{"id":979,"date":"2023-07-28T02:45:23","date_gmt":"2023-07-28T02:45:23","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7-%d9%81%d8%b1%d8%b2-%d8%ad%d8%b3%d8%a8-%d8%a7%d9%84%d8%aa%d8%a7%d8%b1%d9%8a%d8%ae\/"},"modified":"2023-07-28T02:45:23","modified_gmt":"2023-07-28T02:45:23","slug":"%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7-%d9%81%d8%b1%d8%b2-%d8%ad%d8%b3%d8%a8-%d8%a7%d9%84%d8%aa%d8%a7%d8%b1%d9%8a%d8%ae","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7-%d9%81%d8%b1%d8%b2-%d8%ad%d8%b3%d8%a8-%d8%a7%d9%84%d8%aa%d8%a7%d8%b1%d9%8a%d8%ae\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0641\u0631\u0632 \u0625\u0637\u0627\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u0627\u0646\u062f\u0627 \u062d\u0633\u0628 \u0627\u0644\u062a\u0627\u0631\u064a\u062e (\u0645\u0639 \u0623\u0645\u062b\u0644\u0629)"},"content":{"rendered":"

<\/p>\n

\n

\u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0642\u062f \u062a\u0631\u063a\u0628 \u0641\u064a \u0641\u0631\u0632 DataFrame \u0627\u0644\u0628\u0627\u0646\u062f\u0627 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0639\u0645\u0648\u062f \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0631\u064a\u062e. \u0648\u0644\u062d\u0633\u0646 \u0627\u0644\u062d\u0638\u060c \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 sort_values()<\/strong><\/a> .<\/span><\/p>\n

\u064a\u0648\u0636\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0639\u062f\u0629 \u0623\u0645\u062b\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0645\u0644\u064a \u0644\u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629.<\/span><\/p>\n

