{"id":15490,"date":"2024-01-13T01:59:12","date_gmt":"2024-01-12T22:29:12","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/"},"modified":"2024-01-13T01:59:12","modified_gmt":"2024-01-12T22:29:12","slug":"%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/","title":{"rendered":"\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 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href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1%d9%87%d8%a7%db%8c_%d9%86%d9%88%d8%a7%d8%b1%db%8c_%d8%a7%d9%86%d8%a8%d8%a7%d8%b4%d8%aa%d9%87_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u062a\u0631\u0633\u06cc\u0645 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0646\u0648\u0627\u0631\u06cc \u0627\u0646\u0628\u0627\u0634\u062a\u0647 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" 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href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u062a\u0631\u0633\u06cc\u0645 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%d8%aa%d8%a7%da%a9%db%8c%d8%af_%d8%a8%d8%b1_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7_%d8%a8%d8%a7_bin_sizes\" 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ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_%d9%87%d8%a7%db%8c_%d9%85%d8%aa%d8%b9%d8%af%d8%af\" >\u062a\u0631\u0633\u06cc\u0645 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%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\" >\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<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%d8%aa%d9%88%d8%b7%d8%a6%d9%87_%d9%87%d8%a7%db%8c_%d9%85%d9%86%d8%b7%d9%82%d9%87_%d8%a7%db%8c_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u062a\u0648\u0637\u0626\u0647 \u0647\u0627\u06cc \u0645\u0646\u0637\u0642\u0647 \u0627\u06cc \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%82%d8%b7%d8%b9%d9%87_%d8%b2%d9%85%db%8c%d9%86_%d9%87%d8%a7%db%8c_%d8%a7%d9%86%d8%a8%d8%a7%d8%b4%d8%aa%d9%87_%d8%b4%d8%af%d9%87\" >\u062a\u0631\u0633\u06cc\u0645 \u0642\u0637\u0639\u0647 \u0632\u0645\u06cc\u0646 \u0647\u0627\u06cc \u0627\u0646\u0628\u0627\u0634\u062a\u0647 \u0634\u062f\u0647<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1%d9%87%d8%a7%db%8c_%d9%be%d8%a7%db%8c_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u062a\u0631\u0633\u06cc\u0645 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u067e\u0627\u06cc \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%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%be%d8%a7%db%8c\" >\u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u067e\u0627\u06cc<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%86%d9%82%d8%b4%d9%87_%d9%87%d8%a7%db%8c_%d8%aa%d8%b1%d8%a7%da%a9%d9%85_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u062a\u0631\u0633\u06cc\u0645 \u0646\u0642\u0634\u0647 \u0647\u0627\u06cc \u062a\u0631\u0627\u06a9\u0645 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%db%8c%da%a9_%d9%85%d8%a7%d8%aa%d8%b1%db%8c%d8%b3_%d9%be%d8%b1%d8%a7%da%a9%d9%86%d8%af%da%af%db%8c_%d9%86%d9%82%d8%b4%d9%87_%d8%ac%d9%81%d8%aa_%d8%af%d8%b1_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u062a\u0631\u0633\u06cc\u0645 \u06cc\u06a9 \u0645\u0627\u062a\u0631\u06cc\u0633 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc (\u0646\u0642\u0634\u0647 \u062c\u0641\u062a) \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%d8%b7%d8%b1%d8%a7%d8%ad%db%8c_%db%8c%da%a9_%d8%b7%d8%b1%d8%ad_%d8%a8%d9%88%d8%aa_%d8%a7%d8%b3%d8%aa%d8%b1%d9%be_%d8%af%d8%b1_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u0637\u0631\u0627\u062d\u06cc \u06cc\u06a9 \u0637\u0631\u062d \u0628\u0648\u062a \u0627\u0633\u062a\u0631\u067e \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b1%d8%a7%d9%87%d9%86%d9%85%d8%a7%db%8c-%d8%aa%d8%ac%d8%b3%d9%85-%d8%af%d8%a7%d8%af%d9%87-%d9%87%d8%a7-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7%d9%86%d8%af%d8%a7\/#%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\"> 12<\/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>\u0627\u0641\u0631\u0627\u062f \u0628\u0647 \u0646\u062f\u0631\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u06cc\u06a9 \u062f\u0627\u062f\u0647 \u062e\u0627\u0645 \u0646\u06af\u0627\u0647 \u06a9\u0646\u0646\u062f \u0648 \u0641\u0648\u0631\u0627\u064b \u06cc\u06a9 \u0645\u0634\u0627\u0647\u062f\u0647 \u062f\u0627\u062f\u0647 \u0645\u062d\u0648\u0631 \u0645\u0627\u0646\u0646\u062f:<\/p>\n<blockquote>\n<p>\u0645\u0631\u062f\u0645 \u062f\u0631 \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0647\u0627 \u062a\u0645\u0627\u06cc\u0644 \u0628\u0647 \u062e\u0631\u06cc\u062f \u062f\u0627\u0631\u0646\u062f <em>\u067e\u0648\u0634\u06a9<\/em> \u0648 <em>\u0622\u0628\u062c\u0648<\/em> \u062f\u0631 \u067e\u06cc\u0648\u0646\u062f!<\/p>\n<\/blockquote>\n<p>\u06cc\u0627 \u062d\u062a\u06cc \u0627\u06af\u0631 \u0634\u0645\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062f\u0627\u0646\u0634\u0645\u0646\u062f \u062f\u0627\u062f\u0647 \u0648\u0627\u0642\u0639\u0627\u064b \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0645 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0633\u0631\u0645\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631 \u06cc\u0627 \u0631\u0626\u06cc\u0633 \u0634\u0645\u0627 \u0628\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0632\u06cc\u0627\u062f \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u0645\u060c \u0628\u0627\u06cc\u062f \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0634\u06cc\u0648\u0647 \u0627\u06cc \u0645\u0644\u0645\u0648\u0633 \u0648 \u062c\u0627\u0645\u0639 \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u0645.  \u062f\u0642\u06cc\u0642\u0627\u064b \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0627 \u0627\u0632 \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645!<\/p>\n<p>\u0631\u0627 <code>pandas<\/code> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u062f\u0631 \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f.  \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0645\u0627 \u0642\u062f\u0645 \u0628\u0647 \u0642\u062f\u0645 \u067e\u06cc\u0634 \u0645\u06cc \u0631\u0648\u06cc\u0645 \u0648 \u0647\u0645\u0647 \u0686\u06cc\u0632\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0628\u0647 \u0622\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f\u060c \u067e\u0648\u0634\u0634 \u0645\u06cc \u062f\u0647\u06cc\u0645 <code>pandas<\/code> \u0627\u0628\u0632\u0627\u0631 \u062a\u062c\u0633\u0645\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 <em>\u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647<\/em>\u060c <em>\u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0647\u0627<\/em>\u060c <em>\u0642\u0637\u0639\u0627\u062a \u0645\u0646\u0637\u0642\u0647<\/em>\u060c <em>\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062a\u0631\u0627\u06a9\u0645<\/em>\u060c <em>\u0645\u0627\u062a\u0631\u06cc\u0633 \u0647\u0627\u06cc \u067e\u0631\u0627\u06a9\u0646\u062f\u0647<\/em>\u060c \u0648 <em>\u062a\u0648\u0637\u0626\u0647 \u0647\u0627\u06cc \u0628\u0648\u062a \u0627\u0633\u062a\u0631\u067e<\/em>.<\/p>\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>\u0627\u0648\u0644\u060c \u0645\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0648\u0686\u06a9 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0686\u06cc\u0632\u0647\u0627 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645.<\/p>\n<p>\u0645\u0646 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u063a\u0630\u0627\u0647\u0627\u06cc \u0647\u0646\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u0645 \u06a9\u0631\u062f \u0632\u06cc\u0631\u0627 \u0631\u06a9 \u0648 \u067e\u0648\u0633\u062a \u06a9\u0646\u062f\u0647\u060c \u063a\u0630\u0627\u0647\u0627\u06cc \u0647\u0646\u062f\u06cc \u062e\u0648\u0634\u0645\u0632\u0647 \u0647\u0633\u062a\u0646\u062f.  \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0631\u0627\u06cc\u06af\u0627\u0646 \u0627\u0632 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.kaggle.com\/nehaprabhavalkar\/indian-food-101?select=indian_food.csv\">Kaggle.com<\/a>.  \u0628\u0647 import \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f <code>read_csv()<\/code> \u0631\u0648\u0634\u06cc \u06a9\u0647 a \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f <code>DataFrame<\/code>.  \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0642\u0637\u0639\u0647 \u06a9\u062f \u06a9\u0648\u0686\u06a9 \u0627\u0633\u062a \u06a9\u0647 \u067e\u0646\u062c \u0648\u0631\u0648\u062f\u06cc \u0627\u0648\u0644 \u0648 \u067e\u0646\u062c \u0648\u0631\u0648\u062f\u06cc \u0622\u062e\u0631 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0645\u0627 \u0631\u0627 \u0686\u0627\u067e \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(menu)\n<\/code><\/pre>\n<p>\u0628\u0627 \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062f \u062e\u0631\u0648\u062c\u06cc:<\/p>\n<pre><code class=\"hljs\">               name            state      region ...  course\n0        Balu shahi      West Bengal        East ... dessert\n1            Boondi        Rajasthan        West ... dessert\n2    Gajar ka halwa           Punjab       North ... dessert\n3            Ghevar        Rajasthan        West ... dessert\n4       Gulab jamun      West Bengal        East ... dessert\n..              ...              ...         ... ...     ...\n250       Til Pitha            Assam  North East ... dessert\n251         Bebinca              Goa        West ... dessert\n252          Shufta  Jammu &amp; Kashmir       North ... dessert\n253       Mawa Bati   Madhya Pradesh     Central ... dessert\n254          Pinaca              Goa        West ... dessert\n<\/code><\/pre>\n<p>\u0627\u06af\u0631 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0627\u0632 \u0641\u0631\u0645\u062a \u0641\u0627\u06cc\u0644 \u062f\u06cc\u06af\u0631\u06cc \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u062f\u060c <code>pandas<\/code> \u0631\u0648\u0634 \u0647\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0645\u0634\u0627\u0628\u0647\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f <code>read_json()<\/code>.  \u0646\u0645\u0627 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0641\u0631\u0645 \u0628\u0644\u0646\u062f \u0622\u0646 \u06a9\u0645\u06cc \u06a9\u0648\u062a\u0627\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a <code>ingredients<\/code> \u0645\u062a\u063a\u06cc\u0631.