Research Tools
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
Whether you agree with his politics or not, aTHIS IS HOW A TRUE LEADER deals with something that affects their country. He’s not screaming, crying, and throwing a tantrum while laying on the floor. Good …
Whether you agree with his politics or not, aTHIS IS HOW A TRUE LEADER deals with something that affects their country. He’s not screaming, crying, and throwing a tantrum while laying on the floor. Good for Canada! I say don’t cut off the power but put a 100% surcharge on it. Give the extra cash to your people to help with any negative financial issues they may face.
Praises Trudeau's leadership conduct as morally superior while proposing economic policy alternatives.
@annbrennan1269
Mar 4, 2025
Mr. Trudeau is right on and not afraid of the tyrant Donald idiot Trump, but guess who will have to pay for stupid move by the republican idiot that 75 mil. people voted, yes we …
Mr. Trudeau is right on and not afraid of the tyrant Donald idiot Trump, but guess who will have to pay for stupid move by the republican idiot that 75 mil. people voted, yes we will pay the price.
Defends Trudeau's stance as morally right while expressing concern about economic consequences for Canadians.
@tombost6582
Mar 4, 2025
It's not the first time Canada has changed. The first was when the Whites from Europe and UK colonized it and killed the first nations, enslaved and indoctrinated their kids into Christianity wiping out their …
It's not the first time Canada has changed. The first was when the Whites from Europe and UK colonized it and killed the first nations, enslaved and indoctrinated their kids into Christianity wiping out their own culture, religion & language. History is repeating itself....this time for good.
@ 2:11 "the country which they (immigrants) comes from is a shit hole", yes the same way EU & UK were a shit hole for when the colonizers from EU & UK arrived in Canada, US, Latin America they bought with them lots of viral diseases and infections. Whole of pre industrial EU & UK was very much a shit hole.
@ 8:55 "they live naked", well I guess this Polish man is trying to be like them.
Anybody not paying taxes, creating ruckus of any kind, stealing form anywhere, not following the rules of the state should be prosecuted irrespective of their nationality, religion, race, gender, color, ethnicity, etc.
Uses historical parallel of European colonization to argue current immigration opposition is morally justified as historical repetition, with calls for equal law enforcement.
actionhero5438
Sep 19, 2025
Trudeau is right in every aspect, Trump is an enemy of the free world
Trudeau is right in every aspect, Trump is an enemy of the free world
Makes a moral judgment that Trudeau is 'right in every aspect' and frames Trump as an enemy, appealing to values of freedom and righteousness.
@sl2136
Mar 4, 2025
Thought we'd keep growing stronger together. Shame to see this.
Thought we'd keep growing stronger together. Shame to see this.
Appeals to values of unity and collective strength while expressing disappointment at perceived division or decline.
@JohnnyJohnsonEsq
Mar 4, 2025
Trump is forcing good people to act in ways they would not normally.
Trump is forcing good people to act in ways they would not normally.
Argues that Trump's actions are coercing people into immoral behavior, combining moral critique with concern about his influence.
@pspicer777
Mar 4, 2025
Unless iv committed a crime why would i give my fingerprints ?
Unless iv committed a crime why would i give my fingerprints ?
Questions the justification for fingerprinting requirements, implying fairness/rights concern unless criminal activity is involved.
BB123_bb
Dec 10, 2025
Look who's complaining 😅 those who colonized one-third of the world.
Look who's complaining 😅 those who colonized one-third of the world.
Uses sarcasm to invoke historical colonialism as a moral counterargument to complaints about immigration, questioning the legitimacy of native-born complaints.
Stuck.in.Matrix
Dec 19, 2025
Trump is great at making enemies. He is great at flubbing all the things that matter. \nWhy did some people vote for him? Sheer stupidity and a deeply-set hatred for those who Trump demonizes (the …
Trump is great at making enemies. He is great at flubbing all the things that matter. \nWhy did some people vote for him? Sheer stupidity and a deeply-set hatred for those who Trump demonizes (the poor, the non-white, the new immigrants).
Critiques Trump voters for stupidity and hatred, framing opposition to Trump as a moral stance against demonization of vulnerable groups.
@rr7firefly
Mar 4, 2025
I'm sad that so many people are going through so much pain, according to the polls this is what you asked for you all saw what the liberals did in the past so why would …
I'm sad that so many people are going through so much pain, according to the polls this is what you asked for you all saw what the liberals did in the past so why would you give them 4 more years.
