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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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Fear / Threat

3,873 comments
Page 152 of 194
Canada is destroyed. By these people is coming from ya third country
Canada is destroyed. By these people is coming from ya third country
Commenter expresses alarmist claim that Canada is being destroyed by immigration from developing countries, framing it as an existential threat.
johnferreira7312 Sep 9, 2025
AMERICA IS FCKD!! You may be able to survive a trade war with Canada, you may be able to survive a trade war with Mexico and China, you may be able to survive sending millions …
AMERICA IS FCKD!! You may be able to survive a trade war with Canada, you may be able to survive a trade war with Mexico and China, you may be able to survive sending millions of undocumented, necessary workers home but you can't survive it all at once.\n To make your situation even more dire you are busily alienating all your allies while sucking up to murderous dictators who will happily knife you in the back at the first opportunity. \nAll this because your country is full of stupid, hateful people who just couldn't stand the thought of a black female president. \nFAFO.
Expresses alarm about economic and geopolitical consequences of trade war and political decisions, with identity-based criticism.
@tonyg9511 Mar 4, 2025
Dont ever give in to the Authoritarian regime . I am so impressed that PM Trudeau was so frank with everyone. It is true, Trump wants to weaken Canada so that he can annex us. …
Dont ever give in to the Authoritarian regime . I am so impressed that PM Trudeau was so frank with everyone. It is true, Trump wants to weaken Canada so that he can annex us. I suspected that he used the Pentenyl excuse and illegal migrants as a legal front to impose tariffs on us. We really should shut down the electricity.
Expresses security/sovereignty anxiety about US annexation and frames immigration/fentanyl as pretexts for geopolitical threat, while praising PM's stance.
@christinachong8260 Mar 4, 2025
Just for anyone not Canadian watching this ....... ITS NOT JUST BRAMPTON. IT EVERY DAMN CITY IN CANADA !
Just for anyone not Canadian watching this ....... ITS NOT JUST BRAMPTON. IT EVERY DAMN CITY IN CANADA !
Expresses alarm about a widespread problem across Canada, escalating concern beyond the video's specific focus.
floralas3290 Jan 27, 2026
Same problem as pretty much everywhere in the western world at the moment. Mass migrations occur and consist of people who REFUSE TO ASSIMILATE. You can't just go to a foreign country and behave exactly …
Same problem as pretty much everywhere in the western world at the moment. Mass migrations occur and consist of people who REFUSE TO ASSIMILATE. You can't just go to a foreign country and behave exactly like you did back home. There's different laws, social norms, cultural practices and expectations...
Expresses anxiety about mass migration and cultural non-assimilation as a systemic problem in Western countries.
cs82271 Jan 27, 2026
We have a lot of strong and independent women though. Who along with their feminist State husband have collapsed the birth rate to 1.3 children per woman. Nut job stuff. So now here comes the …
We have a lot of strong and independent women though. Who along with their feminist State husband have collapsed the birth rate to 1.3 children per woman. Nut job stuff. So now here comes the third world dragging their impoverished socialist mentality with them.
Expresses demographic anxiety about birth rates and frames immigration from the Global South as a threat carrying 'impoverished socialist mentality.'
quacktuber1051 Sep 21, 2025
The real question should be, what is Felon 47's REAL motive for dismantling the US government while single handily DESTROYING our alliances and our economy. It's almost as if this traitor might be controlled by …
The real question should be, what is Felon 47's REAL motive for dismantling the US government while single handily DESTROYING our alliances and our economy. It's almost as if this traitor might be controlled by Putin himself...good riddance
Expresses alarm about US government dismantling and economic destruction, with unsubstantiated claim about Putin control.
@jnuh7710 Mar 4, 2025
Give Canada what they want! They may seem nice but a darkness lurks underneath!
Give Canada what they want! They may seem nice but a darkness lurks underneath!
Expresses suspicion and hidden danger regarding Canada ('darkness lurks underneath'), framing it as a threat despite surface niceness.
@melissar2943 Mar 4, 2025
Putin gets the usa isolated, who knows where that will lead!?
Putin gets the usa isolated, who knows where that will lead!?
Expresses anxiety about geopolitical consequences of Putin's influence on US isolation, framing it as a security concern.