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062a\u0646\u0647\u0627 \u0686\u0646\u062f \u0633\u062a\u0648\u0646 \u0627\u0646\u062a\u062e\u0627\u0628\u06cc\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0628\u0631\u0627\u06a9\u062a\u200c\u0647\u0627\u06cc \u0645\u0631\u0628\u0639 \u0632\u06cc\u0631 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0646\u0627\u0645 \u0633\u062a\u0648\u0646\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u062a\u0645\u0631\u06a9\u0632 \u06a9\u0646\u06cc\u0645 \u0641\u0647\u0631\u0633\u062a \u06a9\u0646\u06cc\u0645. \u0631\u0648\u06cc:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\nrecipes = menu((<span class=\"hljs-string\">'name'<\/span>, <span class=\"hljs-string\">'ingredients'<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(recipes)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<pre><code class=\"hljs\">               name                                        ingredients\n0        Balu shahi                    Maida flour, yogurt, oil, sugar\n1            Boondi                            Gram flour, ghee, sugar\n2    Gajar ka halwa       Carrots, milk, sugar, ghee, cashews, raisins\n3            Ghevar  Flour, ghee, kewra, milk, clarified butter, su...\n4       Gulab jamun  Milk powder, plain flour, baking powder, ghee,...\n..              ...                                                ...\n250       Til Pitha            Glutinous rice, black sesame seeds, gur\n251         Bebinca  Coconut milk, egg yolks, clarified butter, all...\n252          Shufta  Cottage cheese, dry dates, dried rose petals, ...\n253       Mawa Bati  Milk powder, dry fruits, arrowroot powder, all...\n254          Pinaca  Brown rice, fennel seeds, grated coconut, blac...\n\n(255 rows x 2 columns)\n<\/code><\/pre>\n<h2 id=\"plottingbarchartswithpandas\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1_%d9%85%db%8c%d9%84%d9%87_%d8%a7%db%8c_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u062a\u0631\u0633\u06cc\u0645 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647 \u0627\u06cc \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06a9\u0644\u0627\u0633\u06cc\u06a9 <em>\u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647 \u0627\u06cc<\/em> \u062e\u0648\u0627\u0646\u062f\u0646 \u0622\u0646 \u0622\u0633\u0627\u0646 \u0627\u0633\u062a \u0648 \u0645\u06a9\u0627\u0646 \u062e\u0648\u0628\u06cc \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0627\u0633\u062a &#8211; \u0628\u06cc\u0627\u06cc\u06cc\u062f \u062a\u062c\u0633\u0645 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u067e\u062e\u062a \u0647\u0631 \u063a\u0630\u0627 \u0686\u0642\u062f\u0631 \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f.<\/p>\n<p>\u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0645\u062a\u06a9\u06cc \u0647\u0633\u062a\u0646\u062f \u0631\u0648\u06cc \u0631\u0627 <em>Matplotlib<\/em> \u0645\u0648\u062a\u0648\u0631 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647  \u067e\u0633 \u0645\u062c\u0628\u0648\u0631\u06cc\u0645 import \u0645\u0627\u0698\u0648\u0644 PyPlot Matplotlib \u0628\u0631\u0627\u06cc \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc <code>plt.show()<\/code> \u067e\u0633 \u0627\u0632 \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627<\/p>\n<p>\u0627\u0648\u0644\u060c \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f import \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0627  \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0638\u0631\u0641 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0645\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f &#8211; \u0628\u0647 \u0637\u0648\u0631 \u062f\u0642\u06cc\u0642 255.  \u0627\u06cc\u0646 \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062e\u0648\u0627\u0646\u0627 \u0645\u06cc \u0645\u0627\u0646\u062f \u0648\u0627\u0642\u0639\u0627\u064b \u062f\u0631 \u06cc\u06a9 \u0634\u06a9\u0644 \u0642\u0631\u0627\u0631 \u0646\u0645\u06cc \u06af\u06cc\u0631\u062f.<\/p>\n<p>\u0645\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f <code>head()<\/code> \u0631\u0648\u0634 \u0627\u0633\u062a\u062e\u0631\u0627\u062c 10 \u0638\u0631\u0641 \u0627\u0648\u0644 \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0637\u0631\u062d \u0645\u0627.  \u06cc\u0639\u0646\u06cc\u060c \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0622\u0646 \u0631\u0627 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0646\u06cc\u0645 <code>name<\/code> \u0648 <code>cook_time<\/code> \u0628\u0631\u0627\u06cc \u0647\u0631 \u0638\u0631\u0641 \u06cc\u06a9 DataFrame \u062c\u062f\u06cc\u062f \u0628\u0647 \u0646\u0627\u0645 <code>name_and_time<\/code>\u0648 \u0622\u0646 \u0631\u0627 \u0628\u0647 10 \u0638\u0631\u0641 \u0627\u0648\u0644 \u06a9\u0648\u062a\u0627\u0647 \u06a9\u0646\u06cc\u062f:<\/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\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\n\nname_and_time = menu((<span class=\"hljs-string\">'name'<\/span>, <span class=\"hljs-string\">'cook_time'<\/span>)).head(<span class=\"hljs-number\">10<\/span>)\n<\/code><\/pre>\n<p>\u062d\u0627\u0644\u0627 \u0645\u0627 \u0627\u0632 <code>bar()<\/code> \u0631\u0648\u0634 \u0631\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0627:<\/p>\n<pre><code class=\"hljs\">DataFrame.plot.bar(x=<span class=\"hljs-literal\">None<\/span>, y=<span class=\"hljs-literal\">None<\/span>, **kwargs)\n<\/code><\/pre>\n<ul>\n<li>\u0631\u0627 <code>x<\/code> \u0648 <code>y<\/code> \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0628\u0627 \u0645\u062d\u0648\u0631 X \u0648 Y \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0631\u0646\u062f<\/li>\n<li><code>kwargs<\/code>  \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u0648\u0627\u0698\u0647 \u0627\u0636\u0627\u0641\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0645\u0633\u062a\u0646\u062f \u0634\u062f\u0647 \u0627\u0646\u062f <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.plot.html#pandas.DataFrame.plot\"><code>DataFrame.plot()<\/code><\/a>.<\/li>\n<\/ul>\n<p>\u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0627\u0636\u0627\u0641\u06cc \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u0628\u06cc\u0634\u062a\u0631 \u0637\u0631\u062d \u0627\u0631\u0633\u0627\u0644 \u06a9\u0631\u062f\u060c \u0645\u0627\u0646\u0646\u062f <code>rot<\/code> \u0628\u0631\u0627\u06cc \u0686\u0631\u062e\u0634 \u0628\u0631\u0686\u0633\u0628\u060c <code>legend<\/code> \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0648\u062f\u0646 \u06cc\u06a9 \u0627\u0641\u0633\u0627\u0646\u0647\u060c <code>style<\/code>\u060c \u0648 \u063a\u06cc\u0631\u0647&#8230;<\/p>\n<p>\u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0622\u0631\u06af\u0648\u0645\u0627\u0646\u200c\u0647\u0627 \u062f\u0627\u0631\u0627\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0627\u06a9\u062b\u0631 \u0622\u0646\u200c\u0647\u0627 \u062e\u0627\u0645\u0648\u0634 \u0647\u0633\u062a\u0646\u062f.  \u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 <code>rot<\/code> \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u067e\u06cc\u0634 \u0641\u0631\u0636 \u0628\u0647 <code>90<\/code>\u060c \u0628\u0631\u0686\u0633\u0628 \u0647\u0627\u06cc \u0645\u0627 90 \u062f\u0631\u062c\u0647 \u0645\u06cc \u0686\u0631\u062e\u0646\u062f.  \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f \u062f\u0631 \u062d\u06cc\u0646 \u0633\u0627\u062e\u062a \u0637\u0631\u062d\u060c \u0622\u0646 \u0631\u0627 \u0628\u0647 30 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">name_and_time.plot.bar(x=<span class=\"hljs-string\">'name'<\/span>,y=<span class=\"hljs-string\">'cook_time'<\/span>, rot=<span class=\"hljs-number\">30<\/span>)\n<\/code><\/pre>\n<p>\u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0645\u0627 \u0628\u0627 \u0622\u0646 \u062a\u0645\u0627\u0633 \u0645\u06cc \u06af\u06cc\u0631\u06cc\u0645 <code>show()<\/code> \u0631\u0648\u0634\u06cc \u0627\u0632 \u0646\u0645\u0648\u0646\u0647 PyPlot \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u06af\u0631\u0627\u0641 \u0645\u0627:<\/p>\n<pre><code class=\"hljs\">plt.show()\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647 \u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u0645\u0627 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f:<br \/><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-1.png\" alt=\"\u067e\u0627\u0646\u062f\u0627\u0647\u0627\u06cc \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647 \u0627\u06cc\" title=\"\"><\/p>\n<h3 id=\"plottingmultiplecolumnsonbarplotsxaxisinpandas\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d8%b3%d8%aa%d9%88%d9%86_%d9%87%d8%a7%db%8c_%d9%85%d8%aa%d8%b9%d8%af%d8%af_%d8%b1%d9%88%db%8c_%d9%85%d8%ad%d9%88%d8%b1_x-plot_%d8%af%d8%b1_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u062a\u0631\u0633\u06cc\u0645 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f \u0631\u0648\u06cc \u0645\u062d\u0648\u0631 X-Plot \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u063a\u0644\u0628\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0648 \u0645\u062a\u063a\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0646\u0648\u0627\u0631 Plot \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0646\u06cc\u0645\u060c \u0645\u0627\u0646\u0646\u062f the <code>cook_time<\/code> \u0648 <code>prep_time<\/code>.  \u0627\u06cc\u0646\u0647\u0627 \u0647\u0631 \u062f\u0648 \u0645\u062a\u063a\u06cc\u0631 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0647\u0631 \u0638\u0631\u0641 \u0647\u0633\u062a\u0646\u062f \u0648 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0642\u0627\u0628\u0644 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645 <code>name_and_time<\/code> DataFrame \u0631\u0627 \u0646\u06cc\u0632 \u0634\u0627\u0645\u0644 \u0634\u0648\u062f <code>prep_time<\/code>:<\/p>\n<pre><code class=\"hljs\">name_and_time = menu((<span class=\"hljs-string\">'name'<\/span>, <span class=\"hljs-string\">'prep_time'<\/span>, <span class=\"hljs-string\">'cook_time'<\/span>)).head(<span class=\"hljs-number\">10<\/span>)\nname_and_time.plot.bar(x=<span class=\"hljs-string\">'name'<\/span>, rot=<span class=\"hljs-number\">30<\/span>)\n<\/code><\/pre>\n<p>\u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0641\u0631\u0636 \u06a9\u0631\u062f\u0646\u062f \u06a9\u0647 \u062f\u0648 \u0645\u0642\u062f\u0627\u0631 \u0639\u062f\u062f\u06cc \u062f\u0631 \u06a9\u0646\u0627\u0631 \u0647\u0645 \u0647\u0633\u062a\u0646\u062f <code>name<\/code> \u0628\u0647 \u0622\u0646 \u06af\u0631\u0647 \u062e\u0648\u0631\u062f\u0647 \u0627\u0646\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u06a9\u0627\u0641\u06cc \u0627\u0633\u062a \u0641\u0642\u0637 \u0645\u062d\u0648\u0631 X \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f.  \u0648\u0642\u062a\u06cc \u0628\u0627 \u0633\u0627\u06cc\u0631 DataFrame \u0647\u0627 \u0633\u0631\u0648\u06a9\u0627\u0631 \u062f\u0627\u0631\u06cc\u062f\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u06cc\u0646\u0637\u0648\u0631 \u0646\u0628\u0627\u0634\u062f.<\/p>\n<p>\u0627\u06af\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u06a9\u0647 \u0628\u0647 \u0635\u0631\u0627\u062d\u062a \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u06a9\u062f\u0627\u0645 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0627\u06cc\u062f \u0631\u0633\u0645 \u0634\u0648\u0646\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u062f\u0631 \u06cc\u06a9 \u0644\u06cc\u0633\u062a \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\">name_and_time.plot.bar(x=<span class=\"hljs-string\">'name'<\/span>, y=(<span class=\"hljs-string\">'prep_time'<\/span>, <span class=\"hljs-string\">'cook_time'<\/span>), rot=<span class=\"hljs-number\">30<\/span>)\n<\/code><\/pre>\n<p>\u0627\u062c\u0631\u0627\u06cc \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0648 \u06a9\u062f \u0628\u0647 \u062f\u0633\u062a \u0645\u06cc \u0622\u06cc\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-2.png\" alt=\"\u067e\u0627\u0646\u062f\u0627\u0647\u0627\u06cc \u0686\u0646\u062f \u0628\u0627\u0631\u06cc\" title=\"\"><\/p>\n<p>\u062c\u0627\u0644\u0628\u0647.  \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f \u063a\u0630\u0627\u06cc\u06cc \u06a9\u0647 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0637\u0628\u062e \u0645\u06cc \u0634\u0648\u062f \u0632\u0645\u0627\u0646 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f \u0648 \u0628\u0627\u0644\u0639\u06a9\u0633.  \u0627\u06af\u0631\u0686\u0647\u060c \u0627\u06cc\u0646 \u0627\u0632 \u06cc\u06a9 \u0632\u06cc\u0631\u0645\u062c\u0645\u0648\u0639\u0647 \u0646\u0633\u0628\u062a\u0627\u064b \u0645\u062d\u062f\u0648\u062f \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0646\u0627\u0634\u06cc \u0645\u06cc \u0634\u0648\u062f \u0648 \u0627\u06cc\u0646 \u0641\u0631\u0636 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u0632\u06cc\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0627\u0634\u062a\u0628\u0627\u0647 \u0628\u0627\u0634\u062f.<\/p>\n<h3 id=\"plottingstackedbargraphswithpandas\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1%d9%87%d8%a7%db%8c_%d9%86%d9%88%d8%a7%d8%b1%db%8c_%d8%a7%d9%86%d8%a8%d8%a7%d8%b4%d8%aa%d9%87_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u062a\u0631\u0633\u06cc\u0645 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0646\u0648\u0627\u0631\u06cc \u0627\u0646\u0628\u0627\u0634\u062a\u0647 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u067e\u062e\u062a \u06a9\u062f\u0627\u0645 \u063a\u0630\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0632\u0645\u0627\u0646 \u0631\u0627 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f.  \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0647\u0645 \u0632\u0645\u0627\u0646 \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0648 \u0647\u0645 \u0632\u0645\u0627\u0646 \u067e\u062e\u062a \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u0645\u060c \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <em>\u067e\u0634\u062a\u0647<\/em> \u0622\u0646\u0647\u0627 \u0631\u0648\u06cc \u0631\u0648\u06cc \u0647\u0645<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0645\u0627 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>stacked<\/code> \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0628\u0647 <code>True<\/code>:<\/p>\n<pre><code class=\"hljs\">name_and_time.plot.bar(x=<span class=\"hljs-string\">'name'<\/span>, stacked=<span class=\"hljs-literal\">True<\/span>)\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-3.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0645\u06cc\u0644\u0647 \u0627\u06cc \u0631\u0648\u06cc \u0647\u0645 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\" title=\"\"><\/p>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c \u0628\u0627 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0646 \u0632\u0645\u0627\u0646 \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0648 \u0632\u0645\u0627\u0646 \u067e\u062e\u062a\u060c \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u06a9\u062f\u0627\u0645 \u0638\u0631\u0648\u0641 \u0637\u0648\u0644\u0627\u0646\u06cc \u062a\u0631\u06cc\u0646 \u0632\u0645\u0627\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0622\u0645\u0627\u062f\u0647 \u0634\u062f\u0646 \u062f\u0627\u0631\u0646\u062f.<\/p>\n<h3 id=\"customizingbarplotsinpandas\"><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%82%d8%b7%d8%b9%d9%87_%d9%86%d9%88%d8%a7%d8%b1_%d8%af%d8%b1_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u0642\u0637\u0639\u0647 \u0646\u0648\u0627\u0631 \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u06af\u0631 \u0628\u062e\u0648\u0627\u0647\u06cc\u0645 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u06a9\u0645\u06cc \u0632\u06cc\u0628\u0627\u062a\u0631 \u0628\u0647 \u0646\u0638\u0631 \u0628\u0631\u0633\u0646\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0622\u0631\u06af\u0648\u0645\u0627\u0646\u200c\u0647\u0627\u06cc \u0627\u0636\u0627\u0641\u06cc \u0631\u0627 \u0628\u0647 \u0622\u0646 \u0645\u0646\u062a\u0642\u0644 \u06a9\u0646\u06cc\u0645 <code>bar()<\/code> \u0631\u0648\u0634\u060c \u0645\u0627\u0646\u0646\u062f:<\/p>\n<ul>\n<li><code>color<\/code>: \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0647\u0631 \u06a9\u062f\u0627\u0645 \u06cc\u06a9 \u0631\u0646\u06af \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u062f <code>DataFrame<\/code>\u0635\u0641\u0627\u062a  \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0631\u0634\u062a\u0647 \u0627\u06cc \u0628\u0627\u0634\u062f \u0645\u0627\u0646\u0646\u062f <code>'orange'<\/code>\u060c <code>rgb<\/code> \u06cc\u0627 \u0645\u0627\u0646\u0646\u062f rgb-code <code>#faa005<\/code>.<\/li>\n<li><code>title<\/code>: \u0631\u0634\u062a\u0647 \u06cc\u0627 \u0644\u06cc\u0633\u062a\u06cc \u06a9\u0647 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u0639\u0646\u0648\u0627\u0646 \u0637\u0631\u062d \u0627\u0633\u062a.<\/li>\n<li><code>grid<\/code>: \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u0628\u0648\u0644\u06cc \u06a9\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u062e\u0637\u0648\u0637 \u0634\u0628\u06a9\u0647 \u0642\u0627\u0628\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u0647\u0633\u062a\u0646\u062f \u06cc\u0627 \u062e\u06cc\u0631.<\/li>\n<li><code>figsize<\/code>: \u06cc\u06a9 \u062a\u0627\u067e\u0644 \u06a9\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u0637\u0631\u062d \u0631\u0627 \u0628\u0631 \u062d\u0633\u0628 \u0627\u06cc\u0646\u0686 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li><code>legend<\/code>: Boolean \u06a9\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0627\u0641\u0633\u0627\u0646\u0647 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u06cc\u0627 \u062e\u06cc\u0631.<\/li>\n<\/ul>\n<p>\u0627\u06af\u0631 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647\u200c\u0627\u06cc \u0627\u0641\u0642\u06cc \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645\u060c \u200b\u200b\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 <code>barh()<\/code> \u0631\u0648\u0634\u06cc \u06a9\u0647 \u0647\u0645\u0627\u0646 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0647\u0627 \u0631\u0627 \u0645\u06cc \u06af\u06cc\u0631\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u0646\u0648\u0627\u0631 \u0627\u0641\u0642\u06cc \u0646\u0627\u0631\u0646\u062c\u06cc \u0648 \u0633\u0628\u0632 \u0628\u0627 \u0639\u0646\u0648\u0627\u0646 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u0645 <code>\"Dishes\"<\/code>\u060c \u0628\u0627 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 5 \u062f\u0631 6 \u0627\u06cc\u0646\u0686 \u0648 \u06cc\u06a9 \u0627\u0641\u0633\u0627\u0646\u0647:<\/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\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\nname_and_time = menu((<span class=\"hljs-string\">'name'<\/span>, <span class=\"hljs-string\">'cook_time'<\/span>, <span class=\"hljs-string\">'prep_time'<\/span>)).head()\n\nname_and_time.plot.barh(x=<span class=\"hljs-string\">'name'<\/span>,color =(<span class=\"hljs-string\">'orange'<\/span>, <span class=\"hljs-string\">'green'<\/span>), title = <span class=\"hljs-string\">\"Dishes\"<\/span>, grid = <span class=\"hljs-literal\">True<\/span>, figsize=(<span class=\"hljs-number\">5<\/span>,<span class=\"hljs-number\">6<\/span>), legend = <span class=\"hljs-literal\">True<\/span>)\nplt.show()\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-4.png\" alt=\"\u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u062a\u0648\u0637\u0626\u0647 \u0647\u0627\u06cc \u0646\u0648\u0627\u0631 \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\" title=\"\"><\/p>\n<h2 id=\"plottinghistogramswithpandas\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u062a\u0631\u0633\u06cc\u0645 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u062a\u0648\u0632\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u0641\u06cc\u062f \u0647\u0633\u062a\u0646\u062f.  \u0628\u0627 \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u06cc\u06a9 \u062f\u0633\u062a\u0648\u0631 \u063a\u0630\u0627\u060c \u0646\u0645\u06cc\u200c\u062f\u0627\u0646\u06cc\u0645 \u06a9\u0647 \u0632\u0645\u0627\u0646 \u067e\u062e\u062a \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0647 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0632\u0645\u0627\u0646 \u067e\u062e\u062a \u0627\u0633\u062a \u06cc\u0627 \u0627\u06cc\u0646\u06a9\u0647 \u0632\u0645\u0627\u0646 \u0628\u0633\u06cc\u0627\u0631 \u0632\u06cc\u0627\u062f\u06cc \u0637\u0648\u0644 \u0645\u06cc\u200c\u06a9\u0634\u062f.  \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u062a\u0627 \u062d\u062f\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0628\u0647 \u0645\u0627 \u06a9\u0645\u06a9 \u06a9\u0646\u0646\u062f\u060c \u0627\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u06af\u0645\u0631\u0627\u0647 \u06a9\u0646\u0646\u062f\u0647 \u0628\u0627\u0634\u0646\u062f \u06cc\u0627 \u0645\u0633\u062a\u0639\u062f \u0646\u0648\u0627\u0631\u0647\u0627\u06cc \u062e\u0637\u0627\u06cc \u0628\u0632\u0631\u06af \u0628\u0627\u0634\u0646\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0627\u06cc\u062f\u0647 \u0627\u06cc \u0627\u0632 \u062a\u0648\u0632\u06cc\u0639\u060c \u06a9\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0632\u06cc\u0627\u062f\u06cc \u0628\u0647 \u0645\u0627 \u0645\u06cc \u062f\u0647\u062f \u0631\u0648\u06cc \u062f\u0631 \u0632\u0645\u0627\u0646 \u067e\u062e\u062a\u060c \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06cc\u06a9 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0622\u0646 \u0631\u0627 \u0635\u062f\u0627 \u06a9\u0646\u06cc\u0645 <code>hist()<\/code> \u062a\u0627\u0628\u0639 \u0631\u0648\u06cc \u06cc\u06a9 DataFrame \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0622\u0646:<\/p>\n<pre><code class=\"hljs\">DataFrame.hist(column=<span class=\"hljs-literal\">None<\/span>, by=<span class=\"hljs-literal\">None<\/span>, grid=<span class=\"hljs-literal\">True<\/span>, xlabelsize=<span class=\"hljs-literal\">None<\/span>, xrot=<span class=\"hljs-literal\">None<\/span>, ylabelsize=<span class=\"hljs-literal\">None<\/span>, yrot=<span class=\"hljs-literal\">None<\/span>, ax=<span class=\"hljs-literal\">None<\/span>, sharex=<span class=\"hljs-literal\">False<\/span>, sharey=<span class=\"hljs-literal\">False<\/span>, fcigsize=<span class=\"hljs-literal\">None<\/span>, layout=<span class=\"hljs-literal\">None<\/span>, bins=<span class=\"hljs-number\">10<\/span>, backend=<span class=\"hljs-literal\">None<\/span>, legend=<span class=\"hljs-literal\">False<\/span>,**kwargs)\n<\/code><\/pre>\n<p>\u0631\u0627 <code>bins<\/code> \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u062a\u0639\u062f\u0627\u062f \u0633\u0637\u0644 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p>\u0628\u062e\u0634 \u0628\u0632\u0631\u06af\u06cc \u0627\u0632 \u06a9\u0627\u0631 \u0628\u0627 \u0647\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u060c \u062a\u0645\u06cc\u0632 \u06a9\u0631\u062f\u0646 \u0648 \u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a.  \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u0627\u060c \u0628\u0631\u062e\u06cc \u0627\u0632 \u063a\u0630\u0627\u0647\u0627 \u0632\u0645\u0627\u0646 \u067e\u062e\u062a \u0648 \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u0646\u0627\u0633\u0628\u06cc \u0646\u062f\u0627\u0631\u0646\u062f (\u0648 \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 <code>-1<\/code> \u0645\u0642\u062f\u0627\u0631 \u0630\u06a9\u0631 \u0634\u062f\u0647 \u062f\u0631 \u0639\u0648\u0636).<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0642\u0628\u0644 \u0627\u0632 \u062a\u062c\u0633\u0645 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645\u060c \u0622\u0646\u0647\u0627 \u0631\u0627 \u0627\u0632 \u0645\u0646\u0648\u06cc \u062e\u0648\u062f \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0646\u06cc\u0645.  \u0627\u06cc\u0646 \u0627\u0628\u062a\u062f\u0627\u06cc\u06cc \u062a\u0631\u06cc\u0646 \u0646\u0648\u0639 \u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a.  \u062f\u0631 \u0628\u0631\u062e\u06cc \u0645\u0648\u0627\u0631\u062f\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f (\u0645\u062b\u0644\u0627\u064b \u0631\u0634\u062a\u0647 \u0647\u0627\u06cc \u0641\u0631\u0645\u062a \u0634\u062f\u0647 \u0627\u0631\u0632 \u0628\u0647 \u0634\u0646\u0627\u0648\u0631) \u06cc\u0627 \u062d\u062a\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u062c\u062f\u06cc\u062f \u0628\u0633\u0627\u0632\u06cc\u062f. \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u062f\u06cc\u06af\u0631<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0645\u0642\u0627\u062f\u06cc\u0631 \u0646\u0627\u0645\u0639\u062a\u0628\u0631 \u0631\u0627 \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0647 \u0648 \u06cc\u06a9 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0628\u0627 50 bin \u0631\u0633\u0645 \u06a9\u0646\u06cc\u0645 \u0631\u0648\u06cc \u0645\u062d\u0648\u0631 X:<\/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\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\nmenu = menu(menu.cook_time != -<span class=\"hljs-number\">1<\/span>) \ncook_time = menu(<span class=\"hljs-string\">'cook_time'<\/span>)\n\ncook_time.plot.hist(bins = <span class=\"hljs-number\">50<\/span>)\n\nplt.legend()\nplt.show()\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-5.png\" alt=\"\u0637\u0631\u062d \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\" title=\"\"><\/p>\n<p>\u062f\u0631 \u0645\u062d\u0648\u0631 Y\u060c \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 <em>\u0641\u0631\u06a9\u0627\u0646\u0633<\/em> \u0627\u0632 \u0638\u0631\u0648\u0641\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0631\u0648\u06cc \u062f\u0631 \u0645\u062d\u0648\u0631 X\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0686\u0642\u062f\u0631 \u0637\u0648\u0644 \u0645\u06cc\u200c\u06a9\u0634\u062f \u062a\u0627 \u067e\u062e\u062a\u0647 \u0634\u0648\u0646\u062f.<\/p>\n<p>\u0647\u0631\u0686\u0647 \u0646\u0648\u0627\u0631 \u0628\u0627\u0644\u0627\u062a\u0631 \u0628\u0627\u0634\u062f \u0641\u0631\u06a9\u0627\u0646\u0633 \u0628\u0627\u0644\u0627\u062a\u0631 \u0627\u0633\u062a.  \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645\u060c \u0627\u06a9\u062b\u0631 \u0638\u0631\u0648\u0641 \u0628\u06cc\u0646 <code>0..80<\/code> \u062f\u0642\u06cc\u0642\u0647 \u0628\u0631\u0627\u06cc \u067e\u062e\u062a\u0646  \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u062a\u0639\u062f\u0627\u062f \u0622\u0646\u0647\u0627 \u062f\u0631 \u0646\u0648\u0627\u0631 \u0648\u0627\u0642\u0639\u0627\u064b \u0628\u0627\u0644\u0627 \u0627\u0633\u062a\u060c \u0647\u0631\u0686\u0646\u062f\u060c \u0645\u0627 \u0648\u0627\u0642\u0639\u0627\u064b \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u06cc\u0645 \u06a9\u0647 \u0627\u06cc\u0646 \u062f\u0642\u06cc\u0642\u0627\u064b \u06a9\u062f\u0627\u0645 \u0639\u062f\u062f \u0627\u0633\u062a \u0632\u06cc\u0631\u0627 \u0641\u0631\u06a9\u0627\u0646\u0633 \u062a\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0645\u0627 \u06a9\u0645 \u0627\u0633\u062a (\u06cc\u06a9 \u0639\u062f\u062f \u062f\u0631 \u0647\u0631 100 \u062f\u0642\u06cc\u0642\u0647).<\/p>\n<p>\u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0633\u0639\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0639\u062f\u0627\u062f \u0633\u0637\u0644 \u0647\u0627 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645 \u062a\u0627 \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0628\u0631 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0645\u0627 \u062a\u0623\u062b\u06cc\u0631 \u0645\u06cc \u06af\u0630\u0627\u0631\u062f.  \u067e\u0633 \u0627\u0632 \u0622\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0641\u0631\u06a9\u0627\u0646\u0633 \u062a\u06cc\u06a9 \u0647\u0627 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645.<\/p>\n<h3 id=\"emphasizingdatawithbinsizes\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%a7%da%a9%db%8c%d8%af_%d8%a8%d8%b1_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7_%d8%a8%d8%a7_bin_sizes\"><\/span>\u062a\u0627\u06a9\u06cc\u062f \u0628\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627 Bin Sizes<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0633\u0639\u06cc \u06a9\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0631\u0627 \u0628\u0627 \u0622\u0646 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u0645 <code>10<\/code> \u0633\u0637\u0644 \u0632\u0628\u0627\u0644\u0647 \u062f\u0631 \u0639\u0648\u0636:<\/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\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\nmenu = menu(menu.cook_time != -<span class=\"hljs-number\">1<\/span>) \ncook_time = menu(<span class=\"hljs-string\">'cook_time'<\/span>)\n\ncook_time.plot.hist(bins = <span class=\"hljs-number\">10<\/span>)\n\nplt.legend()\nplt.show()\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-6.png\" alt=\"\u062a\u063a\u06cc\u06cc\u0631 \u0633\u0637\u0644 \u0647\u0627 \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\u06cc \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645\" title=\"\"><\/p>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c 10 \u0633\u0637\u0644 \u062f\u0631 \u06a9\u0644 \u0645\u062d\u0648\u0631 X \u062f\u0627\u0631\u06cc\u0645.  \u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0641\u0642\u0637 3 \u0633\u0637\u0644 \u0645\u0642\u062f\u0627\u0631\u06cc \u0641\u0631\u06a9\u0627\u0646\u0633 \u062f\u0627\u062f\u0647 \u062f\u0627\u0631\u0646\u062f \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0628\u0642\u06cc\u0647 \u062e\u0627\u0644\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u062d\u0627\u0644\u0627 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u062a\u0639\u062f\u0627\u062f \u0633\u0637\u0644 \u0647\u0627 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u06cc\u0645:<\/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\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\nmenu = menu(menu.cook_time != -<span class=\"hljs-number\">1<\/span>) \ncook_time = menu(<span class=\"hljs-string\">'cook_time'<\/span>)\n\ncook_time.plot.hist(bins = <span class=\"hljs-number\">100<\/span>)\n\nplt.legend()\nplt.show()\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-7.png\" alt=\"\u0633\u0637\u0644 \u0647\u0627\u06cc \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\" title=\"\"><\/p>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c \u0633\u0637\u0644 \u0647\u0627 \u0628\u0647 \u0637\u0631\u0632 \u0646\u0627\u062e\u0648\u0634\u0627\u06cc\u0646\u062f\u06cc \u062f\u0648\u0631 \u0627\u0632 \u0647\u0645 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0627\u0646\u062f\u060c \u0648 \u0645\u0627 \u062f\u0648\u0628\u0627\u0631\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0632 \u062f\u0633\u062a \u062f\u0627\u062f\u0647 \u0627\u06cc\u0645.  \u0647\u0645\u06cc\u0634\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u0647\u0627\u06cc \u0633\u0637\u0644 \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f \u0648 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0627\u0648\u0634 \u06a9\u0646\u06cc\u062f \u0628\u0647 \u062e\u0648\u0628\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u0648\u0646\u062f.<\/p>\n<p>\u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 (\u0639\u062f\u062f bin \u0628\u0647\u200c\u0637\u0648\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0631\u0648\u06cc 10 \u0627\u0633\u062a) \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u0628\u0647 \u0639\u062f\u062f \u0628\u0646 \u0641\u0631\u062f \u0645\u0646\u062c\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<h3 id=\"changetickfrequencyforpandashistogram\"><span class=\"ez-toc-section\" id=\"%d9%81%d8%b1%da%a9%d8%a7%d9%86%d8%b3_%d8%aa%db%8c%da%a9_%d8%b1%d8%a7_%d8%a8%d8%b1%d8%a7%db%8c_%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7_%d8%aa%d8%ba%db%8c%db%8c%d8%b1_%d8%af%d9%87%db%8c%d8%af\"><\/span>\u0641\u0631\u06a9\u0627\u0646\u0633 \u062a\u06cc\u06a9 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0627 \u0627\u0632 Matplotlib \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0648\u062a\u0648\u0631 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u0627\u06cc\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0647\u0631 \u062a\u06a9\u0646\u06cc\u06a9 \u0633\u0641\u0627\u0631\u0634\u06cc \u0633\u0627\u0632\u06cc Matplotlib \u0646\u06cc\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u062a\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0645\u062d\u0648\u0631 X \u0645\u0627 \u06a9\u0645\u06cc \u0646\u0627\u062f\u0631 \u0647\u0633\u062a\u0646\u062f\u060c \u0622\u0631\u0627\u06cc\u0647\u200c\u0627\u06cc \u0627\u0632 \u0627\u0639\u062f\u0627\u062f \u0635\u062d\u06cc\u062d \u0631\u0627 \u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u06f2\u06f0 \u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc\u060c \u0628\u06cc\u0646 <code>0<\/code> \u0648 <code>cook_time.max()<\/code>\u060c \u06a9\u0647 \u0648\u0631\u0648\u062f\u06cc \u0628\u0627 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u062a\u0639\u062f\u0627\u062f \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f.<\/p>\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u062a\u06cc\u06a9 \u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u062f\u0631 \u0637\u0631\u062d \u062e\u0648\u062f \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a\u060c \u0622\u0646\u0647\u0627 \u0631\u0627 45 \u062f\u0631\u062c\u0647 \u0645\u06cc \u0686\u0631\u062e\u0627\u0646\u06cc\u0645 \u062a\u0627 \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u0645 \u06a9\u0647 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0631\u0646\u062f:<\/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\n\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\nmenu = menu(menu.cook_time != -<span class=\"hljs-number\">1<\/span>) \ncook_time = menu(<span class=\"hljs-string\">'cook_time'<\/span>)\n\n\ncook_time.plot.hist(bins=<span class=\"hljs-number\">50<\/span>)\n\n\nplt.xticks(np.arange(<span class=\"hljs-number\">0<\/span>, cook_time.<span class=\"hljs-built_in\">max<\/span>(), <span class=\"hljs-number\">20<\/span>))\nplt.xticks(rotation = <span class=\"hljs-number\">45<\/span>) \n\nplt.legend()\nplt.show()\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-8.png\" alt=\"\u067e\u0627\u0646\u062f\u0627\u0647\u0627\u06cc \u0641\u0631\u06a9\u0627\u0646\u0633 \u062a\u06cc\u06a9 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f\" title=\"\"><\/p>\n<h3 id=\"plottingmultiplehistograms\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%87%db%8c%d8%b3%d8%aa%d9%88%da%af%d8%b1%d8%a7%d9%85_%d9%87%d8%a7%db%8c_%d9%85%d8%aa%d8%b9%d8%af%d8%af\"><\/span>\u062a\u0631\u0633\u06cc\u0645 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062d\u0627\u0644\u0627 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0632\u0645\u0627\u0646 \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0631\u0627 \u0628\u0647 \u0645\u062e\u0644\u0648\u0637 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0627\u06cc\u0646 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645\u060c \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062a\u0646\u0638\u06cc\u0645 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0647\u0631 \u062f\u0648 \u062f\u0631 \u06a9\u062f\u0648\u0631\u062a 60% \u062a\u0631\u0633\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0622\u0646\u0647\u0627 \u0647\u0645 \u0645\u062d\u0648\u0631 Y \u0648 \u0647\u0645 \u0645\u062d\u0648\u0631 X \u0631\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0645\u06cc \u06af\u0630\u0627\u0631\u0646\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0647\u0645\u067e\u0648\u0634\u0627\u0646\u06cc \u062e\u0648\u0627\u0647\u0646\u062f \u062f\u0627\u0634\u062a.  \u0628\u062f\u0648\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u0622\u0646\u0647\u0627 \u0631\u0627 \u06a9\u0645\u06cc \u0634\u0641\u0627\u0641 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u0645\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0631\u0627 \u062f\u0631 \u0632\u06cc\u0631 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0648\u0645\u06cc \u06a9\u0647 \u0631\u0633\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0646\u0628\u06cc\u0646\u06cc\u0645:<\/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\n\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\nmenu = menu((menu.cook_time!=-<span class=\"hljs-number\">1<\/span>) &amp; (menu.prep_time!=-<span class=\"hljs-number\">1<\/span>)) \n\n\ncook_time = menu(<span class=\"hljs-string\">'cook_time'<\/span>)\nprep_time = menu(<span class=\"hljs-string\">'prep_time'<\/span>)\n\n\nprep_time.plot.hist(alpha = <span class=\"hljs-number\">0.6<\/span> , bins = <span class=\"hljs-number\">50<\/span>) \ncook_time.plot.hist(alpha = <span class=\"hljs-number\">0.6<\/span>, bins = <span class=\"hljs-number\">50<\/span>)\n\nplt.xticks(np.arange(<span class=\"hljs-number\">0<\/span>, cook_time.<span class=\"hljs-built_in\">max<\/span>(), <span class=\"hljs-number\">20<\/span>))\nplt.xticks(rotation = <span class=\"hljs-number\">45<\/span>) \nplt.legend()\nplt.show()\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-9.png\" alt=\"\u062a\u0631\u0633\u06cc\u0645 \u0686\u0646\u062f\u06cc\u0646 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\" title=\"\"><\/p>\n<p>\u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0646\u062a\u06cc\u062c\u0647 \u06af\u0631\u0641\u062a \u06a9\u0647 \u0628\u06cc\u0634\u062a\u0631 \u063a\u0630\u0627\u0647\u0627 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062f\u0631 \u06a9\u0645\u062a\u0631 \u0627\u0632 \u06cc\u06a9 \u0633\u0627\u0639\u062a \u06cc\u0627 \u062f\u0631 \u062d\u062f\u0648\u062f \u06cc\u06a9 \u0633\u0627\u0639\u062a \u062f\u0631\u0633\u062a \u06a9\u0631\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u062a\u0639\u062f\u0627\u062f\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0686\u0646\u062f \u0631\u0648\u0632 \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u0622\u0645\u0627\u062f\u0647 \u0634\u0648\u0646\u062f\u060c \u0628\u0627 \u0632\u0645\u0627\u0646 \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc 10 \u0633\u0627\u0639\u062a \u0648 \u0632\u0645\u0627\u0646 \u067e\u062e\u062a \u0637\u0648\u0644\u0627\u0646\u06cc.<\/p>\n<h3 id=\"customizinghistogramsplots\"><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\"><\/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<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645\u200c\u0647\u0627\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0647\u0645\u0627\u0646 \u0622\u0631\u06af\u0648\u0645\u0627\u0646\u200c\u0647\u0627\u06cc \u06a9\u0644\u0645\u0647 \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0628\u0627 \u0646\u0645\u0648\u062f\u0627\u0631 \u0646\u0648\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u06cc\u0645.<\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0633\u0628\u0632 \u0648 \u0642\u0631\u0645\u0632\u060c \u0628\u0627 \u0639\u0646\u0648\u0627\u0646\u060c \u06cc\u06a9 \u0634\u0628\u06a9\u0647\u060c \u06cc\u06a9 \u0627\u0641\u0633\u0627\u0646\u0647 &#8211; \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 7&#215;7 \u0627\u06cc\u0646\u0686 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645:<\/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\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\nmenu = menu((menu.cook_time!=-<span class=\"hljs-number\">1<\/span>) &amp; (menu.prep_time!=-<span class=\"hljs-number\">1<\/span>)) \n\ncook_time = menu(<span class=\"hljs-string\">'cook_time'<\/span>)\nprep_time = menu(<span class=\"hljs-string\">'prep_time'<\/span>)\n\nprep_time.plot.hist(alpha = <span class=\"hljs-number\">0.6<\/span> , color = <span class=\"hljs-string\">'green'<\/span>, title = <span class=\"hljs-string\">'Cooking time'<\/span>, grid = <span class=\"hljs-literal\">True<\/span>, bins = <span class=\"hljs-number\">50<\/span>)\ncook_time.plot.hist(alpha = <span class=\"hljs-number\">0.6<\/span>, color = <span class=\"hljs-string\">'red'<\/span>, figsize = (<span class=\"hljs-number\">7<\/span>,<span class=\"hljs-number\">7<\/span>), grid = <span class=\"hljs-literal\">True<\/span>, bins = <span class=\"hljs-number\">50<\/span>)\n\nplt.xticks(np.arange(<span class=\"hljs-number\">0<\/span>, cook_time.<span class=\"hljs-built_in\">max<\/span>(), <span class=\"hljs-number\">20<\/span>))\nplt.xticks(rotation = <span class=\"hljs-number\">45<\/span>) \n\nplt.legend()\nplt.show()\n<\/code><\/pre>\n<p>\u0648 \u0627\u06cc\u0646 \u0647\u0645 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0631\u0646\u06af\u06cc \u06a9\u0631\u06cc\u0633\u0645\u0633 \u0645\u0627:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-10.png\" alt=\"\u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\u06cc \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645\" title=\"\"><\/p>\n<h2 id=\"plottingareaplotswithpandas\"><span class=\"ez-toc-section\" id=\"%d8%aa%d9%88%d8%b7%d8%a6%d9%87_%d9%87%d8%a7%db%8c_%d9%85%d9%86%d8%b7%d9%82%d9%87_%d8%a7%db%8c_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u062a\u0648\u0637\u0626\u0647 \u0647\u0627\u06cc \u0645\u0646\u0637\u0642\u0647 \u0627\u06cc \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0647\u0646\u06af\u0627\u0645 \u0646\u06af\u0627\u0647 \u06a9\u0631\u062f\u0646 \u0628\u0647 \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u062f\u0648 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u060c \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0645\u0633\u0627\u062d\u062a\u06cc \u0645\u0641\u06cc\u062f \u0647\u0633\u062a\u0646\u062f.