{"id":2827,"date":"2023-07-20T12:39:11","date_gmt":"2023-07-20T12:39:11","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7-%d8%aa%d9%88%d9%84%d8%af-%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d8%b9%d8%b4%d9%88%d8%a7%d9%8a%d9%94%d9%8a%d8%a9\/"},"modified":"2023-07-20T12:39:11","modified_gmt":"2023-07-20T12:39:11","slug":"%d8%a7%d9%84%d8%a8%d8%a7%d9%86%d8%af%d8%a7-%d8%aa%d9%88%d9%84%d8%af-%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d8%b9%d8%b4%d9%88%d8%a7%d9%8a%d9%94%d9%8a%d8%a9","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%d9%88%d9%84%d8%af-%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d8%b9%d8%b4%d9%88%d8%a7%d9%8a%d9%94%d9%8a%d8%a9\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 pandas dataframe \u0628\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0634\u0648\u0627\u0626\u064a\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 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u062a\u0627\u0644\u064a \u0644\u0625\u0646\u0634\u0627\u0621 Pandas DataFrame \u0645\u0645\u0644\u0648\u0621 \u0628\u0623\u0639\u062f\u0627\u062f \u0635\u062d\u064a\u062d\u0629 \u0639\u0634\u0648\u0627\u0626\u064a\u0629:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ( <span style=\"color: #3366ff;\">np.random.randint<\/span> ( <span style=\"color: #008000;\"><span style=\"color: #000000;\">0,100<\/span><\/span> ,size=( <span style=\"color: #008000;\">10,3<\/span> )) <span style=\"color: #008000;\">,<\/span> columns=list( <span style=\"color: #3366ff;\">'<\/span> <span style=\"color: #ff0000;\">ABC<\/span> '))\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0646\u0634\u0626 \u0647\u0630\u0627 \u0627\u0644\u0645\u062b\u0627\u0644 \u0628\u0627\u0644\u062a\u062d\u062f\u064a\u062f DataFrame \u0645\u0643\u0648\u0646\u064b\u0627 \u0645\u0646 <strong>10<\/strong> \u0635\u0641\u0648\u0641 \u0648 <strong>3<\/strong> \u0623\u0639\u0645\u062f\u0629 \u062d\u064a\u062b \u062a\u0643\u0648\u0646 \u0643\u0644 \u0642\u064a\u0645\u0629 \u0641\u064a DataFrame \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0639\u062f\u062f \u0635\u062d\u064a\u062d \u0639\u0634\u0648\u0627\u0626\u064a \u0628\u064a\u0646 <strong>0<\/strong> \u0648 <strong>100<\/strong> .<\/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 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0647\u0630\u0627 \u0639\u0645\u0644\u064a\u064b\u0627.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644 1: \u0625\u0646\u0634\u0627\u0621 Pandas DataFrame \u0628\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0634\u0648\u0627\u0626\u064a\u0629<\/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 \u0625\u0646\u0634\u0627\u0621 DataFrame \u0627\u0644\u0628\u0627\u0646\u062f\u0627 \u0645\u0639 10 \u0635\u0641\u0648\u0641 \u0648 3 \u0623\u0639\u0645\u062f\u0629 \u062d\u064a\u062b \u0643\u0644 \u0642\u064a\u0645\u0629 \u0641\u064a DataFrame \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0639\u062f\u062f \u0635\u062d\u064a\u062d \u0639\u0634\u0648\u0627\u0626\u064a \u0628\u064a\u0646 0 \u0648 100:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#createDataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ( <span style=\"color: #3366ff;\">np.random.randint<\/span> ( <span style=\"color: #008000;\">0,100<\/span> ,size=( <span style=\"color: #008000;\">10,3<\/span> )), columns=list( <span style=\"color: #3366ff;\">'<\/span> <span style=\"color: #ff0000;\">ABC<\/span> ') <span style=\"color: #008000;\">)<\/span> \n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n    ABC\n0 72 70 27\n1 87 85 7\n2 4 42 84\n3 85 87 63\n4 79 72 30\n5 96 99 79\n6 26 47 90\n7 35 69 56\n8 42 47 0\n9 97 4 59\n<\/span><\/span><\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627\u062d\u0638 \u0623\u0646\u0647 \u0641\u064a \u0643\u0644 \u0645\u0631\u0629 \u062a\u0642\u0648\u0645 \u0641\u064a\u0647\u0627 \u0628\u062a\u0634\u063a\u064a\u0644 \u0647\u0630\u0627 \u0627\u0644\u0631\u0645\u0632\u060c \u0633\u062a\u0643\u0648\u0646 \u0627\u0644\u0623\u0639\u062f\u0627\u062f \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0641\u064a DataFrame \u0645\u062e\u062a\u0644\u0641\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0625\u0646\u0634\u0627\u0621 \u0645\u062b\u0627\u0644 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0643\u0631\u0627\u0631 \u062d\u064a\u062b \u062a\u0643\u0648\u0646 \u0627\u0644\u0623\u0639\u062f\u0627\u062f \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0647\u064a \u0646\u0641\u0633\u0647\u0627 \u0641\u064a \u0643\u0644 \u0645\u0631\u0629\u060c \u0641\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062c\u0632\u0621 \u0627\u0644\u062a\u0627\u0644\u064a \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0642\u0628\u0644 \u0625\u0646\u0634\u0627\u0621 DataFrame:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>n.p. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">seed<\/span> ( <span style=\"color: #008000;\">0<\/span> )\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0622\u0646\u060c \u0641\u064a \u0643\u0644 \u0645\u0631\u0629 \u062a\u0642\u0648\u0645 \u0641\u064a\u0647\u0627 \u0628\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629\u060c \u0633\u062a\u0643\u0648\u0646 \u0627\u0644\u0623\u0639\u062f\u0627\u062f \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0641\u064a DataFrame \u0647\u064a \u0646\u0641\u0633\u0647\u0627.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u062b\u0627\u0644 2: \u0625\u0636\u0627\u0641\u0629 \u0639\u0645\u0648\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0634\u0648\u0627\u0626\u064a \u0625\u0644\u0649 DataFrame \u0645\u0648\u062c\u0648\u062f<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0644\u062f\u064a\u0646\u0627 \u0648\u062d\u062f\u0627\u062a DataFrame \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627:<\/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><span style=\"color: #008080;\">\n#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, 19, 14, 14, 11, 20, 28],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 10, 6, 6, 5, 9, 12]})<\/span>\n\n#view DataFrame\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists rebounds\n0 A 18 5 11\n1 B 22 7 8\n2 C 19 7 10\n3 D 14 9 6\n4 E 14 12 6\n5 F 11 9 5\n6 G 20 9 9\n7:28 4 12\n<\/span><\/span><\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u062a\u0627\u0644\u064a \u0644\u0625\u0636\u0627\u0641\u0629 \u0639\u0645\u0648\u062f \u062c\u062f\u064a\u062f \u064a\u0633\u0645\u0649 &#8220;rand&#8221; \u0648\u0627\u0644\u0630\u064a \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0623\u0639\u062f\u0627\u062f \u0635\u062d\u064a\u062d\u0629 \u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0628\u064a\u0646 0 \u0648 100:<\/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> numpy <span style=\"color: #008000;\">as<\/span> np\n<\/span><\/span><span style=\"color: #008080;\">\n#add 'rand' column that contains 8 random integers between 0 and 100\n<span style=\"color: #000000;\">df[' <span style=\"color: #ff0000;\">rand<\/span> '] = np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">randint<\/span> ( <span style=\"color: #008000;\">0,100<\/span> , <span style=\"color: #008000;\">size<\/span> = <span style=\"color: #008000;\">(<\/span> <span style=\"color: #008000;\">8,1<\/span> ))\n<\/span>\n#view updated DataFrame\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists rebounds rand\n0 A 18 5 11 47\n1 B 22 7 8 64\n2 C 19 7 10 82\n3 D 14 9 6 99\n4 E 14 12 6 88\n5 F 11 9 5 49\n6 G 20 9 9 29\n7:28 4 12 19<\/span><\/span><\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627\u062d\u0638 \u0623\u0646\u0647 \u062a\u0645\u062a \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u062c\u062f\u064a\u062f &#8220;rand&#8221; \u0625\u0644\u0649 DataFrame \u0627\u0644\u0645\u0648\u062c\u0648\u062f.<\/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\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<p style=\";text-align:right;direction:rtl\"> \u0643\u064a\u0641\u064a\u0629 \u0627\u062d\u062a\u0633\u0627\u0628 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0628\u0627\u0646\u062f\u0627<br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0627\u0644\u0628\u0627\u0646\u062f\u0627-\u062a\u0633\u062a\u0628\u062f\u0644-nan-\u0628\u0627\u0644\u0635\u0641\u0631\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u0628\u062f\u0627\u0644 \u0642\u064a\u0645 NaN \u0628\u0627\u0644\u0635\u0641\u0631 \u0641\u064a Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0627\u0644\u0628\u0627\u0646\u062f\u0627-\u064a\u062a\u062d\u0642\u0642-\u0627\u0655\u0630\u0627-\u0643\u0627\u0646\u062a-\u0627\u0644\u062e\u0644\u064a\u0629-\u0641\u0627\u0631\u063a\u0629\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u062e\u0644\u064a\u0629 \u0641\u0627\u0631\u063a\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 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u062a\u0627\u0644\u064a \u0644\u0625\u0646\u0634\u0627\u0621 Pandas DataFrame \u0645\u0645\u0644\u0648\u0621 \u0628\u0623\u0639\u062f\u0627\u062f \u0635\u062d\u064a\u062d\u0629 \u0639\u0634\u0648\u0627\u0626\u064a\u0629: df = pd. 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