000000;\"><strong>1. \u0644\u0645\u0627\u0630\u0627 \u064a\u064f\u0639\u062a\u0628\u0631 \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u062f\u0627\u0629 \u0642\u0648\u064a\u0629\u061f<\/strong><\/span><\/h3>\n<h4><span style=\"color: #000000;\"><strong>\u0623. \u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u0641\u0647\u0645<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\">\u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u062a\u064f\u0628\u0633\u0651\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u062a\u064f\u0628\u0631\u0632 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0628\u0637\u0631\u064a\u0642\u0629 \u0645\u0631\u0626\u064a\u0629.<\/span><\/li>\n<\/ul>\n<h4><span style=\"color: #000000;\"><strong>\u0628. \u062f\u0639\u0645 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\">\u0627\u0644\u062a\u0635\u0648\u0631\u0627\u062a \u0627\u0644\u0648\u0627\u0636\u062d\u0629 \u062a\u064f\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u062f\u0631\u0627\u0621 \u0648\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0628\u0633\u0631\u0639\u0629 \u0648\u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0645\u0633\u062a\u0646\u064a\u0631\u0629.<\/span><\/li>\n<\/ul>\n<h4><span style=\"color: #000000;\"><strong>\u062c. \u062a\u0648\u0635\u064a\u0644 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0628\u0641\u0639\u0627\u0644\u064a\u0629<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\">&#8220;\u0627\u0644\u0635\u0648\u0631\u0629 \u0623\u0628\u0644\u063a \u0645\u0646 \u0623\u0644\u0641 \u0643\u0644\u0645\u0629&#8221;\u060c \u0648\u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u062a\u062c\u0639\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0643\u062b\u0631 \u0625\u0642\u0646\u0627\u0639\u064b\u0627.<\/span><\/li>\n<\/ul>\n<hr \/>\n<h3><span style=\"color: #000000;\"><strong>2. \u0623\u062f\u0648\u0627\u062a \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: Matplotlib \u0648Seaborn<\/strong><\/span><\/h3>\n<h4><span style=\"color: #000000;\"><strong>\u0623. Matplotlib<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0645\u0627 \u0647\u064a\u061f<\/strong><\/span>\n<ul>\n<li><span style=\"color: #000000;\">\u0645\u0643\u062a\u0628\u0629 \u0645\u0631\u0646\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637\u0627\u062a \u0628\u064a\u0627\u0646\u064a\u0629 \u0645\u062a\u0646\u0648\u0639\u0629.<\/span><\/li>\n<\/ul>\n<\/li>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u0632\u0627\u064a\u0627:<\/strong><\/span>\n<ul>\n<li><span style=\"color: #000000;\">\u062a\u062d\u0643\u0645 \u0643\u0627\u0645\u0644 \u0641\u064a \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a.<\/span><\/li>\n<li><span style=\"color: #000000;\">\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0648\u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><span style=\"color: #000000;\"><strong>\u0628. Seaborn<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0645\u0627 \u0647\u064a\u061f<\/strong><\/span>\n<ul>\n<li><span style=\"color: #000000;\">\u0645\u0643\u062a\u0628\u0629 \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 Matplotlib \u062a\u064f\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u062a\u0635\u0648\u0631\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629.<\/span><\/li>\n<\/ul>\n<\/li>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u0632\u0627\u064a\u0627:<\/strong><\/span>\n<ul>\n<li><span style=\"color: #000000;\">\u062f\u0639\u0645 \u0642\u0648\u064a \u0644\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629.<\/span><\/li>\n<li><span style=\"color: #000000;\">\u0623\u0646\u0645\u0627\u0637 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u062c\u0630\u0627\u0628\u0629 \u062a\u0633\u0647\u0644 \u0627\u0644\u0625\u0639\u062f\u0627\u062f.