{"id":25228,"date":"2025-06-15T14:54:34","date_gmt":"2025-06-15T12:54:34","guid":{"rendered":"https:\/\/infopolicy.net\/?p=25228"},"modified":"2025-06-15T14:54:36","modified_gmt":"2025-06-15T12:54:36","slug":"","status":"publish","type":"post","link":"https:\/\/infopolicy.net\/en\/analiz-teksta-rechej-na-sezde-prezidenta-ssha-2024-goda\/","title":{"rendered":"","raw":""},"content":{"rendered":"","protected":false,"raw":""},"excerpt":{"rendered":"","protected":false,"raw":""},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_ru_post_content":"\u041c\u043e\u0436\u0435\u0442 \u043b\u0438 \u0430\u043a\u0442\u0443\u0430\u0440\u0438\u0439\/\u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\/\u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a \u0434\u0430\u043d\u043d\u044b\u0445 \u0441\u043a\u0430\u0437\u0430\u0442\u044c \u0447\u0442\u043e-\u043b\u0438\u0431\u043e 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src=\"https:\/\/i2.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEgbUQk3by7oncRA2MMHtFRhpwOhs74sXgXUu-bmtx9lMBTf2U0QoxVyjDnDOSM3e9lYy_lMIjyGV9WhmsEsXOlkUIFilyOf-hIv_p5yoUnn7qUmY_l5TcfWuylBVcKghHzOuMfS4J1Y1ZRFZukEeUvWZExb6o0T3hQxw7G8rfxxeroQdl48w8ZIFrZB9xg\/s400\/plot4.png?zoom=2&amp;resize=450%2C183&amp;ssl=1\" srcset=\"https:\/\/i2.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEgbUQk3by7oncRA2MMHtFRhpwOhs74sXgXUu-bmtx9lMBTf2U0QoxVyjDnDOSM3e9lYy_lMIjyGV9WhmsEsXOlkUIFilyOf-hIv_p5yoUnn7qUmY_l5TcfWuylBVcKghHzOuMfS4J1Y1ZRFZukEeUvWZExb6o0T3hQxw7G8rfxxeroQdl48w8ZIFrZB9xg\/s400\/plot4.png?zoom=2&amp;resize=450%2C183&amp;ssl=1\" alt=\"\" width=\"450\" height=\"183\" border=\"0\" data-original-height=\"561\" data-original-width=\"450\" data-lazy-loaded=\"1\" \/><\/a><\/span><\/div>\n<span style=\"font-size: large;\"><span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u042f \u0442\u0430\u043a\u0436\u0435 \u043f\u043e\u0434\u0441\u0447\u0438\u0442\u0430\u043b \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u043e \u0432\u0441\u0442\u0440\u0435\u0447\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u0441\u043b\u043e\u0432\u0430 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u043e\u0432, \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u0432 \u0442\u0430\u043a\u0438\u0435 \u0441\u0442\u043e\u043f-\u0441\u043b\u043e\u0432\u0430, \u043a\u0430\u043a \u00aba\u00bb, \u00aband\u00bb, \u00abthe\u00bb \u0438 \u0442. \u0434., \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043d\u0435 \u043d\u0435\u0441\u0443\u0442 \u0432 \u0441\u0435\u0431\u0435 \u043c\u043d\u043e\u0433\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438:<\/span><\/span>\n\n<span>\u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u043e \u0432\u0441\u0442\u0440\u0435\u0447\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u0441\u043b\u043e\u0432\u0430<\/span>\n<div class=\"separator\"><a href=\"https:\/\/i2.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEho6JF6gSTdZR4t6EC-n9If8TcQIFlCU4ChxdlkDTC5mTBw8b5XF75ae19WboKuVYxtSQGEaWRh24QTgvIwlaXFEaC5t0wjxYyw_8Fb4ebx8ylJ0ADhiiJxjb-ZID0V0sG_Ng7ipiidWJXoATy-6UmkUPJ-NZZEyDDdi6BnFmx7D8Xl6fGcfCnajWKmisM\/s806\/plot3.png?ssl=1\" target=\"_blank\" rel=\"nofollow noopener\"><img class=\"jetpack-lazy-image--handled\" src=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEho6JF6gSTdZR4t6EC-n9If8TcQIFlCU4ChxdlkDTC5mTBw8b5XF75ae19WboKuVYxtSQGEaWRh24QTgvIwlaXFEaC5t0wjxYyw_8Fb4ebx8ylJ0ADhiiJxjb-ZID0V0sG_Ng7ipiidWJXoATy-6UmkUPJ-NZZEyDDdi6BnFmx7D8Xl6fGcfCnajWKmisM\/s400\/plot3.png?zoom=2&amp;resize=450%2C315&amp;ssl=1\" srcset=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEho6JF6gSTdZR4t6EC-n9If8TcQIFlCU4ChxdlkDTC5mTBw8b5XF75ae19WboKuVYxtSQGEaWRh24QTgvIwlaXFEaC5t0wjxYyw_8Fb4ebx8ylJ0ADhiiJxjb-ZID0V0sG_Ng7ipiidWJXoATy-6UmkUPJ-NZZEyDDdi6BnFmx7D8Xl6fGcfCnajWKmisM\/s400\/plot3.png?zoom=2&amp;resize=450%2C315&amp;ssl=1\" alt=\"\" width=\"450\" height=\"315\" border=\"0\" data-original-height=\"565\" data-original-width=\"450\" data-lazy-loaded=\"1\" \/><\/a><\/div>\n<span style=\"font-size: large;\"><span>\u00a0\u00a0\u00a0\u00a0\u042f \u043f\u043e\u0434\u0441\u0447\u0438\u0442\u0430\u043b \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0443 \u0442\u0430\u043a\u0438\u0445 \u0432\u0435\u0449\u0435\u0439, \u043a\u0430\u043a \u0441\u0440\u0435\u0434\u043d\u044f\u044f \u0434\u043b\u0438\u043d\u0430 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0438 \u0441\u0440\u0435\u0434\u043d\u044f\u044f \u0434\u043b\u0438\u043d\u0430 \u0441\u043b\u043e\u0432\u0430:<\/span><\/span>\n\n<span>\u0421\u0432\u043e\u0434\u043d\u0430\u044f \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0430<\/span>\n<div class=\"separator\"><a href=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEhr-cgGA7bkntXr3fNlP6YgdqmVRyiLuc2jhBvOhmak0uv2L13sOuE8m1EzQwnHnsXIa-4gqY3lVHr36q4Ri7yT4yFnt2SuPxjI5hkQuRnhKNJeYo_55x948OBvll7k8y5oCOWHVFp3zK7BSPaEaJWXs_WnYyGtt2S4rA2yHYSmvtE7sn5BUwoxfPrxF78\/s669\/Screenshot.png?ssl=1\" target=\"_blank\" rel=\"nofollow noopener\"><img class=\"jetpack-lazy-image--handled\" src=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEhr-cgGA7bkntXr3fNlP6YgdqmVRyiLuc2jhBvOhmak0uv2L13sOuE8m1EzQwnHnsXIa-4gqY3lVHr36q4Ri7yT4yFnt2SuPxjI5hkQuRnhKNJeYo_55x948OBvll7k8y5oCOWHVFp3zK7BSPaEaJWXs_WnYyGtt2S4rA2yHYSmvtE7sn5BUwoxfPrxF78\/s320\/Screenshot.png?zoom=2&amp;resize=320%2C176&amp;ssl=1\" srcset=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEhr-cgGA7bkntXr3fNlP6YgdqmVRyiLuc2jhBvOhmak0uv2L13sOuE8m1EzQwnHnsXIa-4gqY3lVHr36q4Ri7yT4yFnt2SuPxjI5hkQuRnhKNJeYo_55x948OBvll7k8y5oCOWHVFp3zK7BSPaEaJWXs_WnYyGtt2S4rA2yHYSmvtE7sn5BUwoxfPrxF78\/s320\/Screenshot.png?zoom=2&amp;resize=320%2C176&amp;ssl=1\" alt=\"\" width=\"320\" height=\"176\" border=\"0\" data-original-height=\"368\" data-original-width=\"450\" data-lazy-loaded=\"1\" \/><\/a><\/div>\n<span style=\"font-size: large;\"><span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u042d\u0442\u043e\u0442 \u0431\u043b\u043e\u0433 \u2014 \u043c\u043e\u044f \u043f\u043e\u043f\u044b\u0442\u043a\u0430 \u043f\u0440\u043e\u0432\u0435\u0441\u0442\u0438 \u043e\u0431\u044a\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0439 \u0438 \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u043d\u0430 \u0434\u0430\u043d\u043d\u044b\u0435 \u0430\u043d\u0430\u043b\u0438\u0437 \u0434\u0432\u0443\u0445 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\u0438\u043b\u0438 \u0444\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043f\u0440\u0435\u0441\u0442\u0443\u043f\u043d\u043e\u0439 \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438, \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c\u0438 \u0434\u043b\u044f \u043e\u0446\u0435\u043d\u043a\u0438 \u0442\u0430\u043a\u0438\u0445 \u0432\u0435\u0449\u0435\u0439, \u043a\u0430\u043a \u0442\u043e, \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043b\u0438 \u0428\u0435\u043a\u0441\u043f\u0438\u0440 \u043d\u0430\u043f\u0438\u0441\u0430\u043b \u0432\u0441\u0435 \u043f\u0440\u0438\u043f\u0438\u0441\u044b\u0432\u0430\u0435\u043c\u044b\u0435 \u0435\u043c\u0443 \u043f\u044c\u0435\u0441\u044b, \u0438 \u043a\u0430\u043a\u0438\u0435 \u043f\u0435\u0441\u043d\u0438 Beatles \u0432 \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u043c \u0431\u044b\u043b\u0438 \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u044b \u0414\u0436\u043e\u043d\u043e\u043c, \u0430 \u043a\u0430\u043a\u0438\u0435 \u2014 \u041f\u043e\u043b\u043e\u043c, \u0438 \u043c\u043d\u043e\u0433\u0438\u043c\u0438 \u0434\u0440\u0443\u0433\u0438\u043c\u0438.<\/span><\/span>\n\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u042d\u0442\u043e \u0437\u0430\u0434\u0443\u043c\u0430\u043d\u043e \u043a\u0430\u043a \u043e\u0431\u044a\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437. \u042f \u043d\u0435 \u043f\u044b\u0442\u0430\u044e\u0441\u044c \u0432\u044b\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u043d\u0438 \u043e\u0434\u043d\u043e\u0433\u043e \u0438\u0437 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u043e\u0432 \u0432 \u0445\u043e\u0440\u043e\u0448\u0435\u043c \u0438\u043b\u0438 \u043f\u043b\u043e\u0445\u043e\u043c \u0441\u0432\u0435\u0442\u0435. \u042f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b \u0442\u0435 \u0436\u0435 \u0441\u0430\u043c\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0442\u0435\u043a\u0441\u0442\u0430 \u0432 \u0434\u0440\u0443\u0433\u0438\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u0445, \u0442\u0430\u043a\u0438\u0445 \u043a\u0430\u043a \u0430\u043d\u0430\u043b\u0438\u0437\u00a0<\/span><i><span>\u00ab\u0413\u0430\u043c\u043b\u0435\u0442\u0430\u00bb<\/span><\/i><span>\u00a0, \u0430\u043d\u0430\u043b\u0438\u0437 \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u043e\u0432 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437 \u0442\u0432\u0438\u0442\u043e\u0432 \u0432\u0435\u0434\u0443\u0449\u0435\u0433\u043e \u0440\u0430\u0434\u0438\u043e-\u0442\u043e\u043a-\u0448\u043e\u0443 \u0432 Twitter.