{"id":3263,"date":"2025-04-06T00:32:35","date_gmt":"2025-04-05T21:32:35","guid":{"rendered":"https:\/\/factcheck.lt\/?p=3263"},"modified":"2025-05-02T09:38:05","modified_gmt":"2025-05-02T06:38:05","slug":"","status":"publish","type":"post","link":"https:\/\/factcheck.lt\/eng\/news\/youtube_botnet_march2025\/","title":{"rendered":"How bots affect discussions: a study of YouTube comments in March 2025","raw":"How bots affect discussions: a study of YouTube comments in March 2025"},"content":{"rendered":"<p>Less than 1% of accounts, but almost 12% of comments: the scale of botnets in political YouTube. 39% of videos attacked by botnets.<\/p>\n<hr \/>\n<p>As part of this research, a comprehensive analysis of comments on video content was conducted to identify coordinated botnet activity. The study included developing and applying a bot detection methodology, analyzing their behavioral characteristics, network connections, comment content, and temporal activity patterns.<br \/>\nThe research aimed to understand the scale, strategies, and goals of botnet activity in the context of video content commenting.<\/p>\n<h3>Botnet Detection Methodology<\/h3>\n<p><strong>Theoretical Foundation<\/strong><\/p>\n<p class=\"whitespace-pre-wrap break-words\">Botnet detection in comments is based on a combination of several analysis methods:<\/p>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\"><strong>Feature-based scoring<\/strong> &#8211; the main method using a set of behavioral features with corresponding weights<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Anomaly detection<\/strong> &#8211; to identify deviations from normal user behavior<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Clustering<\/strong> &#8211; to group bots by similar behavioral patterns<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Network analysis<\/strong> &#8211; to identify connections between bots through commented videos<\/li>\n<\/ol>\n<p><a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/youtube_comments_botnet_methodology.pdf\"><strong>Mathematical model for bot detection<\/strong><\/a><\/p>\n<p><strong>Volume and composition of analyzed data<\/strong><\/p>\n<p class=\"whitespace-pre-wrap break-words\">As part of the study, an analysis of comments on video content collected in March 2025 was conducted. The source data had the following characteristics:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\"><strong>2148<\/strong> videos<\/li>\n<li class=\"whitespace-normal break-words\"><strong>111<\/strong> channels<\/li>\n<li class=\"whitespace-normal break-words\"><strong>94532<\/strong> comments<\/li>\n<\/ul>\n<p><strong>Bot detection results<\/strong><\/p>\n<p class=\"whitespace-pre-wrap break-words\">Application of the described methodology identified <strong>599 bots<\/strong>, which accounted for almost <strong>11000 comments<\/strong> left on <strong>833 videos<\/strong>. Thus, despite the fact that bots made up a relatively small share of the total number of accounts (less than 1%), they generated about 11.6% of all comments and covered 38.8% of the analyzed videos.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">During the analysis, it was found that some accounts belonging to channel owners demonstrate behavioral patterns similar to bots. These accounts often generate similar comments, which leads to false positives in the bot detection algorithm.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Based on manual verification, we excluded several active accounts from the bot count:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">@ZERKALOIO<\/li>\n<li class=\"whitespace-normal break-words\">@zroblenaupolscy<\/li>\n<li class=\"whitespace-normal break-words\">@BalaganOFF<\/li>\n<li class=\"whitespace-normal break-words\">@viachaslau_sikora<\/li>\n<\/ul>\n<h3>Analysis of Detected Bot Characteristics<\/h3>\n<p><strong>Distribution of bots by bot score<\/strong><br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3268\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score.png\" alt=\"\" width=\"3387\" height=\"1527\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score.png 3387w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score-300x135.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score-1024x462.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score-768x346.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score-1536x692.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score-2048x923.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score-870x392.png 870w\" sizes=\"(max-width: 3387px) 100vw, 3387px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score.png\",\"width\":\"3387\",\"height\":\"1527\"}<\/script><br \/>\nThe visualization &#8220;Top 30 Bots by Bot Score&#8221; displays 30 accounts with the highest bot score values (rating of the probability that the account is a bot).<br \/>\nKey observations:<br \/>\nAll 30 top bots have high bot score values, approximately from 0.8 to 1.0<br \/>\nA gradation of color intensity in the bars is observed, reflecting bot score values<br \/>\nThree accounts with the highest scores: @JosefOh-i8x, @Blog_Blog2, @\u0412\u044f\u0447\u0435\u0441\u043b\u0430\u0432\u0420\u044f\u0437\u0430\u043d\u043e\u0432-63\u0440<br \/>\nIn the names of many accounts, characteristic patterns typical for bots are traced:<\/p>\n<ul>\n<li>Combination of Cyrillic names with alphanumeric suffixes<\/li>\n<li>Latin names with numeric suffixes<\/li>\n<li>First name-last name combinations with numeric\/alphanumeric codes<\/li>\n<\/ul>\n<p>The observed patterns in account names confirm the effectiveness of the methodology, as such template names are often used in automatic account generation.<br \/>\nDistribution of bots by number of comments<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3271\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments.png\" alt=\"\" width=\"3384\" height=\"1578\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments.png 3384w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments-300x140.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments-1024x478.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments-768x358.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments-1536x716.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments-2048x955.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments-858x400.png 858w\" sizes=\"(max-width: 3384px) 100vw, 3384px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments.png\",\"width\":\"3384\",\"height\":\"1578\"}<\/script><\/p>\n<p class=\"whitespace-pre-wrap break-words\">The visualization &#8220;Top 30 Bots by Comment Count&#8221; displays 30 bots with the highest number of comments left.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Significant variance in the number of comments &#8211; from approximately 75 for the least active bots in the top 30 to more than 550 for the most active<\/li>\n<li class=\"whitespace-normal break-words\">Two bots significantly lead others in the number of comments: @\u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440-\u04347n1\u0447 (~550) and @Dushman-z4f (~530)<\/li>\n<li class=\"whitespace-normal break-words\">A sharp decrease in activity is observed after the third bot (@irishaphill7794)<\/li>\n<li class=\"whitespace-normal break-words\">Several levels of activity among bots can be distinguished: hyper-active (>500), highly active (300-500), moderately active (200-300), low-active (100-200)<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Comparative analysis with bot score distribution<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">The lists of &#8220;Top 30 Bots by Bot Score&#8221; and &#8220;Top 30 Bots by Comment Count&#8221; contain different accounts<\/li>\n<li class=\"whitespace-normal break-words\">This indicates that the most suspicious bots by behavioral characteristics are not necessarily the most active<\/li>\n<li class=\"whitespace-normal break-words\">The lack of overlap between top bots by score and by comment count indicates the diversity of botnets and their strategies<\/li>\n<\/ul>\n<p><strong>Bot clustering<\/strong><br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3273\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster.png\" alt=\"\" width=\"3372\" height=\"1599\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster.png 3372w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster-300x142.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster-1024x486.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster-768x364.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster-1536x728.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster-2048x971.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster-844x400.png 844w\" sizes=\"(max-width: 3372px) 100vw, 3372px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster.png\",\"width\":\"3372\",\"height\":\"1599\"}<\/script><\/p>\n<p class=\"whitespace-pre-wrap break-words\">The visualization <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_clusters_scatter.html\">&#8220;Bot Clusters by Comment Count and Bot Score&#8221;<\/a> demonstrates the distribution of bots by two key parameters (comment count and bot score) with grouping by clusters.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Most of the detected bots are concentrated in the left part of the graph (less than 100 comments)<\/li>\n<li class=\"whitespace-normal break-words\">Bot score varies from 0.4 to 1.0, with a large concentration in the range of 0.5-0.7<\/li>\n<li class=\"whitespace-normal break-words\">A negative correlation is observed between comment count and bot score<\/li>\n<li class=\"whitespace-normal break-words\">Different clusters of bots with various characteristics are distinguished<\/li>\n<li class=\"whitespace-normal break-words\">The most active bots (300-550 comments) are classified as &#8220;noise points&#8221; and have moderate bot score values (0.4-0.6)<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Interpretation<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">The graph demonstrates an inverse relationship between activity and bot &#8220;obviousness&#8221;<\/li>\n<li class=\"whitespace-normal break-words\">Different clusters represent different botnets with various strategies and goals<\/li>\n<li class=\"whitespace-normal break-words\">Bots with high bot score indicators use more primitive tactics, while bots with high activity but lower bot scores use more advanced methods of imitating human behavior<\/li>\n<\/ul>\n<p><strong>Analysis of bot network connections<\/strong><br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3275\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network.png\" alt=\"\" width=\"3285\" height=\"1659\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network.png 3285w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network-300x152.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network-1024x517.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network-768x388.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network-1536x776.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network-2048x1034.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network-792x400.png 792w\" sizes=\"(max-width: 3285px) 100vw, 3285px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network.png\",\"width\":\"3285\",\"height\":\"1659\"}<\/script><\/p>\n<p class=\"whitespace-pre-wrap break-words\"><a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_network.html\">The network graph<\/a> visualizes connections between detected bots, where nodes represent individual bots and edges show connections through common videos they commented on.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">The network demonstrates a complex, heterogeneous structure with several distinct clusters<\/li>\n<li class=\"whitespace-normal break-words\">There is a central dense cluster with a large number of interconnections<\/li>\n<li class=\"whitespace-normal break-words\">Several peripheral, more sparse clusters connected to the central one are visible<\/li>\n<li class=\"whitespace-normal break-words\">The largest nodes are in the center of the graph &#8211; key bots with multiple connections<\/li>\n<li class=\"whitespace-normal break-words\">Bots with high bot score (red nodes) are relatively evenly distributed throughout the graph<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Conclusions<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">The network graph convincingly demonstrates the existence of coordinated groups of bots (botnets)<\/li>\n<li class=\"whitespace-normal break-words\">The density of connections indicates that many bots comment on the same videos<\/li>\n<li class=\"whitespace-normal break-words\">The central cluster represents the largest and most active botnet<\/li>\n<li class=\"whitespace-normal break-words\">Peripheral clusters may represent separate botnets with more narrow specialization<\/li>\n<li class=\"whitespace-normal break-words\">The scale and complexity of the network indicate a high level of organization and coordination<\/li>\n<\/ul>\n<h3>Analysis of Bot Comment Content<\/h3>\n<p><strong>Analysis of the most frequent n-grams<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3277\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams.png\" alt=\"\" width=\"3393\" height=\"1536\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams.png 3393w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams-300x136.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams-1024x464.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams-768x348.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams-1536x695.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams-2048x927.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams-870x394.png 870w\" sizes=\"(max-width: 3393px) 100vw, 3393px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams.png\",\"width\":\"3393\",\"height\":\"1536\"}<\/script><\/p>\n<p class=\"whitespace-pre-wrap break-words\">The visualization &#8220;Top 3-grams in Bot Comments&#8221; displays frequency analysis of trigrams (sequences of three words) in bot comments.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Two trigrams significantly exceed others in frequency of use: &#8220;zhyve belarus slava&#8221; and &#8220;belarus slava ukraine&#8221;<\/li>\n<li class=\"whitespace-normal break-words\">Thematic clusters of trigrams are distinguished:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Political slogans: &#8220;zhyve belarus slava&#8221;, &#8220;belarus slava ukraine&#8221;<\/li>\n<li class=\"whitespace-normal break-words\">Cryptocurrency spam messages<\/li>\n<li>Marketing: &#8220;shou obychnoe utro&#8221;, &#8220;podderzhku shou obychnoe&#8221;<\/li>\n<li class=\"whitespace-normal break-words\">Mentions of ethnic groups: &#8220;ugortsy finy albantsy&#8221;<\/li>\n<li class=\"whitespace-normal break-words\">Associated with the phrase &#8220;paulya\/pa\u016dlya&#8221;: &#8220;paulya sevyarnyashcha verym&#8221;<\/li>\n<\/ul>\n<\/li>\n<li class=\"whitespace-normal break-words\">A surprising feature is the presence of democratic and opposition Belarusian slogans, which does not correspond to usual Russian propaganda<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Interpretation<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">The presence of democratic and pro-Ukrainian slogans can be explained by:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Bot masking strategy<\/li>\n<li class=\"whitespace-normal break-words\">Goal of artificially enhancing discussion polarization<\/li>\n<li class=\"whitespace-normal break-words\">Discrediting the opposition through inappropriate use of slogans<\/li>\n<li class=\"whitespace-normal break-words\">Presence of different botnet operators with opposite political goals<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>Word cloud<\/strong><br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3278\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds.png\" alt=\"\" width=\"2841\" height=\"1461\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds.png 2841w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds-300x154.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds-1024x527.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds-768x395.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds-1536x790.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds-2048x1053.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds-778x400.png 778w\" sizes=\"(max-width: 2841px) 100vw, 2841px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds.png\",\"width\":\"2841\",\"height\":\"1461\"}<\/script><\/p>\n<p class=\"whitespace-pre-wrap break-words\">The word cloud visualizes the frequency of individual words in bot comments.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Largest words: &#8220;belarusi&#8221;, &#8220;zhyve&#8221;, &#8220;belarus&#8221;, &#8220;lukashenko&#8221;, &#8220;dzyakuj&#8221;, &#8220;vyaliki&#8221;, &#8220;rossiya\/rossii&#8221;, &#8220;ukraine\/ukraini&#8221;, &#8220;slava&#8221;<\/li>\n<li class=\"whitespace-normal break-words\">Polarization of political narratives is observed: simultaneously present are pro-democratic Belarusian and Ukrainian slogans, as well as terms that can be used in pro-Russian rhetoric<\/li>\n<li class=\"whitespace-normal break-words\">Noticeable use of several languages: Russian, Belarusian, Ukrainian<\/li>\n<li class=\"whitespace-normal break-words\">References to historical identity (VKL, litviny) are present<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Conclusions<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">The word cloud demonstrates extreme heterogeneity of political orientation in content created by bots<\/li>\n<li class=\"whitespace-normal break-words\">The detected bots are most likely controlled by different operators with differently directed goals<\/li>\n<li class=\"whitespace-normal break-words\">Political orientation of content should not be a factor in classifying accounts as bots<\/li>\n<\/ul>\n<p><strong>Analysis of duplicate comments<\/strong><br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3279\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates.png\" alt=\"\" width=\"3372\" height=\"1617\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates.png 3372w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates-300x144.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates-1024x491.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates-768x368.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates-1536x737.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates-2048x982.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates-834x400.png 834w\" sizes=\"(max-width: 3372px) 100vw, 3372px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates.png\",\"width\":\"3372\",\"height\":\"1617\"}<\/script><\/p>\n<p class=\"whitespace-pre-wrap break-words\">The visualization &#8220;Top Duplicate Comments&#8221; displays the most frequently repeated comments left by bots.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Most common duplicates: &#8220;Dzyakuj za pratsu&#8221; (~49), &#8220;ZHYVE BELARUS&#8221; (~43), &#8220;Kamentar dlya praso\u016dvannya rolika pa Yutube pavinen z&#8230;&#8221; (~40)<\/li>\n<li class=\"whitespace-normal break-words\">Thematic categories of repeated comments are distinguished:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Political and patriotic slogans: &#8220;ZHYVE BELARUS&#8221;, &#8220;Slava Ukraini \u017divie Belarus&#8221;<\/li>\n<li class=\"whitespace-normal break-words\">Marketing and promotional: &#8220;Kamentar dlya praso\u016dvannya rolika pa Yutube pavinen z&#8230;&#8221;<\/li>\n<li class=\"whitespace-normal break-words\">Thanks and greetings: &#8220;Dzyakuj za pratsu&#8221;, &#8220;Spasibo Artyom&#8221;<\/li>\n<li class=\"whitespace-normal break-words\">Religious and moral-ethical statements: &#8220;Dai emu Bog togo chego on zasluzhil&#8221;<\/li>\n<\/ul>\n<\/li>\n<li class=\"whitespace-normal break-words\">Linguistic diversity is observed: Belarusian, Russian, Ukrainian, mixed<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Conclusions<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">The high frequency of identical comments unequivocally confirms the use of automated tools<\/li>\n<li class=\"whitespace-normal break-words\">Duplicate comments serve various purposes: from political activity to content promotion<\/li>\n<li class=\"whitespace-normal break-words\">Some comments directly indicate their marketing nature (&#8220;dlya praso\u016dvannya rolika pa Yutube&#8221;)<\/li>\n<li class=\"whitespace-normal break-words\">The use of several languages indicates an effort to reach different audiences<\/li>\n<\/ul>\n<p><H3>Temporal Analysis of Bot Activity<\/H3><br \/>\n<strong>Activity dynamics by day<\/strong><br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3281\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline.png\" alt=\"\" width=\"3333\" height=\"1584\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline.png 3333w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline-300x143.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline-1024x487.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline-768x365.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline-1536x730.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline-2048x973.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline-842x400.png 842w\" sizes=\"(max-width: 3333px) 100vw, 3333px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline.png\",\"width\":\"3333\",\"height\":\"1584\"}<\/script><\/p>\n<p class=\"whitespace-pre-wrap break-words\">The visualization &#8220;Bot Activity Over Time&#8221; displays the dynamics of bot activity throughout March 2025.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Beginning of the period (March 1): practically zero activity<\/li>\n<li class=\"whitespace-normal break-words\">Rapid growth in the first days of March to a level of ~250-300 comments per day<\/li>\n<li class=\"whitespace-normal break-words\">Relative stabilization in the middle of the month (300-400 comments daily)<\/li>\n<li class=\"whitespace-normal break-words\">Sharp peak of activity on March 26-27 (~840 comments per day)<\/li>\n<li class=\"whitespace-normal break-words\">Subsequent decline towards the end of the month<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Connection with the publication of a video about Lukashenko<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">The extreme peak of activity occurs exactly on March 26, 2025 \u2014 the day of publication of the video &#8220;Lukashenko is dying before our eyes and can&#8217;t even dress himself&#8221; by the BELSAT Now channel<\/li>\n<li class=\"whitespace-normal break-words\">The publication of this video triggered an unprecedented mobilization of botnet resources<\/li>\n<li class=\"whitespace-normal break-words\">Elevated level of activity continued for several days after the video publication<\/li>\n<\/ul>\n<p><strong>Distribution of activity by hours and days of the week<\/strong><br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3283\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours.png\" alt=\"\" width=\"3348\" height=\"1530\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours.png 3348w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours-300x137.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours-1024x468.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours-768x351.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours-1536x702.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours-2048x936.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours-870x398.png 870w\" sizes=\"(max-width: 3348px) 100vw, 3348px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours.png\",\"width\":\"3348\",\"height\":\"1530\"}<\/script><\/p>\n<p class=\"whitespace-pre-wrap break-words\">The heat map &#8220;Bot Activity by Hour and Day&#8221; displays the distribution of bot activity by hours and days of the week.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">The most intense activity is observed from 6 to 10 hours and from 17 to 20 hours Greenwich time<\/li>\n<li class=\"whitespace-normal break-words\">A clearly bipolar character of activity with two peaks (morning and evening) is traced<\/li>\n<li class=\"whitespace-normal break-words\">Early morning hours (0-4) and late evening (22-23) show minimal activity<\/li>\n<li class=\"whitespace-normal break-words\">Workdays show a more stable activity pattern than weekends<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Analysis of connection to working day<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Considering that the time is shown in Greenwich (UTC+0), activity peaks at 7-8 and 18-19 hours correspond to 9-11 AM and 8-10 PM in Eastern Europe (UTC+2\/+3)<\/li>\n<li class=\"whitespace-normal break-words\">These peaks clearly coincide with the beginning of the workday and evening time after work<\/li>\n<li class=\"whitespace-normal break-words\">Activity patterns convincingly indicate that botnet management is carried out in accordance with a normal work schedule in Eastern Europe<\/li>\n<\/ul>\n<p><strong>Analysis of Target Videos<\/strong><br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3285\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted.png\" alt=\"\" width=\"3408\" height=\"1539\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted.png 3408w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted-300x135.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted-1024x462.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted-768x347.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted-1536x694.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted-2048x925.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted-870x393.png 870w\" sizes=\"(max-width: 3408px) 100vw, 3408px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted.png\",\"width\":\"3408\",\"height\":\"1539\"}<\/script><\/p>\n<p class=\"whitespace-pre-wrap break-words\">The visualization &#8220;Top 20 Videos Targeted by Bots&#8221; demonstrates videos that attracted the largest number of comments from bots.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">17 out of 20 most attacked videos (85%) contain the name &#8220;Lukashenko&#8221; in the title<\/li>\n<li class=\"whitespace-normal break-words\">The absolute leader in the number of bot comments (more than 350) is the video &#8220;Lukashenko is dying before our eyes and can&#8217;t even dress himself&#8221; from BELSAT Now<\/li>\n<li class=\"whitespace-normal break-words\">Thematic groups of titles are distinguished:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Health and capacity: &#8220;Lukashenko is dying before our eyes&#8230;&#8221;, &#8220;Lukashenko in RAGE&#8221;<\/li>\n<li class=\"whitespace-normal break-words\">Threat to power: &#8220;Lukashenko has three days left&#8221;, &#8220;Lukashenko broke EVERYTHING in Belarus&#8221;<\/li>\n<li class=\"whitespace-normal break-words\">Corruption: &#8220;Lukashenko received a bribe!&#8221;<\/li>\n<li class=\"whitespace-normal break-words\">International relations: &#8220;Lukashenko flies to Putin for a reprimand&#8221;<\/li>\n<\/ul>\n<\/li>\n<li class=\"whitespace-normal break-words\">Most titles have a sensational character with clickbait elements<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Hypothesis testing<\/strong>: The data confirms the hypothesis that using Lukashenko&#8217;s name in clickbait titles not only increases organic engagement but also provokes large-scale &#8220;bot raids.&#8221; This is especially evident for the most provocative headlines.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-3286\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets.png\" alt=\"\" width=\"3329\" height=\"1573\" srcset=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets.png 3329w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets-300x142.png 300w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets-1024x484.png 1024w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets-768x363.png 768w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets-1536x726.png 1536w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets-2048x968.png 2048w, https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets-847x400.png 847w\" sizes=\"(max-width: 3329px) 100vw, 3329px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets.png\",\"width\":\"3329\",\"height\":\"1573\"}<\/script><\/p>\n<p class=\"whitespace-pre-wrap break-words\">The visualization <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_activity_per_video.html\">&#8220;Bot Activity per Video&#8221;<\/a> displays the relationship between the number of unique bots commenting on a video, the total number of comments from bots, and the average number of comments per bot.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Most videos attract a relatively small number of bots (up to 25 unique bots)<\/li>\n<li class=\"whitespace-normal break-words\">The most notable outlier &#8211; the video &#8220;Lukashenko is dying before our eyes and can&#8217;t even dress himself,&#8221; which attracted 58 unique bots that left 344 comments<\/li>\n<li class=\"whitespace-normal break-words\">Different strategies of bot usage are identified:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Massive attack &#8211; attracting a large number of bots to one video<\/li>\n<li class=\"whitespace-normal break-words\">Intensive attack &#8211; using a small number of bots that leave a disproportionately large number of comments<\/li>\n<li class=\"whitespace-normal break-words\">Distributed activity &#8211; moderate number of comments from a moderate number of bots<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>Key Conclusions and Recommendations<\/h3>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">General conclusions<\/h3>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\"><strong>Scale and impact of botnets<\/strong>: The study revealed a significant presence of botnets in video content comments. Despite the fact that bots constituted less than 1% of accounts, they generated 11.6% of all comments and covered almost 40% of videos.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Heterogeneity of botnets<\/strong>: Various types of botnets with different strategies, goals, and levels of sophistication were detected. Clustering revealed at least 7 different groups of bots with unique characteristics.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Professional nature of operations<\/strong>: Temporal patterns of activity indicate that organized structures working on a regular work schedule characteristic of Eastern Europe are behind the botnets.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Multi-directional political activity<\/strong>: Content analysis of comments revealed a surprising diversity of political narratives &#8211; from pro-Belarusian and pro-Ukrainian to pro-Russian. This indicates the presence of different botnet operators with different political goals.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Content targeting<\/strong>: Botnets demonstrate a clear preference for videos with sensational headlines containing Lukashenko&#8217;s name,<br \/>\nconfirming the hypothesis about the relationship between clickbait headlines and bot activity.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Coordination of actions<\/strong>: Significant coordination between bots is observed, especially in cases of responding to important information events, such as the publication of a video about Lukashenko&#8217;s health condition.<\/li>\n<li class=\"whitespace-normal break-words\"><strong>Evolution of tactics<\/strong>: An inverse relationship between bot activity and their &#8220;obviousness&#8221; (bot score) was discovered, indicating an evolution of bot tactics to avoid detection.