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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

Ai Workforce Automation

41 posts · 4,191 engagement · first seen 6 May 2026 · last seen 9 Sep 2026

The debate in New Zealand over how the adoption of artificial intelligence and automation technologies is reshaping the workforce, including which jobs are at risk of displacement, how businesses and workers can prepare, and what policy responses government should pursue.

Stance breakdown

How the per-edge framings classify across 18 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

11%
72%
17%
Supportive 2 Critical 13 Mocking 3

Sentiment breakdown

Whole-post emotional valence across 18 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.

11%
17%
72%
Positive 2 Neutral 3 Negative 13

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.

  • reddit
    6 posts · 2,502 engagement
    2,502
  • facebook
    1 post · 80 engagement
    80
  • youtube
    11 posts · 17 engagement
    17

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.