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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 117 of 121
More USA owned Toronto Sun propaganda and deplorable advice to Canada while the USA is morally bankrupt and run by a clown who's making fools out of everyone!! Pathetic!!
More USA owned Toronto Sun propaganda and deplorable advice to Canada while the USA is morally bankrupt and run by a clown who's making fools out of everyone!! Pathetic!!
Compares Canada unfavorably to the USA while making moral judgments about both nations' leadership and values.
MarcFaroll Feb 27, 2026
You guys captured the 2nd biggest land of earth but you guys are simply focused on Brampton.
You guys captured the 2nd biggest land of earth but you guys are simply focused on Brampton.
Compares Canada's geographic size to the focus on one city, using comparative framing to critique immigration concentration.
HARSH19850 Sep 19, 2025
Why putin is a dictator better than American president killers of gaza
Why putin is a dictator better than American president killers of gaza
Compares Putin favorably to American presidents while making an unverified claim about U.S. involvement in Gaza.
@anjumqayyum9796 Mar 4, 2025
Where im from, the problem is 🇩🇿🇭🇹
Where im from, the problem is 🇩🇿🇭🇹
References origin countries (Algeria, Haiti) with flag emojis, suggesting comparison of immigration source nations without explicit elaboration.
MisticaCrema Feb 11, 2026
Thanks to mr Trump.
Thanks to mr Trump.
References Trump and U.S. policy implicitly, comparing or attributing Canadian immigration issues to American political influence.
NguyetNguyen-g7c Feb 15, 2026
Ethnicity doesn't own land lil bro, demographic proportion does, india is 15 percent of the world in population and 2 percent in land size, so basically it will own 13% more whether u like it …
Ethnicity doesn't own land lil bro, demographic proportion does, india is 15 percent of the world in population and 2 percent in land size, so basically it will own 13% more whether u like it or not lil bro
Uses demographic and land-size comparisons between India and the world to argue about population distribution and resource ownership.
Sigmathetasorority Feb 10, 2026
America is losing its hegemony, just like Israel, and this is in the interest of other countries that should rely on themselves, not America, which should not fall into such games. King Trump is acting …
America is losing its hegemony, just like Israel, and this is in the interest of other countries that should rely on themselves, not America, which should not fall into such games. King Trump is acting in the interest of Russia, China, and Iran.
Compares geopolitical positions of multiple nations and makes unsubstantiated claims about Trump's allegiances.
@AFSHIN.AFSHIN Mar 4, 2025
Here in Australia there’s a legal term/action known as “eternal and legal power of guardianship.” Maybe there’s an American version for Chump!!
Here in Australia there’s a legal term/action known as “eternal and legal power of guardianship.” Maybe there’s an American version for Chump!!
References Australian legal concepts as comparison to American situation, with sarcastic tone toward a political figure.
@PominPerth Mar 4, 2025
Seems more like Russia’s reasonable and you are not
Seems more like Russia’s reasonable and you are not
Compares Canada's position favorably to Russia's, ranking nations on reasonableness.
@georgemuller6870 Mar 4, 2025
I'm fine with Canada and the UK going bankrupt if they bring it on themselves. I hope Europe can shake off the EU parasites controlling it before they are destroyed. I hope Russia takes back …
I'm fine with Canada and the UK going bankrupt if they bring it on themselves. I hope Europe can shake off the EU parasites controlling it before they are destroyed. I hope Russia takes back Russian speaking territories and provide the people with aged pensions, social programs and infrastructure and for the western parts to be absorbed into its neighbors where they can also receive assistance to get back on their feet. Finally, we should stop engineering color revolutions and capturing vassals to be used as a proxy in planned conflicts and placing military bases on borders where they are not welcome.
Compares multiple countries and geopolitical systems, critiquing Western policies while comparing outcomes across nations.
@SonyJimable Mar 4, 2025
Now do the Newark brazilian invasion
Now do the Newark brazilian invasion
Requests similar content about another location and ethnic group, using comparative framing to suggest parallel immigration issues.
caioninja200 Jan 27, 2026
My hunch says, trump will make this guy win again and make him give more speech like this.
My hunch says, trump will make this guy win again and make him give more speech like this.
Speculates about Trump's influence on Canadian politics and electoral outcomes.
@snmbala Mar 4, 2025
Criminal activity has been going on for many many years ..
Criminal activity has been going on for many many years ..
Contextualizes criminal activity as a longstanding historical pattern across countries, normalizing the issue.
TalkTalk44 Feb 18, 2026
Latin America is always open to Canada, let's win this imperialist orange for once! ??❤️??❤️??
Latin America is always open to Canada, let's win this imperialist orange for once! ??❤️??❤️??
Compares Canada favorably to Latin America and frames Trump negatively, with supportive tone toward Canada.
@ethandouro4334 Mar 4, 2025
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦‍♂️
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦‍♂️
Compares Canada to other nations regarding immigration/invasion, with alarmist undertones.
qripmarly4695 Feb 17, 2026
They are sort of immigrants Tommy Yaxley Lennon said were welcome to the uk
They are sort of immigrants Tommy Yaxley Lennon said were welcome to the uk
References UK immigration policy and a political figure, comparing Canada's situation to another country's approach.
SallyAnn-y8p Jan 29, 2026
Now you Canada knows to be Americas enemy is danger but to be America's allies is fatal. Am very glad that America force Canada to swallow this bitter pill?. Thank you America????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????
Now you Canada knows to be Americas enemy is danger but to be America's allies is fatal. Am very glad that America force Canada to swallow this bitter pill?. Thank you America????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????????
Compares Canada's position as a U.S. ally versus enemy, using a proverb-like framing to critique American foreign policy dynamics.
@BlackblueCherry-j4y Mar 4, 2025
Trump stopped culture of loot of usa ....usa convincing russia to isolate china ,europe with terriff was not giving market to usa but in nato made usa to spend entirely.right now china is threat to …
Trump stopped culture of loot of usa ....usa convincing russia to isolate china ,europe with terriff was not giving market to usa but in nato made usa to spend entirely.right now china is threat to usa and winning russia is very important .i am indian hindu can see this
Comment analyzes geopolitical positioning of USA, Russia, and China while asserting speaker's Indian Hindu identity as basis for perspective.
@RadhaSyam-m8u Mar 4, 2025
Punjab is very beautiful but this red. Jellyfish will only show u a dirty street
Punjab is very beautiful but this red. Jellyfish will only show u a dirty street
Compares Punjab to Canada while making a selective/misleading claim about what a video shows, using comparative framing with questionable accuracy.
Guin_sho Feb 13, 2026
Why are Western leaders blind-sighted by what Trump is doing? For many years now the US is declining slowly, slowly and then suddenly under the Biden Administration....Pres Trump has no choice but to take drastic …
Why are Western leaders blind-sighted by what Trump is doing? For many years now the US is declining slowly, slowly and then suddenly under the Biden Administration....Pres Trump has no choice but to take drastic action to stop the collapse of the US Empire. What he is doing many may be against but one thing is for sure. Pres Trump is putting America first and this is what good leaders do...
Commenter frames Trump's actions within a comparative historical context of US decline and positions his policies as necessary leadership, comparing to other leaders' approaches.
@eymeeraosaka2954 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)