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  • Outlet orientation strip / lean colours — context-only, drawn from the last 12 weeks of activity regardless.
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Topic

Public Transport Reliability

58 items · 20 aliases · peaked week of 7 Jun 2026 · first seen 29 Apr 2026

The Labour Party criticizes the government for cutting funding to bus drivers, arguing that these cuts threaten fair pay, service reliability, and public transport accessibility, while highlighting the negative impact on driver safety and community reliance on public transport.

Stance breakdown Methodology →

How the framings classify across 7 articles. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

43%
57%
Supportive 3 Critical 4

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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Heard on radio

Verbatim segments from politicians speaking on podcasts and radio shows about this topic. Sourced via the voice-reference library — each speaker has been confirmed manually from their voice clip. Click play to stream the original audio from the publisher, pre-seeked to the moment the quote starts.

  • If you spent any time on Auckland's motorways, you'll know the city's traffic problem is no joke. And one of the big fixes being talked about is charging people to sit in it. The AA has surveyed its Auckland members on time of use charging. And while the results show plenty of skepticism, a lot of people back the principle. But only if the scheme is designed fairly and the details are smart enough to actually work. Today on the front page, AA policy director Martin Glynn is with us to take us through what congestion charging might look like in the future and whether it could finally get Auckland moving.
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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.

conversation-nz Centre-left

frequency and capacity are more critical than pricing alone

Cheaper fares won’t fix NZ’s public transport woes – and neither will a few extra buses
15 Jun

sustainable, less road congestion, long-term benefit

Release: Labour to deliver unlimited public transport for $20-max a week
10 Jun
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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 →

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