{"id":1904,"date":"2024-11-26T13:52:28","date_gmt":"2024-11-26T10:52:28","guid":{"rendered":"https:\/\/factcheck.lt\/?p=1904"},"modified":"2024-11-27T00:59:19","modified_gmt":"2024-11-26T21:59:19","slug":"","status":"publish","type":"post","link":"https:\/\/factcheck.lt\/eng\/news\/youtube_belarus_state_analysis_102024\/","title":{"rendered":"Analysis of YouTube activity of the largest state media of Belarus for October 2024","raw":"Analysis of YouTube activity of the largest state media of Belarus for October 2024"},"content":{"rendered":"<p>Continuing to monitor the activity of Belarusian YouTube channels owned by state media to more thoroughly analyze the narratives used and fact-check the most noticeable and significant fakes.<\/p>\n<hr \/>\n<p>For this, we use a specific established algorithm for monitoring and utilizing AI-based tools.<\/p>\n<p>First, let&#8217;s look at the basic characteristics of the results for October 2024. We will start with the number of posts and channel dynamics since July 2024:<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1907\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_10channels_102024.png\" alt=\"\" width=\"1638\" height=\"573\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_10channels_102024.png 1638w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_10channels_102024-300x105.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_10channels_102024-1024x358.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_10channels_102024-768x269.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_10channels_102024-1536x537.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_10channels_102024-870x304.png 870w\" sizes=\"(max-width: 1638px) 100vw, 1638px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_10channels_102024.png\",\"width\":\"1638\",\"height\":\"573\"}<\/script><\/p>\n<p>We added the Belarus 24 channel. The NEWS.BY channel experienced a significant drop in views. A possible reason could be the consequences of the blockage, which we <a href=\"https:\/\/factcheck.lt\/news\/youtube_belarus_state_analysis_092024\/\">reported<\/a> earlier.<\/p>\n<p>Distribution of the number of posts across channels:<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1909\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024.png\" alt=\"\" width=\"3261\" height=\"1548\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024.png 3261w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024-300x142.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024-1024x486.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024-768x365.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024-1536x729.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024-2048x972.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024-843x400.png 843w\" sizes=\"(max-width: 3261px) 100vw, 3261px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024.png\",\"width\":\"3261\",\"height\":\"1548\"}<\/script><\/p>\n<p>This chart shows 2087 videos posted on ten state-owned YouTube channels in October 2024 by date and how many views were gathered by November 1, 2024.<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1910\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024.png\" alt=\"\" width=\"3372\" height=\"1521\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024.png 3372w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024-300x135.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024-1024x462.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024-768x346.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024-1536x693.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024-2048x924.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024-870x392.png 870w\" sizes=\"(max-width: 3372px) 100vw, 3372px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024.png\",\"width\":\"3372\",\"height\":\"1521\"}<\/script><\/p>\n<p>The full interactive version of the chart can be found <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024_views_over_time.html\">here<\/a>.<\/p>\n<p>Let&#8217;s add a &#8220;word cloud&#8221; formed from the video descriptions excluding &#8220;stop words&#8221;:<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1913\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_wordcloud102024.png\" alt=\"\" width=\"557\" height=\"286\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_wordcloud102024.png 557w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_wordcloud102024-300x154.png 300w\" sizes=\"(max-width: 557px) 100vw, 557px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_wordcloud102024.png\",\"width\":\"557\",\"height\":\"286\"}<\/script><\/p>\n<p>It is expected that the pro-government channels will promote a single politician, but &#8220;Haidukevich&#8221; is also noticeable in the cloud.<\/p>\n<p>Now let&#8217;s create rankings for the most viewed videos. We&#8217;ll start with all videos:<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1915\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024.png\" alt=\"\" width=\"3354\" height=\"1608\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024.png 3354w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024-300x144.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024-1024x491.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024-768x368.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024-1536x736.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024-2048x982.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024-834x400.png 834w\" sizes=\"(max-width: 3354px) 100vw, 3354px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024.png\",\"width\":\"3354\",\"height\":\"1608\"}<\/script><\/p>\n<p>Only videos from three of the ten channels made it into the top twenty. The lower threshold was 1 million views.<\/p>\n<p>Now let&#8217;s remove &#8220;short videos&#8221; (shorts) of the previous length of 60 seconds and select 20 videos by the number of views:<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1917\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024.png\" alt=\"\" width=\"3372\" height=\"1608\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024.png 3372w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024-300x143.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024-1024x488.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024-768x366.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024-1536x732.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024-2048x977.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024-839x400.png 839w\" sizes=\"(max-width: 3372px) 100vw, 3372px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024.png\",\"width\":\"3372\",\"height\":\"1608\"}<\/script><\/p>\n<p>The entry threshold was 347 thousand views.<\/p>\n<p>Now videos longer than 3 minutes, the new definition of short videos on YouTube:<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1919\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024.png\" alt=\"\" width=\"3399\" height=\"1446\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024.png 3399w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024-300x128.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024-1024x436.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024-768x327.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024-1536x653.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024-2048x871.