{"id":11762,"date":"2023-12-30T07:21:09","date_gmt":"2023-12-30T03:51:09","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d8%b1%d9%88%d8%b4-%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8-%d8%b3%d8%aa%d9%88%d9%86-%d9%87%d8%a7-%d8%af%d8%b1-pandas-based-%d8%b1%d9%88%db%8c-%db%8c%da%a9-%d9%be%db%8c%d8%b4%d9%88%d9%86%d8%af-%d8%b1\/"},"modified":"2023-12-30T07:21:09","modified_gmt":"2023-12-30T03:51:09","slug":"%d8%b1%d9%88%d8%b4-%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8-%d8%b3%d8%aa%d9%88%d9%86-%d9%87%d8%a7-%d8%af%d8%b1-pandas-based-%d8%b1%d9%88%db%8c-%db%8c%da%a9-%d9%be%db%8c%d8%b4%d9%88%d9%86%d8%af-%d8%b1","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d8%b1%d9%88%d8%b4-%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8-%d8%b3%d8%aa%d9%88%d9%86-%d9%87%d8%a7-%d8%af%d8%b1-pandas-based-%d8%b1%d9%88%db%8c-%db%8c%da%a9-%d9%be%db%8c%d8%b4%d9%88%d9%86%d8%af-%d8%b1\/","title":{"rendered":"\u0631\u0648\u0634 \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627 \u062f\u0631 Pandas Based \u0631\u0648\u06cc \u06cc\u06a9 \u067e\u06cc\u0634\u0648\u0646\u062f \u0631\u0634\u062a\u0647"},"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\/%d8%b1%d9%88%d8%b4-%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8-%d8%b3%d8%aa%d9%88%d9%86-%d9%87%d8%a7-%d8%af%d8%b1-pandas-based-%d8%b1%d9%88%db%8c-%db%8c%da%a9-%d9%be%db%8c%d8%b4%d9%88%d9%86%d8%af-%d8%b1\/#%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\/%d8%b1%d9%88%d8%b4-%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8-%d8%b3%d8%aa%d9%88%d9%86-%d9%87%d8%a7-%d8%af%d8%b1-pandas-based-%d8%b1%d9%88%db%8c-%db%8c%da%a9-%d9%be%db%8c%d8%b4%d9%88%d9%86%d8%af-%d8%b1\/#%d9%87%d9%85%d9%87_%d8%b3%d8%aa%d9%88%d9%86_%d9%87%d8%a7%db%8c%db%8c_%da%a9%d9%87_%d8%a8%d8%a7_%db%8c%da%a9_%d8%b1%d8%b4%d8%aa%d9%87_%d8%af%d8%a7%d8%af%d9%87_%d8%b4%d8%af%d9%87_%d8%b4%d8%b1%d9%88%d8%b9_%d9%85%db%8c_%d8%b4%d9%88%d9%86%d8%af_%d8%b1%d8%a7_%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8_%da%a9%d9%86%db%8c%d8%af\" >\u0647\u0645\u0647 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0627 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0634\u0631\u0648\u0639 \u0645\u06cc \u0634\u0648\u0646\u062f \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<\/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\/%d8%b1%d9%88%d8%b4-%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8-%d8%b3%d8%aa%d9%88%d9%86-%d9%87%d8%a7-%d8%af%d8%b1-pandas-based-%d8%b1%d9%88%db%8c-%db%8c%da%a9-%d9%be%db%8c%d8%b4%d9%88%d9%86%d8%af-%d8%b1\/#%d8%a7%db%8c%d8%ac%d8%a7%d8%af_%db%8c%da%a9_%d8%b3%d8%b1%db%8c_%d8%a8%d8%b1%d8%a7%db%8c_%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8_%d8%b3%d8%aa%d9%88%d9%86_%d9%87%d8%a7\" >\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0633\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627<\/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\/%d8%b1%d9%88%d8%b4-%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8-%d8%b3%d8%aa%d9%88%d9%86-%d9%87%d8%a7-%d8%af%d8%b1-pandas-based-%d8%b1%d9%88%db%8c-%db%8c%da%a9-%d9%be%db%8c%d8%b4%d9%88%d9%86%d8%af-%d8%b1\/#%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%da%a9%d8%b1%d8%af%d9%86_dataframeloc_%d8%a8%d8%b1%d8%a7%db%8c_%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8_%d8%b3%d8%aa%d9%88%d9%86_%d9%87%d8%a7\" >\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0646 DataFrame.loc \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627<\/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\/%d8%b1%d9%88%d8%b4-%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8-%d8%b3%d8%aa%d9%88%d9%86-%d9%87%d8%a7-%d8%af%d8%b1-pandas-based-%d8%b1%d9%88%db%8c-%db%8c%da%a9-%d9%be%db%8c%d8%b4%d9%88%d9%86%d8%af-%d8%b1\/#%d8%a7%d8%b9%d9%85%d8%a7%d9%84_%da%a9%d8%b1%d8%af%d9%86_dataframefilter_%d8%a8%d8%b1%d8%a7%db%8c_%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8_%d8%b3%d8%aa%d9%88%d9%86\" >\u0627\u0639\u0645\u0627\u0644 \u06a9\u0631\u062f\u0646 DataFrame.filter() \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646<\/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\/%d8%b1%d9%88%d8%b4-%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8-%d8%b3%d8%aa%d9%88%d9%86-%d9%87%d8%a7-%d8%af%d8%b1-pandas-based-%d8%b1%d9%88%db%8c-%db%8c%da%a9-%d9%be%db%8c%d8%b4%d9%88%d9%86%d8%af-%d8%b1\/#%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\"> 3<\/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 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a.  \u06cc\u06a9\u06cc \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0644\u0627\u0632\u0645 \u0628\u0627\u0634\u062f \u0647\u0646\u06af\u0627\u0645 \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f\u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0627\u0633\u062a \u0631\u0648\u06cc \u067e\u06cc\u0634\u0648\u0646\u062f \u0631\u0634\u062a\u0647 \u0622\u0646\u0647\u0627  \u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0632\u0645\u0627\u0646\u06cc \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f \u06a9\u0647 \u06cc\u06a9 DataFrame \u0628\u0632\u0631\u06af \u062f\u0627\u0631\u06cc\u062f \u0648 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u062a\u0645\u0631\u06a9\u0632 \u06a9\u0646\u06cc\u062f \u0631\u0648\u06cc \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc \u062e\u0627\u0635\u06cc \u06a9\u0647 \u06cc\u06a9 \u067e\u06cc\u0634\u0648\u0646\u062f \u0645\u0634\u062a\u0631\u06a9 \u062f\u0627\u0631\u0646\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0628\u0627\u06cc\u062a\u060c \u0686\u0646\u062f \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u0647\u062f\u0641 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0633\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 <code>DataFrame.loc<\/code>.<\/p>\n<h2 id=\"selectallcolumnsstartingwithagivenstring\"><span class=\"ez-toc-section\" id=\"%d9%87%d9%85%d9%87_%d8%b3%d8%aa%d9%88%d9%86_%d9%87%d8%a7%db%8c%db%8c_%da%a9%d9%87_%d8%a8%d8%a7_%db%8c%da%a9_%d8%b1%d8%b4%d8%aa%d9%87_%d8%af%d8%a7%d8%af%d9%87_%d8%b4%d8%af%d9%87_%d8%b4%d8%b1%d9%88%d8%b9_%d9%85%db%8c_%d8%b4%d9%88%d9%86%d8%af_%d8%b1%d8%a7_%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8_%da%a9%d9%86%db%8c%d8%af\"><\/span>\u0647\u0645\u0647 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0627 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0634\u0631\u0648\u0639 \u0645\u06cc \u0634\u0648\u0646\u062f \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0627 \u06cc\u06a9 DataFrame \u0633\u0627\u062f\u0647 \u0634\u0631\u0648\u0639 \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\">'item1'<\/span>: (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>),\n    <span class=\"hljs-string\">'item2'<\/span>: (<span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>, <span class=\"hljs-number\">6<\/span>),\n    <span class=\"hljs-string\">'stuff1'<\/span>: (<span class=\"hljs-number\">7<\/span>, <span class=\"hljs-number\">8<\/span>, <span class=\"hljs-number\">9<\/span>),\n    <span class=\"hljs-string\">'stuff2'<\/span>: (<span class=\"hljs-number\">10<\/span>, <span class=\"hljs-number\">11<\/span>, <span class=\"hljs-number\">12<\/span>)\n}\ndf = pd.DataFrame(data)\n<span class=\"hljs-built_in\">print<\/span>(df)\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<pre><code class=\"hljs\">   item1  item2  stuff1  stuff2\n0      1      4       7      10\n1      2      5       8      11\n2      3      6       9      12\n<\/code><\/pre>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0627 &#8220;\u0627\u0642\u0644\u0627\u0645&#8221; \u0634\u0631\u0648\u0639 \u0645\u06cc \u0634\u0648\u0646\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u062f\u0631\u06a9 \u0644\u06cc\u0633\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\">selected_columns = (column <span class=\"hljs-keyword\">for<\/span> column <span class=\"hljs-keyword\">in<\/span> df.columns <span class=\"hljs-keyword\">if<\/span> column.startswith(<span class=\"hljs-string\">'item'<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(df(selected_columns))\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<pre><code class=\"hljs\">   item1  item2\n0      1      4\n1      2      5\n2      3      6\n<\/code><\/pre>\n<h2 id=\"creatingaseriestoselectcolumns\"><span class=\"ez-toc-section\" id=\"%d8%a7%db%8c%d8%ac%d8%a7%d8%af_%db%8c%da%a9_%d8%b3%d8%b1%db%8c_%d8%a8%d8%b1%d8%a7%db%8c_%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8_%d8%b3%d8%aa%d9%88%d9%86_%d9%87%d8%a7\"><\/span>\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0633\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0631\u0648\u0634 \u062f\u06cc\u06af\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0631\u0648\u06cc \u067e\u06cc\u0634\u0648\u0646\u062f \u0631\u0634\u062a\u0647 \u0622\u0646\u0647\u0627 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0634\u06cc\u0621 \u0633\u0631\u06cc \u0627\u0632 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc DataFrame \u0648 \u0633\u067e\u0633 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a <code>str.startswith()<\/code> \u0631\u0648\u0634.  \u0627\u06cc\u0646 \u0631\u0648\u0634 \u06cc\u06a9 \u0633\u0631\u06cc \u0628\u0648\u0644\u06cc \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 a <code>True<\/code> \u0645\u0642\u062f\u0627\u0631 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0646\u0627\u0645 \u0633\u062a\u0648\u0646 \u0628\u0627 \u0631\u0634\u062a\u0647 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u0634\u0631\u0648\u0639 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<pre><code class=\"hljs\">selected_columns = pd.Series(df.columns).<span class=\"hljs-built_in\">str<\/span>.startswith(<span class=\"hljs-string\">'item'<\/span>)\n<span class=\"hljs-built_in\">print<\/span>(df.loc(:, selected_columns))\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<pre><code class=\"hljs\">   item1  item2\n0      1      4\n1      2      5\n2      3      6\n<\/code><\/pre>\n<h2 id=\"usingdataframeloctoselectcolumns\">\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0646 <em>DataFrame.loc<\/em> \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627<\/h2>\n<p>\u0627\u06cc\u0646 <code>DataFrame.loc<\/code> \u0631\u0648\u0634 \u062f\u0631 \u062f\u0631\u062c\u0647 \u0627\u0648\u0644 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0628\u0631\u0686\u0633\u0628 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0627 \u0622\u0631\u0627\u06cc\u0647 \u0628\u0648\u0644\u06cc \u0646\u06cc\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f.  \u0627\u06cc\u0646 <code>ix<\/code> \u0627\u06cc\u0646\u062f\u06a9\u0633\u0631 \u0628\u0631\u0627\u06cc DataFrame \u0627\u06a9\u0646\u0648\u0646 \u0645\u0646\u0633\u0648\u062e \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u062f\u0627\u0631\u0627\u06cc \u062a\u0639\u062f\u0627\u062f\u06cc \u0645\u0634\u06a9\u0644\u0627\u062a \u0627\u0633\u062a. <code>.loc<\/code> \u0627\u0644\u0641 \u0631\u0627 \u0628\u0627\u0644\u0627 \u062e\u0648\u0627\u0647\u062f \u0628\u0631\u062f <code>KeyError<\/code> \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0622\u06cc\u062a\u0645 \u0647\u0627 \u067e\u06cc\u062f\u0627 \u0646\u0645\u06cc \u0634\u0648\u0646\u062f<\/p>\n<p>\u0628\u0647 \u0645\u062b\u0627\u0644 \u0632\u06cc\u0631 \u062a\u0648\u062c\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\">selected_columns = df.columns(df.columns.<span class=\"hljs-built_in\">str<\/span>.startswith(<span class=\"hljs-string\">'item'<\/span>))\n<span class=\"hljs-built_in\">print<\/span>(df.loc(:, selected_columns))\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<pre><code class=\"hljs\">   item1  item2\n0      1      4\n1      2      5\n2      3      6\n<\/code><\/pre>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627\u060c \u0627\u0628\u062a\u062f\u0627 \u06cc\u06a9 \u0622\u0631\u0627\u06cc\u0647 \u0628\u0648\u0644\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0647\u0633\u062a <code>True<\/code> \u0628\u0631\u0627\u06cc \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0627 &#8220;\u0627\u0642\u0644\u0627\u0645&#8221; \u0634\u0631\u0648\u0639 \u0645\u06cc \u0634\u0648\u0646\u062f.  \u0633\u067e\u0633 \u0627\u0632 \u0627\u06cc\u0646 \u0622\u0631\u0627\u06cc\u0647 \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647 \u0627\u0632 DataFrame \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>.loc<\/code> \u0646\u0645\u0627\u06cc\u0647 \u0633\u0627\u0632  \u0627\u06cc\u0646 \u0631\u0648\u0634 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u0627\u0633\u062a\u060c \u0628\u0647 \u062e\u0635\u0648\u0635 \u0628\u0631\u0627\u06cc DataFrame \u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u060c \u0632\u06cc\u0631\u0627 \u0627\u0632 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0644\u06cc\u0633\u062a \u06cc\u0627 \u0633\u0631\u06cc \u0645\u06cc\u0627\u0646\u06cc \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h2 id=\"applyingdataframefilterforcolumnselection\"><span