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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 208 of 299
Trump sucks....what a shame of a leader. This will not sustain in the long run, and Trump will end up removing it, saying that fentanyl and immigration are controlled, and there is no need for …
Trump sucks....what a shame of a leader. This will not sustain in the long run, and Trump will end up removing it, saying that fentanyl and immigration are controlled, and there is no need for the tariffs anymore
Criticizes Trump's leadership while making an unverified prediction about tariff removal and policy reversal.
@jorgeromero174 Mar 4, 2025
As Trudeau has done for the past 9yrs, he puts Canadians last. Even in his pointless speech to North Americans, we're the last to be addressed. Election.
As Trudeau has done for the past 9yrs, he puts Canadians last. Even in his pointless speech to North Americans, we're the last to be addressed. Election.
Criticizes Trudeau's prioritization of non-Canadian interests and implicitly calls for electoral change.
@Spencie_C Mar 4, 2025
No more piggybacking off US
No more piggybacking off US
Brief critique of Canada's economic dependence on the US, framed as a policy position about national independence.
@Mr.P1983 Mar 4, 2025
I just want to thank our previous honorable & most revered PM Mr. Trudeau & his liberal party for destroying & changing the face of canada((((((((((((((((((((((((((((((((((((((((((((((((((((( and made it the worst & dirtiest & high …
I just want to thank our previous honorable & most revered PM Mr. Trudeau & his liberal party for destroying & changing the face of canada((((((((((((((((((((((((((((((((((((((((((((((((((((( and made it the worst & dirtiest & high crime rate (((((((((((((((((((((((
Blames previous leadership for immigration policy changes and national decline, framing it as destruction of Canadian identity.
LS-kh6zf Feb 7, 2026
Why blame a certain community? Liberals let in illegal migrants! And the unjust benefit system has ruined the fabric of the society.
Why blame a certain community? Liberals let in illegal migrants! And the unjust benefit system has ruined the fabric of the society.
Criticizes Liberal government policy on immigration and welfare benefits, with an unverified claim about illegal migrants and benefit system impact.
sharkkakirde1 Sep 10, 2025
Liberal minions screwed Canada and they’re still ministers in parliament even after they messed up because morons keep voting them in.
Liberal minions screwed Canada and they’re still ministers in parliament even after they messed up because morons keep voting them in.
Attacks government and Liberal party for policy failures, with partisan framing of voter behavior.
krism1815 Jan 20, 2026
Well we're pretty big on deporting people right now so you might not want to sneak over just yet in fact maybe you should just look into coming over to the greatest country in the …
Well we're pretty big on deporting people right now so you might not want to sneak over just yet in fact maybe you should just look into coming over to the greatest country in the world the legal way I know it's an unpopular opinion or you can just stay in Canada
References current deportation policy and advocates for legal immigration pathways while implicitly criticizing illegal entry, with some sarcasm about Canada's status.
leviolin9328 Feb 6, 2026
Immigration Canada is absolute shit just like the things of the people that are here😅
Immigration Canada is absolute shit just like the things of the people that are here😅
Expresses strong disapproval of Immigration Canada as an institution, with dismissive tone suggesting systemic failure.
vancouverteacherbc Feb 22, 2026
When you place to old people as leaders... i think he may have a dementia or something... ?
When you place to old people as leaders... i think he may have a dementia or something... ?
Criticizes age of leaders and makes an unverified medical claim about dementia without evidence.
@kamilbialo4549 Mar 4, 2025
All Political Parties - NDP and Liberals Supported them. No Extention, they Claim Refugee Status - get 2 Year Open Work Permit and Get everything Free. Stop Refugee Claimant Process. Why Govt can not stop …
All Political Parties - NDP and Liberals Supported them. No Extention, they Claim Refugee Status - get 2 Year Open Work Permit and Get everything Free. Stop Refugee Claimant Process. Why Govt can not stop the refugee claims for these Students? Stop Refugee Claim Process. A Criminal Nijar whose PR was Denied 3 times was running a Business in Canada.