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024-870x370.png 870w\" sizes=\"(max-width: 3399px) 100vw, 3399px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024.png\",\"width\":\"3399\",\"height\":\"1446\"}<\/script><\/p>\n<p>Surprisingly high rankings for videos over an hour long featuring Montyan, who has repeatedly been noted for spreading Russian disinformation narratives and fake information.<\/p>\n<p>The final ranking will include only videos longer than 10 minutes, i.e., reports and extensive interviews:<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1921\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024.png\" alt=\"\" width=\"3396\" height=\"1464\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024.png 3396w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024-300x129.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024-1024x441.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024-768x331.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024-1536x662.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024-2048x883.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024-870x375.png 870w\" sizes=\"(max-width: 3396px) 100vw, 3396px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024.png\",\"width\":\"3396\",\"height\":\"1464\"}<\/script><\/p>\n<p>Almost all the videos in this list are related to the war in Ukraine and reflect the position of the aggressor country, the Russian Federation.<\/p>\n<p>Let&#8217;s examine the engagement of state-owned videos in October 2024. K-means clustering:<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1923\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024.png\" alt=\"\" width=\"3432\" height=\"1551\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024.png 3432w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024-300x136.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024-1024x463.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024-768x347.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024-1536x694.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024-2048x926.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024-870x393.png 870w\" sizes=\"(max-width: 3432px) 100vw, 3432px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024.png\",\"width\":\"3432\",\"height\":\"1551\"}<\/script><\/p>\n<p>This chart again includes all videos from these ten channels. The full interactive version can be found <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024_kmeans.html\">here<\/a>. It can be noted that deviations from the average, which are most often signs of videos supported by promotional advertising, are few.<\/p>\n<p>The most illustrative graph about engagement:<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1925\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024.png\" alt=\"\" width=\"3360\" height=\"1512\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024.png 3360w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024-300x135.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024-1024x461.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024-768x346.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024-1536x691.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024-2048x922.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024-870x392.png 870w\" sizes=\"(max-width: 3360px) 100vw, 3360px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024.png\",\"width\":\"3360\",\"height\":\"1512\"}<\/script><\/p>\n<p>On the X-axis is duration, on the Y-axis is likes, the heat map reflects the number of views, and the size represents the number of comments. The full interactive version is available <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024.html\">here<\/a>.<\/p>\n<p>For further fact-checking publications, we will prepare a narrative clustering chart by topic:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1936\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024.png\" alt=\"\" width=\"3396\" height=\"1602\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024.png 3396w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024-300x142.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024-1024x483.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024-768x362.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024-1536x725.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024-2048x966.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024-848x400.png 848w\" sizes=\"(max-width: 3396px) 100vw, 3396px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024.png\",\"width\":\"3396\",\"height\":\"1602\"}<\/script><\/p>\n<p>Full interactive version <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_theme_only_102024.html\">here<\/a>.<\/p>\n<p>Let&#8217;s summarize briefly. Belarusian state YouTube channels continue to produce a massive number of videos every month. The majority of views are gathered by videos dedicated to the war in Ukraine, and based on their content, they contain Russian disinformation narratives and are targeted at the Russian audience, which makes up the majority of these channels&#8217; subscribers. It is necessary to analyze the content of the most popular videos to identify fake information and perform debunking.<\/p>\n","protected":false,"raw":"Continuing to monitor the activity of Belarusian YouTube channels owned by state media to more thoroughly analyze the narratives used and fact-check the most noticeable and significant fakes.\n\n<hr \/>\n\nFor this, we use a specific established algorithm for monitoring and utilizing AI-based tools.\n\nFirst, let's look at the basic characteristics of the results for October 2024. We will start with the number of posts and channel dynamics since July 2024:\n<img class=\"alignnone size-full wp-image-1907\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_10channels_102024.png\" alt=\"\" width=\"1638\" height=\"573\" \/>\n\nWe added the Belarus 24 channel. The NEWS.BY channel experienced a significant drop in views. A possible reason could be the consequences of the blockage, which we <a href=\"https:\/\/factcheck.lt\/news\/youtube_belarus_state_analysis_092024\/\">reported<\/a> earlier.\n\nDistribution of the number of posts across channels:\n<img class=\"alignnone size-full wp-image-1909\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024.png\" alt=\"\" width=\"3261\" height=\"1548\" \/>\n\nThis chart shows 2087 videos posted on ten state-owned YouTube channels in October 2024 by date and how many views were gathered by November 1, 2024.\n<img class=\"alignnone size-full wp-image-1910\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024.png\" alt=\"\" width=\"3372\" height=\"1521\" \/>\n\nThe full interactive version of the chart can be found <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024_views_over_time.html\">here<\/a>.\n\nLet's add a \"word cloud\" formed from the video descriptions excluding \"stop words\":\n<img class=\"alignnone size-full wp-image-1913\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_wordcloud102024.png\" alt=\"\" width=\"557\" height=\"286\" \/>\n\nIt is expected that the pro-government channels will promote a single politician, but \"Haidukevich\" is also noticeable in the cloud.\n\nNow let's create rankings for the most viewed videos. We'll start with all videos:\n<img class=\"alignnone size-full wp-image-1915\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024.png\" alt=\"\" width=\"3354\" height=\"1608\" \/>\n\nOnly videos from three of the ten channels made it into the top twenty. The lower threshold was 1 million views.