{"id":3274,"date":"2023-07-18T08:25:19","date_gmt":"2023-07-18T08:25:19","guid":{"rendered":"https:\/\/statorials.org\/ar\/np-%d8%a7%d9%94%d9%88-%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7\/"},"modified":"2023-07-18T08:25:19","modified_gmt":"2023-07-18T08:25:19","slug":"np-%d8%a7%d9%94%d9%88-%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/np-%d8%a7%d9%94%d9%88-%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7\/","title":{"rendered":"\u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0627 \u064a\u0639\u0627\u062f\u0644 np.where()"},"content":{"rendered":"

<\/p>\n

\n

\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0638\u064a\u0641\u0629 NumPy Where()<\/a> \u0644\u062a\u062d\u062f\u064a\u062b \u0642\u064a\u0645 \u0645\u0635\u0641\u0648\u0641\u0629 NumPy \u0628\u0633\u0631\u0639\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646\u0637\u0642 if-else.<\/span><\/p>\n

\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \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 \u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0642\u064a\u0645 \u0641\u064a \u0645\u0635\u0641\u0648\u0641\u0629 NumPy \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u0648\u0641\u064a \u0634\u0631\u0637\u064b\u0627 \u0645\u0639\u064a\u0646\u064b\u0627:<\/span><\/p>\n

