{"id":3129,"date":"2023-07-19T01:54:21","date_gmt":"2023-07-19T01:54:21","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7-%d8%aa%d8%ad%d9%88%d9%8a%d9%84-%d8%a7%d9%84%d9%83%d8%a7%d9%8a%d9%94%d9%86-%d8%a7%d9%95%d9%84%d9%89-%d8%aa%d8%b9%d9%88%d9%8a%d9%85\/"},"modified":"2023-07-19T01:54:21","modified_gmt":"2023-07-19T01:54:21","slug":"%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7-%d8%aa%d8%ad%d9%88%d9%8a%d9%84-%d8%a7%d9%84%d9%83%d8%a7%d9%8a%d9%94%d9%86-%d8%a7%d9%95%d9%84%d9%89-%d8%aa%d8%b9%d9%88%d9%8a%d9%85","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7-%d8%aa%d8%ad%d9%88%d9%8a%d9%84-%d8%a7%d9%84%d9%83%d8%a7%d9%8a%d9%94%d9%86-%d8%a7%d9%95%d9%84%d9%89-%d8%aa%d8%b9%d9%88%d9%8a%d9%85\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u0648\u064a\u0644 \u0643\u0627\u0626\u0646 \u0625\u0644\u0649 \u0639\u0627\u0626\u0645 \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627 (\u0645\u0639 \u0623\u0645\u062b\u0644\u0629)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0625\u062d\u062f\u0649 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062a\u062d\u0648\u064a\u0644 \u0639\u0645\u0648\u062f \u0645\u0646 \u0627\u0644\u0628\u0627\u0646\u062f\u0627 DataFrame \u0645\u0646 \u0643\u0627\u0626\u0646 \u0625\u0644\u0649 \u0639\u0627\u0626\u0645:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 astype()<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[' <span style=\"color: #ff0000;\">column_name<\/span> '] = df[' <span style=\"color: #ff0000;\">column_name<\/span> ']. <span style=\"color: #3366ff;\">astype<\/span> (float)<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u0627\u0633\u062a\u062e\u062f\u0645 to_numeric()<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <b><strong>df[' <span style=\"color: #ff0000;\">column_name<\/span> '] = pd. <span style=\"color: #3366ff;\">to_numeric<\/span> (df[' <span style=\"color: #ff0000;\">column_name<\/span> '])<\/strong><\/b><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0643\u0644\u0627 \u0627\u0644\u0637\u0631\u064a\u0642\u062a\u064a\u0646 \u062a\u0646\u062a\u062c \u0646\u0641\u0633 \u0627\u0644\u0646\u062a\u064a\u062c\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0648\u0636\u062d \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u0644 \u0637\u0631\u064a\u0642\u0629 \u0645\u0639 \u0627\u0644\u0628\u0627\u0646\u062f\u0627 DataFrame \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n<\/span><\/span>\n<span style=\"color: #008080;\">#createDataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': ['18', '22.2', '19.1', '14', '14', '11.5', '20', '28'],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists\n0 to 18 5\n1 B 22.2 7\n2 C 19.1 7\n3 D 14 9\n4 E 14 12\n5 F 11.5 9\n6 G 20 9\n7:28 a.m. 4\n\n<span style=\"color: #008080;\">#check data type of each column\n<\/span><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df.dtypes<\/span> )\n\nteam object\npoints object\nassists int64\ndtype:object\n<\/span><\/span><\/strong><\/pre>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u0627\u0633\u062a\u062e\u062f\u0645 astype() \u0644\u062a\u062d\u0648\u064a\u0644 \u0643\u0627\u0626\u0646 \u0625\u0644\u0649 \u0639\u062f\u062f \u0639\u0627\u0626\u0645<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>astype()<\/strong> \u0644\u062a\u062d\u0648\u064a\u0644 \u0639\u0645\u0648\u062f \u0627\u0644\u0646\u0642\u0637\u0629 \u0641\u064a DataFrame \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0643\u0627\u0626\u0646 \u0625\u0644\u0649 \u0639\u062f\u062f \u0639\u0634\u0631\u064a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#convert points column from object to float\n<span style=\"color: #000000;\">df[' <span style=\"color: #ff0000;\">points<\/span> '] = df[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">astype<\/span> (float)\n<\/span>\n#view updated DataFrame\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists\n0 A 18.0 5\n1 B 22.2 7\n2 C 19.1 7\n3D 14.0 9\n4 E 14.0 12\n5 F 11.5 9\n6G 20.0 9\n7 A.M. 28.0 4\n<\/span>\n#view updated data types\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df.dtypes<\/span> )\n\nteam object\nfloat64 points\nassists int64\ndtype:object<\/span><\/span><\/strong>\n<\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u0644\u0627\u062d\u0638 \u0623\u0646 \u0639\u0645\u0648\u062f \u0627\u0644\u0646\u0642\u0627\u0637 \u064a\u062d\u062a\u0648\u064a \u0627\u0644\u0622\u0646 \u0639\u0644\u0649 \u0646\u0648\u0639 \u0628\u064a\u0627\u0646\u0627\u062a <strong>float64<\/strong> .