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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 203 of 299
Lena Diab proved herself to be a fool months ago and she’s still here. They say carney is stricter with people like this than Trudeau but I highly doubt that. Carney doesn’t give a shit …
Lena Diab proved herself to be a fool months ago and she’s still here. They say carney is stricter with people like this than Trudeau but I highly doubt that. Carney doesn’t give a shit about incompetence and I think Lena is here to stay.
Criticism of government official's competence and skepticism about enforcement of immigration standards under different leadership.
LemonMerigueTie Feb 27, 2026
Tariffs incoming to Canada after seeing loose regulations 😅
Tariffs incoming to Canada after seeing loose regulations 😅
Critiques Canadian regulatory environment in relation to immigration policy, predicting economic consequences.
barbarosozturk Jan 28, 2026
Harsh? The idiot made him governor. I think he is speaking very nice about Trump. Trump respects only bullies and people should talk to him accordingly, so he can understand.
Harsh? The idiot made him governor. I think he is speaking very nice about Trump. Trump respects only bullies and people should talk to him accordingly, so he can understand.
Critiques a political appointment and offers strategic commentary on how to communicate with a political figure.
@MariusZarro Mar 4, 2025
This man is a dictator and he doesn’t represent Canadians. Canada has big problems and its legal drugs are killing people and being sold everywhere. Thank you, Trump for these tariffs.???
This man is a dictator and he doesn’t represent Canadians. Canada has big problems and its legal drugs are killing people and being sold everywhere. Thank you, Trump for these tariffs.???
Criticizes leadership as dictatorial and policy failures (drug crisis), with approval of tariffs as corrective action.
@Danny_Page_ Mar 4, 2025
This is all convicted criminal Trump’s fault! Most Americans are against these tariffs and want Trump and Musk out of our government!
This is all convicted criminal Trump’s fault! Most Americans are against these tariffs and want Trump and Musk out of our government!
Criticizes Trump administration's tariff policies and calls for political change through removal of officials.
@Lora-x6k Mar 4, 2025
You don't need to worry about us, the American people. You must worry about your people. You will go down, if you don't agree with our terms. No more SUCKING!!!!
You don't need to worry about us, the American people. You must worry about your people. You will go down, if you don't agree with our terms. No more SUCKING!!!!
Uses threatening language ('you will go down') and expresses coercive demands, framing U.S.-Canada relations as adversarial.
@blackwolf3010 Mar 4, 2025
She trusts the judgement of Alberta’s? But won’t listen to but a few in her base
She trusts the judgement of Alberta’s? But won’t listen to but a few in her base
Criticizes a political leader for inconsistent listening to constituents and selective engagement with their base.
@user-se6jh3is3v Feb 21, 2026
Trump is bad for Muslims and bad for his own Alliance. Good luck world.
Trump is bad for Muslims and bad for his own Alliance. Good luck world.
Criticizes Trump's policies toward Muslims and international alliances, framing it as both a policy failure and moral wrong.
@shehlakalsoom6423 Mar 4, 2025
Go earn your keep and fight this battle are your own expense JT. Crook came into office with 8 mil ended with 80 mil illegal insider trading off his own marijuana legalization scheme. Ruined the …
Go earn your keep and fight this battle are your own expense JT. Crook came into office with 8 mil ended with 80 mil illegal insider trading off his own marijuana legalization scheme. Ruined the canadian economy for a decade probably more. Dont you dare speak for me.
Attacks Trudeau's economic policies and governance while making unsubstantiated claims about corruption and illegal insider trading.
@jameslevesque9720 Mar 4, 2025
Trudeau and the clown show have destroyed this country in record time, the burden on all services has been crippling. Mass deportation? the only thing going on is a mass exodus of long time Canadians. …
Trudeau and the clown show have destroyed this country in record time, the burden on all services has been crippling. Mass deportation? the only thing going on is a mass exodus of long time Canadians. Trudeau followed orders from the Globalist Cabal just as Biden did, doing nothing but increase the socialist vote count by giving away billions of dollars, while stripping down the middle class to the bone. Trudeau should be in jail for Trieason.
Critiques government policy and leadership while making unsubstantiated claims about globalist conspiracies and expressing demographic/economic anxiety.
Johnnie-MacRoberts-k5o Apr 16, 2025
Eat a sausage trudeau the sycophants in the cnn comme t page her are outnumbered. An idiot like you talk down to the american people. Get wrecked bro. Canadians better elect poliveri or your in …
Eat a sausage trudeau the sycophants in the cnn comme t page her are outnumbered. An idiot like you talk down to the american people. Get wrecked bro. Canadians better elect poliveri or your in for a world of bankruptcy.
