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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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Comparative

2,420 comments
Page 82 of 121
the U.S is not a trustworthy ally anymore. The U.S has always had the best and smartest people in the world, but sadly U.S citizens chose to elect a dumb person as it's leader and …
the U.S is not a trustworthy ally anymore. The U.S has always had the best and smartest people in the world, but sadly U.S citizens chose to elect a dumb person as it's leader and now they all have to pay the price... really sad.
Comment compares U.S. past reputation to present decline, expressing geopolitical concern about American leadership.
@bosarama Mar 4, 2025
Canadian immigration and recruitment of military people is the same as Russia - recruitment of mercenaries
Canadian immigration and recruitment of military people is the same as Russia - recruitment of mercenaries
Compares Canadian military recruitment practices to Russian mercenary recruitment, drawing a negative international parallel.
MelchorCatambing Feb 27, 2026
Portugal made it much more difficult to apply bcos of uncontrolled numbers ..... now new applications might get delayed ...?.
Portugal made it much more difficult to apply bcos of uncontrolled numbers ..... now new applications might get delayed ...?.
Compares Canada's immigration policy to Portugal's stricter approach in response to high application numbers.
romalondra Feb 27, 2026
Trudeau is the sort of president we need in the USA not a lying parasite like the one we have now. In 1956 Khrushchev, then leader of Russia said that they would not have to …
Trudeau is the sort of president we need in the USA not a lying parasite like the one we have now. In 1956 Khrushchev, then leader of Russia said that they would not have to fire a single shot to defeat America, that they would defeat America from within, and here we are.
Compares Canadian and American leadership favorably, includes unverified Cold War conspiracy claim about Soviet infiltration.
@jonwilliam3597 Mar 4, 2025
If Canadians are failing to stop drugs then evan Americans are also failing to stop it !
If Canadians are failing to stop drugs then evan Americans are also failing to stop it !
Compares Canada's drug policy failures to America's, implying shared responsibility and questioning differential blame.
@ap8672 Mar 4, 2025
Sooooo, we in America are not the only ones feeling the BS
Sooooo, we in America are not the only ones feeling the BS
Compares Canada's immigration situation to America's, suggesting shared frustration across countries.
626STAH Aug 25, 2025
Indian and Canada are pretty much the same. So why did you come to Canada? Opportunity in Canada is better. What!?! 🤨
Indian and Canada are pretty much the same. So why did you come to Canada? Opportunity in Canada is better. What!?! 🤨
Uses comparative framing between India and Canada while employing ironic/sarcastic tone to highlight the contradiction in the immigrant's reasoning.
coyoterx6002 Oct 10, 2025
Direct to the point. No BS. No rage. No thin skin. We are so far from having this kind of a leader now in America.
Direct to the point. No BS. No rage. No thin skin. We are so far from having this kind of a leader now in America.
Praises a leader's communication style by contrasting with American leadership, ranking nations/leaders.
@AN-cy7xm Mar 4, 2025
18k Sounds like the United States on a Sunday morning
18k Sounds like the United States on a Sunday morning
Compares Canada's immigration numbers to the United States, with implied sarcastic tone.
thecoolguynamedal Dec 24, 2025
Quite the stark contrast between Trudeau and Trump. People who listen to Trump’s vile gibberish and then think of him as a capable leader puzzle me.
Quite the stark contrast between Trudeau and Trump. People who listen to Trump’s vile gibberish and then think of him as a capable leader puzzle me.
Directly contrasts Trudeau and Trump as leaders, ranking their capabilities and moral fitness across national contexts.
@Gryzor88 Mar 4, 2025
If I was the President of the United States I would give what voters want cut off Canada.
If I was the President of the United States I would give what voters want cut off Canada.
Frames a hypothetical US policy position in comparison to Canada, suggesting isolationist action.
