{"id":11930,"date":"2023-12-30T12:49:11","date_gmt":"2023-12-30T09:19:11","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d9%82%d8%af%d8%b1%d8%aa-%d9%86%d9%85%d8%a7%db%8c%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d8%a7%d9%81%d8%b2%d8%a7%db%8c%d8%b4-%d8%b1%d8%a7%d9%86%d8%af%d9%85%d8%a7%d9%86-%d8%ac%d8%af%d8%a7%d9%84-%d8%af%d8%a7\/"},"modified":"2023-12-30T12:49:11","modified_gmt":"2023-12-30T09:19:11","slug":"%d9%82%d8%af%d8%b1%d8%aa-%d9%86%d9%85%d8%a7%db%8c%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d8%a7%d9%81%d8%b2%d8%a7%db%8c%d8%b4-%d8%b1%d8%a7%d9%86%d8%af%d9%85%d8%a7%d9%86-%d8%ac%d8%af%d8%a7%d9%84-%d8%af%d8%a7","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d9%82%d8%af%d8%b1%d8%aa-%d9%86%d9%85%d8%a7%db%8c%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d8%a7%d9%81%d8%b2%d8%a7%db%8c%d8%b4-%d8%b1%d8%a7%d9%86%d8%af%d9%85%d8%a7%d9%86-%d8%ac%d8%af%d8%a7%d9%84-%d8%af%d8%a7\/","title":{"rendered":"\u0642\u062f\u0631\u062a \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc: \u0627\u0641\u0632\u0627\u06cc\u0634 \u0631\u0627\u0646\u062f\u0645\u0627\u0646 \u062c\u062f\u0627\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%82%d8%af%d8%b1%d8%aa-%d9%86%d9%85%d8%a7%db%8c%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d8%a7%d9%81%d8%b2%d8%a7%db%8c%d8%b4-%d8%b1%d8%a7%d9%86%d8%af%d9%85%d8%a7%d9%86-%d8%ac%d8%af%d8%a7%d9%84-%d8%af%d8%a7\/#%d9%85%d8%b9%d8%b1%d9%81%db%8c\" >\u0645\u0639\u0631\u0641\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%82%d8%af%d8%b1%d8%aa-%d9%86%d9%85%d8%a7%db%8c%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d8%a7%d9%81%d8%b2%d8%a7%db%8c%d8%b4-%d8%b1%d8%a7%d9%86%d8%af%d9%85%d8%a7%d9%86-%d8%ac%d8%af%d8%a7%d9%84-%d8%af%d8%a7\/#%d9%85%d8%b9%d8%b1%d9%81%db%8c_%d9%86%d9%85%d8%a7%db%8c%d9%87_%d8%b3%d8%a7%d8%b2%db%8c_%d8%af%d8%b1_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u0645\u0639\u0631\u0641\u06cc \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \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-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%82%d8%af%d8%b1%d8%aa-%d9%86%d9%85%d8%a7%db%8c%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d8%a7%d9%81%d8%b2%d8%a7%db%8c%d8%b4-%d8%b1%d8%a7%d9%86%d8%af%d9%85%d8%a7%d9%86-%d8%ac%d8%af%d8%a7%d9%84-%d8%af%d8%a7\/#%d8%aa%da%a9%d9%86%db%8c%da%a9_%d9%87%d8%a7%db%8c_%da%a9%d8%af%da%af%d8%b0%d8%a7%d8%b1%db%8c_%d9%86%d9%85%d8%a7%db%8c%d9%87_%d8%b3%d8%a7%d8%b2%db%8c_%d8%af%d8%b1_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u062f\u0631 \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-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%82%d8%af%d8%b1%d8%aa-%d9%86%d9%85%d8%a7%db%8c%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d8%a7%d9%81%d8%b2%d8%a7%db%8c%d8%b4-%d8%b1%d8%a7%d9%86%d8%af%d9%85%d8%a7%d9%86-%d8%ac%d8%af%d8%a7%d9%84-%d8%af%d8%a7\/#%d9%86%d9%85%d8%a7%db%8c%d9%87_%d8%b3%d8%a7%d8%b2%db%8c_%d9%85%d8%a8%d8%aa%d9%86%db%8c_%d8%a8%d8%b1_%d8%b9%d8%af%d8%af_%d8%b5%d8%ad%db%8c%d8%ad\" >\u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0639\u062f\u062f \u0635\u062d\u06cc\u062d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%82%d8%af%d8%b1%d8%aa-%d9%86%d9%85%d8%a7%db%8c%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d8%a7%d9%81%d8%b2%d8%a7%db%8c%d8%b4-%d8%b1%d8%a7%d9%86%d8%af%d9%85%d8%a7%d9%86-%d8%ac%d8%af%d8%a7%d9%84-%d8%af%d8%a7\/#%d9%86%d9%85%d8%a7%db%8c%d9%87_%d8%b3%d8%a7%d8%b2%db%8c_%d8%a8%d9%88%d9%84%db%8c\" >\u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u0628\u0648\u0644\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%82%d8%af%d8%b1%d8%aa-%d9%86%d9%85%d8%a7%db%8c%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d8%a7%d9%81%d8%b2%d8%a7%db%8c%d8%b4-%d8%b1%d8%a7%d9%86%d8%af%d9%85%d8%a7%d9%86-%d8%ac%d8%af%d8%a7%d9%84-%d8%af%d8%a7\/#%d8%aa%d9%86%d8%b8%db%8c%d9%85_%d9%86%d9%85%d8%a7%db%8c%d9%87_%d9%87%d8%a7%db%8c_%d8%ac%d8%af%db%8c%d8%af_%d9%88_%d8%a8%d8%a7%d8%b2%d9%86%d8%b4%d8%a7%d9%86%db%8c_%d8%a8%d9%87_%d8%b4%d8%a7%d8%ae%d8%b5_%d9%87%d8%a7%db%8c_%d9%82%d8%af%db%8c%d9%85%db%8c\" >\u062a\u0646\u0638\u06cc\u0645 \u0646\u0645\u0627\u06cc\u0647 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0648 \u0628\u0627\u0632\u0646\u0634\u0627\u0646\u06cc \u0628\u0647 \u0634\u0627\u062e\u0635 \u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%82%d8%af%d8%b1%d8%aa-%d9%86%d9%85%d8%a7%db%8c%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d8%a7%d9%81%d8%b2%d8%a7%db%8c%d8%b4-%d8%b1%d8%a7%d9%86%d8%af%d9%85%d8%a7%d9%86-%d8%ac%d8%af%d8%a7%d9%84-%d8%af%d8%a7\/#%d9%85%d8%b1%d8%aa%d8%a8_%d8%b3%d8%a7%d8%b2%db%8c_%d8%b4%d8%a7%d8%ae%d8%b5_%d9%87%d8%a7\" >\u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc \u0634\u0627\u062e\u0635 \u0647\u0627<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%82%d8%af%d8%b1%d8%aa-%d9%86%d9%85%d8%a7%db%8c%d9%87-%d8%b3%d8%a7%d8%b2%db%8c-%d8%a7%d9%81%d8%b2%d8%a7%db%8c%d8%b4-%d8%b1%d8%a7%d9%86%d8%af%d9%85%d8%a7%d9%86-%d8%ac%d8%af%d8%a7%d9%84-%d8%af%d8%a7\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87_%da%af%db%8c%d8%b1%db%8c\" >\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/a><\/li><\/ul><\/nav><\/div>\n<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 7<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span><p> <br \/>\n<\/p>\n<div><noscript><\/noscript><\/p>\n<h2 id=\"introduction\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%b9%d8%b1%d9%81%db%8c\"><\/span>\u0645\u0639\u0631\u0641\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Pandas \u067e\u0631\u0645\u0635\u0631\u0641\u200c\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0633\u062a \u0648 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0628\u0627 \u062f\u0631\u06a9 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0624\u062b\u0631 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0646\u0645\u0627\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0633\u0631\u0639\u062a \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0628\u062d\u062b \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0645\u06cc\u0632\u0627\u0646 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u06cc\u0645.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0646\u0645\u0627\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645 \u0648 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0634\u0645\u06a9\u0634 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n<h2 id=\"introducingindexinginpandas\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%b9%d8%b1%d9%81%db%8c_%d9%86%d9%85%d8%a7%db%8c%d9%87_%d8%b3%d8%a7%d8%b2%db%8c_%d8%af%d8%b1_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u0645\u0639\u0631\u0641\u06cc \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Pandas \u062f\u0648 \u0634\u06cc \u0627\u0635\u0644\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f: Series \u0648 DataFrames.<\/p>\n<p>\u0633\u0631\u06cc \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0628\u0627 \u0628\u0631\u0686\u0633\u0628 \u062a\u06a9 \u0628\u0639\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0642\u0627\u062f\u0631 \u0628\u0647 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0647\u0631 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u0627\u06cc \u0627\u0633\u062a.<\/p>\n<p>Pandas DataFrame \u06cc\u06a9 \u062c\u062f\u0648\u0644 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0635\u0641\u062d\u0647 \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0647\u0631 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u0627\u06cc \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u062f \u0648 \u0628\u0627 \u0633\u0637\u0631\u0647\u0627 \u0648 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062f\u0642\u06cc\u0642 \u062a\u0631\u060c Pandas DataFrame \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0633\u0641\u0627\u0631\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0632 \u0633\u0631\u06cc Pandas \u062f\u06cc\u062f\u0647 \u0634\u0648\u062f.<\/p>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0647\u0631 \u062f\u0648 \u0633\u0631\u06cc \u0648 DataFrame \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 \u0634\u0627\u062e\u0635 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0631\u0627\u0647\u06cc \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0647\u0631 \u0639\u0646\u0635\u0631 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0628\u0631\u062e\u06cc \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0646\u0645\u0627\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u06a9\u0627\u0631\u0647\u0627\u06cc \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0631\u0648\u0632\u0627\u0646\u0647 \u0634\u0645\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u062f.<\/p>\n<h2 id=\"codingindexingtechniquesinpandas\"><span class=\"ez-toc-section\" id=\"%d8%aa%da%a9%d9%86%db%8c%da%a9_%d9%87%d8%a7%db%8c_%da%a9%d8%af%da%af%d8%b0%d8%a7%d8%b1%db%8c_%d9%86%d9%85%d8%a7%db%8c%d9%87_%d8%b3%d8%a7%d8%b2%db%8c_%d8%af%d8%b1_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0631\u062e\u06cc \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062f \u0648\u0627\u0642\u0639\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h3 id=\"integerbasedindexing\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%85%d8%a7%db%8c%d9%87_%d8%b3%d8%a7%d8%b2%db%8c_%d9%85%d8%a8%d8%aa%d9%86%db%8c_%d8%a8%d8%b1_%d8%b9%d8%af%d8%af_%d8%b5%d8%ad%db%8c%d8%ad\"><\/span>\u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0639\u062f\u062f \u0635\u062d\u06cc\u062d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u0627 \u0628\u0627 \u0631\u0648\u0634 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0639\u062f\u062f \u0635\u062d\u06cc\u062d \u0634\u0631\u0648\u0639 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0633\u0637\u0631\u0647\u0627 \u0648 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u0627\u0645\u0627 \u0627\u0628\u062a\u062f\u0627 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0641\u0647\u0645\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647 \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \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\n\ndata = {\n    <span class=\"hljs-string\">'A'<\/span>: (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>),\n    <span class=\"hljs-string\">'B'<\/span>: (<span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">7<\/span>, <span class=\"hljs-number\">8<\/span>, <span class=\"hljs-number\">9<\/span>, <span class=\"hljs-number\">10<\/span>),\n    <span class=\"hljs-string\">'C'<\/span>: (<span