{"id":15824,"date":"2024-01-17T15:26:14","date_gmt":"2024-01-17T11:56:14","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/"},"modified":"2024-01-17T15:26:14","modified_gmt":"2024-01-17T11:56:14","slug":"%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/","title":{"rendered":"\u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc JSON \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \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\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d9%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%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d9%81%d8%a7%db%8c%d9%84_json_%da%86%db%8c%d8%b3%d8%aa%d8%9f\" >\u0641\u0627\u06cc\u0644 JSON \u0686\u06cc\u0633\u062a\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\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d8%a7%db%8c%d8%ac%d8%a7%d8%af_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_json\" >\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 JSON<\/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\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d8%a7%db%8c%d8%ac%d8%a7%d8%af_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7%db%8c_json_%d8%a7%d8%b2_%d8%b7%d8%b1%db%8c%d9%82_%d9%81%d8%b1%d9%87%d9%86%da%af_%d9%84%d8%ba%d8%aa_%d8%aa%d9%88%d8%af%d8%b1%d8%aa%d9%88\" >\u0627\u06cc\u062c\u0627\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc JSON \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u062a\u0648\u062f\u0631\u062a\u0648<\/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\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d8%a7%db%8c%d8%ac%d8%a7%d8%af_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7%db%8c_json_%d8%a7%d8%b2_%d8%b7%d8%b1%db%8c%d9%82_%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\" >\u0627\u06cc\u062c\u0627\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc JSON \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0641\u0647\u0631\u0633\u062a \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627<\/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\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%af%d8%a7%d8%af%d9%87_%d8%af%d8%b1_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_json_%d8%a7%d8%b2_%d8%b7%d8%b1%db%8c%d9%82_%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\" >\u0646\u0648\u0634\u062a\u0646 \u062f\u0627\u062f\u0647 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 JSON \u0627\u0632 \u0637\u0631\u06cc\u0642 \u067e\u0627\u06cc\u062a\u0648\u0646<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_json_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u062e\u0648\u0627\u0646\u062f\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc JSON \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_json_%d8%a7%d8%b2_local_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7\" >\u062e\u0648\u0627\u0646\u062f\u0646 JSON \u0627\u0632 Local \u0641\u0627\u06cc\u0644 \u0647\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_json_%d8%a7%d8%b2_remote_files\" >\u062e\u0648\u0627\u0646\u062f\u0646 JSON \u0627\u0632 Remote Files<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_%d8%af%d8%a7%d8%af%d9%87_json_%d8%a7%d8%b2_%d8%b7%d8%b1%db%8c%d9%82_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\" >\u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 JSON \u0627\u0632 \u0637\u0631\u06cc\u0642 \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-11\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%d9%88-%d9%86%d9%88%d8%b4%d8%aa%d9%86-%d9%81%d8%a7%db%8c%d9%84-%d9%87%d8%a7%db%8c-json-%d8%af%d8%b1-%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86-%d8%a8%d8%a7-%d9%be%d8%a7\/#%d9%86%d8%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>Pandas \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0627\u06cc\u062c \u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a.  \u0631\u0627 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/pandas.pydata.org\/\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<\/a> \u06a9\u0644\u0627\u0633 \u0647\u0627 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646\u060c \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0648 \u062a\u062c\u0633\u0645 \u06a9\u0627\u0631\u0622\u0645\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0641\u0631\u0645\u062a \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0641\u0627\u06cc\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u0646\u062f.