Situations in which New Zealand ministers or MPs hold personal, financial, or political interests that may improperly influence their official decisions, and the rules, oversight mechanisms, and public debates governing how such conflicts must be declared and managed.
How the framings classify across 6 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.
exposed by public commentary and commercial use of title
Democracy Briefing: Craig Stobo and the rot in NZ’s conflict-of-interest cultureStacked 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.
How the news corpus has covered this same topic over the last 12 weeks. 2 articles from RNZ, Stuff, NZ Herald, ODT, 1News, Newsroom and The Spinoff. Click through to the press view for the full panel.
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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