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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 61 of 194
Looking in from the UK Trump has just gone 100% rogue for the west and 100% for Russia. By splitting USA V Canada V Mexico trade which he signed of in his first term he …
Looking in from the UK Trump has just gone 100% rogue for the west and 100% for Russia. By splitting USA V Canada V Mexico trade which he signed of in his first term he has now supplied Russia with the split they wanted. USA power has always been the number of allies it has around the world now it is splitting from them and joining Putin which makes Putin very happy. America is weaker and that is just dandy for Russia China Iran and North Korea President Che will be moving forward with his plan to attack Taiwan and then watch America as it has no computer chips for all the industries tied to super computers cars planes ect.
Expresses security and geopolitical anxiety about US-Canada-Mexico trade splits benefiting Russia and enabling Chinese/Iranian threats.
@johnkelsall7805 Mar 4, 2025
Please don't poke the idiot toddler who has somehow found a way to run this country. We don't want him. And he is exactly that- a spoiled child who will respond without forethought, to show …
Please don't poke the idiot toddler who has somehow found a way to run this country. We don't want him. And he is exactly that- a spoiled child who will respond without forethought, to show he is 'bigger'. We don't want a war.
Expresses security and war anxiety about unpredictable leadership, framed as a threat to peace and stability.
@TaylorRoman-f4p Mar 4, 2025
You say there's no need or reason for these tariffs but that is according to you. Donald Trump has made it very clear what he asks from the Canadian people. You are choosing to do …
You say there's no need or reason for these tariffs but that is according to you. Donald Trump has made it very clear what he asks from the Canadian people. You are choosing to do something but not everything he's asking. He doesn't want to be unfair to anybody, but he also doesn't want to be treated unfairly as a country. So please listen to what he asks. He holds all the cards again. He can and will destroy your economy and you will become his and our 51st State. Thank you
Expresses threat of economic destruction and absorption as a US state, combining alarmism with criticism of Canadian policy choices.
@benjaminwilhelm9162 Mar 4, 2025
Canada is done
Canada is done
Stark declaration of national collapse expressing existential concern about Canada's future.
gungfupandapunz Jan 27, 2026
THANK YOU CANADA. WE AMERICAN PEOPLE ARE IN GRAVE TROUBLE. OUR GOVERNMENT HAS WAGED A WAR AGAINST US.WE ARE COMING OUT OF SHOCK, DENIAL,TRAUMA AND MOVING TOWARD ANGER,MOTIVATION,\nUNITY AND FIGHT FOR OUR DEMOCRACY, OUR FREEDOM, …
THANK YOU CANADA. WE AMERICAN PEOPLE ARE IN GRAVE TROUBLE. OUR GOVERNMENT HAS WAGED A WAR AGAINST US.WE ARE COMING OUT OF SHOCK, DENIAL,TRAUMA AND MOVING TOWARD ANGER,MOTIVATION,\nUNITY AND FIGHT FOR OUR DEMOCRACY, OUR FREEDOM, RIGHTS AND WELLBEING. WEVE NEVER EXPERIENCED A TAKE OVER OF OUR COUNTRY. WE ARE IN FEAR AND HOPE YOU CAN SOMEDAY FORGIVE US.\n\nGOD BLESS AMERICA DURING THIS HORRIFIC TIME IN HISTORY. TIME FOR ACTION NOW.
Expresses alarm about government takeover, fear, and existential threat to American democracy and freedom.
@bodhisilva7251 Mar 4, 2025
Canada’s indian invasion is nowhere as bad as America's being invaded by the third world. I wish America and Canada can switch places!
Canada’s indian invasion is nowhere as bad as America's being invaded by the third world. I wish America and Canada can switch places!
Uses alarmist language ('invasion') and expresses demographic anxiety while comparing Canada unfavorably to the US.
user-ux8hg8bk3e Jan 27, 2026
Why can't they stay in Canada, why must they come to the US and destroy America too.
Why can't they stay in Canada, why must they come to the US and destroy America too.
Expresses concern about immigrants moving to the US and causing harm, comparing countries while framing immigration as a threat.
PurpleGhost666 Jan 27, 2026
Any other time in history they would call this an invasion.
Any other time in history they would call this an invasion.