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc JSON \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u067e\u0627\u0646\u062f\u0627 \u0645\u06cc\u200c\u062e\u0648\u0627\u0646\u06cc\u0645 \u0648 \u0645\u06cc\u200c\u0646\u0648\u06cc\u0633\u06cc\u0645.<\/p>\n<h2 id=\"whatisajsonfile\"><span class=\"ez-toc-section\" id=\"%d9%81%d8%a7%db%8c%d9%84_json_%da%86%db%8c%d8%b3%d8%aa%d8%9f\"><\/span>\u0641\u0627\u06cc\u0644 JSON \u0686\u06cc\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><em>\u0646\u0634\u0627\u0646\u0647 \u06af\u0630\u0627\u0631\u06cc \u0634\u06cc \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a<\/em> (JSON) \u0641\u0631\u0645\u062a \u062f\u0627\u062f\u0647 \u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u0642\u0627\u0628\u0644 \u062e\u0648\u0627\u0646\u062f\u0646 \u062a\u0648\u0633\u0637 \u0627\u0646\u0633\u0627\u0646 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u062f.  \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0627\u0632 \u0646\u0638\u0631 \u0641\u0646\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u060c \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc JSON \u062f\u0631 \u062f\u0631\u062c\u0647 \u0627\u0648\u0644 \u0628\u0631\u0627\u06cc \u0633\u0631\u06cc\u0627\u0644 \u0633\u0627\u0632\u06cc \u0648 \u062a\u0628\u0627\u062f\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0646 \u0645\u0634\u062a\u0631\u06cc \u0648 \u0633\u0631\u0648\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p>\u0627\u06af\u0631\u0686\u0647 \u0627\u0632 \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0645\u0634\u062a\u0642 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u067e\u0644\u062a\u0641\u0631\u0645-\u0622\u06af\u0646\u0648\u0633\u062a\u06cc\u06a9 \u0627\u0633\u062a \u0648 \u06cc\u06a9 \u0642\u0627\u0644\u0628 \u06af\u0633\u062a\u0631\u062f\u0647 \u0648 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0633\u062a &#8211; \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 API \u0647\u0627\u06cc REST.<\/p>\n<h2 id=\"creatingajsonfile\"><span class=\"ez-toc-section\" id=\"%d8%a7%db%8c%d8%ac%d8%a7%d8%af_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_json\"><\/span>\u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 JSON<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc JSON \u0627\u0632 \u0637\u0631\u06cc\u0642 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0631\u0648\u0634 \u062e\u0627\u0635\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0634\u0648\u0646\u062f.  \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.  \u0628\u0631\u062e\u06cc \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u0648\u0631\u062f \u0628\u062d\u062b \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0633\u067e\u0633 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0631\u0648\u06cc \u0622\u0646 \u0645\u06cc \u062e\u0648\u0627\u0646\u06cc\u0645 \u0648 \u0645\u06cc \u0646\u0648\u06cc\u0633\u06cc\u0645.<\/p>\n<h3 id=\"creatingjsondataviaanesteddictionaries\"><span class=\"ez-toc-section\" id=\"%d8%a7%db%8c%d8%ac%d8%a7%d8%af_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7%db%8c_json_%d8%a7%d8%b2_%d8%b7%d8%b1%db%8c%d9%82_%d9%81%d8%b1%d9%87%d9%86%da%af_%d9%84%d8%ba%d8%aa_%d8%aa%d9%88%d8%af%d8%b1%d8%aa%d9%88\"><\/span>\u0627\u06cc\u062c\u0627\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc JSON \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u062a\u0648\u062f\u0631\u062a\u0648<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc JSON\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627\u06cc \u062a\u0648\u062f\u0631\u062a\u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.  \u0647\u0631 \u0645\u0648\u0631\u062f \u062f\u0631 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0628\u06cc\u0631\u0648\u0646\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u06cc\u06a9 \u0633\u062a\u0648\u0646 \u062f\u0631 \u0641\u0627\u06cc\u0644 JSON \u0627\u0633\u062a.<\/p>\n<p>\u06a9\u0644\u06cc\u062f \u0647\u0631 \u0645\u0648\u0631\u062f \u0633\u0631\u0635\u0641\u062d\u0647 \u0633\u062a\u0648\u0646 \u0648 \u0645\u0642\u062f\u0627\u0631 \u0622\u0646 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u062f\u06cc\u06af\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0631\u062f\u06cc\u0641 \u0647\u0627\u06cc\u06cc \u062f\u0631 \u0622\u0646 \u0633\u062a\u0648\u0646 \u062e\u0627\u0635 \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a.  \u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 JSON \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u06a9\u0647 \u0631\u06a9\u0648\u0631\u062f\u06cc \u0627\u0632 \u0628\u06cc\u0645\u0627\u0631\u0627\u0646 \u062e\u06cc\u0627\u0644\u06cc \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<pre><code class=\"hljs\">patients = {\n         <span class=\"hljs-string\">\"Name\"<\/span>:{<span class=\"hljs-string\">\"0\"<\/span>:<span class=\"hljs-string\">\"John\"<\/span>,<span class=\"hljs-string\">\"1\"<\/span>:<span class=\"hljs-string\">\"Nick\"<\/span>,<span class=\"hljs-string\">\"2\"<\/span>:<span class=\"hljs-string\">\"Ali\"<\/span>,<span class=\"hljs-string\">\"3\"<\/span>:<span class=\"hljs-string\">\"Joseph\"<\/span>},\n         <span class=\"hljs-string\">\"Gender\"<\/span>:{<span class=\"hljs-string\">\"0\"<\/span>:<span class=\"hljs-string\">\"Male\"<\/span>,<span class=\"hljs-string\">\"1\"<\/span>:<span class=\"hljs-string\">\"Male\"<\/span>,<span class=\"hljs-string\">\"2\"<\/span>:<span class=\"hljs-string\">\"Female\"<\/span>,<span class=\"hljs-string\">\"3\"<\/span>:<span class=\"hljs-string\">\"Male\"<\/span>},\n         <span class=\"hljs-string\">\"Nationality\"<\/span>:{<span class=\"hljs-string\">\"0\"<\/span>:<span class=\"hljs-string\">\"UK\"<\/span>,<span class=\"hljs-string\">\"1\"<\/span>:<span class=\"hljs-string\">\"French\"<\/span>,<span class=\"hljs-string\">\"2\"<\/span>:<span class=\"hljs-string\">\"USA\"<\/span>,<span class=\"hljs-string\">\"3\"<\/span>:<span class=\"hljs-string\">\"Brazil\"<\/span>},\n         <span class=\"hljs-string\">\"Age\"<\/span> :{<span class=\"hljs-string\">\"0\"<\/span>:<span class=\"hljs-number\">10<\/span>,<span class=\"hljs-string\">\"1\"<\/span>:<span class=\"hljs-number\">25<\/span>,<span class=\"hljs-string\">\"2\"<\/span>:<span class=\"hljs-number\">35<\/span>,<span class=\"hljs-string\">\"3\"<\/span>:<span class=\"hljs-number\">29<\/span>}\n}\n<\/code><\/pre>\n<p>\u062f\u0631 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0627\u0644\u0627\u060c \u0627\u0648\u0644\u06cc\u0646 \u0645\u0648\u0631\u062f \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 <code>Name<\/code> \u0633\u062a\u0648\u0646  \u0645\u0642\u062f\u0627\u0631 \u0645\u0648\u0631\u062f \u0634\u0627\u0645\u0644 \u06cc\u06a9 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0622\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u0631\u062f\u06cc\u0641 \u0647\u0627 \u0647\u0633\u062a\u0646\u062f.  \u06a9\u0644\u06cc\u062f\u0647\u0627\u06cc \u0627\u0642\u0644\u0627\u0645 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u062f\u0627\u062e\u0644\u06cc \u0628\u0627 \u0634\u0645\u0627\u0631\u0647 \u0641\u0647\u0631\u0633\u062a \u0633\u0637\u0631\u0647\u0627 \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0631\u0646\u062f\u060c \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0631\u062f\u06cc\u0641 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062a\u062c\u0633\u0645 \u0622\u0646 \u06a9\u0645\u06cc \u0633\u062e\u062a \u0628\u0627\u0634\u062f\u060c \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0646\u0645\u0627\u06cc\u0634 \u0628\u0635\u0631\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/reading-writing-json-files-with-pandas-1.PNG\" alt=\"\u0628\u06cc\u0645\u0627\u0631\u0627\u0646 \u0631\u0627 \u062a\u062c\u0633\u0645 \u06a9\u0631\u062f\u0646\u062f\" title=\"\"><\/p>\n<p>\u062f\u0631 <code>Name<\/code> \u0633\u062a\u0648\u0646\u060c \u0627\u0648\u0644\u06cc\u0646 \u0631\u06a9\u0648\u0631\u062f \u062f\u0631 \u0634\u0627\u062e\u0635 0 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0645\u0642\u062f\u0627\u0631 \u0631\u06a9\u0648\u0631\u062f \u062f\u0631 \u0622\u0646 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f <code>John<\/code>\u060c \u0628\u0647 \u0637\u0648\u0631 \u0645\u0634\u0627\u0628\u0647\u060c \u0645\u0642\u062f\u0627\u0631 \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0631\u062f\u06cc\u0641 \u062f\u0648\u0645 \u0627\u0632 <code>Name<\/code> \u0633\u062a\u0648\u0646 \u0627\u0633\u062a <code>Nick<\/code> \u0648 \u063a\u06cc\u0631\u0647 \u0631\u0648\u06cc.