\u0645\u062b\u0627\u0644 1: \u0627\u0644\u062a\u0631\u062a\u064a\u0628 \u062d\u0633\u0628 \u0639\u0645\u0648\u062f \u0627\u0644\u062a\u0627\u0631\u064a\u062e<\/strong><\/span><\/h3>\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<\/span>\ndf = pd.DataFrame({'sales': [4, 11, 13, 9],\n                   'customers': [2, 6, 9, 7],\n                   'date': ['2020-01-25', '2020-01-18', '2020-01-22', '2020-01-21']})\n\n#view DataFrame\n<\/span>print<\/span> (df)\n\n   sales customers date\n0 4 2 2020-01-25\n1 11 6 2020-01-18\n2 13 9 2020-01-22\n3 9 7 2020-01-21\n<\/strong><\/pre>\n
 \u0623\u0648\u0644\u0627\u064b\u060c \u0646\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 to_datetime()<\/strong> \u0644\u062a\u062d\u0648\u064a\u0644 \u0639\u0645\u0648\u062f “\u0627\u0644\u062a\u0627\u0631\u064a\u062e” \u0625\u0644\u0649 \u0643\u0627\u0626\u0646 \u0648\u0642\u062a \u0648\u062a\u0627\u0631\u064a\u062e:<\/span><\/p>\n
 df[' date<\/span> '] = pd. to_datetime<\/span> (df[' date<\/span> '])\n<\/strong><\/pre>\n
 \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0641\u0631\u0632 DataFrame \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0639\u0645\u0648\u062f “\u0627\u0644\u062a\u0627\u0631\u064a\u062e” \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 sort_values()<\/strong> :<\/span><\/p>\n
 df. sort_values<\/span> (by=' date<\/span> ')\n\n        sales customers date\n1 11 6 2020-01-18\n3 9 7 2020-01-21\n2 13 9 2020-01-22\n0 4 2 2020-01-25\n<\/strong><\/pre>\n
 \u0628\u0634\u0643\u0644 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u060c \u062a\u0642\u0648\u0645 \u0647\u0630\u0647 \u0627\u0644\u062f\u0627\u0644\u0629 \u0628\u0641\u0631\u0632 \u0627\u0644\u062a\u0648\u0627\u0631\u064a\u062e \u0628\u062a\u0631\u062a\u064a\u0628 \u062a\u0635\u0627\u0639\u062f\u064a. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u062f\u064a\u062f ascending=False \u0644\u0644\u0641\u0631\u0632<\/strong> \u0628\u062a\u0631\u062a\u064a\u0628 \u062a\u0646\u0627\u0632\u0644\u064a:<\/span><\/p>\n
 df. sort_values<\/span> (by=' date<\/span> ', ascending= False<\/span> )\n\n\tsales customers date\n0 4 2 2020-01-25\n2 13 9 2020-01-22\n3 9 7 2020-01-21\n1 11 6 2020-01-18<\/strong><\/pre>\n
 \u0627\u0644\u0645\u062b\u0627\u0644 2: \u0627\u0644\u0641\u0631\u0632 \u062d\u0633\u0628 \u0623\u0639\u0645\u062f\u0629 \u062a\u0627\u0631\u064a\u062e \u0645\u062a\u0639\u062f\u062f\u0629<\/strong><\/span><\/h3>\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<\/span>\ndf = pd.DataFrame({'person': ['A', 'B', 'C', 'D'],\n                   'order_date': ['2020-01-15', '2020-01-15', '2020-01-20', '2020-01-20'],\n                   'receive_date': ['2020-01-25', '2020-01-18', '2020-01-22', '2020-01-21']})\n\n#view DataFrame\n<\/span>print<\/span> (df)\n\n  person order_date receive_date\n0 A 2020-01-15 2020-01-25\n1 B 2020-01-15 2020-01-18\n2 C 2020-01-20 2020-01-22\n3 D 2020-01-20 2020-01-21<\/strong><\/pre>\n
 \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0638\u064a\u0641\u0629 sort_values<\/strong> \u0644\u0641\u0631\u0632 DataFrame \u0639\u0644\u0649 \u0623\u0639\u0645\u062f\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u0648\u0641\u064a\u0631 \u0623\u0633\u0645\u0627\u0621 \u0623\u0639\u0645\u062f\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0644\u0644\u0648\u0638\u064a\u0641\u0629 \u0628\u0628\u0633\u0627\u0637\u0629:<\/span><\/p>\n
 #convert both date columns to datetime objects<\/span>\ndf[['order_date','receive_date']] = df[['order_date','receive_date']]. apply<\/span> (pd. to_datetime<\/span> )\n\n#sort DateFrame by order_date, then by receive_date\n<\/span>df. sort_values<\/span> (by=['order_date', 'receive_date'])\n\n        person order_date receive_date\n1 B 2020-01-15 2020-01-18\n0 A 2020-01-15 2020-01-25\n3 D 2020-01-20 2020-01-21\n2 C 2020-01-20 2020-01-22<\/strong><\/pre>\n
 \u064a\u062a\u0645 \u0627\u0644\u0622\u0646 \u0641\u0631\u0632 DataFrame \u0628\u062a\u0631\u062a\u064a\u0628 \u062a\u0635\u0627\u0639\u062f\u064a \u062d\u0633\u0628 order_date\u060c \u062b\u0645 \u0628\u062a\u0631\u062a\u064a\u0628 \u062a\u0635\u0627\u0639\u062f\u064a \u062d\u0633\u0628 \u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0627\u0633\u062a\u0644\u0627\u0645.<\/span><\/p>\n
 \u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/strong><\/span><\/h3>\n
 \u0643\u064a\u0641\u064a\u0629 \u062a\u0635\u0641\u064a\u0629 \u0635\u0641\u0648\u0641 Pandas DataFrame \u062d\u0633\u0628 \u0627\u0644\u062a\u0627\u0631\u064a\u062e
 \u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u0648\u064a\u0644 DateTime \u0625\u0644\u0649 \u062a\u0627\u0631\u064a\u062e \u0641\u064a Pandas<\/a>
 \u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0625\u0644\u0649 DateTime \u0641\u064a Pandas<\/a>
 \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0641\u0631\u0632 \u062d\u0633\u0628 \u0643\u0644 \u0645\u0646 \u0627\u0644\u0641\u0647\u0631\u0633 \u0648\u0627\u0644\u0639\u0645\u0648\u062f \u0641\u064a Pandas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0642\u062f \u062a\u0631\u063a\u0628 \u0641\u064a \u0641\u0631\u0632 DataFrame \u0627\u0644\u0628\u0627\u0646\u062f\u0627 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0639\u0645\u0648\u062f \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0631\u064a\u062e. \u0648\u0644\u062d\u0633\u0646 \u0627\u0644\u062d\u0638\u060c \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 sort_values() . \u064a\u0648\u0636\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0639\u062f\u0629 \u0623\u0645\u062b\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0645\u0644\u064a \u0644\u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629. \u0645\u062b\u0627\u0644 1: \u0627\u0644\u062a\u0631\u062a\u064a\u0628 \u062d\u0633\u0628 \u0639\u0645\u0648\u062f \u0627\u0644\u062a\u0627\u0631\u064a\u062e \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: import pandas as pd #createDataFrame df = […]<\/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\u0643\u064a\u0641\u064a\u0629 \u0641\u0631\u0632 \u0625\u0637\u0627\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u0627\u0646\u062f\u0627 \u062d\u0633\u0628 \u0627\u0644\u062a\u0627\u0631\u064a\u062e (\u0645\u0639 \u0623\u0645\u062b\u0644\u0629)<\/title>\n<meta name=\"description\" content=\"\u0634\u0631\u062d \u0628\u0633\u064a\u0637 \u0644\u0643\u064a\u0641\u064a\u0629 \u0641\u0631\u0632 DataFrame \u0627\u0644\u0628\u0627\u0646\u062f\u0627 \u062d\u0633\u0628 \u0639\u0645\u0648\u062f \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \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\/\u0627\u0644\u0628\u0627\u0646\u062f\u0627-\u0641\u0631\u0632-\u062d\u0633\u0628-\u0627\u0644\u062a\u0627\u0631\u064a\u062e\/\" \/>\n<meta property=\"og:locale\" content=\"az_AZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0643\u064a\u0641\u064a\u0629 \u0641\u0631\u0632 \u0625\u0637\u0627\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0628\u0627\u0646\u062f\u0627 \u062d\u0633\u0628 \u0627\u0644\u062a\u0627\u0631\u064a\u062e (\u0645\u0639 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