\u0627\u0644\u062e\u0637\u0648\u0629 1: \u0625\u0646\u0634\u0627\u0621 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/span><\/h2>\n \u0623\u0648\u0644\u0627\u064b\u060c \u0644\u0646\u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a \u0627\u0644\u0630\u064a \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u064a \u0633\u062c\u0644\u0647\u0627 60 \u0644\u0627\u0639\u0628\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u064b\u0627 \u0644\u0643\u0631\u0629 \u0627\u0644\u0633\u0644\u0629 \u0641\u064a \u062b\u0644\u0627\u062b\u0629 \u0641\u0631\u0642 \u0645\u062e\u062a\u0644\u0641\u0629:<\/span><\/p>\n #make this example reproducible\n<\/span>set. seeds<\/span> (1)\n\n#create data frame\n<\/span>df <- data. frame<\/span> (team=rep(c('A', 'B', 'C'), each= 20<\/span> ),\n player=rep(LETTERS[1:20], times= 3<\/span> ),\n points=round(rnorm(n=60, mean=30, sd=10), 2))\n\n#view head of data frame\n<\/span>head(df)\n\n team player points\n1 AA 23.74\n2AB 31.84\n3 AC 21.64\n4AD 45.95\n5 AE 33.30\n6 FY 21.80\n<\/strong><\/span><\/pre>\n \u0645\u0644\u0627\u062d\u0638\u0629<\/strong> : \u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627 \u0627\u0644\u062f\u0627\u0644\u0629set.seed()<\/a> \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0647\u0630\u0627 \u0627\u0644\u0645\u062b\u0627\u0644 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0643\u0631\u0627\u0631.<\/span><\/span><\/p>\n \u0627\u0644\u062e\u0637\u0648\u0629 2: \u062a\u062d\u062f\u064a\u062f \u0648\u0638\u064a\u0641\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629<\/strong><\/span><\/h2>\n \u0641\u064a ggplot2\u060c \u064a\u062a\u0645 \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u062d\u0627\u0644\u0629 \u0645\u062a\u0637\u0631\u0641\u0629 \u0625\u0630\u0627 \u0627\u0633\u062a\u0648\u0641\u062a \u0623\u062d\u062f \u0627\u0644\u0634\u0631\u0637\u064a\u0646 \u0627\u0644\u062a\u0627\u0644\u064a\u064a\u0646:<\/span><\/p>\n\n- \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u0647\u064a 1.5 \u0645\u0631\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0631\u0628\u064a\u0639\u064a \u062a\u062d\u062a \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u0623\u0648\u0644 (Q1)<\/span><\/li>\n
- \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u0647\u064a 1.5 \u0645\u0631\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0631\u0628\u064a\u0639\u064a \u0641\u0648\u0642 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u062b\u0627\u0644\u062b (Q3).<\/span><\/li>\n<\/ul>\n
\u064a\u0645\u0643\u0646\u0646\u0627 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0641\u064a R \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0642\u064a\u0645 \u0645\u062a\u0637\u0631\u0641\u0629 \u0625\u0630\u0627 \u0627\u0633\u062a\u0648\u0641\u062a \u0623\u062d\u062f \u0647\u0630\u064a\u0646 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u064a\u0646:<\/span><\/p>\n find_outlier <- function<\/span> (x) {\n return<\/span> (x < quantile(x, .25) - 1.5*IQR(x) | x > quantile(x, .75) + 1.5*IQR(x))\n}\n<\/span><\/span><\/strong><\/pre>\n \u0630\u0627\u062a \u0635\u0644\u0629:<\/strong> \u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0631\u0628\u064a\u0639\u064a<\/a><\/span><\/p>\n \u0627\u0644\u062e\u0637\u0648\u0629 3: \u0642\u0645 \u0628\u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a boxplots \u0641\u064a ggplot2<\/span><\/strong><\/span><\/h2>\n \u062b\u0645 \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\u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a boxplots \u0641\u064a ggplot2:<\/span><\/span> <\/p>\n