stuff.co.nz Media Bias



IDENTITY & TOPIC COVERAGE
This is a New Zealand mainstream digital news outlet (historical context notes it is explicitly named as Stuff       , and internal evidence confirms: Stuff-branded debates and products       , NZ election campaign coverage       , NZ-specific incidents like Big Manly Beach and Mt Eden     ).

Coverage is dominated by:   NZ electoral politics — Labour manifesto   , polls     , leaders' debates     , party policies     ;   crime/police blotter           ;   sports — rugby, cricket, netball, A-League         ; and   high-volume lifestyle/celebrity filler             and advertorial-style property/travel/promotion             .

FRAMING PATTERNS
Two registers coexist.

Hard news is often plain and well-attributed: the Watercare billing error includes apology plus Consumer NZ remedy advice   , the TAIC boiler-explosion findings are clearly attributed   , the cocaine seizure uses legally cautious language   , and NZ First's law-and-order policy is relayed neutrally   .

But a substantial share uses clickbait curiosity gaps and sensational hooks: "You may have been applying your sunscreen wrong"   , withheld listicles on house values   , first-person travel teases   , superlative sports hype     , and fear-flavored AI alarmism   . Crime and tragedy items often foreground graphic or notoriety details — a child assault's degradation   , a body "linked to notorious sex offender" despite an explicit disclaimer of any connection   , and a murder framed through affair-text volume   .

POLITICAL LEAN
Politics is mostly process coverage rather than ideological advocacy, but observable tilts exist: the Greens' criticism of National is amplified without National's response   ; a minister-photo "gotcha" against National's gang campaign is highlighted   ; Luxon's debate claim is dissected with pointed framing   while Labour's manifesto is relayed with party characterizations and no independent evaluation   .

Conversely, counterexamples of balance exist: a National/Labour comparison treat both leaders as "found lacking"   , and a Sixty-Four: Split Vote investigation is reported without editorializing   .

Opinion content skews mildly progressive-populist — anti-wealth framing on a $200k MP offer   , tax-the-rich Super advocacy   , state-dependence "serfdom" libertarian critique appearing too   — indicating an op-ed page open to multiple currents but a reporting desk attentive to elite/wealth accountability.

PROPAGANDA TECHNIQUES
Observable: curiosity-gap manipulation       ; loaded characterization without attribution ("politically charged" DOJ actions   ; "politically charged" framing of Comey prosecution timing); juxtaposition implying causation — Airbnb cancellation-to-relist   , marriage "saved" a fortune   , sick-performer dining sighting   ; unverified alarming claims presented as fact     .

AI AUTHORSHIP
Probabilistically low-to-moderate: one record notes formulaic but not distinctive phrasing   ; the volume of thin teasers       suggests headline-farm production, but first-person voice and newsroom-branded products ("Flip Forecaster"   ) indicate human editorial operations.

HIGHEST 3 VALUES: 1) Local/NZ relevance       ; 2) Speed/volume of coverage (dozens of same-day items 3) Engagement/clickability       .
LOWEST 3 VALUES: 1) Sourcing rigor — many items lack named sources         ; 2) Restraint from sensationalism         ; 3) Substantive depth — much filler/thin content         .




Helium Bias: The sample is small (~110 records), skewed toward recent dates and unusual/high-bias items, so quiet routine reporting is underrepresented.

Topic and tone classifications are my judgments from briefs, not full articles; hidden assumptions and bias labels come from the supplied annotations.

I cannot observe stories unpublished or verify factual accuracy.

AI-authorship and political-lean conclusions are probabilistic, evidence-bound inferences.

Automated source summary · Updated November 01, 2026 · Not human reviewed. Check recent article panels for claim-level evidence when available.




Use the Data in AI All Sources

stuff.co.nz Bias Profile

Weighted source-level patterns from recent analyzed coverage. Open recent articles below to inspect score-specific evidence and limitations when available.

🗞️ Objective <—> Subjective 👁️ -11

💡 Boring <—> Interesting7

😨 Fearful10

📞 Begging the Question6

🗣️ Gossip16

💭 Opinion75

🗳 Political34

Oversimplification30

🏛️ Appeal to Authority12

😢 Victimization10

😤 Overconfidence24

🗑️ Spam9

🔒 Ideological12

❌ Low Credibility <—> High Credibility ✅11

🧠 Rational <—> Irrational 🤪-15

🤑 Advertising24

🤖 Written by AI18

💔 Low Integrity <—> High Integrity ❤️14

🪨 Low Intelligence <—> High Intelligence 🦉6

🔍 Truth-seeking <—> Delusion 🌀-6

🎲 Speculation20

🐍 Manipulative42

Subtle dimensions

🔵 Liberal <—> Conservative 🔴-2

🧢 Populist <—> Elitist 🎩-1

🚨 Sensational0

📉 Bearish <—> Bullish 📈1

😩 Pessimistic <—> Optimistic 🌞3

📝 Prescriptive0

🕊️ Dovish <—> Hawkish 🦁0

🍼 Immature4

🔄 Circular Reasoning0

👀 Covering Responses5

🏴 Anti-establishment <—> Pro-establishment 📺3

📏📏 Double Standard0

🤑 Fraud0

🎭 Virtue Signaling0

🐐 Scapegoating2

🦊 Anti-Corporate <—> Pro-Corporate 👔0

🔬 Scientific <—> Superstitious 🔮-2

👤 Individualist <—> Collectivist 👥0

How to interpret source scores →

Average social shares per article 0

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