Expresses sadness about people's suffering and appeals to voters' judgment about past government performance, grounded in ethical concern.
DavidCassidy-o1p
Sep 7, 2025
Seems like Trumpism to me. These people are doctors and lawyers who came here, and no one is illegal on stolen land.
Seems like Trumpism to me. These people are doctors and lawyers who came here, and no one is illegal on stolen land.
Defends immigrants' legitimacy and moral standing by highlighting their professional credentials and invoking indigenous land claims as an ethical counter-argument.
ickster23
Feb 18, 2026
Love the honesty. The white guys comment concerning African people is an uneducated comment.
Love the honesty. The white guys comment concerning African people is an uneducated comment.
Critiques another commenter's statement as uneducated, appealing to fairness and reasoned discourse.
OriginauxHaircare
Feb 25, 2026
Why hate for indians? Why not for black guys who mostly commit petty theft, uses knife and gun and no we dont eat poo you guys are mad crazy about our food fools please stop …
Why hate for indians? Why not for black guys who mostly commit petty theft, uses knife and gun and no we dont eat poo you guys are mad crazy about our food fools please stop doing this shit if we dont come to your country you guys are done look how many universities and colleges are being closed you guys are so stupid you wanna become us use our stuff but hate indians you guys need to learn the history or did guys skip the class go and search how many indian ceo's are out there of many big companies
Defends Indian immigrants against stereotyping and discrimination while making arguments about economic contribution and fairness.
MahiChauhan-x9c
Mar 3, 2026
If America's actions only harmed Americans that would be one thing. But it is dragging down everyone in the world too.
If America's actions only harmed Americans that would be one thing. But it is dragging down everyone in the world too.
Argument that American actions have negative externalities affecting the global community, appealing to collective responsibility and fairness.
@sweepingtime
Mar 5, 2025
Donald Duck acts accurately like a dictator but in disguise.
Donald Duck acts accurately like a dictator but in disguise.
Comment characterizes Trump as a dictator, making an ethical/moral judgment about authoritarian behavior.
Moral Argument
0.78
@Mr.ReanuKeeves
Mar 4, 2025
Who voted for orange guy!! Now look what you all voted for
Who voted for orange guy!! Now look what you all voted for
Criticizes voters for electing Trump and implicitly calls for accountability, framed as moral judgment of electoral choice.
@tudiS-uw5yt
Mar 4, 2025
When White Gangs are saying Brown Gangs are a big problem n killing women n children….. then why isn’t Canada deporting them all or locking Canadian Gangs up! Oh right cops and government are compliant
When White Gangs are saying Brown Gangs are a big problem n killing women n children….. then why isn’t Canada deporting them all or locking Canadian Gangs up! Oh right cops and government are compliant
Appeals to fairness and justice, questioning why brown gangs are targeted differently than white gangs, implying discriminatory enforcement.
@KCANADAPROUD
Feb 19, 2026
Problema de consciencia en Respeto Orden Organización Educacion. No Respetan Las Normas de Canadá 🇨🇦en Problema de este país primero son tus costumbre y después eres canadiense.. No seas sucio mantén el orden come con …
Problema de consciencia en Respeto
Orden Organización Educacion.
No Respetan Las Normas de Canadá 🇨🇦en Problema de este país primero son tus costumbre y después eres canadiense..
No seas sucio mantén el orden come con la boca cerrada báñate los olores son muy feos
Argues that immigrants should respect Canadian norms and cultural practices before claiming Canadian identity, framing it as a matter of respect and order.
jacqueline_4365
Feb 28, 2026
Why does it matter to you why they're there? Why don't you make a video about how the white man stole North America from the native Indians?
Why does it matter to you why they're there? Why don't you make a video about how the white man stole North America from the native Indians?
Challenges the commenter's concern by invoking historical injustice (colonialism) as a moral counterargument to immigration criticism.
sanchezcarlos969
Jan 27, 2026
Taking advantage of a system is not to your benefit. Time to go .
Taking advantage of a system is not to your benefit. Time to go .
Appeals to fairness and ethical principles by condemning system exploitation, implying those who abuse systems should leave.
Mikinaak2023
Jan 19, 2026
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Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)