class=\"ez-toc-section\" id=\"%d8%a7%d8%b9%d9%85%d8%a7%d9%84_%da%a9%d8%b1%d8%af%d9%86_dataframefilter_%d8%a8%d8%b1%d8%a7%db%8c_%d8%a7%d9%86%d8%aa%d8%ae%d8%a7%d8%a8_%d8%b3%d8%aa%d9%88%d9%86\"><\/span>\u0627\u0639\u0645\u0627\u0644 \u06a9\u0631\u062f\u0646 <em>DataFrame.filter()<\/em> \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u06cc\u0646 <code>filter()<\/code> \u062a\u0627\u0628\u0639 \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 DataFrame \u06cc\u06a9 \u0631\u0648\u0634 \u0645\u0646\u0639\u0637\u0641 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u0631\u0648\u06cc \u0646\u0627\u0645 \u0622\u0646\u0647\u0627  \u0628\u0647 \u0648\u06cc\u0698\u0647 \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0628\u0631\u062e\u0648\u0631\u062f \u0628\u0627 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0628\u0627 \u0633\u062a\u0648\u0646 \u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a.<\/p>\n<p>\u0627\u06cc\u0646 <code>filter()<\/code> \u062a\u0627\u0628\u0639 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0633\u062a\u0648\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u0645 \u0631\u0648\u06cc \u0628\u0631\u0686\u0633\u0628 \u0647\u0627\u06cc \u0622\u0646\u0647\u0627  \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 <code>like<\/code> \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0628\u0631\u0627\u06cc \u062a\u0639\u06cc\u06cc\u0646 \u0627\u0644\u06af\u0648\u06cc \u0631\u0634\u062a\u0647 \u0627\u06cc \u06a9\u0647 \u0628\u0627 \u0646\u0627\u0645 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0631\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u06af\u0631 \u0628\u062e\u0648\u0627\u0647\u06cc\u0645 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u0645 \u0631\u0648\u06cc \u06cc\u06a9 \u067e\u06cc\u0634\u0648\u0646\u062f \u0631\u0634\u062a\u0647\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 <code>regex<\/code> \u067e\u0627\u0631\u0627\u0645\u062a\u0631.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\n\n\ndf = pd.DataFrame({\n    <span class=\"hljs-string\">'product_id'<\/span>: (<span class=\"hljs-number\">101<\/span>, <span class=\"hljs-number\">102<\/span>, <span class=\"hljs-number\">103<\/span>, <span class=\"hljs-number\">104<\/span>),\n    <span class=\"hljs-string\">'product_name'<\/span>: (<span class=\"hljs-string\">'apple'<\/span>, <span class=\"hljs-string\">'banana'<\/span>, <span class=\"hljs-string\">'cherry'<\/span>, <span class=\"hljs-string\">'date'<\/span>),\n    <span class=\"hljs-string\">'product_price'<\/span>: (<span class=\"hljs-number\">1.2<\/span>, <span class=\"hljs-number\">0.5<\/span>, <span class=\"hljs-number\">0.75<\/span>, <span class=\"hljs-number\">1.3<\/span>),\n    <span class=\"hljs-string\">'product_weight'<\/span>: (<span class=\"hljs-number\">150<\/span>, <span class=\"hljs-number\">120<\/span>, <span class=\"hljs-number\">50<\/span>, <span class=\"hljs-number\">60<\/span>)\n})\n\n\ndf_filtered = df.<span class=\"hljs-built_in\">filter<\/span>(regex=<span class=\"hljs-string\">'^product'<\/span>)\n\n<span class=\"hljs-built_in\">print<\/span>(df_filtered)\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\">   product_id product_name  product_price  product_weight\n0         101        apple           1.20             150\n1         102       banana           0.50             120\n2         103       cherry           0.75              50\n3         104         date           1.30              60\n<\/code><\/pre>\n<p>\u062f\u0631 \u06a9\u062f \u0628\u0627\u0644\u0627\u060c <code>^<\/code> \u0646\u0645\u0627\u062f \u06cc\u06a9 \u0639\u0628\u0627\u0631\u062a \u0645\u0646\u0638\u0645 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0634\u0631\u0648\u0639 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0631\u062f.  \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u060c <code>'^product'<\/code> \u062a\u0645\u0627\u0645 \u0646\u0627\u0645 \u0633\u062a\u0648\u0646\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0627 \u00ab\u0645\u062d\u0635\u0648\u0644\u00bb \u0634\u0631\u0648\u0639 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0645\u0637\u0627\u0628\u0642\u062a \u062e\u0648\u0627\u0647\u062f \u062f\u0627\u0634\u062a.