<\/p>\n<h3 id=\"creatingjsondatavialistsofdictionaries\"><span class=\"ez-toc-section\" id=\"%d8%a7%db%8c%d8%ac%d8%a7%d8%af_%d8%af%d8%a7%d8%af%d9%87_%d9%87%d8%a7%db%8c_json_%d8%a7%d8%b2_%d8%b7%d8%b1%db%8c%d9%82_%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\"><\/span>\u0627\u06cc\u062c\u0627\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc JSON \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0641\u0647\u0631\u0633\u062a \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0631\u0627\u0647 \u062f\u06cc\u06af\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc JSON \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0641\u0647\u0631\u0633\u062a \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0627\u0633\u062a.  \u0647\u0631 \u0645\u0648\u0631\u062f \u062f\u0631 \u0644\u06cc\u0633\u062a \u0634\u0627\u0645\u0644 \u06cc\u06a9 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0648 \u0647\u0631 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u0631\u062f\u06cc\u0641 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0633\u06cc\u0627\u0631 \u062e\u0648\u0627\u0646\u0627\u062a\u0631 \u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627\u06cc \u062a\u0648 \u062f\u0631 \u062a\u0648 \u0627\u0633\u062a.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0644\u06cc\u0633\u062a\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0628\u062a\u0648\u0627\u0646 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 JSON \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u06a9\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<pre><code class=\"hljs\">cars = (\n    {<span class=\"hljs-string\">\"Name\"<\/span>:<span class=\"hljs-string\">\"Honda\"<\/span>, <span class=\"hljs-string\">\"Price\"<\/span>: <span class=\"hljs-number\">10000<\/span>, <span class=\"hljs-string\">\"Model\"<\/span>:<span class=\"hljs-number\">2005<\/span>, <span class=\"hljs-string\">\"Power\"<\/span>: <span class=\"hljs-number\">1300<\/span>},\n    {<span class=\"hljs-string\">\"Name\"<\/span>:<span class=\"hljs-string\">\"Toyota\"<\/span>, <span class=\"hljs-string\">\"Price\"<\/span>: <span class=\"hljs-number\">12000<\/span>, <span class=\"hljs-string\">\"Model\"<\/span>:<span class=\"hljs-number\">2010<\/span>, <span class=\"hljs-string\">\"Power\"<\/span>: <span class=\"hljs-number\">1600<\/span>},\n    {<span class=\"hljs-string\">\"Name\"<\/span>:<span class=\"hljs-string\">\"Audi\"<\/span>, <span class=\"hljs-string\">\"Price\"<\/span>: <span class=\"hljs-number\">25000<\/span>, <span class=\"hljs-string\">\"Model\"<\/span>:<span class=\"hljs-number\">2017<\/span>, <span class=\"hljs-string\">\"Power\"<\/span>: <span class=\"hljs-number\">1800<\/span>},\n    {<span class=\"hljs-string\">\"Name\"<\/span>:<span class=\"hljs-string\">\"Ford\"<\/span>, <span class=\"hljs-string\">\"Price\"<\/span>: <span class=\"hljs-number\">28000<\/span>, <span class=\"hljs-string\">\"Model\"<\/span>:<span class=\"hljs-number\">2009<\/span>, <span class=\"hljs-string\">\"Power\"<\/span>: <span class=\"hljs-number\">1200<\/span>},\n         \n)\n<\/code><\/pre>\n<p>\u0647\u0631 \u0645\u0648\u0631\u062f \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u06cc\u06a9 \u0631\u062f\u06cc\u0641 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 JSON \u0627\u0633\u062a.  \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u0627\u0648\u0644\u06cc\u0646 \u0645\u0648\u0631\u062f \u062f\u0631 \u0627\u0648\u0644\u06cc\u0646 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u0645\u0642\u062f\u0627\u0631 \u0631\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u062f <code>Honda<\/code> \u062f\u0631 <code>Name<\/code> \u0633\u062a\u0648\u0646  \u0628\u0647 \u0637\u0648\u0631 \u0645\u0634\u0627\u0628\u0647\u060c \u0627\u0631\u0632\u0634 <code>Price<\/code> \u0633\u062a\u0648\u0646 \u062f\u0631 \u0633\u0637\u0631 \u0627\u0648\u0644 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f <code>10000<\/code> \u0648 \u063a\u06cc\u0631\u0647 \u0631\u0648\u06cc.<\/p>\n<h3 id=\"writingdatatoajsonfileviapython\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d8%af%d8%a7%d8%af%d9%87_%d8%af%d8%b1_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_json_%d8%a7%d8%b2_%d8%b7%d8%b1%db%8c%d9%82_%d9%be%d8%a7%db%8c%d8%aa%d9%88%d9%86\"><\/span>\u0646\u0648\u0634\u062a\u0646 \u062f\u0627\u062f\u0647 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 JSON \u0627\u0632 \u0637\u0631\u06cc\u0642 \u067e\u0627\u06cc\u062a\u0648\u0646<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0627 \u0641\u0631\u0647\u0646\u06af \u0644\u063a\u062a \u062a\u0648\u062f\u0631\u062a\u0648 \u0648 \u0641\u0647\u0631\u0633\u062a\u06cc \u0627\u0632 \u062f\u06cc\u06a9\u0634\u0646\u0631\u06cc \u0647\u0627\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 JSON \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u0645.  \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0647\u062f\u0641\u060c \u0627\u0632 <code>json<\/code> \u0645\u0627\u0698\u0648\u0644 \u0648 <code>dump()<\/code> \u0631\u0648\u0634:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> json\n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'E:\/datasets\/patients.json'<\/span>, <span class=\"hljs-string\">'w'<\/span>) <span class=\"hljs-keyword\">as<\/span> f:\n    json.dump(patients, f)\n    \n<span class=\"hljs-keyword\">with<\/span> <span class=\"hljs-built_in\">open<\/span>(<span class=\"hljs-string\">'E:\/datasets\/cars.json'<\/span>, <span class=\"hljs-string\">'w'<\/span>) <span class=\"hljs-keyword\">as<\/span> f:\n    json.dump(cars, f)  \n<\/code><\/pre>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u062f\u0648 \u0641\u0627\u06cc\u0644 JSON \u062f\u0627\u0631\u06cc\u0645 &#8211; <code>patients.json<\/code> \u0648 <code>cars.json<\/code>.  \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0627\u06cc\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Pandas \u0627\u0633\u062a.<\/p>\n<p>\u0627\u06af\u0631 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0631\u0628\u0627\u0631\u0647 \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 JSON \u062f\u0631 \u0641\u0627\u06cc\u0644 \u062f\u0631 Core Python \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u06a9\u0633\u0628 \u06a9\u0646\u06cc\u062f\u060c \u0645\u0627 \u0634\u0645\u0627 \u0631\u0627 \u062a\u062d\u062a \u067e\u0648\u0634\u0634 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc\u0645!<\/p>\n<h2 id=\"readingjsonfileswithpandas\"><span class=\"ez-toc-section\" id=\"%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_json_%d8%a8%d8%a7_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u062e\u0648\u0627\u0646\u062f\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc JSON \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 JSON \u0627\u0632 \u0637\u0631\u06cc\u0642 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\u060c \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <code>read_json()<\/code> \u0631\u0648\u0634 \u0648 \u0645\u0633\u06cc\u0631 \u0641\u0627\u06cc\u0644\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0628\u062e\u0648\u0627\u0646\u06cc\u0645 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f.  \u0627\u06cc\u0646 \u0631\u0648\u0634 \u06cc\u06a9 Pandas \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f <code>DataFrame<\/code> \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 \u0633\u062a\u0648\u0646 \u0648 \u0631\u062f\u06cc\u0641 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0627\u06af\u0631\u0686\u0647\u060c \u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f Pandas \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">$<\/span><span class=\"bash\"> pip install pandas<\/span>\n<\/code><\/pre>\n<h3 id=\"readingjsonfromlocalfiles\"><span class=\"ez-toc-section\" id=\"%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_json_%d8%a7%d8%b2_local_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7\"><\/span>\u062e\u0648\u0627\u0646\u062f\u0646 JSON \u0627\u0632 Local \u0641\u0627\u06cc\u0644 \u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0632\u06cc\u0631 \u0631\u0627 \u0645\u06cc \u062e\u0648\u0627\u0646\u062f <code>patients.json<\/code> \u0641\u0627\u06cc\u0644 \u0627\u0632 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0645\u062d\u0644\u06cc \u0627\u0633\u062a \u0648 \u0646\u062a\u06cc\u062c\u0647 \u0631\u0627 \u062f\u0631 \u0642\u0633\u0645\u062a \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u06a9\u0646\u062f <code>patients_df<\/code> \u0686\u0627\u0631\u0686\u0648\u0628 \u062f\u0627\u062f\u0647  \u0633\u067e\u0633 \u0647\u062f\u0631 \u062f\u06cc\u062a\u0627\u0641\u0631\u06cc\u0645 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u0646 \u0686\u0627\u067e \u0645\u06cc \u0634\u0648\u062f <code>head()<\/code> \u0631\u0648\u0634:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\npatients_df = pd.read_json(<span class=\"hljs-string\">'E:\/datasets\/patients.json'<\/span>)\npatients_df.head()\n<\/code><\/pre>\n<p>\u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062f \u0628\u0627\u06cc\u062f \u0646\u062a\u06cc\u062c\u0647 \u062f\u0647\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/reading-writing-json-files-with-pandas-1.PNG\" alt=\"\u0686\u0627\u0631\u0686\u0648\u0628 \u062f\u0627\u062f\u0647 \u0628\u06cc\u0645\u0627\u0631\u0627\u0646\" title=\"\"><\/p>\n<p>\u0628\u0647 \u0637\u0648\u0631 \u0645\u0634\u0627\u0628\u0647\u060c \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0632\u06cc\u0631 \u0631\u0627 \u0645\u06cc \u062e\u0648\u0627\u0646\u062f <code>cars.json<\/code> \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645 \u0645\u062d\u0644\u06cc \u0648 \u0633\u067e\u0633 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f <code>head()<\/code> \u0631\u0648\u0634 \u0631\u0648\u06cc \u0631\u0627 <code>cars_df<\/code> \u0628\u0647 print \u0633\u0631\u0628\u0631\u06af:<\/p>\n<pre><code class=\"hljs\">cars_df = pd.read_json(<span class=\"hljs-string\">'E:\/datasets\/cars.json'<\/span>)\ncars_df.head()\n<\/code><\/pre>\n<p>\u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062f \u0628\u0627\u06cc\u062f \u0646\u062a\u06cc\u062c\u0647 \u062f\u0647\u062f:<br \/><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/reading-writing-json-files-with-pandas-2.PNG\" alt=\"\u0686\u0627\u0631\u0686\u0648\u0628 \u062f\u0627\u062f\u0647 \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\" title=\"\"><\/p>\n<h3 id=\"readingjsonfromremotefiles\"><span class=\"ez-toc-section\" id=\"%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_json_%d8%a7%d8%b2_remote_files\"><\/span>\u062e\u0648\u0627\u0646\u062f\u0646 JSON \u0627\u0632 Remote Files<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0631\u0627 <code>read_json()<\/code> \u0631\u0648\u0634 \u0641\u0642\u0637 \u0628\u0647 \u062e\u0648\u0627\u0646\u062f\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u0645\u062d\u062f\u0648\u062f \u0646\u0645\u06cc \u0634\u0648\u062f.  \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc JSON \u0648\u0627\u0642\u0639 \u0634\u062f\u0647 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f \u0631\u0648\u06cc \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u0631\u0627\u0647 \u062f\u0648\u0631  \u0641\u0642\u0637 \u0628\u0627\u06cc\u062f \u0645\u0633\u06cc\u0631 \u0641\u0627\u06cc\u0644 JSON \u0631\u0627\u0647 \u062f\u0648\u0631 \u0631\u0627 \u0628\u0647 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u062a\u0627\u0628\u0639 \u0645\u0646\u062a\u0642\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0628\u062e\u0648\u0627\u0646\u06cc\u0645 \u0648 print \u0627\u0632 \u0633\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0639\u0646\u0628\u06cc\u0647 &#8211; \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0645\u062d\u0628\u0648\u0628 \u062d\u0627\u0648\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u06af\u0644 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0632\u0646\u0628\u0642:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\niris_data = pd.read_json(<span class=\"hljs-string\">\"https:\/\/raw.githubusercontent.com\/domoritz\/maps\/master\/data\/iris.json\"<\/span>)\niris_data.head()\n<\/code><\/pre>\n<p>\u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u062f \u0628\u0627\u06cc\u062f \u0628\u0647 \u0645\u0627 \u0645\u0646\u062c\u0631 \u0634\u0648\u062f:<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/reading-writing-json-files-with-pandas-3.PNG\" alt=\"\u0686\u0627\u0631\u0686\u0648\u0628 \u062f\u0627\u062f\u0647 \u06af\u06cc\u0627\u0647 \u0639\u0646\u0628\u06cc\u0647\" title=\"\"><\/p>\n<h2 id=\"writingjsondatafilesviapandas\"><span class=\"ez-toc-section\" id=\"%d9%86%d9%88%d8%b4%d8%aa%d9%86_%d9%81%d8%a7%db%8c%d9%84_%d9%87%d8%a7%db%8c_%d8%af%d8%a7%d8%af%d9%87_json_%d8%a7%d8%b2_%d8%b7%d8%b1%db%8c%d9%82_%d9%be%d8%a7%d9%86%d8%af%d8%a7%d9%87%d8%a7\"><\/span>\u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 JSON \u0627\u0632 \u0637\u0631\u06cc\u0642 \u067e\u0627\u0646\u062f\u0627\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u062f\u06cc\u062a\u0627\u0641\u0631\u06cc\u0645 \u067e\u0627\u0646\u062f\u0627 \u0628\u0647 \u0641\u0627\u06cc\u0644 JSON\u060c \u0627\u0632 <code>to_json()<\/code> \u062a\u0627\u0628\u0639 \u0631\u0648\u06cc dataframe\u060c \u0648 \u0645\u0633\u06cc\u0631 \u0641\u0627\u06cc\u0644 \u0628\u0647 \u0632\u0648\u062f\u06cc \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u06cc\u06a9 \u0641\u0627\u06cc\u0644 JSON \u0627\u0632 <code>tips<\/code> \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Seaborn \u06af\u0646\u062c\u0627\u0646\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0627\u0648\u0644 \u0627\u0632 \u0647\u0645\u0647\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f Seaborn \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u0645:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-meta\">$<\/span><span class=\"bash\"> pip install seaborn<\/span>\n<\/code><\/pre>\n<p>\u0633\u067e\u0633\u060c \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u06cc\u062f import \u0648 \u0646\u06a9\u0627\u062a \u0622\u0646 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">import<\/span> seaborn <span class=\"hljs-keyword\">as<\/span> sns\n\ndataset = sns.load_dataset(<span class=\"hljs-string\">'tips'<\/span>)\ndataset.head()\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u062f\u06cc\u062a\u0627\u0633\u062a \u0628\u0647 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0627\u0633\u062a:<br \/><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2024\/01\/reading-writing-json-files-with-pandas-4.PNG\" alt=\"\u0633\u0631\u0635\u0641\u062d\u0647 \u062f\u0627\u062f\u0647 tips\" title=\"\"><\/p>\n<p>Seaborn&#8217;s <code>load_dataset()<\/code> \u062a\u0627\u0628\u0639 \u06cc\u06a9 \u067e\u0627\u0646\u062f\u0627 \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f <code>DataFrame<\/code>\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0622\u0646 \u0631\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u06a9\u0646\u06cc\u0645 <code>to_json()<\/code> \u062a\u0627\u0628\u0639 \u062a\u0628\u062f\u06cc\u0644 \u0622\u0646<\/p>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627 \u062f\u0631 \u062f\u0633\u062a \u06af\u0631\u0641\u062a\u06cc\u0645\u060c \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0646 \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 JSON \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u0645.  \u0645\u0627 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0645 <code>datasets<\/code> \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646:<\/p>\n<pre><code class=\"hljs\">dataset.to_json(<span class=\"hljs-string\">'E:\/datasets\/tips.json'<\/span>)\n<\/code><\/pre>\n<p>\u067e\u06cc\u0645\u0627\u06cc\u0634 \u0628\u0647 <code>E:\/datasets<\/code> \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc\u060c \u0628\u0627\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u062f <code>tips.json<\/code>.  \u0628\u0627 \u0628\u0627\u0632 \u06a9\u0631\u062f\u0646 \u0641\u0627\u06cc\u0644\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 JSON \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0631\u06a9\u0648\u0631\u062f\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062f\u06cc\u062a\u0627\u0641\u0631\u06cc\u0645 Pandas \u0627\u0633\u062a <code>tips<\/code> \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647:<\/p>\n<pre><code class=\"hljs\">{\n   <span class=\"hljs-attr\">\"total_bill\"<\/span>:{\n       <span class=\"hljs-attr\">\"0\"<\/span>:<span class=\"hljs-number\">16.99<\/span>,\n       <span class=\"hljs-attr\">\"1\"<\/span>:<span class=\"hljs-number\">10.34<\/span>,\n       <span class=\"hljs-attr\">\"2\"<\/span>:<span class=\"hljs-number\">21.01<\/span>,\n       <span class=\"hljs-attr\">\"3\"<\/span>:<span class=\"hljs-number\">23.68<\/span>,\n       <span class=\"hljs-attr\">\"4\"<\/span>:<span class=\"hljs-number\">24.59<\/span>,\n       <span class=\"hljs-attr\">\"5\"<\/span>:<span class=\"hljs-number\">25.29<\/span>,\n       ...\n   }\n   <span class=\"hljs-string\">\"tip\"<\/span>:{\n       <span class=\"hljs-attr\">\"0\"<\/span>:<span class=\"hljs-number\">1.01<\/span>,\n       <span class=\"hljs-attr\">\"1\"<\/span>:<span class=\"hljs-number\">1.66<\/span>,\n       <span class=\"hljs-attr\">\"2\"<\/span>:<span class=\"hljs-number\">3.5<\/span>,\n       <span class=\"hljs-attr\">\"3\"<\/span>:<span class=\"hljs-number\">3.31<\/span>,\n       <span class=\"hljs-attr\">\"4\"<\/span>:<span class=\"hljs-number\">3.61<\/span>,\n       <span class=\"hljs-attr\">\"5\"<\/span>:<span class=\"hljs-number\">4.71<\/span>,\n       ...