@jc7625 Mar 4, 2025
From Germany: This is what a leader talks like. Also it's nice to see how blunt yet still professional one can be when you are a capable politician who doesn't have to dance on eggshells …
From Germany: This is what a leader talks like. Also it's nice to see how blunt yet still professional one can be when you are a capable politician who doesn't have to dance on eggshells for fear of non-reelection. On a worldwide financial side though, I pulled my retirement fund out of North American investments this morning. Better safe than sorry.
Compares Canadian leadership favorably to other political contexts while sharing personal economic decision-making based on geopolitical concerns.
@Phelie315 Mar 5, 2025
The US of A put a malignant narcissist, racist rapist, convicted felon, gameshow host back into the White House. I mean, what could go wrong?
The US of A put a malignant narcissist, racist rapist, convicted felon, gameshow host back into the White House. I mean, what could go wrong?
Compares US leadership negatively through character attacks and expresses concern about consequences of Trump's presidency.
@timo.6634 Mar 4, 2025
Then why so much hate propaganda against only muslim in the media in the u.k even indian media doing propaganda against muslim Even muslim country doing biggest investment u.k
Then why so much hate propaganda against only muslim in the media in the u.k even indian media doing propaganda against muslim Even muslim country doing biggest investment u.k
Compares media treatment across countries and religions, questioning selective bias in propaganda narratives.
azizmalik2818 Jan 27, 2026
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . On that note the current liberal party is not really liberal and the old voters don’t realize the Conservative Party is much closer to center than the liberals and the liberal left are smart enough to keep them voting . IF A LIBERAL FROM 1960 SHOWED UP IN 2025 HE'D BE CONSIDERED A CONSERVATIVE IF A LIBERAL FROM 2025 SHOWED UP IN 1960 HE'D BE CONSIDERED A DANGEROUS LUNATIC
Compares Liberal ideology across time periods, arguing modern Liberals are more radical than historical counterparts and Conservatives are now centrist.
Marvin-fn7ks Feb 28, 2026
Could US take on the Veitcong or the Taliban or the Germans or the Italian's or anyone on there own???? Tell me what war the US has won on its own? They couldnt even take …
Could US take on the Veitcong or the Taliban or the Germans or the Italian's or anyone on there own???? Tell me what war the US has won on its own? They couldnt even take on tribes without serious losses ?. The amount of people laughing & mocking us when you arent even educated ????
Compares US military performance across historical conflicts to challenge American superiority claims and mock commenters' ignorance.
@Hmmm-n2v9h Mar 5, 2025
Trump understands Putin, cos he wants to own the usa like Putin owns russia
Trump understands Putin, cos he wants to own the usa like Putin owns russia
Compares Trump's relationship to the US with Putin's control of Russia, using international comparison to make a political point.
@alliegal45 Mar 4, 2025
Gli indiani studiano l'inglese già in asilo e sono i grandi alleati dell'Inghilterra, ultimamente hanno avuto anche il loro concittadino come primo ministro in UK quindi questi esodi sono studiati da decenni fermo restando che …
Gli indiani studiano l'inglese già in asilo e sono i grandi alleati dell'Inghilterra, ultimamente hanno avuto anche il loro concittadino come primo ministro in UK quindi questi esodi sono studiati da decenni fermo restando che non ho nulla contro di loro!
Compares Indian immigration patterns to UK and England, framing migration as strategically planned across decades.
PatrizioGuarino-v8l Feb 25, 2026
Parallel societies are a problem regardless of where they are. Just look at Sweden
Parallel societies are a problem regardless of where they are. Just look at Sweden
Compares Canada's parallel societies problem to Sweden's, ranking nations on integration issues.
kimkristensen2816 Dec 9, 2025
Canada's biggest mistake is thinking America was ever an ally.
Canada's biggest mistake is thinking America was ever an ally.
Compares Canada-US relations and critiques the assumption of American alliance reliability.
@brettfavreify Mar 4, 2025
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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
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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)