The economic sustainability of New Zealand farming operations, encompassing pressures on farm incomes from regulation, input costs, environmental compliance, and market conditions across sheep, wool, and dairy sectors.
How the framings classify across 5 articles. Each framing is labelled by a small AI stance classifier; see the methodology page for details.
Up to 12 framings across outlets and orientations — each a short phrase the extractor generated to characterise the piece's editorial angle (not a quote). Filter by lean to see how each bloc is spinning the story; click through to read the original.
farmers facing unsustainable production costs
The Country 11/08/26: Dr Jacqueline Rowarth talks to Jamie Mackaythreatened by costly compliance and consent demands
NZ First will not let Waikato farmers be buried by Plan Change 1Lobby groups, unions, think tanks and industry bodies whose own releases or whose people’s media appearances touched this topic over the last 12 months. Owned = their own press releases; earned = their people quoted across radio, press & commentary. A card carried in both — with the release coming first — is the agenda-setting signal. Co-occurrence isn’t proof a group drove the coverage.
Stacked weekly counts; colour by lean. “n/a” covers government and iwi-Māori sources where lean isn't applicable.
How this topic has been named, week by week. A new alias winning out is usually a framing shift.
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.
What we have is a whole series of things, which includes the gauze and the broom, and people well, environment Canterbury has actually said this is a very complex issue. …
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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