Analysis Q1 2024 toxic bot comments
- The dataset has over 4.5K messages (n=4,597).
- These were posted between and .
- There is a notable peak (2 × SD) on March 27, 2024 (see events).
- All messages are written in English (EN, 100%).
- The average toxicity score is 0.20, which is quite low.
- About 10 messages (0%) are very toxic, with a score > 0.8.
- All of these are written in English (EN, 100%).
- For example: “like that mother fucker gives a shit. dude is a moron. turn the argument around to kids being killed in schools. fuck he doin bout it😏” (source: unknown).
- Toxicity often involves RACISM (10%), CONTEMPT, POLITICS and/or PROFANITY.
- About 5% of messages involve THREATENING.
- About 3% of messages involve DISINFORMATION.
- The most frequent combination is POLITICS + RELIGION.
- Some common toxic keywords include: nazi, idiot, zionist scum, kill them, jew infestation, degenerate, moron, new world order, scum, and loxist.
Co-occurring keywords in hate speech in Q1 2024 (racism + threat + contempt)
These words form the top 50 used keywords by bot comments during Q1 2024
Number of toxic messages by category