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h3><span style=\"color: #000000;\"><strong>3. \u0643\u064a\u0641 \u062a\u0628\u062f\u0623 \u0645\u0639 Matplotlib \u0648Seaborn\u061f<\/strong><\/span><\/h3>\n<h4><span style=\"color: #000000;\"><strong>\u0623. \u062a\u062b\u0628\u064a\u062a \u0627\u0644\u0645\u0643\u062a\u0628\u062a\u064a\u0646<\/strong><\/span><\/h4>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary select-none\"><span style=\"color: #000000;\">bash<\/span><\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span style=\"color: #000000;\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center select-none px-4 py-1\" aria-label=\"Copy\">Copy<\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"flex select-none items-center gap-1\">Edit<\/button><\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><span style=\"color: #000000;\"><code class=\"!whitespace-pre hljs language-bash\">pip install matplotlib seaborn<br \/>\n<\/code><\/span><\/div>\n<\/div>\n<h4><span style=\"color: #000000;\"><strong>\u0628. \u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a<\/strong><\/span><\/h4>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary select-none\"><span style=\"color: #000000;\">python<\/span><\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span style=\"color: #000000;\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center select-none px-4 py-1\" aria-label=\"Copy\">Copy<\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"flex select-none items-center gap-1\">Edit<\/button><\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><span style=\"color: #000000;\"><code class=\"!whitespace-pre hljs language-python\"><span class=\"hljs-keyword\">import<\/span> matplotlib.pyplot <span class=\"hljs-keyword\">as<\/span> plt<br \/>\n<span class=\"hljs-keyword\">import<\/span> seaborn <span class=\"hljs-keyword\">as<\/span> sns<br \/>\n<\/code><\/span><\/div>\n<\/div>\n<hr \/>\n<h3><span style=\"color: #000000;\"><strong>4. \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Matplotlib<\/strong><\/span><\/h3>\n<h4><span style=\"color: #000000;\"><strong>\u0623. \u0645\u062e\u0637\u0637 \u062e\u0637\u064a<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644: \u0639\u0631\u0636 \u0646\u0645\u0648 \u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0648\u0642\u062a.<\/strong><\/span><\/li>\n<\/ul>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary select-none\"><span style=\"color: #000000;\">python<\/span><\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span style=\"color: #000000;\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center select-none px-4 py-1\" aria-label=\"Copy\">Copy<\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"flex select-none items-center gap-1\">Edit<\/button><\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><span style=\"color: #000000;\"><code class=\"!whitespace-pre hljs language-python\">months = [<span class=\"hljs-string\">'Jan'<\/span>, <span class=\"hljs-string\">'Feb'<\/span>, <span class=\"hljs-string\">'Mar'<\/span>, <span class=\"hljs-string\">'Apr'<\/span>]\nrevenues = [<span class=\"hljs-number\">1000<\/span>, <span class=\"hljs-number\">1500<\/span>, <span class=\"hljs-number\">2000<\/span>, <span class=\"hljs-number\">2500<\/span>]\n<p>plt.plot(months, revenues, marker=<span class=\"hljs-string\">'o'<\/span>, linestyle=<span class=\"hljs-string\">'-'<\/span>, color=<span class=\"hljs-string\">'blue'<\/span>)<br \/>\nplt.title(<span class=\"hljs-string\">'Revenue Growth Over Time'<\/span>)<br \/>\nplt.xlabel(<span class=\"hljs-string\">'Months'<\/span>)<br \/>\nplt.ylabel(<span class=\"hljs-string\">'Revenue'<\/span>)<br \/>\nplt.show()<br \/>\n<\/code><\/span><\/div>\n<\/div>\n<h4><span style=\"color: #000000;\"><strong>\u0628. \u0645\u062e\u0637\u0637 \u0623\u0639\u0645\u062f\u0629<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644: \u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0628\u064a\u0639\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a.