{"id":3476,"date":"2023-07-17T07:04:18","date_gmt":"2023-07-17T07:04:18","guid":{"rendered":"https:\/\/statorials.org\/ar\/dplyr-%d8%a7%d9%84%d8%b9%d8%ab%d9%88%d8%b1-%d8%b9%d9%84%d9%89-%d8%a7%d9%84%d8%aa%d9%83%d8%b1%d8%a7%d8%b1%d8%a7%d8%aa\/"},"modified":"2023-07-17T07:04:18","modified_gmt":"2023-07-17T07:04:18","slug":"dplyr-%d8%a7%d9%84%d8%b9%d8%ab%d9%88%d8%b1-%d8%b9%d9%84%d9%89-%d8%a7%d9%84%d8%aa%d9%83%d8%b1%d8%a7%d8%b1%d8%a7%d8%aa","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/dplyr-%d8%a7%d9%84%d8%b9%d8%ab%d9%88%d8%b1-%d8%b9%d9%84%d9%89-%d8%a7%d9%84%d8%aa%d9%83%d8%b1%d8%a7%d8%b1%d8%a7%d8%aa\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0643\u0631\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 dplyr"},"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 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0643\u0631\u0631\u0629 \u0641\u064a \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 dplyr:<\/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: \u0625\u0638\u0647\u0627\u0631 \u0643\u0627\u0641\u0629 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u0645\u0643\u0631\u0631\u0629<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#display all duplicate rows\n<\/span>df %&gt;%\n  group_by_all() %&gt;%\n  filter(n()&gt; <span style=\"color: #008000;\">1<\/span> ) %&gt;%\n  A group()<\/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: \u0625\u0638\u0647\u0627\u0631 \u0639\u062f\u062f \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u0645\u0643\u0631\u0631\u0629<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)<\/span>\n\n<span style=\"color: #000000;\"><span style=\"color: #008080;\">#display duplicate count for all duplicated rows\n<\/span>df %&gt;%\n  add_count(col1, col2, col3) %&gt;%\n  filter(n&gt; <span style=\"color: #008000;\">1<\/span> ) %&gt;%\n  distinct()\n<\/span><\/span><\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\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 \u0643\u0644 \u0637\u0631\u064a\u0642\u0629 \u0639\u0645\u0644\u064a\u064b\u0627 \u0645\u0639 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'),\n                 position=c('G', 'G', 'F', 'F', 'G', 'G', 'F', 'F'),\n                 points=c(10, 10, 8, 14, 15, 15, 17, 17))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team position points\n1 AG 10\n2 AG 10\n3AF 8\n4 AF 14\n5 BG 15\n6 BG 15\n7 BF 17\n8 BF 17\n<\/strong><\/span><\/pre>\n<h2 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644 1: \u0625\u0638\u0647\u0627\u0631 \u0643\u0627\u0641\u0629 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u0645\u0643\u0631\u0631\u0629<\/strong><\/span><\/h2>\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 \u0639\u0631\u0636 \u0643\u0627\u0641\u0629 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u0645\u0643\u0631\u0631\u0629 \u0641\u064a \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (dplyr)<\/span>\n\n#display all duplicate rows in data frame\n<span style=\"color: #000000;\">df %&gt;%\n  group_by_all() %&gt;%\n  filter(n()&gt; <span style=\"color: #008000;\">1<\/span> ) %&gt;%\n  A group()\n\n# A tibble: 6 x 3\n  team position points\n        \n1 AG 10\n2 AG 10\n3 BG 15\n4 BG 15\n5 BF 17\n6 BF 17<\/span><\/span><\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0648\u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0647\u064a \u0625\u0637\u0627\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 6 \u0635\u0641\u0648\u0641\u060c \u0643\u0644 \u0645\u0646\u0647\u0627 \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0635\u0641 \u0645\u0643\u0631\u0631.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0644\u0627\u062d\u0638\u0629<\/strong> : \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0641\u0642\u0637 \u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0642\u064a\u0645 \u0645\u0643\u0631\u0631\u0629 \u0641\u064a \u0623\u0639\u0645\u062f\u0629 \u0645\u062d\u062f\u062f\u0629\u060c \u0641\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0634\u064a\u0621 \u0645\u062b\u0644 <strong>group_by(team)<\/strong> \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0630\u0644\u0643 \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0642\u064a\u0645 \u0645\u0643\u0631\u0631\u0629 \u0641\u064a \u0639\u0645\u0648\u062f <strong>\u0627\u0644\u0641\u0631\u064a\u0642<\/strong> \u0641\u0642\u0637.