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0627\u0632 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645\u060c \u062f\u0631\u0633\u062a \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u0627\u06cc\u062f\u0647 \u0645\u062a\u0645\u0627\u06cc\u0644 \u0634\u0648\u06cc\u0645 \u06a9\u0647 \u063a\u0630\u0627\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0622\u0645\u0627\u062f\u0647 \u0634\u062f\u0646 \u0637\u0648\u0644\u0627\u0646\u06cc\u200c\u062a\u0631 \u0637\u0648\u0644 \u0645\u06cc\u200c\u06a9\u0634\u062f\u060c \u0632\u0645\u0627\u0646 \u06a9\u0645\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u067e\u062e\u062a\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u0627\u06cc\u0646\u060c \u0627\u06cc\u0646 \u0631\u0627\u0628\u0637\u0647 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>area()<\/code> \u062a\u0627\u0628\u0639:<\/p>\n<pre><code class=\"hljs\">DataFrame.plot.area(x=<span class=\"hljs-literal\">None<\/span>, y=<span class=\"hljs-literal\">None<\/span>, **kwargs)\n<\/code><\/pre>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0627\u0632 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0632\u0645\u0627\u0646 \u067e\u062e\u062a\u060c \u06af\u0631\u0648\u0647 \u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0632\u0645\u0627\u0646 \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062f\u0647 \u06a9\u0631\u062f\u0646 \u0627\u06cc\u0646 \u0646\u0645\u0648\u062f\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">time = menu.groupby(<span class=\"hljs-string\">'prep_time'<\/span>).mean() \n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647 \u06cc\u06a9 DataFrame \u062c\u062f\u06cc\u062f \u0645\u06cc \u0634\u0648\u062f:<\/p>\n<pre><code class=\"hljs\">prep_time\n<span class=\"hljs-number\">5<\/span>           <span class=\"hljs-number\">20.937500<\/span>\n<span class=\"hljs-number\">10<\/span>          <span class=\"hljs-number\">40.918367<\/span>\n<span class=\"hljs-number\">12<\/span>          <span class=\"hljs-number\">40.000000<\/span>\n<span class=\"hljs-number\">15<\/span>          <span class=\"hljs-number\">36.909091<\/span>\n<span class=\"hljs-number\">20<\/span>          <span class=\"hljs-number\">36.500000<\/span>\n...\n<span class=\"hljs-number\">495<\/span>         <span class=\"hljs-number\">40.000000<\/span>\n<span class=\"hljs-number\">500<\/span>        <span class=\"hljs-number\">120.000000<\/span>\n<\/code><\/pre>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c \u06cc\u06a9 \u0642\u0637\u0639\u0647 \u0645\u0633\u0627\u062d\u062a\u06cc \u0631\u0627 \u0628\u0627 \u0646\u062a\u06cc\u062c\u0647 \u0622\u0646 \u062a\u0631\u0633\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>time<\/code> DataFrame:<\/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\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\nmenu = menu((menu.cook_time!=-<span class=\"hljs-number\">1<\/span>) &amp; (menu.prep_time!=-<span class=\"hljs-number\">1<\/span>))\n\n\ntime = menu.groupby(<span class=\"hljs-string\">'prep_time'<\/span>).mean() \ntime.plot.area()\n\nplt.legend()\nplt.show()\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-11.png\" alt=\"\u067e\u0627\u0646\u062f\u0627\u0647\u0627\u06cc \u0637\u0631\u062d \u0645\u0646\u0637\u0642\u0647\" title=\"\"><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627\u060c \u062a\u0635\u0648\u0631 \u0645\u0627 \u0627\u0632 \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0627\u0635\u0644\u06cc \u0628\u06cc\u0646 \u0632\u0645\u0627\u0646 \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0648 \u0632\u0645\u0627\u0646 \u067e\u062e\u062a \u0627\u0632 \u0628\u06cc\u0646 \u0631\u0641\u062a\u0647 \u0627\u0633\u062a.  \u062d\u062a\u06cc \u0627\u06af\u0631 \u0627\u0646\u0648\u0627\u0639 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0645\u0627 \u0631\u0627 \u0628\u0647 \u0628\u0631\u062e\u06cc \u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc \u0647\u0627 \u0647\u062f\u0627\u06cc\u062a \u06a9\u0646\u0646\u062f &#8211; \u0646\u0648\u0639\u06cc \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0628\u0627 \u0632\u0645\u0627\u0646 \u0647\u0627\u06cc \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0628\u0627\u0644\u0627\u062a\u0631\u060c \u0632\u0645\u0627\u0646 \u067e\u062e\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u0646\u06cc\u0632 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a.  \u06a9\u0647 \u0628\u0631\u0639\u06a9\u0633 \u0622\u0646 \u0686\u06cc\u0632\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u0627 \u0641\u0631\u0636 \u06a9\u0631\u062f\u06cc\u0645.<\/p>\n<p>\u0627\u06cc\u0646 \u06cc\u06a9 \u062f\u0644\u06cc\u0644 \u0639\u0627\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0641\u0642\u0637 \u0628\u0647 \u06cc\u06a9 \u0646\u0648\u0639 \u06af\u0631\u0627\u0641 \u067e\u0627\u06cc\u0628\u0646\u062f \u0646\u0628\u0627\u0634\u06cc\u062f\u060c \u0628\u0644\u06a9\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<h3 id=\"plottingstackedareaplots\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%82%d8%b7%d8%b9%d9%87_%d8%b2%d9%85%db%8c%d9%86_%d9%87%d8%a7%db%8c_%d8%a7%d9%86%d8%a8%d8%a7%d8%b4%d8%aa%d9%87_%d8%b4%d8%af%d9%87\"><\/span>\u062a\u0631\u0633\u06cc\u0645 \u0642\u0637\u0639\u0647 \u0632\u0645\u06cc\u0646 \u0647\u0627\u06cc \u0627\u0646\u0628\u0627\u0634\u062a\u0647 \u0634\u062f\u0647<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0646\u0627\u062d\u06cc\u0647 \u062f\u0627\u0631\u0627\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0634\u0627\u0628\u0647 \u0627\u0632 \u0622\u0631\u06af\u0648\u0645\u0627\u0646 \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u0648\u0627\u0698\u0647 \u0645\u0627\u0646\u0646\u062f \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0646\u0648\u0627\u0631\u06cc \u0648 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0647\u0633\u062a\u0646\u062f.  \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0633\u062a\u062b\u0646\u0627\u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0627\u06cc\u0646 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<ul>\n<li><code>stacked<\/code>: \u0645\u0642\u062f\u0627\u0631 \u0628\u0648\u0644\u06cc \u06a9\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0622\u06cc\u0627 \u062f\u0648 \u06cc\u0627 \u0686\u0646\u062f \u0646\u0645\u0648\u062f\u0627\u0631 \u0631\u0648\u06cc \u0647\u0645 \u0686\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f \u06cc\u0627 \u062e\u06cc\u0631<\/li>\n<\/ul>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0632\u0645\u0627\u0646 \u0647\u0627\u06cc \u067e\u062e\u062a \u0648 \u067e\u0632 \u0648 \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0631\u0627 \u0637\u0648\u0631\u06cc \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0631\u0648\u06cc \u0647\u0645 \u0686\u06cc\u062f\u0647 \u0634\u0648\u0646\u062f\u060c \u0635\u0648\u0631\u062a\u06cc \u0648 \u0628\u0646\u0641\u0634\u060c \u0628\u0627 \u0634\u0628\u06a9\u0647 \u0627\u06cc \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 8\u00d79 \u0627\u06cc\u0646\u0686\u060c \u0628\u0627 \u06cc\u06a9 \u0627\u0641\u0633\u0627\u0646\u0647:<\/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\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\nmenu = menu((menu.cook_time!=-<span class=\"hljs-number\">1<\/span>) &amp; (menu.prep_time!=-<span class=\"hljs-number\">1<\/span>))\n\nmenu.plot.area()\n\nplt.legend()\nplt.show()\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-12.png\" alt=\"\u067e\u0627\u0646\u062f\u0627\u0647\u0627\u06cc \u0637\u0631\u062d \u0645\u0646\u0637\u0642\u0647 \u0627\u0646\u0628\u0627\u0634\u062a\u0647\" title=\"\"><\/p>\n<h2 id=\"plottingpiechartswithpandas\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%86%d9%85%d9%88%d8%af%d8%a7%d8%b1%d9%87%d8%a7%db%8c_%d9%be%d8%a7%db%8c_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u062a\u0631\u0633\u06cc\u0645 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u067e\u0627\u06cc \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062f\u0627\u06cc\u0631\u0647 \u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u0645\u0641\u06cc\u062f \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u062a\u0639\u062f\u0627\u062f \u06a9\u0645\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0627 \u0647\u0645 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0646\u06cc\u0645.  \u0622\u0646\u0647\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0648\u0627\u0636\u062d \u0648 \u062f\u0642\u06cc\u0642 \u0647\u0633\u062a\u0646\u062f\u060c \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0645\u0631\u0627\u0642\u0628 \u0628\u0627\u0634\u06cc\u062f.  \u062e\u0648\u0627\u0646\u0627\u06cc\u06cc \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062f\u0627\u06cc\u0631\u0647 \u0627\u06cc \u0628\u0627 \u06a9\u0648\u0686\u06a9\u062a\u0631\u06cc\u0646 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0631 \u062a\u0639\u062f\u0627\u062f \u0645\u0642\u0627\u062f\u06cc\u0631 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0628\u0633\u06cc\u0627\u0631 \u067e\u0627\u06cc\u06cc\u0646 \u0645\u06cc \u0622\u06cc\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0631\u0633\u06cc\u0645 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062f\u0627\u06cc\u0631\u0647 \u0627\u06cc\u060c \u0627\u0632 <code>pie()<\/code> \u062a\u0627\u0628\u0639\u06cc \u06a9\u0647 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0627\u0631\u062f:<\/p>\n<pre><code class=\"hljs\">DataFrame.plot.pie(**kwargs)\n<\/code><\/pre>\n<p>\u062a\u0631\u0633\u06cc\u0645 \u0646\u0645\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0637\u0639\u0645:<\/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\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\n\nflavors = menu(menu.flavor_profile != <span class=\"hljs-string\">'-1'<\/span>)\nflavors(<span class=\"hljs-string\">'flavor_profile'<\/span>).value_counts().plot.pie()\n\nplt.legend()\nplt.show()\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-13.png\" alt=\"\u067e\u0627\u0646\u062f\u0627\u0647\u0627\u06cc \u0646\u0645\u0648\u062f\u0627\u0631 \u062f\u0627\u06cc\u0631\u0647 \u0627\u06cc\" title=\"\"><\/p>\n<p>\u062a\u0627 \u0628\u0647 \u062d\u0627\u0644\u060c \u0628\u06cc\u0634\u062a\u0631 \u063a\u0630\u0627\u0647\u0627 \u062a\u0646\u062f \u0648 \u0634\u06cc\u0631\u06cc\u0646 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<h3 id=\"customizingpiecharts\"><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%be%d8%a7%db%8c\"><\/span>\u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u067e\u0627\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc \u062c\u0630\u0627\u0628\u200c\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0646\u0645\u0648\u062f\u0627\u0631 \u062f\u0627\u06cc\u0631\u0647\u200c\u0627\u06cc \u062e\u0648\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0647\u0645\u0627\u0646 \u0622\u0631\u06af\u0648\u0645\u0627\u0646\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u0648\u0627\u0698\u0647\u200c\u0627\u06cc \u06a9\u0647 \u062f\u0631 \u0647\u0645\u0647 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0642\u0628\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0631\u062f\u06cc\u0645\u060c \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645\u060c \u0628\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u062c\u062f\u06cc\u062f:<\/p>\n<ul>\n<li><code>shadow<\/code>: Boolean \u06a9\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0622\u06cc\u0627 \u0628\u0631\u0634 \u0647\u0627\u06cc \u0646\u0645\u0648\u062f\u0627\u0631 \u062f\u0627\u06cc\u0631\u0647 \u0627\u06cc \u0633\u0627\u06cc\u0647 \u062f\u0627\u0631\u0646\u062f \u06cc\u0627 \u062e\u06cc\u0631<\/li>\n<li><code>startangle<\/code>: \u0632\u0627\u0648\u06cc\u0647 \u0634\u0631\u0648\u0639 \u0646\u0645\u0648\u062f\u0627\u0631 \u062f\u0627\u06cc\u0631\u0647 \u0627\u06cc<\/li>\n<\/ul>\n<p>\u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0627\u06cc\u0646 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0645\u0646\u0627\u0637\u0642\u06cc \u0631\u0627 \u06a9\u0647 \u0638\u0631\u0648\u0641 \u0627\u0632 \u0622\u0646 \u0633\u0631\u0686\u0634\u0645\u0647 \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f\u060c \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u0645.  \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f <code>head()<\/code> \u0641\u0642\u0637 10 \u0645\u0648\u0631\u062f \u0627\u0648\u0644 \u0631\u0627 \u0628\u06af\u06cc\u0631\u06cc\u062f \u062a\u0627 \u0628\u0631\u0634 \u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0646\u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u067e\u0627\u06cc \u0631\u0627 \u0628\u0627 \u0639\u0646\u0648\u0627\u0646 &#8220;\u0627\u06cc\u0627\u0644\u0627\u062a&#8221; \u0635\u0648\u0631\u062a\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0628\u0647 \u0622\u0646 \u0633\u0627\u06cc\u0647 \u0648 \u0627\u0641\u0633\u0627\u0646\u0647 \u0628\u062f\u0647\u06cc\u0645 \u0648 \u06a9\u0627\u0631\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0627\u0632 \u0632\u0627\u0648\u06cc\u0647 \u0634\u0631\u0648\u0639 \u0634\u0648\u062f. <code>15<\/code> :<\/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\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\nstates = (menu(menu.state != <span class=\"hljs-string\">'-1'<\/span>))(<span class=\"hljs-string\">'state'<\/span>).value_counts().head(<span class=\"hljs-number\">10<\/span>)\n\n\ncolors = (<span class=\"hljs-string\">'lightpink'<\/span>, <span class=\"hljs-string\">'pink'<\/span>, <span class=\"hljs-string\">'fuchsia'<\/span>, <span class=\"hljs-string\">'mistyrose'<\/span>, <span class=\"hljs-string\">'hotpink'<\/span>, <span class=\"hljs-string\">'deeppink'<\/span>, <span class=\"hljs-string\">'magenta'<\/span>)\n\nstates.plot.pie(colors = colors, shadow = <span class=\"hljs-literal\">True<\/span>, startangle = <span class=\"hljs-number\">15<\/span>, title = <span class=\"hljs-string\">\"States\"<\/span>)\n\nplt.show()\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-14.png\" alt=\"\u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\u06cc \u0646\u0645\u0648\u062f\u0627\u0631 \u062f\u0627\u06cc\u0631\u0647 \u0627\u06cc\" title=\"\"><\/p>\n<h2 id=\"plottingdensityplotswithpandas\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%d9%86%d9%82%d8%b4%d9%87_%d9%87%d8%a7%db%8c_%d8%aa%d8%b1%d8%a7%da%a9%d9%85_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u062a\u0631\u0633\u06cc\u0645 \u0646\u0642\u0634\u0647 \u0647\u0627\u06cc \u062a\u0631\u0627\u06a9\u0645 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06af\u0631 \u062a\u062c\u0631\u0628\u0647 \u0627\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0645\u0627\u0631 \u062f\u0627\u0631\u06cc\u062f\u060c \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0637\u0631\u062d \u062a\u0631\u0627\u06a9\u0645 \u0631\u0627 \u062f\u06cc\u062f\u0647 \u0627\u06cc\u062f.  \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0686\u06af\u0627\u0644\u06cc \u06cc\u06a9 \u0646\u0645\u0627\u06cc\u0634 \u0628\u0635\u0631\u06cc \u0627\u0632 \u0686\u06af\u0627\u0644\u06cc \u0627\u062d\u062a\u0645\u0627\u0644 \u062f\u0631 \u0637\u06cc\u0641 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u06cc\u06a9 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 <em>\u0627\u0633\u062a<\/em> \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u0686\u06af\u0627\u0644\u06cc\u060c \u06a9\u0647 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0631\u0627 \u062f\u0631 \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0647\u0627 \u0628\u0627 \u0647\u0645 \u062c\u0645\u0639 \u0645\u06cc \u06a9\u0646\u062f.  \u062f\u0648\u0645\u06cc\u0646 \u0646\u0645\u0648\u062f\u0627\u0631 \u0686\u06af\u0627\u0644\u06cc \u0645\u062d\u0628\u0648\u0628\u060c \u0646\u0645\u0648\u062f\u0627\u0631 KDE (\u062a\u062e\u0645\u06cc\u0646 \u062a\u0631\u0627\u06a9\u0645 \u0647\u0633\u062a\u0647) \u0627\u0633\u062a &#8211; \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u0633\u0627\u062f\u0647\u060c \u0645\u0627\u0646\u0646\u062f \u06cc\u06a9 \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0628\u0633\u06cc\u0627\u0631 \u0635\u0627\u0641 \u0628\u0627 \u062a\u0639\u062f\u0627\u062f \u0628\u06cc \u0646\u0647\u0627\u06cc\u062a bin \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0631\u0633\u06cc\u0645 \u06cc\u06a9\u060c \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>kde()<\/code> \u062a\u0627\u0628\u0639:<\/p>\n<pre><code class=\"hljs\">DataFrame.plot.kde(bw_method=<span class=\"hljs-literal\">None<\/span>, ind=<span class=\"hljs-literal\">None<\/span>, **kwargs)\n<\/code><\/pre>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0645\u0627 \u0632\u0645\u0627\u0646 \u067e\u062e\u062a \u0631\u0627 \u062a\u0631\u0633\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u0645:<\/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> scipy\n\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\n\ntime = (menu(menu.cook_time != -<span class=\"hljs-number\">1<\/span>))(<span class=\"hljs-string\">'cook_time'<\/span>)\ntime.value_counts().plot.kde()\nplt.show()\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u062a\u0648\u0632\u06cc\u0639 \u0628\u0647 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-15.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062a\u0631\u0627\u06a9\u0645 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\" title=\"\"><\/p>\n<p>\u062f\u0631 <em>\u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645<\/em> \u062f\u0631 \u0628\u062e\u0634\u060c \u0645\u0627 \u0628\u0631\u0627\u06cc \u06af\u0631\u0641\u062a\u0646 \u062a\u0645\u0627\u0645 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 bin\u200c\u0647\u0627 \u062a\u0644\u0627\u0634 \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u0645\u060c \u0632\u06cc\u0631\u0627 \u0647\u0631 \u0628\u0627\u0631 \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062a\u0639\u0645\u06cc\u0645 \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645 \u0648 \u0628\u0627 \u0647\u0645 \u062c\u0645\u0639 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 &#8211; \u0645\u0642\u062f\u0627\u0631\u06cc \u062f\u0642\u062a \u0631\u0627 \u0627\u0632 \u062f\u0633\u062a \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645.<\/p>\n<p>\u0628\u0627 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc KDE\u060c \u0645\u0627 \u0627\u0632 \u0645\u0632\u0627\u06cc\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0639\u062f\u0627\u062f \u0628\u06cc \u0646\u0647\u0627\u06cc\u062a bin \u0647\u0627 \u0628\u0647\u0631\u0647 \u0645\u0646\u062f \u0634\u062f\u0647 \u0627\u06cc\u0645.  \u0647\u06cc\u0686 \u062f\u0627\u062f\u0647 \u0627\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0637\u0631\u06cc\u0642 \u06a9\u0648\u062a\u0627\u0647 \u0646\u0645\u06cc \u0634\u0648\u062f \u06cc\u0627 \u0627\u0632 \u0628\u06cc\u0646 \u0646\u0645\u06cc \u0631\u0648\u062f.<\/p>\n<h2 id=\"plottingascattermatrixpairplotinpandas\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%b1%d8%b3%db%8c%d9%85_%db%8c%da%a9_%d9%85%d8%a7%d8%aa%d8%b1%db%8c%d8%b3_%d9%be%d8%b1%d8%a7%da%a9%d9%86%d8%af%da%af%db%8c_%d9%86%d9%82%d8%b4%d9%87_%d8%ac%d9%81%d8%aa_%d8%af%d8%b1_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u062a\u0631\u0633\u06cc\u0645 \u06cc\u06a9 \u0645\u0627\u062a\u0631\u06cc\u0633 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc (\u0646\u0642\u0634\u0647 \u062c\u0641\u062a) \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0631\u0648\u0634 \u06a9\u0645\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631 \u0628\u0631\u0627\u06cc \u062a\u0641\u0633\u06cc\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0633\u062a <em>\u0645\u0627\u062a\u0631\u06cc\u0633 \u0647\u0627\u06cc \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc<\/em>.  \u06a9\u0647 \u0631\u0627\u0647\u06cc \u0628\u0631\u0627\u06cc \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0646 \u0631\u0627\u0628\u0637\u0647 \u0647\u0631 \u062c\u0641\u062a \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0627\u0633\u062a.  \u0627\u06af\u0631 \u0628\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0627\u0631 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f\u060c \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0637\u0631\u062d \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0622\u0634\u0646\u0627 \u0628\u0627\u0634\u062f <em>\u0637\u0631\u062d \u062c\u0641\u062a<\/em>.