The comment criticizes Trudeau's policies and governance, urging Canadians to elect Poilievre to avoid economic collapse.
@zacharytrammell3382 Mar 4, 2025
There is no negotiating with Trump, it's either his way or the highway.
There is no negotiating with Trump, it's either his way or the highway.
Critiques Trump's negotiating approach and inflexibility as a political/diplomatic strategy.
@747rotate Mar 4, 2025
Thank God Canada is full of indian people, can you imagine if they all were from any "Peacefull religion" african country. 98% of them are law abiding simple people and same goes for chinese too. …
Thank God Canada is full of indian people, can you imagine if they all were from any "Peacefull religion" african country. 98% of them are law abiding simple people and same goes for chinese too. BUT I fully agree that Turdeau govt should not have opened the gates for everyone after Covid, Student Visa/legal immigration is a different issue.
Defends Indian and Chinese immigrants as law-abiding while criticizing government immigration policy post-COVID as too permissive.
Naveen_B64 Feb 14, 2026
Canada has allowed too many unsavory characters. It is their fault. Just regulate the visa process.
Canada has allowed too many unsavory characters. It is their fault. Just regulate the visa process.
Criticizes Canada's visa process for admitting problematic individuals and calls for stricter regulation.
gulabh Sep 29, 2025
GTFO Turdo you ruined Canada, manufacturing and production all companies are leaving Canada. Canadians are leaving Canada long long before the tariffs took place. \nAnd by the way American consumer will be paying Tariffs so …
GTFO Turdo you ruined Canada, manufacturing and production all companies are leaving Canada. Canadians are leaving Canada long long before the tariffs took place. \nAnd by the way American consumer will be paying Tariffs so don’t you dare to play the victim.
Criticizes Canadian leadership and policy for economic decline and business exodus, while disputing victim narratives about tariffs.
@vkrgfan Mar 4, 2025
These comments have to be bots ?. Trudeau is one of the worst leaders the world has ever seen. Took away Canadians rights. Took away free speech. Just to name a few. But he gives …
These comments have to be bots ?. Trudeau is one of the worst leaders the world has ever seen. Took away Canadians rights. Took away free speech. Just to name a few. But he gives one good speech and all is forgotten?? Like I said, these comments HAVE to be bots lmaoo ?.
Criticizes Trudeau's policies on rights and free speech while questioning the authenticity of supportive comments.
@GodOfDestructionVegeta27 Mar 4, 2025
The immigration minister has a clear conflict of interest....given that her family is one of the east coast's largest landlords.....AND THAT'S WHY SHE SWUNG THE DOORS OPEN TO MASS IMMIGRATION, THE TFW PROGRAM AND TO …
The immigration minister has a clear conflict of interest....given that her family is one of the east coast's largest landlords.....AND THAT'S WHY SHE SWUNG THE DOORS OPEN TO MASS IMMIGRATION, THE TFW PROGRAM AND TO INTERNATIONAL STUDENTS! She, like many others in our corrupt liberal gov't.....ARE FILLING THEIR OWN POCKETS while Canada's identity and culture are destroyed. SHE NEEDS TO BE FIRED FOR SELFISH SELF-INTEREST, CORRUPTION AND TREASON!
Alleges corruption and conflict of interest in immigration policy while calling for removal of officials; includes unverified claims about motives.
newlife956 Feb 26, 2026
I fully support Trumps administration and agree that the tariffs were needed. Trump is without doubt doing an excellent job in office.
I fully support Trumps administration and agree that the tariffs were needed. Trump is without doubt doing an excellent job in office.
Expresses support for Trump's tariff policy and administration performance, positioning as pro-Trump on economic policy.
@scotswood2022 Mar 4, 2025
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
All Trump has been asking for all along is for Canada & Mexico to DO THEIR PART in stemming the illegal immigration and Fentanyl from crossing into the United States. Nearly 100,000 Americans die each …
All Trump has been asking for all along is for Canada & Mexico to DO THEIR PART in stemming the illegal immigration and Fentanyl from crossing into the United States. Nearly 100,000 Americans die each year from Fentanyl overdoses. The raw ingredients come from China and into their respective nations, where they are processed and made into Fentanyl, then brought into the U.S. Neither nation has taken Trump seriously and Biden didn't give a crap and actually assisted with bringing in more of everything. Now both nations get to deal with the results of their inactions. Remember, these are reciprocatory tariffs to simply equal what American goods are charged by Canada & Mexico already. NOW everyone is on an equal playing field. If these nations want lower tariffs, they can go first and then the U.S. will match it to theirs... It's that simple.
Defends Trump's tariff policy as reciprocal and justified by border/drug enforcement failures, with specific claims about fentanyl deaths and supply chains.
@foxt1042 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)