<\/li>\n<\/ol>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">Practical recommendations<\/h3>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\"><strong>For platforms and moderators<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Implement a multi-level bot detection system that considers both behavioral characteristics and network connections<\/li>\n<li class=\"whitespace-normal break-words\">Pay special attention to videos with a high concentration of comments from suspicious accounts<\/li>\n<li class=\"whitespace-normal break-words\">Pay increased attention to accounts with naming patterns typical for bots<\/li>\n<li class=\"whitespace-normal break-words\">Track synchronized commenting activity as a sign of coordinated actions<\/li>\n<\/ul>\n<\/li>\n<li class=\"whitespace-normal break-words\"><strong>For content creators<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Be aware that using clickbait headlines mentioning political figures attracts not only organic users but also bots<\/li>\n<li class=\"whitespace-normal break-words\">Consider that high commenting metrics may be the result of botnet activity, not real audience interest<\/li>\n<li class=\"whitespace-normal break-words\">Consider the possibility of stricter comment moderation under sensitive political content<\/li>\n<\/ul>\n<\/li>\n<li class=\"whitespace-normal break-words\"><strong>For researchers<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Apply a comprehensive approach to bot detection, combining analysis of behavior, content, and network connections<\/li>\n<li class=\"whitespace-normal break-words\">Consider that the political orientation of comments is not a reliable indicator of botnet activity<\/li>\n<li class=\"whitespace-normal break-words\">Use temporal analysis to identify anomalous activity spikes associated with specific information events<\/li>\n<\/ul>\n<\/li>\n<li class=\"whitespace-normal break-words\"><strong>For users<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n<li class=\"whitespace-normal break-words\">Critically evaluate comments under political content, especially under videos with sensational headlines<\/li>\n<li class=\"whitespace-normal break-words\">Pay attention to signs of potentially automated activity: similar comments, template expressions, atypical activity patterns<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">Conclusion<\/h3>\n<p class=\"whitespace-pre-wrap break-words\">The conducted research demonstrates the complexity and multifaceted nature of the botnet activity problem in video content comments. The identified patterns indicate a high level of organization and coordination of botnets, their ability to quickly mobilize in response to significant information events, as well as the diversity of political goals of their operators.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">The research results emphasize the need for continuous improvement of bot detection and countermeasure methods, taking into account the evolutionary nature of their tactics and strategies. It is important to continue monitoring and analyzing botnet activity for a better understanding of its impact on the information space and public opinion.<\/p>\n<p><i>This publication was developed by a research team under the leadership of Mikhail Doroshevich, PhD.<\/i><\/p>\n","protected":false,"raw":"Less than 1% of accounts, but almost 12% of comments: the scale of botnets in political YouTube. 39% of videos attacked by botnets.\n\n<hr \/>\n\nAs part of this research, a comprehensive analysis of comments on video content was conducted to identify coordinated botnet activity. The study included developing and applying a bot detection methodology, analyzing their behavioral characteristics, network connections, comment content, and temporal activity patterns.\nThe research aimed to understand the scale, strategies, and goals of botnet activity in the context of video content commenting.\n<h3>Botnet Detection Methodology<\/h3>\n<strong>Theoretical Foundation<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">Botnet detection in comments is based on a combination of several analysis methods:<\/p>\n\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>Feature-based scoring<\/strong> - the main method using a set of behavioral features with corresponding weights<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Anomaly detection<\/strong> - to identify deviations from normal user behavior<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Clustering<\/strong> - to group bots by similar behavioral patterns<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Network analysis<\/strong> - to identify connections between bots through commented videos<\/li>\n<\/ol>\n<a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/youtube_comments_botnet_methodology.pdf\"><strong>Mathematical model for bot detection<\/strong><\/a>\n\n<strong>Volume and composition of analyzed data<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">As part of the study, an analysis of comments on video content collected in March 2025 was conducted. The source data had the following characteristics:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>2148<\/strong> videos<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>111<\/strong> channels<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>94532<\/strong> comments<\/li>\n<\/ul>\n<strong>Bot detection results<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">Application of the described methodology identified <strong>599 bots<\/strong>, which accounted for almost <strong>11000 comments<\/strong> left on <strong>833 videos<\/strong>. Thus, despite the fact that bots made up a relatively small share of the total number of accounts (less than 1%), they generated about 11.6% of all comments and covered 38.8% of the analyzed videos.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">During the analysis, it was found that some accounts belonging to channel owners demonstrate behavioral patterns similar to bots. These accounts often generate similar comments, which leads to false positives in the bot detection algorithm.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Based on manual verification, we excluded several active accounts from the bot count:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">@ZERKALOIO<\/li>\n \t<li class=\"whitespace-normal break-words\">@zroblenaupolscy<\/li>\n \t<li class=\"whitespace-normal break-words\">@BalaganOFF<\/li>\n \t<li class=\"whitespace-normal break-words\">@viachaslau_sikora<\/li>\n<\/ul>\n<h3>Analysis of Detected Bot Characteristics<\/h3>\n<strong>Distribution of bots by bot score<\/strong>\n<img class=\"alignnone size-full wp-image-3268\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score.png\" alt=\"\" width=\"3387\" height=\"1527\" \/>\nThe visualization \"Top 30 Bots by Bot Score\" displays 30 accounts with the highest bot score values (rating of the probability that the account is a bot).\nKey observations:\nAll 30 top bots have high bot score values, approximately from 0.8 to 1.0\nA gradation of color intensity in the bars is observed, reflecting bot score values\nThree accounts with the highest scores: @JosefOh-i8x, @Blog_Blog2, @\u0412\u044f\u0447\u0435\u0441\u043b\u0430\u0432\u0420\u044f\u0437\u0430\u043d\u043e\u0432-63\u0440\nIn the names of many accounts, characteristic patterns typical for bots are traced:\n<ul>\n \t<li>Combination of Cyrillic names with alphanumeric suffixes<\/li>\n \t<li>Latin names with numeric suffixes<\/li>\n \t<li>First name-last name combinations with numeric\/alphanumeric codes<\/li>\n<\/ul>\nThe observed patterns in account names confirm the effectiveness of the methodology, as such template names are often used in automatic account generation.\nDistribution of bots by number of comments\n<img class=\"alignnone size-full wp-image-3271\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments.png\" alt=\"\" width=\"3384\" height=\"1578\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization \"Top 30 Bots by Comment Count\" displays 30 bots with the highest number of comments left.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Significant variance in the number of comments - from approximately 75 for the least active bots in the top 30 to more than 550 for the most active<\/li>\n \t<li class=\"whitespace-normal break-words\">Two bots significantly lead others in the number of comments: @\u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440-\u04347n1\u0447 (~550) and @Dushman-z4f (~530)<\/li>\n \t<li class=\"whitespace-normal break-words\">A sharp decrease in activity is observed after the third bot (@irishaphill7794)<\/li>\n \t<li class=\"whitespace-normal break-words\">Several levels of activity among bots can be distinguished: hyper-active (>500), highly active (300-500), moderately active (200-300), low-active (100-200)<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Comparative analysis with bot score distribution<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The lists of \"Top 30 Bots by Bot Score\" and \"Top 30 Bots by Comment Count\" contain different accounts<\/li>\n \t<li class=\"whitespace-normal break-words\">This indicates that the most suspicious bots by behavioral characteristics are not necessarily the most active<\/li>\n \t<li class=\"whitespace-normal break-words\">The lack of overlap between top bots by score and by comment count indicates the diversity of botnets and their strategies<\/li>\n<\/ul>\n<strong>Bot clustering<\/strong>\n<img class=\"alignnone size-full wp-image-3273\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster.png\" alt=\"\" width=\"3372\" height=\"1599\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_clusters_scatter.html\">\"Bot Clusters by Comment Count and Bot Score\"<\/a> demonstrates the distribution of bots by two key parameters (comment count and bot score) with grouping by clusters.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Most of the detected bots are concentrated in the left part of the graph (less than 100 comments)<\/li>\n \t<li class=\"whitespace-normal break-words\">Bot score varies from 0.4 to 1.0, with a large concentration in the range of 0.5-0.7<\/li>\n \t<li class=\"whitespace-normal break-words\">A negative correlation is observed between comment count and bot score<\/li>\n \t<li class=\"whitespace-normal break-words\">Different clusters of bots with various characteristics are distinguished<\/li>\n \t<li class=\"whitespace-normal break-words\">The most active bots (300-550 comments) are classified as \"noise points\" and have moderate bot score values (0.4-0.6)<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Interpretation<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The graph demonstrates an inverse relationship between activity and bot \"obviousness\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Different clusters represent different botnets with various strategies and goals<\/li>\n \t<li class=\"whitespace-normal break-words\">Bots with high bot score indicators use more primitive tactics, while bots with high activity but lower bot scores use more advanced methods of imitating human behavior<\/li>\n<\/ul>\n<strong>Analysis of bot network connections<\/strong>\n<img class=\"alignnone size-full wp-image-3275\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network.png\" alt=\"\" width=\"3285\" height=\"1659\" \/>\n<p class=\"whitespace-pre-wrap break-words\"><a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_network.html\">The network graph<\/a> visualizes connections between detected bots, where nodes represent individual bots and edges show connections through common videos they commented on.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The network demonstrates a complex, heterogeneous structure with several distinct clusters<\/li>\n \t<li class=\"whitespace-normal break-words\">There is a central dense cluster with a large number of interconnections<\/li>\n \t<li class=\"whitespace-normal break-words\">Several peripheral, more sparse clusters connected to the central one are visible<\/li>\n \t<li class=\"whitespace-normal break-words\">The largest nodes are in the center of the graph - key bots with multiple connections<\/li>\n \t<li class=\"whitespace-normal break-words\">Bots with high bot score (red nodes) are relatively evenly distributed throughout the graph<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Conclusions<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The network graph convincingly demonstrates the existence of coordinated groups of bots (botnets)<\/li>\n \t<li class=\"whitespace-normal break-words\">The density of connections indicates that many bots comment on the same videos<\/li>\n \t<li class=\"whitespace-normal break-words\">The central cluster represents the largest and most active botnet<\/li>\n \t<li class=\"whitespace-normal break-words\">Peripheral clusters may represent separate botnets with more narrow specialization<\/li>\n \t<li class=\"whitespace-normal break-words\">The scale and complexity of the network indicate a high level of organization and coordination<\/li>\n<\/ul>\n<h3>Analysis of Bot Comment Content<\/h3>\n<strong>Analysis of the most frequent n-grams<\/strong>\n\n<img class=\"alignnone size-full wp-image-3277\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams.png\" alt=\"\" width=\"3393\" height=\"1536\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization \"Top 3-grams in Bot Comments\" displays frequency analysis of trigrams (sequences of three words) in bot comments.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Two trigrams significantly exceed others in frequency of use: \"zhyve belarus slava\" and \"belarus slava ukraine\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Thematic clusters of trigrams are distinguished:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Political slogans: \"zhyve belarus slava\", \"belarus slava ukraine\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Cryptocurrency spam messages<\/li>\n \t<li>Marketing: \"shou obychnoe utro\", \"podderzhku shou obychnoe\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Mentions of ethnic groups: \"ugortsy finy albantsy\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Associated with the phrase \"paulya\/pa\u016dlya\": \"paulya sevyarnyashcha verym\"<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\">A surprising feature is the presence of democratic and opposition Belarusian slogans, which does not correspond to usual Russian propaganda<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Interpretation<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The presence of democratic and pro-Ukrainian slogans can be explained by:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Bot masking strategy<\/li>\n \t<li class=\"whitespace-normal break-words\">Goal of artificially enhancing discussion polarization<\/li>\n \t<li class=\"whitespace-normal break-words\">Discrediting the opposition through inappropriate use of slogans<\/li>\n \t<li class=\"whitespace-normal break-words\">Presence of different botnet operators with opposite political goals<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<strong>Word cloud<\/strong>\n<img class=\"alignnone size-full wp-image-3278\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds.png\" alt=\"\" width=\"2841\" height=\"1461\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The word cloud visualizes the frequency of individual words in bot comments.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Largest words: \"belarusi\", \"zhyve\", \"belarus\", \"lukashenko\", \"dzyakuj\", \"vyaliki\", \"rossiya\/rossii\", \"ukraine\/ukraini\", \"slava\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Polarization of political narratives is observed: simultaneously present are pro-democratic Belarusian and Ukrainian slogans, as well as terms that can be used in pro-Russian rhetoric<\/li>\n \t<li class=\"whitespace-normal break-words\">Noticeable use of several languages: Russian, Belarusian, Ukrainian<\/li>\n \t<li class=\"whitespace-normal break-words\">References to historical identity (VKL, litviny) are present<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Conclusions<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The word cloud demonstrates extreme heterogeneity of political orientation in content created by bots<\/li>\n \t<li class=\"whitespace-normal break-words\">The detected bots are most likely controlled by different operators with differently directed goals<\/li>\n \t<li class=\"whitespace-normal break-words\">Political orientation of content should not be a factor in classifying accounts as bots<\/li>\n<\/ul>\n<strong>Analysis of duplicate comments<\/strong>\n<img class=\"alignnone size-full wp-image-3279\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates.png\" alt=\"\" width=\"3372\" height=\"1617\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization \"Top Duplicate Comments\" displays the most frequently repeated comments left by bots.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Most common duplicates: \"Dzyakuj za pratsu\" (~49), \"ZHYVE BELARUS\" (~43), \"Kamentar dlya praso\u016dvannya rolika pa Yutube pavinen z...\" (~40)<\/li>\n \t<li class=\"whitespace-normal break-words\">Thematic categories of repeated comments are distinguished:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Political and patriotic slogans: \"ZHYVE BELARUS\", \"Slava Ukraini \u017divie Belarus\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Marketing and promotional: \"Kamentar dlya praso\u016dvannya rolika pa Yutube pavinen z...\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Thanks and greetings: \"Dzyakuj za pratsu\", \"Spasibo Artyom\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Religious and moral-ethical statements: \"Dai emu Bog togo chego on zasluzhil\"<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\">Linguistic diversity is observed: Belarusian, Russian, Ukrainian, mixed<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Conclusions<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The high frequency of identical comments unequivocally confirms the use of automated tools<\/li>\n \t<li class=\"whitespace-normal break-words\">Duplicate comments serve various purposes: from political activity to content promotion<\/li>\n \t<li class=\"whitespace-normal break-words\">Some comments directly indicate their marketing nature (\"dlya praso\u016dvannya rolika pa Yutube\")<\/li>\n \t<li class=\"whitespace-normal break-words\">The use of several languages indicates an effort to reach different audiences<\/li>\n<\/ul>\n<H3>Temporal Analysis of Bot Activity<\/H3>\n<strong>Activity dynamics by day<\/strong>\n<img class=\"alignnone size-full wp-image-3281\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline.png\" alt=\"\" width=\"3333\" height=\"1584\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization \"Bot Activity Over Time\" displays the dynamics of bot activity throughout March 2025.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Beginning of the period (March 1): practically zero activity<\/li>\n \t<li class=\"whitespace-normal break-words\">Rapid growth in the first days of March to a level of ~250-300 comments per day<\/li>\n \t<li class=\"whitespace-normal break-words\">Relative stabilization in the middle of the month (300-400 comments daily)<\/li>\n \t<li class=\"whitespace-normal break-words\">Sharp peak of activity on March 26-27 (~840 comments per day)<\/li>\n \t<li class=\"whitespace-normal break-words\">Subsequent decline towards the end of the month<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Connection with the publication of a video about Lukashenko<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The extreme peak of activity occurs exactly on March 26, 2025 \u2014 the day of publication of the video \"Lukashenko is dying before our eyes and can't even dress himself\" by the BELSAT Now channel<\/li>\n \t<li class=\"whitespace-normal break-words\">The publication of this video triggered an unprecedented mobilization of botnet resources<\/li>\n \t<li class=\"whitespace-normal break-words\">Elevated level of activity continued for several days after the video publication<\/li>\n<\/ul>\n<strong>Distribution of activity by hours and days of the week<\/strong>\n<img class=\"alignnone size-full wp-image-3283\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours.png\" alt=\"\" width=\"3348\" height=\"1530\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The heat map \"Bot Activity by Hour and Day\" displays the distribution of bot activity by hours and days of the week.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The most intense activity is observed from 6 to 10 hours and from 17 to 20 hours Greenwich time<\/li>\n \t<li class=\"whitespace-normal break-words\">A clearly bipolar character of activity with two peaks (morning and evening) is traced<\/li>\n \t<li class=\"whitespace-normal break-words\">Early morning hours (0-4) and late evening (22-23) show minimal activity<\/li>\n \t<li class=\"whitespace-normal break-words\">Workdays show a more stable activity pattern than weekends<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Analysis of connection to working day<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Considering that the time is shown in Greenwich (UTC+0), activity peaks at 7-8 and 18-19 hours correspond to 9-11 AM and 8-10 PM in Eastern Europe (UTC+2\/+3)<\/li>\n \t<li class=\"whitespace-normal break-words\">These peaks clearly coincide with the beginning of the workday and evening time after work<\/li>\n \t<li class=\"whitespace-normal break-words\">Activity patterns convincingly indicate that botnet management is carried out in accordance with a normal work schedule in Eastern Europe<\/li>\n<\/ul>\n<strong>Analysis of Target Videos<\/strong>\n<img class=\"alignnone size-full wp-image-3285\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted.png\" alt=\"\" width=\"3408\" height=\"1539\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization \"Top 20 Videos Targeted by Bots\" demonstrates videos that attracted the largest number of comments from bots.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">17 out of 20 most attacked videos (85%) contain the name \"Lukashenko\" in the title<\/li>\n \t<li class=\"whitespace-normal break-words\">The absolute leader in the number of bot comments (more than 350) is the video \"Lukashenko is dying before our eyes and can't even dress himself\" from BELSAT Now<\/li>\n \t<li class=\"whitespace-normal break-words\">Thematic groups of titles are distinguished:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Health and capacity: \"Lukashenko is dying before our eyes...\", \"Lukashenko in RAGE\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Threat to power: \"Lukashenko has three days left\", \"Lukashenko broke EVERYTHING in Belarus\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Corruption: \"Lukashenko received a bribe!\"<\/li>\n \t<li class=\"whitespace-normal break-words\">International relations: \"Lukashenko flies to Putin for a reprimand\"<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\">Most titles have a sensational character with clickbait elements<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Hypothesis testing<\/strong>: The data confirms the hypothesis that using Lukashenko's name in clickbait titles not only increases organic engagement but also provokes large-scale \"bot raids.\" This is especially evident for the most provocative headlines.<\/p>\n<img class=\"alignnone size-full wp-image-3286\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets.png\" alt=\"\" width=\"3329\" height=\"1573\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_activity_per_video.html\">\"Bot Activity per Video\"<\/a> displays the relationship between the number of unique bots commenting on a video, the total number of comments from bots, and the average number of comments per bot.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Most videos attract a relatively small number of bots (up to 25 unique bots)<\/li>\n \t<li class=\"whitespace-normal break-words\">The most notable outlier - the video \"Lukashenko is dying before our eyes and can't even dress himself,\" which attracted 58 unique bots that left 344 comments<\/li>\n \t<li class=\"whitespace-normal break-words\">Different strategies of bot usage are identified:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Massive attack - attracting a large number of bots to one video<\/li>\n \t<li class=\"whitespace-normal break-words\">Intensive attack - using a small number of bots that leave a disproportionately large number of comments<\/li>\n \t<li class=\"whitespace-normal break-words\">Distributed activity - moderate number of comments from a moderate number of bots<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>Key Conclusions and Recommendations<\/h3>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">General conclusions<\/h3>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>Scale and impact of botnets<\/strong>: The study revealed a significant presence of botnets in video content comments. Despite the fact that bots constituted less than 1% of accounts, they generated 11.6% of all comments and covered almost 40% of videos.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Heterogeneity of botnets<\/strong>: Various types of botnets with different strategies, goals, and levels of sophistication were detected. Clustering revealed at least 7 different groups of bots with unique characteristics.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Professional nature of operations<\/strong>: Temporal patterns of activity indicate that organized structures working on a regular work schedule characteristic of Eastern Europe are behind the botnets.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Multi-directional political activity<\/strong>: Content analysis of comments revealed a surprising diversity of political narratives - from pro-Belarusian and pro-Ukrainian to pro-Russian. This indicates the presence of different botnet operators with different political goals.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Content targeting<\/strong>: Botnets demonstrate a clear preference for videos with sensational headlines containing Lukashenko's name,\nconfirming the hypothesis about the relationship between clickbait headlines and bot activity.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Coordination of actions<\/strong>: Significant coordination between bots is observed, especially in cases of responding to important information events, such as the publication of a video about Lukashenko's health condition.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Evolution of tactics<\/strong>: An inverse relationship between bot activity and their \"obviousness\" (bot score) was discovered, indicating an evolution of bot tactics to avoid detection.<\/li>\n<\/ol>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">Practical recommendations<\/h3>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>For platforms and moderators<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Implement a multi-level bot detection system that considers both behavioral characteristics and network connections<\/li>\n \t<li class=\"whitespace-normal break-words\">Pay special attention to videos with a high concentration of comments from suspicious accounts<\/li>\n \t<li class=\"whitespace-normal break-words\">Pay increased attention to accounts with naming patterns typical for bots<\/li>\n \t<li class=\"whitespace-normal break-words\">Track synchronized commenting activity as a sign of coordinated actions<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>For content creators<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Be aware that using clickbait headlines mentioning political figures attracts not only organic users but also bots<\/li>\n \t<li class=\"whitespace-normal break-words\">Consider that high commenting metrics may be the result of botnet activity, not real audience interest<\/li>\n \t<li class=\"whitespace-normal break-words\">Consider the possibility of stricter comment moderation under sensitive political content<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>For researchers<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Apply a comprehensive approach to bot detection, combining analysis of behavior, content, and network connections<\/li>\n \t<li class=\"whitespace-normal break-words\">Consider that the political orientation of comments is not a reliable indicator of botnet activity<\/li>\n \t<li class=\"whitespace-normal break-words\">Use temporal analysis to identify anomalous activity spikes associated with specific information events<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>For users<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Critically evaluate comments under political content, especially under videos with sensational headlines<\/li>\n \t<li class=\"whitespace-normal break-words\">Pay attention to signs of potentially automated activity: similar comments, template expressions, atypical activity patterns<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">Conclusion<\/h3>\n<p class=\"whitespace-pre-wrap break-words\">The conducted research demonstrates the complexity and multifaceted nature of the botnet activity problem in video content comments. The identified patterns indicate a high level of organization and coordination of botnets, their ability to quickly mobilize in response to significant information events, as well as the diversity of political goals of their operators.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">The research results emphasize the need for continuous improvement of bot detection and countermeasure methods, taking into account the evolutionary nature of their tactics and strategies. It is important to continue monitoring and analyzing botnet activity for a better understanding of its impact on the information space and public opinion.<\/p>\n\n<i>This publication was developed by a research team under the leadership of Mikhail Doroshevich, PhD.<\/i>"},"excerpt":{"rendered":"","protected":false,"raw":""},"author":1,"featured_media":3264,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_ru_post_content":"\u041c\u0435\u043d\u0435\u0435 1% \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u043e\u0432, \u043d\u043e \u043f\u043e\u0447\u0442\u0438 12% \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432: \u043c\u0430\u0441\u0448\u0442\u0430\u0431 \u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432 \u0432 \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u043c YouTube. 39% \u0432\u0438\u0434\u0435\u043e \u0430\u0442\u0430\u043a\u043e\u0432\u0430\u043d\u044b \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u043c\u0438.\n\n<hr \/>\n\n\u0412 \u0440\u0430\u043c\u043a\u0430\u0445 \u0434\u0430\u043d\u043d\u043e\u0433\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0431\u044b\u043b \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d \u043a\u043e\u043c\u043f\u043b\u0435\u043a\u0441\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u043a \u0432\u0438\u0434\u0435\u043e\u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0443 \u0434\u043b\u044f \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432. \u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u043a\u043b\u044e\u0447\u0430\u043b\u043e \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0443 \u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u043c\u0435\u0442\u043e\u0434\u043e\u043b\u043e\u0433\u0438\u0438 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0431\u043e\u0442\u043e\u0432, \u0430\u043d\u0430\u043b\u0438\u0437 \u0438\u0445 \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0447\u0435\u0441\u043a\u0438\u0445 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a, \u0441\u0435\u0442\u0435\u0432\u044b\u0445 \u0432\u0437\u0430\u0438\u043c\u043e\u0441\u0432\u044f\u0437\u0435\u0439, \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u044f \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u0438 \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u043e\u0432 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438.