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Table 11 Sentiment labeling obtained with majority voting of three different pre-trained foundational models: (1) Mazajak [11], (2) AraBERT [14], and (3) the CaMeL-Tools [16]

From: Arab reactions towards Russo-Ukrainian war

Sentiment

No. of Tweets

Percentage

Negative

1,679,300

53.0%

Neutral

1,319,808

41.7%

Positive

109,333

3.45%

Unspecified

58,769

1.86%