<\/span>\n\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u0414\u043b\u044f \u0422\u0440\u0430\u043c\u043f\u0430 \u0438 \u0425\u0430\u0440\u0440\u0438\u0441\u0430 \u044f \u043d\u0430\u0447\u0430\u043b \u0441 \u0440\u0430\u0441\u0448\u0438\u0444\u0440\u043e\u0432\u043a\u0438 \u0438\u0445 \u0440\u0435\u0447\u0435\u0439 \u043d\u0430 \u0441\u044a\u0435\u0437\u0434\u0435. \u042f \u0441\u0447\u0438\u0442\u0430\u044e, \u0447\u0442\u043e \u0440\u0430\u0441\u0448\u0438\u0444\u0440\u043e\u0432\u043a\u0438 \u2014 \u044d\u0442\u043e \u0438\u0445 \u0443\u0441\u0442\u043d\u044b\u0435 \u0440\u0430\u0441\u0448\u0438\u0444\u0440\u043e\u0432\u043a\u0438, \u0430 \u043d\u0435 \u043f\u0438\u0441\u044c\u043c\u0435\u043d\u043d\u044b\u0435 \u0440\u0430\u0441\u0448\u0438\u0444\u0440\u043e\u0432\u043a\u0438, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043d\u0430 \u0438\u0445 \u0441\u0430\u043c\u044b\u0445 \u043f\u0435\u0440\u0432\u044b\u0445 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u044f\u0445. \u042f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u044b\u0435 \u043f\u0430\u043a\u0435\u0442\u044b \u043d\u0430 R, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a tm \u0438 tidytext, \u0447\u0442\u043e\u0431\u044b \u0440\u0430\u0437\u0431\u0438\u0442\u044c \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b \u043d\u0430 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u044f, \u0441\u043b\u043e\u0432\u0430 \u0438 \u0441\u0438\u043c\u0432\u043e\u043b\u044b. \u042f \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e\u0432\u0430\u043b\u0441\u044f \u0440\u0430\u0431\u043e\u0442\u0430\u043c\u0438 \u0421\u0438\u043b\u0433\u0435 \u0438 \u0420\u043e\u0431\u0438\u043d\u0441\u043e\u043d\u0430 \u0432\u00a0<\/span><a href=\"https:\/\/www.tidytextmining.com\/\" target=\"_blank\" rel=\"nofollow noopener\"><i><span>Text Mining with R<\/span><\/i><\/a><span>\u00a0\u0438 \u0423\u0438\u043b\u044c\u044f\u043c\u0441\u0430 \u0432\u00a0<\/span><a href=\"https:\/\/onepager.togaware.com\/test-mining-setup.html\" target=\"_blank\" rel=\"nofollow noopener\"><i><span>Data Science Desktop Survival Guide<\/span><\/i><\/a><span>\u00a0.<\/span>\n\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u041d\u0438\u0436\u0435 \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442\u0441\u044f \u043a\u0440\u0430\u0442\u043a\u043e\u0435 \u0438\u0437\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0438 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0442\u043e\u043a\u0435\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0440\u0435\u0447\u0435\u0439, \u043f\u043e\u0432\u0442\u043e\u0440\u0435\u043d\u043d\u043e\u0435 \u0440\u0430\u043d\u0435\u0435.<\/span>\n<div class=\"separator\"><a href=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEhr-cgGA7bkntXr3fNlP6YgdqmVRyiLuc2jhBvOhmak0uv2L13sOuE8m1EzQwnHnsXIa-4gqY3lVHr36q4Ri7yT4yFnt2SuPxjI5hkQuRnhKNJeYo_55x948OBvll7k8y5oCOWHVFp3zK7BSPaEaJWXs_WnYyGtt2S4rA2yHYSmvtE7sn5BUwoxfPrxF78\/s669\/Screenshot.png?ssl=1\" target=\"_blank\" rel=\"nofollow noopener\"><img class=\"jetpack-lazy-image--handled\" src=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEhr-cgGA7bkntXr3fNlP6YgdqmVRyiLuc2jhBvOhmak0uv2L13sOuE8m1EzQwnHnsXIa-4gqY3lVHr36q4Ri7yT4yFnt2SuPxjI5hkQuRnhKNJeYo_55x948OBvll7k8y5oCOWHVFp3zK7BSPaEaJWXs_WnYyGtt2S4rA2yHYSmvtE7sn5BUwoxfPrxF78\/s320\/Screenshot.png?zoom=2&amp;resize=320%2C176&amp;ssl=1\" srcset=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEhr-cgGA7bkntXr3fNlP6YgdqmVRyiLuc2jhBvOhmak0uv2L13sOuE8m1EzQwnHnsXIa-4gqY3lVHr36q4Ri7yT4yFnt2SuPxjI5hkQuRnhKNJeYo_55x948OBvll7k8y5oCOWHVFp3zK7BSPaEaJWXs_WnYyGtt2S4rA2yHYSmvtE7sn5BUwoxfPrxF78\/s320\/Screenshot.png?zoom=2&amp;resize=320%2C176&amp;ssl=1\" alt=\"\" width=\"320\" height=\"176\" border=\"0\" data-original-height=\"368\" data-original-width=\"450\" data-lazy-loaded=\"1\" \/><\/a><\/div>\n<span style=\"font-size: large;\"><span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u041e\u0447\u0435\u0432\u0438\u0434\u043d\u043e, \u0422\u0440\u0430\u043c\u043f \u0433\u043e\u0432\u043e\u0440\u0438\u043b \u043d\u0430\u043c\u043d\u043e\u0433\u043e \u0434\u043e\u043b\u044c\u0448\u0435, \u0447\u0435\u043c \u0425\u0430\u0440\u0440\u0438\u0441, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0443 \u043d\u0435\u0433\u043e \u0431\u044b\u043b\u043e \u043d\u0430\u043c\u043d\u043e\u0433\u043e \u0431\u043e\u043b\u044c\u0448\u0435 \u043e\u0431\u0449\u0435\u0433\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0441\u043b\u043e\u0432. \u0423 \u0425\u0430\u0440\u0440\u0438\u0441 \u0431\u044b\u043b\u0430 \u0431\u043e\u043b\u044c\u0448\u0430\u044f \u0441\u0440\u0435\u0434\u043d\u044f\u044f \u0434\u043b\u0438\u043d\u0430 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u044f (18,06 \u043f\u0440\u043e\u0442\u0438\u0432 10,41), \u043d\u043e \u043e\u043d\u0438 \u043e\u0431\u0430 \u0431\u044b\u043b\u0438 \u0431\u043b\u0438\u0437\u043a\u0438 \u043f\u043e \u0441\u0440\u0435\u0434\u043d\u0435\u0439 \u0434\u043b\u0438\u043d\u0435 \u0441\u043b\u043e\u0432\u0430 \u0438 \u0441\u0440\u0435\u0434\u043d\u0435\u043c\u0443 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0443 \u0441\u043b\u043e\u0433\u043e\u0432 \u0432 \u0441\u043b\u043e\u0432\u0435. \u0418\u0445 \u0447\u0438\u0441\u043b\u043e\u0432\u044b\u0435 \u0431\u0430\u043b\u043b\u044b \u043f\u043e \u0424\u043b\u0435\u0448\u0443 \u0431\u044b\u043b\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0440\u0430\u0432\u043d\u044b \u2014 \u044d\u0442\u043e \u043c\u0435\u0440\u0430 \u0443\u0440\u043e\u0432\u043d\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0433\u043e \u0434\u043b\u044f \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u0442\u0435\u043a\u0441\u0442\u0430. \u0423 \u0425\u0430\u0440\u0440\u0438\u0441 \u0431\u044b\u043b \u0431\u043e\u043b\u044c\u0448\u0438\u0439 \u043f\u0440\u043e\u0446\u0435\u043d\u0442 \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0445 \u0438\u043b\u0438 \u043e\u0442\u043b\u0438\u0447\u0430\u044e\u0449\u0438\u0445\u0441\u044f \u0441\u043b\u043e\u0432 \u0432 \u0435\u0435 \u0440\u0435\u0447\u0438, \u0447\u0435\u043c \u0443 \u0422\u0440\u0430\u043c\u043f\u0430 (22% \u043f\u0440\u043e\u0442\u0438\u0432 12%). \u0423 \u0422\u0440\u0430\u043c\u043f\u0430 \u0431\u044b\u043b \u0431\u043e\u043b\u044c\u0448\u0438\u0439 \u043f\u0440\u043e\u0446\u0435\u043d\u0442 \u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0441\u043b\u043e\u0432, \u0447\u0435\u043c \u0443 \u0425\u0430\u0440\u0440\u0438\u0441 (43% \u043f\u0440\u043e\u0442\u0438\u0432 37%), \u043e \u0447\u0435\u043c \u044f \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0443 \u043d\u0438\u0436\u0435.<\/span><\/span>\n\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u0410\u043d\u0430\u043b\u0438\u0437 \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0439 ia \u0430\u043d\u0430\u043b\u0438\u0437 \u0442\u0435\u043a\u0441\u0442\u0430 \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u0435\u0433\u043e \u044d\u043c\u043e\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0442\u043e\u043d\u0430. \u042d\u043a\u0441\u043f\u0435\u0440\u0442\u044b \u043f\u043e \u043b\u0438\u043d\u0433\u0432\u0438\u0441\u0442\u0438\u043a\u0435 \u0441\u043e\u0437\u0434\u0430\u043b\u0438 \u0441\u043b\u043e\u0432\u0430\u0440\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0441\u0432\u044f\u0437\u044b\u0432\u0430\u044e\u0442 \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u0441\u043f\u0438\u0441\u043e\u043a \u0441\u043b\u043e\u0432 \u0441 \u0432\u043e\u0441\u0435\u043c\u044c\u044e \u044d\u043c\u043e\u0446\u0438\u044f\u043c\u0438 (\u0433\u043d\u0435\u0432, \u043e\u0436\u0438\u0434\u0430\u043d\u0438\u0435, \u043e\u0442\u0432\u0440\u0430\u0449\u0435\u043d\u0438\u0435, \u0441\u0442\u0440\u0430\u0445, \u0440\u0430\u0434\u043e\u0441\u0442\u044c, \u043f\u0435\u0447\u0430\u043b\u044c, \u0443\u0434\u0438\u0432\u043b\u0435\u043d\u0438\u0435 \u0438 \u0434\u043e\u0432\u0435\u0440\u0438\u0435), \u0430 \u0442\u0430\u043a\u0436\u0435 \u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u043c\u0438 \u0438 \u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c\u0438 \u0447\u0443\u0432\u0441\u0442\u0432\u0430\u043c\u0438. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0441\u043b\u043e\u0432\u043e \u00abache\u00bb \u0430\u0441\u0441\u043e\u0446\u0438\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u0441 \u0433\u0440\u0443\u0441\u0442\u044c\u044e. \u041d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0441\u043b\u043e\u0432\u0430 \u0438\u043c\u0435\u044e\u0442 \u0431\u043e\u043b\u0435\u0435 \u043e\u0434\u043d\u043e\u0439 \u044d\u043c\u043e\u0446\u0438\u0438; \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u00abadmirable\u00bb \u0430\u0441\u0441\u043e\u0446\u0438\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u043a\u0430\u043a \u0441 \u0440\u0430\u0434\u043e\u0441\u0442\u044c\u044e, \u0442\u0430\u043a \u0438 \u0441 \u0434\u043e\u0432\u0435\u0440\u0438\u0435\u043c. \u041a\u0440\u043e\u043c\u0435 \u0442\u043e\u0433\u043e, \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0441\u043b\u043e\u0432\u0430 \u0438\u043c\u0435\u044e\u0442 \u043b\u0438\u0431\u043e \u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435, \u043b\u0438\u0431\u043e \u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0430\u0441\u0441\u043e\u0446\u0438\u0430\u0446\u0438\u0438.