Topic · social
Child Accountability
9 posts
· 94 engagement
· first seen 5 Jun 2026
· last seen 14 Jun 2026
The post criticizes parents for their children's outcomes, calling for greater personal accountability in parenting, and implies a lack of state support.
Stance breakdown
How the per-edge framings classify across 9 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.
Sentiment breakdown
Whole-post emotional valence across 9 classified posts that reference this topic. Distinct from stance: a post can be supportive of the topic and still negative in tone (an angry supporter) — the two together capture the texture short-form posts compress into very few words.
Platform mix
Where the conversation is happening. Engagement is volume-weighted (likes + 2×shares + 3×replies); a small number of high-impact posts can outrank a high-volume but low-engagement platform.
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youtube
9 posts
· 94 engagement
94
Top posts by engagement
The most-engaged posts referencing this topic. Engagement is likes + 2×shares + 3×replies; the order matches the digest ranking on /social.
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youtube
· @UC-U-Yr474QN9TheWr7VTBjw
· reply
· sentiment: negative
· ♥ 48
· ↻ 0
· 💬 0
· 48 engagement
5 Jun
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youtube
· @UC435WmmyK8LjSwLASR0Wn4g
· reply
· sentiment: negative
· ♥ 18
· ↻ 0
· 💬 0
· 18 engagement
6 Jun
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youtube
· @UCt5df36TMdYw6eFiIiAaF5g
· reply
· sentiment: negative
· ♥ 6
· ↻ 0
· 💬 0
· 6 engagement
5 Jun
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youtube
· @UC-BfEiDgJwWF1O8RkqXi1Bw
· reply
· sentiment: negative
· ♥ 6
· ↻ 0
· 💬 0
· 6 engagement
5 Jun
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youtube
· @UCtF9y_--UMgLFHvdiBKoazA
· reply
· sentiment: negative
· ♥ 5
· ↻ 0
· 💬 0
· 5 engagement
5 Jun
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youtube
· @UCRoOnuwvJRZyxzs9Pl0spow
· reply
· sentiment: negative
· ♥ 5
· ↻ 0
· 💬 0
· 5 engagement
5 Jun
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youtube
· @UCtjeLpNz1OBBY1sJHhgELQw
· reply
· sentiment: negative
· ♥ 4
· ↻ 0
· 💬 0
· 4 engagement
5 Jun
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youtube
· @UCNMEvwxyP6TgPJA2F0qg6pQ
· reply
· sentiment: negative
· ♥ 2
· ↻ 0
· 💬 0
· 2 engagement
5 Jun