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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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Moral Argument

2,863 comments
Page 97 of 144
Canadians are turning against immigrants because our ;Consrvative ' party is now copying MAGA to drag the free world into a white christian theocracy to return slavery, which cannot exist without SLAVERY . F8ck Maple …
Canadians are turning against immigrants because our ;Consrvative ' party is now copying MAGA to drag the free world into a white christian theocracy to return slavery, which cannot exist without SLAVERY . F8ck Maple MAGA !
Appeals to ethical concerns about theocracy and slavery, defending immigrants against what the commenter views as discriminatory political movements.
bryanlion5621 Aug 25, 2025
Ask him how he knows a lying, murdering dictator.!..takes one to know one. He is a POS ??? nobody wants him here. He can go to hell with his BFF Klaus Schwab…gonna wipe Fentanyl off …
Ask him how he knows a lying, murdering dictator.!..takes one to know one. He is a POS ??? nobody wants him here. He can go to hell with his BFF Klaus Schwab…gonna wipe Fentanyl off the planet, are you, dumb-dumb?!
Makes moral accusations against Trudeau using inflammatory language and unsubstantiated claims about his character and associations.
@AstarteDevi Mar 4, 2025
Protect from ALL enemies foreign AND DOMESTIC! Donald Trump is an enemy! I stand with Canada
Protect from ALL enemies foreign AND DOMESTIC! Donald Trump is an enemy! I stand with Canada
Appeals to patriotic duty and moral principles by framing Trump as an enemy and expressing solidarity with Canada's defense.
@jamescooper3324 Mar 4, 2025
Sacrifice for TRUMP ??? job, health, family, and now your 401ks fight fight fight for Trump ????
Sacrifice for TRUMP ??? job, health, family, and now your 401ks fight fight fight for Trump ????
Critiques the moral cost of supporting Trump (sacrificing jobs, health, family, retirement), with underlying threat/anxiety.
@itweety21 Mar 4, 2025
Thats billionaire doing what they do best have us believe they are doing us a favor! I'm happy to say I didn't vote for him ever because I've experienced them to much in my life. …
Thats billionaire doing what they do best have us believe they are doing us a favor! I'm happy to say I didn't vote for him ever because I've experienced them to much in my life. All the fraud money won't be giving back to americans they will keep it for all the money he lost from being sued
Critiques billionaires and Trump for deception and fraud, appealing to fairness and justice while claiming personal experience with their wrongdoing.
@BrianT-uy Mar 4, 2025
Russian asset Don the BULLSHITTER Con has NO friends or allies
Russian asset Don the BULLSHITTER Con has NO friends or allies
Attacks Trump's character and credibility, framing him as dishonest and without allies.
@wildthings4143 Mar 4, 2025
Those who voted for this/him, are you happy now? This is not how you treat your neighbors and your country, time to pull out your 401k cause it's going down.
Those who voted for this/him, are you happy now? This is not how you treat your neighbors and your country, time to pull out your 401k cause it's going down.
Criticizes Trump's treatment of neighbors/allies as unethical while also raising economic concerns about market decline.
@SmilingAardvark-jv6ol Mar 4, 2025
When will countries realize America is the friend to NO one. America has always been a bully, a war monger and enjoys war profiteering. America is designed to create instability and war in regions all …
When will countries realize America is the friend to NO one. America has always been a bully, a war monger and enjoys war profiteering. America is designed to create instability and war in regions all over the world with the sole purpose of American domination, power and control. The world needs to move away from America with harsh sanctions.
Extended ethical critique of American foreign policy as imperialist and destabilizing, calling for international sanctions.
@hafeezurmohammed4152 Mar 4, 2025
This is so heartbreaking. It's like everything we've worked so hard for is being ripped from ynder us. For those who voted for this mess, SHAME ON YOU! SHAME ON YOU for not doing the …
This is so heartbreaking. It's like everything we've worked so hard for is being ripped from ynder us. For those who voted for this mess, SHAME ON YOU! SHAME ON YOU for not doing the work needed, to make a decision that did not tear down OUR country.
Appeals to shame and moral responsibility of voters who supported Trump, framing as ethical failure to protect the country.