class=\"hljs-number\">11<\/span>, <span class=\"hljs-number\">12<\/span>, <span class=\"hljs-number\">13<\/span>, <span class=\"hljs-number\">14<\/span>, <span class=\"hljs-number\">15<\/span>)\n}\n\n\ndf = pd.DataFrame(data)\n\n\n<span class=\"hljs-built_in\">print<\/span>(df)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u062a\u0648\u0644\u06cc\u062f \u062e\u0648\u0627\u0647\u062f \u06a9\u0631\u062f:<\/p>\n<pre><code class=\"hljs\">   A   B   C\n0  1   6  11\n1  2   7  12\n2  3   8  13\n3  4   9  14\n4  5  10  15\n<\/code><\/pre>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645\u060c \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u06cc\u06a9 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0628\u0647 \u0647\u0645\u0627\u0646 \u0631\u0648\u0634\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u0634\u0648\u0646\u062f \u06a9\u0647 \u06cc\u06a9 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645.  \u062f\u0631 \u0648\u0627\u0642\u0639 \u0646\u0627\u0645 \u0633\u062a\u0648\u0646 \u0647\u0627 \u06a9\u0644\u06cc\u062f \u0648 \u0627\u0639\u062f\u0627\u062f \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0644\u06cc\u0633\u062a \u0647\u0627 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0647\u0633\u062a\u0646\u062f.  \u0646\u0627\u0645 \u0648 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0633\u062a\u0648\u0646 \u0647\u0627 \u062f\u0642\u06cc\u0642\u0627\u064b \u0645\u0627\u0646\u0646\u062f \u06a9\u0644\u06cc\u062f\u0647\u0627 \u0648 \u0645\u0642\u0627\u062f\u06cc\u0631 \u062f\u0631 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0647\u0627 \u0628\u0627 \u06cc\u06a9 \u062f\u0648\u0646\u0642\u0637\u0647 \u0627\u0632 \u0647\u0645 \u062c\u062f\u0627 \u0645\u06cc \u0634\u0648\u0646\u062f.  \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0622\u0646\u0647\u0627 \u062f\u0631 \u062f\u0627\u062e\u0644 \u0628\u0631\u0627\u06a9\u062a \u0647\u0627\u06cc \u0645\u062c\u0639\u062f \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f.<\/p>\n<p>\u0645\u062a\u062f\u0648\u0644\u0648\u0698\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0639\u062f\u062f \u0635\u062d\u06cc\u062d \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f <code>iloc()<\/code> \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u06cc\u06a9 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0627\u06af\u0631 \u0628\u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0648 \u0631\u062f\u06cc\u0641 \u0631\u0627 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u06a9\u0646\u06cc\u0645\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0631\u0627 \u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">\nsliced_rows = df.iloc(<span class=\"hljs-number\">1<\/span>:<span class=\"hljs-number\">3<\/span>)\n\n\n<span class=\"hljs-built_in\">print<\/span>(sliced_rows)\n<\/code><\/pre>\n<p>\u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">    A  B   C\n1   2  7  12\n2   3  8  13\n<\/code><\/pre>\n<div class=\"alert alert-note\">\n<div class=\"flex\">\n<div class=\"flex-shrink-0 mr-3\"><\/div>\n<div class=\"w-full\">\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f<\/strong>: \u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0634\u0631\u0648\u0639 \u0628\u0647 \u0634\u0645\u0627\u0631\u0634 \u0627\u0632 0 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c <code>iloc(1:3)<\/code> \u0631\u062f\u06cc\u0641 \u062f\u0648\u0645 \u0648 \u0633\u0648\u0645 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/p><\/div><\/div><\/div>\n<p>\u0627\u06a9\u0646\u0648\u0646\u060c <code>iloc()<\/code> \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\">\nsliced_cols = df.iloc(:, <span class=\"hljs-number\">0<\/span>:<span class=\"hljs-number\">2<\/span>)\n\n\n<span class=\"hljs-built_in\">print<\/span>(sliced_cols)\n<\/code><\/pre>\n<p>\u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">   A   B\n0  1   6\n1  2   7\n2  3   8\n3  4   9\n4  5  10\n<\/code><\/pre>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f\u060c \u062f\u0648 \u0646\u0642\u0637\u0647 \u062f\u0631 \u062f\u0627\u062e\u0644 \u0628\u0631\u0627\u06a9\u062a \u0647\u0627\u06cc \u0645\u0631\u0628\u0639 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u062a\u0645\u0627\u0645 \u0645\u0642\u0627\u062f\u06cc\u0631 \u062f\u0631 \u0633\u0637\u0631\u0647\u0627 \u0631\u0627 \u0628\u06af\u06cc\u0631\u06cc\u0645.  \u0633\u067e\u0633 \u0628\u0639\u062f \u0627\u0632 \u06a9\u0627\u0645\u0627 \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u06a9\u062f\u0627\u0645 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0631\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u0645 (\u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0627\u0632 0 \u0634\u0631\u0648\u0639 \u0628\u0647 \u0634\u0645\u0627\u0631\u0634 \u0645\u06cc \u06a9\u0646\u06cc\u0645).<\/p>\n<p>\u0631\u0627\u0647 \u062f\u06cc\u06af\u0631 \u0628\u0631\u0627\u06cc \u0628\u0631\u0634 \u0641\u0647\u0631\u0633\u062a \u0647\u0627 \u0628\u0627 \u0627\u0639\u062f\u0627\u062f \u0635\u062d\u06cc\u062d \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0639\u0628\u0627\u0631\u062a \u0627\u0633\u062a <code>loc()<\/code> \u0631\u0648\u0634.