\n\nNow let's remove \"short videos\" (shorts) of the previous length of 60 seconds and select 20 videos by the number of views:\n<img class=\"alignnone size-full wp-image-1917\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024.png\" alt=\"\" width=\"3372\" height=\"1608\" \/>\n\nThe entry threshold was 347 thousand views.\n\nNow videos longer than 3 minutes, the new definition of short videos on YouTube:\n<img class=\"alignnone size-full wp-image-1919\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024.png\" alt=\"\" width=\"3399\" height=\"1446\" \/>\n\nSurprisingly high rankings for videos over an hour long featuring Montyan, who has repeatedly been noted for spreading Russian disinformation narratives and fake information.\n\nThe final ranking will include only videos longer than 10 minutes, i.e., reports and extensive interviews:\n<img class=\"alignnone size-full wp-image-1921\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024.png\" alt=\"\" width=\"3396\" height=\"1464\" \/>\n\nAlmost all the videos in this list are related to the war in Ukraine and reflect the position of the aggressor country, the Russian Federation.\n\nLet's examine the engagement of state-owned videos in October 2024. K-means clustering:\n<img class=\"alignnone size-full wp-image-1923\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024.png\" alt=\"\" width=\"3432\" height=\"1551\" \/>\n\nThis chart again includes all videos from these ten channels. The full interactive version can be found <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024_kmeans.html\">here<\/a>. It can be noted that deviations from the average, which are most often signs of videos supported by promotional advertising, are few.\n\nThe most illustrative graph about engagement:\n<img class=\"alignnone size-full wp-image-1925\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024.png\" alt=\"\" width=\"3360\" height=\"1512\" \/>\n\nOn the X-axis is duration, on the Y-axis is likes, the heat map reflects the number of views, and the size represents the number of comments. The full interactive version is available <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024.html\">here<\/a>.\n\nFor further fact-checking publications, we will prepare a narrative clustering chart by topic:\n\n<img class=\"alignnone size-full wp-image-1936\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024.png\" alt=\"\" width=\"3396\" height=\"1602\" \/>\n\nFull interactive version <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_theme_only_102024.html\">here<\/a>.\n\nLet's summarize briefly. Belarusian state YouTube channels continue to produce a massive number of videos every month. The majority of views are gathered by videos dedicated to the war in Ukraine, and based on their content, they contain Russian disinformation narratives and are targeted at the Russian audience, which makes up the majority of these channels' subscribers. It is necessary to analyze the content of the most popular videos to identify fake information and perform debunking."},"excerpt":{"rendered":"","protected":false,"raw":""},"author":1,"featured_media":1905,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_ru_post_content":"\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u044f \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u0435 \u0437\u0430 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c\u044e \u0431\u0435\u043b\u0430\u0440\u0443\u0441\u043a\u0438\u0445 youtube-\u043a\u0430\u043d\u0430\u043b\u043e\u0432, \u043f\u0440\u0438\u043d\u0430\u0434\u043b\u0435\u0436\u0430\u0449\u0438\u0445 \u043c\u0435\u0434\u0438\u0430 \u0441 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439 \u0444\u043e\u0440\u043c\u043e\u0439 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0441\u0442\u0438, \u0447\u0442\u043e\u0431\u044b \u0431\u043e\u043b\u0435\u0435 \u0442\u0449\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u044b\u0435 \u043d\u0430\u0440\u0440\u0430\u0442\u0438\u0432\u044b \u0438 \u043f\u0440\u043e\u0432\u0435\u0441\u0442\u0438 \u0444\u0430\u043a\u0442\u0447\u0435\u043a\u0438\u043d\u0433 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0437\u0430\u043c\u0435\u0442\u043d\u044b\u0445 \u0438 \u0437\u043d\u0430\u0447\u0438\u043c\u044b\u0445 \u0444\u0435\u0439\u043a\u043e\u0432.\n\n<hr \/>\n\n\u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0439 \u0441\u043b\u043e\u0436\u0438\u0432\u0448\u0438\u0439\u0441\u044f \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430 \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f AI-\u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432.\n\n\u0421\u043d\u0430\u0447\u0430\u043b\u0430 \u0431\u0430\u0437\u043e\u0432\u044b\u0435 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438 \u0438\u0442\u043e\u0433\u043e\u0432 \u043e\u043a\u0442\u044f\u0431\u0440\u044f 2024 \u0433\u043e\u0434\u0430. \u041d\u0430\u0447\u043d\u0435\u043c \u0441 \u0447\u0438\u0441\u043b\u0430 \u043f\u043e\u0441\u0442\u043e\u0432 \u0438 \u0434\u0438\u043d\u0430\u043c\u0438\u043a\u0438 \u043a\u0430\u043d\u0430\u043b\u043e\u0432, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u0441 \u0438\u044e\u043b\u044f 2024:\n\n<img class=\"alignnone size-full wp-image-1907\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_10channels_102024.png\" alt=\"\" width=\"1638\" height=\"573\" \/>\n\n\u0414\u043e\u0431\u0430\u0432\u0438\u043b\u0438 \u043a\u0430\u043d\u0430\u043b \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u044c 24. \u041a\u0430\u043d\u0430\u043b NEWS.BY \u0441\u0438\u043b\u044c\u043d\u043e \u043f\u0440\u0438\u043f\u0430\u043b \u0432 \u043f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u0430\u0445. \u0412\u043e\u0437\u043c\u043e\u0436\u043d\u0430\u044f \u043f\u0440\u0438\u0447\u0438\u043d\u0430 \u043f\u043e\u0441\u043b\u0435\u0434\u0441\u0442\u0432\u0438\u044f \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u043a\u0438, \u043f\u0440\u043e \u043a\u043e\u0442\u043e\u0440\u0438\u044e <a href=\"https:\/\/factcheck.lt\/news\/youtube_belarus_state_analysis_092024\/\">\u043f\u0438\u0441\u0430\u043b\u0438<\/a> \u0440\u0430\u043d\u0435\u0435.\n\n\u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0430 \u043f\u043e\u0441\u0442\u043e\u0432 \u043f\u043e \u043a\u0430\u043d\u0430\u043b\u0430\u043c:\n\n<img class=\"alignnone size-full wp-image-1909\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024.png\" alt=\"\" width=\"3261\" height=\"1548\" \/>\n\n\u041d\u0430 \u044d\u0442\u043e\u043c \u0433\u0440\u0430\u0444\u0438\u043a\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e 2087 \u0432\u0438\u0434\u0435\u043e, \u0440\u0430\u0437\u043c\u0435\u0449\u0435\u043d\u043d\u044b\u0445 \u043d\u0430 \u0434\u0435\u0441\u044f\u0442\u0438 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 YouTube-\u043a\u0430\u043d\u0430\u043b\u0430\u0445, \u0432 \u043e\u043a\u0442\u044f\u0431\u0440\u0435 2024 \u043f\u043e \u0434\u0430\u0442\u0430\u043c \u0438 \u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0441\u043e\u0431\u0440\u0430\u043d\u043e \u043f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u043e\u0432 \u043a 1 \u043d\u043e\u044f\u0431\u0440\u044f 2024.\n\n<img class=\"alignnone size-full wp-image-1910\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024.png\" alt=\"\" width=\"3372\" height=\"1521\" \/>\n\n\u041f\u043e\u043b\u043d\u0430\u044f \u0438\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0430\u044f \u0432\u0435\u0440\u0441\u0438\u044f \u0433\u0440\u0430\u0444\u0438\u043a\u0430 \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u0441\u044f <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024_views_over_time.html\">\u0437\u0434\u0435\u0441\u044c<\/a>.