\n\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0431\u044b\u043b\u043e \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043e \u043d\u0430 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u043e\u0432, \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0439 \u0438 \u0446\u0435\u043b\u0435\u0439 \u0431\u043e\u0442\u043d\u0435\u0442-\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0432 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0435 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u0438\u0434\u0435\u043e\u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430.\n<h3>\u041c\u0435\u0442\u043e\u0434\u043e\u043b\u043e\u0433\u0438\u044f \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432<\/h3>\n<strong>\u0422\u0435\u043e\u0440\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043e\u0441\u043d\u043e\u0432\u0430<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">\u041e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432 \u0432 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043e \u043d\u0430 \u043a\u043e\u043c\u0431\u0438\u043d\u0430\u0446\u0438\u0438 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u0430\u043d\u0430\u043b\u0438\u0437\u0430:<\/p>\n\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>\u0412\u0437\u0432\u0435\u0448\u0435\u043d\u043d\u0430\u044f \u043e\u0446\u0435\u043d\u043a\u0430 \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u043e\u0432 (Feature-based scoring)<\/strong> - \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u0439 \u043c\u0435\u0442\u043e\u0434, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0438\u0439 \u043d\u0430\u0431\u043e\u0440 \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u043e\u0432 \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u0441 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u043c\u0438 \u0432\u0435\u0441\u0430\u043c\u0438<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u041e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u0430\u043d\u043e\u043c\u0430\u043b\u0438\u0439 (Anomaly detection)<\/strong> - \u0434\u043b\u044f \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u043e\u0442\u043a\u043b\u043e\u043d\u0435\u043d\u0438\u0439 \u043e\u0442 \u043d\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u041a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u044f (Clustering)<\/strong> - \u0434\u043b\u044f \u0433\u0440\u0443\u043f\u043f\u0438\u0440\u043e\u0432\u043a\u0438 \u0431\u043e\u0442\u043e\u0432 \u043f\u043e \u0441\u0445\u043e\u0436\u0438\u043c \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0447\u0435\u0441\u043a\u0438\u043c \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u0430\u043c<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0421\u0435\u0442\u0435\u0432\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 (Network analysis)<\/strong> - \u0434\u043b\u044f \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u0441\u0432\u044f\u0437\u0435\u0439 \u043c\u0435\u0436\u0434\u0443 \u0431\u043e\u0442\u0430\u043c\u0438 \u0447\u0435\u0440\u0435\u0437 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0438\u0440\u0443\u0435\u043c\u044b\u0435 \u0432\u0438\u0434\u0435\u043e<\/li>\n<\/ol>\n<a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/youtube_comments_botnet_methodology.pdf\"><strong>\u041c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u0431\u043e\u0442\u043e\u0432<\/strong><\/a>\n\n<strong>\u041e\u0431\u044a\u0435\u043c \u0438 \u0441\u043e\u0441\u0442\u0430\u0432 \u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">\u0412 \u0440\u0430\u043c\u043a\u0430\u0445 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0431\u044b\u043b \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d \u0430\u043d\u0430\u043b\u0438\u0437 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u043a \u0432\u0438\u0434\u0435\u043e\u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0443, \u0441\u043e\u0431\u0440\u0430\u043d\u043d\u044b\u0445 \u0432 \u043c\u0430\u0440\u0442\u0435 2025 \u0433\u043e\u0434\u0430. \u0418\u0441\u0445\u043e\u0434\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0438\u043c\u0435\u043b\u0438 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>2148<\/strong> \u0432\u0438\u0434\u0435\u043e<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>111<\/strong> \u043a\u0430\u043d\u0430\u043b\u043e\u0432<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>94532<\/strong> \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f<\/li>\n<\/ul>\n<strong>\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0431\u043e\u0442\u043e\u0432<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">\u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u043d\u043e\u0439 \u043c\u0435\u0442\u043e\u0434\u043e\u043b\u043e\u0433\u0438\u0438 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u043b\u043e \u0432\u044b\u044f\u0432\u0438\u0442\u044c <strong>599 \u0431\u043e\u0442\u043e\u0432<\/strong>, \u043d\u0430 \u0434\u043e\u043b\u044e \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043f\u0440\u0438\u0448\u043b\u043e\u0441\u044c \u043f\u043e\u0447\u0442\u0438 <strong>11000 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432<\/strong>, \u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0445 \u043a <strong>833 \u0432\u0438\u0434\u0435\u043e<\/strong>. \u0422\u0430\u043a\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c, \u043d\u0435\u0441\u043c\u043e\u0442\u0440\u044f \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u0431\u043e\u0442\u044b \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u043b\u0438 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0443\u044e \u0434\u043e\u043b\u044e \u043e\u0442 \u043e\u0431\u0449\u0435\u0433\u043e \u0447\u0438\u0441\u043b\u0430 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u043e\u0432 (\u043c\u0435\u043d\u0435\u0435 1%), \u043e\u043d\u0438 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u043e\u043a\u043e\u043b\u043e 11,6% \u0432\u0441\u0435\u0445 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u0438 \u043e\u0445\u0432\u0430\u0442\u044b\u0432\u0430\u043b\u0438 38,8% \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u043c\u044b\u0445 \u0432\u0438\u0434\u0435\u043e.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">\u0412 \u0445\u043e\u0434\u0435 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0431\u044b\u043b\u043e \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u043e, \u0447\u0442\u043e \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u044b, \u043f\u0440\u0438\u043d\u0430\u0434\u043b\u0435\u0436\u0430\u0449\u0438\u0435 \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430\u043c \u043a\u0430\u043d\u0430\u043b\u043e\u0432, \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u044e\u0442 \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0447\u0435\u0441\u043a\u0438\u0435 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u044b, \u0441\u0445\u043e\u0436\u0438\u0435 \u0441 \u0431\u043e\u0442\u0430\u043c\u0438. \u042d\u0442\u0438 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u044b \u0447\u0430\u0441\u0442\u043e \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u044e\u0442 \u043e\u0434\u043d\u043e\u0442\u0438\u043f\u043d\u044b\u0435 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0438, \u0447\u0442\u043e \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442 \u043a \u043b\u043e\u0436\u043d\u043e\u043f\u043e\u043b\u043e\u0436\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u0441\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u043d\u0438\u044f\u043c \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0430 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0431\u043e\u0442\u043e\u0432.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">\u041d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0440\u0443\u0447\u043d\u043e\u0439 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u043c\u044b \u0438\u0441\u043a\u043b\u044e\u0447\u0438\u043b\u0438 \u0438\u0437 \u0447\u0438\u0441\u043b\u0430 \u0431\u043e\u0442\u043e\u0432 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0445 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u043e\u0432:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">@ZERKALOIO<\/li>\n \t<li class=\"whitespace-normal break-words\">@zroblenaupolscy<\/li>\n \t<li class=\"whitespace-normal break-words\">@BalaganOFF<\/li>\n \t<li class=\"whitespace-normal break-words\">@viachaslau_sikora<\/li>\n<\/ul>\n<h3>\u0410\u043d\u0430\u043b\u0438\u0437 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u043d\u044b\u0445 \u0431\u043e\u0442\u043e\u0432<\/h3>\n<strong>\u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0431\u043e\u0442\u043e\u0432 \u043f\u043e bot score<\/strong>\n<img class=\"alignnone size-full wp-image-3268\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score.png\" alt=\"\" width=\"3387\" height=\"1527\" \/>\n\n\u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \"Top 30 Bots by Bot Score\" \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442 30 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u043e\u0432 \u0441 \u043d\u0430\u0438\u0432\u044b\u0441\u0448\u0438\u043c\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c\u0438 bot score (\u043e\u0446\u0435\u043d\u043a\u0438 \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u043e\u0441\u0442\u0438 \u0442\u043e\u0433\u043e, \u0447\u0442\u043e \u0430\u043a\u043a\u0430\u0443\u043d\u0442 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0431\u043e\u0442\u043e\u043c).\n\n<strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f:<\/strong>\n\u0412\u0441\u0435 30 \u0442\u043e\u043f\u043e\u0432\u044b\u0445 \u0431\u043e\u0442\u043e\u0432 \u0438\u043c\u0435\u044e\u0442 \u0432\u044b\u0441\u043e\u043a\u0438\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f bot score, \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u043e\u0442 0.8 \u0434\u043e 1.0\n\u041d\u0430\u0431\u043b\u044e\u0434\u0430\u0435\u0442\u0441\u044f \u0433\u0440\u0430\u0434\u0430\u0446\u0438\u044f \u0446\u0432\u0435\u0442\u043e\u0432\u043e\u0439 \u0438\u043d\u0442\u0435\u043d\u0441\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u043f\u043e\u043b\u043e\u0441, \u043e\u0442\u0440\u0430\u0436\u0430\u044e\u0449\u0430\u044f \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f bot score\n\u0422\u0440\u0438 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u0430 \u0441 \u043d\u0430\u0438\u0432\u044b\u0441\u0448\u0438\u043c\u0438 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044f\u043c\u0438: @JosefOh-i8x, @Blog_Blog2, @\u0412\u044f\u0447\u0435\u0441\u043b\u0430\u0432\u0420\u044f\u0437\u0430\u043d\u043e\u0432-63\u0440\n\u0412 \u0438\u043c\u0435\u043d\u0430\u0445 \u043c\u043d\u043e\u0433\u0438\u0445 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u043e\u0432 \u043f\u0440\u043e\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u043d\u044b\u0435 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u044b, \u0442\u0438\u043f\u0438\u0447\u043d\u044b\u0435 \u0434\u043b\u044f \u0431\u043e\u0442\u043e\u0432:\n<ul>\n \t<li>\u041a\u043e\u043c\u0431\u0438\u043d\u0430\u0446\u0438\u044f \u043a\u0438\u0440\u0438\u043b\u043b\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0438\u043c\u0435\u043d \u0441 \u0446\u0438\u0444\u0440\u043e-\u0431\u0443\u043a\u0432\u0435\u043d\u043d\u044b\u043c\u0438 \u0441\u0443\u0444\u0444\u0438\u043a\u0441\u0430\u043c\u0438<\/li>\n \t<li>\u041b\u0430\u0442\u0438\u043d\u0441\u043a\u0438\u0435 \u0438\u043c\u0435\u043d\u0430 \u0441 \u0446\u0438\u0444\u0440\u043e\u0432\u044b\u043c\u0438 \u0441\u0443\u0444\u0444\u0438\u043a\u0441\u0430\u043c\u0438<\/li>\n \t<li>\u0421\u043e\u0447\u0435\u0442\u0430\u043d\u0438\u0435 \u0438\u043c\u044f-\u0444\u0430\u043c\u0438\u043b\u0438\u044f \u0441 \u0446\u0438\u0444\u0440\u043e\u0432\u044b\u043c\u0438\/\u0431\u0443\u043a\u0432\u0435\u043d\u043d\u044b\u043c\u0438 \u043a\u043e\u0434\u0430\u043c\u0438<\/li>\n<\/ul>\n\u041d\u0430\u0431\u043b\u044e\u0434\u0430\u0435\u043c\u044b\u0435 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u044b \u0432 \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u044f\u0445 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u043e\u0432 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u044e\u0442 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u043c\u0435\u0442\u043e\u0434\u043e\u043b\u043e\u0433\u0438\u0438, \u0442\u0430\u043a \u043a\u0430\u043a \u0442\u0430\u043a\u0438\u0435 \u0448\u0430\u0431\u043b\u043e\u043d\u043d\u044b\u0435 \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u044f \u0447\u0430\u0441\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u043f\u0440\u0438 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0443\u0447\u0435\u0442\u043d\u044b\u0445 \u0437\u0430\u043f\u0438\u0441\u0435\u0439.\n\n<strong>\u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0431\u043e\u0442\u043e\u0432 \u043f\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0443 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432<\/strong>\n\n<img class=\"alignnone size-full wp-image-3271\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments.png\" alt=\"\" width=\"3384\" height=\"1578\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \"Top 30 Bots by Comment Count\" \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442 30 \u0431\u043e\u0442\u043e\u0432 \u0441 \u043d\u0430\u0438\u0431\u043e\u043b\u044c\u0448\u0438\u043c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c \u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0445 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0417\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0440\u0430\u0437\u0431\u0440\u043e\u0441 \u0432 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0435 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u2014 \u043e\u0442 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e 75 \u0443 \u043d\u0430\u0438\u043c\u0435\u043d\u0435\u0435 \u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0445 \u0431\u043e\u0442\u043e\u0432 \u0438\u0437 \u0442\u043e\u043f-30 \u0434\u043e \u0431\u043e\u043b\u0435\u0435 550 \u0443 \u0441\u0430\u043c\u044b\u0445 \u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0445<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0414\u0432\u0430 \u0431\u043e\u0442\u0430 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043e\u043f\u0435\u0440\u0435\u0436\u0430\u044e\u0442 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u043e \u0447\u0438\u0441\u043b\u0443 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432: @\u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440-\u04347n1\u0447 (~550) \u0438 @Dushman-z4f (~530)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0431\u043b\u044e\u0434\u0430\u0435\u0442\u0441\u044f \u0440\u0435\u0437\u043a\u043e\u0435 \u0441\u043d\u0438\u0436\u0435\u043d\u0438\u0435 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u043f\u043e\u0441\u043b\u0435 \u0442\u0440\u0435\u0442\u044c\u0435\u0433\u043e \u0431\u043e\u0442\u0430 (@irishaphill7794)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041c\u043e\u0436\u043d\u043e \u0432\u044b\u0434\u0435\u043b\u0438\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0443\u0440\u043e\u0432\u043d\u0435\u0439 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0441\u0440\u0435\u0434\u0438 \u0431\u043e\u0442\u043e\u0432: \u0441\u0432\u0435\u0440\u0445\u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0435 (&gt;500), \u0432\u044b\u0441\u043e\u043a\u043e\u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0435 (300-500), \u0441\u0440\u0435\u0434\u043d\u0435\u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0435 (200-300), \u043c\u0430\u043b\u043e\u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0435 (100-200)<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0421\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0441 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435\u043c \u043f\u043e bot score<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0421\u043f\u0438\u0441\u043a\u0438 \"Top 30 Bots by Bot Score\" \u0438 \"Top 30 Bots by Comment Count\" \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0442 \u0440\u0430\u0437\u043d\u044b\u0435 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u044b<\/li>\n \t<li class=\"whitespace-normal break-words\">\u042d\u0442\u043e \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u043f\u043e\u0434\u043e\u0437\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u043f\u043e \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0447\u0435\u0441\u043a\u0438\u043c \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u0430\u043c \u0431\u043e\u0442\u044b \u043d\u0435 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0430\u043a\u0442\u0438\u0432\u043d\u044b\u043c\u0438<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u043f\u0435\u0440\u0435\u0441\u0435\u0447\u0435\u043d\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 \u0442\u043e\u043f-\u0431\u043e\u0442\u0430\u043c\u0438 \u043f\u043e score \u0438 \u043f\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0443 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430 \u0440\u0430\u0437\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u0438\u0435 \u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432 \u0438 \u0438\u0445 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0439<\/li>\n<\/ul>\n<strong>\u041a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u044f \u0431\u043e\u0442\u043e\u0432<\/strong>\n\n<img class=\"alignnone size-full wp-image-3273\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster.png\" alt=\"\" width=\"3372\" height=\"1599\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_clusters_scatter.html\">\"Bot Clusters by Comment Count and Bot Score\"<\/a> \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0431\u043e\u0442\u043e\u0432 \u043f\u043e \u0434\u0432\u0443\u043c \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u043c \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430\u043c (\u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u0438 bot score) \u0441 \u0433\u0440\u0443\u043f\u043f\u0438\u0440\u043e\u0432\u043a\u043e\u0439 \u043f\u043e \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0430\u043c.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u043d\u044b\u0445 \u0431\u043e\u0442\u043e\u0432 \u0441\u043a\u043e\u043d\u0446\u0435\u043d\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043e \u0432 \u043b\u0435\u0432\u043e\u0439 \u0447\u0430\u0441\u0442\u0438 \u0433\u0440\u0430\u0444\u0438\u043a\u0430 (\u043c\u0435\u043d\u0435\u0435 100 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432)<\/li>\n \t<li class=\"whitespace-normal break-words\">Bot score \u0432\u0430\u0440\u044c\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u043e\u0442 0.4 \u0434\u043e 1.0, \u0441 \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u043a\u043e\u043d\u0446\u0435\u043d\u0442\u0440\u0430\u0446\u0438\u0435\u0439 \u0432 \u0434\u0438\u0430\u043f\u0430\u0437\u043e\u043d\u0435 0.5-0.7<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0431\u043b\u044e\u0434\u0430\u0435\u0442\u0441\u044f \u043e\u0442\u0440\u0438\u0446\u0430\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u043a\u043e\u0440\u0440\u0435\u043b\u044f\u0446\u0438\u044f \u043c\u0435\u0436\u0434\u0443 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u0438 bot score<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u0434\u0435\u043b\u044f\u044e\u0442\u0441\u044f \u0440\u0430\u0437\u043d\u044b\u0435 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u044b \u0431\u043e\u0442\u043e\u0432 \u0441 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c\u0438 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0430\u043c\u0438<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0435 \u0431\u043e\u0442\u044b (300-550 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432) \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u043a\u0430\u043a \"\u0448\u0443\u043c\u043e\u0432\u044b\u0435 \u0442\u043e\u0447\u043a\u0438\" \u0438 \u0438\u043c\u0435\u044e\u0442 \u0443\u043c\u0435\u0440\u0435\u043d\u043d\u044b\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f bot score (0.4-0.6)<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0418\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0446\u0438\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0413\u0440\u0430\u0444\u0438\u043a \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u043e\u0431\u0440\u0430\u0442\u043d\u0443\u044e \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c\u044e \u0438 \"\u043e\u0447\u0435\u0432\u0438\u0434\u043d\u043e\u0441\u0442\u044c\u044e\" \u0431\u043e\u0442\u0430<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u044b \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u0440\u0430\u0437\u043d\u044b\u0435 \u0431\u043e\u0442\u043d\u0435\u0442\u044b \u0441 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c\u0438 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044f\u043c\u0438 \u0438 \u0446\u0435\u043b\u044f\u043c\u0438<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0411\u043e\u0442\u044b \u0441 \u0432\u044b\u0441\u043e\u043a\u0438\u043c\u0438 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044f\u043c\u0438 bot score \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0431\u043e\u043b\u0435\u0435 \u043f\u0440\u0438\u043c\u0438\u0442\u0438\u0432\u043d\u044b\u0435 \u0442\u0430\u043a\u0442\u0438\u043a\u0438, \u0432 \u0442\u043e \u0432\u0440\u0435\u043c\u044f \u043a\u0430\u043a \u0431\u043e\u0442\u044b \u0441 \u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c\u044e, \u043d\u043e \u0431\u043e\u043b\u0435\u0435 \u043d\u0438\u0437\u043a\u0438\u043c\u0438 bot score, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0431\u043e\u043b\u0435\u0435 \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0438\u043c\u0438\u0442\u0430\u0446\u0438\u0438 \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u044f<\/li>\n<\/ul>\n<strong>\u0410\u043d\u0430\u043b\u0438\u0437 \u0441\u0435\u0442\u0435\u0432\u044b\u0445 \u0432\u0437\u0430\u0438\u043c\u043e\u0441\u0432\u044f\u0437\u0435\u0439 \u0431\u043e\u0442\u043e\u0432<\/strong>\n\n<img class=\"alignnone size-full wp-image-3275\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network.png\" alt=\"\" width=\"3285\" height=\"1659\" \/>\n<p class=\"whitespace-pre-wrap break-words\"><a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_network.html\">\u0421\u0435\u0442\u0435\u0432\u043e\u0439 \u0433\u0440\u0430\u0444<\/a> \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442 \u0441\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u043d\u044b\u043c\u0438 \u0431\u043e\u0442\u0430\u043c\u0438, \u0433\u0434\u0435 \u0443\u0437\u043b\u044b \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0445 \u0431\u043e\u0442\u043e\u0432, \u0430 \u0440\u0451\u0431\u0440\u0430 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u0441\u0432\u044f\u0437\u0438 \u0447\u0435\u0440\u0435\u0437 \u043e\u0431\u0449\u0438\u0435 \u0432\u0438\u0434\u0435\u043e, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043e\u043d\u0438 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043b\u0438.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0421\u0435\u0442\u044c \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u0441\u043b\u043e\u0436\u043d\u0443\u044e, \u043d\u0435\u043e\u0434\u043d\u043e\u0440\u043e\u0434\u043d\u0443\u044e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0441 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 \u044f\u0440\u043a\u043e \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u043d\u044b\u043c\u0438 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0430\u043c\u0438<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u043b\u043e\u0442\u043d\u044b\u0439 \u043a\u043b\u0430\u0441\u0442\u0435\u0440 \u0441 \u0431\u043e\u043b\u044c\u0448\u0438\u043c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c \u0432\u0437\u0430\u0438\u043c\u043e\u0441\u0432\u044f\u0437\u0435\u0439<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u0438\u0434\u043d\u044b \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u0435\u0440\u0438\u0444\u0435\u0440\u0438\u0439\u043d\u044b\u0445, \u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0437\u0440\u0435\u0436\u0435\u043d\u043d\u044b\u0445 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u043e\u0432, \u0441\u043e\u0435\u0434\u0438\u043d\u0435\u043d\u043d\u044b\u0445 \u0441 \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u044c\u043d\u044b\u043c<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412 \u0446\u0435\u043d\u0442\u0440\u0435 \u0433\u0440\u0430\u0444\u0430 \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u0443\u0437\u043b\u044b \u0441\u0430\u043c\u043e\u0433\u043e \u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u0440\u0430\u0437\u043c\u0435\u0440\u0430 \u2014 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0431\u043e\u0442\u044b \u0441 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e\u043c \u0441\u0432\u044f\u0437\u0435\u0439<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0411\u043e\u0442\u044b \u0441 \u0432\u044b\u0441\u043e\u043a\u0438\u043c bot score (\u043a\u0440\u0430\u0441\u043d\u044b\u0435 \u0443\u0437\u043b\u044b) \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0440\u0430\u0432\u043d\u043e\u043c\u0435\u0440\u043d\u043e \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u044b \u043f\u043e \u0432\u0441\u0435\u043c\u0443 \u0433\u0440\u0430\u0444\u0443<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0412\u044b\u0432\u043e\u0434\u044b<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0421\u0435\u0442\u0435\u0432\u043e\u0439 \u0433\u0440\u0430\u0444 \u0443\u0431\u0435\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043e\u0432\u0430\u043d\u0438\u0435 \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0433\u0440\u0443\u043f\u043f \u0431\u043e\u0442\u043e\u0432 (\u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u043b\u043e\u0442\u043d\u043e\u0441\u0442\u044c \u0441\u0432\u044f\u0437\u0435\u0439 \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u043c\u043d\u043e\u0433\u0438\u0435 \u0431\u043e\u0442\u044b \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0438\u0440\u0443\u044e\u0442 \u043e\u0434\u043d\u0438 \u0438 \u0442\u0435 \u0436\u0435 \u0432\u0438\u0434\u0435\u043e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0426\u0435\u043d\u0442\u0440\u0430\u043b\u044c\u043d\u044b\u0439 \u043a\u043b\u0430\u0441\u0442\u0435\u0440 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u043a\u0440\u0443\u043f\u043d\u044b\u0439 \u0438 \u0430\u043a\u0442\u0438\u0432\u043d\u044b\u0439 \u0431\u043e\u0442\u043d\u0435\u0442<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0435\u0440\u0438\u0444\u0435\u0440\u0438\u0439\u043d\u044b\u0435 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u044b \u043c\u043e\u0433\u0443\u0442 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0442\u044c \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0435 \u0431\u043e\u0442\u043d\u0435\u0442\u044b \u0441 \u0431\u043e\u043b\u0435\u0435 \u0443\u0437\u043a\u043e\u0439 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0435\u0439<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041c\u0430\u0441\u0448\u0442\u0430\u0431 \u0438 \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0441\u0435\u0442\u0438 \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u043d\u0430 \u0432\u044b\u0441\u043e\u043a\u0438\u0439 \u0443\u0440\u043e\u0432\u0435\u043d\u044c \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0438 \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0446\u0438\u0438<\/li>\n<\/ul>\n<h3>\u0410\u043d\u0430\u043b\u0438\u0437 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u044f \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u0431\u043e\u0442\u043e\u0432<\/h3>\n<img class=\"alignnone size-full wp-image-3277\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams.png\" alt=\"\" width=\"3393\" height=\"1536\" \/>\n<strong>\u0410\u043d\u0430\u043b\u0438\u0437 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u044b\u0445 n-\u0433\u0440\u0430\u043c\u043c<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \"Top 3-grams in Bot Comments\" \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442 \u0447\u0430\u0441\u0442\u043e\u0442\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0442\u0440\u0438\u0433\u0440\u0430\u043c\u043c (\u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0435\u0439 \u0438\u0437 \u0442\u0440\u0435\u0445 \u0441\u043b\u043e\u0432) \u0432 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 \u0431\u043e\u0442\u043e\u0432.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0414\u0432\u0435 \u0442\u0440\u0438\u0433\u0440\u0430\u043c\u043c\u044b \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u0440\u0435\u0432\u043e\u0441\u0445\u043e\u0434\u044f\u0442 \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435 \u043f\u043e \u0447\u0430\u0441\u0442\u043e\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f: \"\u0436\u044b\u0432\u0435 \u0431\u0435\u043b\u0430\u0440\u0443\u0441\u044c \u0441\u043b\u0430\u0432\u0430\" \u0438 \"\u0431\u0435\u043b\u0430\u0440\u0443\u0441\u044c \u0441\u043b\u0430\u0432\u0430 \u0443\u043a\u0440\u0430i\u043d\u0435\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u0434\u0435\u043b\u044f\u044e\u0442\u0441\u044f \u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u044b \u0442\u0440\u0438\u0433\u0440\u0430\u043c\u043c:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043b\u043e\u0437\u0443\u043d\u0433\u0438: \"\u0436\u044b\u0432\u0435 \u0431\u0435\u043b\u0430\u0440\u0443\u0441\u044c \u0441\u043b\u0430\u0432\u0430\", \"\u0431\u0435\u043b\u0430\u0440\u0443\u0441\u044c \u0441\u043b\u0430\u0432\u0430 \u0443\u043a\u0440\u0430i\u043d\u0435\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041a\u0440\u0438\u043f\u0442\u043e\u0432\u0430\u043b\u044e\u0442\u043d\u044b\u0435 \u0441\u043f\u0430\u043c-\u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u044f<\/li>\n \t<li>\u041c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433\u043e\u0432\u044b\u0435 \"\u0448\u043e\u0443 \u043e\u0431\u044b\u0447\u043d\u043e\u0435 \u0443\u0442\u0440\u043e\", \"\u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0443 \u0448\u043e\u0443 \u043e\u0431\u044b\u0447\u043d\u043e\u0435\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0423\u043f\u043e\u043c\u0438\u043d\u0430\u043d\u0438\u044f \u044d\u0442\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0433\u0440\u0443\u043f\u043f: \"\u0443\u0433\u043e\u0440\u0446\u044b \u0444i\u043d\u044b \u0430\u043b\u0431\u0430\u043d\u0446\u044b\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0421\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0435 \u0441 \u0444\u0440\u0430\u0437\u043e\u0439 \"\u043f\u0430\u0443\u043b\u044f\/\u043f\u0430\u045e\u043b\u044f\": \"\u043f\u0430\u0443\u043b\u044f \u0441\u0435\u0432\u044f\u0440\u043d\u044f\u0449\u0430 \u0432\u0435\u0440\u044b\u043c\"<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0423\u0434\u0438\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u044c\u044e \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u0434\u0435\u043c\u043e\u043a\u0440\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0438 \u043e\u043f\u043f\u043e\u0437\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0431\u0435\u043b\u043e\u0440\u0443\u0441\u0441\u043a\u0438\u0445 \u0441\u043b\u043e\u0433\u0430\u043d\u043e\u0432, \u0447\u0442\u043e \u043d\u0435 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u043e\u0431\u044b\u0447\u043d\u043e\u0439 \u0440\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u043e\u0439 \u043f\u0440\u043e\u043f\u0430\u0433\u0430\u043d\u0434\u0435<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0418\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0446\u0438\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u0434\u0435\u043c\u043e\u043a\u0440\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0438 \u043f\u0440\u043e\u0443\u043a\u0440\u0430\u0438\u043d\u0441\u043a\u0438\u0445 \u043b\u043e\u0437\u0443\u043d\u0433\u043e\u0432 \u043c\u043e\u0436\u0435\u0442 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0442\u044c\u0441\u044f:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0421\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0435\u0439 \u043c\u0430\u0441\u043a\u0438\u0440\u043e\u0432\u043a\u0438 \u0431\u043e\u0442\u043e\u0432<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0426\u0435\u043b\u044c\u044e \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0443\u0441\u0438\u043b\u0435\u043d\u0438\u044f \u043f\u043e\u043b\u044f\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u0438\u0441\u043a\u0443\u0441\u0441\u0438\u0438<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0414\u0438\u0441\u043a\u0440\u0435\u0434\u0438\u0442\u0430\u0446\u0438\u0435\u0439 \u043e\u043f\u043f\u043e\u0437\u0438\u0446\u0438\u0438 \u0447\u0435\u0440\u0435\u0437 \u043d\u0435\u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449\u0435\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043b\u043e\u0437\u0443\u043d\u0433\u043e\u0432<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u043b\u0438\u0447\u0438\u0435\u043c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u043e\u0432 \u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432 \u0441 \u043f\u0440\u043e\u0442\u0438\u0432\u043e\u043f\u043e\u043b\u043e\u0436\u043d\u044b\u043c\u0438 \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u0446\u0435\u043b\u044f\u043c\u0438<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<strong>\u041e\u0431\u043b\u0430\u043a\u043e \u0441\u043b\u043e\u0432<\/strong>\n\n<img class=\"alignnone size-full wp-image-3278\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds.png\" alt=\"\" width=\"2841\" height=\"1461\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u041e\u0431\u043b\u0430\u043a\u043e \u0441\u043b\u043e\u0432 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442 \u0447\u0430\u0441\u0442\u043e\u0442\u0443 \u0443\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0445 \u0441\u043b\u043e\u0432 \u0432 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 \u0431\u043e\u0442\u043e\u0432.