Uses inflammatory 'invasion' language to frame immigration as an existential threat to national identity.
Pussyjuice95 Jan 27, 2026
Immigration? It’s an invasion and the government facilitate it
Immigration? It’s an invasion and the government facilitate it
Uses militaristic language ('invasion') to frame immigration as an existential threat facilitated by government.
@Bryan-h3m Feb 21, 2026
I think people with an AQ below 120 shouldn't be accepted as refugees; they ruin the country and its culture.
I think people with an AQ below 120 shouldn't be accepted as refugees; they ruin the country and its culture.
Expresses demographic and cultural anxiety by proposing exclusionary criteria based on intelligence, framing refugees as threats to national culture.
Beğdilliboyu2.0 Feb 21, 2026
Canada is done and if the US doesn't wake up it will be next. Bring third world to first world and first world becomes third world.
Canada is done and if the US doesn't wake up it will be next. Bring third world to first world and first world becomes third world.
Expresses demographic anxiety and civilizational decline fears, using comparative framing between first and third world.
lucasmarrone2 Jan 27, 2026
Do you understand that Trump wants World War III? He wears two diapers and has very little time left to live. He doesn’t care if the world exists after him! Can you imagine that this …
Do you understand that Trump wants World War III? He wears two diapers and has very little time left to live. He doesn’t care if the world exists after him! Can you imagine that this is just the beginning? That he and Musk will do something so disastrous that our planet will simply cease to exist! impeach Trump and put Musk in jail!
Expresses existential threat and catastrophic fears about Trump/Musk causing world destruction, combined with unverified personal attacks and calls to impeach/jail specific individuals.
@ArinaArthur Mar 4, 2025
Brampton is brutal, but it's happening in most small towns all over Ontario now. In my community of 17,000, almost all of the fast food places are entirely Indian
Brampton is brutal, but it's happening in most small towns all over Ontario now. In my community of 17,000, almost all of the fast food places are entirely Indian
Expresses demographic anxiety about Indian presence in small towns, framing rapid demographic change as a negative threat to community character.
MichaelBelsey Jan 27, 2026
The US undermining Canada, Europe, and the rest of western allies only benefits the Kremlin.\n\nPutin must be delighted his master plan to weaken democracies and NATO is actually working.
The US undermining Canada, Europe, and the rest of western allies only benefits the Kremlin.\n\nPutin must be delighted his master plan to weaken democracies and NATO is actually working.
Expresses alarm about US undermining Western allies and NATO, framing this as a strategic threat that benefits adversaries.
@byrosonline5876 Mar 4, 2025
its not a storm its tsunami
its not a storm its tsunami
Expresses escalating alarm by comparing a situation to a tsunami, emphasizing severity and danger.
@jearylabelle4478 Mar 4, 2025
Canada is a lost cause
Canada is a lost cause
Expresses a sweeping negative judgment about Canada's future, combining existential concern with identity-based pessimism.
trentrains Jan 27, 2026
Yeah way too many of them. Mass immigration at it's worst.
Yeah way too many of them. Mass immigration at it's worst.
Expresses demographic anxiety and alarm about immigration volume levels.
Chris-jw3gp Jan 27, 2026
Thanks for covering this disaster you should see the ones outside of Ontario absolute plague on society
Thanks for covering this disaster you should see the ones outside of Ontario absolute plague on society
Characterizes immigration as a 'disaster' and 'plague,' expressing demographic anxiety and threat perception.
joshdsimmons90 Jan 27, 2026
It’s only been six weeks. We are fucked
It’s only been six weeks. We are fucked
Expresses anxiety and alarm about an unspecified negative outcome ('we are fucked'), conveying a sense of impending danger or crisis.
@petermiller8242 Mar 4, 2025
Government doesn't care that we are being overrun by criminals. Crime is rampant in the concentrated centres where these people live. The USA cares and we will pay heavily if they decide to stop it …
Government doesn't care that we are being overrun by criminals. Crime is rampant in the concentrated centres where these people live. The USA cares and we will pay heavily if they decide to stop it by force.
Expresses security concerns about crime and demographic anxiety, framed as a threat requiring government action.
DoneSwimmin Jan 27, 2026
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Discourse 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)