Topic · social
Property Finance Planning
3 posts
· 64 engagement
· first seen 13 May 2026
· last seen 24 May 2026
A homeowner in Lincoln is seeking information on the costs and steps involved in extending their house and adding an ensuite to convert it to a 4-bedroom, 3-bathroom home.
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.
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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reddit
2 posts
· 33 engagement
33
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youtube
1 post
· 31 engagement
31
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
· @rnz
· sentiment: neutral
· ♥ 25
· ↻ 0
· 💬 2
· 31 engagement
24 May
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reddit
· u/Particular-Print-664
· sentiment: neutral
· ♥ 0
· ↻ 0
· 💬 8
· 24 engagement
13 May
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reddit
· u/GreenDuckie23
· sentiment: neutral
· ♥ 0
· ↻ 0
· 💬 3
· 9 engagement
21 May