Topic · social
Flood Risk Mapping
5 posts
· 333 engagement
· first seen 28 Apr 2026
· last seen 20 Jul 2026
The identification, accuracy, and use of official flood hazard maps in New Zealand to assess properties' exposure to flood risk, informing land-use planning, adaptation decisions, and policy responses to flooding events.
Stance breakdown
How the per-edge framings classify across 4 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 4 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
2
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
3 posts
· 254 engagement
254
-
youtube
1 post
· 5 engagement
5
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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reddit
· u/ben4takapu
· sentiment: negative
· ♥ 107
· ↻ 0
· 💬 28
· 191 engagement
1 Jul
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reddit
· u/Beginning-Writer-339
· sentiment: neutral
· ♥ 18
· ↻ 0
· 💬 8
· 42 engagement
9 May
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reddit
· u/errorz418
· sentiment: positive
· ♥ 12
· ↻ 0
· 💬 3
· 21 engagement
20 Jul
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youtube
· @UCDX_h9rGb_fUJQAvnNM2elQ
· reply
· sentiment: negative
· ♥ 5
· ↻ 0
· 💬 0
· 5 engagement
18 Jun