{"id":15596,"date":"2024-01-14T10:56:10","date_gmt":"2024-01-14T07:26:10","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1-%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85-matplotlib-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84\/"},"modified":"2024-01-14T10:56:10","modified_gmt":"2024-01-14T07:26:10","slug":"%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1-%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85-matplotlib-%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\/%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1-%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85-matplotlib-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84\/","title":{"rendered":"\u0646\u0645\u0648\u062f\u0627\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 Matplotlib &#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\/%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1-%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85-matplotlib-%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\/%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1-%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85-matplotlib-%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\/%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1-%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85-matplotlib-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84\/#%d8%b1%d8%b3%d9%85_%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1_%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_%d8%af%d8%b1_matplotlib\" >\u0631\u0633\u0645 \u0646\u0645\u0648\u062f\u0627\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \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\/%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1-%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85-matplotlib-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84\/#%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_bin_size_%d8%b1%d8%a7_%d8%af%d8%b1_matplotlib_%d8%aa%d8%ba%db%8c%db%8c%d8%b1_%d8%af%d9%87%db%8c%d8%af\" >\u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 Bin Size \u0631\u0627 \u062f\u0631 Matplotlib \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1-%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85-matplotlib-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84\/#%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1_%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_%d8%a8%d8%a7_%da%86%da%af%d8%a7%d9%84%db%8c\" >\u0646\u0645\u0648\u062f\u0627\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0628\u0627 \u0686\u06af\u0627\u0644\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1-%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85-matplotlib-%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%88-%d9%85%d8%ab%d8%a7%d9%84\/#%d8%b3%d9%81%d8%a7%d8%b1%d8%b4%db%8c_%da%a9%d8%b1%d8%af%d9%86_%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1%d9%87%d8%a7%db%8c_%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_%d8%af%d8%b1_matplotlib\" >\u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u062f\u0631 Matplotlib<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1-%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85-matplotlib-%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\"> 5<\/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><em>Matplotlib<\/em> \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a.  \u0627\u0632 \u062a\u062c\u0633\u0645 \u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u067e\u06cc\u0686\u06cc\u062f\u0647\u060c \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0627\u0641\u0631\u0627\u062f \u0627\u0633\u062a.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0631\u0648\u0634 \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f <em>\u0631\u0633\u0645 \u0646\u0645\u0648\u062f\u0627\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u062f\u0631 Matplotlib<\/em>.  \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u06cc\u06a9 \u0631\u0627\u0647 \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u062a\u062c\u0633\u0645 \u062a\u0648\u0632\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0647\u0633\u062a\u0646\u062f &#8211; \u062f\u0631 \u06cc\u06a9 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645\u060c \u0647\u0631 \u0646\u0648\u0627\u0631 \u0627\u0639\u062f\u0627\u062f \u0631\u0627 \u062f\u0631 \u0645\u062d\u062f\u0648\u062f\u0647 \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f.  \u0646\u0648\u0627\u0631\u0647\u0627\u06cc \u0628\u0644\u0646\u062f\u062a\u0631 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u062f\u0631 \u0622\u0646 \u0645\u062d\u062f\u0648\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f.