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041a\u0440\u0443\u043f\u043d\u0435\u0439\u0448\u0438\u0435 \u0441\u043b\u043e\u0432\u0430: \"\u0431\u0435\u043b\u0430\u0440\u0443\u0441\u0438\", \"\u0436\u044b\u0432\u0435\", \"\u0431\u0435\u043b\u0430\u0440\u0443\u0441\u044c\", \"\u043b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e\", \"\u0434\u0437\u044f\u043a\u0443\u0439\", \"\u0432\u044f\u043bi\u043ai\", \"\u0440\u043e\u0441\u0441\u0438\u044f\/\u0440\u043e\u0441\u0441\u0438\u0438\", \"\u0443\u043a\u0440\u0430i\u043d\u0435\/\u0443\u043a\u0440\u0430\u0438\u043d\u0435\", \"\u0441\u043b\u0430\u0432\u0430\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0431\u043b\u044e\u0434\u0430\u0435\u0442\u0441\u044f \u043f\u043e\u043b\u044f\u0440\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043d\u0430\u0440\u0440\u0430\u0442\u0438\u0432\u043e\u0432: \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u044e\u0442 \u043f\u0440\u043e\u0434\u0435\u043c\u043e\u043a\u0440\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0431\u0435\u043b\u043e\u0440\u0443\u0441\u0441\u043a\u0438\u0435 \u0438 \u0443\u043a\u0440\u0430\u0438\u043d\u0441\u043a\u0438\u0435 \u043b\u043e\u0437\u0443\u043d\u0433\u0438, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0442\u0435\u0440\u043c\u0438\u043d\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u043f\u0440\u043e\u0440\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u043e\u0439 \u0440\u0438\u0442\u043e\u0440\u0438\u043a\u0435<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0417\u0430\u043c\u0435\u0442\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u044f\u0437\u044b\u043a\u043e\u0432: \u0440\u0443\u0441\u0441\u043a\u043e\u0433\u043e, \u0431\u0435\u043b\u043e\u0440\u0443\u0441\u0441\u043a\u043e\u0433\u043e, \u0443\u043a\u0440\u0430\u0438\u043d\u0441\u043a\u043e\u0433\u043e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u044e\u0442 \u043e\u0442\u0441\u044b\u043b\u043a\u0438 \u043a \u0438\u0441\u0442\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0438\u0434\u0435\u043d\u0442\u0438\u0447\u043d\u043e\u0441\u0442\u0438 (\u0412\u041a\u041b, \u043bi\u0442\u0432i\u043d\u044b)<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0412\u044b\u0432\u043e\u0434\u044b<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041e\u0431\u043b\u0430\u043a\u043e \u0441\u043b\u043e\u0432 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u043a\u0440\u0430\u0439\u043d\u044e\u044e \u043d\u0435\u043e\u0434\u043d\u043e\u0440\u043e\u0434\u043d\u043e\u0441\u0442\u044c \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430, \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0435\u043c\u043e\u0433\u043e \u0431\u043e\u0442\u0430\u043c\u0438<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u043d\u044b\u0435 \u0431\u043e\u0442\u044b, \u0441\u043a\u043e\u0440\u0435\u0435 \u0432\u0441\u0435\u0433\u043e, \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u0440\u0430\u0437\u043d\u044b\u043c\u0438 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u0430\u043c\u0438 \u0441 \u0440\u0430\u0437\u043d\u043e\u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u043c\u0438 \u0446\u0435\u043b\u044f\u043c\u0438<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430 \u043d\u0435 \u0434\u043e\u043b\u0436\u043d\u0430 \u0431\u044b\u0442\u044c \u0444\u0430\u043a\u0442\u043e\u0440\u043e\u043c \u043f\u0440\u0438 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u043e\u0432 \u043a\u0430\u043a \u0431\u043e\u0442\u043e\u0432<\/li>\n<\/ul>\n<strong>\u0410\u043d\u0430\u043b\u0438\u0437 \u0434\u0443\u0431\u043b\u0438\u0440\u0443\u044e\u0449\u0438\u0445\u0441\u044f \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432<\/strong>\n\n<img class=\"alignnone size-full wp-image-3279\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates.png\" alt=\"\" width=\"3372\" height=\"1617\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \"Top Duplicate Comments\" \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u043e \u043f\u043e\u0432\u0442\u043e\u0440\u044f\u044e\u0449\u0438\u0435\u0441\u044f \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0438, \u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0435 \u0431\u043e\u0442\u0430\u043c\u0438.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0435 \u0434\u0443\u0431\u043b\u0438\u043a\u0430\u0442\u044b: \"\u0414\u0437\u044f\u043a\u0443\u0439 \u0437\u0430 \u043f\u0440\u0430\u0446\u0443\" (~49), \"\u0416\u042b\u0412\u0415 \u0411\u0415\u041b\u0410\u0420\u0423\u0421\u042c\" (~43), \"\u041a\u0430\u043c\u0435\u043d\u0442\u0430\u0440 \u0434\u043b\u044f \u043f\u0440\u0430\u0441\u043e\u045e\u0432\u0430\u043d\u043d\u044f \u0440\u043e\u043bi\u043a\u0430 \u043f\u0430 \u042e\u0442\u0443\u0431\u0435 \u043f\u0430\u0432i\u043d\u0435\u043d \u0437...\" (~40)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u0434\u0435\u043b\u044f\u044e\u0442\u0441\u044f \u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u0438 \u043f\u043e\u0432\u0442\u043e\u0440\u044f\u044e\u0449\u0438\u0445\u0441\u044f \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0438 \u043f\u0430\u0442\u0440\u0438\u043e\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043b\u043e\u0437\u0443\u043d\u0433\u0438: \"\u0416\u042b\u0412\u0415 \u0411\u0415\u041b\u0410\u0420\u0423\u0421\u042c\", \"Slava Ukraini \u017divie Belarus\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433\u043e\u0432\u044b\u0435 \u0438 \u043f\u0440\u043e\u0434\u0432\u0438\u0436\u0435\u043d\u0447\u0435\u0441\u043a\u0438\u0435: \"\u041a\u0430\u043c\u0435\u043d\u0442\u0430\u0440 \u0434\u043b\u044f \u043f\u0440\u0430\u0441\u043e\u045e\u0432\u0430\u043d\u043d\u044f \u0440\u043e\u043bi\u043a\u0430 \u043f\u0430 \u042e\u0442\u0443\u0431\u0435 \u043f\u0430\u0432i\u043d\u0435\u043d \u0437...\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u043d\u043e\u0441\u0442\u0438 \u0438 \u043f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u044f: \"\u0414\u0437\u044f\u043a\u0443\u0439 \u0437\u0430 \u043f\u0440\u0430\u0446\u0443\", \"\u0421\u043f\u0430\u0441\u0438\u0431\u043e \u0410\u0440\u0442\u0451\u043c\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u0435\u043b\u0438\u0433\u0438\u043e\u0437\u043d\u044b\u0435 \u0438 \u043c\u043e\u0440\u0430\u043b\u044c\u043d\u043e-\u044d\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0432\u044b\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u043d\u0438\u044f: \"\u0414\u0430\u0439 \u0435\u043c\u0443 \u0411\u043e\u0433 \u0442\u043e\u0433\u043e \u0447\u0435\u0433\u043e \u043e\u043d \u0437\u0430\u0441\u043b\u0443\u0436\u0438\u043b\"<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0431\u043b\u044e\u0434\u0430\u0435\u0442\u0441\u044f \u044f\u0437\u044b\u043a\u043e\u0432\u043e\u0435 \u0440\u0430\u0437\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u0438\u0435: \u0431\u0435\u043b\u043e\u0440\u0443\u0441\u0441\u043a\u0438\u0439, \u0440\u0443\u0441\u0441\u043a\u0438\u0439, \u0443\u043a\u0440\u0430\u0438\u043d\u0441\u043a\u0438\u0439, \u0441\u043c\u0435\u0448\u0430\u043d\u043d\u044b\u0439<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0412\u044b\u0432\u043e\u0434\u044b<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u0441\u043e\u043a\u0430\u044f \u0447\u0430\u0441\u0442\u043e\u0442\u0430 \u0438\u0434\u0435\u043d\u0442\u0438\u0447\u043d\u044b\u0445 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u043e\u0434\u043d\u043e\u0437\u043d\u0430\u0447\u043d\u043e \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u0435\u0442 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0414\u0443\u0431\u043b\u0438\u0440\u0443\u044e\u0449\u0438\u0435\u0441\u044f \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0438 \u043e\u0431\u0441\u043b\u0443\u0436\u0438\u0432\u0430\u044e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0446\u0435\u043b\u0438: \u043e\u0442 \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0434\u043e \u043f\u0440\u043e\u0434\u0432\u0438\u0436\u0435\u043d\u0438\u044f \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0438 \u043f\u0440\u044f\u043c\u043e \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u043d\u0430 \u0441\u0432\u043e\u044e \u043c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433\u043e\u0432\u0443\u044e \u043f\u0440\u0438\u0440\u043e\u0434\u0443 (\"\u0434\u043b\u044f \u043f\u0440\u0430\u0441\u043e\u045e\u0432\u0430\u043d\u043d\u044f \u0440\u043e\u043bi\u043a\u0430 \u043f\u0430 \u042e\u0442\u0443\u0431\u0435\")<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u044f\u0437\u044b\u043a\u043e\u0432 \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430 \u0441\u0442\u0440\u0435\u043c\u043b\u0435\u043d\u0438\u0435 \u043e\u0445\u0432\u0430\u0442\u0438\u0442\u044c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0430\u0443\u0434\u0438\u0442\u043e\u0440\u0438\u0438<\/li>\n<\/ul>\n<h3>\u0412\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0431\u043e\u0442\u043e\u0432<\/h3>\n<strong>\u0414\u0438\u043d\u0430\u043c\u0438\u043a\u0430 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u043f\u043e \u0434\u043d\u044f\u043c<\/strong>\n\n<img class=\"alignnone size-full wp-image-3281\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline.png\" alt=\"\" width=\"3333\" height=\"1584\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \"Bot Activity Over Time\" \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442 \u0434\u0438\u043d\u0430\u043c\u0438\u043a\u0443 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0431\u043e\u0442\u043e\u0432 \u043d\u0430 \u043f\u0440\u043e\u0442\u044f\u0436\u0435\u043d\u0438\u0438 \u043c\u0430\u0440\u0442\u0430 2025 \u0433\u043e\u0434\u0430.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0447\u0430\u043b\u043e \u043f\u0435\u0440\u0438\u043e\u0434\u0430 (1 \u043c\u0430\u0440\u0442\u0430): \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043d\u0443\u043b\u0435\u0432\u0430\u044f \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0411\u044b\u0441\u0442\u0440\u044b\u0439 \u0440\u043e\u0441\u0442 \u0432 \u043f\u0435\u0440\u0432\u044b\u0435 \u0434\u043d\u0438 \u043c\u0430\u0440\u0442\u0430 \u0434\u043e \u0443\u0440\u043e\u0432\u043d\u044f ~250-300 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u0432 \u0434\u0435\u043d\u044c<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u0441\u0442\u0430\u0431\u0438\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0432 \u0441\u0435\u0440\u0435\u0434\u0438\u043d\u0435 \u043c\u0435\u0441\u044f\u0446\u0430 (300-400 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u0435\u0436\u0435\u0434\u043d\u0435\u0432\u043d\u043e)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u0435\u0437\u043a\u0438\u0439 \u043f\u0438\u043a \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 26-27 \u043c\u0430\u0440\u0442\u0430 (~840 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u0432 \u0434\u0435\u043d\u044c)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u043e\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0435 \u0441\u043d\u0438\u0436\u0435\u043d\u0438\u0435 \u043a \u043a\u043e\u043d\u0446\u0443 \u043c\u0435\u0441\u044f\u0446\u0430<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0421\u0432\u044f\u0437\u044c \u0441 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0435\u0439 \u0432\u0438\u0434\u0435\u043e \u043e \u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u042d\u043a\u0441\u0442\u0440\u0435\u043c\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0438\u043a \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u043f\u0440\u0438\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u0442\u043e\u0447\u043d\u043e \u043d\u0430 26 \u043c\u0430\u0440\u0442\u0430 2025 \u2014 \u0434\u0435\u043d\u044c \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0438 \u0432\u0438\u0434\u0435\u043e \"\u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e \u0443\u043c\u0438\u0440\u0430\u0435\u0442 \u043d\u0430 \u0433\u043b\u0430\u0437\u0430\u0445 \u0438 \u0434\u0430\u0436\u0435 \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0441\u0430\u043c \u043e\u0434\u0435\u0442\u044c\u0441\u044f\" \u043a\u0430\u043d\u0430\u043b\u043e\u043c \u0411\u0415\u041b\u0421\u0410\u0422 Now<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u044f \u044d\u0442\u043e\u0433\u043e \u0432\u0438\u0434\u0435\u043e \u0432\u044b\u0437\u0432\u0430\u043b\u0430 \u0431\u0435\u0441\u043f\u0440\u0435\u0446\u0435\u0434\u0435\u043d\u0442\u043d\u0443\u044e \u043c\u043e\u0431\u0438\u043b\u0438\u0437\u0430\u0446\u0438\u044e \u0431\u043e\u0442\u043d\u0435\u0442-\u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u043e\u0432\u044b\u0448\u0435\u043d\u043d\u044b\u0439 \u0443\u0440\u043e\u0432\u0435\u043d\u044c \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u043b\u0441\u044f \u0432 \u0442\u0435\u0447\u0435\u043d\u0438\u0435 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0434\u043d\u0435\u0439 \u043f\u043e\u0441\u043b\u0435 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0438 \u0432\u0438\u0434\u0435\u043e<\/li>\n<\/ul>\n<strong>\u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u043f\u043e \u0447\u0430\u0441\u0430\u043c \u0438 \u0434\u043d\u044f\u043c \u043d\u0435\u0434\u0435\u043b\u0438<\/strong>\n\n<img class=\"alignnone size-full wp-image-3283\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours.png\" alt=\"\" width=\"3348\" height=\"1530\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0422\u0435\u043f\u043b\u043e\u0432\u0430\u044f \u043a\u0430\u0440\u0442\u0430 \"Bot Activity by Hour and Day\" \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0431\u043e\u0442\u043e\u0432 \u043f\u043e \u0447\u0430\u0441\u0430\u043c \u0438 \u0434\u043d\u044f\u043c \u043d\u0435\u0434\u0435\u043b\u0438.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0438\u043d\u0442\u0435\u043d\u0441\u0438\u0432\u043d\u0430\u044f \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u043d\u0430\u0431\u043b\u044e\u0434\u0430\u0435\u0442\u0441\u044f \u0432 \u043f\u0435\u0440\u0438\u043e\u0434 \u0441 6 \u0434\u043e 10 \u0447\u0430\u0441\u043e\u0432 \u0438 \u0441 17 \u0434\u043e 20 \u0447\u0430\u0441\u043e\u0432 \u043f\u043e \u0413\u0440\u0438\u043d\u0432\u0438\u0447\u0443<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0427\u0435\u0442\u043a\u043e \u043f\u0440\u043e\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0431\u0438\u043f\u043e\u043b\u044f\u0440\u043d\u044b\u0439 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0441 \u0434\u0432\u0443\u043c\u044f \u043f\u0438\u043a\u0430\u043c\u0438 (\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u043c \u0438 \u0432\u0435\u0447\u0435\u0440\u043d\u0438\u043c)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u0430\u043d\u043d\u0438\u0435 \u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0435 \u0447\u0430\u0441\u044b (0-4) \u0438 \u043f\u043e\u0437\u0434\u043d\u0438\u0435 \u0432\u0435\u0447\u0435\u0440\u043d\u0438\u0435 (22-23) \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u044e\u0442 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u0443\u044e \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u0430\u0431\u043e\u0447\u0438\u0435 \u0434\u043d\u0438 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u0431\u043e\u043b\u0435\u0435 \u0441\u0442\u0430\u0431\u0438\u043b\u044c\u043d\u044b\u0439 \u043f\u0430\u0442\u0442\u0435\u0440\u043d \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438, \u0447\u0435\u043c \u0432\u044b\u0445\u043e\u0434\u043d\u044b\u0435<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0410\u043d\u0430\u043b\u0438\u0437 \u043f\u0440\u0438\u0432\u044f\u0437\u043a\u0438 \u043a \u0440\u0430\u0431\u043e\u0447\u0435\u043c\u0443 \u0434\u043d\u044e<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0423\u0447\u0438\u0442\u044b\u0432\u0430\u044f, \u0447\u0442\u043e \u0432\u0440\u0435\u043c\u044f \u0443\u043a\u0430\u0437\u0430\u043d\u043e \u043f\u043e \u0413\u0440\u0438\u043d\u0432\u0438\u0447\u0443 (UTC+0), \u043f\u0438\u043a\u0438 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0432 7-8 \u0438 18-19 \u0447\u0430\u0441\u043e\u0432 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0442 9-11 \u0443\u0442\u0440\u0430 \u0438 20-22 \u0432\u0435\u0447\u0435\u0440\u0430 \u0432 \u0412\u043e\u0441\u0442\u043e\u0447\u043d\u043e\u0439 \u0415\u0432\u0440\u043e\u043f\u0435 (UTC+2\/+3)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u042d\u0442\u0438 \u043f\u0438\u043a\u0438 \u0447\u0435\u0442\u043a\u043e \u0441\u043e\u0432\u043f\u0430\u0434\u0430\u044e\u0442 \u0441 \u043d\u0430\u0447\u0430\u043b\u043e\u043c \u0440\u0430\u0431\u043e\u0447\u0435\u0433\u043e \u0434\u043d\u044f \u0438 \u0432\u0435\u0447\u0435\u0440\u043d\u0438\u043c \u0432\u0440\u0435\u043c\u0435\u043d\u0435\u043c \u043f\u043e\u0441\u043b\u0435 \u0440\u0430\u0431\u043e\u0442\u044b<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0430\u0442\u0442\u0435\u0440\u043d\u044b \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0443\u0431\u0435\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u043c\u0438 \u043e\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0432 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0438 \u0441 \u043e\u0431\u044b\u0447\u043d\u044b\u043c \u0440\u0430\u0431\u043e\u0447\u0438\u043c \u0433\u0440\u0430\u0444\u0438\u043a\u043e\u043c \u0432 \u0412\u043e\u0441\u0442\u043e\u0447\u043d\u043e\u0439 \u0415\u0432\u0440\u043e\u043f\u0435<\/li>\n<\/ul>\n<h3>\u0410\u043d\u0430\u043b\u0438\u0437 \u0446\u0435\u043b\u0435\u0432\u044b\u0445 \u0432\u0438\u0434\u0435\u043e<\/h3>\n<img class=\"alignnone size-full wp-image-3285\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted.png\" alt=\"\" width=\"3408\" height=\"1539\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \"Top 20 Videos Targeted by Bots\" \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u0432\u0438\u0434\u0435\u043e, \u043f\u0440\u0438\u0432\u043b\u0435\u043a\u0448\u0438\u0435 \u043d\u0430\u0438\u0431\u043e\u043b\u044c\u0448\u0435\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u043e\u0442 \u0431\u043e\u0442\u043e\u0432.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">17 \u0438\u0437 20 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0430\u0442\u0430\u043a\u0443\u0435\u043c\u044b\u0445 \u0432\u0438\u0434\u0435\u043e (85%) \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0442 \u0444\u0430\u043c\u0438\u043b\u0438\u044e \"\u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e\" \u0432 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0435<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0410\u0431\u0441\u043e\u043b\u044e\u0442\u043d\u044b\u0439 \u043b\u0438\u0434\u0435\u0440 \u043f\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0443 \u0431\u043e\u0442-\u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 (\u0431\u043e\u043b\u0435\u0435 350) - \u0432\u0438\u0434\u0435\u043e \"\u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e \u0443\u043c\u0438\u0440\u0430\u0435\u0442 \u043d\u0430 \u0433\u043b\u0430\u0437\u0430\u0445 \u0438 \u0434\u0430\u0436\u0435 \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0441\u0430\u043c \u043e\u0434\u0435\u0442\u044c\u0441\u044f\" \u043e\u0442 \u0411\u0415\u041b\u0421\u0410\u0422 Now<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u0434\u0435\u043b\u044f\u044e\u0442\u0441\u044f \u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0433\u0440\u0443\u043f\u043f\u044b \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0417\u0434\u043e\u0440\u043e\u0432\u044c\u0435 \u0438 \u0434\u0435\u0435\u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c: \"\u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e \u0443\u043c\u0438\u0440\u0430\u0435\u0442 \u043d\u0430 \u0433\u043b\u0430\u0437\u0430\u0445...\", \"\u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e \u0432 \u042f\u0420\u041e\u0421\u0422\u0418\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0423\u0433\u0440\u043e\u0437\u0430 \u0432\u043b\u0430\u0441\u0442\u0438: \"\u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e \u043e\u0441\u0442\u0430\u043b\u043e\u0441\u044c \u0442\u0440\u0438 \u0434\u043d\u044f\", \"\u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e \u0441\u043b\u043e\u043c\u0430\u043b \u0412\u0421\u0415 \u0432 \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0438\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041a\u043e\u0440\u0440\u0443\u043f\u0446\u0438\u044f: \"\u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e \u043f\u043e\u043b\u0443\u0447\u0438\u043b \u0432\u0437\u044f\u0442\u043a\u0443!\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041c\u0435\u0436\u0434\u0443\u043d\u0430\u0440\u043e\u0434\u043d\u044b\u0435 \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u044f: \"\u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e \u043b\u0435\u0442\u0438\u0442 \u043d\u0430 \u043a\u043e\u0432\u0435\u0440 \u043a \u041f\u0443\u0442\u0438\u043d\u0443\"<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432 \u0438\u043c\u0435\u044e\u0442 \u0441\u0435\u043d\u0441\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0439 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440 \u0441 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430\u043c\u0438 \u043a\u043b\u0438\u043a\u0431\u0435\u0439\u0442\u0430<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u0433\u0438\u043f\u043e\u0442\u0435\u0437\u044b<\/strong>: \u0414\u0430\u043d\u043d\u044b\u0435 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u044e\u0442 \u0433\u0438\u043f\u043e\u0442\u0435\u0437\u0443 \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0444\u0430\u043c\u0438\u043b\u0438\u0438 \u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e \u0432 \u043a\u043b\u0438\u043a\u0431\u0435\u0439\u0442\u043d\u044b\u0445 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0430\u0445 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0443\u0432\u0435\u043b\u0438\u0447\u0438\u0432\u0430\u0435\u0442 \u043e\u0440\u0433\u0430\u043d\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u0432\u043e\u0432\u043b\u0435\u0447\u0435\u043d\u043d\u043e\u0441\u0442\u044c, \u043d\u043e \u0438 \u043f\u0440\u043e\u0432\u043e\u0446\u0438\u0440\u0443\u0435\u0442 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u043d\u044b\u0435 \"\u043d\u0430\u0431\u0435\u0433\u0438 \u0431\u043e\u0442\u043e\u0432\". \u041e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u044f\u0440\u043a\u043e \u044d\u0442\u043e \u043f\u0440\u043e\u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u0441\u0430\u043c\u044b\u0445 \u043f\u0440\u043e\u0432\u043e\u043a\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432.<\/p>\n<img class=\"alignnone size-full wp-image-3286\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets.png\" alt=\"\" width=\"3329\" height=\"1573\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_activity_per_video.html\">\"Bot Activity per Video\"<\/a> \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442 \u0441\u043e\u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0435 \u043c\u0435\u0436\u0434\u0443 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0445 \u0431\u043e\u0442\u043e\u0432, \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0438\u0440\u0443\u044e\u0449\u0438\u0445 \u0432\u0438\u0434\u0435\u043e, \u043e\u0431\u0449\u0438\u043c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u043e\u0442 \u0431\u043e\u0442\u043e\u0432 \u0438 \u0441\u0440\u0435\u0434\u043d\u0438\u043c \u0447\u0438\u0441\u043b\u043e\u043c \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u043d\u0430 \u043e\u0434\u043d\u043e\u0433\u043e \u0431\u043e\u0442\u0430.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0432\u0438\u0434\u0435\u043e \u043f\u0440\u0438\u0432\u043b\u0435\u043a\u0430\u044e\u0442 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0431\u043e\u0442\u043e\u0432 (\u0434\u043e 25 \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0445 \u0431\u043e\u0442\u043e\u0432)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0437\u0430\u043c\u0435\u0442\u043d\u044b\u0439 \u0432\u044b\u0431\u0440\u043e\u0441 - \u0432\u0438\u0434\u0435\u043e \"\u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e \u0443\u043c\u0438\u0440\u0430\u0435\u0442 \u043d\u0430 \u0433\u043b\u0430\u0437\u0430\u0445 \u0438 \u0434\u0430\u0436\u0435 \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u0441\u0430\u043c \u043e\u0434\u0435\u0442\u044c\u0441\u044f\", \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u043f\u0440\u0438\u0432\u043b\u0435\u043a\u043b\u043e 58 \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0445 \u0431\u043e\u0442\u043e\u0432, \u043e\u0441\u0442\u0430\u0432\u0438\u0432\u0448\u0438\u0445 344 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0440\u0430\u0437\u043d\u044b\u0435 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0431\u043e\u0442\u043e\u0432:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041c\u0430\u0441\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f \u0430\u0442\u0430\u043a\u0430 - \u043f\u0440\u0438\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0431\u043e\u0442\u043e\u0432 \u043a \u043e\u0434\u043d\u043e\u043c\u0443 \u0432\u0438\u0434\u0435\u043e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0418\u043d\u0442\u0435\u043d\u0441\u0438\u0432\u043d\u0430\u044f \u0430\u0442\u0430\u043a\u0430 - \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u0447\u0438\u0441\u043b\u0430 \u0431\u043e\u0442\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u043d\u0435\u043f\u0440\u043e\u043f\u043e\u0440\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e \u0431\u043e\u043b\u044c\u0448\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u0430\u044f \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c - \u0443\u043c\u0435\u0440\u0435\u043d\u043d\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u043e\u0442 \u0443\u043c\u0435\u0440\u0435\u043d\u043d\u043e\u0433\u043e \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0431\u043e\u0442\u043e\u0432<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0432\u044b\u0432\u043e\u0434\u044b \u0438 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438<\/h3>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">\u041e\u0431\u0449\u0438\u0435 \u0432\u044b\u0432\u043e\u0434\u044b<\/h3>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>\u041c\u0430\u0441\u0448\u0442\u0430\u0431 \u0438 \u0432\u043b\u0438\u044f\u043d\u0438\u0435 \u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432<\/strong>: \u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u044b\u044f\u0432\u0438\u043b\u043e \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0435 \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432 \u0432 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 \u043a \u0432\u0438\u0434\u0435\u043e\u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0443. \u041d\u0435\u0441\u043c\u043e\u0442\u0440\u044f \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u0431\u043e\u0442\u044b \u0441\u043e\u0441\u0442\u0430\u0432\u0438\u043b\u0438 \u043c\u0435\u043d\u0435\u0435 1% \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u043e\u0432, \u043e\u043d\u0438 \u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043b\u0438 11,6% \u0432\u0441\u0435\u0445 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u0438 \u043e\u0445\u0432\u0430\u0442\u044b\u0432\u0430\u043b\u0438 \u043f\u043e\u0447\u0442\u0438 40% \u0432\u0438\u0434\u0435\u043e.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0420\u0430\u0437\u043d\u043e\u0440\u043e\u0434\u043d\u043e\u0441\u0442\u044c \u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432<\/strong>: \u041e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u044b \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0442\u0438\u043f\u044b \u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432 \u0441 \u0440\u0430\u0437\u043d\u044b\u043c\u0438 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044f\u043c\u0438, \u0446\u0435\u043b\u044f\u043c\u0438 \u0438 \u0443\u0440\u043e\u0432\u043d\u044f\u043c\u0438 \u0441\u043e\u0444\u0438\u0441\u0442\u0438\u043a\u0430\u0446\u0438\u0438. \u041a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u044f \u0432\u044b\u044f\u0432\u0438\u043b\u0430 \u043a\u0430\u043a \u043c\u0438\u043d\u0438\u043c\u0443\u043c 7 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0433\u0440\u0443\u043f\u043f \u0431\u043e\u0442\u043e\u0432 \u0441 \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0430\u043c\u0438.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u041f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0439 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439<\/strong>: \u0412\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u044b \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u0437\u0430 \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u043c\u0438 \u0441\u0442\u043e\u044f\u0442 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0435 \u043f\u043e \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u043e\u043c\u0443 \u0440\u0430\u0431\u043e\u0447\u0435\u043c\u0443 \u0433\u0440\u0430\u0444\u0438\u043a\u0443, \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u043d\u043e\u043c\u0443 \u0434\u043b\u044f \u0412\u043e\u0441\u0442\u043e\u0447\u043d\u043e\u0439 \u0415\u0432\u0440\u043e\u043f\u044b.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0420\u0430\u0437\u043d\u043e\u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u0430\u044f \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c<\/strong>: \u0410\u043d\u0430\u043b\u0438\u0437 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u044f \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u0432\u044b\u044f\u0432\u0438\u043b \u0443\u0434\u0438\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0435 \u0440\u0430\u0437\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u0438\u0435 \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043d\u0430\u0440\u0440\u0430\u0442\u0438\u0432\u043e\u0432 - \u043e\u0442 \u043f\u0440\u043e\u0431\u0435\u043b\u043e\u0440\u0443\u0441\u0441\u043a\u0438\u0445 \u0438 \u043f\u0440\u043e\u0443\u043a\u0440\u0430\u0438\u043d\u0441\u043a\u0438\u0445 \u0434\u043e \u043f\u0440\u043e\u0440\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0445. \u042d\u0442\u043e \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430 \u043d\u0430\u043b\u0438\u0447\u0438\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u043e\u0432 \u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432 \u0441 \u0440\u0430\u0437\u043d\u044b\u043c\u0438 \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u0446\u0435\u043b\u044f\u043c\u0438.