<\/span>\n\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u0412 \u0430\u043d\u0430\u043b\u0438\u0437\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0439 \u0435\u0441\u0442\u044c \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f. \u0421\u043b\u043e\u0432\u0430\u0440\u044c \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0439 \u043d\u0435 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0435\u0442 \u0441\u0430\u0440\u043a\u0430\u0437\u043c, \u0438 \u044f \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0432\u0430\u044e \u0441\u0432\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u043c\u0438 \u0441\u043b\u043e\u0432\u0430\u043c\u0438, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u044f \u043d\u0435 \u0432\u044b\u0434\u0435\u043b\u044f\u044e \u043e\u0442\u0440\u0438\u0446\u0430\u043d\u0438\u0435 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u00ab\u043d\u0435 \u0434\u043e\u0440\u043e\u0433\u043e\u00bb) \u0438\u043b\u0438 \u0434\u0440\u0443\u0433\u0438\u0435 \u0441\u043b\u0443\u0447\u0430\u0438, \u043a\u043e\u0433\u0434\u0430 \u044d\u043c\u043e\u0446\u0438\u044f \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0441\u043b\u043e\u0432. \u0412\u044b\u0432\u043e\u0434 \u0438\u0437 \u0433\u0440\u0430\u0444\u0438\u043a\u0430 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0439 \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u044b \u043d\u0430 \u0443\u0434\u0438\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u043e\u0445\u043e\u0436\u0438 \u0432 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u044d\u0442\u0438\u0445 \u044d\u043c\u043e\u0446\u0438\u0439. \u0421\u0430\u043c\u044b\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e \u0443 \u0422\u0440\u0430\u043c\u043f\u0430 \u0431\u043e\u043b\u044c\u0448\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u0435\u0433\u043e \u0441\u043b\u043e\u0432 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u043a\u0430\u043a \u0433\u043d\u0435\u0432 \u0438 \u043d\u0435\u0433\u0430\u0442\u0438\u0432, \u0447\u0435\u043c \u0443 \u0425\u0430\u0440\u0440\u0438\u0441\u0430.<\/span>\n\n<span>\u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u043e \u0432\u0441\u0442\u0440\u0435\u0447\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0438 \u043c\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u0441\u043b\u043e\u0432\u0430<\/span>\n<div class=\"separator\"><a href=\"https:\/\/i2.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEhLNm7gw_5E4o7uDT5RR6Qd_sKUOd1mnqFGOharoNoO9kiRcyYYkscLvjv4icSLnAD_xCrmiEDz2zT8oktC-j8ahnd9-HImjkl5ppIHkLbg46inRJFqfqci3rZKxyhANQqpH5AGhtcbmzhArYsZANZCvuYOsUzehbL9jAraD1g8em8AFjDjuogFxfn4s-Q\/s1000\/plot5_1.png?ssl=1\" target=\"_blank\" rel=\"nofollow noopener\"><img class=\"jetpack-lazy-image--handled\" src=\"https:\/\/i2.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEhLNm7gw_5E4o7uDT5RR6Qd_sKUOd1mnqFGOharoNoO9kiRcyYYkscLvjv4icSLnAD_xCrmiEDz2zT8oktC-j8ahnd9-HImjkl5ppIHkLbg46inRJFqfqci3rZKxyhANQqpH5AGhtcbmzhArYsZANZCvuYOsUzehbL9jAraD1g8em8AFjDjuogFxfn4s-Q\/s320\/plot5_1.png?zoom=2&amp;resize=450%2C167&amp;ssl=1\" srcset=\"https:\/\/i2.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEhLNm7gw_5E4o7uDT5RR6Qd_sKUOd1mnqFGOharoNoO9kiRcyYYkscLvjv4icSLnAD_xCrmiEDz2zT8oktC-j8ahnd9-HImjkl5ppIHkLbg46inRJFqfqci3rZKxyhANQqpH5AGhtcbmzhArYsZANZCvuYOsUzehbL9jAraD1g8em8AFjDjuogFxfn4s-Q\/s320\/plot5_1.png?zoom=2&amp;resize=450%2C167&amp;ssl=1\" alt=\"\" width=\"450\" height=\"167\" border=\"0\" data-original-height=\"373\" data-original-width=\"450\" data-lazy-loaded=\"1\" \/><\/a><\/div>\n<span style=\"font-size: large;\"><span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u0427\u0430\u0441\u0442\u044b\u0435 \u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u043b\u043e\u0432\u0430 \u0422\u0440\u0430\u043c\u043f\u0430 \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0442 \u00ab\u043b\u044e\u0431\u043e\u0432\u044c\u00bb, \u043f\u0440\u0438\u043b\u0430\u0433\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u00ab\u043a\u0440\u0430\u0441\u0438\u0432\u044b\u0439\u00bb \u0438 \u00ab\u0437\u0430\u043c\u0435\u0447\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439\u00bb, \u0430 \u0442\u0430\u043a\u0436\u0435 \u00ab\u0434\u0435\u043d\u044c\u0433\u0438\u00bb. \u0415\u0433\u043e \u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u043b\u043e\u0432\u0430 \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0442 \u00ab\u043d\u0430\u043b\u043e\u0433\u00bb, \u00ab\u0432\u0442\u043e\u0440\u0436\u0435\u043d\u0438\u0435\u00bb, \u00ab\u0438\u043d\u0444\u043b\u044f\u0446\u0438\u044f\u00bb, \u00ab\u0432\u043e\u0439\u043d\u0430\u00bb, \u00ab\u043d\u0435\u0437\u0430\u043a\u043e\u043d\u043d\u044b\u0439\u00bb \u0438 \u00ab\u043f\u0440\u0435\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0435\u00bb.<\/span><\/span>\n<div class=\"separator\"><a href=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEiZHKDPTXJdIwPTlEAZiAAxjBYL4FKyvyyvEZGebVAwS_xMIoBUIz4zVzahR96N9GYJu8VnJvawT5CYr7HDs7iHFujW_IBDuEgaZLWYG6Y1QItRo-_Z8lIXnlnRZgd1EsnKhr9NYOQHTsQZUAQt4LysTkrNkN71usFOjAQ1aRbaMyYjWU4aXM5BlG5dlig\/s906\/plot5_2.png?ssl=1\" target=\"_blank\" rel=\"nofollow noopener\"><img class=\"jetpack-lazy-image--handled\" src=\"https:\/\/i0.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEiZHKDPTXJdIwPTlEAZiAAxjBYL4FKyvyyvEZGebVAwS_xMIoBUIz4zVzahR96N9GYJu8VnJvawT5CYr7HDs7iHFujW_IBDuEgaZLWYG6Y1QItRo-_Z8lIXnlnRZgd1EsnKhr9NYOQHTsQZUAQt4LysTkrNkN71usFOjAQ1aRbaMyYjWU4aXM5BlG5dlig\/s320\/plot5_2.png?zoom=2&amp;resize=450%2C186&amp;ssl=1\" srcset=\"https:\/\/i0.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEiZHKDPTXJdIwPTlEAZiAAxjBYL4FKyvyyvEZGebVAwS_xMIoBUIz4zVzahR96N9GYJu8VnJvawT5CYr7HDs7iHFujW_IBDuEgaZLWYG6Y1QItRo-_Z8lIXnlnRZgd1EsnKhr9NYOQHTsQZUAQt4LysTkrNkN71usFOjAQ1aRbaMyYjWU4aXM5BlG5dlig\/s320\/plot5_2.png?zoom=2&amp;resize=450%2C186&amp;ssl=1\" alt=\"\" width=\"450\" height=\"186\" border=\"0\" data-original-height=\"373\" data-original-width=\"450\" data-lazy-loaded=\"1\" \/><\/a><\/div>\n<span style=\"font-size: large;\"><span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u0427\u0430\u0441\u0442\u043e \u0443\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u044f\u0435\u043c\u044b\u0435 \u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u043b\u043e\u0432\u0430 \u0425\u0430\u0440\u0440\u0438\u0441 \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0442 \u00ab\u0441\u0432\u043e\u0431\u043e\u0434\u0430\u00bb, \u00ab\u043b\u044e\u0431\u043e\u0432\u044c\u00bb, \u00ab\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c\u00bb \u0438 \u00ab\u0432\u043f\u0435\u0440\u0435\u0434\u00bb. \u041e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u043b\u043e\u0432\u0430 \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0442 \u00ab\u043d\u0430\u043b\u043e\u0433\u00bb, \u00ab\u043f\u0440\u0438\u043d\u0443\u0436\u0434\u0435\u043d\u0438\u0435\u00bb, \u00ab\u0437\u043b\u043e\u0443\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u0435\u00bb \u0438 \u00ab\u0430\u0431\u043e\u0440\u0442\u00bb. \u0418\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e, \u0447\u0442\u043e \u00ab\u043c\u0430\u0442\u044c\u00bb \u2014 \u044d\u0442\u043e \u0438 \u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0435, \u0438 \u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0435 \u0441\u043b\u043e\u0432\u043e, \u043a\u0430\u043a \u0438 \u00ab\u0433\u043e\u043b\u043e\u0441\u043e\u0432\u0430\u043d\u0438\u0435\u00bb. (\u042f \u043f\u0435\u0440\u0435\u043f\u0440\u043e\u0432\u0435\u0440\u0438\u043b\u0430 \u0441\u043b\u043e\u0432\u0430\u0440\u044c \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0439, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0434\u0438\u0442\u044c \u044d\u0442\u043e.)<\/span><\/span>\n\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u0423 \u0422\u0440\u0430\u043c\u043f\u0430 \u043f\u0440\u043e\u0446\u0435\u043d\u0442 \u043d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0441\u043b\u043e\u0432 (\u043d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u044b\u0445, \u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0445 \u043d\u0430 \u043f\u043e\u0437\u0438\u0442\u0438\u0432\u043d\u044b\u0435 \u043f\u043b\u044e\u0441 \u043d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u044b\u0435) \u0431\u043e\u043b\u044c\u0448\u0435, \u0447\u0435\u043c \u0443 \u0425\u0430\u0440\u0440\u0438\u0441 (43% \u043a 37%). \u042d\u0442\u0438 \u043f\u043e\u0437\u0438\u0442\u0438\u0432\u043d\u044b\u0435 \u0438 \u043d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u0441\u043f\u0438\u0441\u043a\u0438, \u043f\u043e\u0445\u043e\u0436\u0435, \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0442 \u043c\u043e\u0438\u043c \u0432\u043e\u0441\u043f\u043e\u043c\u0438\u043d\u0430\u043d\u0438\u044f\u043c \u043e\u0431 \u0438\u0445 \u0440\u0435\u0447\u0430\u0445.