{"id":6823,"date":"2026-08-08T11:00:42","date_gmt":"2026-08-08T07:30:42","guid":{"rendered":"https:\/\/parmin.cloud\/blog\/?p=6823"},"modified":"2026-08-08T11:00:42","modified_gmt":"2026-08-08T07:30:42","slug":"%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d8%b3%d8%b1%db%8c%d8%b9-%d9%86%d8%b5%d8%a8-%d8%b2%d8%a8%d8%a7%d9%86-r-%d8%af%d8%b1-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-24-04","status":"publish","type":"post","link":"https:\/\/parmin.cloud\/blog\/%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d8%b3%d8%b1%db%8c%d8%b9-%d9%86%d8%b5%d8%a8-%d8%b2%d8%a8%d8%a7%d9%86-r-%d8%af%d8%b1-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-24-04\/","title":{"rendered":"\u0622\u0645\u0648\u0632\u0634 \u0633\u0631\u06cc\u0639 \u0646\u0635\u0628 \u0632\u0628\u0627\u0646 R \u062f\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04"},"content":{"rendered":"

\u0645\u0642\u062f\u0645\u0647<\/strong> \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc R \u06cc\u06a9 \u0632\u0628\u0627\u0646 \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0622\u0645\u0627\u0631\u06cc \u0648 \u062a\u0631\u0633\u06cc\u0645 \u06af\u0631\u0627\u0641\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0639\u0644\u0645\u06cc \u062a\u062e\u0635\u0635 \u062f\u0627\u0631\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0633\u0631\u06cc\u0639\u060c \u0645\u0627 \u0632\u0628\u0627\u0646 R \u0631\u0627 \u0631\u0648\u06cc \u06cc\u06a9 \u0633\u0631\u0648\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04 \u0646\u0635\u0628 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n

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(\u0646\u06a9\u062a\u0647: \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc\u200c\u062a\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0645\u0627\u0646\u0646\u062f 20.04 \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u0639\u0645\u0631 \u062e\u0648\u062f \u0646\u0632\u062f\u06cc\u06a9 \u0647\u0633\u062a\u0646\u062f\u060c \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u0631\u0627\u062d\u0644 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u0645. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0645\u062f\u0631\u0646 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0644\u06cc\u062f\u0647\u0627 \u0628\u0631\u0627\u06cc \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u062e\u0637\u0627\u0647\u0627\u06cc \u0631\u0627\u06cc\u062c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.)<\/em><\/p>\n

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\u0645\u0631\u062d\u0644\u0647 \u06f1 \u2014 \u0627\u0641\u0632\u0648\u062f\u0646 \u06a9\u0644\u06cc\u062f GPG<\/h3>\n

\u0628\u0627 \u0648\u0631\u0648\u062f \u0628\u0647 \u0633\u0631\u0648\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04 \u062e\u0648\u062f \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u063a\u06cc\u0631 \u0631\u0648\u062a (non-root) \u0628\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc sudo\u060c \u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f \u06a9\u0644\u06cc\u062f GPG \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0645\u062e\u0632\u0646 R \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0633\u06cc\u0633\u062a\u0645 \u0628\u062a\u0648\u0627\u0646\u062f \u0627\u0635\u0627\u0644\u062a \u067e\u06a9\u06cc\u062c\u200c\u0647\u0627 \u0631\u0627 \u062a\u0627\u06cc\u06cc\u062f \u06a9\u0646\u062f. \u062f\u0631 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0627\u0648\u0628\u0648\u0646\u062a\u0648\u060c \u0631\u0648\u0634 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0632\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f:<\/p>\n

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\u0627\u0628\u062a\u062f\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0631\u062f\u0647 \u0648 \u062f\u0627\u06cc\u0631\u06a9\u062a\u0648\u0631\u06cc keyring \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f:<\/p>\n

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bash<\/div>\n
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sudo<\/span> apt update<\/div>\n
sudo<\/span> apt install dirmngr ca-certificates software-properties-common apt-transport-https<\/div>\n
sudo<\/span> install -d<\/span> \/m 0755<\/span> \/etc\/apt\/keyrings<\/div>\n<\/div>\n
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\u0633\u067e\u0633 \u06a9\u0644\u06cc\u062f GPG \u0645\u062e\u0632\u0646 R \u0631\u0627 \u062f\u0627\u0646\u0644\u0648\u062f \u0648 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n

