Topic · social
Whanau Values
4 posts
· 821 engagement
· first seen 29 Sep 2023
· last seen 15 Jun 2026
A personal tribute to a mother using spiritual and familial language to express deep affection and respect.
Stance breakdown
How the per-edge framings classify across 3 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 3 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.
Positive
1
Neutral
1
Negative
1
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
3 posts
· 7 engagement
7
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
· @UC87buqvffUb_Vy9O9SO4Atw
· reply
· sentiment: positive
· ♥ 6
· ↻ 0
· 💬 0
· 6 engagement
28 May
-
youtube
· @UCKzNGFCieuuNPAOwh8ZV0ZA
· reply
· sentiment: neutral
· ♥ 1
· ↻ 0
· 💬 0
· 1 engagement
15 Jun
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youtube
· @UCi1ZV_FLyy26JiAaA4YOq2g
· reply
· sentiment: negative
· ♥ 0
· ↻ 0
· 💬 0
· 0 engagement
5 Jun