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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

Student Loan Repayment Policy

52 posts · 13,815 engagement · first seen 16 May 2026 · last seen 24 Oct 2026

Student loan repayment policy refers to the rules and structures governing how borrowers repay New Zealand government student loans, including thresholds, interest, and adjustments such as those proposed in Budget 2025.

Stance breakdown

How the per-edge framings classify across 46 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.

30%
63%
Supportive 14 Critical 29 Neutral / explainer 3

Sentiment breakdown

Whole-post emotional valence across 46 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.

22%
30%
48%
Positive 10 Neutral 14 Negative 22

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
    8 posts · 12,303 engagement
    12,303
  • twitter
    3 posts · 958 engagement
    958
  • reddit
    6 posts · 358 engagement
    358
  • youtube
    29 posts · 109 engagement
    109

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.