<\/span>\n\n<span>\u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u043e \u0432\u0441\u0442\u0440\u0435\u0447\u0430\u044e\u0449\u0438\u0435\u0441\u044f \u0441\u043b\u043e\u0432\u0430<\/span>\n<div class=\"separator\"><a href=\"https:\/\/i2.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEho6JF6gSTdZR4t6EC-n9If8TcQIFlCU4ChxdlkDTC5mTBw8b5XF75ae19WboKuVYxtSQGEaWRh24QTgvIwlaXFEaC5t0wjxYyw_8Fb4ebx8ylJ0ADhiiJxjb-ZID0V0sG_Ng7ipiidWJXoATy-6UmkUPJ-NZZEyDDdi6BnFmx7D8Xl6fGcfCnajWKmisM\/s806\/plot3.png?ssl=1\" target=\"_blank\" rel=\"nofollow noopener\"><img class=\"jetpack-lazy-image--handled\" src=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEho6JF6gSTdZR4t6EC-n9If8TcQIFlCU4ChxdlkDTC5mTBw8b5XF75ae19WboKuVYxtSQGEaWRh24QTgvIwlaXFEaC5t0wjxYyw_8Fb4ebx8ylJ0ADhiiJxjb-ZID0V0sG_Ng7ipiidWJXoATy-6UmkUPJ-NZZEyDDdi6BnFmx7D8Xl6fGcfCnajWKmisM\/s400\/plot3.png?zoom=2&amp;resize=450%2C315&amp;ssl=1\" srcset=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEho6JF6gSTdZR4t6EC-n9If8TcQIFlCU4ChxdlkDTC5mTBw8b5XF75ae19WboKuVYxtSQGEaWRh24QTgvIwlaXFEaC5t0wjxYyw_8Fb4ebx8ylJ0ADhiiJxjb-ZID0V0sG_Ng7ipiidWJXoATy-6UmkUPJ-NZZEyDDdi6BnFmx7D8Xl6fGcfCnajWKmisM\/s400\/plot3.png?zoom=2&amp;resize=450%2C315&amp;ssl=1\" alt=\"\" width=\"450\" height=\"315\" border=\"0\" data-original-height=\"565\" data-original-width=\"450\" data-lazy-loaded=\"1\" \/><\/a><\/div>\n<span style=\"font-size: large;\"><span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u0427\u0430\u0441\u0442\u043e\u0442\u0430 \u0441\u043b\u043e\u0432 \u0434\u0430\u0435\u0442 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u0432\u0430\u0436\u043d\u043e \u0434\u043b\u044f \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u0430. \u041d\u0435\u0443\u0434\u0438\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e, \u0447\u0442\u043e \u043e\u0431\u0430 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u0430 \u0447\u0430\u0441\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0438 \u0442\u0430\u043a\u0438\u0435 \u0441\u043b\u043e\u0432\u0430, \u043a\u0430\u043a \u00ab\u0410\u043c\u0435\u0440\u0438\u043a\u0430\u00bb, \u00ab\u0430\u043c\u0435\u0440\u0438\u043a\u0430\u043d\u0446\u044b\u00bb, \u00ab\u0441\u0442\u0440\u0430\u043d\u0430\u00bb, \u00ab\u043d\u0430\u0446\u0438\u044f\u00bb \u0438 \u00ab\u0433\u0440\u0430\u043d\u0438\u0446\u0430\u00bb. \u0422\u0440\u0430\u043c\u043f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b \u0442\u0430\u043a\u0438\u0435 \u043f\u0440\u0438\u043b\u0430\u0433\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435, \u043a\u0430\u043a \u00ab\u043a\u0440\u0430\u0441\u0438\u0432\u044b\u0439\u00bb \u0438 \u00ab\u043d\u0435\u0432\u0435\u0440\u043e\u044f\u0442\u043d\u044b\u0439\u00bb. \u0425\u0430\u0440\u0440\u0438\u0441 \u043c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0443\u0434\u0435\u043b\u0438\u043b\u0430 \u0440\u0430\u0437\u0433\u043e\u0432\u043e\u0440\u0430\u043c \u043e \u0422\u0440\u0430\u043c\u043f\u0435, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043e \u0441\u0432\u043e\u0435\u0439 \u043c\u0430\u0442\u0435\u0440\u0438. \u0425\u0430\u0440\u0440\u0438\u0441 \u0447\u0430\u0441\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0430 \u00ab\u0441\u0440\u0435\u0434\u043d\u0438\u0439\u00bb, \u00ab\u043a\u043b\u0430\u0441\u0441\u00bb, \u00ab\u0436\u0435\u043d\u0449\u0438\u043d\u044b\u00bb \u0438 \u00ab\u0437\u0430\u043a\u043e\u043d\u00bb.<\/span><\/span>\n\n<span>\u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0440\u0430\u0437\u043c\u0435\u0440\u043e\u0432 \u0441\u043b\u043e\u0432<\/span>\n<div class=\"separator\"><a href=\"https:\/\/i0.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEiapjXF3x2WCy71qT-KkR5sJnsMQXsA1QJymdLbuEmIilLrBZShYw8viUb1HEqhW68BIgGaHyAAvAiXZVzidt8iqlKQSRrLpUrTAGK2-Fd1bOWrl5EHzJnfPh6pRGhE6YpfJ3O93_BPlwcMlFtMXwm5_DPqAWqUO_EK7CUMsmcje0tc0XlM7Wcyf8oqSaA\/s1000\/plot1.png?ssl=1\" target=\"_blank\" rel=\"nofollow noopener\"><img class=\"jetpack-lazy-image--handled\" src=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEiapjXF3x2WCy71qT-KkR5sJnsMQXsA1QJymdLbuEmIilLrBZShYw8viUb1HEqhW68BIgGaHyAAvAiXZVzidt8iqlKQSRrLpUrTAGK2-Fd1bOWrl5EHzJnfPh6pRGhE6YpfJ3O93_BPlwcMlFtMXwm5_DPqAWqUO_EK7CUMsmcje0tc0XlM7Wcyf8oqSaA\/s320\/plot1.png?zoom=2&amp;resize=450%2C167&amp;ssl=1\" srcset=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEiapjXF3x2WCy71qT-KkR5sJnsMQXsA1QJymdLbuEmIilLrBZShYw8viUb1HEqhW68BIgGaHyAAvAiXZVzidt8iqlKQSRrLpUrTAGK2-Fd1bOWrl5EHzJnfPh6pRGhE6YpfJ3O93_BPlwcMlFtMXwm5_DPqAWqUO_EK7CUMsmcje0tc0XlM7Wcyf8oqSaA\/s320\/plot1.png?zoom=2&amp;resize=450%2C167&amp;ssl=1\" alt=\"\" width=\"450\" height=\"167\" border=\"0\" data-original-height=\"373\" data-original-width=\"450\" data-lazy-loaded=\"1\" \/><\/a><\/div>\n<span style=\"font-size: large;\"><span>\u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0441\u043b\u043e\u0433\u043e\u0432 \u0432 \u0441\u043b\u043e\u0432\u0435<\/span><\/span>\n<div class=\"separator\"><a href=\"https:\/\/i1.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEhp1OjNlRw-8jE4X7bjx0wflxdoctf2mKtSLIGuaBPH8yurQaKLVKMM0U2QGVCj5-0dYPtBsYOOzKZp7kb-rWbdbvn94Klmx6caUDNBrTlBlSmW9spSv498x1lkggm2ZgHBZ9Ph654l-bC2DMIy-QglgX-FzfTiH7wbSqWsHCMYMr5lPooUY062FEUwQDc\/s966\/plot2.png?ssl=1\" target=\"_blank\" rel=\"nofollow noopener\"><img class=\"jetpack-lazy-image--handled\" src=\"https:\/\/i0.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEhp1OjNlRw-8jE4X7bjx0wflxdoctf2mKtSLIGuaBPH8yurQaKLVKMM0U2QGVCj5-0dYPtBsYOOzKZp7kb-rWbdbvn94Klmx6caUDNBrTlBlSmW9spSv498x1lkggm2ZgHBZ9Ph654l-bC2DMIy-QglgX-FzfTiH7wbSqWsHCMYMr5lPooUY062FEUwQDc\/s320\/plot2.png?zoom=2&amp;resize=450%2C174&amp;ssl=1\" srcset=\"https:\/\/i0.wp.com\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEhp1OjNlRw-8jE4X7bjx0wflxdoctf2mKtSLIGuaBPH8yurQaKLVKMM0U2QGVCj5-0dYPtBsYOOzKZp7kb-rWbdbvn94Klmx6caUDNBrTlBlSmW9spSv498x1lkggm2ZgHBZ9Ph654l-bC2DMIy-QglgX-FzfTiH7wbSqWsHCMYMr5lPooUY062FEUwQDc\/s320\/plot2.png?zoom=2&amp;resize=450%2C174&amp;ssl=1\" alt=\"\" width=\"450\" height=\"174\" border=\"0\" data-original-height=\"373\" data-original-width=\"450\" data-lazy-loaded=\"1\" \/><\/a><\/div>\n<span style=\"font-size: large;\"><span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0440\u0430\u0437\u043c\u0435\u0440\u043e\u0432 \u0441\u043b\u043e\u0432 \u0438 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0441\u043b\u043e\u0433\u043e\u0432 \u0432 \u0441\u043b\u043e\u0432\u0435 \u0443 \u043e\u0431\u043e\u0438\u0445 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u043e\u0432 \u0434\u043e\u0432\u043e\u043b\u044c\u043d\u043e \u0441\u0445\u043e\u0436\u0435.<\/span><\/span>\n\n<span>\u0417\u0430\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u043c\u044b\u0441\u043b\u0438<\/span>\n\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u0422\u0440\u0443\u0434\u043d\u043e \u043e\u0441\u0442\u0430\u0432\u0430\u0442\u044c\u0441\u044f \u0440\u0430\u0432\u043d\u043e\u0434\u0443\u0448\u043d\u044b\u043c \u043a \u043f\u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u043c \u0432\u044b\u0431\u043e\u0440\u0430\u043c \u0432 \u0421\u0428\u0410 2024 \u0433\u043e\u0434\u0430. \u0423 \u0432\u0430\u0441 \u0435\u0441\u0442\u044c \u0441\u0432\u043e\u0435 \u043c\u043d\u0435\u043d\u0438\u0435, \u0430 \u0443 \u043c\u0435\u043d\u044f \u0441\u0432\u043e\u0435. \u041c\u043d\u043e\u0433\u043e\u0435 \u0438\u0437 \u0442\u043e\u0433\u043e, \u0447\u0442\u043e \u0433\u043e\u0432\u043e\u0440\u044f\u0442 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u044b, \u2014 \u044d\u0442\u043e \u0438\u0445 \u043c\u043d\u0435\u043d\u0438\u0435 \u0438\u043b\u0438 \u0438\u0445 \u043f\u043b\u0430\u043d \u0432 \u0441\u043b\u0443\u0447\u0430\u0435 \u0438\u0437\u0431\u0440\u0430\u043d\u0438\u044f, \u0438 \u044d\u0442\u0438 \u0432\u0435\u0449\u0438 \u043c\u044b \u043d\u0435 \u043c\u043e\u0436\u0435\u043c \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c.