\n\n\u0414\u043e\u0431\u0430\u0432\u0438\u043c \"\u043e\u0431\u043b\u0430\u043a\u043e \u0441\u043b\u043e\u0432\" \u0441\u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0435 \u0438\u0437 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0439 \u0432\u0438\u0434\u0435\u043e \u0438\u0437 \u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435\u043c \"\u0441\u0442\u043e\u043f-\u0441\u043b\u043e\u0432\":\n\n<img class=\"alignnone size-full wp-image-1913\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_wordcloud102024.png\" alt=\"\" width=\"557\" height=\"286\" \/>\n\n\u041e\u0436\u0438\u0434\u0430\u0435\u043c\u043e, \u0447\u0442\u043e \u043f\u0440\u043e\u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c\u0438 \u043a\u0430\u043d\u0430\u043b\u0430\u043c\u0438 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u043e\u0434\u0432\u0438\u0433\u0430\u0442\u044c\u0441\u044f \u043e\u0434\u0438\u043d \u043f\u043e\u043b\u0438\u0442\u0438\u043a, \u043d\u043e \u0437\u0430\u043c\u0435\u0442\u0435\u043d \u0432 \u043e\u0431\u043b\u0430\u043a\u0435 \u0438 \"\u0433\u0430\u0439\u0434\u0443\u043a\u0435\u0432\u0438\u0447\".\n\n\u0422\u0435\u043f\u0435\u0440\u044c \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u043c \u0440\u0435\u0439\u0442\u0438\u043d\u0433\u0438 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u043f\u0440\u043e\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u043c\u044b\u0445 \u0432\u0438\u0434\u0435\u043e. \u041d\u0430\u0447\u043d\u0435\u043c \u0441\u043e \u0432\u0441\u0435\u0445 \u0432\u0438\u0434\u0435\u043e:\n\n<img class=\"alignnone size-full wp-image-1915\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024.png\" alt=\"\" width=\"3354\" height=\"1608\" \/>\n\n\u0418\u0437 \u0434\u0435\u0441\u044f\u0442\u0438 \u043a\u0430\u043d\u0430\u043b\u043e\u0432 \u0432\u0438\u0434\u0435\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u0438\u0437 \u0442\u0440\u0435\u0445 \u043f\u043e\u043f\u0430\u043b\u0438 \u0432 \u043f\u0435\u0440\u0432\u044b\u0445 \u0434\u0432\u0430\u0434\u0446\u0430\u0442\u044c. \u041d\u0438\u0436\u043d\u0438\u0439 \u043f\u043e\u0440\u043e\u0433 \u043f\u043e\u043f\u0430\u0434\u0430\u043d\u0438\u044f \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u043b 1 \u043c\u0438\u043b\u043b\u0438\u043e\u043d \u043f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u043e\u0432.\n\n\u0422\u0435\u043f\u0435\u0440\u044c \u0443\u0434\u0430\u043b\u0438\u043c \"\u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0435 \u0432\u0438\u0434\u0435\u043e\" (shorts) \u043f\u0440\u043e\u0448\u043b\u043e\u0439 \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 60 \u0441\u0435\u043a\u0443\u043d\u0434 \u0438 \u0442\u043e\u0436\u0435 \u0432\u044b\u0431\u0435\u0440\u0435\u043c 20 \u0432\u0438\u0434\u0435\u043e \u043f\u043e \u0447\u0438\u0441\u043b\u0443 \u043f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u043e\u0432:\n\n<img class=\"alignnone size-full wp-image-1917\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024.png\" alt=\"\" width=\"3372\" height=\"1608\" \/>\n\n\u0412\u0445\u043e\u0434\u043d\u043e\u0439 \u043f\u043e\u0440\u043e\u0433 \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u043b 347 \u0442\u044b\u0441\u044f\u0447 \u043f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u043e\u0432.\n\n\u0422\u0435\u043f\u0435\u0440\u044c \u0432\u0438\u0434\u0435\u043e \u0441 \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c\u044e \u0431\u043e\u043b\u0435\u0435 3 \u043c\u0438\u043d\u0443\u0442, \u043d\u043e\u0432\u043e\u0433\u043e \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0445 \u0432\u0438\u0434\u0435\u043e \u0443 YouTube:\n\n<img class=\"alignnone size-full wp-image-1919\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024.png\" alt=\"\" width=\"3399\" height=\"1446\" \/>\n\n\u0423\u0434\u0438\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0432\u044b\u0441\u043e\u043a\u0438\u0435 \u043f\u043e\u0437\u0438\u0446\u0438\u0438 \u0443 \u0432\u0438\u0434\u0435\u043e \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c\u044e \u0431\u043e\u043b\u0435\u0435 \u043e\u0434\u043d\u043e\u0433\u043e \u0447\u0430\u0441\u0430 \u0441 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043a\u043e\u0439 \u041c\u043e\u043d\u0442\u044f\u043d, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043d\u0435\u043e\u0434\u043d\u0430\u043a\u0440\u0430\u0442\u043d\u043e \u0431\u044b\u043b\u0430 \u0437\u0430\u043c\u0435\u0447\u0435\u043d\u0430 \u0432 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u0438\u0438 \u0440\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0445 \u0434\u0435\u0437\u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u043d\u0430\u0440\u0440\u0430\u0442\u0438\u0432\u043e\u0432 \u0438 \u0444\u0435\u0439\u043a\u043e\u0432\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438.\n\n\u041f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0439 \u0440\u0435\u0439\u0442\u0438\u043d\u0433 \u0431\u0443\u0434\u0435\u0442 \u0432\u043a\u043b\u044e\u0447\u0430\u0442\u044c \u0442\u043e\u043b\u044c\u043a\u043e \u0432\u0438\u0434\u0435\u043e \u0441 \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c\u044e \u0431\u043e\u043b\u0435\u0435 10 \u043c\u0438\u043d\u0443\u0442, \u0442.\u0435. \u0440\u0435\u043f\u043e\u0440\u0442\u0430\u0436\u0438 \u0438 \u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u0438\u043d\u0442\u0435\u0440\u0432\u044c\u044e:\n\n<img class=\"alignnone size-full wp-image-1921\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024.png\" alt=\"\" width=\"3396\" height=\"1464\" \/>\n\n\u041f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0432\u0441\u0435 \u0432\u0438\u0434\u0435\u043e \u0432 \u044d\u0442\u043e\u043c \u0441\u043f\u0438\u0441\u043a\u0435 \u0441\u0432\u044f\u0437\u0430\u043d\u044b \u0441 \u0442\u0435\u043c\u044b \u0432\u043e\u0439\u043d\u044b \u0432 \u0423\u043a\u0440\u0430\u0438\u043d\u0435 \u0438 \u043e\u0442\u0440\u0430\u0436\u0430\u044e\u0442 \u043f\u043e\u0437\u0438\u0446\u0438\u044e \u0441\u0442\u0440\u0430\u043d\u044b-\u0430\u0433\u0440\u0435\u0441\u0441\u043e\u0440\u0430 - \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u043e\u0439 \u0424\u0435\u0434\u0435\u0440\u0430\u0446\u0438\u0438.\n\n\u0418\u0437\u0443\u0447\u0438\u043c \u0432\u043e\u0432\u043b\u0435\u0447\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0432\u0438\u0434\u0435\u043e \u0432 \u043e\u043a\u0442\u044f\u0431\u0440\u0435 2024 \u0433\u043e\u0434\u0430.\nK-means \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u044f:\n\n<img class=\"alignnone size-full wp-image-1923\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024.png\" alt=\"\" width=\"3432\" height=\"1551\" \/>\n\n\u041d\u0430 \u044d\u0442\u043e\u043c \u0433\u0440\u0430\u0444\u0438\u043a\u0435 \u043e\u043f\u044f\u0442\u044c \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u0432\u0441\u0435 \u0432\u0438\u0434\u0435\u043e \u044d\u0442\u0438\u0445 \u0434\u0435\u0441\u044f\u0442\u0438 \u043a\u0430\u043d\u0430\u043b\u043e\u0432. \u041f\u043e\u043b\u043d\u0430\u044f \u0438\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0430\u044f \u0432\u0435\u0440\u0441\u0438\u044f \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u0441\u044f <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024_kmeans.html\">\u0437\u0434\u0435\u0441\u044c<\/a>. \u041c\u043e\u0436\u043d\u043e \u043e\u0442\u043c\u0435\u0442\u0438\u0442\u044c, \u0447\u0442\u043e \u043e\u0442\u043a\u043b\u043e\u043d\u0435\u043d\u0438\u0439 \u043e\u0442 \u0441\u0440\u0435\u0434\u043d\u0435\u0433\u043e, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0447\u0430\u0449\u0435 \u0432\u0441\u0435\u0433\u043e \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u0430\u043c\u0438 \u0432\u0438\u0434\u0435\u043e, \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0430\u043d\u043d\u044b\u0445 \u0440\u0435\u043a\u043b\u0430\u043c\u043d\u044b\u043c \u043f\u0440\u043e\u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0435\u043c \u043d\u0435\u043c\u043d\u043e\u0433\u043e.