{"id":9830,"date":"2023-12-26T22:46:12","date_gmt":"2023-12-26T19:16:12","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d9%81%d9%87%d8%b1%d8%b3%d8%aa%db%8c-%d8%a7%d8%b2-%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c-%d9%87%d8%a7-%d8%b1%d8%a7-%d8%a8%d9%87-%db%8c%da%a9-dataframe-pandas-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa\/"},"modified":"2023-12-26T22:46:12","modified_gmt":"2023-12-26T19:16:12","slug":"%d9%81%d9%87%d8%b1%d8%b3%d8%aa%db%8c-%d8%a7%d8%b2-%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c-%d9%87%d8%a7-%d8%b1%d8%a7-%d8%a8%d9%87-%db%8c%da%a9-dataframe-pandas-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d9%81%d9%87%d8%b1%d8%b3%d8%aa%db%8c-%d8%a7%d8%b2-%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c-%d9%87%d8%a7-%d8%b1%d8%a7-%d8%a8%d9%87-%db%8c%da%a9-dataframe-pandas-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa\/","title":{"rendered":"\u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 DataFrame Pandas \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u062f"},"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%81%d9%87%d8%b1%d8%b3%d8%aa%db%8c-%d8%a7%d8%b2-%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c-%d9%87%d8%a7-%d8%b1%d8%a7-%d8%a8%d9%87-%db%8c%da%a9-dataframe-pandas-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa\/#%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%81%d9%87%d8%b1%d8%b3%d8%aa%db%8c-%d8%a7%d8%b2-%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c-%d9%87%d8%a7-%d8%b1%d8%a7-%d8%a8%d9%87-%db%8c%da%a9-dataframe-pandas-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa\/#%da%86%d8%b1%d8%a7_%d9%81%d9%87%d8%b1%d8%b3%d8%aa%db%8c_%d8%a7%d8%b2_%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c_%d9%87%d8%a7_%d8%b1%d8%a7_%d8%a8%d9%87_dataframe_%d8%aa%d8%a8%d8%af%db%8c%d9%84_%da%a9%d9%86%db%8c%d9%85%d8%9f\" >\u0686\u0631\u0627 \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627 \u0631\u0627 \u0628\u0647 DataFrame \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u0645\u061f<\/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%81%d9%87%d8%b1%d8%b3%d8%aa%db%8c-%d8%a7%d8%b2-%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c-%d9%87%d8%a7-%d8%b1%d8%a7-%d8%a8%d9%87-%db%8c%da%a9-dataframe-pandas-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa\/#%d8%aa%d8%a8%d8%af%db%8c%d9%84_%d9%81%d9%87%d8%b1%d8%b3%d8%aa_%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c_%d9%87%d8%a7_%d8%a8%d9%87_dataframe\" >\u062a\u0628\u062f\u06cc\u0644 \u0641\u0647\u0631\u0633\u062a \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627 \u0628\u0647 DataFrame<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%81%d9%87%d8%b1%d8%b3%d8%aa%db%8c-%d8%a7%d8%b2-%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c-%d9%87%d8%a7-%d8%b1%d8%a7-%d8%a8%d9%87-%db%8c%da%a9-dataframe-pandas-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa\/#%da%a9%d8%a7%d8%b1_%d8%a8%d8%a7_%d8%a7%d9%86%d9%88%d8%a7%d8%b9_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7%db%8c_%d9%85%d8%ae%d8%aa%d9%84%d9%81\" >\u06a9\u0627\u0631 \u0628\u0627 \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%81%d9%87%d8%b1%d8%b3%d8%aa%db%8c-%d8%a7%d8%b2-%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c-%d9%87%d8%a7-%d8%b1%d8%a7-%d8%a8%d9%87-%db%8c%da%a9-dataframe-pandas-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa\/#%d8%b1%d9%88%d8%b4_%d9%87%d8%a7%db%8c_%d8%ac%d8%a7%db%8c%da%af%d8%b2%db%8c%d9%86_%d8%a8%d8%b1%d8%a7%db%8c_%d8%aa%d8%a8%d8%af%db%8c%d9%84\" >\u0631\u0648\u0634 \u0647\u0627\u06cc \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%81%d9%87%d8%b1%d8%b3%d8%aa%db%8c-%d8%a7%d8%b2-%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c-%d9%87%d8%a7-%d8%b1%d8%a7-%d8%a8%d9%87-%db%8c%da%a9-dataframe-pandas-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa\/#%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\"> 4<\/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>\u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0627\u0647 \u0647\u0627\u06cc \u0645\u0645\u06a9\u0646 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627 \u0627\u0633\u062a.  \u0627\u0645\u0627 \u0627\u06af\u0631 \u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u0639\u0645\u0644\u06cc\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631\u06cc \u0645\u0627\u0646\u0646\u062f \u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc\u060c \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u06cc\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0622\u0645\u0627\u0631\u06cc \u0631\u0627 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f\u060c \u0686\u0647\u061f  \u0622\u0646\u062c\u0627\u0633\u062a \u06a9\u0647 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u0627\u0646 <a href=\"https:\/\/pandas.pydata.org\/\" rel=\"nofollow noopener\" target=\"_blank\">\u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/a> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0648\u0627\u0631\u062f \u0645\u06cc \u0634\u0648\u062f\u060c \u0648 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635\u060c \u0634\u06cc DataFrame.  \u062f\u0631 \u0627\u06cc\u0646 \u0628\u0627\u06cc\u062a\u060c \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627 \u0631\u0627 \u0628\u0647 DataFrame \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u0645.<\/p>\n<h2 id=\"whyconvertalistofdictionariestoadataframe\"><span class=\"ez-toc-section\" id=\"%da%86%d8%b1%d8%a7_%d9%81%d9%87%d8%b1%d8%b3%d8%aa%db%8c_%d8%a7%d8%b2_%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c_%d9%87%d8%a7_%d8%b1%d8%a7_%d8%a8%d9%87_dataframe_%d8%aa%d8%a8%d8%af%db%8c%d9%84_%da%a9%d9%86%db%8c%d9%85%d8%9f\"><\/span>\u0686\u0631\u0627 \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627 \u0631\u0627 \u0628\u0647 DataFrame \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u0645\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u067e\u0633 \u0686\u0631\u0627 \u0628\u0627\u06cc\u062f \u0644\u06cc\u0633\u062a \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 DataFrame \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u062f\u061f  \u0622\u06cc\u0627 \u0627\u06cc\u0646 \u0641\u0642\u0637 \u06cc\u06a9 \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062f\u0647 \u062f\u06cc\u06af\u0631\u06cc \u0646\u06cc\u0633\u062a\u061f  \u062e\u0648\u0628\u060c \u0628\u0644\u0647\u060c \u0627\u0645\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0627\u0633\u062a.  DataFrame \u06cc\u06a9 \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0627\u062f\u0647 \u0628\u0627 \u0628\u0631\u0686\u0633\u0628 \u062f\u0648 \u0628\u0639\u062f\u06cc \u0628\u0627 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0628\u0627\u0644\u0642\u0648\u0647 \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a.  \u0627\u0632 \u0628\u0633\u06cc\u0627\u0631\u06cc \u062c\u0647\u0627\u062a \u0634\u0628\u06cc\u0647 \u0628\u0647 \u062c\u062f\u0648\u0644 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u06cc\u0627 \u0635\u0641\u062d\u0647 \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u06a9\u0633\u0644 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0648 \u0628\u0627 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0645\u06cc \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0632\u0627\u06cc\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 DataFrame \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0622\u0646 \u0627\u0633\u062a.  \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0647\u0645\u06af\u0646 \u0648 \u0646\u0627\u0647\u0645\u06af\u0646 \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u062f.  \u0627\u06cc\u0646 \u0628\u062f\u0627\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u062f\u0631 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u06cc\u06a9 DataFrame \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2 id=\"convertingalistofdictionariestoadataframe\"><span class=\"ez-toc-section\" id=\"%d8%aa%d8%a8%d8%af%db%8c%d9%84_%d9%81%d9%87%d8%b1%d8%b3%d8%aa_%d8%af%db%8c%da%a9%d8%b4%d9%86%d8%b1%db%8c_%d9%87%d8%a7_%d8%a8%d9%87_dataframe\"><\/span>\u062a\u0628\u062f\u06cc\u0644 \u0641\u0647\u0631\u0633\u062a \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627 \u0628\u0647 DataFrame<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0647 \u0644\u0637\u0641 \u0628\u0635\u0631\u06cc \u0628\u0648\u062f\u0646 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\u060c \u062a\u0628\u062f\u06cc\u0644 \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0628\u0647 DataFrame \u0628\u0647 \u0637\u0631\u0632 \u0634\u06af\u0641\u062a \u0627\u0646\u06af\u06cc\u0632\u06cc \u0622\u0633\u0627\u0646 \u0627\u0633\u062a.  \u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u0645 <code>pandas<\/code> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647  \u0627\u06af\u0631 \u0647\u0646\u0648\u0632 \u0622\u0646 \u0631\u0627 \u0646\u0635\u0628 \u0646\u06a9\u0631\u062f\u0647 \u0627\u06cc\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f <code>pip install pandas<\/code>.<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">$<\/span><span class=\"bash\"> pip install pandas<\/span>\n<\/code><\/pre>\n<p>\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u0627\u0632 \u06cc\u06a9 \u0644\u06cc\u0633\u062a \u0633\u0627\u062f\u0647 \u0627\u0632 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0647\u0631 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0641\u0631\u062f\u06cc \u0631\u0627 \u0628\u0627 \u0646\u0627\u0645 \u0648 \u0633\u0646 \u062e\u0648\u062f \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<pre><code class=\"hljs\">people = (\n    {<span class=\"hljs-string\">\"name\"<\/span>: <span class=\"hljs-string\">\"Alice\"<\/span>, <span class=\"hljs-string\">\"age\"<\/span>: <span class=\"hljs-number\">25<\/span>},\n    {<span class=\"hljs-string\">\"name\"<\/span>: <span class=\"hljs-string\">\"Bob\"<\/span>, <span class=\"hljs-string\">\"age\"<\/span>: <span class=\"hljs-number\">30<\/span>},\n    {<span class=\"hljs-string\">\"name\"<\/span>: <span class=\"hljs-string\">\"Charlie\"<\/span>, <span class=\"hljs-string\">\"age\"<\/span>: <span class=\"hljs-number\">35<\/span>}\n)\n<\/code><\/pre>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0627\u06cc\u0646 \u0644\u06cc\u0633\u062a \u0628\u0647 DataFrame\u060c \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0622\u0646 \u0631\u0627 \u0628\u0647 <code>pd.DataFrame()<\/code> \u062a\u0627\u0628\u0639.<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\ndf = pd.DataFrame(people)\n\n<span class=\"hljs-built_in\">print<\/span>(df)\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0628\u0647 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<pre><code class=\"hljs\">      name  age\n0    Alice   25\n1      Bob   30\n2  Charlie   35\n<\/code><\/pre>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f\u060c \u0647\u0631 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u062f\u0631 \u0644\u06cc\u0633\u062a \u0628\u0647 \u06cc\u06a9 \u0631\u062f\u06cc\u0641 \u062f\u0631 DataFrame \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627 \u0628\u0647 \u0646\u0627\u0645 \u0633\u062a\u0648\u0646 \u0647\u0627 \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0646\u062f.<\/p>\n<h2 id=\"workingwithdifferentdatatypes\"><span class=\"ez-toc-section\" id=\"%da%a9%d8%a7%d8%b1_%d8%a8%d8%a7_%d8%a7%d9%86%d9%88%d8%a7%d8%b9_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7%db%8c_%d9%85%d8%ae%d8%aa%d9%84%d9%81\"><\/span>\u06a9\u0627\u0631 \u0628\u0627 \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0631\u06cc\u062f \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u06af\u0641\u062a\u06cc\u0645 DataFrames \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u062f\u0631 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u062f\u061f  \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0622\u0632\u0645\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u0645.  \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u0644\u063a\u062a \u0646\u0627\u0645\u0647 \u0647\u0627 \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u0647\u0631 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u06a9\u062a\u0627\u0628 \u0627\u0633\u062a.  \u0647\u0631 \u06a9\u062a\u0627\u0628 \u062f\u0627\u0631\u0627\u06cc \u0639\u0646\u0648\u0627\u0646\u060c \u0646\u0648\u06cc\u0633\u0646\u062f\u0647\u060c \u0633\u0627\u0644 \u0627\u0646\u062a\u0634\u0627\u0631 \u0648 \u0642\u06cc\u0645\u062a \u0627\u0633\u062a.