<\/p>\n<blockquote>\n<p>\u06cc\u06a9 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0634\u06a9\u0644 \u0648 \u06af\u0633\u062a\u0631\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<\/blockquote>\n<h2 id=\"importdata\"><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 <a rel=\"noopener nofollow\" target=\"_blank\" href=\"https:\/\/www.kaggle.com\/shivamb\/netflix-shows\">\u0646\u0645\u0627\u06cc\u0634 \u0647\u0627\u06cc \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633<\/a> \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0648 \u062a\u062c\u0633\u0645 \u062a\u0648\u0632\u06cc\u0639 \u0647\u0627 \u0627\u0632 \u0622\u0646\u062c\u0627.<\/p>\n<p>\u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f import \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0648 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\ndf = pd.read_csv(<span class=\"hljs-string\">'netflix_titles.csv'<\/span>)\n<\/code><\/pre>\n<h2 id=\"plotahistogramplotinmatplotlib\"><span class=\"ez-toc-section\" id=\"%d8%b1%d8%b3%d9%85_%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1_%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_%d8%af%d8%b1_matplotlib\"><\/span>\u0631\u0633\u0645 \u0646\u0645\u0648\u062f\u0627\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u062f\u0631 Matplotlib<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u0634\u062f\u0647\u060c \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f import \u0645\u0627\u0698\u0648\u0644 PyPlot Matplotlib \u0648 \u062a\u062c\u0633\u0645 \u062a\u0648\u0632\u06cc\u0639 \u0622\u0646 <code>release_year<\/code>\u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0632\u0646\u062f\u0647 \u0647\u0633\u062a\u0646\u062f \u0631\u0648\u06cc \u0646\u062a\u0641\u0644\u06cc\u06a9\u0633:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> matplotlib.pyplot <span class=\"hljs-keyword\">as<\/span> plt\n<span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\ndf = pd.read_csv(<span class=\"hljs-string\">'netflix_titles.csv'<\/span>)\nplt.hist(df(<span class=\"hljs-string\">'release_year'<\/span>))\n\nplt.show()\n<\/code><\/pre>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627\u060c \u0645\u0627 \u06cc\u06a9 \u0633\u0646\u0627\u0631\u06cc\u0648\u06cc \u062a\u0646\u0638\u06cc\u0645 \u062d\u062f\u0627\u0642\u0644 \u062f\u0627\u0631\u06cc\u0645.  \u0645\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 DataFrame \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 (<code>df<\/code>\u060c \u0633\u067e\u0633\u060c \u0627\u0632 \u0646\u0645\u0648\u0646\u0647 PyPlot \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0622\u0646 \u0631\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>hist()<\/code> \u062a\u0627\u0628\u0639 \u0631\u0633\u0645 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0628\u0631\u0627\u06cc <code>release_year<\/code> \u0648\u06cc\u0698\u06af\u06cc.  \u0628\u0647\u200c\u0637\u0648\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636\u060c \u0627\u06cc\u0646 \u062a\u0639\u062f\u0627\u062f \u0631\u062e\u062f\u0627\u062f\u0647\u0627\u06cc \u0627\u06cc\u0646 \u0633\u0627\u0644\u200c\u0647\u0627 \u0631\u0627 \u0634\u0645\u0627\u0631\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0646\u0648\u0627\u0631\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0645\u062d\u062f\u0648\u062f\u0647\u200c\u0647\u0627 \u067e\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0631\u0627 \u0631\u0633\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<p>\u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062f \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/matplotlib-histogram-plot-tutorial-and-examples-1.png\" alt=\"\u0622\u0645\u0648\u0632\u0634 \u0646\u0645\u0648\u062f\u0627\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0633\u0627\u062f\u0647 matplotlib\" title=\"\"><\/p>\n<p>\u0627\u06cc\u0646\u062c\u0627\u060c \u0641\u06cc\u0644\u0645 <em>\u0633\u0637\u0644 \u0632\u0628\u0627\u0644\u0647<\/em> (\u0645\u062d\u062f\u0648\u062f\u0647 \u0647\u0627) \u0631\u0648\u06cc 10 \u0633\u0627\u0644 \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0647\u0631 \u0646\u0648\u0627\u0631 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0634\u0627\u0645\u0644 \u0647\u0645\u0647 \u0646\u0645\u0627\u06cc\u0634 \u0647\u0627\/\u0641\u06cc\u0644\u0645 \u0647\u0627 \u062f\u0631 \u062f\u0633\u062a\u0647 \u0647\u0627\u06cc 10 \u0633\u0627\u0644\u0647 \u0627\u0633\u062a.  \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u062d\u062f\u0648\u062f 750 \u0646\u0645\u0627\u06cc\u0634 \u0628\u06cc\u0646 \u0633\u0627\u0644\u200c\u0647\u0627\u06cc 2000 \u0648 2010 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f. \u062f\u0631 \u0647\u0645\u0627\u0646 \u0632\u0645\u0627\u0646\u060c \u062d\u062f\u0648\u062f 5000 \u0646\u0645\u0627\u06cc\u0634 \u0628\u06cc\u0646 \u0633\u0627\u0644\u200c\u0647\u0627\u06cc 2010 \u0648 2020 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f.