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What the picker changes
  • Top topics digest — the cards score the selected period against the prior 4 weeks.
  • 12-week heatmap & outlet matrix — show the 12 weeks ending at the selected week (they slide back with the picker, they aren’t a fixed snapshot).
  • Per-topic volume / alias drift — same 12-week trailing window, anchored on the selected period.
  • Coverage gap quadrant — scores the selected period against the 12 weeks before it (not including it).
  • Anomaly cards — only show alerts the detector fired during the selected period. Quiet weeks legitimately show none.
What stays as-is
  • Outlet orientation strip / lean colours — context-only, drawn from the last 12 weeks of activity regardless.
  • Co-occurrence graph — recent-activity anchored, not picker-driven.
  • Source & topic profiles — all-time data for the topic; the picker doesn’t affect them.
Rolling 7 days is a sliding live window for “current vibes”; switch to Weekly to compare specific weeks side-by-side.
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Week of 31 Aug 2026
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Topic · social

Political Hypocrisy

958 posts · 55,593 engagement · first seen 7 Dec 2014 · last seen 10 Sep 2026

The perceived gap between the stated values, principles, or campaign promises of New Zealand politicians and political parties and their subsequent actions, decisions, or personal conduct in office.

Stance breakdown

How the per-edge framings classify across 558 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

83%
17%
Supportive 1 Critical 461 Dismissive 1 Neutral / explainer 1 Mocking 94

Sentiment breakdown

Whole-post emotional valence across 558 classified posts that reference this topic. Distinct from stance: a post can be supportive of the topic and still negative in tone (an angry supporter) — the two together capture the texture short-form posts compress into very few words.

98%
Positive 7 Neutral 5 Negative 546

Platform mix

Where the conversation is happening. Engagement is volume-weighted (likes + 2×shares + 3×replies); a small number of high-impact posts can outrank a high-volume but low-engagement platform.

  • facebook
    12 posts · 34,122 engagement
    34,122
  • twitter
    18 posts · 3,394 engagement
    3,394
  • reddit
    10 posts · 3,356 engagement
    3,356
  • youtube
    518 posts · 3,019 engagement
    3,019

Top posts by engagement

The most-engaged posts referencing this topic. Engagement is likes + 2×shares + 3×replies; the order matches the digest ranking on /social.