<\/span>\n\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u041d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432\u0435\u0449\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u044b \u0433\u043e\u0432\u043e\u0440\u044f\u0442 \u043a\u0430\u043a \u0444\u0430\u043a\u0442\u044b, \u0438\u0437\u043b\u0430\u0433\u0430\u044e\u0442\u0441\u044f \u0442\u0430\u043a\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c, \u0447\u0442\u043e \u043e\u043d\u0438 \u043e\u0442\u043a\u0440\u044b\u0442\u044b \u0434\u043b\u044f \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0446\u0438\u0438. \u0425\u043e\u0440\u043e\u0448\u0438\u043c \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u043c \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f: \u00ab\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u0432\u044b \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u0435\u0441\u044c \u0432 \u043b\u0443\u0447\u0448\u0435\u043c (\u0438\u043b\u0438 \u0445\u0443\u0434\u0448\u0435\u043c) \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u043e\u043c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0438, \u0447\u0435\u043c \u0447\u0435\u0442\u044b\u0440\u0435 \u0433\u043e\u0434\u0430 \u043d\u0430\u0437\u0430\u0434\u00bb. \u042f \u043c\u043e\u0433\u0443 \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u043e\u0434\u043d\u0443 \u043c\u0435\u0440\u0443, \u0441\u043e\u0431\u0440\u0430\u0442\u044c \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0438 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c, \u0447\u0442\u043e \u044f \u0432 \u043b\u0443\u0447\u0448\u0435\u043c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0438; \u0438\u043b\u0438 \u044f \u043c\u043e\u0433\u0443 \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u043d\u043e \u0434\u0440\u0443\u0433\u0443\u044e \u043c\u0435\u0440\u0443, \u0441\u043e\u0431\u0440\u0430\u0442\u044c \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0438 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c, \u0447\u0442\u043e \u044f \u0432 \u0445\u0443\u0434\u0448\u0435\u043c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0438.<\/span>\n\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u041d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432\u0435\u0449\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u044b \u043d\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u0444\u0430\u043a\u0442\u0430\u043c\u0438, \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u043c\u044b. \u042f \u043d\u0435 \u0432 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0438 \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u044c \u0442\u0430\u043a\u0443\u044e \u200b\u200b\u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0443, \u043d\u043e \u044d\u0442\u043e \u0434\u0435\u043b\u0430\u044e\u0442 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0442\u0440\u0435\u0442\u044c\u0438 \u043b\u0438\u0446\u0430. \u0412\u043e\u0442 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0441\u0441\u044b\u043b\u043e\u043a. \u042f \u043d\u0435 \u043c\u043e\u0433\u0443 \u0440\u0443\u0447\u0430\u0442\u044c\u0441\u044f \u0437\u0430 \u0438\u0445 \u043d\u0430\u0434\u0435\u0436\u043d\u043e\u0441\u0442\u044c \u0438\u043b\u0438 \u043f\u0440\u0435\u0434\u0432\u0437\u044f\u0442\u043e\u0441\u0442\u044c.<\/span>\n<ul>\n \t<li style=\"list-style-type: none;\">\n<ul>\n \t<li><a href=\"https:\/\/apnews.com\/hub\/ap-fact-check\" target=\"_blank\" rel=\"nofollow noopener\"><span>\u041d\u043e\u0432\u043e\u0441\u0442\u0438 \u0410\u041f<\/span><\/a><\/li>\n \t<li><a href=\"https:\/\/www.factcheck.org\/\" target=\"_blank\" rel=\"nofollow noopener\"><span>\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0424\u0410\u041a\u0422\u0410<\/span><\/a><\/li>\n \t<li><a href=\"https:\/\/reuters.com\/fact-check\" target=\"_blank\" rel=\"nofollow noopener\"><span>\u0420\u0435\u0439\u0442\u0435\u0440<\/span><\/a><\/li>\n \t<li><a href=\"https:\/\/www.snopes.com\/\" target=\"_blank\" rel=\"nofollow noopener\"><span>\u0421\u043d\u043e\u0443\u043f\u0441<\/span><\/a><\/li>\n \t<li><a href=\"https:\/\/www.verifythis.com\/\" target=\"_blank\" rel=\"nofollow noopener\"><span>\u041f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u044d\u0442\u043e<\/span><\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<span style=\"font-size: large;\"><span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u0410\u043d\u0430\u043b\u0438\u0437 \u0442\u0435\u043a\u0441\u0442\u0430 \u2014 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0439 \u043c\u0435\u0442\u043e\u0434 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u0438 \u044f \u043d\u0430\u0434\u0435\u044e\u0441\u044c, \u0447\u0442\u043e \u043c\u043d\u0435 \u0443\u0434\u0430\u043b\u043e\u0441\u044c \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u043e\u0431\u044a\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u0430\u0445.<\/span><\/span>\n\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u041d\u0438\u0436\u0435 \u043f\u0440\u0438\u0432\u0435\u0434\u0435\u043d \u043c\u043e\u0439 \u043a\u043e\u0434 R:<\/span>\n\n<span># \u0420\u0435\u0447\u044c \u0422\u0440\u0430\u043c\u043f\u0430 \u043d\u0430 \u0441\u044a\u0435\u0437\u0434\u0435, 19 \u0438\u044e\u043b\u044f 2024 \u0433.<\/span>\n<span># https:\/\/www.nytimes.com\/2024\/07\/19\/us\/politics\/trump-rnc-speech-transcript.html<\/span>\n\n<span># \u0420\u0435\u0447\u044c \u0425\u0430\u0440\u0440\u0438\u0441\u0430 \u043d\u0430 \u0441\u044a\u0435\u0437\u0434\u0435, 23 \u0430\u0432\u0433\u0443\u0441\u0442\u0430 2024 \u0433.<\/span>\n<span># https:\/\/singjupost.com\/full-transcript-kamala-harriss-2024-dnc-speech\/?singlepage=1<\/span>\n\n<span>library(tidytext)<\/span>\n<span>library(tm)<\/span>\n<span>library(dplyr)<\/span>\n<span>library(nsyllable)<\/span>\n<span>library(SnowballC)<\/span>\n<span>library(ggplot2)<\/span>\n<span>library(forcats)<\/span>\n<span>library(ggpubr)<\/span>\n\n<span>speaker &lt;- readline(prompt = \"\u0412\u0432\u0435\u0434\u0438\u0442\u0435 Trump \u0438\u043b\u0438 Harris: \")<\/span>\n<span>if (speaker == \u201cTrump\u201d | speaker == \u201cHarris\u201d) print(speaker) else print(\u201c\u041d\u0435\u0432\u0435\u0440\u043d\u044b\u0439 \u0432\u0432\u043e\u0434\u201d)<\/span>\n<span>trump_file &lt;- \"C:\/Users\/Jerry\/Desktop\/Harris_Trump\/trump_convention_speech.txt\"<\/span>\n<span>harris_file &lt;- \"C:\/Users\/Jerry\/Desktop\/Harris_Trump\/harris_convention_speech.txt\"<\/span>\n<span>textfile &lt;- ifelse(speaker==\"Trump\", trump_file, harris_file)<\/span>\n<span>textfile &lt;- readLines(textfile)<\/span>\n<span>text_df &lt;- data.frame(line = 1:length(textfile), text=textfile)<\/span>\n<span>names(text_df)[2] &lt;- \"text\"<\/span>\n\n<span>docs &lt;- Corpus(VectorSource(text_df$text))<\/span>\n<span>docs &lt;- tm_map(docs, content_transformer(tolower))<\/span>\n<span>docs &lt;- tm_map(docs, removeNumbers)<\/span>\n<span>docs &lt;- tm_map(docs, removePunctuation, ucp=TRUE)<\/span>\n<span>docs &lt;- tm_map(docs, stripWhitespace)<\/span>\n<span>inspect(docs[1:8])<\/span>\n\n<span>custom_colors &lt;- c(\"#1f77b4\", \"#ff7f0e\", \"#2ca02c\", \"#d62728\", \"#9467bd\",<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \"#8c564b\", \"#e377c2\", \"#7f7f7f\", \"#bcbd22\", \"#17becf\",<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \"#6a3d9a\", \"#ff9e1b\", \"#f6c6c7\", \"#8dd3c7\", \"#ffffb3\",<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \"#bebada\", \"#fb8072\", \"#80b1d3\", \"#fdb462\", \"#b3e2cd\",<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \"#ccebc5\")<\/span>\n\n<span>common_theme &lt;- theme(<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 legend.position=\"NULL\",<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 plot.title = element_text(size=15, face=\"bold\"),<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 plot.subtitle = element_text(size=12.5, face=\"bold\"),<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 axis.title = element_text(size=15, face=\"bold\"),<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 axis.text = element_text(size=15, face=\"bold\"),<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 legend.title = element_text(size=15, face=\"bold\"),<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 legend.text = element_text(size=15, face=\"bold\"))<\/span>\n\n<span>docs_df &lt;- data.frame(text = sapply(docs, as.character)) # \u041f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0440\u043f\u0443\u0441 \u0432 data.frame<\/span>\n<span>wordfile &lt;- unnest_tokens(docs_df, word, text, token = \"words\")<\/span>\n<span>wordfile %&gt;% count(word, sort=TRUE)<\/span>\n<span>wordcountfile &lt;- mutate(wordfile, numbchars = nchar(word)) # \u0441\u0438\u043c\u0432\u043e\u043b\u043e\u0432 \u0432 \u0441\u043b\u043e\u0432\u0435<\/span>\n<span>long1 &lt;- wordcountfile[which(wordcountfile$numbchars == max(wordcountfile$numbchars)),1] # \u0441\u0430\u043c\u043e\u0435 \u0434\u043b\u0438\u043d\u043d\u043e\u0435 \u0441\u043b\u043e\u0432\u043e long2 &lt;- wordcountfile[which(wordcountfile$numbchars == max(wordcountfile$numbchars)),2]<\/span>\n<span>numberchars &lt;- sum(wordcountfile$numbchars)<\/span>\n<span>numberwords &lt;- sum(count(wordcountfile, word, sort=TRUE)$n) # \u043d\u0435\u0442. \u0441\u043b\u043e\u0432\u0430<\/span>\n<span>avgcharperword &lt;- round(numberchars \/ numberwords, digits=2)<\/span>\n<span>sentencefile &lt;- unnest_tokens(text_df, sentence, text, token = \"sentences\")<\/span>\n<span>sentencecount &lt;- sum(count(sentencefile, sentence, sort=TRUE)$n)<\/span>\n<span>avgwordpersent &lt;- round(numberwords \/ sentencecount,2)<\/span>\n\n<span>wordcountdist &lt;- wordcountfile %&gt;% count(numbchars)<\/span>\n<span>wordcountdist$numbchars &lt;- as.factor(wordcountdist$numbchars)<\/span>\n<span>title &lt;- paste(speaker, \"- \u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0440\u0430\u0437\u043c\u0435\u0440\u0430 \u0441\u043b\u043e\u0432\u0430\")<\/span>\n<span>subtitle &lt;- paste(\"\u0421\u0430\u043c\u043e\u0435 \u0434\u043b\u0438\u043d\u043d\u043e\u0435 \u0441\u043b\u043e\u0432\u043e: \", long1, long2, \"\u0441\u0438\u043c\u0432\u043e\u043b\u044b\")<\/span>\n<span>ggplot(wordcountdist, aes(numbchars, n, fill=numbchars)) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 geom_bar(stat=\u201didentity\u201d, position = \u201cdodge\u201d, width=0.5) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 labs(title=title, subtitle=subtitle) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 xlab(\u201c\u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0441\u0438\u043c\u0432\u043e\u043b\u043e\u0432 \u0432 \u0441\u043b\u043e\u0432\u0435\u201d) + ylab(\u201c\u201d) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 scale_fill_manual(values \u200b\u200b= custom_colors) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 theme(legend.position = \u201cnone\u201d) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 common_theme<\/span>\n\n<span>syls &lt;- nsyllable(wordfile$word, language = \"en\")<\/span>\n<span>syls[which(wordfile$word == \u201cjd\u201d)] &lt;- 2 # \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f, \u043f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e nsyllable \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043b \u0437\u0434\u0435\u0441\u044c \u043e\u0448\u0438\u0431\u043a\u0443<\/span>\n<span>syls[which(wordfile$word == \u201cnd\u201d)] &lt;- 1 # \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f, \u043f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e nsyllable \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043b \u0437\u0434\u0435\u0441\u044c \u043e\u0448\u0438\u0431\u043a\u0443<\/span>\n<span>syls[which(wordfile$word == \u201cst\u201d)] &lt;- 3 # s\/b 21st; \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f, \u043f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e nsyllable \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043b \u0437\u0434\u0435\u0441\u044c \u043e\u0448\u0438\u0431\u043a\u0443<\/span>\n<span>syls[which(wordfile$word == \u201cgasolinepowered\u201d)] &lt;- 5 # \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f, \u043f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e nsyllable \u0434\u043e\u043f\u0443\u0441\u0442\u0438\u043b \u0437\u0434\u0435\u0441\u044c \u043e\u0448\u0438\u0431\u043a\u0443<\/span>\n<span>long2 &lt;- min(syls[(syls == max(syls, na.rm=TRUE))], na.rm=TRUE)<\/span>\n<span>w &lt;- min(which(syls == long2))<\/span>\n<span>long1 &lt;- wordfile$word[w]<\/span>\n<span>avgsylperword &lt;- round(sum(syls)\/numberwords, digits = 2)<\/span>\n<span>avgsylperword<\/span>\n<span>syls &lt;- data.frame(syls) %&gt;% count(syls)<\/span>\n<span>syls$syls &lt;- as.factor(syls$syls)<\/span>\n<span>colnames(syls) &lt;- c(\"syllables\", \"n\")<\/span>\n<span>title &lt;- paste(speaker, \"- \u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0441\u043b\u043e\u0433\u043e\u0432 \u0432 \u0441\u043b\u043e\u0432\u0435\")<\/span>\n<span>subtitle &lt;- paste(\"\u0411\u043e\u043b\u044c\u0448\u0435 \u0441\u043b\u043e\u0433\u043e\u0432: \", long1, long2, \"\u0441\u043b\u043e\u0433\u043e\u0432\")<\/span>\n<span>ggplot(syls, aes(\u0441\u043b\u043e\u0433\u043e\u0432, n, fill = \u0441\u043b\u043e\u0433\u043e\u0432)) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 geom_bar(stat=\u201didentity\u201d, position = \u201cdodge\u201d, width=0.5) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 labs(title=title, subtitle=subtitle) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 xlab(\u201c\u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0441\u043b\u043e\u0433\u043e\u0432 \u0432 \u0441\u043b\u043e\u0432\u0435\u201d) + ylab(\u201c\u201d) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 scale_fill_manual(values \u200b\u200b= custom_colors) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 theme(legend.position = \u201cnone\u201d) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 common_theme<\/span>\n\n<span># \u0424\u043e\u0440\u043c\u0443\u043b\u0430 \u043b\u0435\u0433\u043a\u043e\u0441\u0442\u0438 \u0447\u0442\u0435\u043d\u0438\u044f \u0424\u043b\u0435\u0448\u0430-\u041a\u0438\u043d\u043a\u0435\u0439\u0434\u0430<\/span>\n<span>flesch &lt;- round(206.835 - 1.015*(numberwords\/sentencecount) - 84.6*(sum(syls$n)\/numberwords),2) # \u041b\u0435\u0433\u043a\u043e\u0441\u0442\u044c \u0447\u0442\u0435\u043d\u0438\u044f \u0424\u043b\u0435\u0448\u0430<\/span>\n<span>flesch<\/span>\n<span>flesch_df &lt;- data.frame(score = c(0,30,50,60,70,80,90,100),<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 grade = c(\u201c\u0412\u044b\u043f\u0443\u0441\u043a\u043d\u0438\u043a \u043a\u043e\u043b\u043b\u0435\u0434\u0436\u0430\u201d,,\u201d\u041a\u043e\u043b\u043b\u0435\u0434\u0436\u201d,,\u201d10-\u0439 \u2013 12-\u0439 \u043a\u043b\u0430\u0441\u0441\u201d,,\u201d8-\u0439 \u2013 9-\u0439 \u043a\u043b\u0430\u0441\u0441\u201d,<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 \u201c7-\u0439 \u043a\u043b\u0430\u0441\u0441\u201d,,\u201d6-\u0439 \u043a\u043b\u0430\u0441\u0441\u201d,,\u201d5-\u0439 \u043a\u043b\u0430\u0441\u0441\u201d,\u201d\u043d\u0438\u0436\u0435 5-\u0433\u043e \u043a\u043b\u0430\u0441\u0441\u0430\u201d))<\/span>\n\n<span># \u0424\u0443\u043d\u043a\u0446\u0438\u044f \u0434\u043b\u044f \u043f\u043e\u0438\u0441\u043a\u0430 \u043e\u0446\u0435\u043d\u043a\u0438 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0431\u0430\u043b\u043b\u043e\u0432; vlookup<\/span>\n<span>find_grade &lt;- function(score, flesch_df) {<\/span>\n<span>\u00a0 idx &lt;- findInterval(score, flesch_df$score)<\/span>\n<span>\u00a0 if (idx == 0) {<\/span>\n<span>\u00a0\u00a0 return(\u201cbelow 5th grade\u201d) # \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0441\u043b\u0443\u0447\u0430\u044f, \u043a\u043e\u0433\u0434\u0430 \u0431\u0430\u043b\u043b \u043d\u0438\u0436\u0435 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u043e\u0433\u043e<\/span>\n<span>\u00a0 } else {<\/span>\n<span>\u00a0\u00a0 return(flesch_df$grade[idx])<\/span>\n<span>\u00a0 }<\/span>\n<span>}<\/span>\n\n<span>Score_to_find &lt;- flesch<\/span>\n<span>flesch_grade &lt;- find_grade(score_to_find, flesch_df)<\/span>\n<span>flesch_grade<\/span>\n\n<span># \u0443\u0434\u0430\u043b\u0438\u0442\u044c \u0441\u0442\u043e\u043f-\u0441\u043b\u043e\u0432\u0430<\/span>\n<span>docs_df &lt;- data.frame(text = sapply(docs, as.character)) # \u041f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0440\u043f\u0443\u0441 \u0432 data.frame<\/span>\n<span>wordfile &lt;- unnest_tokens(docs_df, word, text, token = \"words\")<\/span>\n<span>stop_words &lt;- data.frame(tidytext::stop_words) # \u0431\u043e\u043b\u044c\u0448\u0435 \u0441\u043b\u043e\u0432, \u0447\u0435\u043c tm<\/span>\n<span>my_stop_words &lt;- data.frame(word = c(\"theyre\", \"hes\", \"dont\",<\/span>\n<span>\u00a0\u00a0 \"didnt\", \"youre\", \"cant\", \"im\", \"whats\", \"weve\", \"theyve\", \"youve\",<\/span>\n<span>\u00a0\u00a0 \"couldnt\", \"wont\", \"youd\"))<\/span>\n<span>wordfile &lt;- anti_join(wordfile, stop_words)<\/span>\n<span>wordfile &lt;- anti_join(wordfile, my_stop_words)<\/span>\n\n<span>wordfreq &lt;- wordfile<\/span>\n<span>wordfreq &lt;- count(wordfreq, word, sort=TRUE) # \u0447\u0430\u0441\u0442\u043e\u0442\u0430 \u0441\u043b\u043e\u0432\u0430 \u0431\u0435\u0437 \u0441\u0442\u043e\u043f-\u0441\u043b\u043e\u0432<\/span>\n<span>wordfreqdf &lt;- data.frame(wordfreq)<\/span>\n\n<span>unique_words &lt;- nrow(wordfreq)<\/span>\n<span>part_unique_words &lt;- round(unique_words \/ numberwords, digits=2)<\/span>\n<span>wordfreqdf20 &lt;- wordfreqdf[1:21,] # \u041f\u043e\u0434\u0443\u043c\u0430\u0439\u0442\u0435 \u043e \u043f\u043e\u0440\u043e\u0433\u043e\u0432\u043e\u043c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0438<\/span>\n<span>wordfreqdf20<\/span>\n\n<span>graphtitle &lt;- paste(speaker, \"\u0427\u0430\u0441\u0442\u043e\u0442\u0430 \u0441\u043b\u043e\u0432\u0430\")<\/span>\n<span>wordfreqdf20$word &lt;- fct_reorder(wordfreqdf20$word, wordfreqdf20$n, .desc = FALSE)<\/span>\n<span>ggplot(data=wordfreqdf20, aes(x=word, y=n, fill=word)) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 geom_bar(stat=\u201didentity\u201d, position = \u201cdodge\u201d, width=0.5) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 coord_flip() +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 common_theme +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 xlab(\u201c\u201d) + ylab(\u201c\u0427\u0430\u0441\u0442\u043e\u0442\u0430\u201d) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 ggtitle(graphtitle) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 scale_fill_manual(values \u200b\u200b= custom_colors) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 theme(legend.position = \u201cnone\u201d)<\/span>\n\n<span># \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f; \u043e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435, \u0447\u0442\u043e \u043c\u0430\u0442\u044c \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043a\u0430\u043a \u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439, \u0442\u0430\u043a \u0438 \u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0439!