II. Quantitative Dataset Analysis Batch Analysis Chart 1 reveals that Neutral content accounts for the largest share of Arabic data at about 40%, followed by Disagreement/Rejection and Harassment at around 20% and 18%, respectively. Violence is the lesser observed main category in Chart 1, with Insult and Discrimination falling in the middle range. Chart 2 shows that Neutral, Disagreement/Rejection, and Insult categories dominate Kurdish content, each accounting for roughly 22–29% of the total. Violence and Harassment are least frequent in Chart 2, together making up less than 6% of instances. 57

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