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0422\u0430\u0440\u0433\u0435\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430<\/strong>: \u0411\u043e\u0442\u043d\u0435\u0442\u044b \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u044e\u0442 \u044f\u0432\u043d\u043e\u0435 \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0442\u0435\u043d\u0438\u0435 \u0432\u0438\u0434\u0435\u043e \u0441 \u0441\u0435\u043d\u0441\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u043c\u0438 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0430\u043c\u0438, \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0449\u0438\u043c\u0438 \u0438\u043c\u044f \u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e, \u0447\u0442\u043e \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u0435\u0442 \u0433\u0438\u043f\u043e\u0442\u0435\u0437\u0443 \u043e \u0432\u0437\u0430\u0438\u043c\u043e\u0441\u0432\u044f\u0437\u0438 \u043c\u0435\u0436\u0434\u0443 \u043a\u043b\u0438\u043a\u0431\u0435\u0439\u0442\u043d\u044b\u043c\u0438 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0430\u043c\u0438 \u0438 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c\u044e \u0431\u043e\u0442\u043e\u0432.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u041a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0446\u0438\u044f \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439<\/strong>: \u041d\u0430\u0431\u043b\u044e\u0434\u0430\u0435\u0442\u0441\u044f \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0446\u0438\u044f \u043c\u0435\u0436\u0434\u0443 \u0431\u043e\u0442\u0430\u043c\u0438, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u0432 \u0441\u043b\u0443\u0447\u0430\u044f\u0445 \u0440\u0435\u0430\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043d\u0430 \u0432\u0430\u0436\u043d\u044b\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u043f\u043e\u0432\u043e\u0434\u044b, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u044f \u0432\u0438\u0434\u0435\u043e \u043e \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0438 \u0437\u0434\u043e\u0440\u043e\u0432\u044c\u044f \u041b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u042d\u0432\u043e\u043b\u044e\u0446\u0438\u044f \u0442\u0430\u043a\u0442\u0438\u043a<\/strong>: \u041e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0430 \u043e\u0431\u0440\u0430\u0442\u043d\u0430\u044f \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c\u044e \u0431\u043e\u0442\u043e\u0432 \u0438 \u0438\u0445 \"\u043e\u0447\u0435\u0432\u0438\u0434\u043d\u043e\u0441\u0442\u044c\u044e\" (bot score), \u0447\u0442\u043e \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043d\u0430 \u044d\u0432\u043e\u043b\u044e\u0446\u0438\u044e \u0442\u0430\u043a\u0442\u0438\u043a \u0431\u043e\u0442\u043e\u0432 \u0434\u043b\u044f \u0438\u0437\u0431\u0435\u0436\u0430\u043d\u0438\u044f \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f.<\/li>\n<\/ol>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">\u041f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438<\/h3>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>\u0414\u043b\u044f \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c \u0438 \u043c\u043e\u0434\u0435\u0440\u0430\u0442\u043e\u0440\u043e\u0432<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0412\u043d\u0435\u0434\u0440\u0438\u0442\u044c \u043c\u043d\u043e\u0433\u043e\u0443\u0440\u043e\u0432\u043d\u0435\u0432\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0431\u043e\u0442\u043e\u0432, \u0443\u0447\u0438\u0442\u044b\u0432\u0430\u044e\u0449\u0443\u044e \u043a\u0430\u043a \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0447\u0435\u0441\u043a\u0438\u0435 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438, \u0442\u0430\u043a \u0438 \u0441\u0435\u0442\u0435\u0432\u044b\u0435 \u0432\u0437\u0430\u0438\u043c\u043e\u0441\u0432\u044f\u0437\u0438<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041e\u0431\u0440\u0430\u0442\u0438\u0442\u044c \u043e\u0441\u043e\u0431\u043e\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 \u0432\u0438\u0434\u0435\u043e \u0441 \u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u043a\u043e\u043d\u0446\u0435\u043d\u0442\u0440\u0430\u0446\u0438\u0435\u0439 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u043e\u0442 \u043f\u043e\u0434\u043e\u0437\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u043e\u0432<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0423\u0434\u0435\u043b\u044f\u0442\u044c \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u043d\u043e\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u0430\u043c \u0441 \u0442\u0438\u043f\u0438\u0447\u043d\u044b\u043c\u0438 \u0434\u043b\u044f \u0431\u043e\u0442\u043e\u0432 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u0430\u043c\u0438 \u043d\u0430\u0438\u043c\u0435\u043d\u043e\u0432\u0430\u043d\u0438\u044f<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u0442\u044c \u0441\u0438\u043d\u0445\u0440\u043e\u043d\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0443\u044e \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043a\u0430\u043a \u043f\u0440\u0438\u0437\u043d\u0430\u043a \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0414\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u0442\u0435\u043b\u0435\u0439 \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041e\u0441\u043e\u0437\u043d\u0430\u0432\u0430\u0442\u044c, \u0447\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043a\u043b\u0438\u043a\u0431\u0435\u0439\u0442\u043d\u044b\u0445 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432 \u0441 \u0443\u043f\u043e\u043c\u0438\u043d\u0430\u043d\u0438\u0435\u043c \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0444\u0438\u0433\u0443\u0440 \u043f\u0440\u0438\u0432\u043b\u0435\u043a\u0430\u0435\u0442 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u043e\u0440\u0433\u0430\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439, \u043d\u043e \u0438 \u0431\u043e\u0442\u043e\u0432<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0423\u0447\u0438\u0442\u044b\u0432\u0430\u0442\u044c, \u0447\u0442\u043e \u0432\u044b\u0441\u043e\u043a\u0438\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0438 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u043c \u0431\u043e\u0442\u043d\u0435\u0442-\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438, \u0430 \u043d\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0430 \u0430\u0443\u0434\u0438\u0442\u043e\u0440\u0438\u0438<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0431\u043e\u043b\u0435\u0435 \u0441\u0442\u0440\u043e\u0433\u043e\u0439 \u043c\u043e\u0434\u0435\u0440\u0430\u0446\u0438\u0438 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u043f\u043e\u0434 \u0447\u0443\u0432\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u043e\u043c<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0414\u043b\u044f \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c \u043a\u043e\u043c\u043f\u043b\u0435\u043a\u0441\u043d\u044b\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u043a \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044e \u0431\u043e\u0442\u043e\u0432, \u0441\u043e\u0447\u0435\u0442\u0430\u044e\u0449\u0438\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u044f, \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430 \u0438 \u0441\u0435\u0442\u0435\u0432\u044b\u0445 \u0441\u0432\u044f\u0437\u0435\u0439<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0423\u0447\u0438\u0442\u044b\u0432\u0430\u0442\u044c, \u0447\u0442\u043e \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u043d\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u043c \u0438\u043d\u0434\u0438\u043a\u0430\u0442\u043e\u0440\u043e\u043c \u0431\u043e\u0442\u043d\u0435\u0442-\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0434\u043b\u044f \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u0430\u043d\u043e\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u0432\u0441\u043f\u043b\u0435\u0441\u043a\u043e\u0432 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u0441 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u043c\u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u043c\u0438 \u043f\u043e\u0432\u043e\u0434\u0430\u043c\u0438<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0414\u043b\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041a\u0440\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043e\u0446\u0435\u043d\u0438\u0432\u0430\u0442\u044c \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0438 \u043f\u043e\u0434 \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u043e\u043c, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u043f\u043e\u0434 \u0432\u0438\u0434\u0435\u043e \u0441 \u0441\u0435\u043d\u0441\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u043c\u0438 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0430\u043c\u0438<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041e\u0431\u0440\u0430\u0449\u0430\u0442\u044c \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u0438 \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u043e \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438: \u043e\u0434\u043d\u043e\u0442\u0438\u043f\u043d\u044b\u0435 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0438, \u0448\u0430\u0431\u043b\u043e\u043d\u043d\u044b\u0435 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u044f, \u043d\u0435\u0442\u0438\u043f\u0438\u0447\u043d\u044b\u0435 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u044b \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">\u0417\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435<\/h3>\n<p class=\"whitespace-pre-wrap break-words\">\u041f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043d\u043e\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0438 \u043c\u043d\u043e\u0433\u043e\u0433\u0440\u0430\u043d\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u0431\u043e\u0442\u043d\u0435\u0442-\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0432 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 \u043a \u0432\u0438\u0434\u0435\u043e\u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0443. \u0412\u044b\u044f\u0432\u043b\u0435\u043d\u043d\u044b\u0435 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u044b \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u043d\u0430 \u0432\u044b\u0441\u043e\u043a\u0438\u0439 \u0443\u0440\u043e\u0432\u0435\u043d\u044c \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0438 \u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0446\u0438\u0438 \u0431\u043e\u0442\u043d\u0435\u0442\u043e\u0432, \u0438\u0445 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u0431\u044b\u0441\u0442\u0440\u043e \u043c\u043e\u0431\u0438\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u043e\u0442\u0432\u0435\u0442 \u043d\u0430 \u0437\u043d\u0430\u0447\u0438\u043c\u044b\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u043f\u043e\u0432\u043e\u0434\u044b, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043d\u0430 \u0440\u0430\u0437\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u0438\u0435 \u043f\u043e\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0446\u0435\u043b\u0435\u0439 \u0438\u0445 \u043e\u043f\u0435\u0440\u0430\u0442\u043e\u0440\u043e\u0432.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e\u0434\u0447\u0435\u0440\u043a\u0438\u0432\u0430\u044e\u0442 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u044c \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e\u0433\u043e \u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u0441\u0442\u0432\u043e\u0432\u0430\u043d\u0438\u044f \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0431\u043e\u0442\u043e\u0432 \u0438 \u043f\u0440\u043e\u0442\u0438\u0432\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u0438\u043c, \u0443\u0447\u0438\u0442\u044b\u0432\u0430\u044f \u044d\u0432\u043e\u043b\u044e\u0446\u0438\u043e\u043d\u043d\u044b\u0439 \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440 \u0438\u0445 \u0442\u0430\u043a\u0442\u0438\u043a \u0438 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0439. \u0412\u0430\u0436\u043d\u043e \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u0442\u044c \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437 \u0431\u043e\u0442\u043d\u0435\u0442-\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0434\u043b\u044f \u043b\u0443\u0447\u0448\u0435\u0433\u043e \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u0435\u0435 \u0432\u043b\u0438\u044f\u043d\u0438\u044f \u043d\u0430 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0435 \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u043e \u0438 \u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0435 \u043c\u043d\u0435\u043d\u0438\u0435.<\/p>","_ru_post_name":"youtube_botnet_march2025","_ru_post_excerpt":"","_ru_post_title":"\u041a\u0430\u043a \u0431\u043e\u0442\u044b \u0432\u043b\u0438\u044f\u044e\u0442 \u043d\u0430 \u0434\u0438\u0441\u043a\u0443\u0441\u0441\u0438\u0438: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0435\u0432 \u043d\u0430 YouTube \u0432 \u043c\u0430\u0440\u0442\u0435 2025 \u0433\u043e\u0434\u0430","_eng_post_content":"Less than 1% of accounts, but almost 12% of comments: the scale of botnets in political YouTube. 39% of videos attacked by botnets.\n\n<hr \/>\n\nAs part of this research, a comprehensive analysis of comments on video content was conducted to identify coordinated botnet activity. The study included developing and applying a bot detection methodology, analyzing their behavioral characteristics, network connections, comment content, and temporal activity patterns.\nThe research aimed to understand the scale, strategies, and goals of botnet activity in the context of video content commenting.\n<h3>Botnet Detection Methodology<\/h3>\n<strong>Theoretical Foundation<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">Botnet detection in comments is based on a combination of several analysis methods:<\/p>\n\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>Feature-based scoring<\/strong> - the main method using a set of behavioral features with corresponding weights<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Anomaly detection<\/strong> - to identify deviations from normal user behavior<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Clustering<\/strong> - to group bots by similar behavioral patterns<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Network analysis<\/strong> - to identify connections between bots through commented videos<\/li>\n<\/ol>\n<a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/youtube_comments_botnet_methodology.pdf\"><strong>Mathematical model for bot detection<\/strong><\/a>\n\n<strong>Volume and composition of analyzed data<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">As part of the study, an analysis of comments on video content collected in March 2025 was conducted. The source data had the following characteristics:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>2148<\/strong> videos<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>111<\/strong> channels<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>94532<\/strong> comments<\/li>\n<\/ul>\n<strong>Bot detection results<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">Application of the described methodology identified <strong>599 bots<\/strong>, which accounted for almost <strong>11000 comments<\/strong> left on <strong>833 videos<\/strong>. Thus, despite the fact that bots made up a relatively small share of the total number of accounts (less than 1%), they generated about 11.6% of all comments and covered 38.8% of the analyzed videos.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">During the analysis, it was found that some accounts belonging to channel owners demonstrate behavioral patterns similar to bots. These accounts often generate similar comments, which leads to false positives in the bot detection algorithm.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">Based on manual verification, we excluded several active accounts from the bot count:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">@ZERKALOIO<\/li>\n \t<li class=\"whitespace-normal break-words\">@zroblenaupolscy<\/li>\n \t<li class=\"whitespace-normal break-words\">@BalaganOFF<\/li>\n \t<li class=\"whitespace-normal break-words\">@viachaslau_sikora<\/li>\n<\/ul>\n<h3>Analysis of Detected Bot Characteristics<\/h3>\n<strong>Distribution of bots by bot score<\/strong>\n<img class=\"alignnone size-full wp-image-3268\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score.png\" alt=\"\" width=\"3387\" height=\"1527\" \/>\nThe visualization \"Top 30 Bots by Bot Score\" displays 30 accounts with the highest bot score values (rating of the probability that the account is a bot).\nKey observations:\nAll 30 top bots have high bot score values, approximately from 0.8 to 1.0\nA gradation of color intensity in the bars is observed, reflecting bot score values\nThree accounts with the highest scores: @JosefOh-i8x, @Blog_Blog2, @\u0412\u044f\u0447\u0435\u0441\u043b\u0430\u0432\u0420\u044f\u0437\u0430\u043d\u043e\u0432-63\u0440\nIn the names of many accounts, characteristic patterns typical for bots are traced:\n<ul>\n \t<li>Combination of Cyrillic names with alphanumeric suffixes<\/li>\n \t<li>Latin names with numeric suffixes<\/li>\n \t<li>First name-last name combinations with numeric\/alphanumeric codes<\/li>\n<\/ul>\nThe observed patterns in account names confirm the effectiveness of the methodology, as such template names are often used in automatic account generation.\nDistribution of bots by number of comments\n<img class=\"alignnone size-full wp-image-3271\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments.png\" alt=\"\" width=\"3384\" height=\"1578\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization \"Top 30 Bots by Comment Count\" displays 30 bots with the highest number of comments left.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Significant variance in the number of comments - from approximately 75 for the least active bots in the top 30 to more than 550 for the most active<\/li>\n \t<li class=\"whitespace-normal break-words\">Two bots significantly lead others in the number of comments: @\u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440-\u04347n1\u0447 (~550) and @Dushman-z4f (~530)<\/li>\n \t<li class=\"whitespace-normal break-words\">A sharp decrease in activity is observed after the third bot (@irishaphill7794)<\/li>\n \t<li class=\"whitespace-normal break-words\">Several levels of activity among bots can be distinguished: hyper-active (>500), highly active (300-500), moderately active (200-300), low-active (100-200)<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Comparative analysis with bot score distribution<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The lists of \"Top 30 Bots by Bot Score\" and \"Top 30 Bots by Comment Count\" contain different accounts<\/li>\n \t<li class=\"whitespace-normal break-words\">This indicates that the most suspicious bots by behavioral characteristics are not necessarily the most active<\/li>\n \t<li class=\"whitespace-normal break-words\">The lack of overlap between top bots by score and by comment count indicates the diversity of botnets and their strategies<\/li>\n<\/ul>\n<strong>Bot clustering<\/strong>\n<img class=\"alignnone size-full wp-image-3273\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster.png\" alt=\"\" width=\"3372\" height=\"1599\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_clusters_scatter.html\">\"Bot Clusters by Comment Count and Bot Score\"<\/a> demonstrates the distribution of bots by two key parameters (comment count and bot score) with grouping by clusters.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Most of the detected bots are concentrated in the left part of the graph (less than 100 comments)<\/li>\n \t<li class=\"whitespace-normal break-words\">Bot score varies from 0.4 to 1.0, with a large concentration in the range of 0.5-0.7<\/li>\n \t<li class=\"whitespace-normal break-words\">A negative correlation is observed between comment count and bot score<\/li>\n \t<li class=\"whitespace-normal break-words\">Different clusters of bots with various characteristics are distinguished<\/li>\n \t<li class=\"whitespace-normal break-words\">The most active bots (300-550 comments) are classified as \"noise points\" and have moderate bot score values (0.4-0.6)<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Interpretation<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The graph demonstrates an inverse relationship between activity and bot \"obviousness\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Different clusters represent different botnets with various strategies and goals<\/li>\n \t<li class=\"whitespace-normal break-words\">Bots with high bot score indicators use more primitive tactics, while bots with high activity but lower bot scores use more advanced methods of imitating human behavior<\/li>\n<\/ul>\n<strong>Analysis of bot network connections<\/strong>\n<img class=\"alignnone size-full wp-image-3275\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network.png\" alt=\"\" width=\"3285\" height=\"1659\" \/>\n<p class=\"whitespace-pre-wrap break-words\"><a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_network.html\">The network graph<\/a> visualizes connections between detected bots, where nodes represent individual bots and edges show connections through common videos they commented on.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The network demonstrates a complex, heterogeneous structure with several distinct clusters<\/li>\n \t<li class=\"whitespace-normal break-words\">There is a central dense cluster with a large number of interconnections<\/li>\n \t<li class=\"whitespace-normal break-words\">Several peripheral, more sparse clusters connected to the central one are visible<\/li>\n \t<li class=\"whitespace-normal break-words\">The largest nodes are in the center of the graph - key bots with multiple connections<\/li>\n \t<li class=\"whitespace-normal break-words\">Bots with high bot score (red nodes) are relatively evenly distributed throughout the graph<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Conclusions<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The network graph convincingly demonstrates the existence of coordinated groups of bots (botnets)<\/li>\n \t<li class=\"whitespace-normal break-words\">The density of connections indicates that many bots comment on the same videos<\/li>\n \t<li class=\"whitespace-normal break-words\">The central cluster represents the largest and most active botnet<\/li>\n \t<li class=\"whitespace-normal break-words\">Peripheral clusters may represent separate botnets with more narrow specialization<\/li>\n \t<li class=\"whitespace-normal break-words\">The scale and complexity of the network indicate a high level of organization and coordination<\/li>\n<\/ul>\n<h3>Analysis of Bot Comment Content<\/h3>\n<strong>Analysis of the most frequent n-grams<\/strong>\n\n<img class=\"alignnone size-full wp-image-3277\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams.png\" alt=\"\" width=\"3393\" height=\"1536\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization \"Top 3-grams in Bot Comments\" displays frequency analysis of trigrams (sequences of three words) in bot comments.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Two trigrams significantly exceed others in frequency of use: \"zhyve belarus slava\" and \"belarus slava ukraine\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Thematic clusters of trigrams are distinguished:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Political slogans: \"zhyve belarus slava\", \"belarus slava ukraine\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Cryptocurrency spam messages<\/li>\n \t<li>Marketing: \"shou obychnoe utro\", \"podderzhku shou obychnoe\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Mentions of ethnic groups: \"ugortsy finy albantsy\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Associated with the phrase \"paulya\/pa\u016dlya\": \"paulya sevyarnyashcha verym\"<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\">A surprising feature is the presence of democratic and opposition Belarusian slogans, which does not correspond to usual Russian propaganda<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Interpretation<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The presence of democratic and pro-Ukrainian slogans can be explained by:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Bot masking strategy<\/li>\n \t<li class=\"whitespace-normal break-words\">Goal of artificially enhancing discussion polarization<\/li>\n \t<li class=\"whitespace-normal break-words\">Discrediting the opposition through inappropriate use of slogans<\/li>\n \t<li class=\"whitespace-normal break-words\">Presence of different botnet operators with opposite political goals<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<strong>Word cloud<\/strong>\n<img class=\"alignnone size-full wp-image-3278\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds.png\" alt=\"\" width=\"2841\" height=\"1461\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The word cloud visualizes the frequency of individual words in bot comments.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Largest words: \"belarusi\", \"zhyve\", \"belarus\", \"lukashenko\", \"dzyakuj\", \"vyaliki\", \"rossiya\/rossii\", \"ukraine\/ukraini\", \"slava\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Polarization of political narratives is observed: simultaneously present are pro-democratic Belarusian and Ukrainian slogans, as well as terms that can be used in pro-Russian rhetoric<\/li>\n \t<li class=\"whitespace-normal break-words\">Noticeable use of several languages: Russian, Belarusian, Ukrainian<\/li>\n \t<li class=\"whitespace-normal break-words\">References to historical identity (VKL, litviny) are present<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Conclusions<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The word cloud demonstrates extreme heterogeneity of political orientation in content created by bots<\/li>\n \t<li class=\"whitespace-normal break-words\">The detected bots are most likely controlled by different operators with differently directed goals<\/li>\n \t<li class=\"whitespace-normal break-words\">Political orientation of content should not be a factor in classifying accounts as bots<\/li>\n<\/ul>\n<strong>Analysis of duplicate comments<\/strong>\n<img class=\"alignnone size-full wp-image-3279\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates.png\" alt=\"\" width=\"3372\" height=\"1617\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization \"Top Duplicate Comments\" displays the most frequently repeated comments left by bots.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Most common duplicates: \"Dzyakuj za pratsu\" (~49), \"ZHYVE BELARUS\" (~43), \"Kamentar dlya praso\u016dvannya rolika pa Yutube pavinen z...\" (~40)<\/li>\n \t<li class=\"whitespace-normal break-words\">Thematic categories of repeated comments are distinguished:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Political and patriotic slogans: \"ZHYVE BELARUS\", \"Slava Ukraini \u017divie Belarus\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Marketing and promotional: \"Kamentar dlya praso\u016dvannya rolika pa Yutube pavinen z...\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Thanks and greetings: \"Dzyakuj za pratsu\", \"Spasibo Artyom\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Religious and moral-ethical statements: \"Dai emu Bog togo chego on zasluzhil\"<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\">Linguistic diversity is observed: Belarusian, Russian, Ukrainian, mixed<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Conclusions<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The high frequency of identical comments unequivocally confirms the use of automated tools<\/li>\n \t<li class=\"whitespace-normal break-words\">Duplicate comments serve various purposes: from political activity to content promotion<\/li>\n \t<li class=\"whitespace-normal break-words\">Some comments directly indicate their marketing nature (\"dlya praso\u016dvannya rolika pa Yutube\")<\/li>\n \t<li class=\"whitespace-normal break-words\">The use of several languages indicates an effort to reach different audiences<\/li>\n<\/ul>\n<H3>Temporal Analysis of Bot Activity<\/H3>\n<strong>Activity dynamics by day<\/strong>\n<img class=\"alignnone size-full wp-image-3281\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline.png\" alt=\"\" width=\"3333\" height=\"1584\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization \"Bot Activity Over Time\" displays the dynamics of bot activity throughout March 2025.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Beginning of the period (March 1): practically zero activity<\/li>\n \t<li class=\"whitespace-normal break-words\">Rapid growth in the first days of March to a level of ~250-300 comments per day<\/li>\n \t<li class=\"whitespace-normal break-words\">Relative stabilization in the middle of the month (300-400 comments daily)<\/li>\n \t<li class=\"whitespace-normal break-words\">Sharp peak of activity on March 26-27 (~840 comments per day)<\/li>\n \t<li class=\"whitespace-normal break-words\">Subsequent decline towards the end of the month<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Connection with the publication of a video about Lukashenko<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The extreme peak of activity occurs exactly on March 26, 2025 \u2014 the day of publication of the video \"Lukashenko is dying before our eyes and can't even dress himself\" by the BELSAT Now channel<\/li>\n \t<li class=\"whitespace-normal break-words\">The publication of this video triggered an unprecedented mobilization of botnet resources<\/li>\n \t<li class=\"whitespace-normal break-words\">Elevated level of activity continued for several days after the video publication<\/li>\n<\/ul>\n<strong>Distribution of activity by hours and days of the week<\/strong>\n<img class=\"alignnone size-full wp-image-3283\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours.png\" alt=\"\" width=\"3348\" height=\"1530\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The heat map \"Bot Activity by Hour and Day\" displays the distribution of bot activity by hours and days of the week.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">The most intense activity is observed from 6 to 10 hours and from 17 to 20 hours Greenwich time<\/li>\n \t<li class=\"whitespace-normal break-words\">A clearly bipolar character of activity with two peaks (morning and evening) is traced<\/li>\n \t<li class=\"whitespace-normal break-words\">Early morning hours (0-4) and late evening (22-23) show minimal activity<\/li>\n \t<li class=\"whitespace-normal break-words\">Workdays show a more stable activity pattern than weekends<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Analysis of connection to working day<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Considering that the time is shown in Greenwich (UTC+0), activity peaks at 7-8 and 18-19 hours correspond to 9-11 AM and 8-10 PM in Eastern Europe (UTC+2\/+3)<\/li>\n \t<li class=\"whitespace-normal break-words\">These peaks clearly coincide with the beginning of the workday and evening time after work<\/li>\n \t<li class=\"whitespace-normal break-words\">Activity patterns convincingly indicate that botnet management is carried out in accordance with a normal work schedule in Eastern Europe<\/li>\n<\/ul>\n<strong>Analysis of Target Videos<\/strong>\n<img class=\"alignnone size-full wp-image-3285\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted.png\" alt=\"\" width=\"3408\" height=\"1539\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization \"Top 20 Videos Targeted by Bots\" demonstrates videos that attracted the largest number of comments from bots.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">17 out of 20 most attacked videos (85%) contain the name \"Lukashenko\" in the title<\/li>\n \t<li class=\"whitespace-normal break-words\">The absolute leader in the number of bot comments (more than 350) is the video \"Lukashenko is dying before our eyes and can't even dress himself\" from BELSAT Now<\/li>\n \t<li class=\"whitespace-normal break-words\">Thematic groups of titles are distinguished:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Health and capacity: \"Lukashenko is dying before our eyes...