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646:<\/p>\n<pre><code class=\"hljs\">\nsliced_rows = df.loc(<span class=\"hljs-number\">1<\/span>:<span class=\"hljs-number\">3<\/span>)\n\n\n<span class=\"hljs-built_in\">print<\/span>(sliced_rows)\n<\/code><\/pre>\n<p>\u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">   A  B   C\n1  2  7  12\n2  3  8  13\n3  4  9  14\n<\/code><\/pre>\n<div class=\"alert alert-note\">\n<div class=\"flex\">\n<div class=\"flex-shrink-0 mr-3\"><\/div>\n<div class=\"w-full\">\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f<\/strong>: \u0646\u06af\u0627\u0647\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0647 \u0647\u0631 \u062f\u0648 <code>loc()<\/code> \u0648 <code>iloc()<\/code> \u0631\u0648\u0634 \u0647\u0627\u060c \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0622\u0646 \u0631\u0627 \u062f\u0631 <code>.loc()<\/code>\u060c \u0628\u0631\u0686\u0633\u0628 \u0647\u0627\u06cc \u0634\u0631\u0648\u0639 \u0648 \u067e\u0627\u06cc\u0627\u0646 \u0647\u0631 \u062f\u0648 \u0634\u0627\u0645\u0644 \u0647\u0633\u062a\u0646\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 <code>iloc()<\/code> \u0634\u0627\u0645\u0644 \u0634\u0627\u062e\u0635 \u0634\u0631\u0648\u0639 \u0648 \u0645\u0633\u062a\u062b\u0646\u06cc \u0627\u0632 \u0634\u0627\u062e\u0635 \u067e\u0627\u06cc\u0627\u0646 \u0627\u0633\u062a.<\/p>\n<\/p><\/div><\/div><\/div>\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 <code>loc()<\/code> \u0631\u0648\u0634 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0628\u0647 \u0645\u0627 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u06cc\u06a9 Pandas DataFrame \u0631\u0627 \u0628\u0627 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u0647\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0628\u0631\u0634 \u062f\u0647\u06cc\u0645.  \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0645\u0646\u0638\u0648\u0631\u0645\u0627\u0646 \u0627\u0632 \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0686\u06cc\u0633\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\n\ndata = {\n    <span class=\"hljs-string\">'A'<\/span>: (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>),\n    <span class=\"hljs-string\">'B'<\/span>: (<span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">7<\/span>, <span class=\"hljs-number\">8<\/span>, <span class=\"hljs-number\">9<\/span>, <span class=\"hljs-number\">10<\/span>),\n    <span class=\"hljs-string\">'C'<\/span>: (<span class=\"hljs-number\">11<\/span>, <span class=\"hljs-number\">12<\/span>, <span class=\"hljs-number\">13<\/span>, <span class=\"hljs-number\">14<\/span>, <span class=\"hljs-number\">15<\/span>)\n}\n\n\ndf = pd.DataFrame(data, index=(<span class=\"hljs-string\">'Row_1'<\/span>, <span class=\"hljs-string\">'Row_2'<\/span>, <span class=\"hljs-string\">'Row_3'<\/span>, <span class=\"hljs-string\">'Row_4'<\/span>, <span class=\"hljs-string\">'Row_5'<\/span>))\n\n\nsliced_rows = df.loc(<span class=\"hljs-string\">'Row_2'<\/span>:<span class=\"hljs-string\">'Row_4'<\/span>)\n\n\n<span class=\"hljs-built_in\">print<\/span>(sliced_rows)\n<\/code><\/pre>\n<p>\u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">       A  B   C\nRow_2  2  7  12\nRow_3  3  8  13\nRow_4  4  9  14\n<\/code><\/pre>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645\u060c \u0627\u06a9\u0646\u0648\u0646 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u0647\u0627 \u062f\u06cc\u06af\u0631 \u0627\u0639\u062f\u0627\u062f \u0635\u062d\u06cc\u062d \u0646\u06cc\u0633\u062a\u0646\u062f: \u0622\u0646\u0647\u0627 \u0631\u0634\u062a\u0647 \u0647\u0627 \u0648 the \u0647\u0633\u062a\u0646\u062f <code>loc()<\/code> \u0631\u0648\u0634 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u0628\u0631\u0634 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647 \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u06cc\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n<h3 id=\"booleanindexing\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%85%d8%a7%db%8c%d9%87_%d8%b3%d8%a7%d8%b2%db%8c_%d8%a8%d9%88%d9%84%db%8c\"><\/span>\u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u0628\u0648\u0644\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u0628\u0648\u0644\u06cc \u0634\u0627\u0645\u0644 \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u0637\u0631\u0647\u0627 \u06cc\u0627 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0633\u062a \u0631\u0648\u06cc \u0634\u0631\u0637\u06cc \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0628\u0648\u0644\u06cc \u0628\u06cc\u0627\u0646 \u0645\u06cc \u0634\u0648\u062f.  \u0642\u0627\u0628 \u062f\u0627\u062f\u0647 (\u06cc\u0627 \u0633\u0631\u06cc) \u0641\u06cc\u0644\u062a\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0627 \u0641\u0642\u0637 \u0631\u062f\u06cc\u0641\u200c\u0647\u0627 \u06cc\u0627 \u0633\u062a\u0648\u0646\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0634\u0627\u0645\u0644 \u0634\u0648\u062f \u06a9\u0647 \u0634\u0631\u0627\u06cc\u0637 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0631\u0627 \u0628\u0631\u0622\u0648\u0631\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u06cc\u06a9 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647 \u0628\u0627 \u062a\u0645\u0627\u0645 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0639\u062f\u062f\u06cc \u062f\u0627\u0631\u06cc\u0645.  \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0627 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u06a9\u0631\u062f\u0646 \u06cc\u06a9 \u0633\u062a\u0648\u0646 \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0641\u0642\u0637 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0632\u0631\u06af\u062a\u0631 \u0627\u0632 \u062f\u0648 \u0631\u0627 \u0628\u0647 \u0645\u0627 \u0646\u0634\u0627\u0646 \u062f\u0647\u062f.  \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0627\u0646\u062c\u0627\u0645 \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\ndata = {\n    <span class=\"hljs-string\">'A'<\/span>: (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>),\n    <span class=\"hljs-string\">'B'<\/span>: (<span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">7<\/span>, <span class=\"hljs-number\">8<\/span>, <span class=\"hljs-number\">9<\/span>, <span class=\"hljs-number\">10<\/span>),\n    <span class=\"hljs-string\">'C'<\/span>: (<span class=\"hljs-number\">11<\/span>, <span class=\"hljs-number\">12<\/span>, <span class=\"hljs-number\">13<\/span>, <span class=\"hljs-number\">14<\/span>, <span class=\"hljs-number\">15<\/span>)\n}\n\n\ndf = pd.DataFrame(data)\n\n\ncondition = df(<span class=\"hljs-string\">'A'<\/span>) &gt; <span class=\"hljs-number\">2<\/span>\n\n\nfiltered_rows = df(condition)\n\n\n<span class=\"hljs-built_in\">print<\/span>(filtered_rows)\n<\/code><\/pre>\n<p>\u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">   A   B   C\n2  3   8  13\n3  4   9  14\n4  5  10  15\n<\/code><\/pre>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0628\u0627 <code>condition = df('A') &gt; 2<\/code>\u060c \u0645\u0627 \u06cc\u06a9 \u0633\u0631\u06cc Pandas \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645 \u06a9\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u062f\u0648 \u0631\u0627 \u062f\u0631 \u0633\u062a\u0648\u0646 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u062f <code>A<\/code>.  \u0633\u067e\u0633\u060c \u0628\u0627 <code>filtered_rows = df(condition)<\/code>\u060c \u0645\u0627 \u06cc\u06a9 \u062f\u06cc\u062a\u0627\u0641\u0631\u06cc\u0645 \u0641\u06cc\u0644\u062a\u0631 \u0634\u062f\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645 \u06a9\u0647 \u0641\u0642\u0637 \u0631\u062f\u06cc\u0641 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0628\u0627 \u0634\u0631\u0627\u06cc\u0637\u06cc \u06a9\u0647 \u0645\u0627 \u0627\u0639\u0645\u0627\u0644 \u06a9\u0631\u062f\u06cc\u0645 \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0631\u0646\u062f \u0631\u0648\u06cc \u0633\u062a\u0648\u0646 <code>A<\/code>.<\/p>\n<p>\u0627\u0644\u0628\u062a\u0647\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u062f\u06cc\u062a\u0627\u0641\u0631\u06cc\u0645 \u0631\u0627 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0628\u0627 \u0634\u0631\u0627\u06cc\u0637 \u0645\u062e\u062a\u0644\u0641\u060c \u062d\u062a\u06cc \u0628\u0631\u0627\u06cc \u0633\u062a\u0648\u0646\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u060c \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0628\u06af\u0648\u06cc\u06cc\u062f \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06cc\u06a9 \u0634\u0631\u0637 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645 \u0631\u0648\u06cc \u0633\u062a\u0648\u0646 <code>A<\/code> \u0648 \u0631\u0648\u06cc \u0633\u062a\u0648\u0646 <code>B<\/code>.  \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">\ncondition = (df(<span class=\"hljs-string\">'A'<\/span>) &gt; <span class=\"hljs-number\">2<\/span>) &amp; (df(<span class=\"hljs-string\">'B'<\/span>) &lt; <span class=\"hljs-number\">10<\/span>)\n\n\nfiltered_rows = df(condition)\n\n\n<span class=\"hljs-built_in\">print<\/span>(filtered_rows)\n<\/code><\/pre>\n<p>\u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">   A  B   C\n2  3  8  13\n3  4  9  14\n<\/code><\/pre>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0628\u0631\u0627\u06cc \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0686\u0646\u062f \u0634\u0631\u0637\u060c \u0627\u0632 \u0639\u0645\u0644\u06af\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>&amp;<\/code>.<\/p>\n<p>\u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u062d\u062a\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u06a9\u0644 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0631\u0634 \u062f\u0647\u06cc\u0645.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0628\u06af\u0648\u06cc\u06cc\u062f \u06a9\u0647 \u0645\u0627 \u0641\u0642\u0637 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0632\u0631\u06af\u062a\u0631 \u0627\u0632 \u0647\u0634\u062a \u062f\u0627\u0631\u0646\u062f.  \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">\ncondition = (df &gt; <span class=\"hljs-number\">8<\/span>).<span class=\"hljs-built_in\">all<\/span>()\n\n\nfiltered_cols = df.loc(:, condition)\n\n\n<span class=\"hljs-built_in\">print<\/span>(filtered_cols)\n<\/code><\/pre>\n<p>\u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">    C\n0  11\n1  12\n2  13\n3  14\n4  15\n<\/code><\/pre>\n<p>\u0648 \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0641\u0642\u0637 \u0633\u062a\u0648\u0646 <code>C<\/code> \u0628\u0627 \u0634\u0631\u0627\u06cc\u0637 \u062a\u062d\u0645\u06cc\u0644\u06cc \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0631\u062f.