Criticizes refugee and work permit policies while making unverified claims about criminal cases and free benefits.
santhithomas4623 Sep 30, 2025
Another MP of the Liberal party being put in a position that they have NO business being in. What did she do to get the Ministry ? CBC do your job goodness knows you have …
Another MP of the Liberal party being put in a position that they have NO business being in. What did she do to get the Ministry ? CBC do your job goodness knows you have been GIVEN enough money from the people of Canada.
Criticizes government appointment decisions and media funding as examples of institutional incompetence and partisan favoritism.
gord1420 Feb 27, 2026
This guys are fired if they are working in the private sector,incompetent,no answer in every questions.
This guys are fired if they are working in the private sector,incompetent,no answer in every questions.
Criticizes government officials as incompetent and unable to answer questions about immigration policy.
RectoBangalisan-y7j Sep 30, 2025
Shouldn't get health benefits ...absolutely not ...I can't even get dental care ...to rich ...Mexico, here I come 😅
Shouldn't get health benefits ...absolutely not ...I can't even get dental care ...to rich ...Mexico, here I come 😅
Criticizes immigrant health benefits while expressing personal frustration about own healthcare access.
MapleSyrupPoet Nov 21, 2025
They need to STOP saying they want to wipe Fentanyl from the earth. It is used daily in ALL hospitals to put people asleep for surgeries and spinals for giving birth. It will never STOP.
They need to STOP saying they want to wipe Fentanyl from the earth. It is used daily in ALL hospitals to put people asleep for surgeries and spinals for giving birth. It will never STOP.
Critiques government rhetoric about eliminating fentanyl as unrealistic, pointing out legitimate medical uses.
@disneylandhollywood5435 Mar 4, 2025
Trudeau sucks there’s a reason for tariffs
Trudeau sucks there’s a reason for tariffs
Criticizes Trudeau and defends tariff policy as justified response, engaging with government policy debate.
@NixaAsphaltSealcoating Mar 5, 2025
Honor the first safe country agreement and those deportation numbers will skyrocket. Anyone who crossed at Roxam road broke the law. Stop claiming immigration controls are racist. Canadian media calls everyone racist for saying something …
Honor the first safe country agreement and those deportation numbers will skyrocket. Anyone who crossed at Roxam road broke the law. Stop claiming immigration controls are racist. Canadian media calls everyone racist for saying something while the elites are allowed to create an indentured servant underclass which is am actual factual form of racism.
Critiques immigration enforcement policy and media framing while making a moral argument about actual racism in labor practices.
EasyThere Dec 29, 2025
If orange man is bad blame democrats...you ran terrible candidates. You also gave away money like candy and allowed every illegal here
If orange man is bad blame democrats...you ran terrible candidates. You also gave away money like candy and allowed every illegal here
Critiques Democratic policy decisions and government spending while making unsubstantiated claims about illegal immigration without evidence.
@georgebrennan2576 Mar 4, 2025
Why is nobody talking about how tyler is selling us and our privacy out for his money?
Why is nobody talking about how tyler is selling us and our privacy out for his money?
Accusation directed at a content creator regarding privacy/financial misconduct, attempting to redirect attention from immigration topic.
gtgolm Feb 3, 2026
P.M. Trudeau is wrong about Trump being smart. Trump is unbelievably stupid. Unfortunately for us, his thinking is done for him by the Kremlin.
P.M. Trudeau is wrong about Trump being smart. Trump is unbelievably stupid. Unfortunately for us, his thinking is done for him by the Kremlin.
Criticizes Trump's intelligence and includes an unverified conspiracy claim about Kremlin influence.
@mm-tc3kt Mar 4, 2025
They use Fentanyl, DEI, Woke, immigrants, Gov't waste, as a key word to justify the tearing down. Trump can lie to the uneducated that he loves, the racist and the greedy, but other Countries will …
They use Fentanyl, DEI, Woke, immigrants, Gov't waste, as a key word to justify the tearing down. Trump can lie to the uneducated that he loves, the racist and the greedy, but other Countries will check him. The Skipper and Gilligan is on this super hero movie villain tip.
Critiques Trump's use of divisive keywords as manipulation tactics while suggesting his rhetoric targets specific demographics.
@duke2912 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)