\n\n\u0421\u0430\u043c\u044b\u0439 \u043d\u0430\u0433\u043b\u044f\u0434\u043d\u044b\u0439 \u0433\u0440\u0430\u0444\u0438\u043a \u043f\u0440\u043e \u0432\u043e\u0432\u043b\u0435\u0447\u0435\u043d\u043d\u043e\u0441\u0442\u044c:\n\n<img class=\"alignnone size-full wp-image-1925\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024.png\" alt=\"\" width=\"3360\" height=\"1512\" \/>\n\n\u041d\u0430 \u043e\u0441\u0438 X - \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c, \u043d\u0430 \u043e\u0441\u0438 Y - \u043b\u0430\u0439\u043a\u0438, \u0442\u0435\u043f\u043b\u043e\u0432\u0430\u044f \u043a\u0430\u0440\u0442\u0430 \u043e\u0442\u0440\u0430\u0436\u0430\u0435\u0442 \u0447\u0438\u0441\u043b\u043e \u043f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u043e\u0432, \u0440\u0430\u0437\u043c\u0435\u0440 - \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432. \u041f\u043e\u043b\u043d\u0430\u044f \u0438\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0430\u044f \u0432\u0435\u0440\u0441\u0438\u044f \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u0441\u044f <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024.html\">\u0437\u0434\u0435\u0441\u044c<\/a>.\n\n\u0414\u043b\u044f \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0438\u0445 \u0444\u0430\u043a\u0442\u0447\u0435\u043a\u0438\u043d\u0433\u043e\u0432\u044b\u0445 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0439 \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u0438\u043c \u0433\u0440\u0430\u0444\u0438\u043a \u043d\u0430\u0440\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0439 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u043f\u043e \u0442\u0435\u043c\u0430\u043c:\n\n<img class=\"alignnone size-full wp-image-1936\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024.png\" alt=\"\" width=\"3396\" height=\"1602\" \/>\n\n\u041f\u043e\u043b\u043d\u0430\u044f \u0438\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u0430\u044f \u0432\u0435\u0440\u0441\u0438\u044f <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_theme_only_102024.html\">\u0437\u0434\u0435\u0441\u044c<\/a>.\n\n\u041f\u043e\u0434\u0432\u0435\u0434\u0435\u043c \u043a\u0440\u0430\u0442\u043a\u0438\u0435 \u0438\u0442\u043e\u0433\u0438.\n\u0411\u0435\u043b\u0430\u0440\u0443\u0441\u043a\u0438\u0435 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 YouTube-\u043a\u0430\u043d\u0430\u043b\u044b \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u044e\u0442 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u044c \u0433\u0438\u0433\u0430\u043d\u0442\u0441\u043a\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0432\u0438\u0434\u0435\u043e\u0440\u043e\u043b\u0438\u043a\u043e\u0432 \u0435\u0436\u0435\u043c\u0435\u0441\u044f\u0447\u043d\u043e.\n\u0421\u043e\u0431\u0438\u0440\u0430\u044e\u0449\u0438\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u043e\u0432 \u043f\u043e\u0441\u0432\u044f\u0449\u0430\u0435\u043d\u044b \u0442\u0435\u043c\u0435 \u0432\u043e\u0439\u043d\u044b \u0432 \u0423\u043a\u0440\u0430\u0438\u043d\u0435 \u0438, \u0438\u0441\u0445\u043e\u0434\u044f \u0438\u0437 \u0438\u0445 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u044f, \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0442 \u0440\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0443\u044e \u0434\u0435\u0437\u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u0443\u044e \u043f\u043e\u0432\u0435\u0441\u0442\u043a\u0443 \u0438 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u044b \u043d\u0430 \u0440\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0443\u044e \u0430\u0443\u0434\u0438\u0442\u043e\u0440\u0438\u044e, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043f\u043e\u0434\u043f\u0438\u0441\u0447\u0438\u043a\u043e\u0432 \u044d\u0442\u0438\u0445 \u043a\u0430\u043d\u0430\u043b\u043e\u0432. \u041d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u044c \u0430\u043d\u0430\u043b\u0438\u0437 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u044f \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435\u0435 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0432\u0438\u0434\u0435\u043e \u0441 \u0446\u0435\u043b\u044c\u044e \u043d\u0430\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u044f \u0444\u0435\u0439\u043a\u043e\u0432\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0434\u0435\u0431\u0430\u043d\u043a\u0438\u043d\u0433\u0430.","_ru_post_name":"youtube_belarus_state_analysis_102024","_ru_post_excerpt":"","_ru_post_title":"\u0410\u043d\u0430\u043b\u0438\u0437 YouTube-\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u043a\u0440\u0443\u043f\u043d\u0435\u0439\u0448\u0438\u0445 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0421\u041c\u0418 \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0438 \u0437\u0430 \u043e\u043a\u0442\u044f\u0431\u0440\u044c 2024 \u0433\u043e\u0434\u0430","_eng_post_content":"Continuing to monitor the activity of Belarusian YouTube channels owned by state media to more thoroughly analyze the narratives used and fact-check the most noticeable and significant fakes.\n\n<hr \/>\n\nFor this, we use a specific established algorithm for monitoring and utilizing AI-based tools.\n\nFirst, let's look at the basic characteristics of the results for October 2024. We will start with the number of posts and channel dynamics since July 2024:\n<img class=\"alignnone size-full wp-image-1907\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_10channels_102024.png\" alt=\"\" width=\"1638\" height=\"573\" \/>\n\nWe added the Belarus 24 channel. The NEWS.BY channel experienced a significant drop in views. A possible reason could be the consequences of the blockage, which we <a href=\"https:\/\/factcheck.lt\/news\/youtube_belarus_state_analysis_092024\/\">reported<\/a> earlier.\n\nDistribution of the number of posts across channels:\n<img class=\"alignnone size-full wp-image-1909\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024.png\" alt=\"\" width=\"3261\" height=\"1548\" \/>\n\nThis chart shows 2087 videos posted on ten state-owned YouTube channels in October 2024 by date and how many views were gathered by November 1, 2024.\n<img class=\"alignnone size-full wp-image-1910\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024.png\" alt=\"\" width=\"3372\" height=\"1521\" \/>\n\nThe full interactive version of the chart can be found <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024_views_over_time.html\">here<\/a>.\n\nLet's add a \"word cloud\" formed from the video descriptions excluding \"stop words\":\n<img class=\"alignnone size-full wp-image-1913\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_wordcloud102024.png\" alt=\"\" width=\"557\" height=\"286\" \/>\n\nIt is expected that the pro-government channels will promote a single politician, but \"Haidukevich\" is also noticeable in the cloud.