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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification

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Policy Critique

5,980 comments
Page 236 of 299
This country has reached such an insanity level that pointing out fraud is suddenly racism. Somebody please, make it make sense.
This country has reached such an insanity level that pointing out fraud is suddenly racism. Somebody please, make it make sense.
Criticism of government policies regarding fraud detection, framed as suppression of legitimate discourse.
dricak1512 Feb 26, 2026
Buddy says hes on a 1 month visit visa been here 6 ...wild
Buddy says hes on a 1 month visit visa been here 6 ...wild
Criticizes visa enforcement and overstaying, potentially based on anecdotal observation or unverified claim.
fillcurriefoto Jan 27, 2026
It looks like the best thing Trudeau could do is tell the world how bad he is got beat by President Donald Trump. A true leader would not shocase his defeat to the world, he …
It looks like the best thing Trudeau could do is tell the world how bad he is got beat by President Donald Trump. A true leader would not shocase his defeat to the world, he would work harder until he triumphs; none of which is somthing that Trudea can do. Sad!
Criticizes Trudeau's leadership approach and public communication strategy regarding his conflict with Trump.
@rachid.almaghribi Mar 4, 2025
If the administration wont keep their word with Canada why would they with Ukraine. Keep your minerals Ukraine !
If the administration wont keep their word with Canada why would they with Ukraine. Keep your minerals Ukraine !
Critiques US administration's reliability and trustworthiness in international agreements, with implicit comparison to Ukraine situation.
@rahmoxworld Mar 4, 2025
Trump's existence is a major mistake
Trump's existence is a major mistake
Dismissive critique of Trump's existence and leadership, expressing strong disapproval of his political role.
@Hirnlego999 Mar 4, 2025
If there so friendly then why did they.screw us for so long.?
If there so friendly then why did they.screw us for so long.?
Expresses grievance about past government treatment, combining criticism of policy decisions with an implicit fairness concern.
@jamesfitzgerald2361 Mar 4, 2025
We have the worst liberal scandals government
We have the worst liberal scandals government
Expresses disapproval of the current government's scandals and performance, framed as partisan criticism.
vinndiesel64 Feb 17, 2026
I would take this guy more seriously if he didn't disarm his population.
I would take this guy more seriously if he didn't disarm his population.
Critiques a policy position (gun control) as undermining the speaker's credibility on other matters.
@eric58104 Mar 4, 2025
“Your government has chosen to do this to you.” \nAnd we did not ask for it.
“Your government has chosen to do this to you.” \nAnd we did not ask for it.
Critiques government policy decisions as imposed without public consent.
@Naniamania3 Mar 4, 2025
government full of sca🏁🏁ers
government full of sca🏁🏁ers
Accusation that government officials are corrupt/dishonest, framed as criticism of governance with an undertone of threat/alarm.
weegeeweeg Jan 27, 2026
Trump is a senile old felon. He should be removed from office under the 25th Amendment.
Trump is a senile old felon. He should be removed from office under the 25th Amendment.
Critiques Trump's fitness for office and calls for constitutional removal, focusing on policy/governance rather than personal attack alone.
@GuoLi-ix6zb Mar 4, 2025
Apparently, India's foreign affairs minister told Canada multiple times that they were taking in violent criminals who were wanted in India, but they never listened. Canada is doing this intentionally for whatever reason.
Apparently, India's foreign affairs minister told Canada multiple times that they were taking in violent criminals who were wanted in India, but they never listened. Canada is doing this intentionally for whatever reason.
Alleges government negligence regarding criminal deportations from India, mixing plausible policy criticism with unverified claims about intentional wrongdoing.
ythunter4288 Jan 27, 2026
3:58 To foreigners watching, this might seem like an isolated scenario because he filmed one location but it is like this 90-95% of Tim Hortons in the big cities and even some places in the …
3:58 To foreigners watching, this might seem like an isolated scenario because he filmed one location but it is like this 90-95% of Tim Hortons in the big cities and even some places in the boonies. These are all family owned as well, they are usually cousins and siblings and uncles working these places which is why so many canadians complain about the service, because these people are literally unfireable, they sometimes dont even speak english (common) and french (very common for obvs reasons).