<\/span><\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u0627\u0633\u062a\u062e\u062f\u0645 to_numeric() \u0644\u062a\u062d\u0648\u064a\u0644 \u0643\u0627\u0626\u0646 \u0625\u0644\u0649 Float<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 <strong>to_numeric()<\/strong> \u0644\u062a\u062d\u0648\u064a\u0644 \u0639\u0645\u0648\u062f \u0627\u0644\u0646\u0642\u0637\u0629 \u0641\u064a DataFrame \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0643\u0627\u0626\u0646 \u0625\u0644\u0649 \u0639\u0645\u0648\u062f \u0639\u0634\u0631\u064a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#convert points column from object to float\n<span style=\"color: #000000;\">df[' <span style=\"color: #ff0000;\">points<\/span> '] = pd. <span style=\"color: #3366ff;\">to_numeric<\/span> (df[' <span style=\"color: #ff0000;\">points<\/span> '], errors=' <span style=\"color: #ff0000;\">coerce<\/span> ')\n<\/span>\n#view updated DataFrame\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists\n0 A 18.0 5\n1 B 22.2 7\n2 C 19.1 7\n3D 14.0 9\n4 E 14.0 12\n5 F 11.5 9\n6G 20.0 9\n7 A.M. 28.0 4\n<\/span>\n#view updated data types\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df.dtypes<\/span> )\n\nteam object\nfloat64 points\nassists int64\ndtype:object<\/span><\/span><\/strong>\n<\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627\u062d\u0638 \u0623\u0646 \u0639\u0645\u0648\u062f \u0627\u0644\u0646\u0642\u0627\u0637 \u064a\u062d\u062a\u0648\u064a \u0627\u0644\u0622\u0646 \u0639\u0644\u0649 \u0646\u0648\u0639 \u0628\u064a\u0627\u0646\u0627\u062a <strong>float64<\/strong> .<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627\u062d\u0638 \u0623\u064a\u0636\u064b\u0627 \u0623\u0646 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u062a\u0646\u062a\u062c \u0646\u0641\u0633 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u062a\u0645\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0633\u0627\u0628\u0642\u0629.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0634\u0631\u062d \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0623\u062e\u0631\u0649 \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <a href=\"https:\/\/statorials.org\/ar\/\u0627\u0644\u0628\u0627\u0646\u062f\u0627-\u062a\u062d\u0648\u064a\u0644-\u0645\u0646\u0637\u0642\u064a\u0629-\u0627\u0655\u0644\u0649-int\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0646\u0637\u0642\u064a\u0629 \u0625\u0644\u0649 \u0642\u064a\u0645 \u0635\u062d\u064a\u062d\u0629 \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0627\u0644\u0628\u0627\u0646\u062f\u0627-\u062a\u062d\u0648\u064a\u0644-\u0627\u0644\u062a\u0627\u0631\u064a\u062e-\u0648\u0627\u0644\u0648\u0642\u062a-\u0627\u0655\u0644\u0649-\u0633\u0644\u0633\u0644\u0629\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u0648\u064a\u0644 DateTime \u0625\u0644\u0649 \u0633\u0644\u0633\u0644\u0629 \u0641\u064a Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0627\u0644\u0628\u0627\u0646\u062f\u0627-\u062a\u062d\u0648\u064a\u0644-\u0627\u0644\u0639\u0645\u0648\u062f-\u0627\u0655\u0644\u0649-\u0643\u062b\u0627\u0641\u0629-\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0625\u0644\u0649 \u0623\u0639\u062f\u0627\u062f \u0635\u062d\u064a\u062d\u0629 \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0625\u062d\u062f\u0649 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062a\u062d\u0648\u064a\u0644 \u0639\u0645\u0648\u062f \u0645\u0646 \u0627\u0644\u0628\u0627\u0646\u062f\u0627 DataFrame \u0645\u0646 \u0643\u0627\u0626\u0646 \u0625\u0644\u0649 \u0639\u0627\u0626\u0645: \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 astype() df[&#8216; column_name &#8216;] = df[&#8216; column_name &#8216;]. astype (float) \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u0627\u0633\u062a\u062e\u062f\u0645 to_numeric() df[&#8216; column_name &#8216;] = pd. to_numeric (df[&#8216; column_name &#8216;]) \u0643\u0644\u0627 \u0627\u0644\u0637\u0631\u064a\u0642\u062a\u064a\u0646 \u062a\u0646\u062a\u062c \u0646\u0641\u0633 \u0627\u0644\u0646\u062a\u064a\u062c\u0629. \u062a\u0648\u0636\u062d \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u0644 \u0637\u0631\u064a\u0642\u0629 \u0645\u0639 \u0627\u0644\u0628\u0627\u0646\u062f\u0627 DataFrame [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u0648\u064a\u0644 \u0643\u0627\u0626\u0646 \u0625\u0644\u0649 \u0639\u0627\u0626\u0645 \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627 (\u0645\u0639 \u0623\u0645\u062b\u0644\u0629) - Statorials<\/title>\n<meta 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