\n\nNow let's create rankings for the most viewed videos. We'll start with all videos:\n<img class=\"alignnone size-full wp-image-1915\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024.png\" alt=\"\" width=\"3354\" height=\"1608\" \/>\n\nOnly videos from three of the ten channels made it into the top twenty. The lower threshold was 1 million views.\n\nNow let's remove \"short videos\" (shorts) of the previous length of 60 seconds and select 20 videos by the number of views:\n<img class=\"alignnone size-full wp-image-1917\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024.png\" alt=\"\" width=\"3372\" height=\"1608\" \/>\n\nThe entry threshold was 347 thousand views.\n\nNow videos longer than 3 minutes, the new definition of short videos on YouTube:\n<img class=\"alignnone size-full wp-image-1919\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024.png\" alt=\"\" width=\"3399\" height=\"1446\" \/>\n\nSurprisingly high rankings for videos over an hour long featuring Montyan, who has repeatedly been noted for spreading Russian disinformation narratives and fake information.\n\nThe final ranking will include only videos longer than 10 minutes, i.e., reports and extensive interviews:\n<img class=\"alignnone size-full wp-image-1921\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024.png\" alt=\"\" width=\"3396\" height=\"1464\" \/>\n\nAlmost all the videos in this list are related to the war in Ukraine and reflect the position of the aggressor country, the Russian Federation.\n\nLet's examine the engagement of state-owned videos in October 2024. K-means clustering:\n<img class=\"alignnone size-full wp-image-1923\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024.png\" alt=\"\" width=\"3432\" height=\"1551\" \/>\n\nThis chart again includes all videos from these ten channels. The full interactive version can be found <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024_kmeans.html\">here<\/a>. It can be noted that deviations from the average, which are most often signs of videos supported by promotional advertising, are few.\n\nThe most illustrative graph about engagement:\n<img class=\"alignnone size-full wp-image-1925\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024.png\" alt=\"\" width=\"3360\" height=\"1512\" \/>\n\nOn the X-axis is duration, on the Y-axis is likes, the heat map reflects the number of views, and the size represents the number of comments. The full interactive version is available <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024.html\">here<\/a>.\n\nFor further fact-checking publications, we will prepare a narrative clustering chart by topic:\n\n<img class=\"alignnone size-full wp-image-1936\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024.png\" alt=\"\" width=\"3396\" height=\"1602\" \/>\n\nFull interactive version <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_theme_only_102024.html\">here<\/a>.\n\nLet's summarize briefly. Belarusian state YouTube channels continue to produce a massive number of videos every month. The majority of views are gathered by videos dedicated to the war in Ukraine, and based on their content, they contain Russian disinformation narratives and are targeted at the Russian audience, which makes up the majority of these channels' subscribers. It is necessary to analyze the content of the most popular videos to identify fake information and perform debunking.","_eng_post_name":"","_eng_post_excerpt":"","_eng_post_title":"Analysis of YouTube activity of the largest state media of Belarus for October 2024","_bel_post_content":"\u041f\u0440\u0430\u0446\u044f\u0433\u0432\u0430\u044e\u0447\u044b \u043d\u0430\u0437\u0456\u0440\u0430\u043d\u043d\u0435 \u0437\u0430 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u044e \u0431\u0435\u043b\u0430\u0440\u0443\u0441\u043a\u0456\u0445 youtube-\u043a\u0430\u043d\u0430\u043b\u0430\u045e, \u044f\u043a\u0456\u044f \u043d\u0430\u043b\u0435\u0436\u0430\u0446\u044c \u043c\u0435\u0434\u044b\u044f \u0437 \u0434\u0437\u044f\u0440\u0436\u0430\u045e\u043d\u0430\u0439 \u0444\u043e\u0440\u043c\u0430\u0439 \u0443\u043b\u0430\u0441\u043d\u0430\u0441\u0446\u0456, \u043a\u0430\u0431 \u0431\u043e\u043b\u044c\u0448 \u0434\u044d\u0442\u0430\u043b\u0451\u0432\u0430 \u043f\u0440\u0430\u0430\u043d\u0430\u043b\u0456\u0437\u0430\u0432\u0430\u0446\u044c \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043d\u044b\u044f \u043d\u0430\u0440\u0430\u0442\u044b\u0432\u044b \u0456 \u043f\u0440\u0430\u0432\u0435\u0441\u0446\u0456 \u0444\u0430\u043a\u0442\u0447\u044d\u043a\u0456\u043d\u0433 \u043d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u0437\u0430\u045e\u0432\u0430\u0436\u043d\u044b\u0445 \u0456 \u0437\u043d\u0430\u0447\u043d\u044b\u0445 \u0444\u044d\u0439\u043a\u0430\u045e.\n\n<hr \/>\n\n\u0414\u043b\u044f \u0433\u044d\u0442\u0430\u0433\u0430 \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u043e\u045e\u0432\u0430\u0435\u043c \u043f\u044d\u045e\u043d\u044b \u0441\u043a\u043b\u0430\u0434\u0437\u0435\u043d\u044b \u0430\u043b\u0433\u0430\u0440\u044b\u0442\u043c \u043f\u0440\u0430\u0432\u044f\u0434\u0437\u0435\u043d\u043d\u044f \u043c\u0430\u043d\u0456\u0442\u043e\u0440\u044b\u043d\u0433\u0443 \u0456 \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043d\u043d\u044f AI-\u0430\u0441\u043d\u0430\u0432\u0430\u043d\u044b\u0445 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u045e.\n\n\u0421\u043f\u0430\u0447\u0430\u0442\u043a\u0443 \u0431\u0430\u0437\u0430\u0432\u044b\u044f \u0445\u0430\u0440\u0430\u043a\u0442\u0430\u0440\u044b\u0441\u0442\u044b\u043a\u0456 \u0432\u044b\u043d\u0456\u043a\u0430\u045e \u043a\u0430\u0441\u0442\u0440\u044b\u0447\u043d\u0456\u043a\u0430 2024 \u0433\u043e\u0434\u0430. \u041f\u0430\u0447\u043d\u0435\u043c \u0437 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u043f\u0430\u0441\u0442\u043e\u045e \u0456 \u0434\u044b\u043d\u0430\u043c\u0456\u043a\u0456 \u043a\u0430\u043d\u0430\u043b\u0430\u045e, \u043f\u0430\u0447\u044b\u043d\u0430\u044e\u0447\u044b \u0437 \u043b\u0456\u043f\u0435\u043d\u044f 2024:\n<img class=\"alignnone size-full wp-image-1907\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_10channels_102024.png\" alt=\"\" width=\"1638\" height=\"573\" \/>\n\n\u0414\u0430\u0434\u0430\u043b\u0456 \u043a\u0430\u043d\u0430\u043b \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u044c 24. \u041a\u0430\u043d\u0430\u043b NEWS.BY \u0437\u043d\u0430\u0447\u043d\u0430 \u0437\u043d\u0456\u0437\u0456\u045e \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044c \u043f\u0440\u0430\u0433\u043b\u044f\u0434\u0430\u045e. \u041c\u0430\u0433\u0447\u044b\u043c\u0430\u044f \u043f\u0440\u044b\u0447\u044b\u043d\u0430 \u2014 \u043d\u0430\u0441\u0442\u0443\u043f\u0441\u0442\u0432\u044b \u0431\u043b\u0430\u043a\u0456\u0440\u043e\u045e\u043a\u0456, \u043f\u0440\u0430 \u044f\u043a\u0443\u044e <a href=\"https:\/\/factcheck.lt\/news\/youtube_belarus_state_analysis_092024\/\">\u043f\u0456\u0441\u0430\u043b\u0456<\/a> \u0440\u0430\u043d\u0435\u0439.\n\n\u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u043f\u0430\u0441\u0442\u043e\u045e \u043f\u0430 \u043a\u0430\u043d\u0430\u043b\u0430\u0445:\n<img class=\"alignnone size-full wp-image-1909\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_freq_posts_102024.png\" alt=\"\" width=\"3261\" height=\"1548\" \/>\n\n\u041d\u0430 \u0433\u044d\u0442\u044b\u043c \u0433\u0440\u0430\u0444\u0456\u043a\u0443 \u043f\u0430\u043a\u0430\u0437\u0430\u043d\u0430 2087 \u0432\u0456\u0434\u044d\u0430, \u0440\u0430\u0437\u043c\u0435\u0448\u0447\u0430\u043d\u044b\u0445 \u043d\u0430 \u0434\u0437\u0435\u0441\u044f\u0446\u0456 \u0434\u0437\u044f\u0440\u0436\u0430\u045e\u043d\u044b\u0445 YouTube-\u043a\u0430\u043d\u0430\u043b\u0430\u0445, \u0443 \u043a\u0430\u0441\u0442\u0440\u044b\u0447\u043d\u0456\u043a\u0443 2024 \u043f\u0430 \u0434\u0430\u0442\u0430\u0445 \u0456 \u043a\u043e\u043b\u044c\u043a\u0456 \u0441\u0430\u0431\u0440\u0430\u043d\u0430 \u043f\u0440\u0430\u0433\u043b\u044f\u0434\u0430\u045e \u0434\u0430 1 \u043b\u0456\u0441\u0442\u0430\u043f\u0430\u0434\u0430 2024.