library<\/span> (ggplot2)\nlibrary<\/span> (dplyr)\n\n#add new column to data frame that indicates if each observation is an outlier\ndf <- df %>%\n group_by(team) %>%\n mutate(outlier = ifelse(find_outlier(points), points, NA))<\/span>\n\n#create box plot of points by team and label outliers\nggplot(df, aes(x=team, y=points)) +\n geom_boxplot() +\n geom_text(aes(label=outlier), na. rm<\/span> = TRUE<\/span> , hjust= -.5<\/span> )<\/span><\/span><\/span><\/span><\/strong> <\/pre>\n![\"\u062a\u0633\u0645\u064a\u0629](\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeur-aberrante1.jpg\")
<\/p>\n
\u0644\u0627\u062d\u0638 \u0623\u0646\u0647 \u062a\u0645 \u062a\u0633\u0645\u064a\u0629 \u0642\u064a\u0645\u062a\u064a\u0646 \u0645\u062a\u0637\u0631\u0641\u062a\u064a\u0646 \u0641\u064a \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a.<\/span><\/span><\/p>\n \u0627\u0644\u0623\u0648\u0644 \u0647\u0648 \u0644\u0627\u0639\u0628 \u0645\u0646 \u0627\u0644\u0641\u0631\u064a\u0642 “\u0623” \u0627\u0644\u0630\u064a \u0633\u062c\u0644 7.85<\/strong> \u0646\u0642\u0637\u0629 \u0648\u0627\u0644\u063a\u0631\u064a\u0628 \u0627\u0644\u0622\u062e\u0631 \u0647\u0648 \u0644\u0627\u0639\u0628 \u0645\u0646 \u0627\u0644\u0641\u0631\u064a\u0642 “\u0628” \u0627\u0644\u0630\u064a \u0633\u062c\u0644 10.11<\/strong> \u0646\u0642\u0637\u0629.<\/span><\/p>\n \u0644\u0627\u062d\u0638 \u0623\u0646\u0647 \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062a\u063a\u064a\u0631 \u0645\u062e\u062a\u0644\u0641 \u0644\u062a\u0633\u0645\u064a\u0629 \u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629.<\/span><\/p>\n \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u062a\u0628\u062f\u064a\u0644 \u0646\u0642\u0627\u0637<\/strong> \u0627\u0644\u0644\u0627\u0639\u0628<\/strong> \u0641\u064a \u0627\u0644\u062f\u0627\u0644\u0629 mutate()<\/strong> \u200e \u0644\u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0633\u0645 \u0627\u0644\u0644\u0627\u0639\u0628:<\/span> <\/p>\n library<\/span> (ggplot2)\nlibrary<\/span> (dplyr)\n\n#add new column to data frame that indicates if each observation is an outlier\ndf <- df %>%\n group_by(team) %>%\n mutate(outlier = ifelse(find_outlier(points), player, NA))\n\n#create box plot of points by team and label outliers\n<\/span>ggplot(df, aes(x=team, y=points)) +\n geom_boxplot() +\n geom_text(aes(label=outlier), na. rm<\/span> = TRUE<\/span> , hjust= -.5<\/span> )<\/span><\/span><\/span><\/span><\/strong> <\/pre>\n![\"\"](\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/valeur-aberrante2.jpg\")
<\/p>\n
\u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0644\u0644\u0641\u0631\u064a\u0642 “\u0623” \u0627\u0644\u0622\u0646 \u062a\u062d\u0645\u0644 \u0639\u0644\u0627\u0645\u0629 N<\/strong> \u060c \u0648\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0644\u0644\u0641\u0631\u064a\u0642 “\u0628” \u062a\u062d\u0645\u0644 \u0627\u0644\u0622\u0646 \u0639\u0644\u0627\u0645\u0629 ” \u062f”<\/strong> \u060c \u062d\u064a\u062b \u062a\u0645\u062b\u0644 \u0647\u0630\u0647 \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0644\u0627\u0639\u0628\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u0644\u062f\u064a\u0647\u0645 \u0642\u064a\u0645 \u0645\u062a\u0637\u0631\u0641\u0629 \u0644\u0644\u0646\u0642\u0627\u0637.<\/span><\/p>\n \u0645\u0644\u0627\u062d\u0638\u0629<\/strong> : \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0633\u064a\u0637\u0629 hjust<\/a> \u0641\u064a Geom_text()<\/strong> \u0644\u062f\u0641\u0639 \u0627\u0644\u062a\u0633\u0645\u064a\u0629 \u0623\u0641\u0642\u064a\u064b\u0627 \u0625\u0644\u0649 \u0627\u0644\u064a\u0645\u064a\u0646 \u0628\u062d\u064a\u062b \u0644\u0627 \u062a\u062a\u062f\u0627\u062e\u0644 \u0645\u0639 \u0646\u0642\u0637\u0629 \u0627\u0644\u0631\u0633\u0645.<\/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\u0645\u0647\u0627\u0645 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0623\u062e\u0631\u0649 \u0641\u064a ggplot2:<\/span><\/p>\n \u0643\u064a\u0641\u064a\u0629 \u062a\u063a\u064a\u064a\u0631 \u062d\u062c\u0645 \u0627\u0644\u062e\u0637 \u0641\u064a ggplot2<\/a>