<\/strong><\/span><\/li>\n<\/ul>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary select-none\"><span style=\"color: #000000;\">python<\/span><\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span style=\"color: #000000;\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center select-none px-4 py-1\" aria-label=\"Copy\">Copy<\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"flex select-none items-center gap-1\">Edit<\/button><\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><span style=\"color: #000000;\"><code class=\"!whitespace-pre hljs language-python\">products = [<span class=\"hljs-string\">'Product A'<\/span>, <span class=\"hljs-string\">'Product B'<\/span>, <span class=\"hljs-string\">'Product C'<\/span>]\nsales = [<span class=\"hljs-number\">200<\/span>, <span class=\"hljs-number\">150<\/span>, <span class=\"hljs-number\">300<\/span>]\n<p>plt.bar(products, sales, color=<span class=\"hljs-string\">'green'<\/span>)<br \/>\nplt.title(<span class=\"hljs-string\">'Product Sales'<\/span>)<br \/>\nplt.xlabel(<span class=\"hljs-string\">'Products'<\/span>)<br \/>\nplt.ylabel(<span class=\"hljs-string\">'Sales'<\/span>)<br \/>\nplt.show()<br \/>\n<\/code><\/span><\/div>\n<\/div>\n<h4><span style=\"color: #000000;\"><strong>\u062c. \u0645\u062e\u0637\u0637 \u062f\u0627\u0626\u0631\u064a<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644: \u062a\u062d\u0644\u064a\u0644 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a \u062d\u0633\u0628 \u0627\u0644\u0641\u0626\u0627\u062a.<\/strong><\/span><\/li>\n<\/ul>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary select-none\"><span style=\"color: #000000;\">python<\/span><\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span style=\"color: #000000;\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center select-none px-4 py-1\" aria-label=\"Copy\">Copy<\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"flex select-none items-center gap-1\">Edit<\/button><\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><span style=\"color: #000000;\"><code class=\"!whitespace-pre hljs language-python\">categories = [<span class=\"hljs-string\">'Category A'<\/span>, <span class=\"hljs-string\">'Category B'<\/span>, <span class=\"hljs-string\">'Category C'<\/span>]\npercentages = [<span class=\"hljs-number\">50<\/span>, <span class=\"hljs-number\">30<\/span>, <span class=\"hljs-number\">20<\/span>]\n<p>plt.pie(percentages, labels=categories, autopct=<span class=\"hljs-string\">'%1.1f%%'<\/span>, startangle=<span class=\"hljs-number\">90<\/span>)<br \/>\nplt.title(<span class=\"hljs-string\">'Revenue Distribution'<\/span>)<br \/>\nplt.show()<br \/>\n<\/code><\/span><\/div>\n<\/div>\n<hr \/>\n<h3><span style=\"color: #000000;\"><strong>5. \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Seaborn<\/strong><\/span><\/h3>\n<h4><span style=\"color: #000000;\"><strong>\u0623. \u0645\u062e\u0637\u0637 \u0627\u0644\u062a\u0648\u0632\u064a\u0639 (Histogram)<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644: \u062a\u0648\u0632\u064a\u0639 \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0637\u0644\u0627\u0628.