Topic
Public Transport Cleanliness
3 items
· 2 aliases
· first seen 18 May 2026
A reddit user expresses surprise and appreciation at the clean state of train windows on Metlink, highlighting a positive, unexpected improvement in public transport service.
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 →
3 social posts
·
302 engagement
Stance — 3 classified edges
Critical
2
Neutral / explainer
1
Sentiment — 3 classified posts
Positive
1
Negative
2
Most-engaged posts on this topic
-
reddit
· u/KermitTheGodFrog
· sentiment: negative
· ♥ 27
· ↻ 0
· 💬 41
· 150 engagement
29 May
-
reddit
· u/no1deutsche
· sentiment: positive
· ♥ 55
· ↻ 0
· 💬 16
· 103 engagement
18 May
-
reddit
· u/Efficient-County2382
· sentiment: negative
· ♥ 10
· ↻ 0
· 💬 13
· 49 engagement
1 Jun
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