<\/span>\n<span>df1 &lt;- data.frame(wordfile)<\/span>\n<span>colnames(df1) &lt;- \"word\"<\/span>\n<span>df2 &lt;- get_sentiments(\"nrc\")<\/span>\n<span>df3 &lt;- merge(x=df1, y=df2, by=\"word\", all.x=TRUE, stringsAsFactors=FALSE)<\/span>\n<span>df3 &lt;- subset(df3, !is.na(sentiment))<\/span>\n<span>table(df3$sentiment)<\/span>\n<span>w &lt;- data.frame(table(df3$sentiment))<\/span>\n<span>colnames(w) &lt;- c(\"sentiment\", \"n\")<\/span>\n\n<span>sentiment_colors &lt;- c(<\/span>\n<span>\u00a0\u00a0 \u00ab\u0413\u043d\u0435\u0432\u00bb = \u00ab\u043a\u0440\u0430\u0441\u043d\u044b\u0439\u00bb,<\/span>\n<span>\u00a0\u00a0 \u00ab\u041f\u0440\u0435\u0434\u0432\u043a\u0443\u0448\u0435\u043d\u0438\u0435\u00bb = \u00ab\u0437\u0435\u043b\u0435\u043d\u044b\u0439\u00bb,<\/span>\n<span>\u00a0\u00a0 \u00ab\u041e\u0442\u0432\u0440\u0430\u0449\u0435\u043d\u0438\u0435\u00bb = \u00ab\u043a\u043e\u0440\u0438\u0447\u043d\u0435\u0432\u044b\u0439\u00bb,<\/span>\n<span>\u00a0\u00a0 \u00ab\u0421\u0442\u0440\u0430\u0445\u00bb = \u00ab\u0444\u0438\u043e\u043b\u0435\u0442\u043e\u0432\u044b\u0439\u00bb,<\/span>\n<span>\u00a0\u00a0 \u00ab\u0420\u0430\u0434\u043e\u0441\u0442\u044c\u00bb = \u00ab\u0436\u0435\u043b\u0442\u044b\u0439\u00bb,<\/span>\n<span>\u00a0\u00a0 \u00ab\u041d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u044b\u0439\u00bb = \u00ab\u0441\u0435\u0440\u044b\u0439\u00bb,<\/span>\n<span>\u00a0\u00a0 \u00ab\u041f\u043e\u0437\u0438\u0442\u0438\u0432\u043d\u044b\u0439\u00bb = \u00ab\u0433\u043e\u043b\u0443\u0431\u043e\u0439\u00bb,<\/span>\n<span>\u00a0\u00a0 \u00ab\u0413\u0440\u0443\u0441\u0442\u044c\u00bb = \u00ab\u0441\u0438\u043d\u0438\u0439\u00bb,<\/span>\n<span>\u00a0\u00a0 \u00ab\u0423\u0434\u0438\u0432\u043b\u0435\u043d\u0438\u0435\u00bb = \u00ab\u0440\u043e\u0437\u043e\u0432\u044b\u0439\u00bb,<\/span>\n<span>\u00a0\u00a0 \u00ab\u0414\u043e\u0432\u0435\u0440\u0438\u0435\u00bb = \u00ab\u0431\u0438\u0440\u044e\u0437\u043e\u0432\u044b\u0439\u00bb)<\/span>\n\n<span>title &lt;- paste(speaker, \"- Sentiment Plot\")<\/span>\n<span>ggplot(w, aes(sentiment, n)) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 geom_bar(stat = \u201cidentity\u201d, position = \u201cdodge\u201d, width = 0.5, fill = sentiment_colors) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 ggtitle(title) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 ylab(\u201c\u201d) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 common_theme +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 theme(axis.text.x = element_text(angle = 45, hjust=1))<\/span>\n\n<span>df4 &lt;- df3 %&gt;% \u0444\u0438\u043b\u044c\u0442\u0440(\u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435 == \u00ab\u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0435\u00bb | \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435 == \u00ab\u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0435\u00bb)<\/span>\n<span>w &lt;- with(df4, table(\u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435))<\/span>\n<span>neg &lt;- w[1]<\/span>\n<span>pos &lt;- w[2]<\/span>\n<span>neg_ratio &lt;- round(w[1] \/ (w[1] + w[2]), digits=2)<\/span>\n<span>df5 &lt;- df4 %&gt;% group_by(\u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435) %&gt;% count(word, sort=TRUE)<\/span>\n<span>pos_freq &lt;- df5 %&gt;% \u0444\u0438\u043b\u044c\u0442\u0440(\u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435==\u00bb\u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0435\u00bb) %&gt;% top_n(10, wt = n) %&gt;% slice_head(n = 10)<\/span>\n<span>neg_freq &lt;- df5 %&gt;% \u0444\u0438\u043b\u044c\u0442\u0440(\u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435==\u00bb\u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0435\u00bb) %&gt;% top_n(10, wt = n) %&gt;% slice_head(n = 10) # \u0441\u0432\u044f\u0437\u0438<\/span>\n<span>pos_freq$word &lt;- fct_reorder(pos_freq$word, pos_freq$n, .desc = \u041b\u041e\u0416\u042c)<\/span>\n<span>neg_freq$word &lt;- fct_reorder(neg_freq$word, neg_freq$n, .desc = \u041b\u041e\u0416\u042c)<\/span>\n\n<span>title &lt;- paste(speaker, \"- \u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u044b\u0435 \u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0438 \u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u043b\u043e\u0432\u0430\")<\/span>\n<span>p1 &lt;- ggplot(pos_freq, aes(word, n)) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 geom_bar(stat=\"identity\", position=\"dodge\", width=0.5, fill=\"darkgreen\") +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 ggtitle(\"Positves\") +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 common_theme +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 xlab(\"\") +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 coord_flip()<\/span>\n<span>p2 &lt;- ggplot(neg_freq, aes(word, n)) +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 geom_bar(stat=\"identity\", position=\"dodge\", width=0.5, fill=\"red\") +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 ggtitle(\"Negatives\") +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 common_theme +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 xlab(\"\") +<\/span>\n<span>\u00a0\u00a0\u00a0\u00a0\u00a0 coord_flip()<\/span>\n<span>plot &lt;- ggarrange(p1,p2, ncol=2, nrow=1, legend=NULL)<\/span>\n<span>annotate_figure(plot, top = text_grob(title,<\/span>\n<span>\u00a0\u00a0\u00a0 color=\"black\", face=\" \u00ab\u0436\u0438\u0440\u043d\u044b\u0439\u00bb, \u0440\u0430\u0437\u043c\u0435\u0440 = 14))<\/span>\n\n<span>\u0435\u0441\u043b\u0438 (\u0441\u043f\u0438\u043a\u0435\u0440 == \u201c\u0422\u0440\u0430\u043c\u043f\u201d){<\/span>\n<span>\u00a0\u00a0 t &lt;- data_frame(\u0441\u043f\u0438\u043a\u0435\u0440, numberwords, avgwordpersent, avgcharperword, avgsylperword, flesch, flesch_grade, part_unique_words, neg_ratio)<\/span>\n<span>\u00a0\u00a0 \u0432\u044b\u0432\u043e\u0434<\/span>\n<span>\u00a0\u00a0 &lt;- data.frame(<\/span>\n<span>\u00a0\u00a0\u00a0 rbind(t,h)) \u0432\u044b\u0432\u043e\u0434 &lt;<\/span>\n<span>\u00a0\u00a0\u00a0 - t(\u0432\u044b\u0432\u043e\u0434)<\/span>\n<span>\u00a0\u00a0\u00a0 colnames(\u0432\u044b\u0432\u043e\u0434) &lt;- c(\"\u0422\u0440\u0430\u043c\u043f\", \"\u0425\u0430\u0440\u0440\u0438\u0441\") \u0432\u044b\u0432\u043e\u0434<\/span>\n<span>\u00a0\u00a0\u00a0 &lt;- \u0432\u044b\u0432\u043e\u0434[-1,]<\/span>\n<span>\u00a0\u00a0\u00a0 \u0432\u044b\u0432\u043e\u0434(\u0432\u044b\u0432\u043e\u0434)<\/span>\n<span>}<\/span>\n\n<span># \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0441\u0442\u0435\u043c\u043c\u0438\u043d\u0433\u0430 \u0438 \u043b\u0435\u043c\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0435 \u0431\u044b\u043b\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u044b \u0432 \u043e\u0442\u0447\u0435\u0442\u0435<\/span>\n<span># \u0441\u0442\u0435\u043c\u043c\u0438\u043d\u0433<\/span>\n<span>wordfile &lt;- wordfile %&gt;%<\/span>\n<span>\u00a0\u00a0\u00a0 mutate(stem = wordStem(word)) %&gt;%<\/span>\n<span>\u00a0\u00a0\u00a0 count(stem, sort = TRUE)<\/span>\n\n<span># \u043b\u0435\u043c\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f<\/span>\n<span>df1 &lt;- wordfile # df1 \u0438\u043c\u0435\u0435\u0442 \u0441\u0442\u043e\u043b\u0431\u0435\u0446 \u0441 \u0438\u043c\u0435\u043d\u0435\u043c stem<\/span>\n<span>url &lt;- \"https:\/\/raw.githubusercontent.com\/michmech\/lemmatization-lists\/master\/lemmatization-en.txt\"<\/span>\n<span>df2 &lt;- read.table(url, header = FALSE, sep = \"\\t\", quote = \"\", stringsAsFactors = FALSE)<\/span>\n<span>names(df2) &lt;- c(\"stem\", \"word\")<\/span>\n<span>df3 &lt;- merge(x = df1, y = df2, by = \"stem\", all.x = TRUE, stringsAsFactors=FALSE)<\/span>\n\n<span># \u0435\u0441\u043b\u0438 \u0441\u043b\u043e\u0432\u0430 \u043d\u0435\u0442 \u0432 \u0441\u043b\u043e\u0432\u0430\u0440\u0435, \u0442\u043e \u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u0441\u043b\u043e\u0432\u043e \u043a\u0430\u043a \u0435\u0441\u0442\u044c; \u0432 \u043f\u0440\u043e\u0442\u0438\u0432\u043d\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u043b\u043e\u0432\u043e \u0441 \u043e\u0441\u043d\u043e\u0432\u043e\u0439.