<br \/>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0628\u0627 \u0631\u0648\u0634 <code>all()<\/code>\u060c \u0645\u0627 \u062f\u0631 \u062d\u0627\u0644 \u062a\u062d\u0645\u06cc\u0644 \u06cc\u06a9 \u0634\u0631\u0637 \u0647\u0633\u062a\u06cc\u0645 \u0631\u0648\u06cc \u06a9\u0644 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647<\/p>\n<h3 id=\"settingnewindexesandresettingtooldones\"><span class=\"ez-toc-section\" id=\"%d8%aa%d9%86%d8%b8%db%8c%d9%85_%d9%86%d9%85%d8%a7%db%8c%d9%87_%d9%87%d8%a7%db%8c_%d8%ac%d8%af%db%8c%d8%af_%d9%88_%d8%a8%d8%a7%d8%b2%d9%86%d8%b4%d8%a7%d9%86%db%8c_%d8%a8%d9%87_%d8%b4%d8%a7%d8%ae%d8%b5_%d9%87%d8%a7%db%8c_%d9%82%d8%af%db%8c%d9%85%db%8c\"><\/span>\u062a\u0646\u0638\u06cc\u0645 \u0646\u0645\u0627\u06cc\u0647 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0648 \u0628\u0627\u0632\u0646\u0634\u0627\u0646\u06cc \u0628\u0647 \u0634\u0627\u062e\u0635 \u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0634\u0631\u0627\u06cc\u0637\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0633\u062a\u0648\u0646\u06cc \u0627\u0632 \u06cc\u06a9 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647 \u067e\u0627\u0646\u062f\u0627 \u0631\u0627 \u0628\u06af\u06cc\u0631\u06cc\u0645 \u0648 \u0627\u0632 \u0622\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0634\u0627\u062e\u0635\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0644 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062f\u0631 \u0645\u0648\u0627\u0631\u062f\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u0646\u0648\u0639 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0645\u0646\u062c\u0631 \u0628\u0647 \u0628\u0631\u0634 \u0633\u0631\u06cc\u0639\u062a\u0631 \u0634\u0627\u062e\u0635 \u0647\u0627 \u0634\u0648\u062f.<\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f \u06a9\u0647 \u0645\u0627 \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u062f\u0627\u062f\u0647 \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u06a9\u0634\u0648\u0631\u0647\u0627\u060c \u0634\u0647\u0631\u0647\u0627 \u0648 \u062c\u0645\u0639\u06cc\u062a \u0645\u0631\u0628\u0648\u0637\u0647 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u062e\u0648\u0627\u0647\u06cc\u0645 \u0633\u062a\u0648\u0646 \u0634\u0647\u0631 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0634\u0627\u062e\u0635 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u0645.  \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0627\u0646\u062c\u0627\u0645 \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\ndata = {\n    <span class=\"hljs-string\">'City'<\/span>: (<span class=\"hljs-string\">'New York'<\/span>, <span class=\"hljs-string\">'Los Angeles'<\/span>, <span class=\"hljs-string\">'Chicago'<\/span>, <span class=\"hljs-string\">'Houston'<\/span>),\n    <span class=\"hljs-string\">'Country'<\/span>: (<span class=\"hljs-string\">'USA'<\/span>, <span class=\"hljs-string\">'USA'<\/span>, <span class=\"hljs-string\">'USA'<\/span>, <span class=\"hljs-string\">'USA'<\/span>),\n    <span class=\"hljs-string\">'Population'<\/span>: (<span class=\"hljs-number\">8623000<\/span>, <span class=\"hljs-number\">4000000<\/span>, <span class=\"hljs-number\">2716000<\/span>, <span class=\"hljs-number\">2302000<\/span>)\n}\n\ndf = pd.DataFrame(data)\n\n\ndf.set_index((<span class=\"hljs-string\">'City'<\/span>), inplace=<span class=\"hljs-literal\">True<\/span>)\n\n\n<span class=\"hljs-built_in\">print<\/span>(df)\n<\/code><\/pre>\n<p>\u0648 \u062f\u0627\u0631\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">            Country  Population\nCity                           \nNew York        USA     8623000\nLos Angeles     USA     4000000\nChicago         USA     2716000\nHouston         USA     2302000\n<\/code><\/pre>\n<p>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0645\u0627 \u0642\u0628\u0644\u0627\u064b \u0627\u0632 \u0631\u0648\u0634 \u0645\u0634\u0627\u0628\u0647\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u06cc\u0645\u060c \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635 \u062f\u0631 \u0627\u0646\u062a\u0647\u0627\u06cc \u067e\u0627\u0631\u0627\u06af\u0631\u0627\u0641 &#8220;\u0634\u0627\u062e\u0635 \u0633\u0627\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0639\u062f\u062f \u0635\u062d\u06cc\u062d&#8221;.  \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f: \u0645\u0627 \u062f\u0631 \u0627\u0628\u062a\u062f\u0627 \u0627\u0639\u062f\u0627\u062f\u06cc \u062f\u0627\u0634\u062a\u06cc\u0645 \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0631\u0634\u062a\u0647 \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645 \u062f\u0627\u062f\u06cc\u0645.