\u0643\u064a\u0641\u064a\u0629 \u0625\u0632\u0627\u0644\u0629 \u0648\u0633\u064a\u0644\u0629 \u0625\u064a\u0636\u0627\u062d \u0641\u064a ggplot2<\/a>
\u0643\u064a\u0641\u064a\u0629 \u062a\u062f\u0648\u064a\u0631 \u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u0648\u0631 \u0641\u064a ggplot2<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u064a\u0648\u0641\u0631 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0645\u062b\u0627\u0644\u0627\u064b \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a boxplots \u0641\u064a ggplot2. \u0627\u0644\u062e\u0637\u0648\u0629 1: \u0625\u0646\u0634\u0627\u0621 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648\u0644\u0627\u064b\u060c \u0644\u0646\u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a \u0627\u0644\u0630\u064a \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u064a \u0633\u062c\u0644\u0647\u0627 60 \u0644\u0627\u0639\u0628\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u064b\u0627 \u0644\u0643\u0631\u0629 \u0627\u0644\u0633\u0644\u0629 \u0641\u064a \u062b\u0644\u0627\u062b\u0629 \u0641\u0631\u0642 \u0645\u062e\u062a\u0644\u0641\u0629: #make this example reproducible set. seeds (1) #create data frame 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 \u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a boxplots \u0641\u064a ggplot2 - Statorials<\/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 \u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a boxplots \u0641\u064a ggplot2\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\/\u062a\u0633\u0645\u064a\u0629-\u0627\u0644\u0642\u064a\u0645-\u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629-\u0641\u064a-boxplots-ggplot2\/\" \/>\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 \u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a boxplots \u0641\u064a ggplot2 - 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Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/ar\/#website"},"datePublished":"2023-07-17T02:49:04+00:00","dateModified":"2023-07-17T02:49:04+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 \u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a boxplots \u0641\u064a ggplot2\u060c \u0645\u0639 \u0639\u062f\u0629 \u0623\u0645\u062b\u0644\u0629.","breadcrumb":{"@id":"https:\/\/statorials.org\/ar\/%d8%aa%d8%b3%d9%85%d9%8a%d8%a9-%d8%a7%d9%84%d9%82%d9%8a%d9%85-%d8%a7%d9%84%d9%85%d8%aa%d8%b7%d8%b1%d9%81%d8%a9-%d9%81%d9%8a-boxplots-ggplot2\/#breadcrumb"},"inLanguage":"azb","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/ar\/%d8%aa%d8%b3%d9%85%d9%8a%d8%a9-%d8%a7%d9%84%d9%82%d9%8a%d9%85-%d8%a7%d9%84%d9%85%d8%aa%d8%b7%d8%b1%d9%81%d8%a9-%d9%81%d9%8a-boxplots-ggplot2\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/ar\/%d8%aa%d8%b3%d9%85%d9%8a%d8%a9-%d8%a7%d9%84%d9%82%d9%8a%d9%85-%d8%a7%d9%84%d9%85%d8%aa%d8%b7%d8%b1%d9%81%d8%a9-%d9%81%d9%8a-boxplots-ggplot2\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u0628\u064a\u062a","item":"https:\/\/statorials.org\/ar\/"},{"@type":"ListItem","position":2,"name":"\u0643\u064a\u0641\u064a\u0629 \u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a