\", \"Lukashenko in RAGE\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Threat to power: \"Lukashenko has three days left\", \"Lukashenko broke EVERYTHING in Belarus\"<\/li>\n \t<li class=\"whitespace-normal break-words\">Corruption: \"Lukashenko received a bribe!\"<\/li>\n \t<li class=\"whitespace-normal break-words\">International relations: \"Lukashenko flies to Putin for a reprimand\"<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\">Most titles have a sensational character with clickbait elements<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Hypothesis testing<\/strong>: The data confirms the hypothesis that using Lukashenko's name in clickbait titles not only increases organic engagement but also provokes large-scale \"bot raids.\" This is especially evident for the most provocative headlines.<\/p>\n<img class=\"alignnone size-full wp-image-3286\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets.png\" alt=\"\" width=\"3329\" height=\"1573\" \/>\n<p class=\"whitespace-pre-wrap break-words\">The visualization <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_activity_per_video.html\">\"Bot Activity per Video\"<\/a> displays the relationship between the number of unique bots commenting on a video, the total number of comments from bots, and the average number of comments per bot.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>Key observations<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Most videos attract a relatively small number of bots (up to 25 unique bots)<\/li>\n \t<li class=\"whitespace-normal break-words\">The most notable outlier - the video \"Lukashenko is dying before our eyes and can't even dress himself,\" which attracted 58 unique bots that left 344 comments<\/li>\n \t<li class=\"whitespace-normal break-words\">Different strategies of bot usage are identified:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Massive attack - attracting a large number of bots to one video<\/li>\n \t<li class=\"whitespace-normal break-words\">Intensive attack - using a small number of bots that leave a disproportionately large number of comments<\/li>\n \t<li class=\"whitespace-normal break-words\">Distributed activity - moderate number of comments from a moderate number of bots<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>Key Conclusions and Recommendations<\/h3>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">General conclusions<\/h3>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>Scale and impact of botnets<\/strong>: The study revealed a significant presence of botnets in video content comments. Despite the fact that bots constituted less than 1% of accounts, they generated 11.6% of all comments and covered almost 40% of videos.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Heterogeneity of botnets<\/strong>: Various types of botnets with different strategies, goals, and levels of sophistication were detected. Clustering revealed at least 7 different groups of bots with unique characteristics.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Professional nature of operations<\/strong>: Temporal patterns of activity indicate that organized structures working on a regular work schedule characteristic of Eastern Europe are behind the botnets.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Multi-directional political activity<\/strong>: Content analysis of comments revealed a surprising diversity of political narratives - from pro-Belarusian and pro-Ukrainian to pro-Russian. This indicates the presence of different botnet operators with different political goals.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Content targeting<\/strong>: Botnets demonstrate a clear preference for videos with sensational headlines containing Lukashenko's name,\nconfirming the hypothesis about the relationship between clickbait headlines and bot activity.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Coordination of actions<\/strong>: Significant coordination between bots is observed, especially in cases of responding to important information events, such as the publication of a video about Lukashenko's health condition.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>Evolution of tactics<\/strong>: An inverse relationship between bot activity and their \"obviousness\" (bot score) was discovered, indicating an evolution of bot tactics to avoid detection.<\/li>\n<\/ol>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">Practical recommendations<\/h3>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>For platforms and moderators<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Implement a multi-level bot detection system that considers both behavioral characteristics and network connections<\/li>\n \t<li class=\"whitespace-normal break-words\">Pay special attention to videos with a high concentration of comments from suspicious accounts<\/li>\n \t<li class=\"whitespace-normal break-words\">Pay increased attention to accounts with naming patterns typical for bots<\/li>\n \t<li class=\"whitespace-normal break-words\">Track synchronized commenting activity as a sign of coordinated actions<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>For content creators<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Be aware that using clickbait headlines mentioning political figures attracts not only organic users but also bots<\/li>\n \t<li class=\"whitespace-normal break-words\">Consider that high commenting metrics may be the result of botnet activity, not real audience interest<\/li>\n \t<li class=\"whitespace-normal break-words\">Consider the possibility of stricter comment moderation under sensitive political content<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>For researchers<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Apply a comprehensive approach to bot detection, combining analysis of behavior, content, and network connections<\/li>\n \t<li class=\"whitespace-normal break-words\">Consider that the political orientation of comments is not a reliable indicator of botnet activity<\/li>\n \t<li class=\"whitespace-normal break-words\">Use temporal analysis to identify anomalous activity spikes associated with specific information events<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>For users<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">Critically evaluate comments under political content, especially under videos with sensational headlines<\/li>\n \t<li class=\"whitespace-normal break-words\">Pay attention to signs of potentially automated activity: similar comments, template expressions, atypical activity patterns<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">Conclusion<\/h3>\n<p class=\"whitespace-pre-wrap break-words\">The conducted research demonstrates the complexity and multifaceted nature of the botnet activity problem in video content comments. The identified patterns indicate a high level of organization and coordination of botnets, their ability to quickly mobilize in response to significant information events, as well as the diversity of political goals of their operators.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">The research results emphasize the need for continuous improvement of bot detection and countermeasure methods, taking into account the evolutionary nature of their tactics and strategies. It is important to continue monitoring and analyzing botnet activity for a better understanding of its impact on the information space and public opinion.<\/p>\n\n<i>This publication was developed by a research team under the leadership of Mikhail Doroshevich, PhD.<\/i>","_eng_post_name":"","_eng_post_excerpt":"","_eng_post_title":"How bots affect discussions: a study of YouTube comments in March 2025","_bel_post_content":"\u041c\u0435\u043d\u0448 \u0447\u044b\u043c 1% \u0430\u043a\u0430\u045e\u043d\u0442\u0430\u045e, \u0430\u043b\u0435 \u0430\u043c\u0430\u043b\u044c 12% \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e: \u043c\u0430\u0448\u0442\u0430\u0431 \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e \u0443 \u043f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u044b\u043c YouTube. 39% \u0432\u0456\u0434\u044d\u0430 \u0430\u0442\u0430\u043a\u0430\u0432\u0430\u043d\u044b \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u043c\u0456.\n\n<hr \/>\n\n\u0423 \u0440\u0430\u043c\u043a\u0430\u0445 \u0434\u0430\u0434\u0437\u0435\u043d\u0430\u0433\u0430 \u0434\u0430\u0441\u043b\u0435\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u0431\u044b\u045e \u043f\u0440\u0430\u0432\u0435\u0434\u0437\u0435\u043d\u044b \u043a\u043e\u043c\u043f\u043b\u0435\u043a\u0441\u043d\u044b \u0430\u043d\u0430\u043b\u0456\u0437 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0434\u0430 \u0432\u0456\u0434\u044d\u0430\u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0443 \u0434\u043b\u044f \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u044f \u043a\u0430\u0430\u0440\u0434\u044b\u043d\u0430\u0432\u0430\u043d\u0430\u0439 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e. \u0414\u0430\u0441\u043b\u0435\u0434\u0430\u0432\u0430\u043d\u043d\u0435 \u045e\u043a\u043b\u044e\u0447\u0430\u043b\u0430 \u0440\u0430\u0441\u043f\u0440\u0430\u0446\u043e\u045e\u043a\u0443 \u0456 \u043f\u0440\u044b\u043c\u044f\u043d\u0435\u043d\u043d\u0435 \u043c\u0435\u0442\u0430\u0434\u0430\u043b\u043e\u0433\u0456\u0456 \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u044f \u0431\u043e\u0442\u0430\u045e, \u0430\u043d\u0430\u043b\u0456\u0437 \u0456\u0445 \u043f\u0430\u0432\u043e\u0434\u0437\u0456\u043d\u043d\u044b\u0445 \u0445\u0430\u0440\u0430\u043a\u0442\u0430\u0440\u044b\u0441\u0442\u044b\u043a, \u0441\u0435\u0442\u043a\u0430\u0432\u044b\u0445 \u0443\u0437\u0430\u0435\u043c\u0430\u0441\u0443\u0432\u044f\u0437\u044f\u045e, \u0437\u043c\u0435\u0441\u0442\u0443 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0456 \u0447\u0430\u0441\u0430\u0432\u044b\u0445 \u043f\u0430\u0442\u044d\u0440\u043d\u0430\u045e \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456.\n\u0414\u0430\u0441\u043b\u0435\u0434\u0430\u0432\u0430\u043d\u043d\u0435 \u0431\u044b\u043b\u043e \u043d\u0430\u043a\u0456\u0440\u0430\u0432\u0430\u043d\u0430 \u043d\u0430 \u0440\u0430\u0437\u0443\u043c\u0435\u043d\u043d\u0435 \u043c\u0430\u0448\u0442\u0430\u0431\u0430\u045e, \u0441\u0442\u0440\u0430\u0442\u044d\u0433\u0456\u0439 \u0456 \u043c\u044d\u0442\u0430\u045e \u0431\u043e\u0442\u043d\u0435\u0442-\u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u045e \u043a\u0430\u043d\u0442\u044d\u043a\u0441\u0446\u0435 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0432\u0430\u043d\u043d\u044f \u0432\u0456\u0434\u044d\u0430\u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0443.\n<h3>\u041c\u0435\u0442\u0430\u0434\u0430\u043b\u043e\u0433\u0456\u044f \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u044f \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e<\/h3>\n<strong>\u0422\u044d\u0430\u0440\u044d\u0442\u044b\u0447\u043d\u0430\u044f \u0430\u0441\u043d\u043e\u0432\u0430<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u0435 \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e \u0443 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u0430\u0445 \u0437\u0430\u0441\u043d\u0430\u0432\u0430\u043d\u0430 \u043d\u0430 \u043a\u0430\u043c\u0431\u0456\u043d\u0430\u0446\u044b\u0456 \u043d\u0435\u043a\u0430\u043b\u044c\u043a\u0456\u0445 \u043c\u0435\u0442\u0430\u0434\u0430\u045e \u0430\u043d\u0430\u043b\u0456\u0437\u0443:<\/p>\n\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>\u0423\u0437\u0432\u0430\u0436\u0430\u043d\u0430\u044f \u0430\u0446\u044d\u043d\u043a\u0430 \u043f\u0440\u044b\u043a\u043c\u0435\u0442 (Feature-based scoring)<\/strong> - \u0430\u0441\u043d\u043e\u045e\u043d\u044b \u043c\u0435\u0442\u0430\u0434, \u044f\u043a\u0456 \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u043e\u045e\u0432\u0430\u0435 \u043d\u0430\u0431\u043e\u0440 \u043f\u0440\u044b\u043a\u043c\u0435\u0442 \u043f\u0430\u0432\u043e\u0434\u0437\u0456\u043d \u0437 \u0430\u0434\u043f\u0430\u0432\u0435\u0434\u043d\u044b\u043c\u0456 \u0432\u0430\u0433\u0430\u043c\u0456<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0412\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u0435 \u0430\u043d\u0430\u043c\u0430\u043b\u0456\u0439 (Anomaly detection)<\/strong> - \u0434\u043b\u044f \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u044f \u0430\u0434\u0445\u0456\u043b\u0435\u043d\u043d\u044f\u045e \u0430\u0434 \u043d\u0430\u0440\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u0430\u0432\u043e\u0434\u0437\u0456\u043d \u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043b\u044c\u043d\u0456\u043a\u0430\u045e<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u041a\u043b\u0430\u0441\u0442\u044d\u0440\u044b\u0437\u0430\u0446\u044b\u044f (Clustering)<\/strong> - \u0434\u043b\u044f \u0433\u0440\u0443\u043f\u043e\u045e\u043a\u0456 \u0431\u043e\u0442\u0430\u045e \u043f\u0430 \u043f\u0430\u0434\u043e\u0431\u043d\u044b\u0445 \u043f\u0430\u0432\u043e\u0434\u0437\u0456\u043d\u043d\u044b\u0445 \u043f\u0430\u0442\u044d\u0440\u043d\u0430\u0445<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0421\u0435\u0442\u043a\u0430\u0432\u044b \u0430\u043d\u0430\u043b\u0456\u0437 (Network analysis)<\/strong> - \u0434\u043b\u044f \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u044f \u0441\u0443\u0432\u044f\u0437\u044f\u045e \u043f\u0430\u043c\u0456\u0436 \u0431\u043e\u0442\u0430\u043c\u0456 \u043f\u0440\u0430\u0437 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0432\u0430\u043d\u044b\u044f \u0432\u0456\u0434\u044d\u0430<\/li>\n<\/ol>\n<a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/youtube_comments_botnet_methodology.pdf\"><strong>\u041c\u0430\u0442\u044d\u043c\u0430\u0442\u044b\u0447\u043d\u0430\u044f \u043c\u0430\u0434\u044d\u043b\u044c \u0432\u044b\u0437\u043d\u0430\u0447\u044d\u043d\u043d\u044f \u0431\u043e\u0442\u0430\u045e<\/strong><\/a>\n<strong>\u0410\u0431'\u0451\u043c \u0456 \u0441\u043a\u043b\u0430\u0434 \u043f\u0440\u0430\u0430\u043d\u0430\u043b\u0456\u0437\u0430\u0432\u0430\u043d\u044b\u0445 \u0434\u0430\u0434\u0437\u0435\u043d\u044b\u0445<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">\u0423 \u0440\u0430\u043c\u043a\u0430\u0445 \u0434\u0430\u0441\u043b\u0435\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u0431\u044b\u045e \u043f\u0440\u0430\u0432\u0435\u0434\u0437\u0435\u043d\u044b \u0430\u043d\u0430\u043b\u0456\u0437 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0434\u0430 \u0432\u0456\u0434\u044d\u0430\u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0443, \u0441\u0430\u0431\u0440\u0430\u043d\u044b\u0445 \u0443 \u0441\u0430\u043a\u0430\u0432\u0456\u043a\u0443 2025 \u0433\u043e\u0434\u0430. \u0417\u044b\u0445\u043e\u0434\u043d\u044b\u044f \u0434\u0430\u0434\u0437\u0435\u043d\u044b\u044f \u043c\u0435\u043b\u0456 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u044b\u044f \u0445\u0430\u0440\u0430\u043a\u0442\u0430\u0440\u044b\u0441\u0442\u044b\u043a\u0456:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>2148<\/strong> \u0432\u0456\u0434\u044d\u0430<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>111<\/strong> \u043a\u0430\u043d\u0430\u043b\u0430\u045e<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>94532<\/strong> \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e<\/li>\n<\/ul>\n<strong>\u0412\u044b\u043d\u0456\u043a\u0456 \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u044f \u0431\u043e\u0442\u0430\u045e<\/strong>\n<p class=\"whitespace-pre-wrap break-words\">\u041f\u0440\u044b\u043c\u044f\u043d\u0435\u043d\u043d\u0435 \u0430\u043f\u0456\u0441\u0430\u043d\u0430\u0439 \u043c\u0435\u0442\u0430\u0434\u0430\u043b\u043e\u0433\u0456\u0456 \u0434\u0430\u0437\u0432\u043e\u043b\u0456\u043b\u0430 \u0432\u044b\u044f\u0432\u0456\u0446\u044c <strong>599 \u0431\u043e\u0442\u0430\u045e<\/strong>, \u043d\u0430 \u0434\u043e\u043b\u044e \u044f\u043a\u0456\u0445 \u043f\u0440\u044b\u043f\u0430\u043b\u0430 \u0430\u043c\u0430\u043b\u044c <strong>11000 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e<\/strong>, \u043f\u0430\u043a\u0456\u043d\u0443\u0442\u044b\u0445 \u0434\u0430 <strong>833 \u0432\u0456\u0434\u044d\u0430<\/strong>. \u0422\u0430\u043a\u0456\u043c \u0447\u044b\u043d\u0430\u043c, \u043d\u044f\u0433\u043b\u0435\u0434\u0437\u044f\u0447\u044b \u043d\u0430 \u0442\u043e\u0435, \u0448\u0442\u043e \u0431\u043e\u0442\u044b \u0441\u043a\u043b\u0430\u043b\u0456 \u0430\u0434\u043d\u043e\u0441\u043d\u0430 \u043d\u0435\u0432\u044f\u043b\u0456\u043a\u0443\u044e \u0434\u043e\u043b\u044e \u0430\u0434 \u0430\u0433\u0443\u043b\u044c\u043d\u0430\u0439 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u0430\u043a\u0430\u045e\u043d\u0442\u0430\u045e (\u043c\u0435\u043d\u0448 \u0437\u0430 1%), \u044f\u043d\u044b \u0433\u0435\u043d\u0435\u0440\u0430\u0432\u0430\u043b\u0456 \u043a\u0430\u043b\u044f 11,6% \u0443\u0441\u0456\u0445 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0456 \u0430\u0445\u043e\u043f\u043b\u0456\u0432\u0430\u043b\u0456 38,8% \u0430\u043d\u0430\u043b\u0456\u0437\u0443\u0435\u043c\u044b\u0445 \u0432\u0456\u0434\u044d\u0430.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">\u0423 \u0445\u043e\u0434\u0437\u0435 \u0430\u043d\u0430\u043b\u0456\u0437\u0443 \u0431\u044b\u043b\u043e \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u0430, \u0448\u0442\u043e \u043d\u0435\u043a\u0430\u0442\u043e\u0440\u044b\u044f \u0430\u043a\u0430\u045e\u043d\u0442\u044b, \u044f\u043a\u0456\u044f \u043d\u0430\u043b\u0435\u0436\u0430\u0446\u044c \u0443\u043b\u0430\u0434\u0430\u043b\u044c\u043d\u0456\u043a\u0430\u043c \u043a\u0430\u043d\u0430\u043b\u0430\u045e, \u0434\u044d\u043c\u0430\u043d\u0441\u0442\u0440\u0443\u044e\u0446\u044c \u043f\u0430\u0432\u043e\u0434\u0437\u0456\u043d\u043d\u044b\u044f \u043f\u0430\u0442\u044d\u0440\u043d\u044b, \u043f\u0430\u0434\u043e\u0431\u043d\u044b\u044f \u043d\u0430 \u0431\u043e\u0442\u044b. \u0413\u044d\u0442\u044b\u044f \u0430\u043a\u0430\u045e\u043d\u0442\u044b \u0447\u0430\u0441\u0442\u0430 \u0433\u0435\u043d\u0435\u0440\u0443\u044e\u0446\u044c \u0430\u0434\u043d\u0430\u0442\u044b\u043f\u043d\u044b\u044f \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u044b, \u0448\u0442\u043e \u043f\u0440\u044b\u0432\u043e\u0434\u0437\u0456\u0446\u044c \u0434\u0430 \u0456\u043b\u0436\u044b\u0432\u0430\u0434\u0430\u0442\u043d\u044b\u0445 \u0441\u043f\u0440\u0430\u0446\u043e\u045e\u0432\u0430\u043d\u043d\u044f\u045e \u0430\u043b\u0433\u0430\u0440\u044b\u0442\u043c\u0443 \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u044f \u0431\u043e\u0442\u0430\u045e.<\/p>\n<p class=\"whitespace-pre-wrap break-words\">\u041d\u0430 \u0430\u0441\u043d\u043e\u0432\u0435 \u0440\u0443\u0447\u043d\u043e\u0439 \u043f\u0440\u0430\u0432\u0435\u0440\u043a\u0456 \u043c\u044b \u0432\u044b\u043a\u043b\u044e\u0447\u044b\u043b\u0456 \u0437 \u043b\u0456\u043a\u0443 \u0431\u043e\u0442\u0430\u045e \u043d\u0435\u043a\u0430\u043b\u044c\u043a\u0456 \u0430\u043a\u0442\u044b\u045e\u043d\u044b\u0445 \u0430\u043a\u0430\u045e\u043d\u0442\u0430\u045e:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">@ZERKALOIO<\/li>\n \t<li class=\"whitespace-normal break-words\">@zroblenaupolscy<\/li>\n \t<li class=\"whitespace-normal break-words\">@BalaganOFF<\/li>\n \t<li class=\"whitespace-normal break-words\">@viachaslau_sikora<\/li>\n<\/ul>\n<h3>\u0410\u043d\u0430\u043b\u0456\u0437 \u0445\u0430\u0440\u0430\u043a\u0442\u0430\u0440\u044b\u0441\u0442\u044b\u043a \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u044b\u0445 \u0431\u043e\u0442\u0430\u045e<\/h3>\n<strong>\u0420\u0430\u0437\u043c\u0435\u0440\u043a\u0430\u0432\u0430\u043d\u043d\u0435 \u0431\u043e\u0442\u0430\u045e \u043f\u0430 bot score<\/strong>\n<img class=\"alignnone size-full wp-image-3268\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_score.png\" alt=\"\" width=\"3387\" height=\"1527\" \/>\n\u0412\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u044b\u044f \"Top 30 Bots by Bot Score\" \u0430\u0434\u043b\u044e\u0441\u0442\u0440\u043e\u045e\u0432\u0430\u0435 30 \u0430\u043a\u0430\u045e\u043d\u0442\u0430\u045e \u0437 \u043d\u0430\u0439\u0432\u044b\u0448\u044d\u0439\u0448\u044b\u043c\u0456 \u0437\u043d\u0430\u0447\u044d\u043d\u043d\u044f\u043c\u0456 bot score (\u0430\u0446\u044d\u043d\u043a\u0456 \u0432\u0435\u0440\u0430\u0433\u043e\u0434\u043d\u0430\u0441\u0446\u0456 \u0442\u0430\u0433\u043e, \u0448\u0442\u043e \u0430\u043a\u0430\u045e\u043d\u0442 \u0437'\u044f\u045e\u043b\u044f\u0435\u0446\u0446\u0430 \u0431\u043e\u0442\u0430\u043c).\n\u041a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u043d\u0430\u0437\u0456\u0440\u0430\u043d\u043d\u0456:\n\u0423\u0441\u0435 30 \u0442\u043e\u043f\u0430\u0432\u044b\u0445 \u0431\u043e\u0442\u0430\u045e \u043c\u0430\u044e\u0446\u044c \u0432\u044b\u0441\u043e\u043a\u0456\u044f \u0437\u043d\u0430\u0447\u044d\u043d\u043d\u0456 bot score, \u043f\u0440\u044b\u043a\u043b\u0430\u0434\u043d\u0430 \u0430\u0434 0.8 \u0434\u0430 1.0\n\u041d\u0430\u0437\u0456\u0440\u0430\u0435\u0446\u0446\u0430 \u0433\u0440\u0430\u0434\u0430\u0446\u044b\u044f \u043a\u043e\u043b\u0435\u0440\u0430\u0432\u0430\u0439 \u0456\u043d\u0442\u044d\u043d\u0441\u0456\u045e\u043d\u0430\u0441\u0446\u0456 \u043f\u0430\u043b\u043e\u0441, \u044f\u043a\u0430\u044f \u0430\u0434\u043b\u044e\u0441\u0442\u0440\u043e\u045e\u0432\u0430\u0435 \u0437\u043d\u0430\u0447\u044d\u043d\u043d\u0456 bot score\n\u0422\u0440\u044b \u0430\u043a\u0430\u045e\u043d\u0442\u044b \u0437 \u043d\u0430\u0439\u0432\u044b\u0448\u044d\u0439\u0448\u044b\u043c\u0456 \u043f\u0430\u043a\u0430\u0437\u0447\u044b\u043a\u0430\u043c\u0456: @JosefOh-i8x, @Blog_Blog2, @\u0412\u044f\u0447\u0435\u0441\u043b\u0430\u0432\u0420\u044f\u0437\u0430\u043d\u043e\u0432-63\u0440\n\u0423 \u0456\u043c\u0451\u043d\u0430\u0445 \u043c\u043d\u043e\u0433\u0456\u0445 \u0430\u043a\u0430\u045e\u043d\u0442\u0430\u045e \u043f\u0440\u0430\u0441\u043e\u0447\u0432\u0430\u044e\u0446\u0446\u0430 \u0445\u0430\u0440\u0430\u043a\u0442\u044d\u0440\u043d\u044b\u044f \u043f\u0430\u0442\u044d\u0440\u043d\u044b, \u0442\u044b\u043f\u043e\u0432\u044b\u044f \u0434\u043b\u044f \u0431\u043e\u0442\u0430\u045e:\n<ul>\n \t<li>\u041a\u0430\u043c\u0431\u0456\u043d\u0430\u0446\u044b\u044f \u043a\u0456\u0440\u044b\u043b\u0456\u0447\u043d\u044b\u0445 \u0456\u043c\u0451\u043d\u0430\u045e \u0437 \u043b\u0456\u0447\u0431\u0430-\u043b\u0456\u0442\u0430\u0440\u043d\u044b\u043c\u0456 \u0441\u0443\u0444\u0456\u043a\u0441\u0430\u043c\u0456<\/li>\n \t<li>\u041b\u0430\u0446\u0456\u043d\u0441\u043a\u0456\u044f \u0456\u043c\u0451\u043d\u044b \u0437 \u043b\u0456\u0447\u0431\u0430\u0432\u044b\u043c\u0456 \u0441\u0443\u0444\u0456\u043a\u0441\u0430\u043c\u0456<\/li>\n \t<li>\u0421\u043f\u0430\u043b\u0443\u0447\u044d\u043d\u043d\u0435 \u0456\u043c\u044f-\u043f\u0440\u043e\u0437\u0432\u0456\u0448\u0447\u0430 \u0437 \u043b\u0456\u0447\u0431\u0430\u0432\u044b\u043c\u0456\/\u043b\u0456\u0442\u0430\u0440\u043d\u044b\u043c\u0456 \u043a\u043e\u0434\u0430\u043c\u0456<\/li>\n<\/ul>\n\u041d\u0430\u0437\u0456\u0440\u0430\u0435\u043c\u044b\u044f \u043f\u0430\u0442\u044d\u0440\u043d\u044b \u045e \u043d\u0430\u0437\u0432\u0430\u0445 \u0430\u043a\u0430\u045e\u043d\u0442\u0430\u045e \u043f\u0430\u0446\u0432\u044f\u0440\u0434\u0436\u0430\u044e\u0446\u044c \u044d\u0444\u0435\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u044c \u043c\u0435\u0442\u0430\u0434\u0430\u043b\u043e\u0433\u0456\u0456, \u0431\u043e \u0442\u0430\u043a\u0456\u044f \u0448\u0430\u0431\u043b\u043e\u043d\u043d\u044b\u044f \u043d\u0430\u0437\u0432\u044b \u0447\u0430\u0441\u0442\u0430 \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u043e\u045e\u0432\u0430\u044e\u0446\u0446\u0430 \u043f\u0440\u044b \u0430\u045e\u0442\u0430\u043c\u0430\u0442\u044b\u0447\u043d\u0430\u0439 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u044b\u0456 \u045e\u043b\u0456\u043a\u043e\u0432\u044b\u0445 \u0437\u0430\u043f\u0456\u0441\u0430\u045e.\n\n<strong>\u0420\u0430\u0437\u043c\u0435\u0440\u043a\u0430\u0432\u0430\u043d\u043d\u0435 \u0431\u043e\u0442\u0430\u045e \u043f\u0430 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e<\/strong>\n<img class=\"alignnone size-full wp-image-3271\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top30bots_comments.png\" alt=\"\" width=\"3384\" height=\"1578\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u044b\u044f \"Top 30 Bots by Comment Count\" \u0430\u0434\u043b\u044e\u0441\u0442\u0440\u043e\u045e\u0432\u0430\u0435 30 \u0431\u043e\u0442\u0430\u045e \u0437 \u043d\u0430\u0439\u0431\u043e\u043b\u044c\u0448\u0430\u0439 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044e \u043f\u0430\u043a\u0456\u043d\u0443\u0442\u044b\u0445 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u043d\u0430\u0437\u0456\u0440\u0430\u043d\u043d\u0456<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0417\u043d\u0430\u0447\u043d\u044b \u0440\u0430\u0437\u0431\u0440\u043e\u0441 \u0443 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u2014 \u0430\u0434 \u043f\u0440\u044b\u043a\u043b\u0430\u0434\u043d\u0430 75 \u0443 \u043d\u0430\u0439\u043c\u0435\u043d\u0448 \u0430\u043a\u0442\u044b\u045e\u043d\u044b\u0445 \u0431\u043e\u0442\u0430\u045e \u0437 \u0442\u043e\u043f-30 \u0434\u0430 \u0431\u043e\u043b\u044c\u0448 \u0437\u0430 550 \u0443 \u0441\u0430\u043c\u044b\u0445 \u0430\u043a\u0442\u044b\u045e\u043d\u044b\u0445<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0414\u0432\u0430 \u0431\u043e\u0442\u044b \u0437\u043d\u0430\u0447\u043d\u0430 \u0430\u043f\u044f\u0440\u044d\u0434\u0436\u0432\u0430\u044e\u0446\u044c \u0430\u0441\u0442\u0430\u0442\u043d\u0456\u0445 \u043f\u0430 \u043b\u0456\u043a\u0443 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e: @\u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440-\u04347n1\u0447 (~550) \u0456 @Dushman-z4f (~530)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0437\u0456\u0440\u0430\u0435\u0446\u0446\u0430 \u0440\u044d\u0437\u043a\u0430\u0435 \u0437\u043d\u0456\u0436\u044d\u043d\u043d\u0435 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u043f\u0430\u0441\u043b\u044f \u0442\u0440\u044d\u0446\u044f\u0433\u0430 \u0431\u043e\u0442\u0430 (@irishaphill7794)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041c\u043e\u0436\u043d\u0430 \u0432\u044b\u043b\u0443\u0447\u044b\u0446\u044c \u043d\u0435\u043a\u0430\u043b\u044c\u043a\u0456 \u045e\u0437\u0440\u043e\u045e\u043d\u044f\u045e \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u0441\u044f\u0440\u043e\u0434 \u0431\u043e\u0442\u0430\u045e: \u0437\u0432\u044b\u0448\u0430\u043a\u0442\u044b\u045e\u043d\u044b\u044f (>500), \u0432\u044b\u0441\u043e\u043a\u0430\u0430\u043a\u0442\u044b\u045e\u043d\u044b\u044f (300-500), \u0441\u044f\u0440\u044d\u0434\u043d\u0435\u0430\u043a\u0442\u044b\u045e\u043d\u044b\u044f (200-300), \u043c\u0430\u043b\u0430\u0430\u043a\u0442\u044b\u045e\u043d\u044b\u044f (100-200)<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041f\u0430\u0440\u0430\u045e\u043d\u0430\u043b\u044c\u043d\u044b \u0430\u043d\u0430\u043b\u0456\u0437 \u0437 \u0440\u0430\u0437\u043c\u0435\u0440\u043a\u0430\u0432\u0430\u043d\u043d\u0435\u043c \u043f\u0430 bot score<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0421\u043f\u0456\u0441\u044b \"Top 30 Bots by Bot Score\" \u0456 \"Top 30 Bots by Comment Count\" \u0443\u0442\u0440\u044b\u043c\u043b\u0456\u0432\u0430\u044e\u0446\u044c \u0440\u043e\u0437\u043d\u044b\u044f \u0430\u043a\u0430\u045e\u043d\u0442\u044b<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0413\u044d\u0442\u0430 \u045e\u043a\u0430\u0437\u0432\u0430\u0435 \u043d\u0430 \u0442\u043e\u0435, \u0448\u0442\u043e \u043d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u043f\u0430\u0434\u0430\u0437\u0440\u043e\u043d\u044b\u044f \u043f\u0430 \u043f\u0430\u0432\u043e\u0434\u0437\u0456\u043d\u043d\u044b\u0445 \u043f\u0440\u044b\u043a\u043c\u0435\u0442\u0430\u0445 \u0431\u043e\u0442\u044b \u043d\u0435 \u0430\u0431\u0430\u0432\u044f\u0437\u043a\u043e\u0432\u0430 \u0437'\u044f\u045e\u043b\u044f\u044e\u0446\u0446\u0430 \u043d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u0430\u043a\u0442\u044b\u045e\u043d\u044b\u043c\u0456<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0410\u0434\u0441\u0443\u0442\u043d\u0430\u0441\u0446\u044c \u043f\u0435\u0440\u0430\u0441\u044f\u0447\u044d\u043d\u043d\u044f\u045e \u043f\u0430\u043c\u0456\u0436 \u0442\u043e\u043f-\u0431\u043e\u0442\u0430\u043c\u0456 \u043f\u0430 score \u0456 \u043f\u0430 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0443\u043a\u0430\u0437\u0432\u0430\u0435 \u043d\u0430 \u0440\u0430\u0437\u043d\u0430\u0441\u0442\u0430\u0439\u043d\u0430\u0441\u0446\u044c \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e \u0456 \u0456\u0445 \u0441\u0442\u0440\u0430\u0442\u044d\u0433\u0456\u0439<\/li>\n<\/ul>\n<strong>\u041a\u043b\u0430\u0441\u0442\u044d\u0440\u044b\u0437\u0430\u0446\u044b\u044f \u0431\u043e\u0442\u0430\u045e<\/strong>\n<img class=\"alignnone size-full wp-image-3273\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_cluster.png\" alt=\"\" width=\"3372\" height=\"1599\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u044b\u044f <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_clusters_scatter.html\">\"Bot Clusters by Comment Count and Bot Score\"<\/a> \u0434\u044d\u043c\u0430\u043d\u0441\u0442\u0440\u0443\u0435 \u0440\u0430\u0437\u043c\u0435\u0440\u043a\u0430\u0432\u0430\u043d\u043d\u0435 \u0431\u043e\u0442\u0430\u045e \u043f\u0430 \u0434\u0432\u0443\u0445 \u043a\u043b\u044e\u0447\u0430\u0432\u044b\u0445 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430\u0445 (\u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044c \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0456 bot score) \u0437 \u0433\u0440\u0443\u043f\u043e\u045e\u043a\u0430\u0439 \u043f\u0430 \u043a\u043b\u0430\u0441\u0442\u0430\u0440\u0430\u0445.