<\/span>\n<span>df3$word &lt;- ifelse(is.na(df3$word), df3$stem, df3$stem)<\/span>\n\n<span># \u041a\u043e\u043d\u0435\u0446<\/span>\n\n\u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a:\n<a href=\"https:\/\/www.r-bloggers.com\/2024\/08\/text-analysis-of-2024-us-presidential-convention-speeches\/\">https:\/\/www.r-bloggers.com\/2024\/08\/text-analysis-of-2024-us-presidential-convention-speeches\/<\/a>","_ru_post_name":"analiz-teksta-rechej-na-sezde-prezidenta-ssha-2024-goda","_ru_post_excerpt":"","_ru_post_title":"\u0410\u043d\u0430\u043b\u0438\u0437 \u0442\u0435\u043a\u0441\u0442\u0430 \u0440\u0435\u0447\u0435\u0439 \u043d\u0430 \u0441\u044a\u0435\u0437\u0434\u0435 \u043f\u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0430 \u0421\u0428\u0410 2024 \u0433\u043e\u0434\u0430","_en_post_content":"","_en_post_name":"","_en_post_excerpt":"","_en_post_title":"","edit_language":"en","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"enabled":false},"version":2}},"categories":[39],"tags":[],"class_list":["post-25228","post","type-post","status-publish","format-standard","","category-political-tech"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pffTZ2-6yU","jetpack_likes_enabled":true,"jetpack-related-posts":[{"id":8917,"url":"https:\/\/infopolicy.net\/en\/v-sotssetyah-prisutstvuyut-menshe-40-brest\/","url_meta":{"origin":25228,"position":0},"title":"\u0412 \u0441\u043e\u0446\u0441\u0435\u0442\u044f\u0445 \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u044e\u0442 \u043c\u0435\u043d\u044c\u0448\u0435 40% \u0431\u0440\u0435\u0441\u0442\u0441\u043a\u0438\u0445 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u043e\u0432 \u0432 \u0434\u0435\u043f\u0443\u0442\u0430\u0442\u044b","author":"infopolicy","date":"10.09.2016","format":false,"excerpt":"\u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433 \u0412 \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u0435 \u0437\u0430\u043a\u043e\u043d\u0430, \u0440\u0435\u0433\u0443\u043b\u0438\u0440\u0443\u044e\u0449\u0435\u0433\u043e \u0441\u0444\u0435\u0440\u0443 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0430. \u0414\u0435\u043f\u0443\u0442\u0430\u0442\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0438\u0437\u0431\u0435\u0440\u0443\u0442 \u043d\u0430 \u0431\u043b\u0438\u0436\u0430\u0439\u0448\u0438\u0445 \u0432\u044b\u0431\u043e\u0440\u0430\u0445 11 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f, \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u0431\u0443\u0434\u0443\u0442 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0435\u043a\u0442 \u0437\u0430\u043a\u043e\u043d\u0430. \u041d\u043e \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u043b\u0438 \u043e\u043d\u0438 \u0441\u0430\u043c\u0438 \u0430\u043a\u0442\u0438\u0432\u043d\u044b\u043c\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c\u0438 \u0441\u0435\u0442\u0438? \u0420\u0435\u0447\u044c \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u0432 \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0438 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0438\u043d\u044f\u0442 \u043d\u043e\u0432\u044b\u0439 \u0437\u0430\u043a\u043e\u043d, \u0432\u0435\u0434\u0443\u0442\u0441\u044f \u0434\u0430\u0432\u043d\u043e, \u043d\u043e \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u0430\u043a\u0442\u0438\u0432\u043d\u043e - \u0441 \u0430\u043f\u0440\u0435\u043b\u044f 2016 \u0433\u043e\u0434\u0430.\u2026","rel":"","context":"In &quot;Policy&quot;","block_context":{"text":"Policy","link":"https:\/\/infopolicy.net\/en\/category\/policy\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":13902,"url":"https:\/\/infopolicy.net\/en\/rasprostranenie-fejkovyh-novostej-v\/","url_meta":{"origin":25228,"position":1},"title":"\u0420\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0444\u0435\u0439\u043a\u043e\u0432\u044b\u0445 \u043d\u043e\u0432\u043e\u0441\u0442\u0435\u0439 \u0432 \u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 \u043c\u0435\u0434\u0438\u0430","author":"infopolicy","date":"21.06.2020","format":false,"excerpt":"\u041f\u0440\u0438\u043c\u0435\u0440 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0444\u0435\u0439\u043a\u043e\u0432\u043e\u0439 (fake news) \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043f\u0440\u0435\u0434\u0432\u044b\u0431\u043e\u0440\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 \u043c\u0435\u0434\u0438\u0430 \u0432 \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0438. \u0420\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u043d\u043e\u0432\u043e\u0441\u0442\u0438 \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442\u0441\u044f \u0441 \u0442\u043e\u043f\u0438\u043a-\u0441\u0442\u0430\u0440\u0442\u0435\u0440\u0430: \u0422\u043e\u043f\u0438\u043a\u0441\u0442\u0430\u0440\u0442\u0435\u0440 (\u0430\u043d\u0433\u043b. topic starter) \u2013 \u0438\u043d\u0438\u0446\u0438\u0430\u0442\u043e\u0440 \u043d\u043e\u0432\u043e\u0439 \u0442\u0435\u043c\u044b, \u0430\u0432\u0442\u043e\u0440 \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f (\u0442\u043e\u043f\u0438\u043a\u0430), \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u044e\u0449\u0435\u0433\u043e \u043e\u0431\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u0435. \u0421\u043b\u043e\u0432\u043e \u043f\u0440\u043e\u0438\u0437\u043e\u0448\u043b\u043e \u043e\u0442 \u0430\u043d\u0433\u043b\u0438\u0439\u0441\u043a\u043e\u0433\u043e topic \u2013 \u0442\u0435\u043c\u0430, starter \u2013 \u0442\u043e\u0442, \u043a\u0442\u043e \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442, \u0438\u043d\u0438\u0446\u0438\u0438\u0440\u0443\u0435\u0442 \u0447\u0442\u043e-\u043b\u0438\u0431\u043e. NB: \u0421\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0435 \u043d\u043e\u0432\u043e\u0441\u0442\u0438 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f\u2026","rel":"","context":"In &quot;\u0411\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c&quot;","block_context":{"text":"\u0411\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c","link":"https:\/\/infopolicy.net\/en\/category\/security\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/infopolicy.net\/wp-content\/uploads\/2020\/06\/b1-d-sources.jpg?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/infopolicy.net\/wp-content\/uploads\/2020\/06\/b1-d-sources.jpg?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/infopolicy.net\/wp-content\/uploads\/2020\/06\/b1-d-sources.jpg?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/infopolicy.net\/wp-content\/uploads\/2020\/06\/b1-d-sources.jpg?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/infopolicy.net\/wp-content\/uploads\/2020\/06\/b1-d-sources.jpg?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/infopolicy.net\/wp-content\/uploads\/2020\/06\/b1-d-sources.jpg?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":22043,"url":"https:\/\/infopolicy.net\/en\/politicheskij-tsifrovoj-marketing-pol\/","url_meta":{"origin":25228,"position":2},"title":"\u041f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0439 \u043c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433: \u043f\u043e\u043b\u043d\u043e\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u043a \u0443\u0441\u043f\u0435\u0445\u0443","author":"infopolicy","date":"08.09.2023","format":false,"excerpt":"\u041f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0439 \u043c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c\u0441\u044f \u0441\u043b\u043e\u0436\u043d\u044b\u043c, \u043d\u043e \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435 \u044d\u0442\u043e \u043d\u0435 \u0442\u0430\u043a. \u042d\u0442\u043e \u043f\u0440\u043e\u0441\u0442\u043e \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \u0434\u043b\u044f \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u043e \u0432\u0430\u0448\u0435\u0439 \u043a\u0430\u043c\u043f\u0430\u043d\u0438\u0438 \u0438 \u043f\u0440\u0438\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0431\u043e\u043b\u044c\u0448\u0435\u0433\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0438\u0437\u0431\u0438\u0440\u0430\u0442\u0435\u043b\u0435\u0439. \u041f\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0435, \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0433\u043e \u043c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433\u0430 \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043e\u0445\u0432\u0430\u0442\u0438\u0442\u044c \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0431\u043e\u043b\u044c\u0448\u0435 \u043b\u044e\u0434\u0435\u0439. \u041d\u043e \u043c\u044b \u0437\u0430\u0439\u043c\u0435\u043c\u0441\u044f \u044d\u0442\u0438\u043c. \u0414\u0430\u0432\u0430\u0439\u0442\u0435 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u043a\u0430\u043a\u2026","rel":"","context":"In &quot;Stratcom\/\u0421\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 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