boxplots \u0641\u064a ggplot2"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/ar\/#website","url":"https:\/\/statorials.org\/ar\/","name":"Statorials","description":"\u062f\u0644\u064a\u0644\u0643 \u0644\u0645\u062d\u0648 \u0627\u0644\u0623\u0645\u064a\u0629 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/ar\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"azb"},{"@type":"Person","@id":"https:\/\/statorials.org\/ar\/#\/schema\/person\/a0a26e65f97483429b863aae1a11e3b3","name":"\u062f\u0643\u062a\u0648\u0631 \u0628\u0646\u064a\u0627\u0645\u064a\u0646 \u0623\u0646\u062f\u0631\u0633\u0648\u0646","image":{"@type":"ImageObject","inLanguage":"azb","@id":"https:\/\/statorials.org\/ar\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/ar\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/ar\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u062f\u0643\u062a\u0648\u0631 \u0628\u0646\u064a\u0627\u0645\u064a\u0646 \u0623\u0646\u062f\u0631\u0633\u0648\u0646"},"description":"\u0645\u0631\u062d\u0628\u064b\u0627\u060c \u0623\u0646\u0627 \u0628\u0646\u062c\u0627\u0645\u064a\u0646\u060c \u0623\u0633\u062a\u0627\u0630 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0627\u0644\u0645\u062a\u0642\u0627\u0639\u062f \u0627\u0644\u0630\u064a \u062a\u062d\u0648\u0644 \u0625\u0644\u0649 \u0645\u062f\u0631\u0633 \u0645\u062a\u062e\u0635\u0635 \u0641\u064a Statorials. \u0628\u0641\u0636\u0644 \u062e\u0628\u0631\u062a\u064a \u0627\u0644\u0648\u0627\u0633\u0639\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0621\u060c \u0641\u0623\u0646\u0627 \u062d\u0631\u064a\u0635 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u0643\u0629 \u0645\u0639\u0631\u0641\u062a\u064a \u0644\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0637\u0644\u0627\u0628 \u0645\u0646 \u062e\u0644\u0627\u0644 Statorials. \u062a\u0639\u0631\u0641 \u0623\u0643\u062b\u0631","sameAs":["https:\/\/statorials.org\/ar"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/ar\/wp-json\/wp\/v2\/posts\/3509"}],"collection":[{"href":"https:\/\/statorials.org\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/ar\/wp-json\/wp\/v2\/comments?post=3509"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/ar\/wp-json\/wp\/v2\/posts\/3509\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/ar\/wp-json\/wp\/v2\/media?parent=3509"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/ar\/wp-json\/wp\/v2\/categories?post=3509"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/ar\/wp-json\/wp\/v2\/tags?post=3509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
#make this example reproducible\n<\/span>set. seeds<\/span> (1)\n\n#create data frame\n<\/span>df <- data. frame<\/span> (team=rep(c('A', 'B', 'C'), each= 20<\/span> ),\n player=rep(LETTERS[1:20], times= 3<\/span> ),\n points=round(rnorm(n=60, mean=30, sd=10), 2))\n\n#view head of data frame\n<\/span>head(df)\n\n team player points\n1 AA 23.74\n2AB 31.84\n3 AC 21.64\n4AD 45.95\n5 AE 33.30\n6 FY 21.80\n<\/strong><\/span><\/pre>\n \u0645\u0644\u0627\u062d\u0638\u0629<\/strong> : \u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627 \u0627\u0644\u062f\u0627\u0644\u0629set.seed()<\/a> \u0644\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0647\u0630\u0627 \u0627\u0644\u0645\u062b\u0627\u0644 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0643\u0631\u0627\u0631.