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u043d\u0430\u0437\u0456\u0440\u0430\u043d\u043d\u0456<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0411\u043e\u043b\u044c\u0448\u0430\u0441\u0446\u044c \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u044b\u0445 \u0431\u043e\u0442\u0430\u045e \u0441\u043a\u0430\u043d\u0446\u044d\u043d\u0442\u0440\u0430\u0432\u0430\u043d\u0430 \u045e \u043b\u0435\u0432\u0430\u0439 \u0447\u0430\u0441\u0442\u0446\u044b \u0433\u0440\u0430\u0444\u0456\u043a\u0430 (\u043c\u0435\u043d\u0448 \u0437\u0430 100 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e)<\/li>\n \t<li class=\"whitespace-normal break-words\">Bot score \u0432\u0430\u0440'\u0456\u0440\u0443\u0435\u0446\u0446\u0430 \u0430\u0434 0.4 \u0434\u0430 1.0, \u0437 \u0432\u044f\u043b\u0456\u043a\u0430\u0439 \u043a\u0430\u043d\u0446\u044d\u043d\u0442\u0440\u0430\u0446\u044b\u044f\u0439 \u0443 \u0434\u044b\u044f\u043f\u0430\u0437\u043e\u043d\u0435 0.5-0.7<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0437\u0456\u0440\u0430\u0435\u0446\u0446\u0430 \u0430\u0434\u043c\u043e\u045e\u043d\u0430\u044f \u043a\u0430\u0440\u044d\u043b\u044f\u0446\u044b\u044f \u043f\u0430\u043c\u0456\u0436 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044e \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0456 bot score<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u043b\u0443\u0447\u0430\u044e\u0446\u0446\u0430 \u0440\u043e\u0437\u043d\u044b\u044f \u043a\u043b\u0430\u0441\u0442\u0430\u0440\u044b \u0431\u043e\u0442\u0430\u045e \u0437 \u0440\u043e\u0437\u043d\u044b\u043c\u0456 \u0445\u0430\u0440\u0430\u043a\u0442\u0430\u0440\u044b\u0441\u0442\u044b\u043a\u0430\u043c\u0456<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u0430\u043a\u0442\u044b\u045e\u043d\u044b\u044f \u0431\u043e\u0442\u044b (300-550 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e) \u043a\u043b\u0430\u0441\u0456\u0444\u0456\u043a\u0430\u0432\u0430\u043d\u044b \u044f\u043a \"\u0448\u0443\u043c\u0430\u0432\u044b\u044f \u043a\u0440\u043e\u043f\u043a\u0456\" \u0456 \u043c\u0430\u044e\u0446\u044c \u0443\u043c\u0435\u0440\u0430\u043d\u044b\u044f \u0437\u043d\u0430\u0447\u044d\u043d\u043d\u0456 bot score (0.4-0.6)<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0406\u043d\u0442\u044d\u0440\u043f\u0440\u044d\u0442\u0430\u0446\u044b\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0413\u0440\u0430\u0444\u0456\u043a \u0434\u044d\u043c\u0430\u043d\u0441\u0442\u0440\u0443\u0435 \u0430\u0434\u0432\u0430\u0440\u043e\u0442\u043d\u0443\u044e \u0437\u0430\u043b\u0435\u0436\u043d\u0430\u0441\u0446\u044c \u043f\u0430\u043c\u0456\u0436 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u044e \u0456 \"\u0432\u0456\u0434\u0430\u0432\u043e\u0447\u043d\u0430\u0441\u0446\u044e\" \u0431\u043e\u0442\u0430<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u043e\u0437\u043d\u044b\u044f \u043a\u043b\u0430\u0441\u0442\u0430\u0440\u044b \u045e\u044f\u045e\u043b\u044f\u044e\u0446\u044c \u0440\u043e\u0437\u043d\u044b\u044f \u0431\u043e\u0442\u043d\u0435\u0442\u044b \u0437 \u0440\u043e\u0437\u043d\u044b\u043c\u0456 \u0441\u0442\u0440\u0430\u0442\u044d\u0433\u0456\u044f\u043c\u0456 \u0456 \u043c\u044d\u0442\u0430\u043c\u0456<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0411\u043e\u0442\u044b \u0437 \u0432\u044b\u0441\u043e\u043a\u0456\u043c\u0456 \u043f\u0430\u043a\u0430\u0437\u0447\u044b\u043a\u0430\u043c\u0456 bot score \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u043e\u045e\u0432\u0430\u044e\u0446\u044c \u0431\u043e\u043b\u044c\u0448 \u043f\u0440\u044b\u043c\u0456\u0442\u044b\u045e\u043d\u044b\u044f \u0442\u0430\u043a\u0442\u044b\u043a\u0456, \u0443 \u0442\u043e\u0439 \u0447\u0430\u0441 \u044f\u043a \u0431\u043e\u0442\u044b \u0437 \u0432\u044b\u0441\u043e\u043a\u0430\u0439 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u044e, \u0430\u043b\u0435 \u0431\u043e\u043b\u044c\u0448 \u043d\u0456\u0437\u043a\u0456\u043c\u0456 bot score, \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u043e\u045e\u0432\u0430\u044e\u0446\u044c \u0431\u043e\u043b\u044c\u0448 \u043f\u0440\u0430\u0441\u0443\u043d\u0443\u0442\u044b\u044f \u043c\u0435\u0442\u0430\u0434\u044b \u0456\u043c\u0456\u0442\u0430\u0446\u044b\u0456 \u0447\u0430\u043b\u0430\u0432\u0435\u0447\u044b\u0445 \u043f\u0430\u0432\u043e\u0434\u0437\u0456\u043d<\/li>\n<\/ul>\n<strong>\u0410\u043d\u0430\u043b\u0456\u0437 \u0441\u0435\u0442\u043a\u0430\u0432\u044b\u0445 \u0443\u0437\u0430\u0435\u043c\u0430\u0441\u0443\u0432\u044f\u0437\u044f\u045e \u0431\u043e\u0442\u0430\u045e<\/strong>\n<img class=\"alignnone size-full wp-image-3275\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_network.png\" alt=\"\" width=\"3285\" height=\"1659\" \/>\n<p class=\"whitespace-pre-wrap break-words\"><a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_network.html\">\u0421\u0435\u0442\u043a\u0430\u0432\u044b \u0433\u0440\u0430\u0444<\/a> \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0443\u0435 \u0441\u0443\u0432\u044f\u0437\u0456 \u043f\u0430\u043c\u0456\u0436 \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u044b\u043c\u0456 \u0431\u043e\u0442\u0430\u043c\u0456, \u0434\u0437\u0435 \u0432\u0443\u0437\u043b\u044b \u045e\u044f\u045e\u043b\u044f\u044e\u0446\u044c \u0430\u0441\u043e\u0431\u043d\u044b\u0445 \u0431\u043e\u0442\u0430\u045e, \u0430 \u0440\u044d\u0431\u0440\u044b \u043f\u0430\u043a\u0430\u0437\u0432\u0430\u044e\u0446\u044c \u0441\u0443\u0432\u044f\u0437\u0456 \u043f\u0440\u0430\u0437 \u0430\u0433\u0443\u043b\u044c\u043d\u044b\u044f \u0432\u0456\u0434\u044d\u0430, \u044f\u043a\u0456\u044f \u044f\u043d\u044b \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0432\u0430\u043b\u0456.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u043d\u0430\u0437\u0456\u0440\u0430\u043d\u043d\u0456<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0421\u0435\u0442\u043a\u0430 \u0434\u044d\u043c\u0430\u043d\u0441\u0442\u0440\u0443\u0435 \u0441\u043a\u043b\u0430\u0434\u0430\u043d\u0443\u044e, \u043d\u0435\u0430\u0434\u043d\u0430\u0440\u043e\u0434\u043d\u0443\u044e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u0437 \u043d\u0435\u043a\u0430\u043b\u044c\u043a\u0456\u043c\u0456 \u044f\u0441\u043a\u0440\u0430\u0432\u0430 \u0432\u044b\u0440\u0430\u0436\u0430\u043d\u044b\u043c\u0456 \u043a\u043b\u0430\u0441\u0442\u0430\u0440\u0430\u043c\u0456<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0440\u044b\u0441\u0443\u0442\u043d\u0456\u0447\u0430\u0435 \u0446\u044d\u043d\u0442\u0440\u0430\u043b\u044c\u043d\u044b \u0448\u0447\u044b\u043b\u044c\u043d\u044b \u043a\u043b\u0430\u0441\u0442\u0430\u0440 \u0437 \u0432\u044f\u043b\u0456\u043a\u0430\u0439 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044e \u045e\u0437\u0430\u0435\u043c\u0430\u0441\u0443\u0432\u044f\u0437\u044f\u045e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0411\u0430\u0447\u043d\u044b \u043d\u0435\u043a\u0430\u043b\u044c\u043a\u0456 \u043f\u0435\u0440\u044b\u0444\u0435\u0440\u044b\u0439\u043d\u044b\u0445, \u0431\u043e\u043b\u044c\u0448 \u0440\u0430\u0437\u0440\u044d\u0434\u0436\u0430\u043d\u044b\u0445 \u043a\u043b\u0430\u0441\u0442\u0430\u0440\u0430\u045e, \u0437\u043b\u0443\u0447\u0430\u043d\u044b\u0445 \u0437 \u0446\u044d\u043d\u0442\u0440\u0430\u043b\u044c\u043d\u044b\u043c<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0423 \u0446\u044d\u043d\u0442\u0440\u044b \u0433\u0440\u0430\u0444\u0430 \u0437\u043d\u0430\u0445\u043e\u0434\u0437\u044f\u0446\u0446\u0430 \u0432\u0443\u0437\u043b\u044b \u0441\u0430\u043c\u0430\u0433\u0430 \u0432\u044f\u043b\u0456\u043a\u0430\u0433\u0430 \u043f\u0430\u043c\u0435\u0440\u0443 \u2014 \u043a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u0431\u043e\u0442\u044b \u0437 \u043c\u043d\u043e\u0441\u0442\u0432\u0430\u043c \u0441\u0443\u0432\u044f\u0437\u044f\u045e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0411\u043e\u0442\u044b \u0437 \u0432\u044b\u0441\u043e\u043a\u0456\u043c bot score (\u0447\u044b\u0440\u0432\u043e\u043d\u044b\u044f \u0432\u0443\u0437\u043b\u044b) \u0430\u0434\u043d\u043e\u0441\u043d\u0430 \u0440\u0430\u045e\u043d\u0430\u043c\u0435\u0440\u043d\u0430 \u0440\u0430\u0437\u043c\u0435\u0440\u043a\u0430\u0432\u0430\u043d\u044b \u043f\u0430 \u045e\u0441\u0456\u043c \u0433\u0440\u0430\u0444\u0435<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0412\u044b\u0441\u043d\u043e\u0432\u044b<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0421\u0435\u0442\u043a\u0430\u0432\u044b \u0433\u0440\u0430\u0444 \u043f\u0435\u0440\u0430\u043a\u0430\u043d\u0430\u045e\u0447\u0430 \u0434\u044d\u043c\u0430\u043d\u0441\u0442\u0440\u0443\u0435 \u0456\u0441\u043d\u0430\u0432\u0430\u043d\u043d\u0435 \u043a\u0430\u0430\u0440\u0434\u044b\u043d\u0430\u0432\u0430\u043d\u044b\u0445 \u0433\u0440\u0443\u043f \u0431\u043e\u0442\u0430\u045e (\u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0428\u0447\u044b\u043b\u044c\u043d\u0430\u0441\u0446\u044c \u0441\u0443\u0432\u044f\u0437\u044f\u045e \u0443\u043a\u0430\u0437\u0432\u0430\u0435 \u043d\u0430 \u0442\u043e\u0435, \u0448\u0442\u043e \u043c\u043d\u043e\u0433\u0456\u044f \u0431\u043e\u0442\u044b \u043a\u0430\u043c\u0435\u043d\u0442\u0443\u044e\u0446\u044c \u0430\u0434\u043d\u044b \u0456 \u0442\u044b\u044f \u0436 \u0432\u0456\u0434\u044d\u0430<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0426\u044d\u043d\u0442\u0440\u0430\u043b\u044c\u043d\u044b \u043a\u043b\u0430\u0441\u0442\u0430\u0440 \u0443\u044f\u045e\u043b\u044f\u0435 \u043d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u0431\u0443\u0439\u043d\u044b \u0456 \u0430\u043a\u0442\u044b\u045e\u043d\u044b \u0431\u043e\u0442\u043d\u0435\u0442<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0435\u0440\u044b\u0444\u0435\u0440\u044b\u0439\u043d\u044b\u044f \u043a\u043b\u0430\u0441\u0442\u0430\u0440\u044b \u043c\u043e\u0433\u0443\u0446\u044c \u0443\u044f\u045e\u043b\u044f\u0446\u044c \u0430\u0441\u043e\u0431\u043d\u044b\u044f \u0431\u043e\u0442\u043d\u0435\u0442\u044b \u0437 \u0431\u043e\u043b\u044c\u0448 \u0432\u0443\u0437\u043a\u0430\u0439 \u0441\u043f\u0435\u0446\u044b\u044f\u043b\u0456\u0437\u0430\u0446\u044b\u044f\u0439<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041c\u0430\u0448\u0442\u0430\u0431 \u0456 \u0441\u043a\u043b\u0430\u0434\u0430\u043d\u0430\u0441\u0446\u044c \u0441\u0435\u0442\u043a\u0456 \u045e\u043a\u0430\u0437\u0432\u0430\u044e\u0446\u044c \u043d\u0430 \u0432\u044b\u0441\u043e\u043a\u0456 \u045e\u0437\u0440\u043e\u0432\u0435\u043d\u044c \u0430\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u044b\u0456 \u0456 \u043a\u0430\u0430\u0440\u0434\u044b\u043d\u0430\u0446\u044b\u0456<\/li>\n<\/ul>\n<h3>\u0410\u043d\u0430\u043b\u0456\u0437 \u0437\u043c\u0435\u0441\u0442\u0443 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0431\u043e\u0442\u0430\u045e<\/h3>\n<strong>\u0410\u043d\u0430\u043b\u0456\u0437 \u043d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u0447\u0430\u0441\u0442\u044b\u0445 n-\u0433\u0440\u0430\u043c<\/strong>\n<img class=\"alignnone size-full wp-image-3277\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_3grams.png\" alt=\"\" width=\"3393\" height=\"1536\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u044b\u044f \"Top 3-grams in Bot Comments\" \u0430\u0434\u043b\u044e\u0441\u0442\u0440\u043e\u045e\u0432\u0430\u0435 \u0447\u0430\u0441\u0442\u043e\u0442\u043d\u044b \u0430\u043d\u0430\u043b\u0456\u0437 \u0442\u0440\u044b\u0433\u0440\u0430\u043c (\u043f\u0430\u0441\u043b\u044f\u0434\u043e\u045e\u043d\u0430\u0441\u0446\u044f\u045e \u0437 \u0442\u0440\u043e\u0445 \u0441\u043b\u043e\u045e) \u0443 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u0430\u0445 \u0431\u043e\u0442\u0430\u045e.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u043d\u0430\u0437\u0456\u0440\u0430\u043d\u043d\u0456<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0414\u0437\u0432\u0435 \u0442\u0440\u044b\u0433\u0440\u0430\u043c\u044b \u0437\u043d\u0430\u0447\u043d\u0430 \u043f\u0435\u0440\u0430\u0432\u044b\u0448\u0430\u044e\u0446\u044c \u0430\u0441\u0442\u0430\u0442\u043d\u0456\u044f \u043f\u0430 \u0447\u0430\u0441\u0442\u0430\u0446\u0435 \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043d\u043d\u044f: \"\u0436\u044b\u0432\u0435 \u0431\u0435\u043b\u0430\u0440\u0443\u0441\u044c \u0441\u043b\u0430\u0432\u0430\" \u0456 \"\u0431\u0435\u043b\u0430\u0440\u0443\u0441\u044c \u0441\u043b\u0430\u0432\u0430 \u0443\u043a\u0440\u0430i\u043d\u0435\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u043b\u0443\u0447\u0430\u044e\u0446\u0446\u0430 \u0442\u044d\u043c\u0430\u0442\u044b\u0447\u043d\u044b\u044f \u043a\u043b\u0430\u0441\u0442\u0430\u0440\u044b \u0442\u0440\u044b\u0433\u0440\u0430\u043c:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u044b\u044f \u043b\u043e\u0437\u0443\u043d\u0433\u0456: \"\u0436\u044b\u0432\u0435 \u0431\u0435\u043b\u0430\u0440\u0443\u0441\u044c \u0441\u043b\u0430\u0432\u0430\", \"\u0431\u0435\u043b\u0430\u0440\u0443\u0441\u044c \u0441\u043b\u0430\u0432\u0430 \u0443\u043a\u0440\u0430i\u043d\u0435\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041a\u0440\u044b\u043f\u0442\u0430\u0432\u0430\u043b\u044e\u0442\u043d\u044b\u044f \u0441\u043f\u0430\u043c-\u043f\u0430\u0432\u0435\u0434\u0430\u043c\u043b\u0435\u043d\u043d\u0456<\/li>\n \t<li>\u041c\u0430\u0440\u043a\u0435\u0442\u044b\u043d\u0433\u0430\u0432\u044b\u044f: \"\u0448\u043e\u0443 \u043e\u0431\u044b\u0447\u043d\u043e\u0435 \u0443\u0442\u0440\u043e\", \"\u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0443 \u0448\u043e\u0443 \u043e\u0431\u044b\u0447\u043d\u043e\u0435\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0423\u0437\u0433\u0430\u0434\u0432\u0430\u043d\u043d\u0456 \u044d\u0442\u043d\u0456\u0447\u043d\u044b\u0445 \u0433\u0440\u0443\u043f: \"\u0443\u0433\u043e\u0440\u0446\u044b \u0444i\u043d\u044b \u0430\u043b\u0431\u0430\u043d\u0446\u044b\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0417\u0432\u044f\u0437\u0430\u043d\u044b\u044f \u0437 \u0444\u0440\u0430\u0437\u0430\u0439 \"\u043f\u0430\u0443\u043b\u044f\/\u043f\u0430\u045e\u043b\u044f\": \"\u043f\u0430\u0443\u043b\u044f \u0441\u0435\u0432\u044f\u0440\u043d\u044f\u0449\u0430 \u0432\u0435\u0440\u044b\u043c\"<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0417\u0434\u0437\u0456\u045e\u043b\u044f\u043b\u044c\u043d\u0430\u0439 \u0430\u0441\u0430\u0431\u043b\u0456\u0432\u0430\u0441\u0446\u044e \u0437'\u044f\u045e\u043b\u044f\u0435\u0446\u0446\u0430 \u043f\u0440\u044b\u0441\u0443\u0442\u043d\u0430\u0441\u0446\u044c \u0434\u044d\u043c\u0430\u043a\u0440\u0430\u0442\u044b\u0447\u043d\u044b\u0445 \u0456 \u0430\u043f\u0430\u0437\u0456\u0446\u044b\u0439\u043d\u044b\u0445 \u0431\u0435\u043b\u0430\u0440\u0443\u0441\u043a\u0456\u0445 \u0441\u043b\u043e\u0433\u0430\u043d\u0430\u045e, \u0448\u0442\u043e \u043d\u0435 \u0430\u0434\u043f\u0430\u0432\u044f\u0434\u0430\u0435 \u0437\u0432\u044b\u0447\u0430\u0439\u043d\u0430\u0439 \u0440\u0430\u0441\u0456\u0439\u0441\u043a\u0430\u0439 \u043f\u0440\u0430\u043f\u0430\u0433\u0430\u043d\u0434\u0437\u0435<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0406\u043d\u0442\u044d\u0440\u043f\u0440\u044d\u0442\u0430\u0446\u044b\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041f\u0440\u044b\u0441\u0443\u0442\u043d\u0430\u0441\u0446\u044c \u0434\u044d\u043c\u0430\u043a\u0440\u0430\u0442\u044b\u0447\u043d\u044b\u0445 \u0456 \u043f\u0440\u0430\u045e\u043a\u0440\u0430\u0456\u043d\u0441\u043a\u0456\u0445 \u043b\u043e\u0437\u0443\u043d\u0433\u0430\u045e \u043c\u043e\u0436\u0430 \u0442\u043b\u0443\u043c\u0430\u0447\u044b\u0446\u0446\u0430:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0421\u0442\u0440\u0430\u0442\u044d\u0433\u0456\u044f\u0439 \u043c\u0430\u0441\u043a\u0456\u0440\u043e\u045e\u043a\u0456 \u0431\u043e\u0442\u0430\u045e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041c\u044d\u0442\u0430\u0439 \u0448\u0442\u0443\u0447\u043d\u0430\u0433\u0430 \u045e\u0437\u043c\u0430\u0446\u043d\u0435\u043d\u043d\u044f \u043f\u0430\u043b\u044f\u0440\u044b\u0437\u0430\u0446\u044b\u0456 \u0434\u044b\u0441\u043a\u0443\u0441\u0456\u0456<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0414\u044b\u0441\u043a\u0440\u044d\u0434\u044b\u0442\u0430\u0446\u044b\u044f\u0439 \u0430\u043f\u0430\u0437\u0456\u0446\u044b\u0456 \u043f\u0440\u0430\u0437 \u043d\u0435\u0430\u0434\u043f\u0430\u0432\u0435\u0434\u043d\u0430\u0435 \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043d\u043d\u0435 \u043b\u043e\u0437\u0443\u043d\u0433\u0430\u045e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u044f\u045e\u043d\u0430\u0441\u0446\u044e \u0440\u043e\u0437\u043d\u044b\u0445 \u0430\u043f\u0435\u0440\u0430\u0442\u0430\u0440\u0430\u045e \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e \u0437 \u0441\u0443\u043f\u0440\u0430\u0446\u044c\u043b\u0435\u0433\u043b\u044b\u043c\u0456 \u043f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u044b\u043c\u0456 \u043c\u044d\u0442\u0430\u043c\u0456<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<strong>\u0412\u043e\u0431\u043b\u0430\u043a\u0430 \u0441\u043b\u043e\u045e<\/strong>\n<img class=\"alignnone size-full wp-image-3278\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_wordclouds.png\" alt=\"\" width=\"2841\" height=\"1461\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u043e\u0431\u043b\u0430\u043a\u0430 \u0441\u043b\u043e\u045e \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0443\u0435 \u0447\u0430\u0441\u0442\u0430\u0442\u0443 \u045e\u0436\u044b\u0432\u0430\u043d\u043d\u044f \u0430\u0441\u043e\u0431\u043d\u044b\u0445 \u0441\u043b\u043e\u045e \u0443 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u0430\u0445 \u0431\u043e\u0442\u0430\u045e.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u043d\u0430\u0437\u0456\u0440\u0430\u043d\u043d\u0456<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0439\u0431\u0443\u0439\u043d\u0435\u0439\u0448\u044b\u044f \u0441\u043b\u043e\u0432\u044b: \"\u0431\u0435\u043b\u0430\u0440\u0443\u0441\u0438\", \"\u0436\u044b\u0432\u0435\", \"\u0431\u0435\u043b\u0430\u0440\u0443\u0441\u044c\", \"\u043b\u0443\u043a\u0430\u0448\u0435\u043d\u043a\u043e\", \"\u0434\u0437\u044f\u043a\u0443\u0439\", \"\u0432\u044f\u043bi\u043ai\", \"\u0440\u043e\u0441\u0441\u0438\u044f\/\u0440\u043e\u0441\u0441\u0438\u0438\", \"\u0443\u043a\u0440\u0430i\u043d\u0435\/\u0443\u043a\u0440\u0430\u0438\u043d\u0435\", \"\u0441\u043b\u0430\u0432\u0430\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0437\u0456\u0440\u0430\u0435\u0446\u0446\u0430 \u043f\u0430\u043b\u044f\u0440\u044b\u0437\u0430\u0446\u044b\u044f \u043f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u044b\u0445 \u043d\u0430\u0440\u0430\u0442\u044b\u0432\u0430\u045e: \u0430\u0434\u043d\u0430\u0447\u0430\u0441\u043e\u0432\u0430 \u043f\u0440\u044b\u0441\u0443\u0442\u043d\u0456\u0447\u0430\u044e\u0446\u044c \u043f\u0440\u0430\u0434\u044d\u043c\u0430\u043a\u0440\u0430\u0442\u044b\u0447\u043d\u044b\u044f \u0431\u0435\u043b\u0430\u0440\u0443\u0441\u043a\u0456\u044f \u0456 \u045e\u043a\u0440\u0430\u0456\u043d\u0441\u043a\u0456\u044f \u043b\u043e\u0437\u0443\u043d\u0433\u0456, \u0430 \u0442\u0430\u043a\u0441\u0430\u043c\u0430 \u0442\u044d\u0440\u043c\u0456\u043d\u044b, \u044f\u043a\u0456\u044f \u043c\u043e\u0433\u0443\u0446\u044c \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u043e\u045e\u0432\u0430\u0446\u0446\u0430 \u045e \u043f\u0440\u0430\u0440\u0430\u0441\u0456\u0439\u0441\u043a\u0430\u0439 \u0440\u044b\u0442\u043e\u0440\u044b\u0446\u044b<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0417\u0430\u045e\u0432\u0430\u0436\u043d\u0430 \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043d\u043d\u0435 \u043d\u0435\u043a\u0430\u043b\u044c\u043a\u0456\u0445 \u043c\u043e\u045e: \u0440\u0443\u0441\u043a\u0430\u0439, \u0431\u0435\u043b\u0430\u0440\u0443\u0441\u043a\u0430\u0439, \u0443\u043a\u0440\u0430\u0456\u043d\u0441\u043a\u0430\u0439<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0440\u044b\u0441\u0443\u0442\u043d\u0456\u0447\u0430\u044e\u0446\u044c \u0441\u043f\u0430\u0441\u044b\u043b\u043a\u0456 \u043d\u0430 \u0433\u0456\u0441\u0442\u0430\u0440\u044b\u0447\u043d\u0443\u044e \u0456\u0434\u044d\u043d\u0442\u044b\u0447\u043d\u0430\u0441\u0446\u044c (\u0412\u041a\u041b, \u043bi\u0442\u0432i\u043d\u044b)<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0412\u044b\u0441\u043d\u043e\u0432\u044b<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0412\u043e\u0431\u043b\u0430\u043a\u0430 \u0441\u043b\u043e\u045e \u0434\u044d\u043c\u0430\u043d\u0441\u0442\u0440\u0443\u0435 \u043a\u0440\u0430\u0439\u043d\u044e\u044e \u043d\u0435\u0430\u0434\u043d\u0430\u0440\u043e\u0434\u043d\u0430\u0441\u0446\u044c \u043f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u0430\u0439 \u043d\u0430\u043a\u0456\u0440\u0430\u0432\u0430\u043d\u0430\u0441\u0446\u0456 \u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0443, \u044f\u043a\u0456 \u0441\u0442\u0432\u0430\u0440\u0430\u0435\u0446\u0446\u0430 \u0431\u043e\u0442\u0430\u043c\u0456<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u044f\u045e\u043b\u0435\u043d\u044b\u044f \u0431\u043e\u0442\u044b, \u0445\u0443\u0442\u0447\u044d\u0439 \u0437\u0430 \u045e\u0441\u0451, \u043a\u0430\u043d\u0442\u0440\u0430\u043b\u044e\u044e\u0446\u0446\u0430 \u0440\u043e\u0437\u043d\u044b\u043c\u0456 \u0430\u043f\u0435\u0440\u0430\u0442\u0430\u0440\u0430\u043c\u0456 \u0437 \u0440\u043e\u0437\u043d\u0430\u043d\u0430\u043a\u0456\u0440\u0430\u0432\u0430\u043d\u044b\u043c\u0456 \u043c\u044d\u0442\u0430\u043c\u0456<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u0430\u044f \u043d\u0430\u043a\u0456\u0440\u0430\u0432\u0430\u043d\u0430\u0441\u0446\u044c \u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0443 \u043d\u0435 \u043f\u0430\u0432\u0456\u043d\u043d\u0430 \u0431\u044b\u0446\u044c \u0444\u0430\u043a\u0442\u0430\u0440\u0430\u043c \u043f\u0440\u044b \u043a\u043b\u0430\u0441\u0456\u0444\u0456\u043a\u0430\u0446\u044b\u0456 \u0430\u043a\u0430\u045e\u043d\u0442\u0430\u045e \u044f\u043a \u0431\u043e\u0442\u0430\u045e<\/li>\n<\/ul>\n<strong>\u0410\u043d\u0430\u043b\u0456\u0437 \u0434\u0443\u0431\u043b\u0456\u0440\u0443\u044e\u0447\u044b\u0445\u0441\u044f \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e<\/strong>\n<img class=\"alignnone size-full wp-image-3279\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_duplicates.png\" alt=\"\" width=\"3372\" height=\"1617\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u044b\u044f \"Top Duplicate Comments\" \u0430\u0434\u043b\u044e\u0441\u0442\u0440\u043e\u045e\u0432\u0430\u0435 \u043d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u0447\u0430\u0441\u0442\u0430 \u043f\u0430\u045e\u0442\u0430\u0440\u0430\u043b\u044c\u043d\u044b\u044f \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u044b, \u043f\u0430\u043a\u0456\u043d\u0443\u0442\u044b\u044f \u0431\u043e\u0442\u0430\u043c\u0456.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u043d\u0430\u0437\u0456\u0440\u0430\u043d\u043d\u0456<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u0440\u0430\u0441\u043f\u0430\u045e\u0441\u044e\u0434\u0436\u0430\u043d\u044b\u044f \u0434\u0443\u0431\u043b\u0456\u043a\u0430\u0442\u044b: \"\u0414\u0437\u044f\u043a\u0443\u0439 \u0437\u0430 \u043f\u0440\u0430\u0446\u0443\" (~49), \"\u0416\u042b\u0412\u0415 \u0411\u0415\u041b\u0410\u0420\u0423\u0421\u042c\" (~43), \"\u041a\u0430\u043c\u0435\u043d\u0442\u0430\u0440 \u0434\u043b\u044f \u043f\u0440\u0430\u0441\u043e\u045e\u0432\u0430\u043d\u043d\u044f \u0440\u043e\u043bi\u043a\u0430 \u043f\u0430 \u042e\u0442\u0443\u0431\u0435 \u043f\u0430\u0432i\u043d\u0435\u043d \u0437...\" (~40)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u043b\u0443\u0447\u0430\u044e\u0446\u0446\u0430 \u0442\u044d\u043c\u0430\u0442\u044b\u0447\u043d\u044b\u044f \u043a\u0430\u0442\u044d\u0433\u043e\u0440\u044b\u0456 \u043f\u0430\u045e\u0442\u0430\u0440\u0430\u043b\u044c\u043d\u044b\u0445 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u044b\u044f \u0456 \u043f\u0430\u0442\u0440\u044b\u044f\u0442\u044b\u0447\u043d\u044b\u044f \u043b\u043e\u0437\u0443\u043d\u0433\u0456: \"\u0416\u042b\u0412\u0415 \u0411\u0415\u041b\u0410\u0420\u0423\u0421\u042c\", \"Slava Ukraini \u017divie Belarus\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041c\u0430\u0440\u043a\u0435\u0442\u044b\u043d\u0433\u0430\u0432\u044b\u044f \u0456 \u043f\u0440\u0430\u0441\u043e\u045e\u0432\u0430\u043d\u043a\u0430\u0432\u044b\u044f: \"\u041a\u0430\u043c\u0435\u043d\u0442\u0430\u0440 \u0434\u043b\u044f \u043f\u0440\u0430\u0441\u043e\u045e\u0432\u0430\u043d\u043d\u044f \u0440\u043e\u043bi\u043a\u0430 \u043f\u0430 \u042e\u0442\u0443\u0431\u0435 \u043f\u0430\u0432i\u043d\u0435\u043d \u0437...\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0430\u0434\u0437\u044f\u043a\u0456 \u0456 \u043f\u0440\u044b\u0432\u0456\u0442\u0430\u043d\u043d\u0456: \"\u0414\u0437\u044f\u043a\u0443\u0439 \u0437\u0430 \u043f\u0440\u0430\u0446\u0443\", \"\u0421\u043f\u0430\u0441\u0438\u0431\u043e \u0410\u0440\u0442\u0451\u043c\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u044d\u043b\u0456\u0433\u0456\u0439\u043d\u044b\u044f \u0456 \u043c\u0430\u0440\u0430\u043b\u044c\u043d\u0430-\u044d\u0442\u044b\u0447\u043d\u044b\u044f \u0432\u044b\u043a\u0430\u0437\u0432\u0430\u043d\u043d\u0456: \"\u0414\u0430\u0439 \u0435\u043c\u0443 \u0411\u043e\u0433 \u0442\u043e\u0433\u043e \u0447\u0435\u0433\u043e \u043e\u043d \u0437\u0430\u0441\u043b\u0443\u0436\u0438\u043b\"<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0437\u0456\u0440\u0430\u0435\u0446\u0446\u0430 \u043c\u043e\u045e\u043d\u0430\u044f \u0440\u0430\u0437\u043d\u0430\u0441\u0442\u0430\u0439\u043d\u0430\u0441\u0446\u044c: \u0431\u0435\u043b\u0430\u0440\u0443\u0441\u043a\u0430\u044f, \u0440\u0443\u0441\u043a\u0430\u044f, \u0443\u043a\u0440\u0430\u0456\u043d\u0441\u043a\u0430\u044f, \u0437\u043c\u0435\u0448\u0430\u043d\u0430\u044f<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0412\u044b\u0441\u043d\u043e\u0432\u044b<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u0441\u043e\u043a\u0430\u044f \u0447\u0430\u0441\u0442\u0430\u0442\u0430 \u0456\u0434\u044d\u043d\u0442\u044b\u0447\u043d\u044b\u0445 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0430\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u043d\u0430 \u043f\u0430\u0446\u0432\u044f\u0440\u0434\u0436\u0430\u0435 \u043f\u0440\u044b\u043c\u044f\u043d\u0435\u043d\u043d\u0435 \u0430\u045e\u0442\u0430\u043c\u0430\u0442\u044b\u0437\u0430\u0432\u0430\u043d\u044b\u0445 \u0456\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u045e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0414\u0443\u0431\u043b\u0456\u0440\u0443\u044e\u0447\u044b\u044f\u0441\u044f \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u044b \u0430\u0431\u0441\u043b\u0443\u0433\u043e\u045e\u0432\u0430\u044e\u0446\u044c \u0440\u043e\u0437\u043d\u044b\u044f \u043c\u044d\u0442\u044b: \u0430\u0434 \u043f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u0430\u0439 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u0434\u0430 \u043f\u0440\u0430\u0441\u043e\u045e\u0432\u0430\u043d\u043d\u044f \u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0443<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0435\u043a\u0430\u0442\u043e\u0440\u044b\u044f \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u044b \u043f\u0440\u0430\u043c\u0430 \u045e\u043a\u0430\u0437\u0432\u0430\u044e\u0446\u044c \u043d\u0430 \u0441\u0432\u0430\u044e \u043c\u0430\u0440\u043a\u0435\u0442\u044b\u043d\u0433\u0430\u0432\u0443\u044e \u043f\u0440\u044b\u0440\u043e\u0434\u0443 (\"\u0434\u043b\u044f \u043f\u0440\u0430\u0441\u043e\u045e\u0432\u0430\u043d\u043d\u044f \u0440\u043e\u043bi\u043a\u0430 \u043f\u0430 \u042e\u0442\u0443\u0431\u0435\")<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043d\u043d\u0435 \u043d\u0435\u043a\u0430\u043b\u044c\u043a\u0456\u0445 \u043c\u043e\u045e \u0443\u043a\u0430\u0437\u0432\u0430\u0435 \u043d\u0430 \u0456\u043c\u043a\u043d\u0435\u043d\u043d\u0435 \u0430\u0445\u0430\u043f\u0456\u0446\u044c \u0440\u043e\u0437\u043d\u044b\u044f \u0430\u045e\u0434\u044b\u0442\u043e\u0440\u044b\u0456<\/li>\n<\/ul>\n\u0427\u0430\u0441\u0430\u0432\u044b \u0430\u043d\u0430\u043b\u0456\u0437 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u0431\u043e\u0442\u0430\u045e\n\u0414\u044b\u043d\u0430\u043c\u0456\u043a\u0430 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u043f\u0430 \u0434\u043d\u044f\u0445\n<img class=\"align\n\n<img class=\"alignnone size-full wp-image-3281\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_timeline.png\" alt=\"\" width=\"3333\" height=\"1584\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u044b\u044f \"Bot Activity Over Time\" \u0430\u0434\u043b\u044e\u0441\u0442\u0440\u043e\u045e\u0432\u0430\u0435 \u0434\u044b\u043d\u0430\u043c\u0456\u043a\u0443 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u0431\u043e\u0442\u0430\u045e \u043d\u0430 \u043f\u0440\u0430\u0446\u044f\u0433\u0443 \u0441\u0430\u043a\u0430\u0432\u0456\u043a\u0430 2025 \u0433\u043e\u0434\u0430.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u043d\u0430\u0437\u0456\u0440\u0430\u043d\u043d\u0456<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041f\u0430\u0447\u0430\u0442\u0430\u043a \u043f\u0435\u0440\u044b\u044f\u0434\u0443 (1 \u0441\u0430\u043a\u0430\u0432\u0456\u043a\u0430): \u043f\u0440\u0430\u043a\u0442\u044b\u0447\u043d\u0430 \u043d\u0443\u043b\u044f\u0432\u0430\u044f \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u044c<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0425\u0443\u0442\u043a\u0456 \u0440\u043e\u0441\u0442 \u0443 \u043f\u0435\u0440\u0448\u044b\u044f \u0434\u043d\u0456 \u0441\u0430\u043a\u0430\u0432\u0456\u043a\u0430 \u0434\u0430 \u045e\u0437\u0440\u043e\u045e\u043d\u044e ~250-300 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0443 \u0434\u0437\u0435\u043d\u044c<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0410\u0434\u043d\u043e\u0441\u043d\u0430\u044f \u0441\u0442\u0430\u0431\u0456\u043b\u0456\u0437\u0430\u0446\u044b\u044f \u045e \u0441\u044f\u0440\u044d\u0434\u0437\u0456\u043d\u0435 \u043c\u0435\u0441\u044f\u0446\u0430 (300-400 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0448\u0442\u043e\u0434\u043d\u044f)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u044d\u0437\u043a\u0456 \u043f\u0456\u043a \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 26-27 \u0441\u0430\u043a\u0430\u0432\u0456\u043a\u0430 (~840 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0443 \u0434\u0437\u0435\u043d\u044c)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0430\u0435 \u0437\u043d\u0456\u0436\u044d\u043d\u043d\u0435 \u0434\u0430 \u043a\u0430\u043d\u0446\u0430 \u043c\u0435\u0441\u044f\u0446\u0430<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0421\u0443\u0432\u044f\u0437\u044c \u0437 \u043f\u0443\u0431\u043b\u0456\u043a\u0430\u0446\u044b\u044f\u0439 \u0432\u0456\u0434\u044d\u0430 \u043f\u0440\u0430 \u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0443<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u042d\u043a\u0441\u0442\u0440\u044d\u043c\u0430\u043b\u044c\u043d\u044b \u043f\u0456\u043a \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u043f\u0440\u044b\u0445\u043e\u0434\u0437\u0456\u0446\u0446\u0430 \u0434\u0430\u043a\u043b\u0430\u0434\u043d\u0430 \u043d\u0430 26 \u0441\u0430\u043a\u0430\u0432\u0456\u043a\u0430 2025 \u2014 \u0434\u0437\u0435\u043d\u044c \u043f\u0443\u0431\u043b\u0456\u043a\u0430\u0446\u044b\u0456 \u0432\u0456\u0434\u044d\u0430 \"\u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0430 \u043f\u0430\u043c\u0456\u0440\u0430\u0435 \u043d\u0430 \u0432\u0430\u0447\u0430\u0445 \u0456 \u043d\u0430\u0432\u0430\u0442 \u043d\u0435 \u043c\u043e\u0436\u0430 \u0441\u0430\u043c \u0430\u043f\u0440\u0430\u043d\u0443\u0446\u0446\u0430\" \u043a\u0430\u043d\u0430\u043b\u0430\u043c \u0411\u0415\u041b\u0421\u0410\u0422 Now<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0443\u0431\u043b\u0456\u043a\u0430\u0446\u044b\u044f \u0433\u044d\u0442\u0430\u0433\u0430 \u0432\u0456\u0434\u044d\u0430 \u0432\u044b\u043a\u043b\u0456\u043a\u0430\u043b\u0430 \u0431\u0435\u0441\u043f\u0440\u044d\u0446\u044d\u0434\u044d\u043d\u0442\u043d\u0443\u044e \u043c\u0430\u0431\u0456\u043b\u0456\u0437\u0430\u0446\u044b\u044e \u0431\u043e\u0442\u043d\u0435\u0442-\u0440\u044d\u0441\u0443\u0440\u0441\u0430\u045e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0430\u0432\u044b\u0448\u0430\u043d\u044b \u045e\u0437\u0440\u043e\u0432\u0435\u043d\u044c \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u0437\u0430\u0445\u043e\u045e\u0432\u0430\u045e\u0441\u044f \u043d\u0430 \u043f\u0440\u0430\u0446\u044f\u0433\u0443 \u043d\u0435\u043a\u0430\u043b\u044c\u043a\u0456\u0445 \u0434\u0437\u0451\u043d \u043f\u0430\u0441\u043b\u044f \u043f\u0443\u0431\u043b\u0456\u043a\u0430\u0446\u044b\u0456 \u0432\u0456\u0434\u044d\u0430<\/li>\n<\/ul>\n\u0420\u0430\u0437\u043c\u0435\u0440\u043a\u0430\u0432\u0430\u043d\u043d\u0435 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u043f\u0430 \u0433\u0430\u0434\u0437\u0456\u043d\u0430\u0445 \u0456 \u0434\u043d\u044f\u0445 \u0442\u044b\u0434\u043d\u044f\n<img class=\"alignnone size-full wp-image-3283\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_hours.png\" alt=\"\" width=\"3348\" height=\"1530\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0426\u0435\u043f\u043b\u0430\u0432\u0430\u044f \u043a\u0430\u0440\u0442\u0430 \"Bot Activity by Hour and Day\" \u0430\u0434\u043b\u044e\u0441\u0442\u0440\u043e\u045e\u0432\u0430\u0435 \u0440\u0430\u0437\u043c\u0435\u0440\u043a\u0430\u0432\u0430\u043d\u043d\u0435 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u0431\u043e\u0442\u0430\u045e \u043f\u0430 \u0433\u0430\u0434\u0437\u0456\u043d\u0430\u0445 \u0456 \u0434\u043d\u044f\u0445 \u0442\u044b\u0434\u043d\u044f.