Topic · social
Government Media Strategy
11 posts
· 359 engagement
· first seen 23 Oct 2015
· last seen 16 Jun 2026
The post critiques the government's decision to upload a public service video, calling it a poorly conceived and unprepared 'train wreck'.
Stance breakdown
How the per-edge framings classify across 9 classified edges. Each framing is labelled by a small AI stance classifier; see the methodology page for details.
Supportive
1
Critical
4
Neutral / explainer
2
Mocking
2
Sentiment breakdown
Whole-post emotional valence across 9 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.
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.
-
twitter
2 posts
· 334 engagement
334
-
youtube
7 posts
· 10 engagement
10
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.
-
twitter
· @bobmccoskrienz
· sentiment: negative
· ♥ 154
· ↻ 35
· 💬 32
· 320 engagement
25 May
-
twitter
· @bobmccoskrienz
· sentiment: positive
· ♥ 9
· ↻ 1
· 💬 1
· 14 engagement
7 Jun
-
youtube
· @UCkFoB6ivAS-NmM3NXXQuNBQ
· reply
· sentiment: negative
· ♥ 5
· ↻ 0
· 💬 0
· 5 engagement
30 May
-
youtube
· @UCOFSxlKWq2G5547GVpLiAsg
· reply
· sentiment: negative
· ♥ 4
· ↻ 0
· 💬 0
· 4 engagement
12 May
-
youtube
· @UCqruebSIutnYo92dIn6VgvA
· reply
· sentiment: negative
· ♥ 1
· ↻ 0
· 💬 0
· 1 engagement
16 Jun
-
youtube
· @UC15AQNf736IrgQOOMgViESg
· reply
· sentiment: negative
· ♥ 0
· ↻ 0
· 💬 0
· 0 engagement
15 Jun
-
youtube
· @UCfnp2f2qBGaQCrLdtgGXkEA
· reply
· sentiment: negative
· ♥ 0
· ↻ 0
· 💬 0
· 0 engagement
11 Jun
-
youtube
· @UCZbI3uYjyUxsH8oDPJ8Eqqw
· reply
· sentiment: negative
· ♥ 0
· ↻ 0
· 💬 0
· 0 engagement
27 May