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f \u0622\u062e\u0631\u060c \u06cc\u06a9 \u0633\u062a\u0648\u0646 \u0628\u0647 \u0634\u0627\u062e\u0635 \u0642\u0627\u0628 \u062f\u0627\u062f\u0647 \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0628\u062f\u0627\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0646\u06cc\u0645 <code>loc()<\/code> \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0642\u0628\u0644\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">\nsliced_rows = df.loc(<span class=\"hljs-string\">'New York'<\/span>:<span class=\"hljs-string\">'Chicago'<\/span>)\n\n\n<span class=\"hljs-built_in\">print<\/span>(sliced_rows)\n<\/code><\/pre>\n<p>\u0648 \u0646\u062a\u06cc\u062c\u0647 \u0627\u06cc\u0646 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\">            Country  Population\nCity                           \nNew York        USA     8623000\nLos Angeles     USA     4000000\nChicago         USA     2716000\n<\/code><\/pre>\n<div class=\"alert alert-note\">\n<div class=\"flex\">\n<div class=\"flex-shrink-0 mr-3\"><\/div>\n<div class=\"w-full\">\n<p><strong>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f<\/strong>: \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0633\u062a\u0648\u0646\u06cc \u0631\u0627 \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u06cc\u0645 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0646\u0627\u0645 \u0633\u062a\u0648\u0646 &#8220;\u067e\u0627\u06cc\u06cc\u0646&#8221; \u0645\u06cc \u0627\u0641\u062a\u062f\u060c \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u06a9\u0647 \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645\u060c \u062f\u06cc\u06af\u0631 \u062f\u0631 \u0633\u0637\u062d \u0646\u0627\u0645 \u0633\u0627\u06cc\u0631 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0646\u06cc\u0633\u062a.  \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f\u060c \u0633\u062a\u0648\u0646 \u0646\u0645\u0627\u06cc\u0647\u200c\u0634\u062f\u0647 (\u00ab\u0634\u0647\u0631\u00bb\u060c \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f) \u062f\u06cc\u06af\u0631 \u0645\u0627\u0646\u0646\u062f \u0633\u062a\u0648\u0646\u200c\u0647\u0627\u06cc \u067e\u0627\u0646\u062f\u0627 \u0642\u0627\u0628\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc \u0646\u06cc\u0633\u062a\u060c \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0633\u062a\u0648\u0646 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<\/p><\/div><\/div><\/div>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0627\u06af\u0631 \u0628\u062e\u0648\u0627\u0647\u06cc\u0645 \u0631\u0648\u0634 \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0644\u0627\u0633\u06cc\u06a9 \u0631\u0627 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0633\u062a\u0648\u0646(\u0647\u0627\u06cc) \u0646\u0645\u0627\u06cc\u0647 \u0634\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0633\u062a\u0648\u0646(\u0647\u0627) \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0631\u0627 \u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">\ndf_reset = df.reset_index()\n\n\n<span class=\"hljs-built_in\">print<\/span>(df_reset)\n<\/code><\/pre>\n<p>\u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">          City Country  Population\n0     New York     USA     8623000\n1  Los Angeles     USA     4000000\n2      Chicago     USA     2716000\n3      Houston     USA     2302000\n<\/code><\/pre>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f\u060c \u0645\u0627 \u06cc\u06a9 DataFrame \u062c\u062f\u06cc\u062f \u0628\u0647 \u0646\u0627\u0645 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u0645 <code>df_reset<\/code> \u0628\u0627 \u0631\u0648\u0634 <code>reset_index()<\/code>\u060c \u06a9\u0647 \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u0647\u0627 \u0631\u0627 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<h3 id=\"sortingindexes\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%b1%d8%aa%d8%a8_%d8%b3%d8%a7%d8%b2%db%8c_%d8%b4%d8%a7%d8%ae%d8%b5_%d9%87%d8%a7\"><\/span>\u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc \u0634\u0627\u062e\u0635 \u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Pandas \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0647 \u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>sort_index()<\/code> \u0631\u0648\u0634\u06cc \u0645\u062b\u0644 \u0627\u06cc\u0646:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\ndata = {\n    <span class=\"hljs-string\">'B'<\/span>: (<span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">7<\/span>, <span class=\"hljs-number\">8<\/span>, <span class=\"hljs-number\">9<\/span>, <span class=\"hljs-number\">10<\/span>),\n    <span class=\"hljs-string\">'A'<\/span>: (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>),\n    <span class=\"hljs-string\">'C'<\/span>: (<span class=\"hljs-number\">11<\/span>, <span class=\"hljs-number\">12<\/span>, <span class=\"hljs-number\">13<\/span>, <span class=\"hljs-number\">14<\/span>, <span class=\"hljs-number\">15<\/span>)\n}\n\ndf = pd.DataFrame(data)\n\n\ndf_sorted = df.sort_index(ascending=<span class=\"hljs-literal\">False<\/span>)\n\n\n<span class=\"hljs-built_in\">print<\/span>(df_sorted)\n<\/code><\/pre>\n<p>\u0648 \u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc \u0634\u0648\u062f:<\/p>\n<pre><code class=\"hljs\">    B  A   C\n4  10  5  15\n3   9  4  14\n2   8  3  13\n1   7  2  12\n0   6  1  11\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u0645\u062a\u062f\u0648\u0644\u0648\u0698\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062d\u062a\u06cc \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0646\u0627\u0645 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u0647\u0627 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u0645\u06cc \u062f\u0647\u06cc\u0645 \u06cc\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u06cc\u06a9 \u0633\u062a\u0648\u0646 \u0631\u0627 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u062f.