<\/p>\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>\u0628\u0639\u062f:<\/strong> \u0627\u06cc\u0646 <code>filter()<\/code> \u062a\u0627\u0628\u0639 \u06cc\u06a9 DataFrame \u062c\u062f\u06cc\u062f \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0627 DataFrame \u0627\u0635\u0644\u06cc \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0645\u06cc \u06af\u0630\u0627\u0631\u062f.  \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0647\u0631 \u06af\u0648\u0646\u0647 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0631 DataFrame \u062c\u062f\u06cc\u062f \u0627\u0646\u062c\u0627\u0645 \u062e\u0648\u0627\u0647\u062f \u0634\u062f <strong>\u0646\u0647<\/strong> DataFrame \u0627\u0635\u0644\u06cc \u0631\u0627 \u062a\u062d\u062a \u062a\u0623\u062b\u06cc\u0631 \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<\/p><\/div><\/div><\/div>\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 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646\u200c\u0647\u0627 \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u06cc DataFrame \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f\u06cc\u0645 \u0631\u0648\u06cc \u06cc\u06a9 \u067e\u06cc\u0634\u0648\u0646\u062f \u0631\u0634\u062a\u0647  \u0645\u0627 \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0633\u0631\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u0648 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645\u060c \u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 <code>DataFrame.loc<\/code> \u062a\u0627\u0628\u0639 \u0648 \u0631\u0648\u0634 \u0627\u0639\u0645\u0627\u0644 <code>DataFrame.filter()<\/code> \u062a\u0627\u0628\u0639.  \u0627\u0644\u0628\u062a\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627 \u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u0648\u0627\u0631\u062f \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062e\u0627\u0635 \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0631\u0646\u062f.  \u0627\u0646\u062a\u062e\u0627\u0628 \u0631\u0648\u0634 \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f \u0631\u0648\u06cc \u0627\u0644\u0632\u0627\u0645\u0627\u062a \u062e\u0627\u0635 \u06a9\u0627\u0631 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0634\u0645\u0627.<\/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>    (\u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627 \u0628\u0647 \u062a\u0631\u062c\u0645\u0647)# python<br \/>\n<br \/><br \/>\n<br \/>\u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u062f\u0631 1402-12-30 07:21:05<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;11762&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;\u0631\u0648\u0634 \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627 \u062f\u0631 Pandas Based \u0631\u0648\u06cc \u06cc\u06a9 \u067e\u06cc\u0634\u0648\u0646\u062f \u0631\u0634\u062a\u0647&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\"> 3<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0645\u0639\u0631\u0641\u06cc Pandas \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a. \u06cc\u06a9\u06cc \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0644\u0627\u0632\u0645 \u0628\u0627\u0634\u062f \u0647\u0646\u06af\u0627\u0645 \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f\u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062a\u0648\u0646 \u0647\u0627 \u0627\u0633\u062a \u0631\u0648\u06cc \u067e\u06cc\u0634\u0648\u0646\u062f \u0631\u0634\u062a\u0647 \u0622\u0646\u0647\u0627 \u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0632\u0645\u0627\u0646\u06cc \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f \u06a9\u0647 \u06cc\u06a9 DataFrame \u0628\u0632\u0631\u06af \u062f\u0627\u0631\u06cc\u062f \u0648 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u062a\u0645\u0631\u06a9\u0632 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":9162,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1743,620],"tags":[],"class_list":["post-11762","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\/11762","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=11762"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/11762\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/9162"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=11762"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=11762"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=11762"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}