<\/span><\/p>\n<h2 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644 2: \u0625\u0638\u0647\u0627\u0631 \u0639\u062f\u062f \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u0645\u0643\u0631\u0631\u0629<\/strong><\/span><\/h2>\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 \u0639\u0631\u0636 \u0627\u0644\u0639\u062f\u062f \u0627\u0644\u0645\u0643\u0631\u0631 \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u0645\u0643\u0631\u0631\u0629 \u0641\u064a \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n\n<span style=\"color: #008080;\">#display duplicate count for each row\n<\/span>df %&gt;%\n  add_count(team, position, points) %&gt;%\n  filter(n&gt; <span style=\"color: #008000;\">1<\/span> ) %&gt;%\n  distinct()\n\n  team position points n\n1 GA 10 2\n2 BG 15 2\n3 BF 17 2<\/strong><\/span><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u064a\u0639\u0631\u0636 \u0627\u0644\u0639\u0645\u0648\u062f <strong>n<\/strong> \u0625\u062c\u0645\u0627\u0644\u064a \u0639\u062f\u062f \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0644\u0643\u0644 \u0635\u0641.<\/span><\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0638\u0647\u0631 \u0627\u0644\u0633\u0637\u0631 \u0630\u0648 \u0627\u0644\u0642\u064a\u0645 A \u0648G \u064810 <strong>\u0645\u0631\u062a\u064a\u0646<\/strong> \u0641\u064a \u0643\u062a\u0644\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0638\u0647\u0631 \u0627\u0644\u0633\u0637\u0631 \u0630\u0648 \u0627\u0644\u0642\u064a\u0645 B \u0648G \u064815 <strong>\u0645\u0631\u062a\u064a\u0646<\/strong> \u0641\u064a \u0643\u062a\u0644\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0638\u0647\u0631 \u0627\u0644\u0633\u0637\u0631 \u0630\u0648 \u0627\u0644\u0642\u064a\u0645 B \u0648F \u064817 <strong>\u0645\u0631\u062a\u064a\u0646<\/strong> \u0641\u064a \u0643\u062a\u0644\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0644\u0627\u062d\u0638\u0629<\/strong> : \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0641\u0642\u0637 \u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0642\u064a\u0645 \u0645\u0643\u0631\u0631\u0629 \u0641\u064a \u0623\u0639\u0645\u062f\u0629 \u0645\u0639\u064a\u0646\u0629\u060c \u0641\u0642\u0645 \u0628\u062a\u0636\u0645\u064a\u0646 \u062a\u0644\u0643 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0641\u0642\u0637 \u0641\u064a \u0627\u0644\u062f\u0627\u0644\u0629 <strong>add_count()<\/strong> .<\/span><\/p>\n<h2 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/strong><\/span><\/h2>\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 R:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <a href=\"https:\/\/statorials.org\/ar\/\u0645\u0631\u0634\u062d-dplyr-\u0648\u0627\u062d\u062f\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0641\u0631\u064a\u062f\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 dplyr<\/a><br \/> \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u062a\u0635\u0641\u064a\u0629 \u062d\u0633\u0628 \u0634\u0631\u0648\u0637 \u0645\u062a\u0639\u062f\u062f\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 dplyr<br \/> <a href=\"https:\/\/statorials.org\/ar\/r-\u062d\u0633\u0627\u0628-\u0639\u062f\u062f-\u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a-\u0641\u064a-\u0627\u0644\u0639\u0645\u0648\u062f\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0639\u062f\u062f \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0641\u064a R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\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\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0643\u0631\u0631\u0629 \u0641\u064a \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 dplyr: \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u0625\u0638\u0647\u0627\u0631 \u0643\u0627\u0641\u0629 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u0645\u0643\u0631\u0631\u0629 library (dplyr) #display all duplicate rows df %&gt;% group_by_all() %&gt;% filter(n()&gt; 1 ) %&gt;% A group() \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u0625\u0638\u0647\u0627\u0631 \u0639\u062f\u062f \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0644\u062c\u0645\u064a\u0639 \u0627\u0644\u0635\u0641\u0648\u0641 \u0627\u0644\u0645\u0643\u0631\u0631\u0629 library (dplyr) #display duplicate count for all duplicated rows df %&gt;% add_count(col1, [&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 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0643\u0631\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 dplyr - \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\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u0643\u0631\u0631\u0629 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