<\/p>\n<pre><code class=\"hljs\">books = (\n    {<span class=\"hljs-string\">\"title\"<\/span>: <span class=\"hljs-string\">\"To Kill a Mockingbird\"<\/span>, <span class=\"hljs-string\">\"author\"<\/span>: <span class=\"hljs-string\">\"Harper Lee\"<\/span>, <span class=\"hljs-string\">\"year\"<\/span>: <span class=\"hljs-number\">1960<\/span>, <span class=\"hljs-string\">\"price\"<\/span>: <span class=\"hljs-number\">7.99<\/span>},\n    {<span class=\"hljs-string\">\"title\"<\/span>: <span class=\"hljs-string\">\"1984\"<\/span>, <span class=\"hljs-string\">\"author\"<\/span>: <span class=\"hljs-string\">\"George Orwell\"<\/span>, <span class=\"hljs-string\">\"year\"<\/span>: <span class=\"hljs-number\">1949<\/span>, <span class=\"hljs-string\">\"price\"<\/span>: <span class=\"hljs-number\">8.99<\/span>},\n    {<span class=\"hljs-string\">\"title\"<\/span>: <span class=\"hljs-string\">\"The Great Gatsby\"<\/span>, <span class=\"hljs-string\">\"author\"<\/span>: <span class=\"hljs-string\">\"F. Scott Fitzgerald\"<\/span>, <span class=\"hljs-string\">\"year\"<\/span>: <span class=\"hljs-number\">1925<\/span>, <span class=\"hljs-string\">\"price\"<\/span>: <span class=\"hljs-number\">10.99<\/span>}\n)\n<\/code><\/pre>\n<p>\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u0644\u06cc\u0633\u062a \u0631\u0627 \u062f\u0642\u06cc\u0642\u0627\u064b \u0628\u0647 \u0647\u0645\u0627\u0646 \u0631\u0648\u0634 \u0642\u0628\u0644\u06cc \u0628\u0647 DataFrame \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u0645.<\/p>\n<pre><code class=\"hljs\">df = pd.DataFrame(books)\n\n<span class=\"hljs-built_in\">print<\/span>(df)\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0628\u0647 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f:<\/p>\n<pre><code class=\"hljs\">                   title               author  year  price\n0  To Kill a Mockingbird           Harper Lee  1960   7.99\n1                   1984        George Orwell  1949   8.99\n2       The Great Gatsby  F. Scott Fitzgerald  1925  10.99\n<\/code><\/pre>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u06cc \u0628\u06cc\u0646\u06cc\u062f\u060c DataFrame \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u062f\u0648\u0646 \u0647\u06cc\u0686 \u0645\u0634\u06a9\u0644\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.  \u0631\u0627 <code>year<\/code> \u0633\u062a\u0648\u0646 \u0634\u0627\u0645\u0644 \u0627\u0639\u062f\u0627\u062f \u0635\u062d\u06cc\u062d\u060c the <code>price<\/code> \u0633\u062a\u0648\u0646 \u0634\u0627\u0645\u0644 \u0634\u0646\u0627\u0648\u0631\u0647\u0627 \u0648 <code>title<\/code> \u0648 <code>author<\/code> \u0633\u062a\u0648\u0646 \u0647\u0627 \u0634\u0627\u0645\u0644 \u0631\u0634\u062a\u0647 \u0647\u0627 \u0647\u0633\u062a\u0646\u062f.  \u0627\u06cc\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u062f\u0644\u0627\u06cc\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 DataFrames \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0648 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631 \u0627\u0633\u062a.  \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0648\u0638\u0627\u06cc\u0641 \u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 <em>\u0641\u0642\u0637 \u06a9\u0627\u0631<\/em>.<\/p>\n<h2 id=\"alternativemethodsforconversion\"><span class=\"ez-toc-section\" id=\"%d8%b1%d9%88%d8%b4_%d9%87%d8%a7%db%8c_%d8%ac%d8%a7%db%8c%da%af%d8%b2%db%8c%d9%86_%d8%a8%d8%b1%d8%a7%db%8c_%d8%aa%d8%a8%d8%af%db%8c%d9%84\"><\/span>\u0631\u0648\u0634 \u0647\u0627\u06cc \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0627\u0632\u0646\u062f\u0647 DataFrame \u0631\u0627\u06cc\u062c \u062a\u0631\u06cc\u0646 \u0631\u0627\u0647 \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627 \u0628\u0647 DataFrame \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0627\u0633\u062a\u060c \u0686\u0646\u062f \u0631\u0648\u0634 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u062e\u0627\u0635 \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f.<\/p>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>json_normalize<\/code> \u062a\u0627\u0628\u0639 \u0627\u0632 <code>pandas.io.json<\/code> \u0645\u062f\u0648\u0644.  \u0627\u06cc\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u06cc\u0642 \u062a\u0648 \u062f\u0631 \u062a\u0648 \u0634\u0628\u06cc\u0647 JSON \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0628\u0631\u062e\u0648\u0631\u062f \u0628\u0627 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u062f\u0631\u0647\u0645\u200c\u0622\u0645\u06cc\u0632\u060c \u0646\u062c\u0627\u062a\u200c\u0628\u062e\u0634 \u0628\u0627\u0634\u062f.<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">from<\/span> pandas <span class=\"hljs-keyword\">import<\/span> json_normalize\n\ndata = (\n    {<span class=\"hljs-string\">'name'<\/span>: <span class=\"hljs-string\">'John'<\/span>, <span class=\"hljs-string\">'age'<\/span>: <span class=\"hljs-number\">28<\/span>, <span class=\"hljs-string\">'job'<\/span>: <span class=\"hljs-string\">'Teacher'<\/span>},\n    {<span class=\"hljs-string\">'name'<\/span>: <span class=\"hljs-string\">'Mike'<\/span>, <span class=\"hljs-string\">'age'<\/span>: <span class=\"hljs-number\">30<\/span>, <span class=\"hljs-string\">'job'<\/span>: <span class=\"hljs-string\">'Engineer'<\/span>},\n    {<span class=\"hljs-string\">'name'<\/span>: <span class=\"hljs-string\">'Emily'<\/span>, <span class=\"hljs-string\">'age'<\/span>: <span class=\"hljs-number\">22<\/span>, <span class=\"hljs-string\">'job'<\/span>: <span class=\"hljs-string\">'Doctor'<\/span>}\n)\n\ndf = json_normalize(data)\n\n<span class=\"hljs-built_in\">print<\/span>(df)\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u0634\u062a:<\/p>\n<pre><code class=\"hljs\">    name  age       job\n0   John   28   Teacher\n1   Mike   30  Engineer\n2  Emily   22    Doctor\n<\/code><\/pre>\n<p>\u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0632\u0645\u0627\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc JSON \u0645\u0627\u0646\u0646\u062f \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0631\u0648\u0634 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u062f\u06cc\u06af\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>from_records<\/code> \u0639\u0645\u0644\u06a9\u0631\u062f DataFrame  \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0634\u0645\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u0627\u0641\u062a\u0647 \u0645\u0627\u0646\u0646\u062f \u0622\u0631\u0627\u06cc\u0647 NumPy \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u0627\u0641\u062a\u0647 \u06cc\u0627 \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u062a\u0627\u067e\u0644\u200c\u0647\u0627 \u0647\u0633\u062a\u0646\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/p>\n<pre><code class=\"hljs\">data = (\n    (<span class=\"hljs-string\">'John'<\/span>, <span class=\"hljs-number\">28<\/span>, <span class=\"hljs-string\">'Teacher'<\/span>),\n    (<span class=\"hljs-string\">'Mike'<\/span>, <span class=\"hljs-number\">30<\/span>, <span class=\"hljs-string\">'Engineer'<\/span>),\n    (<span class=\"hljs-string\">'Emily'<\/span>, <span class=\"hljs-number\">22<\/span>, <span class=\"hljs-string\">'Doctor'<\/span>)\n)\n\ndf = pd.DataFrame.from_records(data, columns=(<span class=\"hljs-string\">'name'<\/span>, <span class=\"hljs-string\">'age'<\/span>, <span class=\"hljs-string\">'job'<\/span>))\n\n<span class=\"hljs-built_in\">print<\/span>(df)\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc \u0645\u0627\u0646\u0646\u062f \u0631\u0648\u0634 \u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.  \u062a\u0646\u0647\u0627 \u06a9\u0627\u0631\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0627\u062f\u06cc\u0645 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0646\u0627\u0645 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0631\u0627 \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u0645.<\/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 \u0628\u0627\u06cc\u062a\u060c \u0646\u062d\u0648\u0647 \u062a\u0628\u062f\u06cc\u0644 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627 \u0628\u0647 DataFrame \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f\u06cc\u0645.  \u0645\u0627 \u0628\u0627 \u0645\u062a\u062f\u0627\u0648\u0644 \u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0627\u0632\u0646\u062f\u0647 DataFrame \u0634\u0631\u0648\u0639 \u06a9\u0631\u062f\u06cc\u0645 \u0648 \u0633\u067e\u0633 \u0628\u0647 \u0686\u0646\u062f \u0631\u0648\u0634 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0646\u06af\u0627\u0647 \u06a9\u0631\u062f\u06cc\u0645 &#8211; <code>json_normalize<\/code> \u0648 <code>from_records<\/code>.  \u0628\u0631\u0627\u06cc \u062a\u0633\u0644\u0637 \u0628\u0631 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0628\u0627\u06cc\u062f \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0632\u06cc\u0631\u0628\u0646\u0627\u06cc\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u062f\u0627\u0646\u06cc\u062f \u0648 \u0628\u062f\u0627\u0646\u06cc\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u06cc \u0645\u0627\u0646\u0646\u062f \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.  \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u06a9\u0644\u0627\u06cc\u0648 \u0647\u0627\u0645\u0628\u06cc \u0632\u0645\u0627\u0646\u06cc \u06af\u0641\u062a: &#8220;\u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0648\u063a\u0646 \u062c\u062f\u06cc\u062f \u0647\u0633\u062a\u0646\u062f\u060c \u0627\u0645\u0627 \u0627\u06af\u0631 \u062a\u0635\u0641\u06cc\u0647 \u0646\u0634\u062f\u0647 \u0628\u0627\u0634\u0646\u062f\u060c \u0648\u0627\u0642\u0639\u0627 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0622\u0646\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.&#8221;  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0647 \u0627\u0635\u0644\u0627\u062d \u0645\u0647\u0627\u0631\u062a \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u062e\u0648\u062f \u0627\u062f\u0627\u0645\u0647 \u062f\u0647\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                    <\/script><br \/>\n<br \/><br \/>\n<br \/>\u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u062f\u0631 1402-12-26 22:46:07<br \/>\n<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;9830&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628&quot;,&quot;legend&quot;:&quot;0\\\/5 (0 \u0631\u0627\u06cc)&quot;,&quot;size&quot;:&quot;30&quot;,&quot;title&quot;:&quot;\u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 DataFrame Pandas \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u062f&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\"> 4<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0645\u0639\u0631\u0641\u06cc \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0627\u0647 \u0647\u0627\u06cc \u0645\u0645\u06a9\u0646 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627 \u0627\u0633\u062a. \u0627\u0645\u0627 \u0627\u06af\u0631 \u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u0639\u0645\u0644\u06cc\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631\u06cc \u0645\u0627\u0646\u0646\u062f \u0645\u0631\u062a\u0628 \u0633\u0627\u0632\u06cc\u060c \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0631\u062f\u0646 \u06cc\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0622\u0645\u0627\u0631\u06cc \u0631\u0627 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f\u060c \u0686\u0647\u061f \u0622\u0646\u062c\u0627\u0633\u062a \u06a9\u0647 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u0627\u0646 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 [&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":[2350,2475,2504,1747,1751,1776,1807,1744,2363,2503,1803,2502,1806,1752,1765,1745,1813],"class_list":["post-9830","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","category-programming","tag-2350","tag-dataframe","tag-pandas","tag-python-vps","tag-1751","tag-1776","tag-1807","tag-1744","tag-2363","tag-2503","tag-1803","tag-2502","tag-1806","tag-1752","tag-1765","tag-1745","tag-1813"],"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/9830","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=9830"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/9830\/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=9830"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=9830"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=9830"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}