<\/span><\/span><\/p>\n \u0627\u0644\u062e\u0637\u0648\u0629 2: \u062a\u062d\u062f\u064a\u062f \u0648\u0638\u064a\u0641\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629<\/strong><\/span><\/h2>\n \u0641\u064a ggplot2\u060c \u064a\u062a\u0645 \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u062d\u0627\u0644\u0629 \u0645\u062a\u0637\u0631\u0641\u0629 \u0625\u0630\u0627 \u0627\u0633\u062a\u0648\u0641\u062a \u0623\u062d\u062f \u0627\u0644\u0634\u0631\u0637\u064a\u0646 \u0627\u0644\u062a\u0627\u0644\u064a\u064a\u0646:<\/span><\/p>\n\n- \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u0647\u064a 1.5 \u0645\u0631\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0631\u0628\u064a\u0639\u064a \u062a\u062d\u062a \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u0623\u0648\u0644 (Q1)<\/span><\/li>\n
- \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u0647\u064a 1.5 \u0645\u0631\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0631\u0628\u064a\u0639\u064a \u0641\u0648\u0642 \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u062b\u0627\u0644\u062b (Q3).<\/span><\/li>\n<\/ul>\n
\u064a\u0645\u0643\u0646\u0646\u0627 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0641\u064a R \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0642\u064a\u0645 \u0645\u062a\u0637\u0631\u0641\u0629 \u0625\u0630\u0627 \u0627\u0633\u062a\u0648\u0641\u062a \u0623\u062d\u062f \u0647\u0630\u064a\u0646 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u064a\u0646:<\/span><\/p>\n find_outlier <- function<\/span> (x) {\n return<\/span> (x < quantile(x, .25) - 1.5*IQR(x) | x > quantile(x, .75) + 1.5*IQR(x))\n}\n<\/span><\/span><\/strong><\/pre>\n \u0630\u0627\u062a \u0635\u0644\u0629:<\/strong> \u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0631\u0628\u064a\u0639\u064a<\/a><\/span><\/p>\n \u0627\u0644\u062e\u0637\u0648\u0629 3: \u0642\u0645 \u0628\u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a boxplots \u0641\u064a ggplot2<\/span><\/strong><\/span><\/h2>\n \u062b\u0645 \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\u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a boxplots \u0641\u064a ggplot2:<\/span><\/span> <\/p>\n library<\/span> (ggplot2)\nlibrary<\/span> (dplyr)\n\n#add new column to data frame that indicates if each observation is an outlier\ndf <- df %>%\n group_by(team) %>%\n mutate(outlier = ifelse(find_outlier(points), points, NA))<\/span>\n\n#create box plot of points by team and label outliers\nggplot(df, aes(x=team, y=points)) +\n geom_boxplot() +\n geom_text(aes(label=outlier), na. rm<\/span> = TRUE<\/span> , hjust= -.5<\/span> )<\/span><\/span><\/span><\/span><\/strong> <\/pre>\n<\/p>\n
\u0644\u0627\u062d\u0638 \u0623\u0646\u0647 \u062a\u0645 \u062a\u0633\u0645\u064a\u0629 \u0642\u064a\u0645\u062a\u064a\u0646 \u0645\u062a\u0637\u0631\u0641\u062a\u064a\u0646 \u0641\u064a \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a.<\/span><\/span><\/p>\n \u0627\u0644\u0623\u0648\u0644 \u0647\u0648 \u0644\u0627\u0639\u0628 \u0645\u0646 \u0627\u0644\u0641\u0631\u064a\u0642 “\u0623” \u0627\u0644\u0630\u064a \u0633\u062c\u0644 7.85<\/strong> \u0646\u0642\u0637\u0629 \u0648\u0627\u0644\u063a\u0631\u064a\u0628 \u0627\u0644\u0622\u062e\u0631 \u0647\u0648 \u0644\u0627\u0639\u0628 \u0645\u0646 \u0627\u0644\u0641\u0631\u064a\u0642 “\u0628” \u0627\u0644\u0630\u064a \u0633\u062c\u0644 10.11<\/strong> \u0646\u0642\u0637\u0629.<\/span><\/p>\n \u0644\u0627\u062d\u0638 \u0623\u0646\u0647 \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062a\u063a\u064a\u0631 \u0645\u062e\u062a\u0644\u0641 \u0644\u062a\u0633\u0645\u064a\u0629 \u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629.