 import<\/span> numpy as<\/span> np\n\n#create NumPy array of values\n<\/span>x = np. array<\/span> ([1, 3, 3, 6, 7, 9])\n\n#update valuesin array based on condition\n<\/span>x = np. where<\/span> ((x < 5) | (x > 8), x\/2, x)\n\n#view updated array\n<\/span>x\n\narray([0.5, 1.5, 1.5, 6. , 7. , 4.5])\n<\/strong><\/pre>\n
 \u0625\u0630\u0627<\/strong> \u0643\u0627\u0646\u062a \u0642\u064a\u0645\u0629 \u0645\u0639\u064a\u0646\u0629 \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644 \u0623\u0642\u0644 \u0645\u0646 5 \u0623\u0648 \u0623\u0643\u0628\u0631 \u0645\u0646 8\u060c \u0641\u0625\u0646\u0646\u0627 \u0646\u0642\u0633\u0645 \u0627\u0644\u0642\u064a\u0645\u0629 \u0639\u0644\u0649 2.<\/span><\/p>\n
 \u0648\u0625\u0644\u0627<\/strong> \u0641\u0625\u0646\u0646\u0627 \u0646\u062a\u0631\u0643 \u0627\u0644\u0642\u064a\u0645\u0629 \u062f\u0648\u0646 \u062a\u063a\u064a\u064a\u0631.<\/span><\/p>\n
 \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 NumPywhere():<\/span><\/p>\n
 x = np. where<\/span> (condition, value_if_true, value_if_false)\n<\/strong><\/pre>\n
 \u0648\u0625\u0644\u064a\u0643 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0638\u064a\u0641\u0629 pandaswhere():<\/span><\/p>\n
 df[' col<\/span> '] = (value_if_false). where<\/span> (condition, value_if_true)<\/strong><\/pre>\n
 \u064a\u0648\u0636\u062d \u0627\u0644\u0645\u062b\u0627\u0644 \u0627\u0644\u062a\u0627\u0644\u064a \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 pandaswhere() \u0639\u0645\u0644\u064a\u064b\u0627.<\/span><\/p>\n
 \u0645\u062b\u0627\u0644: \u0645\u0627 \u064a\u0639\u0627\u062f\u0644 np.where() \u0641\u064a Pandas<\/strong><\/span><\/h2>\n
 \u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0644\u062f\u064a\u0646\u0627 DataFrame \u0627\u0644\u0628\u0627\u0646\u062f\u0627 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/span><\/p>\n
 import<\/span> pandas as<\/span> pd\n\n#createDataFrame\n<\/span>df = pd. DataFrame<\/span> ({' A<\/span> ': [18, 22, 19, 14, 14, 11, 20, 28],\n                   ' B<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4]})\n\n#view DataFrame\n<\/span>print<\/span> (df)\n\n    AB\n0 18 5\n1 22 7\n2 19 7\n3 14 9\n4 14 12\n5 11 9\n6 20 9\n7 28 4<\/strong><\/span><\/pre>\n
 \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 pandaswhere()<\/strong> \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0642\u064a\u0645 \u0641\u064a \u0627\u0644\u0639\u0645\u0648\u062f A \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0634\u0631\u0637 \u0645\u0639\u064a\u0646:<\/span><\/span><\/p>\n
 #update values in column A based on condition\n<\/span>df[' A<\/span> '] = (df[' A<\/span> '] \/ 2). where<\/span> (df[' A<\/span> '] < 20, df[' A<\/span> '] * 2)\n\n#view updated DataFrame\n<\/span>print<\/span> (df)\n\n      AB\n0 9.0 5\n1 44.0 7\n2 9.5 7\n3 7.0 9\n4 7.0 12\n5 5.5 9\n6 40.0 9\n7 56.0 4\n<\/span><\/span><\/strong><\/pre>\n
 \u0625\u0630\u0627<\/strong> \u0643\u0627\u0646\u062a \u0642\u064a\u0645\u0629 \u0645\u0639\u064a\u0646\u0629 \u0641\u064a \u0627\u0644\u0639\u0645\u0648\u062f A \u0623\u0642\u0644 \u0645\u0646 20\u060c \u0641\u0625\u0646\u0646\u0627 \u0646\u0636\u0631\u0628 \u0627\u0644\u0642\u064a\u0645\u0629 \u0641\u064a 2.<\/span><\/p>\n
 \u0648\u0625\u0644\u0627<\/strong> \u0641\u0625\u0646\u0646\u0627 \u0642\u0633\u0645\u0646\u0627 \u0627\u0644\u0642\u064a\u0645\u0629 \u0639\u0644\u0649 2.<\/span><\/p>\n
 \u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/strong><\/span><\/h2>\n
 \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\u0639\u0645\u0644\u064a\u0627\u062a \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
 \u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0627\u0644\u0642\u064a\u0645 \u0641\u064a \u0639\u0645\u0648\u062f \u0645\u0639 \u0627\u0644\u0634\u0631\u0637<\/a>
 \u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0643\u064a\u0641\u064a\u0629 \u062d\u0630\u0641 \u0627\u0644\u0635\u0641\u0648\u0641 \u0641\u064a DataFrame \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629<\/a>
 \u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u0628\u062f\u0627\u0644 \u0627\u0644\u0642\u064a\u0645 \u0641\u064a \u0639\u0645\u0648\u062f \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0638\u064a\u0641\u0629 NumPy Where() \u0644\u062a\u062d\u062f\u064a\u062b \u0642\u064a\u0645 \u0645\u0635\u0641\u0648\u0641\u0629 NumPy \u0628\u0633\u0631\u0639\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646\u0637\u0642 if-else. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \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 \u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0642\u064a\u0645 \u0641\u064a \u0645\u0635\u0641\u0648\u0641\u0629 NumPy \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u0648\u0641\u064a \u0634\u0631\u0637\u064b\u0627 \u0645\u0639\u064a\u0646\u064b\u0627: import numpy as np #create NumPy array of values x = np. array ([1, 3, 3, 6, 7, 9]) #update valuesin array based on condition […]<\/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":"\n\u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0627 \u064a\u0639\u0627\u062f\u0644 np.where() \u2013 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a<\/title>\n<meta name=\"description\" content=\"\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0627 \u064a\u0639\u0627\u062f\u0644 np.where() \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627\u060c \u0645\u0639 \u0639\u062f\u0629 \u0623\u0645\u062b\u0644\u0629.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ar\/np-\u0627\u0654\u0648-\u0627\u0644\u0628\u0627\u0646\u062f\u0627\/\" \/>\n<meta property=\"og:locale\" content=\"az_AZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0627 \u064a\u0639\u0627\u062f\u0644 np.where() \u2013 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a\" \/>\n<meta property=\"og:description\" content=\"\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0627 \u064a\u0639\u0627\u062f\u0644 np.where() \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627\u060c \u0645\u0639 \u0639\u062f\u0629 \u0623\u0645\u062b\u0644\u0629.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ar\/np-\u0627\u0654\u0648-\u0627\u0644\u0628\u0627\u0646\u062f\u0627\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-18T08:25:19+00:00\" \/>\n<meta name=\"author\" content=\"\u062f\u0643\u062a\u0648\u0631 \u0628\u0646\u064a\u0627\u0645\u064a\u0646 \u0623\u0646\u062f\u0631\u0633\u0648\u0646\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u062f\u0643\u062a\u0648\u0631 \u0628\u0646\u064a\u0627\u0645\u064a\u0646 \u0623\u0646\u062f\u0631\u0633\u0648\u0646\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/ar\/np-%d8%a7%d9%94%d9%88-%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7\/\",\"url\":\"https:\/\/statorials.org\/ar\/np-%d8%a7%d9%94%d9%88-%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7\/\",\"name\":\"\u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0627 \u064a\u0639\u0627\u062f\u0644 np.where() \u2013 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/ar\/#website\"},\"datePublished\":\"2023-07-18T08:25:19+00:00\",\"dateModified\":\"2023-07-18T08:25:19+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/ar\/#\/schema\/person\/a0a26e65f97483429b863aae1a11e3b3\"},\"description\":\"\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0627 \u064a\u0639\u0627\u062f\u0644 np.where() \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627\u060c \u0645\u0639 \u0639\u062f\u0629 \u0623\u0645\u062b\u0644\u0629.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/ar\/np-%d8%a7%d9%94%d9%88-%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7\/#breadcrumb\"},\"inLanguage\":\"azb\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/ar\/np-%d8%a7%d9%94%d9%88-%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/ar\/np-%d8%a7%d9%94%d9%88-%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u0628\u064a\u062a\",\"item\":\"https:\/\/statorials.org\/ar\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0627 \u064a\u0639\u0627\u062f\u0644 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