<\/p>\n<p>\u0627\u06cc\u0646\u0647\u0627 \u0645\u062d\u062f\u0648\u062f\u0647 \u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0628\u0632\u0631\u06af\u06cc \u0628\u0631\u0627\u06cc \u0635\u0646\u0639\u062a \u0641\u06cc\u0644\u0645 \u0647\u0633\u062a\u0646\u062f\u060c \u0645\u0646\u0637\u0642\u06cc \u062a\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062d\u062f\u0648\u062f\u0647 \u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9\u062a\u0631 \u0627\u0632 10 \u0633\u0627\u0644 \u062a\u062c\u0633\u0645 \u06a9\u0646\u06cc\u0645.<\/p>\n<h2 id=\"changehistogrambinsizeinmatplotlib\"><span class=\"ez-toc-section\" id=\"%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_bin_size_%d8%b1%d8%a7_%d8%af%d8%b1_matplotlib_%d8%aa%d8%ba%db%8c%db%8c%d8%b1_%d8%af%d9%87%db%8c%d8%af\"><\/span>\u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 Bin Size \u0631\u0627 \u062f\u0631 Matplotlib \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u06af\u0648\u06cc\u06cc\u062f\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 (\u062a\u0648\u0632\u06cc\u0639) \u0631\u0627 \u062f\u0631 \u062f\u0633\u062a\u0647 \u0647\u0627\u06cc 1 \u0633\u0627\u0644\u0647 \u0645\u062c\u0633\u0645 \u06a9\u0646\u06cc\u0645\u060c \u0632\u06cc\u0631\u0627 \u0627\u06cc\u0646 \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0632\u0645\u0627\u0646\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0648\u0627\u0642\u0639\u06cc \u062a\u0631 \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u0634\u0627\u0631 \u0641\u06cc\u0644\u0645 \u0648 \u0646\u0645\u0627\u06cc\u0634 \u0627\u0633\u062a.<\/p>\n<p>\u062e\u0648\u0628 import <code>numpy<\/code>\u060c \u0632\u06cc\u0631\u0627 \u0628\u0647 \u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u0627\u0646\u062f\u0627\u0632\u0647 \u0633\u0637\u0644 \u0647\u0627 \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> matplotlib.pyplot <span class=\"hljs-keyword\">as<\/span> plt\n<span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n<span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\n\ndf = pd.read_csv(<span class=\"hljs-string\">'netflix_titles.csv'<\/span>)\ndata = df(<span class=\"hljs-string\">'release_year'<\/span>)\n\nplt.hist(data, bins=np.arange(<span class=\"hljs-built_in\">min<\/span>(data), <span class=\"hljs-built_in\">max<\/span>(data) + <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">1<\/span>))\n\nplt.show()\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0628\u0627\u0631\u060c \u0645\u0627 \u0633\u062a\u0648\u0646 DataFrame \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u06cc\u06a9 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0631\u062f\u06cc\u0645 <code>data<\/code> \u0645\u062a\u063a\u06cc\u0631\u060c \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u06a9\u0627\u0631 \u0628\u0627 \u0622\u0646 \u06a9\u0645\u06cc \u0622\u0633\u0627\u0646 \u062a\u0631 \u0634\u0648\u062f.<\/p>\n<p>\u0645\u0627 \u06af\u0630\u0634\u062a\u06cc\u0645 <code>data<\/code> \u0628\u0647 <code>hist()<\/code> \u062a\u0627\u0628\u0639\u060c \u0648 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f <code>bins<\/code> \u0628\u062d\u062b \u0648 \u062c\u062f\u0644.  \u0641\u0647\u0631\u0633\u062a\u06cc \u0631\u0627 \u0645\u06cc\u200c\u067e\u0630\u06cc\u0631\u062f \u06a9\u0647 \u062f\u0631 \u0635\u0648\u0631\u062a \u062a\u0645\u0627\u06cc\u0644 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u062f\u0633\u062a\u06cc \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0627\u06af\u0631 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u062a\u0648\u0632\u06cc\u0639 \u0628\u0646 \u063a\u06cc\u0631\u06cc\u06a9\u0646\u0648\u0627\u062e\u062a\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u0627\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0628\u0627\u0632\u0647 \u0632\u0645\u0627\u0646\u06cc (1 \u0633\u0627\u0644) \u062c\u0645\u0639 \u06a9\u0646\u06cc\u0645\u060c \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 NumPy \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0628\u0627 \u06a9\u0645\u062a\u0631\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 \u0634\u0631\u0648\u0639 \u0645\u06cc\u200c\u0634\u0648\u062f (<code>min(data)<\/code>\u060c \u0628\u0647 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 (<code>max(data)<\/code>) \u0648 \u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0627\u0632 <code>1<\/code>.