Topic · social
Supply Chain Transparency
14 posts
· 910 engagement
· first seen 11 Jul 2015
· last seen 21 Jul 2026
Debate over legislative and regulatory requirements for businesses and government agencies to disclose their supply chain practices, procurement arrangements, and supplier relationships, including proposed modern slavery due-diligence laws and public-sector contracting transparency obligations in New Zealand.
Stance breakdown
How the per-edge framings classify across 12 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.
Sentiment breakdown
Whole-post emotional valence across 12 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.
Positive
1
Neutral
3
Negative
8
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.
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reddit
5 posts
· 536 engagement
536
-
youtube
7 posts
· 29 engagement
29
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.
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reddit
· u/Excellent-Swan-2264
· sentiment: negative
· ♥ 183
· ↻ 0
· 💬 80
· 423 engagement
9 May
-
reddit
· u/Mountain_Tui_Reload
· sentiment: negative
· ♥ 58
· ↻ 0
· 💬 6
· 76 engagement
22 May
-
reddit
· u/KfcOnToplol
· sentiment: neutral
· ♥ 0
· ↻ 0
· 💬 5
· 15 engagement
18 Jun
-
youtube
· @UC6hqcvqcrdOdC_KSrnP6KaA
· reply
· sentiment: negative
· ♥ 13
· ↻ 0
· 💬 0
· 13 engagement
17 Jun
-
reddit
· u/Crafty_Nose9146
· sentiment: negative
· ♥ 0
· ↻ 0
· 💬 4
· 12 engagement
25 Jun
-
reddit
· u/Big-Attitude-4222
· sentiment: neutral
· ♥ 1
· ↻ 0
· 💬 3
· 10 engagement
21 Jul
-
youtube
· @reality-check-radio-nz
· sentiment: positive
· ♥ 9
· ↻ 0
· 💬 0
· 9 engagement
3 May
-
youtube
· @UC1m8iUm-r9PDiuNbHqGVsuQ
· reply
· sentiment: negative
· ♥ 2
· ↻ 0
· 💬 0
· 2 engagement
20 May