Critiques hiring practices and service quality at Tim Hortons, making sweeping claims about family ownership and language barriers across Canadian locations.
Johnitus69 Jan 27, 2026
Alberta Calling. The bomb maker lights the fuse then the bomb goes boom. ... Duh, blame Ottawa.
Alberta Calling. The bomb maker lights the fuse then the bomb goes boom. ... Duh, blame Ottawa.
Uses sarcastic metaphor to critique Alberta's policy approach and blame-shifting to Ottawa, combining satire with political criticism.
@michaeldarling1759 Feb 20, 2026
How about trade between Canadian provinces? First, we should remove interprovincial tariffs. I live in BC so I paid extra tax the Alberta oil much more than American. What a shame, especially liberal under Justin. …
How about trade between Canadian provinces? First, we should remove interprovincial tariffs. I live in BC so I paid extra tax the Alberta oil much more than American. What a shame, especially liberal under Justin. I think the Conservatives should govern Canada. ?? I mean simple thing liberal was good last 9years then keep liberal otherwise, another party must govern our true north Canada.
Critiques current government policy on interprovincial trade and taxation, advocating for alternative governance and economic approaches.
@jdy1974 Mar 4, 2025
Good point. That was a mistake. How much of it was Kenny, how much was based on denial regarding the economy, and how much was Smith, I don't really know.
Good point. That was a mistake. How much of it was Kenny, how much was based on denial regarding the economy, and how much was Smith, I don't really know.
Analyzes past policy mistakes and attempts to assign responsibility among political figures, seeking understanding of causation.
@GB-jarvy-z Feb 20, 2026
$$$$ another liberal scam
$$$$ another liberal scam
Brief dismissive critique framing immigration policy as a partisan 'scam' associated with liberal governance.
DaveGava Sep 30, 2025
It's bad enough.We got enough here.Let them sneak into your country, brother, l o l
It's bad enough.We got enough here.Let them sneak into your country, brother, l o l
Criticism of immigration policy capacity combined with sarcastic tone, expressing opposition to further immigration.
jasoncase469 Jan 27, 2026
The liberals have even broke their compatriots.
The liberals have even broke their compatriots.
Blames the Liberal government for damaging Canadian citizens through policy decisions.
jamesandrews1130 Nov 24, 2025
When I think of Trudeau, the last thing I think about is “blistering”. Please.
When I think of Trudeau, the last thing I think about is “blistering”. Please.
Dismisses characterization of Trudeau as 'blistering,' implicitly critiquing the framing or his performance.
@stbradle-j1z Mar 4, 2025
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Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
Identity Assertion
CNN 2,313
Tyler Oliveira 1,991
RocaNews 467
JamCan 274
Yoke Immigration Canada 89
Solidarity
CNN 4,297
Tyler Oliveira 400
RocaNews 75
JamCan 36
CTV Your Morning 32
Policy Critique
CNN 3,445
Tyler Oliveira 551
Toronto Sun 340
CTV News 268
RocaNews 235
Humor / Satire
CNN 2,078
Tyler Oliveira 1,667
RocaNews 241
Global News 89
CTV News 68
Fear / Threat
Tyler Oliveira 1,549
CNN 1,332
RocaNews 321
JamCan 204
Toronto Sun 118
Meta-Commentary
Tyler Oliveira 1,702
CNN 1,478
RocaNews 168
CTV News 81
JamCan 77
Unverified Claim
CNN 1,480
Tyler Oliveira 820
RocaNews 203
Yoke Immigration Canada 203
JamCan 152
Moral Argument
CNN 1,733
Tyler Oliveira 704
RocaNews 205
JamCan 73
CTV Your Morning 23
Classified by Claude Haiku (Anthropic) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)