<\/strong><\/span><\/li>\n<\/ul>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary select-none\"><span style=\"color: #000000;\">python<\/span><\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span style=\"color: #000000;\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center select-none px-4 py-1\" aria-label=\"Copy\">Copy<\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"flex select-none items-center gap-1\">Edit<\/button><\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><span style=\"color: #000000;\"><code class=\"!whitespace-pre hljs language-python\"><span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np<\/p>\n<p>scores = np.random.normal(<span class=\"hljs-number\">75<\/span>, <span class=\"hljs-number\">10<\/span>, <span class=\"hljs-number\">100<\/span>)  <span class=\"hljs-comment\"># \u062a\u0648\u0644\u064a\u062f \u062f\u0631\u062c\u0627\u062a \u0639\u0634\u0648\u0627\u0626\u064a\u0629<\/span><br \/>\nsns.histplot(scores, kde=<span class=\"hljs-literal\">True<\/span>, color=<span class=\"hljs-string\">'blue'<\/span>)<br \/>\nplt.title(<span class=\"hljs-string\">'Score Distribution'<\/span>)<br \/>\nplt.xlabel(<span class=\"hljs-string\">'Scores'<\/span>)<br \/>\nplt.ylabel(<span class=\"hljs-string\">'Frequency'<\/span>)<br \/>\nplt.show()<br \/>\n<\/code><\/span><\/div>\n<\/div>\n<h4><span style=\"color: #000000;\"><strong>\u0628. \u0645\u062e\u0637\u0637 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a (Scatter Plot)<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644: \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0625\u0639\u0644\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a.<\/strong><\/span><\/li>\n<\/ul>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary select-none\"><span style=\"color: #000000;\">python<\/span><\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span style=\"color: #000000;\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center select-none px-4 py-1\" aria-label=\"Copy\">Copy<\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"flex select-none items-center gap-1\">Edit<\/button><\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><span style=\"color: #000000;\"><code class=\"!whitespace-pre hljs language-python\">ads_spend = [<span class=\"hljs-number\">50<\/span>, <span class=\"hljs-number\">100<\/span>, <span class=\"hljs-number\">150<\/span>, <span class=\"hljs-number\">200<\/span>]\nrevenues = [<span class=\"hljs-number\">400<\/span>, <span class=\"hljs-number\">800<\/span>, <span class=\"hljs-number\">1200<\/span>, <span class=\"hljs-number\">1600<\/span>]\n<p>sns.scatterplot(x=ads_spend, y=revenues, color=<span class=\"hljs-string\">'red'<\/span>)<br \/>\nplt.title(<span class=\"hljs-string\">'Ads Spend vs Revenue'<\/span>)<br \/>\nplt.xlabel(<span class=\"hljs-string\">'Ads Spend'<\/span>)<br \/>\nplt.ylabel(<span class=\"hljs-string\">'Revenue'<\/span>)<br \/>\nplt.show()<br \/>\n<\/code><\/span><\/div>\n<\/div>\n<h4><span style=\"color: #000000;\"><strong>\u062c. \u0645\u062e\u0637\u0637 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 (Pair Plot)<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644: \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a.<\/strong><\/span><\/li>\n<\/ul>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary select-none\"><span style=\"color: #000000;\">python<\/span><\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span style=\"color: #000000;\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center select-none px-4 py-1\" aria-label=\"Copy\">Copy<\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"flex select-none items-center gap-1\">Edit<\/button><\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><span style=\"color: #000000;\"><code class=\"!whitespace-pre hljs language-python\"><span class=\"hljs-comment\"># \u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062c\u0627\u0647\u0632\u0629<\/span><br \/>\ndata = sns.load_dataset(<span class=\"hljs-string\">'iris'<\/span>)<br \/>\nsns.pairplot(data, hue=<span class=\"hljs-string\">'species'<\/span>)<br \/>\nplt.show()<br \/>\n<\/code><\/span><\/div>\n<\/div>\n<h4><span style=\"color: #000000;\"><strong>\u062f. \u0645\u062e\u0637\u0637 \u0627\u0644\u062d\u0631\u0627\u0631\u0629 (Heatmap)<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644: \u062a\u0635\u0648\u0631 \u0645\u0635\u0641\u0648\u0641\u0629 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637.