@ichdu1003 Mar 4, 2025
We Americans have NO ONE to protect or fight for us. We are alone. Our own government have turned on us! #TurncoatTRUMP
We Americans have NO ONE to protect or fight for us. We are alone. Our own government have turned on us! #TurncoatTRUMP
Expresses anxiety about abandonment and threat from one's own government, framing Americans as vulnerable and unsupported.
@septemberraine5067 Mar 4, 2025
12:12 slowly slowly slowly takeover 😂
12:12 slowly slowly slowly takeover 😂
References gradual 'takeover' with emoji, expressing demographic anxiety about immigrant population growth in a semi-joking manner.
xspot-y44 Oct 7, 2025
DT is Putin's Troian horse. This is not gonna ending well.\nThink U.S going down and crash badly.?
DT is Putin's Troian horse. This is not gonna ending well.\nThink U.S going down and crash badly.?
Expresses alarmist concern about Trump as a foreign agent and predicts national collapse without substantiating evidence.
@turjis8838 Mar 4, 2025
Hope the guy on the bike stays safe. Being honest these days can get you in trouble
Hope the guy on the bike stays safe. Being honest these days can get you in trouble
Expresses concern about personal safety for speaking honestly about immigration, framing it as a threat.
Hecklemysheckel Jan 27, 2026
When are Americans going to understand that Trump is executing Putin's playbook to become America's Tsar.
When are Americans going to understand that Trump is executing Putin's playbook to become America's Tsar.
Expresses alarm about Trump executing a foreign power's agenda to establish authoritarian rule, combining threat perception with unsubstantiated conspiracy framing.
@kurtjacobs8834 Mar 4, 2025
everyone saying mass immigration is missing the bigger picture , its mass globalization , if u go to canada and its like inda , you go to the UK and its like Iran , you …
everyone saying mass immigration is missing the bigger picture , its mass globalization , if u go to canada and its like inda , you go to the UK and its like Iran , you go to Minnesota and its like Somalia , soon they will say theres no need for countries
Commenter expresses demographic anxiety about mass immigration transforming national identity and cultural character, comparing multiple countries to suggest a pattern of cultural replacement.
gavinbrooks3058 Jan 28, 2026
The voters of Trump, have decided they would prefer a nation run by two dictators Putin and Trump. Make no doubt about it. They will crush this nation and steal all the treasury money and …
The voters of Trump, have decided they would prefer a nation run by two dictators Putin and Trump. Make no doubt about it. They will crush this nation and steal all the treasury money and use it for their own personal gain. And at the same time, distroy all the citizens lives, including the voters of Trump, in the meantime.
Expresses alarmist predictions about authoritarian takeover, financial theft, and societal destruction with unsubstantiated claims presented as certainty.
@stevefrank8564 Mar 4, 2025
Why are any Canadians still going to this awful country. Such a wide world to visit why go somewhere that threatens our sovereignty and disrespects our citizens and government. Stay home.🇨🇦
Why are any Canadians still going to this awful country. Such a wide world to visit why go somewhere that threatens our sovereignty and disrespects our citizens and government. Stay home.🇨🇦
Expresses security and sovereignty concerns about immigration, framing it as a threat to Canadian citizens and government.
swingonavine Feb 1, 2026
All that shit needs to be taken down in Canada this is sicking!
All that shit needs to be taken down in Canada this is sicking!
Expresses alarm and disgust about Canadian immigration policy, framed as a security/moral threat.
Felix-hj3tv Feb 13, 2026
Import the worst and Become the worst
Import the worst and Become the worst
Expresses demographic anxiety that accepting certain immigrants will degrade Canada's character and quality.
Kevin-sq1fk Dec 8, 2025
This is not going to end well. \n\nThe former NATO Supreme Commander tells it like it will be.\n\nThe USA has already lost massively as Trump does not understand the sound and mostly reasonable US imperial …
This is not going to end well. \n\nThe former NATO Supreme Commander tells it like it will be.\n\nThe USA has already lost massively as Trump does not understand the sound and mostly reasonable US imperial Security Strategy, and i say this as a non US citizen.\n\nI still do not hate the American people, but Trump has given every anti America voice exactly what they needed, big incidents painting to paint them as most evil.\nTrump got played so hard by Putin it is not funny anymore, Putin is the bear and Trump the screaming goose, free meal for the bear.
Expresses alarm about geopolitical consequences and security threats, with comparative analysis of nations and leaders.
@nocomment3294 Mar 5, 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)