Bot comments Report October 2025
The dataset of toxic bot comments detected in October 2025, spanning from October 01 to October 31, included over over 9.5K English messages (n=9,703). The average toxicity score is 0.25, which is quite low. However, there is a notable peak (2 × SD) on October 02, 2025 (see the list of events that could have influenced it). About 350 messages (4%) are very toxic, with a score > 0.8.
Toxicity often involved Religion (15%), Politics, Racism and/or hatred of Jews.
Threatening content: about 5% of messages was categorized as Threatening.
Disinformation: about 3% of the content was categorized as Disinformation.
The most frequent combination: Politics + Religion.
Some common toxic keywords include: kill the, satan, slayer, immigrants, massacre, demon, israhell, the zionists, shallow, and israeli dogs.
The word cloud below highlights the 50 most frequently used toxic keywords in October 2025. The size of each word reflects its frequency relative to other terms. Notably, weapons was the most frequently used keyword, followed by death, violent and politics.
The table below highlights the different toxic categories detected within the October 2025 dataset, along with their respective frequencies (represented by black dots and further explained below). In this month, the category Jews contained bot comments with the highest toxicity score: 0.80. The categories Politics, Religion and Threat were most prominent with toxic bot comments content.
The barchart below shows that most of the content fell within the Politics category. Content with a toxicity score > 0.8 appeared in the Ridicule, Racism, Politics, Religion, Threat and Untruth categories (see the explanation of the different categories here).
The keyword network below illustrates the main focus of toxic bot comments detected in October 2025. Different colors represent clusters of words frequently used together, revealing the bot’s primary narratives. In this case, one can see different narratives with many keywords. The main narrative is shown here in blue surrounding the word israel, zionists, terorrist and jews.