<\/p>\n<p>\u0627\u06cc\u0646 \u0628\u0627\u0631 \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062f \u0628\u0647 \u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc \u0631\u0633\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/matplotlib-histogram-plot-tutorial-and-examples-2.png\" alt=\"\u062a\u063a\u06cc\u06cc\u0631 \u0627\u0646\u062f\u0627\u0632\u0647 bin \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u062f\u0631 matplotlib\" title=\"\"><\/p>\n<p>\u0628\u0647 \u062c\u0627\u06cc \u06cc\u06a9 \u0644\u06cc\u0633\u062a\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u062a\u06a9 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u06cc\u062f <code>bins<\/code> \u0627\u0631\u0632\u0634.  \u0627\u06cc\u0646 \u062a\u0639\u062f\u0627\u062f \u06a9\u0644 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f <code>bins<\/code> \u062f\u0631 \u0637\u0631\u062d  \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0646 <code>1<\/code> \u0645\u0646\u062c\u0631 \u0628\u0647 1 \u0646\u0648\u0627\u0631 \u0628\u0631\u0627\u06cc \u06a9\u0644 \u0637\u0631\u062d \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p>\u0628\u06af\u0648\u06cc\u06cc\u062f\u060c \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 20 \u0633\u0637\u0644 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645\u060c \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> matplotlib.pyplot <span class=\"hljs-keyword\">as<\/span> plt\n<span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n<span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\n\ndf = pd.read_csv(<span class=\"hljs-string\">'netflix_titles.csv'<\/span>)\ndata = df(<span class=\"hljs-string\">'release_year'<\/span>)\n\nplt.hist(data, bins=<span class=\"hljs-number\">20<\/span>)\n\nplt.show()\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647 20 \u0633\u0637\u0644 \u0645\u0633\u0627\u0648\u06cc \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062f\u0631\u0648\u0646 \u0622\u0646 \u0633\u0637\u0644 \u0647\u0627 \u0627\u062f\u063a\u0627\u0645 \u0634\u062f\u0647 \u0648 \u062f\u0631 \u0646\u0648\u0627\u0631\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647 \u0628\u0647 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0631 \u0645\u06cc \u0622\u06cc\u0646\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/matplotlib-histogram-plot-tutorial-and-examples-3.png\" alt=\"\u0627\u0646\u062f\u0627\u0632\u0647 \u0628\u0646 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a \u062f\u0631 matplotlib \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f\" title=\"\"><\/p>\n<p>\u0628\u0627 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0646 100 \u0633\u0627\u0644 \u0627\u0631\u0632\u0634 \u062f\u0627\u062f\u0647\u060c \u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u062f\u0631 \u0641\u0648\u0627\u0635\u0644 5 \u0633\u0627\u0644\u0647 \u0627\u0633\u062a.  \u062a\u0642\u0633\u06cc\u0645 \u0622\u0646 \u062f\u0631 20 \u0633\u0637\u0644 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0634\u0627\u0645\u0644 5 \u0633\u0627\u0644 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<h2 id=\"plothistogramwithdensity\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1_%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_%d8%a8%d8%a7_%da%86%da%af%d8%a7%d9%84%db%8c\"><\/span>\u0646\u0645\u0648\u062f\u0627\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0628\u0627 \u0686\u06af\u0627\u0644\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a\u060c \u0628\u0647 \u062c\u0627\u06cc \u0634\u0645\u0627\u0631\u0634 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u060c \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u0686\u06af\u0627\u0644\u06cc \u0647\u0631 \u0646\u0648\u0627\u0631\/\u0633\u0637\u0644 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u0645.  \u06cc\u0639\u0646\u06cc \u0645\u0634\u0627\u0647\u062f\u0647 \u06cc\u06a9 \u0645\u062d\u062f\u0648\u062f\u0647 \u062f\u0631 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0645\u0634\u062e\u0635 \u0686\u0642\u062f\u0631 \u0631\u0627\u06cc\u062c \u0627\u0633\u062a.  \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0627 \u0628\u0627 \u0641\u0648\u0627\u0635\u0644 1 \u0633\u0627\u0644\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0627\u06cc\u0646 \u0627\u062d\u062a\u0645\u0627\u0644 \u0645\u06cc \u0631\u0648\u062f \u06a9\u0647 \u06cc\u06a9 \u0641\u06cc\u0644\u0645\/\u0646\u0645\u0627\u06cc\u0634 \u062f\u0631 \u0622\u0646 \u0633\u0627\u0644 \u0627\u06a9\u0631\u0627\u0646 \u0634\u0648\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0645\u0627 \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u0645 <code>density<\/code> \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0628\u0647 <code>True<\/code>:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> matplotlib.pyplot <span class=\"hljs-keyword\">as<\/span> plt\n<span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n<span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\n\ndf = pd.read_csv(<span class=\"hljs-string\">'netflix_titles.csv'<\/span>)\ndata = df(<span class=\"hljs-string\">'release_year'<\/span>)\nbins = np.arange(<span class=\"hljs-built_in\">min<\/span>(data), <span class=\"hljs-built_in\">max<\/span>(data) + <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">1<\/span>)\n\nplt.hist(data, bins=bins, density=<span class=\"hljs-literal\">True<\/span>)\nplt.ylabel(<span class=\"hljs-string\">'Density'<\/span>)\nplt.xlabel(<span class=\"hljs-string\">'Year'<\/span>)\n\nplt.show()\n<\/code><\/pre>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c \u0628\u0647 \u062c\u0627\u06cc \u0634\u0645\u0627\u0631\u0634\u06cc \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u062f\u06cc\u062f\u0647\u200c\u0627\u06cc\u0645\u060c \u062a\u0631\u0627\u06a9\u0645 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627 \u0628\u0647 \u0645\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/matplotlib-histogram-plot-tutorial-and-examples-4.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0628\u0627 \u0686\u06af\u0627\u0644\u06cc matplotlib\" title=\"\"><\/p>\n<p>\u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 18 \u062f\u0631\u0635\u062f \u0627\u0632 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627 \u062f\u0631 \u0633\u0627\u0644 2018 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0646\u062f \u0648 \u067e\u0633 \u0627\u0632 \u0622\u0646 14 \u062f\u0631\u0635\u062f \u062f\u0631 \u0633\u0627\u0644 2019 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<h2 id=\"customizinghistogramplotsinmatplotlib\"><span class=\"ez-toc-section\" id=\"%d8%b3%d9%81%d8%a7%d8%b1%d8%b4%db%8c_%da%a9%d8%b1%d8%af%d9%86_%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1%d9%87%d8%a7%db%8c_%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_%d8%af%d8%b1_matplotlib\"><\/span>\u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u062f\u0631 Matplotlib<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0647 \u063a\u06cc\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a\u060c \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0645\u062e\u062a\u0644\u0641 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u0648 \u062a\u063a\u06cc\u06cc\u0631 \u0634\u06a9\u0644 \u0637\u0631\u062d \u062e\u0648\u062f \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f.  \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0686\u0646\u062f \u06af\u0632\u06cc\u0646\u0647 \u0645\u062a\u062f\u0627\u0648\u0644 \u0631\u0627 \u06a9\u0647 \u0645\u0631\u062f\u0645 \u062f\u0648\u0633\u062a \u062f\u0627\u0631\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u0637\u0631\u062d \u0647\u0627 \u0628\u0647 \u0633\u0644\u06cc\u0642\u0647 \u062e\u0648\u062f \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u0646\u062f\u060c \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> matplotlib.pyplot <span class=\"hljs-keyword\">as<\/span> plt\n<span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n<span class=\"hljs-keyword\">import<\/span> numpy <span class=\"hljs-keyword\">as<\/span> np\n\ndf = pd.read_csv(<span class=\"hljs-string\">'netflix_titles.csv'<\/span>)\ndata = df(<span class=\"hljs-string\">'release_year'<\/span>)\nbins = np.arange(<span class=\"hljs-built_in\">min<\/span>(data), <span class=\"hljs-built_in\">max<\/span>(data) + <span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">1<\/span>)\n\nplt.hist(data, bins=bins, density=<span class=\"hljs-literal\">True<\/span>, histtype=<span class=\"hljs-string\">'step'<\/span>, alpha=<span class=\"hljs-number\">0.5<\/span>, align=<span class=\"hljs-string\">'right'<\/span>, orientation=<span class=\"hljs-string\">'horizontal'<\/span>, log=<span class=\"hljs-literal\">True<\/span>)\n\nplt.show()\n<\/code><\/pre>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627\u060c \u0645\u0627 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645:<\/p>\n<ul>\n<li><code>bins<\/code>  &#8211; \u062a\u0639\u062f\u0627\u062f \u0633\u0637\u0644 \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0642\u0637\u0639\u0647<\/li>\n<li><code>density<\/code>  &#8211; \u0622\u06cc\u0627 PyPlot \u0627\u0632 \u062a\u0639\u062f\u0627\u062f \u06cc\u0627 \u062a\u0631\u0627\u06a9\u0645 \u0628\u0631\u0627\u06cc \u067e\u0631 \u06a9\u0631\u062f\u0646 \u0637\u0631\u062d \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f<\/li>\n<li><code>histtype<\/code>  &#8211; \u0646\u0648\u0639 \u0646\u0645\u0648\u062f\u0627\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 (\u067e\u06cc\u0634 \u0641\u0631\u0636 \u0627\u0633\u062a <code>bar<\/code>\u060c \u0627\u06af\u0631\u0686\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u062f\u06cc\u06af\u0631\u06cc \u0645\u0627\u0646\u0646\u062f <code>step<\/code> \u06cc\u0627 <code>stepfilled<\/code> \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0647\u0633\u062a\u0646\u062f)<\/li>\n<li><code>alpha<\/code>  &#8211; \u0622\u0644\u0641\u0627\/\u0634\u0641\u0627\u0641 \u0628\u0648\u062f\u0646 \u062e\u0637\u0648\u0637<\/li>\n<li><code>align<\/code>  &#8211; \u0645\u06cc\u0644\u0647\u200c\u0647\u0627 \u062f\u0631 \u06a9\u062f\u0627\u0645 \u0633\u0645\u062a \u0633\u0637\u0644\u200c\u0647\u0627 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u0646\u062f\u060c \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0627\u0633\u062a <code>mid<\/code><\/li>\n<li><code>orientation<\/code>  &#8211; \u062c\u0647\u062a \u0627\u0641\u0642\u06cc\/\u0639\u0645\u0648\u062f\u06cc\u060c \u067e\u06cc\u0634 \u0641\u0631\u0636 \u0627\u0633\u062a <code>vertical<\/code><\/li>\n<li><code>log<\/code>  &#8211; \u0622\u06cc\u0627 \u0637\u0631\u062d \u0628\u0627\u06cc\u062f \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0647 \u0634\u0648\u062f \u0631\u0648\u06cc \u0645\u0642\u06cc\u0627\u0633 \u0644\u06af\u0627\u0631\u06cc\u062a\u0645\u06cc \u06cc\u0627 \u0646\u0647<\/li>\n<\/ul>\n<p>\u0627\u06cc\u0646 \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u0645\u0646\u062c\u0631 \u0628\u0647:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/matplotlib-histogram-plot-tutorial-and-examples-5.png\" alt=\"\u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 matplotlib\" title=\"\"><\/p>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0627 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0647 \u0627\u06cc\u0645 <code>align<\/code> \u0628\u0647 <code>right<\/code>\u060c \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0646\u0648\u0627\u0631 \u062f\u0631 \u0633\u0645\u062a \u0631\u0627\u0633\u062a \u0639\u0645\u0648\u062f\u06cc \u0645\u0642\u062f\u0627\u0631\u06cc \u0627\u0641\u0633\u062a \u0634\u062f\u0647 \u0627\u0633\u062a <em>2020<\/em> \u0635\u0646\u062f\u0648\u0642\u0686\u0647.<\/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 \u0645\u0627 \u0686\u0646\u062f\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u0631\u0633\u0645 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Matplotlib \u0648 Python \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>\u060c \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 \u062f\u0631 \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 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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 \u0628\u0631\u0627\u06cc \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631 \u062d\u0631\u0641\u0647 \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/blockquote>\n<\/div>\n<p><script>\n                        !function(f,b,e,v,n,t,s)\n                        {if(f.fbq)return;n=f.fbq=function(){n.callMethod?\n                        n.callMethod.apply(n,arguments):n.queue.push(arguments)};\n                        if(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0';\n                        n.queue=();t=b.createElement(e);t.async=!0;\n                        t.src=v;s=b.getElementsByTagName(e)(0);\n                        s.parentNode.insertBefore(t,s)}(window, 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 1403-01-14 10:56:03<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;15596&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;\u0646\u0645\u0648\u062f\u0627\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 Matplotlib - \u0622\u0645\u0648\u0632\u0634 \u0648 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class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 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\"> 5<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0645\u0639\u0631\u0641\u06cc Matplotlib \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f\u062a\u0631\u06cc\u0646 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[&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":15597,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1743,620],"tags":[],"class_list":["post-15596","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\/15596","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=15596"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/15596\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/15597"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=15596"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=15596"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=15596"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}