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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.
Weekly Rolling 7 days
live window
Topic · social

Healthcare Staffing Shortages

200 posts · 116,537 engagement · first seen 21 Sep 2021 · last seen 22 Oct 2026

The shortage of doctors, nurses, and other clinical staff across New Zealand's public health system, particularly in hospital emergency departments, and the resulting pressure on patient care, wait times, and workforce retention.

Stance breakdown

How the per-edge framings classify across 124 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

13%
83%
Supportive 16 Critical 103 Dismissive 1 Neutral / explainer 4

Sentiment breakdown

Whole-post emotional valence across 124 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.

14%
79%
Positive 17 Neutral 9 Negative 98

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
    36 posts · 73,102 engagement
    73,102
  • reddit
    23 posts · 3,978 engagement
    3,978
  • youtube
    65 posts · 3,008 engagement
    3,008

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.