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0646\u0627\u0645 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u0647\u0627 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645 \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u062a\u0631\u062a\u06cc\u0628 \u0646\u0632\u0648\u0644\u06cc \u0645\u0631\u062a\u0628 \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\ndata = {\n    <span class=\"hljs-string\">'B'<\/span>: (<span class=\"hljs-number\">6<\/span>, <span class=\"hljs-number\">7<\/span>, <span class=\"hljs-number\">8<\/span>, <span class=\"hljs-number\">9<\/span>, <span class=\"hljs-number\">10<\/span>),\n    <span class=\"hljs-string\">'A'<\/span>: (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>),\n    <span class=\"hljs-string\">'C'<\/span>: (<span class=\"hljs-number\">11<\/span>, <span class=\"hljs-number\">12<\/span>, <span class=\"hljs-number\">13<\/span>, <span class=\"hljs-number\">14<\/span>, <span class=\"hljs-number\">15<\/span>)\n}\n\ndf = pd.DataFrame(data, index=(<span class=\"hljs-string\">\"row 1\"<\/span>, <span class=\"hljs-string\">\"row 2\"<\/span>, <span class=\"hljs-string\">\"row 3\"<\/span>, <span class=\"hljs-string\">\"row 4\"<\/span>, <span class=\"hljs-string\">\"row 5\"<\/span>))\n\n\ndf_sorted = df.sort_index(ascending=<span class=\"hljs-literal\">False<\/span>)\n\n\n<span class=\"hljs-built_in\">print<\/span>(df_sorted)\n<\/code><\/pre>\n<p>\u0648 \u062f\u0627\u0631\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\">        B  A   C\nrow 5  10  5  15\nrow 4   9  4  14\nrow 3   8  3  13\nrow 2   7  2  12\nrow 1   6  1  11\n<\/code><\/pre>\n<p>\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647\u060c \u0627\u0632 <code>sort_index()<\/code> \u0648 \u0639\u0628\u0648\u0631 \u06a9\u0646\u06cc\u062f <code>ascending=False<\/code> \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0628\u0647 \u0622\u0646<\/p>\n<h2 id=\"conclusions\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87_%da%af%db%8c%d8%b1%db%8c\"><\/span>\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0628\u0631\u0627\u06cc \u0641\u0647\u0631\u0633\u062a\u200c\u0628\u0646\u062f\u06cc \u0641\u0631\u06cc\u0645\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc\u0645.<\/p>\n<p>\u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u062a\u062f\u0648\u0644\u0648\u0698\u06cc\u200c\u0647\u0627 \u0646\u062a\u0627\u06cc\u062c\u06cc \u0645\u0634\u0627\u0628\u0647 \u0633\u0627\u06cc\u0631 \u0631\u0648\u0634\u200c\u0647\u0627 \u062f\u0627\u0631\u0646\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0627\u06cc\u062f \u0628\u0627 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0646 \u0646\u062a\u06cc\u062c\u0647 \u062f\u0642\u06cc\u0642\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u0647\u0646\u06af\u0627\u0645 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u0645\u0627\u0646 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u0645\u060c \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\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                        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\u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628&quot;,&quot;legend&quot;:&quot;0\\\/5 (0 \u0631\u0627\u06cc)&quot;,&quot;size&quot;:&quot;30&quot;,&quot;title&quot;:&quot;\u0642\u062f\u0631\u062a \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632\u06cc: \u0627\u0641\u0632\u0627\u06cc\u0634 \u0631\u0627\u0646\u062f\u0645\u0627\u0646 \u062c\u062f\u0627\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \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\"> 7<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0645\u0639\u0631\u0641\u06cc Pandas \u067e\u0631\u0645\u0635\u0631\u0641\u200c\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0633\u062a \u0648 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u06a9\u0646\u06cc\u0645. \u0628\u0627 \u062f\u0631\u06a9 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0624\u062b\u0631 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0646\u0645\u0627\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0633\u0631\u0639\u062a \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0628\u062d\u062b \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0645\u06cc\u0632\u0627\u0646 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u06cc\u0645. \u062f\u0631 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":9398,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1743,620],"tags":[],"class_list":["post-11930","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\/11930","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=11930"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/11930\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/9398"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=11930"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=11930"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=11930"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}