<\/strong><\/span><\/li>\n<\/ul>\n<div class=\"contain-inline-size rounded-md border-[0.5px] border-token-border-medium relative bg-token-sidebar-surface-primary dark:bg-gray-950\">\n<div class=\"flex items-center text-token-text-secondary px-4 py-2 text-xs font-sans justify-between rounded-t-md h-9 bg-token-sidebar-surface-primary dark:bg-token-main-surface-secondary select-none\"><span style=\"color: #000000;\">python<\/span><\/div>\n<div class=\"sticky top-9 md:top-[5.75rem]\">\n<div class=\"absolute bottom-0 right-2 flex h-9 items-center\">\n<div class=\"flex items-center rounded bg-token-sidebar-surface-primary px-2 font-sans text-xs text-token-text-secondary dark:bg-token-main-surface-secondary\"><span style=\"color: #000000;\"><span class=\"\" data-state=\"closed\"><button class=\"flex gap-1 items-center select-none px-4 py-1\" aria-label=\"Copy\">Copy<\/button><\/span><span class=\"\" data-state=\"closed\"><button class=\"flex select-none items-center gap-1\">Edit<\/button><\/span><\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"overflow-y-auto p-4\" dir=\"ltr\"><span style=\"color: #000000;\"><code class=\"!whitespace-pre hljs language-python\"><span class=\"hljs-comment\"># \u0625\u0646\u0634\u0627\u0621 \u0645\u0635\u0641\u0648\u0641\u0629 \u0627\u0631\u062a\u0628\u0627\u0637<\/span><br \/>\ncorr = data.corr()<br \/>\nsns.heatmap(corr, annot=<span class=\"hljs-literal\">True<\/span>, cmap=<span class=\"hljs-string\">'coolwarm'<\/span>)<br \/>\nplt.title(<span class=\"hljs-string\">'Correlation Heatmap'<\/span>)<br \/>\nplt.show()<br \/>\n<\/code><\/span><\/div>\n<\/div>\n<hr \/>\n<h3><span style=\"color: #000000;\"><strong>6. \u0646\u0635\u0627\u0626\u062d \u0644\u062a\u062d\u0643\u064a \u0642\u0635\u0629 \u0641\u0639\u0651\u0627\u0644\u0629 \u0639\u0628\u0631 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a<\/strong><\/span><\/h3>\n<h4><span style=\"color: #000000;\"><strong>\u0623. \u0627\u062e\u062a\u0631 \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0632\u0645\u0646\u064a\u0629:<\/strong> \u0645\u062e\u0637\u0637 \u062e\u0637\u064a.<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0627\u062a:<\/strong> \u0645\u062e\u0637\u0637 \u0623\u0639\u0645\u062f\u0629.<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u062a\u0648\u0632\u064a\u0639\u0627\u062a:<\/strong> Histogram \u0623\u0648 Box Plot.<\/span><\/li>\n<\/ul>\n<h4><span style=\"color: #000000;\"><strong>\u0628. \u0627\u062c\u0639\u0644 \u0627\u0644\u0645\u062e\u0637\u0637 \u0628\u0633\u064a\u0637\u064b\u0627 \u0648\u0648\u0627\u0636\u062d\u064b\u0627<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\">\u062a\u062c\u0646\u0628 \u0627\u0644\u062a\u0634\u0648\u064a\u0634 \u0628\u0625\u0636\u0627\u0641\u0629 \u062a\u0641\u0627\u0635\u064a\u0644 \u063a\u064a\u0631 \u0636\u0631\u0648\u0631\u064a\u0629.<\/span><\/li>\n<li><span style=\"color: #000000;\">\u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u0644\u0648\u0627\u0646\u064b\u0627 \u0645\u062a\u0628\u0627\u064a\u0646\u0629 \u0644\u062a\u0645\u064a\u064a\u0632 \u0627\u0644\u0639\u0646\u0627\u0635\u0631.<\/span><\/li>\n<\/ul>\n<h4><span style=\"color: #000000;\"><strong>\u062c. \u0623\u0636\u0641 \u0627\u0644\u0639\u0646\u0627\u0648\u064a\u0646 \u0648\u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\">\u062a\u0623\u0643\u062f \u0645\u0646 \u0648\u062c\u0648\u062f \u0639\u0646\u0648\u0627\u0646 \u0644\u0644\u0645\u062e\u0637\u0637 \u0648\u062a\u0633\u0645\u064a\u0627\u062a \u0644\u0644\u0645\u062d\u0627\u0648\u0631.<\/span><\/li>\n<\/ul>\n<h4><span style=\"color: #000000;\"><strong>\u062f. \u0633\u0631\u062f \u0627\u0644\u0642\u0635\u0629 \u0628\u0634\u0643\u0644 \u0645\u0646\u0637\u0642\u064a<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\">\u0631\u0643\u0651\u0632 \u0639\u0644\u0649 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0631\u064a\u062f \u0625\u064a\u0635\u0627\u0644\u0647\u0627 \u0644\u0644\u062c\u0645\u0647\u0648\u0631.