\n<img class=\"alignnone size-full wp-image-1910\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_views_dates_102024.png\" alt=\"\" width=\"3372\" height=\"1521\" \/>\n\n\u041f\u043e\u045e\u043d\u0430\u044f \u0456\u043d\u0442\u044d\u0440\u0430\u043a\u0442\u044b\u045e\u043d\u0430\u044f \u0432\u0435\u0440\u0441\u0456\u044f \u0433\u0440\u0430\u0444\u0456\u043a\u0430 \u0437\u043d\u0430\u0445\u043e\u0434\u0437\u0456\u0446\u0446\u0430 <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024_views_over_time.html\">\u0442\u0443\u0442<\/a>.\n\n\u0414\u0430\u0434\u0430\u0434\u0437\u0456\u043c \"\u0432\u043e\u0431\u043b\u0430\u043a\u0430 \u0441\u043b\u043e\u045e\", \u0441\u0444\u0430\u0440\u043c\u0456\u0440\u0430\u0432\u0430\u043d\u0430\u0435 \u0437 \u0430\u043f\u0456\u0441\u0430\u043d\u043d\u044f\u045e \u0432\u0456\u0434\u044d\u0430 \u0437 \u0432\u044b\u043a\u043b\u044e\u0447\u044d\u043d\u043d\u0435\u043c \"\u0441\u0442\u043e\u043f-\u0441\u043b\u043e\u045e\":\n<img class=\"alignnone size-full wp-image-1913\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_wordcloud102024.png\" alt=\"\" width=\"557\" height=\"286\" \/>\n\n\u0427\u0430\u043a\u0430\u043d\u0430, \u0448\u0442\u043e \u043f\u0440\u0430\u0434\u0437\u044f\u0440\u0436\u0430\u045e\u043d\u044b\u043c\u0456 \u043a\u0430\u043d\u0430\u043b\u0430\u043c\u0456 \u0431\u0443\u0434\u0437\u0435 \u043f\u0440\u0430\u0441\u043e\u045e\u0432\u0430\u0446\u0446\u0430 \u0430\u0434\u0437\u0456\u043d \u043f\u0430\u043b\u0456\u0442\u044b\u043a, \u0430\u043b\u0435 \u045e \u0432\u043e\u0431\u043b\u0430\u043a\u0443 \u0442\u0430\u043a\u0441\u0430\u043c\u0430 \u0437\u0430\u045e\u0432\u0430\u0436\u043d\u044b \"\u0433\u0430\u0439\u0434\u0443\u043a\u0435\u0432\u0456\u0447\".\n\n\u0426\u044f\u043f\u0435\u0440 \u043f\u0430\u0431\u0443\u0434\u0443\u0435\u043c \u0440\u044d\u0439\u0442\u044b\u043d\u0433\u0456 \u043d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u043f\u0440\u0430\u0433\u043b\u044f\u0434\u0430\u0435\u043c\u044b\u0445 \u0432\u0456\u0434\u044d\u0430. \u041f\u0430\u0447\u043d\u0435\u043c \u0437 \u0443\u0441\u0456\u0445 \u0432\u0456\u0434\u044d\u0430:\n<img class=\"alignnone size-full wp-image-1915\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_all_102024.png\" alt=\"\" width=\"3354\" height=\"1608\" \/>\n\n\u0417 \u0434\u0437\u0435\u0441\u044f\u0446\u0456 \u043a\u0430\u043d\u0430\u043b\u0430\u045e \u0432\u0456\u0434\u044d\u0430 \u0442\u043e\u043b\u044c\u043a\u0456 \u0437 \u0442\u0440\u043e\u0445 \u043f\u0430\u0442\u0440\u0430\u043f\u0456\u043b\u0456 \u045e \u043f\u0435\u0440\u0448\u044b\u044f \u0434\u0432\u0430\u0446\u0446\u0430\u0446\u044c. \u041d\u0456\u0436\u043d\u0456 \u043f\u0430\u0440\u043e\u0433 \u0442\u0440\u0430\u043f\u043b\u0435\u043d\u043d\u044f \u0441\u043a\u043b\u0430\u045e 1 \u043c\u0456\u043b\u044c\u0451\u043d \u043f\u0440\u0430\u0433\u043b\u044f\u0434\u0430\u045e.\n\n\u0426\u044f\u043f\u0435\u0440 \u0432\u044b\u0434\u0430\u043b\u0456\u043c \"\u043a\u0430\u0440\u043e\u0442\u043a\u0456\u044f \u0432\u0456\u0434\u044d\u0430\" (shorts) \u043c\u0456\u043d\u0443\u043b\u0430\u0439 \u0434\u0430\u045e\u0436\u044b\u043d\u0456 60 \u0441\u0435\u043a\u0443\u043d\u0434 \u0456 \u0442\u0430\u043a\u0441\u0430\u043c\u0430 \u0432\u044b\u0431\u0435\u0440\u0430\u043c 20 \u0432\u0456\u0434\u044d\u0430 \u043f\u0430 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u043f\u0440\u0430\u0433\u043b\u044f\u0434\u0430\u045e:\n<img class=\"alignnone size-full wp-image-1917\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_60_102024.png\" alt=\"\" width=\"3372\" height=\"1608\" \/>\n\n\u0423\u0432\u0430\u0445\u043e\u0434\u043d\u044b \u043f\u0430\u0440\u043e\u0433 \u0441\u043a\u043b\u0430\u045e 347 \u0442\u044b\u0441\u044f\u0447 \u043f\u0440\u0430\u0433\u043b\u044f\u0434\u0430\u045e.\n\n\u0426\u044f\u043f\u0435\u0440 \u0432\u0456\u0434\u044d\u0430 \u0437 \u0434\u0430\u045e\u0436\u044b\u043d\u0451\u0439 \u0431\u043e\u043b\u044c\u0448 \u0437\u0430 3 \u0445\u0432\u0456\u043b\u0456\u043d\u044b, \u043d\u043e\u0432\u0430\u0433\u0430 \u0432\u044b\u0437\u043d\u0430\u0447\u044d\u043d\u043d\u044f \u043a\u0430\u0440\u043e\u0442\u043a\u0456\u0445 \u0432\u0456\u0434\u044d\u0430 \u045e YouTube:\n<img class=\"alignnone size-full wp-image-1919\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_180_102024.png\" alt=\"\" width=\"3399\" height=\"1446\" \/>\n\n\u0414\u0437\u0456\u045e\u043d\u0430 \u0432\u044b\u0441\u043e\u043a\u0456\u044f \u043f\u0430\u0437\u0456\u0446\u044b\u0456 \u045e \u0432\u0456\u0434\u044d\u0430 \u0434\u0430\u045e\u0436\u044b\u043d\u0451\u0439 \u0431\u043e\u043b\u044c\u0448 \u0437\u0430 \u0433\u0430\u0434\u0437\u0456\u043d\u0443 \u0437 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043a\u0430\u0439 \u041c\u043e\u043d\u0442\u044f\u043d, \u044f\u043a\u0430\u044f \u043d\u0435\u0430\u0434\u043d\u0430\u0440\u0430\u0437\u043e\u0432\u0430 \u0431\u044b\u043b\u0430 \u0437\u0430\u045e\u0432\u0430\u0436\u0430\u043d\u0430 \u045e \u0440\u0430\u0441\u043f\u0430\u045e\u0441\u044e\u0434\u0437\u0435 \u0440\u0430\u0441\u0456\u0439\u0441\u043a\u0456\u0445 \u0434\u044d\u0437\u044b\u043d\u0444\u0430\u0440\u043c\u0430\u0446\u044b\u0439\u043d\u044b\u0445 \u043d\u0430\u0440\u0430\u0442\u044b\u0432\u0430\u045e \u0456 \u0444\u044d\u0439\u043a\u0430\u0432\u0430\u0439 \u0456\u043d\u0444\u0430\u0440\u043c\u0430\u0446\u044b\u0456.\n\n\u0410\u043f\u043e\u0448\u043d\u0456 \u0440\u044d\u0439\u0442\u044b\u043d\u0433 \u0431\u0443\u0434\u0437\u0435 \u045e\u043a\u043b\u044e\u0447\u0430\u0446\u044c \u0442\u043e\u043b\u044c\u043a\u0456 \u0432\u0456\u0434\u044d\u0430 \u0437 \u0434\u0430\u045e\u0436\u044b\u043d\u0451\u0439 \u0431\u043e\u043b\u044c\u0448 \u0437\u0430 10 \u0445\u0432\u0456\u043b\u0456\u043d, \u0433.\u0437\u043d. \u0440\u044d\u043f\u0430\u0440\u0442\u0430\u0436\u044b \u0456 \u0432\u044f\u043b\u0456\u043a\u0456\u044f \u0456\u043d\u0442\u044d\u0440\u0432'\u044e:\n<img class=\"alignnone size-full wp-image-1921\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_top20_600_102024.png\" alt=\"\" width=\"3396\" height=\"1464\" \/>\n\n\u0410\u043c\u0430\u043b\u044c \u0443\u0441\u0435 \u0432\u0456\u0434\u044d\u0430 \u045e \u0433\u044d\u0442\u044b\u043c \u0441\u043f\u0456\u0441\u0435 \u0437\u0432\u044f\u0437\u0430\u043d\u044b \u0437 \u0442\u044d\u043c\u0430\u0439 \u0432\u0430\u0439\u043d\u044b \u0432\u0430 \u0423\u043a\u0440\u0430\u0456\u043d\u0435 \u0456 \u0430\u0434\u043b\u044e\u0441\u0442\u0440\u043e\u045e\u0432\u0430\u044e\u0446\u044c \u043f\u0430\u0437\u0456\u0446\u044b\u044e \u043a\u0440\u0430\u0456\u043d\u044b-\u0430\u0433\u0440\u044d\u0441\u0430\u0440\u0430 \u2014 \u0420\u0430\u0441\u0456\u0439\u0441\u043a\u0430\u0439 \u0424\u0435\u0434\u044d\u0440\u0430\u0446\u044b\u0456.