{"id":2916,"date":"2023-07-20T02:44:20","date_gmt":"2023-07-20T02:44:20","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d9%82%d8%a7%d9%8a%d9%94%d9%85%d8%a9-%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7-%d8%a7%d9%84%d8%ac%d9%85%d8%a7%d8%b9%d9%8a%d8%a9\/"},"modified":"2023-07-20T02:44:20","modified_gmt":"2023-07-20T02:44:20","slug":"%d9%82%d8%a7%d9%8a%d9%94%d9%85%d8%a9-%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7-%d8%a7%d9%84%d8%ac%d9%85%d8%a7%d8%b9%d9%8a%d8%a9","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d9%82%d8%a7%d9%8a%d9%94%d9%85%d8%a9-%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7-%d8%a7%d9%84%d8%ac%d9%85%d8%a7%d8%b9%d9%8a%d8%a9\/","title":{"rendered":"\u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0643\u064a\u0641\u064a\u0629 \u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u0641\u064a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 groupby"},"content":{"rendered":"

<\/p>\n

\n

\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062a\u062c\u0645\u064a\u0639 \u0635\u0641\u0648\u0641 DataFrame \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 GroupBy \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627:<\/span><\/p>\n

\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0644\u0639\u0645\u0648\u062f \u0648\u0627\u062d\u062f<\/strong><\/span><\/p>\n

 df. groupby<\/span> (' group_var<\/span> ')[' values_var<\/span> ']. agg<\/span> ( list<\/span> ). reset_index<\/span> (name=' values_var<\/span> ')\n<\/strong><\/pre>\n
 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0644\u0623\u0639\u0645\u062f\u0629 \u0645\u062a\u0639\u062f\u062f\u0629<\/strong><\/span><\/p>\n
 df. groupby<\/span> (' team<\/span> '). agg<\/span> (list)<\/strong><\/pre>\n
 \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 \u0639\u0645\u0644\u064a\u064b\u0627 \u0645\u0639 \u0627\u0644\u0628\u0627\u0646\u062f\u0627 DataFrame \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> ({' team<\/span> ': ['A', 'A', 'A', 'A', 'B', 'B', 'C', 'C', 'C'],\n                   ' points<\/span> ': [10, 10, 12, 15, 19, 23, 20, 20, 26],\n                   ' assists<\/span> ': [6, 8, 9, 11, 13, 8, 8, 15, 10]})\n\n#view DataFrame\n<\/span>print<\/span> (df)\n\n  team points assists\n0 to 10 6\n1 to 10 8\n2 to 12 9\n3 to 15 11\n4 B 19 13\n5 B 23 8\n6 C 20 8\n7 C 20 15\n8 C 26 10\n<\/strong><\/pre>\n
 \u0645\u062b\u0627\u0644 1: \u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0644\u0639\u0645\u0648\u062f \u0648\u0627\u062d\u062f<\/strong><\/span><\/h3>\n
 \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a \u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u062d\u0633\u0628 \u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0631\u064a\u0642<\/strong> \u0648\u0625\u0646\u0634\u0627\u0621 \u0642\u0627\u0626\u0645\u0629 \u0628\u0642\u064a\u0645 \u0639\u0645\u0648\u062f \u0627\u0644\u0646\u0642\u0627\u0637<\/strong> :<\/span><\/p>\n
 #group points values into list by team<\/span>\ndf.<\/span> groupby<\/span> (' team<\/span> ')[' points<\/span> '].<\/span> agg<\/span> ( list<\/span> ).<\/span> reset_index<\/span> (name=' points<\/span> ')\n\n     team points\n0 A [10, 10, 12, 15]\n1 B [19, 23]\n2 C [20, 20, 26]<\/span><\/strong><\/span><\/pre>\n
 \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u0631\u0649 \u0623\u0646\u0647 \u064a\u062a\u0645 \u0625\u0646\u062a\u0627\u062c \u0642\u0627\u0626\u0645\u0629 \u0628\u0642\u064a\u0645 \u0627\u0644\u0646\u0642\u0627\u0637 \u0644\u0643\u0644 \u0641\u0631\u064a\u0642 \u0641\u0631\u064a\u062f \u0641\u064a DataFrame.<\/span><\/p>\n
 \u0627\u0644\u0645\u062b\u0627\u0644 2: \u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0644\u0623\u0639\u0645\u062f\u0629 \u0645\u062a\u0639\u062f\u062f\u0629<\/strong><\/span><\/h3>\n
 \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u062d\u0633\u0628 \u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0631\u064a\u0642<\/strong> \u0648\u0625\u0646\u062a\u0627\u062c \u0642\u0627\u0626\u0645\u0629 \u0642\u064a\u0645 \u0627\u0644\u0646\u0642\u0627\u0637<\/strong> \u0648\u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629<\/strong> :<\/span><\/p>\n
 #group points and assists values into lists by team<\/span>\ndf. groupby<\/span> (' team<\/span> '). agg<\/span> ( list<\/span> )\n\n\tassist points\nteam\t\t\nA [10, 10, 12, 15] [6, 8, 9, 11]\nB [19, 23] [13, 8]\nC [20, 20, 26] [8, 15, 10]<\/strong><\/span><\/pre>\n
 \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u0631\u0649 \u0623\u0646\u0647 \u064a\u062a\u0645 \u0625\u0646\u062a\u0627\u062c \u0642\u0627\u0626\u0645\u0629 \u0628\u0642\u064a\u0645 \u0627\u0644\u0646\u0642\u0627\u0637 \u0648\u0642\u0627\u0626\u0645\u0629 \u0628\u0642\u064a\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0644\u0643\u0644 \u0641\u0631\u064a\u0642 \u0641\u0631\u064a\u062f \u0641\u064a DataFrame.<\/span><\/p>\n
 \u0645\u0644\u0627\u062d\u0638\u0629<\/strong> : \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0644\u0639\u0645\u0644\u064a\u0629 GroupBy \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627 \u0647\u0646\u0627<\/a> .<\/span><\/p>\n
 \u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/strong><\/span><\/h3>\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\u0645\u062c\u0645\u0648\u0639 \u0627\u0644\u062a\u0631\u0627\u0643\u0645\u064a \u0644\u0643\u0644 \u0645\u062c\u0645\u0648\u0639\u0629<\/a>
 \u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0641\u0631\u064a\u062f\u0629 \u062d\u0633\u0628 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629<\/a>
 \u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0627\u0644\u0648\u0636\u0639 \u062d\u0633\u0628 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629<\/a>
 \u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637 \u062d\u0633\u0628 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062a\u062c\u0645\u064a\u0639 \u0635\u0641\u0648\u0641 DataFrame \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 GroupBy \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627: \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0644\u0639\u0645\u0648\u062f \u0648\u0627\u062d\u062f df. groupby (‘ group_var ‘)[‘ values_var ‘]. agg ( list ). reset_index (name=’ values_var ‘) \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0644\u0623\u0639\u0645\u062f\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 df. groupby (‘ team ‘). agg (list) \u062a\u0648\u0636\u062d \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 […]<\/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 \u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u0641\u064a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 GroupBy - 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