<\/span><\/li>\n<\/ul>\n<hr \/>\n<h3><span style=\"color: #000000;\"><strong>7. \u0623\u0645\u062b\u0644\u0629 \u0639\u0645\u0644\u064a\u0629 \u0644\u0631\u0648\u0627\u064a\u0629 \u0627\u0644\u0642\u0635\u0629 \u0639\u0628\u0631 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a<\/strong><\/span><\/h3>\n<h4><span style=\"color: #000000;\"><strong>\u0623. \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0627\u0644\u064a<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u0642\u0635\u0629:<\/strong> &#8220;\u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a \u0627\u0631\u062a\u0641\u0639\u062a \u0628\u0634\u0643\u0644 \u062b\u0627\u0628\u062a \u062e\u0644\u0627\u0644 \u0627\u0644\u0623\u0634\u0647\u0631 \u0627\u0644\u0645\u0627\u0636\u064a\u0629.&#8221;<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u062e\u0637\u0637:<\/strong> \u0645\u062e\u0637\u0637 \u062e\u0637\u064a \u064a\u064f\u0638\u0647\u0631 \u0627\u0644\u0646\u0645\u0648 \u0639\u0628\u0631 \u0627\u0644\u0648\u0642\u062a.<\/span><\/li>\n<\/ul>\n<h4><span style=\"color: #000000;\"><strong>\u0628. \u062a\u0642\u064a\u064a\u0645 \u062d\u0645\u0644\u0627\u062a \u0627\u0644\u062a\u0633\u0648\u064a\u0642<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u0642\u0635\u0629:<\/strong> &#8220;\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0625\u0646\u0641\u0627\u0642 \u0639\u0644\u0649 \u0627\u0644\u0625\u0639\u0644\u0627\u0646\u0627\u062a \u0623\u062f\u062a \u0625\u0644\u0649 \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a.&#8221;<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u062e\u0637\u0637:<\/strong> Scatter Plot \u064a\u064f\u0648\u0636\u062d \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0625\u0646\u0641\u0627\u0642 \u0648\u0627\u0644\u0639\u0627\u0626\u062f.<\/span><\/li>\n<\/ul>\n<h4><span style=\"color: #000000;\"><strong>\u062c. \u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0628\u064a\u0639\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a<\/strong><\/span><\/h4>\n<ul>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u0642\u0635\u0629:<\/strong> &#8220;\u0627\u0644\u0645\u0646\u062a\u062c C \u064a\u064f\u062d\u0642\u0642 \u0623\u0639\u0644\u0649 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a.&#8221;<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u062e\u0637\u0637:<\/strong> \u0645\u062e\u0637\u0637 \u0623\u0639\u0645\u062f\u0629 \u064a\u064f\u0628\u0631\u0632 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a.<\/span><\/li>\n<\/ul>\n<hr \/>\n<h3><span style=\"color: #000000;\"><strong>8. \u0641\u0648\u0627\u0626\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Matplotlib \u0648Seaborn<\/strong><\/span><\/h3>\n<ol>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u0631\u0648\u0646\u0629:<\/strong> \u062a\u062a\u064a\u062d Matplotlib \u062a\u062d\u0643\u0645\u064b\u0627 \u0643\u0627\u0645\u0644\u0627\u064b \u0641\u064a \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a.<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u0627\u0644\u0628\u0633\u0627\u0637\u0629:<\/strong> \u062a\u064f\u0642\u062f\u0645 Seaborn \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u0635\u0648\u0631\u0627\u062a \u062c\u0630\u0627\u0628\u0629 \u0628\u0633\u0631\u0639\u0629.<\/span><\/li>\n<li><span style=\"color: #000000;\"><strong>\u062a\u0643\u0627\u0645\u0644 \u0645\u0645\u062a\u0627\u0632:<\/strong> \u064a\u0645\u0643\u0646 \u062f\u0645\u062c \u0627\u0644\u0645\u0643\u062a\u0628\u062a\u064a\u0646 \u0644\u062a\u0648\u0641\u064a\u0631 \u062a\u0635\u0648\u0631\u0627\u062a \u0645\u0631\u0646\u0629 \u0648\u0645\u062a\u0642\u062f\u0645\u0629.