\n\n\u0414\u0430\u0441\u043b\u0435\u0434\u0443\u0435\u043c \u0443\u0446\u044f\u0433\u043d\u0435\u043d\u0430\u0441\u0446\u044c \u0434\u0437\u044f\u0440\u0436\u0430\u045e\u043d\u044b\u0445 \u0432\u0456\u0434\u044d\u0430 \u045e \u043a\u0430\u0441\u0442\u0440\u044b\u0447\u043d\u0456\u043a\u0443 2024 \u0433\u043e\u0434\u0430. K-means \u043a\u043b\u0430\u0441\u0442\u0430\u0440\u044b\u0437\u0430\u0446\u044b\u044f:\n<img class=\"alignnone size-full wp-image-1923\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_kmeans_102024.png\" alt=\"\" width=\"3432\" height=\"1551\" \/>\n\n\u041d\u0430 \u0433\u044d\u0442\u044b\u043c \u0433\u0440\u0430\u0444\u0456\u043a\u0443 \u0437\u043d\u043e\u045e \u0437\u043d\u0430\u0445\u043e\u0434\u0437\u044f\u0446\u0446\u0430 \u045e\u0441\u0435 \u0432\u0456\u0434\u044d\u0430 \u0433\u044d\u0442\u044b\u0445 \u0434\u0437\u0435\u0441\u044f\u0446\u0456 \u043a\u0430\u043d\u0430\u043b\u0430\u045e. \u041f\u043e\u045e\u043d\u0430\u044f \u0456\u043d\u0442\u044d\u0440\u0430\u043a\u0442\u044b\u045e\u043d\u0430\u044f \u0432\u0435\u0440\u0441\u0456\u044f \u0437\u043d\u0430\u0445\u043e\u0434\u0437\u0456\u0446\u0446\u0430 <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024_kmeans.html\">\u0442\u0443\u0442<\/a>. \u041c\u043e\u0436\u043d\u0430 \u0430\u0434\u0437\u043d\u0430\u0447\u044b\u0446\u044c, \u0448\u0442\u043e \u0430\u0434\u0445\u0456\u043b\u0435\u043d\u043d\u044f\u045e \u0430\u0434 \u0441\u044f\u0440\u044d\u0434\u043d\u044f\u0433\u0430, \u044f\u043a\u0456\u044f \u043d\u0430\u0439\u0447\u0430\u0441\u0446\u0435\u0439 \u0437'\u044f\u045e\u043b\u044f\u044e\u0446\u0446\u0430 \u043f\u0440\u044b\u043a\u043c\u0435\u0442\u0430\u043c\u0456 \u0432\u0456\u0434\u044d\u0430, \u043f\u0430\u0434\u0442\u0440\u044b\u043c\u0430\u043d\u0430\u0433\u0430 \u0440\u044d\u043a\u043b\u0430\u043c\u043d\u044b\u043c \u043f\u0440\u0430\u0441\u043e\u045e\u0432\u0430\u043d\u043d\u0435\u043c, \u043c\u0430\u043b\u0430.\n\n\u041d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u043d\u0430\u0433\u043b\u044f\u0434\u043d\u044b \u0433\u0440\u0430\u0444\u0456\u043a \u043f\u0440\u0430 \u045e\u0446\u044f\u0433\u043d\u0435\u043d\u0430\u0441\u0446\u044c:\n<img class=\"alignnone size-full wp-image-1925\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_engagement_102024.png\" alt=\"\" width=\"3360\" height=\"1512\" \/>\n\n\u041d\u0430 \u0432\u043e\u0441\u0456 X \u2014 \u0434\u0430\u045e\u0436\u044b\u043d\u044f, \u043d\u0430 \u0432\u043e\u0441\u0456 Y \u2014 \u043b\u0430\u0439\u043a\u0456, \u0446\u0435\u043f\u043b\u0430\u0432\u0430\u044f \u043a\u0430\u0440\u0442\u0430 \u0430\u0434\u043b\u044e\u0441\u0442\u0440\u043e\u045e\u0432\u0430\u0435 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044c \u043f\u0440\u0430\u0433\u043b\u044f\u0434\u0430\u045e, \u043f\u0430\u043c\u0435\u0440 \u2014 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044c \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e. \u041f\u043e\u045e\u043d\u0430\u044f \u0456\u043d\u0442\u044d\u0440\u0430\u043a\u0442\u044b\u045e\u043d\u0430\u044f \u0432\u0435\u0440\u0441\u0456\u044f \u0437\u043d\u0430\u0445\u043e\u0434\u0437\u0456\u0446\u0446\u0430 <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_posts102024.html\">\u0442\u0443\u0442<\/a>.\n\n\u0414\u043b\u044f \u0434\u0430\u043b\u0435\u0439\u0448\u044b\u0445 \u0444\u0430\u043a\u0442\u0447\u044d\u043a\u0456\u043d\u0433\u0430\u0432\u044b\u0445 \u043f\u0443\u0431\u043b\u0456\u043a\u0430\u0446\u044b\u0439 \u043f\u0430\u0434\u0440\u044b\u0445\u0442\u0443\u0435\u043c \u0433\u0440\u0430\u0444\u0456\u043a \u043d\u0430\u0440\u0430\u0442\u044b\u045e\u043d\u0430\u0439 \u043a\u043b\u0430\u0441\u0442\u0430\u0440\u044b\u0437\u0430\u0446\u044b\u0456 \u043f\u0430 \u0442\u044d\u043c\u0430\u0445:\n\n<img class=\"alignnone size-full wp-image-1936\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_posts102024.png\" alt=\"\" width=\"3396\" height=\"1602\" \/>\n\n\u041f\u043e\u045e\u043d\u0430\u044f \u0456\u043d\u0442\u044d\u0440\u0430\u043a\u0442\u044b\u045e\u043d\u0430\u044f \u0432\u0435\u0440\u0441\u0456\u044f <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2024\/11\/YT_state_narrative_theme_only_102024.html\">\u0442\u0443\u0442<\/a>.\n\n\u041f\u0430\u0434\u0432\u044f\u0434\u0437\u0435\u043c \u043a\u0430\u0440\u043e\u0442\u043a\u0456\u044f \u0432\u044b\u043d\u0456\u043a\u0456. \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u043a\u0456\u044f \u0434\u0437\u044f\u0440\u0436\u0430\u045e\u043d\u044b\u044f YouTube-\u043a\u0430\u043d\u0430\u043b\u044b \u043f\u0440\u0430\u0446\u044f\u0433\u0432\u0430\u044e\u0446\u044c \u0441\u0442\u0432\u0430\u0440\u0430\u0446\u044c \u0432\u0435\u043b\u0456\u0437\u0430\u0440\u043d\u0443\u044e \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044c \u0432\u0456\u0434\u044d\u0430\u0440\u043e\u043b\u0456\u043a\u0430\u045e \u0448\u0442\u043e\u043c\u0435\u0441\u044f\u0446. \u0411\u043e\u043b\u044c\u0448\u0430\u0441\u0446\u044c \u043f\u0440\u0430\u0433\u043b\u044f\u0434\u0430\u045e \u0437\u0431\u0456\u0440\u0430\u044e\u0446\u044c \u0432\u0456\u0434\u044d\u0430, \u043f\u0440\u044b\u0441\u0432\u0435\u0447\u0430\u043d\u044b\u044f \u0442\u044d\u043c\u0435 \u0432\u0430\u0439\u043d\u044b \u0432\u0430 \u0423\u043a\u0440\u0430\u0456\u043d\u0435, \u0456, \u0437\u044b\u0445\u043e\u0434\u0437\u044f\u0447\u044b \u0437 \u0456\u0445 \u0437\u043c\u0435\u0441\u0442\u0443, \u0443\u0442\u0440\u044b\u043c\u043b\u0456\u0432\u0430\u044e\u0446\u044c \u0440\u0430\u0441\u0456\u0439\u0441\u043a\u0443\u044e \u0434\u044d\u0437\u044b\u043d\u0444\u0430\u0440\u043c\u0430\u0446\u044b\u0439\u043d\u0443\u044e \u043f\u0430\u0432\u0435\u0441\u0442\u043a\u0443 \u0456 \u043d\u0430\u043a\u0456\u0440\u0430\u0432\u0430\u043d\u044b \u043d\u0430 \u0440\u0430\u0441\u0456\u0439\u0441\u043a\u0443\u044e \u0430\u045e\u0434\u044b\u0442\u043e\u0440\u044b\u044e, \u044f\u043a\u0430\u044f \u0441\u043a\u043b\u0430\u0434\u0430\u0435 \u0431\u043e\u043b\u044c\u0448\u0430\u0441\u0446\u044c \u043f\u0430\u0434\u043f\u0456\u0441\u0447\u044b\u043a\u0430\u045e \u0433\u044d\u0442\u044b\u0445 \u043a\u0430\u043d\u0430\u043b\u0430\u045e. \u041d\u0435\u0430\u0431\u0445\u043e\u0434\u043d\u0430 \u043f\u0440\u0430\u0432\u043e\u0434\u0437\u0456\u0446\u044c \u0430\u043d\u0430\u043b\u0456\u0437 \u0437\u043c\u0435\u0441\u0442\u0443 \u043d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u043f\u0430\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0432\u0456\u0434\u044d\u0430 \u0437 \u043c\u044d\u0442\u0430\u0439 \u043f\u043e\u0448\u0443\u043a\u0443 \u0444\u044d\u0439\u043a\u0430\u0432\u0430\u0439 \u0456\u043d\u0444\u0430\u0440\u043c\u0430\u0446\u044b\u0456 \u0456 \u0432\u044b\u043a\u0430\u043d\u0430\u043d\u043d\u044f \u0434\u044d\u0431\u0430\u043d\u043a\u0456\u043d\u0433\u0443.","_bel_post_name":"","_bel_post_excerpt":"","_bel_post_title":"\u0410\u043d\u0430\u043b\u0456\u0437 YouTube-\u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u043d\u0430\u0439\u0431\u0443\u0439\u043d\u0435\u0439\u0448\u044b\u0445 \u0434\u0437\u044f\u0440\u0436\u0430\u045e\u043d\u044b\u0445 \u043c\u0435\u0434\u044b\u044f\u045e \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0456 \u0437\u0430 \u043a\u0430\u0441\u0442\u0440\u044b\u0447\u043d\u0456\u043a 2024 \u0433\u043e\u0434\u0430","_lt_post_content":"","_lt_post_name":"","_lt_post_excerpt":"","_lt_post_title":"","edit_language":"eng","footnotes":""},"categories":[6,1],"tags":[],"_links":{"self":[{"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/posts\/1904"}],"collection":[{"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/comments?post=1904"}],"version-history":[{"count":0,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/posts\/1904\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/media\/1905"}],"wp:attachment":[{"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/media?parent=1904"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/categories?post=1904"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/factcheck.lt\/eng\/wp-json\/wp\/v2\/tags?post=1904"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}