@BrownEyesNlocs Mar 4, 2025
Allegedly the Biggest Demographic Change occurred in North America by annihilating and 🍇 Indigenous Peoples who were replaced by criminal and mentally unhealthy European invaders who traffycked in and enslaved people from Africa for centuries. …
Allegedly the Biggest Demographic Change occurred in North America by annihilating and 🍇 Indigenous Peoples who were replaced by criminal and mentally unhealthy European invaders who traffycked in and enslaved people from Africa for centuries. Allegedly there is no specific culture in 🇨🇦 🇬🇧 because the invaders promoted immigrations as they expanded across vast Indigenous lands who are allegedly the Owners of Culture throughout the Americas.
Makes ethical arguments about historical injustice to Indigenous peoples and critiques European colonization as morally illegitimate.
bedinabebe4521 Jan 29, 2026
nor do I. I feel so ashamed of our government. from Nebraska here.
nor do I. I feel so ashamed of our government. from Nebraska here.
Expresses shame about government actions, appealing to ethical principles and values, with personal identification from Nebraska.
@smokercaptain Mar 4, 2025
❤ ??Trump giving up his friendship with Canada but cozying up to Russia! ??❤️ So disgusting to see ?????
❤ ??Trump giving up his friendship with Canada but cozying up to Russia! ??❤️ So disgusting to see ?????
Expresses moral disapproval of Trump's foreign policy shift, framing it as a betrayal of alliance relationships.
@Butterflies-are-free Mar 4, 2025
The bike holding fatso mister obese,mister clean the refrigerator,mister eat it all up thinks we the sub Saharan countries are low IQ people!
The bike holding fatso mister obese,mister clean the refrigerator,mister eat it all up thinks we the sub Saharan countries are low IQ people!
Accuses someone of racist stereotyping (claiming low IQ of sub-Saharan people), critiquing discriminatory attitudes.
BekaluNegewo Jan 28, 2026
It is so weird to be impressed by normal behaviour and conduct! The felon rapist occupying the White House sure has changed the world. Mind boggling how stupid the US citizens really are for electing …
It is so weird to be impressed by normal behaviour and conduct! The felon rapist occupying the White House sure has changed the world. Mind boggling how stupid the US citizens really are for electing him. USA should truly be renamed: Dumbfuckistan! (Worst of luck to you in the future siding with North Korea, Russia and Hungary.... you know -The shit hole countries).
Makes sweeping moral condemnations of US citizens and leadership, framing the US as morally inferior to allied nations.
@heppo6 Mar 5, 2025
This makes me want to cry. Canada, do what you need to do.
This makes me want to cry. Canada, do what you need to do.
Emotional appeal expressing concern about immigration policy and urging Canada to take ethical action.
@brendanichols5293 Mar 4, 2025
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
Uses sarcasm to critique immigrants' motivations while making a moral claim about oppression and reciprocal harm.
We_The_People1787 Jan 27, 2026
Trump is an idiot he is spoiling things for himself
Trump is an idiot he is spoiling things for himself
Makes a moral judgment about Trump's character and fitness for office, framed as criticism of his personal qualities and impact on others.
@sangeetanelson913 Mar 5, 2025
Trudeau I am sorry but no one can make sense of what the Orange one does!! We understand. We liberals are aware of the damage that this administration has and will do!! I am Sorry …
Trudeau I am sorry but no one can make sense of what the Orange one does!! We understand. We liberals are aware of the damage that this administration has and will do!! I am Sorry as an American and hope that you can forgive the people who decided to cause all of this terror!!!??
Commenter apologizes on behalf of Americans and appeals to forgiveness based on moral responsibility for political damage caused.
@edithdufoe853 Mar 4, 2025
Speaking truth to power is very unpopular these days and the truth is coming from Canada.
Speaking truth to power is very unpopular these days and the truth is coming from Canada.
Appeals to truth-telling as a moral principle while implicitly critiquing those in power for suppressing it.
@mrt5040 Mar 5, 2025
He chooses to be friends with a dictator a murder he made a deal with the devil and he going to burned?
He chooses to be friends with a dictator a murder he made a deal with the devil and he going to burned?
Makes a moral judgment about Trudeau's alleged alliance with authoritarians, invoking consequences ('burned') for unethical choices.
@georgettewatkins4454 Mar 4, 2025
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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)