<\/span><\/p>\n \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u062a\u0628\u062f\u064a\u0644 \u0646\u0642\u0627\u0637<\/strong> \u0627\u0644\u0644\u0627\u0639\u0628<\/strong> \u0641\u064a \u0627\u0644\u062f\u0627\u0644\u0629 mutate()<\/strong> \u200e \u0644\u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0633\u0645 \u0627\u0644\u0644\u0627\u0639\u0628:<\/span> <\/p>\n library<\/span> (ggplot2)\nlibrary<\/span> (dplyr)\n\n#add new column to data frame that indicates if each observation is an outlier\ndf <- df %>%\n group_by(team) %>%\n mutate(outlier = ifelse(find_outlier(points), player, NA))\n\n#create box plot of points by team and label outliers\n<\/span>ggplot(df, aes(x=team, y=points)) +\n geom_boxplot() +\n geom_text(aes(label=outlier), na. rm<\/span> = TRUE<\/span> , hjust= -.5<\/span> )<\/span><\/span><\/span><\/span><\/strong> <\/pre>\n<\/p>\n
\u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0644\u0644\u0641\u0631\u064a\u0642 “\u0623” \u0627\u0644\u0622\u0646 \u062a\u062d\u0645\u0644 \u0639\u0644\u0627\u0645\u0629 N<\/strong> \u060c \u0648\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0644\u0644\u0641\u0631\u064a\u0642 “\u0628” \u062a\u062d\u0645\u0644 \u0627\u0644\u0622\u0646 \u0639\u0644\u0627\u0645\u0629 ” \u062f”<\/strong> \u060c \u062d\u064a\u062b \u062a\u0645\u062b\u0644 \u0647\u0630\u0647 \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0644\u0627\u0639\u0628\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u0644\u062f\u064a\u0647\u0645 \u0642\u064a\u0645 \u0645\u062a\u0637\u0631\u0641\u0629 \u0644\u0644\u0646\u0642\u0627\u0637.<\/span><\/p>\n \u0645\u0644\u0627\u062d\u0638\u0629<\/strong> : \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0633\u064a\u0637\u0629 hjust<\/a> \u0641\u064a Geom_text()<\/strong> \u0644\u062f\u0641\u0639 \u0627\u0644\u062a\u0633\u0645\u064a\u0629 \u0623\u0641\u0642\u064a\u064b\u0627 \u0625\u0644\u0649 \u0627\u0644\u064a\u0645\u064a\u0646 \u0628\u062d\u064a\u062b \u0644\u0627 \u062a\u062a\u062f\u0627\u062e\u0644 \u0645\u0639 \u0646\u0642\u0637\u0629 \u0627\u0644\u0631\u0633\u0645.<\/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\u0645\u0647\u0627\u0645 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0623\u062e\u0631\u0649 \u0641\u064a ggplot2:<\/span><\/p>\n \u0643\u064a\u0641\u064a\u0629 \u062a\u063a\u064a\u064a\u0631 \u062d\u062c\u0645 \u0627\u0644\u062e\u0637 \u0641\u064a ggplot2<\/a>
\u0643\u064a\u0641\u064a\u0629 \u0625\u0632\u0627\u0644\u0629 \u0648\u0633\u064a\u0644\u0629 \u0625\u064a\u0636\u0627\u062d \u0641\u064a ggplot2<\/a>
\u0643\u064a\u0641\u064a\u0629 \u062a\u062f\u0648\u064a\u0631 \u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u0648\u0631 \u0641\u064a ggplot2<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u064a\u0648\u0641\u0631 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0645\u062b\u0627\u0644\u0627\u064b \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u062a\u0637\u0631\u0641\u0629 \u0641\u064a boxplots \u0641\u064a ggplot2. \u0627\u0644\u062e\u0637\u0648\u0629 1: \u0625\u0646\u0634\u0627\u0621 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648\u0644\u0627\u064b\u060c \u0644\u0646\u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a \u0627\u0644\u0630\u064a \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u064a \u0633\u062c\u0644\u0647\u0627 60 \u0644\u0627\u0639\u0628\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u064b\u0627 \u0644\u0643\u0631\u0629 \u0627\u0644\u0633\u0644\u0629 \u0641\u064a \u062b\u0644\u0627\u062b\u0629 \u0641\u0631\u0642 \u0645\u062e\u062a\u0644\u0641\u0629: #make this example reproducible set. seeds (1) #create data frame 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
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