<\/span><\/li>\n<\/ol>\n<hr \/>\n<h3><span style=\"color: #000000;\"><strong>\u0627\u0644\u062e\u0627\u062a\u0645\u0629<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>Matplotlib<\/strong> \u0648<strong>Seaborn<\/strong> \u0644\u064a\u0633 \u0645\u062c\u0631\u062f \u0623\u062f\u0627\u0629 \u062a\u0642\u0646\u064a\u0629\u060c \u0628\u0644 \u0647\u0648 \u0641\u0646 \u064a\u064f\u0633\u0627\u0639\u062f\u0643 \u0639\u0644\u0649 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0625\u0644\u0649 \u0642\u0635\u0635 \u0645\u0624\u062b\u0631\u0629 \u062a\u064f\u0644\u0647\u0645 \u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0648\u062a\u064f\u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631. \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0635\u0627\u0626\u062d \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637\u0627\u062a \u062a\u0633\u0631\u062f \u0642\u0635\u0635\u064b\u0627 \u062c\u0630\u0627\u0628\u0629 \u0648\u062a\u064f\u0628\u0631\u0632 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0641\u064a \u0628\u064a\u0627\u0646\u0627\u062a\u0643.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u0627\u0628\u062f\u0623 \u0627\u0644\u0622\u0646\u060c \u0648\u0627\u0643\u062a\u0634\u0641 \u0642\u0648\u0629 \u0627\u0644\u0633\u0631\u062f \u0627\u0644\u0628\u0635\u0631\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python!<\/strong> \ud83d\ude80<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0630\u0643\u0627\u0621: \u0643\u064a\u0641 \u062a\u062d\u0643\u064a \u0642\u0635\u0629 \u0639\u0628\u0631 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Matplotlib \u0648Seaborn\u061f \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0623\u062f\u0627\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u0642\u0635\u0635 \u0645\u0631\u0626\u064a\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0641\u0647\u0645\u060c \u062a\u064f\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u0648\u0635\u064a\u0644 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0628\u062b\u0642\u0629. \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0627\u062a Matplotlib \u0648Seaborn \u0641\u064a \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u064a\u0645\u0643\u0646\u0643 \u0625\u0646\u0634\u0627\u0621 \u062a\u0635\u0648\u0631\u0627\u062a \u062c\u0630\u0627\u0628\u0629 \u0648\u0641\u0639\u0651\u0627\u0644\u0629 \u062a\u0633\u0631\u062f \u0642\u0635\u0635\u064b\u0627 \u0645\u064f\u0642\u0646\u0639\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a. 1. \u0644\u0645\u0627\u0630\u0627 \u064a\u064f\u0639\u062a\u0628\u0631 \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u062f\u0627\u0629 [&#8230;]\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-56210","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/mostafaweb.info\/masartechwp\/wp-json\/wp\/v2\/posts\/56210","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mostafaweb.info\/masartechwp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mostafaweb.info\/masartechwp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mostafaweb.info\/masartechwp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mostafaweb.info\/masartechwp\/wp-json\/wp\/v2\/comments?post=56210"}],"version-history":[{"count":1,"href":"https:\/\/mostafaweb.info\/masartechwp\/wp-json\/wp\/v2\/posts\/56210\/revisions"}],"predecessor-version":[{"id":56211,"href":"https:\/\/mostafaweb.info\/masartechwp\/wp-json\/wp\/v2\/posts\/56210\/revisions\/56211"}],"wp:attachment":[{"href":"https:\/\/mostafaweb.info\/masartechwp\/wp-json\/wp\/v2\/media?parent=56210"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mostafaweb.info\/masartechwp\/wp-json\/wp\/v2\/categories?post=56210"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mostafaweb.info\/masartechwp\/wp-json\/wp\/v2\/tags?post=56210"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}