Topic
Nicola Willis Appearance
4 items
· 2 aliases
· first seen 19 May 2026
A user expresses concern over the sudden appearance change of politician Nicola Willis, wondering if it's due to illness or job-related stress.
Volume by source orientation Methodology →
Stacked weekly counts; colour by lean. “n/a” covers government and iwi-Māori sources where lean isn't applicable.
Alias drift
How this topic has been named, week by week. A new alias winning out is usually a framing shift.
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Sample framings
Up to 12 framings spread across orientations.
Each framing is a short phrase the topic extractor generated to characterise the piece's stance —
not a quote from the source. Click through to read the original.
No framings recorded for this topic yet.
How the public reacted
Social-media signal on the same topic, drawn from
the social lens. Engagement is
likes + 2×shares + 3×replies, the same weighting used
across the digest cards.
View on /social →
4 social posts
·
633 engagement
Stance — 4 classified edges
Critical
3
Neutral / explainer
1
Sentiment — 4 classified posts
Neutral
2
Negative
2
Most-engaged posts on this topic
-
reddit
· u/mattblack77
· sentiment: neutral
· ♥ 31
· ↻ 0
· 💬 137
· 442 engagement
31 May
-
reddit
· u/Unomake
· sentiment: neutral
· ♥ 40
· ↻ 0
· 💬 50
· 190 engagement
19 May
-
youtube
· @UC0UJk3YOidvBfY6KaWsLqlA
· sentiment: negative
· ♥ 1
· ↻ 0
· 💬 0
· 1 engagement
27 May
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