\n   }\n   <span class=\"hljs-string\">\"sex\"<\/span>:{\n        <span class=\"hljs-attr\">\"0\"<\/span>:<span class=\"hljs-string\">\"Female\"<\/span>,\n        <span class=\"hljs-attr\">\"1\"<\/span>:<span class=\"hljs-string\">\"Male\"<\/span>,\n        <span class=\"hljs-attr\">\"2\"<\/span>:<span class=\"hljs-string\">\"Male\"<\/span>,\n        <span class=\"hljs-attr\">\"3\"<\/span>:<span class=\"hljs-string\">\"Male\"<\/span>,\n        <span class=\"hljs-attr\">\"4\"<\/span>:<span class=\"hljs-string\">\"Female\"<\/span>,\n        <span class=\"hljs-attr\">\"5\"<\/span>:<span class=\"hljs-string\">\"Male\"<\/span>,\n        ...\n   }\n    <span class=\"hljs-string\">\"smoker\"<\/span>:{\n        <span class=\"hljs-attr\">\"0\"<\/span>:<span class=\"hljs-string\">\"No\"<\/span>,\n        <span class=\"hljs-attr\">\"1\"<\/span>:<span class=\"hljs-string\">\"No\"<\/span>,\n        <span class=\"hljs-attr\">\"2\"<\/span>:<span class=\"hljs-string\">\"No\"<\/span>,\n        <span class=\"hljs-attr\">\"3\"<\/span>:<span class=\"hljs-string\">\"No\"<\/span>,\n        <span class=\"hljs-attr\">\"4\"<\/span>:<span class=\"hljs-string\">\"No\"<\/span>,\n        <span class=\"hljs-attr\">\"5\"<\/span>:<span class=\"hljs-string\">\"No\"<\/span>,\n        ...\n    }\n    ...\n<\/code><\/pre>\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>JSON \u06cc\u06a9 \u0641\u0631\u0645\u062a \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0648 \u062a\u0628\u0627\u062f\u0644 \u062f\u0627\u062f\u0647 \u0628\u06cc\u0646 \u0645\u0634\u062a\u0631\u06cc \u0648 \u0633\u0631\u0648\u0631 \u0627\u0633\u062a.  \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u063a\u0644\u0628 \u0627\u0632 \u0627\u06cc\u0646 \u0642\u0627\u0644\u0628 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0631\u0645\u062a \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f XML \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0632\u06cc\u0631\u0627 \u0633\u0628\u06a9 \u0648 \u062e\u0648\u0627\u0646\u0627 \u0627\u0633\u062a.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0631\u0648\u0634 \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc JSON \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u062d\u0628\u0648\u0628 \u067e\u0627\u0646\u062f\u0627\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 &#8211; \u0627\u0632 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0631\u0627\u0647 \u062f\u0648\u0631 \u0631\u0627 \u067e\u0648\u0634\u0634 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc\u0645.<\/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 1403-01-17 15:26:05<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;15824&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;\u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0646\u0648\u0634\u062a\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc JSON \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627 \u067e\u0627\u0646\u062f\u0627\u0647\u0627&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} ({count} \u0631\u0627\u06cc)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 24px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 4<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0645\u0639\u0631\u0641\u06cc Pandas \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0627\u06cc\u062c \u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u062a\u062c\u0633\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a. \u0631\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u06a9\u0644\u0627\u0633 \u0647\u0627 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646\u060c \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0648 \u062a\u062c\u0633\u0645 \u06a9\u0627\u0631\u0622\u0645\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0641\u0631\u0645\u062a \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0641\u0627\u06cc\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc JSON \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":15825,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1743,620],"tags":[],"class_list":["post-15824","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\/15824","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=15824"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/15824\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/15825"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=15824"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=15824"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=15824"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}