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u043d\u0430\u0437\u0456\u0440\u0430\u043d\u043d\u0456<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u0456\u043d\u0442\u044d\u043d\u0441\u0456\u045e\u043d\u0430\u044f \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u044c \u043d\u0430\u0437\u0456\u0440\u0430\u0435\u0446\u0446\u0430 \u045e \u043f\u0435\u0440\u044b\u044f\u0434 \u0437 6 \u0434\u0430 10 \u0433\u0430\u0434\u0437\u0456\u043d \u0456 \u0437 17 \u0434\u0430 20 \u0433\u0430\u0434\u0437\u0456\u043d \u043f\u0430 \u0413\u0440\u044b\u043d\u0432\u0456\u0447\u0443<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u0440\u0430\u0437\u043d\u0430 \u043f\u0440\u0430\u0441\u043e\u0447\u0432\u0430\u0435\u0446\u0446\u0430 \u0431\u0456\u043f\u0430\u043b\u044f\u0440\u043d\u044b \u0445\u0430\u0440\u0430\u043a\u0442\u0430\u0440 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u0437 \u0434\u0432\u0443\u043c\u0430 \u043f\u0456\u043a\u0430\u043c\u0456 (\u0440\u0430\u043d\u0456\u0448\u043d\u0456\u043c \u0456 \u0432\u044f\u0447\u044d\u0440\u043d\u0456\u043c)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u0430\u043d\u043d\u0456\u044f \u0440\u0430\u043d\u0456\u0448\u043d\u0456\u044f \u0433\u0430\u0434\u0437\u0456\u043d\u044b (0-4) \u0456 \u043f\u043e\u0437\u043d\u0456 \u0432\u0435\u0447\u0430\u0440 (22-23) \u0434\u044d\u043c\u0430\u043d\u0441\u0442\u0440\u0443\u044e\u0446\u044c \u043c\u0456\u043d\u0456\u043c\u0430\u043b\u044c\u043d\u0443\u044e \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u044c<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0440\u0430\u0446\u043e\u045e\u043d\u044b\u044f \u0434\u043d\u0456 \u043f\u0430\u043a\u0430\u0437\u0432\u0430\u044e\u0446\u044c \u0431\u043e\u043b\u044c\u0448 \u0441\u0442\u0430\u0431\u0456\u043b\u044c\u043d\u044b \u043f\u0430\u0442\u044d\u0440\u043d \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456, \u0447\u044b\u043c \u0432\u044b\u0445\u043e\u0434\u043d\u044b\u044f<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u0410\u043d\u0430\u043b\u0456\u0437 \u043f\u0440\u044b\u0432\u044f\u0437\u043a\u0456 \u0434\u0430 \u043f\u0440\u0430\u0446\u043e\u045e\u043d\u0430\u0433\u0430 \u0434\u043d\u044f<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0423\u043b\u0456\u0447\u0432\u0430\u044e\u0447\u044b, \u0448\u0442\u043e \u0447\u0430\u0441 \u043f\u0430\u0437\u043d\u0430\u0447\u0430\u043d\u044b \u043f\u0430 \u0413\u0440\u044b\u043d\u0432\u0456\u0447\u0443 (UTC+0), \u043f\u0456\u043a\u0456 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u045e 7-8 \u0456 18-19 \u0433\u0430\u0434\u0437\u0456\u043d \u0430\u0434\u043f\u0430\u0432\u044f\u0434\u0430\u044e\u0446\u044c 9-11 \u0440\u0430\u043d\u0456\u0446\u044b \u0456 20-22 \u0432\u0435\u0447\u0430\u0440\u0430 \u0432\u0430 \u0423\u0441\u0445\u043e\u0434\u043d\u044f\u0439 \u0415\u045e\u0440\u043e\u043f\u0435 (UTC+2\/+3)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0413\u044d\u0442\u044b\u044f \u043f\u0456\u043a\u0456 \u0432\u044b\u0440\u0430\u0437\u043d\u0430 \u0441\u0443\u043f\u0430\u0434\u0430\u044e\u0446\u044c \u0437 \u043f\u0430\u0447\u0430\u0442\u043a\u0430\u043c \u043f\u0440\u0430\u0446\u043e\u045e\u043d\u0430\u0433\u0430 \u0434\u043d\u044f \u0456 \u0432\u044f\u0447\u044d\u0440\u043d\u0456\u043c \u0447\u0430\u0441\u0430\u043c \u043f\u0430\u0441\u043b\u044f \u043f\u0440\u0430\u0446\u044b<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0430\u0442\u044d\u0440\u043d\u044b \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u043f\u0435\u0440\u0430\u043a\u0430\u043d\u0430\u045e\u0447\u0430 \u045e\u043a\u0430\u0437\u0432\u0430\u044e\u0446\u044c \u043d\u0430 \u0442\u043e\u0435, \u0448\u0442\u043e \u043a\u0456\u0440\u0430\u0432\u0430\u043d\u043d\u0435 \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u043c\u0456 \u0430\u0436\u044b\u0446\u0446\u044f\u045e\u043b\u044f\u0435\u0446\u0446\u0430 \u045e \u0430\u0434\u043f\u0430\u0432\u0435\u0434\u043d\u0430\u0441\u0446\u0456 \u0437 \u0437\u0432\u044b\u0447\u0430\u0439\u043d\u044b\u043c \u043f\u0440\u0430\u0446\u043e\u045e\u043d\u044b\u043c \u0433\u0440\u0430\u0444\u0456\u043a\u0430\u043c \u0432\u0430 \u0423\u0441\u0445\u043e\u0434\u043d\u044f\u0439 \u0415\u045e\u0440\u043e\u043f\u0435<\/li>\n<\/ul>\n\u0410\u043d\u0430\u043b\u0456\u0437 \u043c\u044d\u0442\u0430\u0432\u044b\u0445 \u0432\u0456\u0434\u044d\u0430\n<img class=\"alignnone size-full wp-image-3285\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_top20targeted.png\" alt=\"\" width=\"3408\" height=\"1539\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u044b\u044f \"Top 20 Videos Targeted by Bots\" \u0434\u044d\u043c\u0430\u043d\u0441\u0442\u0440\u0443\u0435 \u0432\u0456\u0434\u044d\u0430, \u044f\u043a\u0456\u044f \u043f\u0440\u044b\u0446\u044f\u0433\u043d\u0443\u043b\u0456 \u043d\u0430\u0439\u0431\u043e\u043b\u044c\u0448\u0443\u044e \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044c \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0430\u0434 \u0431\u043e\u0442\u0430\u045e.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u043d\u0430\u0437\u0456\u0440\u0430\u043d\u043d\u0456<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">17 \u0437 20 \u043d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u0430\u0442\u0430\u043a\u0430\u0432\u0430\u043d\u044b\u0445 \u0432\u0456\u0434\u044d\u0430 (85%) \u0443\u0442\u0440\u044b\u043c\u043b\u0456\u0432\u0430\u044e\u0446\u044c \u043f\u0440\u043e\u0437\u0432\u0456\u0448\u0447\u0430 \"\u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0430\" \u045e \u0437\u0430\u0433\u0430\u043b\u043e\u045e\u043a\u0443<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0410\u0431\u0441\u0430\u043b\u044e\u0442\u043d\u044b \u043b\u0456\u0434\u0430\u0440 \u043f\u0430 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u0431\u043e\u0442-\u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e (\u0431\u043e\u043b\u044c\u0448 \u0437\u0430 350) - \u0432\u0456\u0434\u044d\u0430 \"\u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0430 \u043f\u0430\u043c\u0456\u0440\u0430\u0435 \u043d\u0430 \u0432\u0430\u0447\u0430\u0445 \u0456 \u043d\u0430\u0432\u0430\u0442 \u043d\u0435 \u043c\u043e\u0436\u0430 \u0441\u0430\u043c \u0430\u043f\u0440\u0430\u043d\u0443\u0446\u0446\u0430\" \u0430\u0434 \u0411\u0415\u041b\u0421\u0410\u0422 Now<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u043b\u0443\u0447\u0430\u044e\u0446\u0446\u0430 \u0442\u044d\u043c\u0430\u0442\u044b\u0447\u043d\u044b\u044f \u0433\u0440\u0443\u043f\u044b \u0437\u0430\u0433\u0430\u043b\u043e\u045e\u043a\u0430\u045e:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0417\u0434\u0430\u0440\u043e\u045e\u0435 \u0456 \u0434\u0437\u0435\u044f\u0437\u0434\u043e\u043b\u044c\u043d\u0430\u0441\u0446\u044c: \"\u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0430 \u043f\u0430\u043c\u0456\u0440\u0430\u0435 \u043d\u0430 \u0432\u0430\u0447\u0430\u0445...\", \"\u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0430 \u045e \u041b\u042e\u0422\u0410\u0421\u0426\u0406\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041f\u0430\u0433\u0440\u043e\u0437\u0430 \u045e\u043b\u0430\u0434\u0437\u0435: \"\u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0443 \u0437\u0430\u0441\u0442\u0430\u043b\u043e\u0441\u044f \u0442\u0440\u044b \u0434\u043d\u0456\", \"\u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0430 \u0437\u043b\u0430\u043c\u0430\u045e \u0423\u0421\u0401 \u045e \u0411\u0435\u043b\u0430\u0440\u0443\u0441\u0456\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041a\u0430\u0440\u0443\u043f\u0446\u044b\u044f: \"\u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0430 \u0430\u0442\u0440\u044b\u043c\u0430\u045e \u0445\u0430\u0431\u0430\u0440!\"<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041c\u0456\u0436\u043d\u0430\u0440\u043e\u0434\u043d\u044b\u044f \u0430\u0434\u043d\u043e\u0441\u0456\u043d\u044b: \"\u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0430 \u043b\u044f\u0446\u0456\u0446\u044c \u043d\u0430 \u0434\u044b\u0432\u0430\u043d \u0434\u0430 \u041f\u0443\u0446\u0456\u043d\u0430\"<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0411\u043e\u043b\u044c\u0448\u0430\u0441\u0446\u044c \u0437\u0430\u0433\u0430\u043b\u043e\u045e\u043a\u0430\u045e \u043c\u0430\u044e\u0446\u044c \u0441\u0435\u043d\u0441\u0430\u0446\u044b\u0439\u043d\u044b \u0445\u0430\u0440\u0430\u043a\u0442\u0430\u0440 \u0437 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430\u043c\u0456 \u043a\u043b\u0456\u043a\u0431\u044d\u0439\u0442\u0443<\/li>\n<\/ul>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041f\u0440\u0430\u0432\u0435\u0440\u043a\u0430 \u0433\u0456\u043f\u043e\u0442\u044d\u0437\u044b<\/strong>: \u0414\u0430\u0434\u0437\u0435\u043d\u044b\u044f \u043f\u0430\u0446\u0432\u044f\u0440\u0434\u0436\u0430\u044e\u0446\u044c \u0433\u0456\u043f\u043e\u0442\u044d\u0437\u0443 \u0430\u0431 \u0442\u044b\u043c, \u0448\u0442\u043e \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043d\u043d\u0435 \u043f\u0440\u043e\u0437\u0432\u0456\u0448\u0447\u0430 \u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0456 \u045e \u043a\u043b\u0456\u043a\u0431\u044d\u0439\u0442\u043d\u044b\u0445 \u0437\u0430\u0433\u0430\u043b\u043e\u045e\u043a\u0430\u0445 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u0456 \u043f\u0430\u0432\u044f\u043b\u0456\u0447\u0432\u0430\u0435 \u0430\u0440\u0433\u0430\u043d\u0456\u0447\u043d\u0443\u044e \u045e\u0446\u044f\u0433\u043d\u0443\u0442\u0430\u0441\u0446\u044c, \u0430\u043b\u0435 \u0456 \u043f\u0440\u0430\u0432\u0430\u043a\u0443\u0435 \u043c\u0430\u0448\u0442\u0430\u0431\u043d\u044b\u044f \"\u043d\u0430\u0431\u0435\u0433\u0456 \u0431\u043e\u0442\u0430\u045e\". \u0410\u0441\u0430\u0431\u043b\u0456\u0432\u0430 \u044f\u0441\u043a\u0440\u0430\u0432\u0430 \u0433\u044d\u0442\u0430 \u043f\u0440\u0430\u044f\u045e\u043b\u044f\u0435\u0446\u0446\u0430 \u0434\u043b\u044f \u0441\u0430\u043c\u044b\u0445 \u043f\u0440\u0430\u0432\u0430\u043a\u0430\u0446\u044b\u0439\u043d\u044b\u0445 \u0437\u0430\u0433\u0430\u043b\u043e\u045e\u043a\u0430\u045e.<\/p>\n<img class=\"alignnone size-full wp-image-3286\" src=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/BY_YT_botnet_targets.png\" alt=\"\" width=\"3329\" height=\"1573\" \/>\n<p class=\"whitespace-pre-wrap break-words\">\u0412\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u044b\u044f <a href=\"https:\/\/factcheck.lt\/wp-content\/uploads\/2025\/04\/bot_activity_per_video.html\">\"Bot Activity per Video\"<\/a> \u0430\u0434\u043b\u044e\u0441\u0442\u0440\u043e\u045e\u0432\u0430\u0435 \u0441\u0443\u0430\u0434\u043d\u043e\u0441\u0456\u043d\u044b \u043f\u0430\u043c\u0456\u0436 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044e \u0443\u043d\u0456\u043a\u0430\u043b\u044c\u043d\u044b\u0445 \u0431\u043e\u0442\u0430\u045e, \u044f\u043a\u0456\u044f \u043a\u0430\u043c\u0435\u043d\u0442\u0443\u044e\u0446\u044c \u0432\u0456\u0434\u044d\u0430, \u0430\u0433\u0443\u043b\u044c\u043d\u0430\u0439 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044e \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0430\u0434 \u0431\u043e\u0442\u0430\u045e \u0456 \u0441\u044f\u0440\u044d\u0434\u043d\u0456\u043c \u043b\u0456\u043a\u0430\u043c \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u043d\u0430 \u0430\u0434\u043d\u0430\u0433\u043e \u0431\u043e\u0442\u0430.<\/p>\n<p class=\"whitespace-pre-wrap break-words\"><strong>\u041a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u043d\u0430\u0437\u0456\u0440\u0430\u043d\u043d\u0456<\/strong>:<\/p>\n\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0411\u043e\u043b\u044c\u0448\u0430\u0441\u0446\u044c \u0432\u0456\u0434\u044d\u0430 \u043f\u0440\u044b\u0446\u044f\u0433\u0432\u0430\u044e\u0446\u044c \u0430\u0434\u043d\u043e\u0441\u043d\u0430 \u043d\u0435\u0432\u044f\u043b\u0456\u043a\u0443\u044e \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044c \u0431\u043e\u0442\u0430\u045e (\u0434\u0430 25 \u0443\u043d\u0456\u043a\u0430\u043b\u044c\u043d\u044b\u0445 \u0431\u043e\u0442\u0430\u045e)<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0439\u0431\u043e\u043b\u044c\u0448 \u0437\u0430\u045e\u0432\u0430\u0436\u043d\u044b \u0432\u044b\u043a\u0456\u0434 - \u0432\u0456\u0434\u044d\u0430 \"\u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0430 \u043f\u0430\u043c\u0456\u0440\u0430\u0435 \u043d\u0430 \u0432\u0430\u0447\u0430\u0445 \u0456 \u043d\u0430\u0432\u0430\u0442 \u043d\u0435 \u043c\u043e\u0436\u0430 \u0441\u0430\u043c \u0430\u043f\u0440\u0430\u043d\u0443\u0446\u0446\u0430\", \u044f\u043a\u043e\u0435 \u043f\u0440\u044b\u0446\u044f\u0433\u043d\u0443\u043b\u0430 58 \u0443\u043d\u0456\u043a\u0430\u043b\u044c\u043d\u044b\u0445 \u0431\u043e\u0442\u0430\u045e, \u044f\u043a\u0456\u044f \u043f\u0430\u043a\u0456\u043d\u0443\u043b\u0456 344 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u0430<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u044f\u045e\u043b\u044f\u044e\u0446\u0446\u0430 \u0440\u043e\u0437\u043d\u044b\u044f \u0441\u0442\u0440\u0430\u0442\u044d\u0433\u0456\u0456 \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043d\u043d\u044f \u0431\u043e\u0442\u0430\u045e:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041c\u0430\u0441\u0456\u0440\u0430\u0432\u0430\u043d\u0430\u044f \u0430\u0442\u0430\u043a\u0430 - \u043f\u0440\u044b\u0446\u044f\u0433\u043d\u0435\u043d\u043d\u0435 \u0432\u044f\u043b\u0456\u043a\u0430\u0439 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u0431\u043e\u0442\u0430\u045e \u0434\u0430 \u0430\u0434\u043d\u0430\u0433\u043e \u0432\u0456\u0434\u044d\u0430<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0406\u043d\u0442\u044d\u043d\u0441\u0456\u045e\u043d\u0430\u044f \u0430\u0442\u0430\u043a\u0430 - \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043d\u043d\u0435 \u043d\u0435\u0432\u044f\u043b\u0456\u043a\u0430\u0439 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u0431\u043e\u0442\u0430\u045e, \u044f\u043a\u0456\u044f \u043f\u0430\u043a\u0456\u0434\u0430\u044e\u0446\u044c \u043d\u0435\u043f\u0440\u0430\u043f\u0430\u0440\u0446\u044b\u0439\u043d\u0430 \u0432\u044f\u043b\u0456\u043a\u0443\u044e \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044c \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u0430\u0437\u043c\u0435\u0440\u043a\u0430\u0432\u0430\u043d\u0430\u044f \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u044c - \u0443\u043c\u0435\u0440\u0430\u043d\u0430\u044f \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u044c \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0430\u0434 \u0443\u043c\u0435\u0440\u0430\u043d\u0430\u0439 \u043a\u043e\u043b\u044c\u043a\u0430\u0441\u0446\u0456 \u0431\u043e\u0442\u0430\u045e<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u041a\u043b\u044e\u0447\u0430\u0432\u044b\u044f \u0432\u044b\u0441\u043d\u043e\u0432\u044b \u0456 \u0440\u044d\u043a\u0430\u043c\u0435\u043d\u0434\u0430\u0446\u044b\u0456<\/h3>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">\u0410\u0433\u0443\u043b\u044c\u043d\u044b\u044f \u0432\u044b\u0441\u043d\u043e\u0432\u044b<\/h3>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>\u041c\u0430\u0448\u0442\u0430\u0431 \u0456 \u045e\u043f\u043b\u044b\u045e \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e<\/strong>: \u0414\u0430\u0441\u043b\u0435\u0434\u0430\u0432\u0430\u043d\u043d\u0435 \u0432\u044b\u044f\u0432\u0456\u043b\u0430 \u0437\u043d\u0430\u0447\u043d\u0443\u044e \u043f\u0440\u044b\u0441\u0443\u0442\u043d\u0430\u0441\u0446\u044c \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e \u0443 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u0430\u0445 \u0434\u0430 \u0432\u0456\u0434\u044d\u0430\u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0443. \u041d\u044f\u0433\u043b\u0435\u0434\u0437\u044f\u0447\u044b \u043d\u0430 \u0442\u043e\u0435, \u0448\u0442\u043e \u0431\u043e\u0442\u044b \u0441\u043a\u043b\u0430\u043b\u0456 \u043c\u0435\u043d\u0448 \u0437\u0430 1% \u0430\u043a\u0430\u045e\u043d\u0442\u0430\u045e, \u044f\u043d\u044b \u0433\u0435\u043d\u0435\u0440\u0430\u0432\u0430\u043b\u0456 11,6% \u0443\u0441\u0456\u0445 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0456 \u0430\u0445\u043e\u043f\u043b\u0456\u0432\u0430\u043b\u0456 \u0430\u043c\u0430\u043b\u044c 40% \u0432\u0456\u0434\u044d\u0430.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0420\u0430\u0437\u043d\u0430\u0440\u043e\u0434\u043d\u0430\u0441\u0446\u044c \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e<\/strong>: \u0412\u044b\u044f\u045e\u043b\u0435\u043d\u044b \u0440\u043e\u0437\u043d\u044b\u044f \u0442\u044b\u043f\u044b \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e \u0437 \u0440\u043e\u0437\u043d\u044b\u043c\u0456 \u0441\u0442\u0440\u0430\u0442\u044d\u0433\u0456\u044f\u043c\u0456, \u043c\u044d\u0442\u0430\u043c\u0456 \u0456 \u045e\u0437\u0440\u043e\u045e\u043d\u044f\u043c\u0456 \u0441\u0430\u0444\u0456\u0441\u0442\u044b\u043a\u0430\u0446\u044b\u0456. \u041a\u043b\u0430\u0441\u0442\u044d\u0440\u044b\u0437\u0430\u0446\u044b\u044f \u0432\u044b\u044f\u0432\u0456\u043b\u0430 \u044f\u043a \u043c\u0456\u043d\u0456\u043c\u0443\u043c 7 \u0440\u043e\u0437\u043d\u044b\u0445 \u0433\u0440\u0443\u043f \u0431\u043e\u0442\u0430\u045e \u0437 \u0443\u043d\u0456\u043a\u0430\u043b\u044c\u043d\u044b\u043c\u0456 \u0445\u0430\u0440\u0430\u043a\u0442\u0430\u0440\u044b\u0441\u0442\u044b\u043a\u0430\u043c\u0456.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u041f\u0440\u0430\u0444\u0435\u0441\u0456\u0439\u043d\u044b \u0445\u0430\u0440\u0430\u043a\u0442\u0430\u0440 \u0430\u043f\u0435\u0440\u0430\u0446\u044b\u0439<\/strong>: \u0427\u0430\u0441\u0430\u0432\u044b\u044f \u043f\u0430\u0442\u044d\u0440\u043d\u044b \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u045e\u043a\u0430\u0437\u0432\u0430\u044e\u0446\u044c \u043d\u0430 \u0442\u043e\u0435, \u0448\u0442\u043e \u0437\u0430 \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u043c\u0456 \u0441\u0442\u0430\u044f\u0446\u044c \u0430\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0432\u0430\u043d\u044b\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b, \u044f\u043a\u0456\u044f \u043f\u0440\u0430\u0446\u0443\u044e\u0446\u044c \u043f\u0430 \u0440\u044d\u0433\u0443\u043b\u044f\u0440\u043d\u044b\u043c \u043f\u0440\u0430\u0446\u043e\u045e\u043d\u044b\u043c \u0433\u0440\u0430\u0444\u0456\u043a\u0443, \u0445\u0430\u0440\u0430\u043a\u0442\u044d\u0440\u043d\u0430\u043c\u0443 \u0434\u043b\u044f \u0423\u0441\u0445\u043e\u0434\u043d\u044f\u0439 \u0415\u045e\u0440\u043e\u043f\u044b.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0420\u043e\u0437\u043d\u0430\u043d\u0430\u043a\u0456\u0440\u0430\u0432\u0430\u043d\u0430\u044f \u043f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u0430\u044f \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u044c<\/strong>: \u0410\u043d\u0430\u043b\u0456\u0437 \u0437\u043c\u0435\u0441\u0442\u0443 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0432\u044b\u044f\u0432\u0456\u045e \u0437\u0434\u0437\u0456\u045e\u043b\u044f\u043b\u044c\u043d\u0443\u044e \u0440\u0430\u0437\u043d\u0430\u0441\u0442\u0430\u0439\u043d\u0430\u0441\u0446\u044c \u043f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u044b\u0445 \u043d\u0430\u0440\u0430\u0442\u044b\u0432\u0430\u045e - \u0430\u0434 \u043f\u0440\u0430\u0431\u0435\u043b\u0430\u0440\u0443\u0441\u043a\u0456\u0445 \u0456 \u043f\u0440\u0430\u045e\u043a\u0440\u0430\u0456\u043d\u0441\u043a\u0456\u0445 \u0434\u0430 \u043f\u0440\u0430\u0440\u0430\u0441\u0456\u0439\u0441\u043a\u0456\u0445. \u0413\u044d\u0442\u0430 \u045e\u043a\u0430\u0437\u0432\u0430\u0435 \u043d\u0430 \u043d\u0430\u044f\u045e\u043d\u0430\u0441\u0446\u044c \u0440\u043e\u0437\u043d\u044b\u0445 \u0430\u043f\u0435\u0440\u0430\u0442\u0430\u0440\u0430\u045e \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e \u0437 \u0440\u043e\u0437\u043d\u044b\u043c\u0456 \u043f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u044b\u043c\u0456 \u043c\u044d\u0442\u0430\u043c\u0456.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0422\u0430\u0440\u0433\u0435\u0442\u0430\u0432\u0430\u043d\u043d\u0435 \u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0443<\/strong>: \u0411\u043e\u0442\u043d\u0435\u0442\u044b \u0434\u044d\u043c\u0430\u043d\u0441\u0442\u0440\u0443\u044e\u0446\u044c \u044f\u045e\u043d\u0443\u044e \u043f\u0435\u0440\u0430\u0432\u0430\u0433\u0443 \u0432\u0456\u0434\u044d\u0430 \u0437 \u0441\u0435\u043d\u0441\u0430\u0446\u044b\u0439\u043d\u044b\u043c\u0456 \u0437\u0430\u0433\u0430\u043b\u043e\u045e\u043a\u0430\u043c\u0456, \u044f\u043a\u0456\u044f \u0437\u043c\u044f\u0448\u0447\u0430\u044e\u0446\u044c \u0456\u043c\u044f \u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0456, \u0448\u0442\u043e \u043f\u0430\u0446\u0432\u044f\u0440\u0434\u0436\u0430\u0435 \u0433\u0456\u043f\u043e\u0442\u044d\u0437\u0443 \u0430\u0431 \u0443\u0437\u0430\u0435\u043c\u0430\u0441\u0443\u0432\u044f\u0437\u0456 \u043f\u0430\u043c\u0456\u0436 \u043a\u043b\u0456\u043a\u0431\u044d\u0439\u0442\u043d\u044b\u043c\u0456 \u0437\u0430\u0433\u0430\u043b\u043e\u045e\u043a\u0430\u043c\u0456 \u0456 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u044e \u0431\u043e\u0442\u0430\u045e.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u041a\u0430\u0430\u0440\u0434\u044b\u043d\u0430\u0446\u044b\u044f \u0434\u0437\u0435\u044f\u043d\u043d\u044f\u045e<\/strong>: \u041d\u0430\u0437\u0456\u0440\u0430\u0435\u0446\u0446\u0430 \u0437\u043d\u0430\u0447\u043d\u0430\u044f \u043a\u0430\u0430\u0440\u0434\u044b\u043d\u0430\u0446\u044b\u044f \u043f\u0430\u043c\u0456\u0436 \u0431\u043e\u0442\u0430\u043c\u0456, \u0430\u0441\u0430\u0431\u043b\u0456\u0432\u0430 \u045e \u0432\u044b\u043f\u0430\u0434\u043a\u0430\u0445 \u0440\u044d\u0430\u0433\u0430\u0432\u0430\u043d\u043d\u044f \u043d\u0430 \u0432\u0430\u0436\u043d\u044b\u044f \u0456\u043d\u0444\u0430\u0440\u043c\u0430\u0446\u044b\u0439\u043d\u044b\u044f \u043d\u0430\u0433\u043e\u0434\u044b, \u0442\u0430\u043a\u0456\u044f \u044f\u043a \u043f\u0443\u0431\u043b\u0456\u043a\u0430\u0446\u044b\u044f \u0432\u0456\u0434\u044d\u0430 \u043f\u0440\u0430 \u0441\u0442\u0430\u043d \u0437\u0434\u0430\u0440\u043e\u045e\u044f \u041b\u0443\u043a\u0430\u0448\u044d\u043d\u043a\u0456.<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u042d\u0432\u0430\u043b\u044e\u0446\u044b\u044f \u0442\u0430\u043a\u0442\u044b\u043a<\/strong>: \u0412\u044b\u044f\u045e\u043b\u0435\u043d\u0430 \u0430\u0434\u0432\u0430\u0440\u043e\u0442\u043d\u0430\u044f \u0437\u0430\u043b\u0435\u0436\u043d\u0430\u0441\u0446\u044c \u043f\u0430\u043c\u0456\u0436 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u044e \u0431\u043e\u0442\u0430\u045e \u0456 \u0456\u0445 \"\u0432\u0456\u0434\u0430\u0432\u043e\u0447\u043d\u0430\u0441\u0446\u044e\" (bot score), \u0448\u0442\u043e \u045e\u043a\u0430\u0437\u0432\u0430\u0435 \u043d\u0430 \u044d\u0432\u0430\u043b\u044e\u0446\u044b\u044e \u0442\u0430\u043a\u0442\u044b\u043a \u0431\u043e\u0442\u0430\u045e \u0434\u043b\u044f \u043f\u0430\u0437\u0431\u044f\u0433\u0430\u043d\u043d\u044f \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u044f.<\/li>\n<\/ol>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">\u041f\u0440\u0430\u043a\u0442\u044b\u0447\u043d\u044b\u044f \u0440\u044d\u043a\u0430\u043c\u0435\u043d\u0434\u0430\u0446\u044b\u0456<\/h3>\n<ol class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-decimal space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\"><strong>\u0414\u043b\u044f \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430\u045e \u0456 \u043c\u0430\u0434\u044d\u0440\u0430\u0442\u0430\u0440\u0430\u045e<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0423\u043a\u0430\u0440\u0430\u043d\u0456\u0446\u044c \u0448\u043c\u0430\u0442\u0443\u0437\u0440\u043e\u045e\u043d\u0435\u0432\u0443\u044e \u0441\u0456\u0441\u0442\u044d\u043c\u0443 \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u044f \u0431\u043e\u0442\u0430\u045e, \u044f\u043a\u0430\u044f \u045e\u043b\u0456\u0447\u0432\u0430\u0435 \u044f\u043a \u043f\u0430\u0432\u043e\u0434\u0437\u0456\u043d\u043d\u044b\u044f \u0445\u0430\u0440\u0430\u043a\u0442\u0430\u0440\u044b\u0441\u0442\u044b\u043a\u0456, \u0442\u0430\u043a \u0456 \u0441\u0435\u0442\u043a\u0430\u0432\u044b\u044f \u045e\u0437\u0430\u0435\u043c\u0430\u0441\u0443\u0432\u044f\u0437\u0456<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0417\u0432\u044f\u0440\u043d\u0443\u0446\u044c \u0430\u0441\u0430\u0431\u043b\u0456\u0432\u0443\u044e \u045e\u0432\u0430\u0433\u0443 \u043d\u0430 \u0432\u0456\u0434\u044d\u0430 \u0437 \u0432\u044b\u0441\u043e\u043a\u0430\u0439 \u043a\u0430\u043d\u0446\u044d\u043d\u0442\u0440\u0430\u0446\u044b\u044f\u0439 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u0430\u0434 \u043f\u0430\u0434\u0430\u0437\u0440\u043e\u043d\u044b\u0445 \u0430\u043a\u0430\u045e\u043d\u0442\u0430\u045e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u041d\u0430\u0434\u0430\u0432\u0430\u0446\u044c \u043f\u0430\u0432\u044b\u0448\u0430\u043d\u0443\u044e \u045e\u0432\u0430\u0433\u0443 \u0430\u043a\u0430\u045e\u043d\u0442\u0430\u043c \u0437 \u0442\u044b\u043f\u043e\u0432\u044b\u043c\u0456 \u0434\u043b\u044f \u0431\u043e\u0442\u0430\u045e \u043f\u0430\u0442\u044d\u0440\u043d\u0430\u043c\u0456 \u043d\u0430\u0439\u043c\u0435\u043d\u043d\u044f<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0410\u0434\u0441\u043e\u0447\u0432\u0430\u0446\u044c \u0441\u0456\u043d\u0445\u0440\u0430\u043d\u0456\u0437\u0430\u0432\u0430\u043d\u0443\u044e \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u044c \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0432\u0430\u043d\u043d\u044f \u044f\u043a \u043f\u0440\u044b\u043a\u043c\u0435\u0442\u0443 \u043a\u0430\u0430\u0440\u0434\u044b\u043d\u0430\u0432\u0430\u043d\u044b\u0445 \u0434\u0437\u0435\u044f\u043d\u043d\u044f\u045e<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0414\u043b\u044f \u0441\u0442\u0432\u0430\u0440\u0430\u043b\u044c\u043d\u0456\u043a\u0430\u045e \u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0443<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u0423\u0441\u0432\u0435\u0434\u0430\u043c\u043b\u044f\u0446\u044c, \u0448\u0442\u043e \u0432\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043d\u043d\u0435 \u043a\u043b\u0456\u043a\u0431\u044d\u0439\u0442\u043d\u044b\u0445 \u0437\u0430\u0433\u0430\u043b\u043e\u045e\u043a\u0430\u045e \u0437 \u0443\u0437\u0433\u0430\u0434\u0432\u0430\u043d\u043d\u0435\u043c \u043f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u044b\u0445 \u0444\u0456\u0433\u0443\u0440 \u043f\u0440\u044b\u0446\u044f\u0433\u0432\u0430\u0435 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u0456 \u0430\u0440\u0433\u0430\u043d\u0456\u0447\u043d\u044b\u0445 \u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043b\u044c\u043d\u0456\u043a\u0430\u045e, \u0430\u043b\u0435 \u0456 \u0431\u043e\u0442\u0430\u045e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0423\u043b\u0456\u0447\u0432\u0430\u0446\u044c, \u0448\u0442\u043e \u0432\u044b\u0441\u043e\u043a\u0456\u044f \u043f\u0430\u043a\u0430\u0437\u0447\u044b\u043a\u0456 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0432\u0430\u043d\u043d\u044f \u043c\u043e\u0433\u0443\u0446\u044c \u0431\u044b\u0446\u044c \u0432\u044b\u043d\u0456\u043a\u0430\u043c \u0431\u043e\u0442\u043d\u0435\u0442-\u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456, \u0430 \u043d\u0435 \u0440\u044d\u0430\u043b\u044c\u043d\u0430\u0433\u0430 \u0456\u043d\u0442\u0430\u0440\u044d\u0441\u0443 \u0430\u045e\u0434\u044b\u0442\u043e\u0440\u044b\u0456<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0420\u0430\u0437\u0433\u043b\u0435\u0434\u0437\u0435\u0446\u044c \u043c\u0430\u0433\u0447\u044b\u043c\u0430\u0441\u0446\u044c \u0431\u043e\u043b\u044c\u0448 \u0441\u0442\u0440\u043e\u0433\u0430\u0439 \u043c\u0430\u0434\u044d\u0440\u0430\u0446\u044b\u0456 \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u043f\u0430\u0434 \u0430\u0434\u0447\u0443\u0432\u0430\u043b\u044c\u043d\u044b\u043c \u043f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u044b\u043c \u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0430\u043c<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0414\u043b\u044f \u0434\u0430\u0441\u043b\u0435\u0434\u0447\u044b\u043a\u0430\u045e<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041f\u0440\u044b\u043c\u044f\u043d\u044f\u0446\u044c \u043a\u043e\u043c\u043f\u043b\u0435\u043a\u0441\u043d\u044b \u043f\u0430\u0434\u044b\u0445\u043e\u0434 \u0434\u0430 \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u044f \u0431\u043e\u0442\u0430\u045e, \u044f\u043a\u0456 \u0441\u043f\u0430\u043b\u0443\u0447\u0430\u0435 \u0430\u043d\u0430\u043b\u0456\u0437 \u043f\u0430\u0432\u043e\u0434\u0437\u0456\u043d, \u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0443 \u0456 \u0441\u0435\u0442\u043a\u0430\u0432\u044b\u0445 \u0441\u0443\u0432\u044f\u0437\u044f\u045e<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0423\u043b\u0456\u0447\u0432\u0430\u0446\u044c, \u0448\u0442\u043e \u043f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u0430\u044f \u043d\u0430\u043a\u0456\u0440\u0430\u0432\u0430\u043d\u0430\u0441\u0446\u044c \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u043e\u045e \u043d\u0435 \u0437'\u044f\u045e\u043b\u044f\u0435\u0446\u0446\u0430 \u043d\u0430\u0434\u0437\u0435\u0439\u043d\u044b\u043c \u0456\u043d\u0434\u044b\u043a\u0430\u0442\u0430\u0440\u0430\u043c \u0431\u043e\u0442\u043d\u0435\u0442-\u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0412\u044b\u043a\u0430\u0440\u044b\u0441\u0442\u043e\u045e\u0432\u0430\u0446\u044c \u0447\u0430\u0441\u0430\u0432\u044b \u0430\u043d\u0430\u043b\u0456\u0437 \u0434\u043b\u044f \u0432\u044b\u044f\u045e\u043b\u0435\u043d\u043d\u044f \u0430\u043d\u0430\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u0443\u0441\u043f\u043b\u0451\u0441\u043a\u0430\u045e \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456, \u0437\u0432\u044f\u0437\u0430\u043d\u044b\u0445 \u0437 \u043a\u0430\u043d\u043a\u0440\u044d\u0442\u043d\u044b\u043c\u0456 \u0456\u043d\u0444\u0430\u0440\u043c\u0430\u0446\u044b\u0439\u043d\u044b\u043c\u0456 \u043d\u0430\u0433\u043e\u0434\u0430\u043c\u0456<\/li>\n<\/ul>\n<\/li>\n \t<li class=\"whitespace-normal break-words\"><strong>\u0414\u043b\u044f \u043a\u0430\u0440\u044b\u0441\u0442\u0430\u043b\u044c\u043d\u0456\u043a\u0430\u045e<\/strong>:\n<ul class=\"[&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc space-y-1.5 pl-7\">\n \t<li class=\"whitespace-normal break-words\">\u041a\u0440\u044b\u0442\u044b\u0447\u043d\u0430 \u0430\u0446\u044d\u043d\u044c\u0432\u0430\u0446\u044c \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u044b \u043f\u0430\u0434 \u043f\u0430\u043b\u0456\u0442\u044b\u0447\u043d\u044b\u043c \u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0430\u043c, \u0430\u0441\u0430\u0431\u043b\u0456\u0432\u0430 \u043f\u0430\u0434 \u0432\u0456\u0434\u044d\u0430 \u0437 \u0441\u0435\u043d\u0441\u0430\u0446\u044b\u0439\u043d\u044b\u043c\u0456 \u0437\u0430\u0433\u0430\u043b\u043e\u045e\u043a\u0430\u043c\u0456<\/li>\n \t<li class=\"whitespace-normal break-words\">\u0417\u0432\u044f\u0440\u0442\u0430\u0446\u044c \u0443\u0432\u0430\u0433\u0443 \u043d\u0430 \u043f\u0440\u044b\u043a\u043c\u0435\u0442\u044b \u043f\u0430\u0442\u044d\u043d\u0446\u044b\u0439\u043d\u0430 \u0430\u045e\u0442\u0430\u043c\u0430\u0442\u044b\u0437\u0430\u0432\u0430\u043d\u0430\u0439 \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456: \u0430\u0434\u043d\u0430\u0442\u044b\u043f\u043d\u044b\u044f \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u044b, \u0448\u0430\u0431\u043b\u043e\u043d\u043d\u044b\u044f \u0432\u044b\u0440\u0430\u0437\u044b, \u043d\u0435\u0442\u044b\u043f\u043e\u0432\u044b\u044f \u043f\u0430\u0442\u044d\u0440\u043d\u044b \u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3 class=\"text-lg font-bold text-text-100 mt-1 -mb-1.5\">\u0417\u0430\u043a\u043b\u044e\u0447\u044d\u043d\u043d\u0435<\/h3>\n<p class=\"whitespace-pre-wrap break-words\">\u041f\u0440\u0430\u0432\u0435\u0434\u0437\u0435\u043d\u0430\u0435 \u0434\u0430\u0441\u043b\u0435\u0434\u0430\u0432\u0430\u043d\u043d\u0435 \u0434\u044d\u043c\u0430\u043d\u0441\u0442\u0440\u0443\u0435 \u0441\u043a\u043b\u0430\u0434\u0430\u043d\u0430\u0441\u0446\u044c \u0456 \u0448\u043c\u0430\u0442\u0433\u0440\u0430\u043d\u043d\u0430\u0441\u0446\u044c \u043f\u0440\u0430\u0431\u043b\u0435\u043c\u044b \u0431\u043e\u0442\u043d\u0435\u0442-\u0430\u043a\u0442\u044b\u045e\u043d\u0430\u0441\u0446\u0456 \u045e \u043a\u0430\u043c\u0435\u043d\u0442\u0430\u0440\u0430\u0445 \u0434\u0430 \u0432\u0456\u0434\u044d\u0430\u043a\u0430\u043d\u0442\u044d\u043d\u0442\u0443. \u0412\u044b\u044f\u045e\u043b\u0435\u043d\u044b\u044f \u043f\u0430\u0442\u044d\u0440\u043d\u044b \u045e\u043a\u0430\u0437\u0432\u0430\u044e\u0446\u044c \u043d\u0430 \u0432\u044b\u0441\u043e\u043a\u0456 \u045e\u0437\u0440\u043e\u0432\u0435\u043d\u044c \u0430\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u044b\u0456 \u0456 \u043a\u0430\u0430\u0440\u0434\u044b\u043d\u0430\u0446\u044b\u0456 \u0431\u043e\u0442\u043d\u0435\u0442\u0430\u045e, \u0456\u0445 \u0437\u0434\u043e\u043b\u044c\u043d\u0430\u0441\u0446\u044c \u0445\u0443\u0442\u043a\u0430 \u043c\u0430\u0431\u0456\u043b\u0456\u0437\u0430\u0432\u0430\u0446\u0446\u0430 \u045e \u0430\u0434\u043a\u0430\u0437 \u043d\u0430 \u0437\u043d\u0430\u0447\u043d\u044b\u044f \u0456\u043d\u0444\u0430\u0440\u043c\u0430\u0446\u044b\u0439\u043d\u044b\u044f \u043d\u0430\u0433\u043e\u0434\u044b, \u0430 \u0442\u0430\u043a\u0441\u0430\u043c\u0430 \u043d\u0430 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