📊29.2% of comments are genuinely hostile — vs. VADER's misleading 9.1%. The true hostile figure is likely even higher (~40–50%) since many neutral-scored short phrases like "Alhamdulillah" or "Bagus la" in departure context are tonally contemptuous but linguistically ambiguous.
🇵🇱Malay comments drove the most hostile content — phrases like "berambus", "bawak sekali semua kaum kau", and "jangan balik" are culturally understood dismissals that English models systematically misread as neutral. 67.9% "neutral" is partly a detection gap, not actual neutrality.
❤️Only 3% of comments show genuine empathy — yet empathetic comments earn the highest average engagement at 7.0 likes per comment vs 6.6 for hostile. The silent pro-humanity minority punches above its weight in actual engagement.
😂"Take your people with you" is a dominant hostile pattern — ~34 hostile comments explicitly asked her to bring family/community. Combined with ICE/deportation jokes (~9 comments), these reflect a desire to see mass removal, not just individual departure.
💰Economic resentment underpins the hostility — The "35 years eating for free / not paying tax" narrative appears in ~39 comments and 5 of the top 10 most-liked hostile comments invoke this framing. It's a stronger driver than outright racism in this dataset.
⚠️Top-liked comment (383 likes): "Go! Just go, anywhere but here!" — The most-endorsed single voice is a blunt dismissal. Second is a philosophical empathy comment (328 likes), showing a vocal minority empathy voice that resonates broadly when articulated well.