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sudo<\/span> gpg –homedir<\/span> \/tmp –no-default-keyring<\/span> –keyring<\/span> \/etc\/apt\/keyrings\/r-cran.gpg –keyserver<\/span> keyserver.ubuntu.com –recv-keys<\/span> E298A3A825C0D65DFD57CBB651716619E084DAB9<\/div>\n
sudo<\/span> chmod<\/span> a+<\/span>r \/etc\/apt\/keyrings\/r-cran.gpg<\/div>\n<\/div>\n
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\u0645\u0631\u062d\u0644\u0647 \u06f2 \u2014 \u0627\u0641\u0632\u0648\u062f\u0646 \u0645\u062e\u0632\u0646 R<\/h3>\n

\u0627\u06a9\u0646\u0648\u0646 \u0645\u062e\u0632\u0646 \u0631\u0633\u0645\u06cc R \u0631\u0627 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u062e\u0648\u062f \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04 (\u0646\u0627\u0645 \u06a9\u062f Noble Numbat)\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n

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echo<\/span> “deb [signed-by=\/etc\/apt\/keyrings\/r-cran.gpg] https:\/\/cloud.r-project.org\/bin\/linux\/ubuntu noble-cran40\/”<\/span> | sudo<\/span> tee<\/span> \/etc\/apt\/sources.list.d\/r-project.list<\/div>\n<\/div>\n
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\u0645\u0631\u062d\u0644\u0647 \u06f3 \u2014 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0644\u06cc\u0633\u062a \u067e\u06a9\u06cc\u062c\u200c\u0647\u0627<\/h3>\n

\u067e\u0633 \u0627\u0632 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0645\u062e\u0632\u0646 \u062c\u062f\u06cc\u062f\u060c \u0644\u06cc\u0633\u062a \u067e\u06a9\u06cc\u062c\u200c\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0633\u06cc\u0633\u062a\u0645 \u0634\u0645\u0627 \u067e\u06a9\u06cc\u062c\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0645\u062e\u0632\u0646 R \u0631\u0627 \u0628\u0634\u0646\u0627\u0633\u062f:<\/p>\n

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sudo<\/span> apt update<\/div>\n<\/div>\n
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\u0645\u0631\u062d\u0644\u0647 \u06f4 \u2014 \u0646\u0635\u0628 R<\/h3>\n

\u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0632\u0628\u0627\u0646 R \u0631\u0627 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062e\u0648\u062f \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f:<\/p>\n

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sudo<\/span> apt install r-base<\/div>\n<\/div>\n
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\u0645\u0631\u062d\u0644\u0647 \u06f5 \u2014 \u062a\u0633\u062a \u0646\u0635\u0628<\/h3>\n

\u0628\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0646\u0635\u0628 \u0635\u062d\u06cc\u062d \u0632\u0628\u0627\u0646 R\u060c \u0634\u0644 \u062a\u0639\u0627\u0645\u0644\u06cc (Interactive Shell) \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06a9\u0627\u0631\u0628\u0631 \u0631\u0648\u062a \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n

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sudo<\/span> -i<\/span> R<\/div>\n<\/div>\n
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\u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u062e\u0631\u0648\u062c\u06cc \u0645\u0634\u0627\u0628\u0647 \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f (\u0634\u0645\u0627\u0631\u0647 \u0646\u0633\u062e\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0633\u062a\u0647 \u0628\u0647 \u0632\u0645\u0627\u0646 \u0646\u0635\u0628 \u0645\u062a\u0641\u0627\u0648\u062a \u0628\u0627\u0634\u062f):<\/p>\n

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Output<\/div>\n
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R version 4.4.0 (2024-04-24) — “Arbor Day”<\/div>\n
Copyright (C) 2024 The R Foundation for Statistical Computing<\/div>\n
Platform: x86_64-pc-linux-gnu (64-bit)<\/div>\n
…<\/div>\n
Type ‘demo()’ for some demos, ‘help()’ for on-line help, or<\/div>\n
‘help.start()’ for an HTML browser interface to help.<\/div>\n
Type ‘q()’ to quit R.<\/div>\n
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><\/div>\n<\/div>\n
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\u0627\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc \u062a\u0627\u06cc\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0645\u0627 \u0632\u0628\u0627\u0646 R \u0631\u0627 \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0646\u0635\u0628 \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u0645 \u0648 \u0648\u0627\u0631\u062f \u0634\u0644 \u062a\u0639\u0627\u0645\u0644\u06cc \u0622\u0646 \u0634\u062f\u0647\u200c\u0627\u06cc\u0645. \u0628\u0631\u0627\u06cc \u062e\u0631\u0648\u062c \u0627\u0632 \u0645\u062d\u06cc\u0637 R\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0633\u062a\u0648\u0631 q()<\/code> \u0631\u0627 \u062a\u0627\u06cc\u067e \u06a9\u0631\u062f\u0647 \u0648 \u06a9\u0644\u06cc\u062f Enter \u0631\u0627 \u0628\u0632\u0646\u06cc\u062f.<\/p>\n

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