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0631\u0633\u06cc\u0645 \u0645\u0627\u062a\u0631\u06cc\u0633 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc\u060c \u0628\u0627\u06cc\u062f \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645 import \u0631\u0627 <code>scatter_matrix()<\/code> \u062a\u0627\u0628\u0639 \u0627\u0632 <code>pandas.plotting<\/code> \u0645\u062f\u0648\u0644.<\/p>\n<p>\u0646\u062d\u0648 \u0628\u0631\u0627\u06cc <code>scatter_matrix()<\/code> \u062a\u0627\u0628\u0639 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\">pandas.plotting.scatter_matrix(frame, alpha=<span class=\"hljs-number\">0.5<\/span>, figsize=<span class=\"hljs-literal\">None<\/span>, ax=<span class=\"hljs-literal\">None<\/span>, grid=<span class=\"hljs-literal\">False<\/span>, diagonal=<span class=\"hljs-string\">'hist'<\/span>, marker=<span class=\"hljs-string\">'.'<\/span>, density_kwds=<span class=\"hljs-literal\">None<\/span>, hist_kwds=<span class=\"hljs-literal\">None<\/span>, range_padding=<span class=\"hljs-number\">0.05<\/span>, **kwargs)\n<\/code><\/pre>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0627 \u0631\u0648\u0627\u0628\u0637 \u0632\u0648\u062c\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0686\u0646\u062f\u06cc\u0646 \u06a9\u0644\u0627\u0633 \u062a\u0631\u0633\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0631\u0648\u06cc \u06cc\u06a9 \u0634\u0628\u06a9\u0647 &#8211; \u062a\u0645\u0627\u0645 \u062e\u0637\u0648\u0637 \u0645\u0648\u0631\u0628 \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0645\u0646\u0633\u0648\u062e \u062e\u0648\u0627\u0647\u0646\u062f \u0634\u062f \u0632\u06cc\u0631\u0627 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u0627 \u062e\u0648\u062f \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u0641\u0636\u0627\u06cc \u0645\u0631\u062f\u0647 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f\u060c \u0645\u0648\u0631\u0628 \u0647\u0627 \u0628\u0627 \u0646\u0645\u0648\u062f\u0627\u0631 \u062a\u0648\u0632\u06cc\u0639 \u062a\u06a9 \u0645\u062a\u063a\u06cc\u0631\u0647 \u0628\u0631\u0627\u06cc \u0622\u0646 \u06a9\u0644\u0627\u0633 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0645\u06cc \u0634\u0648\u0646\u062f.<\/p>\n<p>\u0631\u0627 <code>diagonal<\/code> \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0647\u0631 \u062f\u0648 \u0628\u0627\u0634\u062f <code>'kde'<\/code> \u06cc\u0627 <code>'hist<\/code>\u0628\u0631\u0627\u06cc \u0647\u0631 \u062f\u0648 <em>\u062a\u062e\u0645\u06cc\u0646 \u0686\u06af\u0627\u0644\u06cc \u0647\u0633\u062a\u0647<\/em> \u06cc\u0627 <em>\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645<\/em><\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u0637\u0631\u062d \u0645\u0627\u062a\u0631\u06cc\u0633 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc \u0628\u0633\u0627\u0632\u06cc\u0645:<\/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> scipy\n<span class=\"hljs-keyword\">from<\/span> pandas.plotting <span class=\"hljs-keyword\">import<\/span> scatter_matrix\n\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\n\nscatter_matrix(menu,diagonal=<span class=\"hljs-string\">'kde'<\/span>)\n\nplt.show()\n<\/code><\/pre>\n<p>\u0637\u0631\u062d \u0628\u0627\u06cc\u062f \u0628\u0647 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0628\u0627\u0634\u062f:<br \/><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-16.png\" alt=\"\u067e\u0627\u0646\u062f\u0627\u0647\u0627\u06cc \u0645\u0627\u062a\u0631\u06cc\u0633\u06cc \u067e\u0631\u0627\u06a9\u0646\u062f\u0647\" title=\"\"><\/p>\n<h2 id=\"plottingabootstrapplotinpandas\"><span class=\"ez-toc-section\" id=\"%d8%b7%d8%b1%d8%a7%d8%ad%db%8c_%db%8c%da%a9_%d8%b7%d8%b1%d8%ad_%d8%a8%d9%88%d8%aa_%d8%a7%d8%b3%d8%aa%d8%b1%d9%be_%d8%af%d8%b1_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u0637\u0631\u0627\u062d\u06cc \u06cc\u06a9 \u0637\u0631\u062d \u0628\u0648\u062a \u0627\u0633\u062a\u0631\u067e \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Pandas \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0646\u0642\u0634\u0647 \u06a9\u0634\u06cc \u0634\u0645\u0627 \u06cc\u06a9 \u0637\u0631\u062d \u0628\u0648\u062a \u0627\u0633\u062a\u0631\u067e \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.  \u0646\u0645\u0648\u062f\u0627\u0631 \u0628\u0648\u062a \u0627\u0633\u062a\u0631\u067e \u0646\u0645\u0648\u062f\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0686\u0646\u062f \u0622\u0645\u0627\u0631 \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0628\u0627 \u0627\u0646\u062f\u0627\u0632\u0647 \u0647\u0627\u06cc \u0632\u06cc\u0631 \u0646\u0645\u0648\u0646\u0647 \u0645\u062a\u0641\u0627\u0648\u062a \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u0633\u067e\u0633 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u0646\u0628\u0627\u0634\u062a\u0647 \u0634\u062f\u0647 \u0631\u0648\u06cc \u0622\u0645\u0627\u0631\u060c \u062e\u0648\u062f \u062a\u0648\u0632\u06cc\u0639 \u0622\u0645\u0627\u0631 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u0627\u0633\u062a <code>bootstrap_plot()<\/code> \u0631\u0648\u0634 \u0627\u0632 <code>pandas.plotting<\/code> \u0645\u062f\u0648\u0644.  \u0631\u0627 <code>bootstrap_plot()<\/code> \u0646\u062d\u0648 \u0639\u0628\u0627\u0631\u062a \u0627\u0633\u062a \u0627\u0632:<\/p>\n<pre><code class=\"hljs\">pandas.plotting.bootstrap_plot(series, fig=None, size=50, samples=500, **kwds)\n<\/code><\/pre>\n<p>\u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u0637\u0631\u062d \u0628\u0648\u062a \u0627\u0633\u062a\u0631\u067e \u0631\u0627 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u0645:<\/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> scipy\n<span class=\"hljs-keyword\">from<\/span> pandas.plotting <span class=\"hljs-keyword\">import<\/span> bootstrap_plot\n\nmenu = pd.read_csv(<span class=\"hljs-string\">'indian_food.csv'<\/span>)\n\nbootstrap_plot(menu(<span class=\"hljs-string\">'cook_time'<\/span>))\nplt.show()\n<\/code><\/pre>\n<p>\u0637\u0631\u062d \u0628\u0648\u062a \u0627\u0633\u062a\u0631\u067e \u0686\u06cc\u0632\u06cc \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<br \/><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/introduction-to-data-visualization-in-python-with-pandas-17.png\" alt=\"\u062a\u0648\u0637\u0626\u0647 \u0647\u0627\u06cc \u0628\u0648\u062a \u0627\u0633\u062a\u0631\u067e \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\" 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 \u0631\u0627\u0647\u0646\u0645\u0627\u060c \u0645\u0627 \u0628\u0647 \u0645\u0639\u0631\u0641\u06cc \u0622\u0646 \u067e\u0631\u062f\u0627\u062e\u062a\u06cc\u0645 <em>\u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/em>.  \u0645\u0627 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0645\u0627\u0646\u0646\u062f \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062f\u0627\u06cc\u0631\u0647 \u0627\u06cc\u060c \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0646\u0648\u0627\u0631\u06cc\u060c \u067e\u06cc\u0634\u0631\u0641\u062a \u0628\u0647 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0686\u06af\u0627\u0644\u06cc \u0645\u0627\u0646\u0646\u062f \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0648 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc KDE \u0631\u0627 \u067e\u0648\u0634\u0634 \u062f\u0627\u062f\u0647 \u0627\u06cc\u0645.<\/p>\n<p>\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0645\u0627\u062a\u0631\u06cc\u0633 \u0647\u0627\u06cc Scatter \u0648 Bootstrap Plots \u0631\u0627 \u067e\u0648\u0634\u0634 \u062f\u0627\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 \u06a9\u062a\u0627\u0628 \u0645\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc <a class=\"ebook-link\" href=\"https:\/\/gumroad.com\/l\/data-visualization-in-python\" 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>\u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646<\/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 \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.<\/p>\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                    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(0 \u0631\u0627\u06cc)&quot;,&quot;size&quot;:&quot;30&quot;,&quot;title&quot;:&quot;\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627&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            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div 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\"> 12<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0645\u0639\u0631\u0641\u06cc \u0627\u0641\u0631\u0627\u062f \u0628\u0647 \u0646\u062f\u0631\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u06cc\u06a9 \u062f\u0627\u062f\u0647 \u062e\u0627\u0645 \u0646\u06af\u0627\u0647 \u06a9\u0646\u0646\u062f \u0648 \u0641\u0648\u0631\u0627\u064b \u06cc\u06a9 \u0645\u0634\u0627\u0647\u062f\u0647 \u062f\u0627\u062f\u0647 \u0645\u062d\u0648\u0631 \u0645\u0627\u0646\u0646\u062f: \u0645\u0631\u062f\u0645 \u062f\u0631 \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0647\u0627 \u062a\u0645\u0627\u06cc\u0644 \u0628\u0647 \u062e\u0631\u06cc\u062f \u062f\u0627\u0631\u0646\u062f \u067e\u0648\u0634\u06a9 \u0648 \u0622\u0628\u062c\u0648 \u062f\u0631 \u067e\u06cc\u0648\u0646\u062f! \u06cc\u0627 \u062d\u062a\u06cc \u0627\u06af\u0631 \u0634\u0645\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062f\u0627\u0646\u0634\u0645\u0646\u062f \u062f\u0627\u062f\u0647 \u0648\u0627\u0642\u0639\u0627\u064b \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0645 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0633\u0631\u0645\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631 \u06cc\u0627 \u0631\u0626\u06cc\u0633 \u0634\u0645\u0627 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":15491,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1743,620],"tags":[],"class_list":["post-15490","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\/15490","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=15490"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/15490\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/15491"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=15490"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=15490"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=15490"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}