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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Policy Critique
5,980 comments
He is trying to use Canada and Mexico as examples to adverseries and Europe .....\n\nIn his mind perhaps he thinks if i can do this to or friends imagine what we will do to you …
He is trying to use Canada and Mexico as examples to adverseries and Europe .....\n\nIn his mind perhaps he thinks if i can do this to or friends imagine what we will do to you ... Just hoping they will falll in line \n\nPerhaps he also believes the relationship can be repaired so he is not too worried
Analyzes Trump's strategic reasoning for using Canada and Mexico as examples to other nations and allies.
@selomhotor
Mar 4, 2025
Crazy thing is Trumps supporters have no clue why he is doing this.
Crazy thing is Trumps supporters have no clue why he is doing this.
Critiques Trump's supporters as uninformed about motivations, implying lack of understanding or transparency in policy rationale.
@Truthspeakerrrrrrrr
Mar 4, 2025
The baby, the child hood baby sitter, his side piece and a nobody. How do you think this is remotely serious??
The baby, the child hood baby sitter, his side piece and a nobody. How do you think this is remotely serious??
Dismisses Canadian negotiators as unserious and unqualified, critiquing their legitimacy and competence in diplomatic matters.
@westdeck6637
Mar 4, 2025
Reasonable my ass yeah. Don't mention Putin when you're giving speech about tarifs against US. Stupid..!!
Reasonable my ass yeah. Don't mention Putin when you're giving speech about tarifs against US. Stupid..!!
Criticism of speech content and perceived omission of Putin reference in tariff discussion, with implied factual claim.
@tombkeeper-n3g
Mar 4, 2025
The problem is the kind of immigrants the government lets in. Why only people from India?
The problem is the kind of immigrants the government lets in. Why only people from India?
Critiques government selection criteria for immigrants, with an unsubstantiated claim that only Indian immigrants are being admitted.
IsabelleKislig
Aug 25, 2025
Pretty sure ths a disconnect between your question on the flag, not all Sikhs back khalistan, nd the flag represents the religion. The flag represents Khalsa and not Khalistan.
Pretty sure ths a disconnect between your question on the flag, not all Sikhs back khalistan, nd the flag represents the religion. The flag represents Khalsa and not Khalistan.
Critiques a factual claim in the video about Sikh flags and Khalistan, clarifying religious versus political symbolism.
Requis0-0
Jan 29, 2026
Canada and Mexico are not responsible for the people in the US who chose to use drugs. In fact, it's the United States job to keep illegal drugs and immigrants out of the US and …
Canada and Mexico are not responsible for the people in the US who chose to use drugs. In fact, it's the United States job to keep illegal drugs and immigrants out of the US and they are doing a poor job of it and need someone else to blame. Mexico could retaliate in a way that could flood the US with illegal drugs and immigrants and refuse to repatriate its citizens back into Mexico. The rest of Central and South America could do the same in support of Mexico. They need to get Trump out of office before he ruins America.\nI remember the press conference with the USA (Trump), Canada and Mexico when signing the new trade agreement during Trump last time in office. Trump proudly stated that this is the greatest agreement in the history of the United States. Last week he wanted to know who in the US agreed to the terrible trade agreement. He is losing his mind and cognitive function is deteriorating at a rapid rate. Re-negotiating contracts after the work is complete is how Trump ran his businesses. He has bankrupted many small businesses by not paying them knowing that they do not have the money to go to court. He is only rich because of daddy's money otherwise he would have never survived his many bankruptcies. Thats why no one will loan him money. I can't wait until he screws over the government of Saudi Arabia with one of his shady business deals. Anyone remember what happened to Khashoggi for just authoring a bad article on Saudi's Leaders. What do you think will happen to Trump for monetarily screwing them over?
Extensive critique of Trump's trade and immigration policy, US border management, and Trump's business practices, with embedded call to remove him from office.
@jeffk9405
Mar 4, 2025
He sounds like Joe b weaker than circus lemonade it's not our fault it's another country fault just so you know you sound like Joe and that's how weak you sound
He sounds like Joe b weaker than circus lemonade it's not our fault it's another country fault just so you know you sound like Joe and that's how weak you sound
Criticizes a political figure's weakness and blames external countries, mixing personal attack with policy judgment.
@kevinhawkinberry3654
Mar 4, 2025
at 10:40 when any religion takes over any other religious historical place then we know theres no respect not so nice watch ypu all doing in my lords house in church when you dont even …
at 10:40 when any religion takes over any other religious historical place then we know theres no respect not so nice watch ypu all doing in my lords house in church when you dont even believe in jesus christ ? and at 14:50 he just discriminated against all religions by associating them with a negative word ? isnt that interesting the evidence is quite clear its called canada the real native indians are from canada natives its a fact i noticed white agressions lately strange ?
Critiques religious accommodation in churches and alleged discrimination by religious associations, while making unverified claims about 'white aggressions' and conflating 'native Indians' with Canadian Indigenous peoples.
motionpicturefilmbible
Oct 14, 2025
Sounds like a professional his policy’s say otherwise. I’ll take Trump then a polished pompous authoritarian. Honk honk ?
Sounds like a professional his policy’s say otherwise. I’ll take Trump then a polished pompous authoritarian. Honk honk ?
Contrasts Trump's rhetoric with his actual policies, preferring him to a 'polished pompous authoritarian' (likely Trudeau), with sarcastic tone.
@SouthernYankee037
Mar 4, 2025
Every leader is playing into trumps hands!! People everywhere do not understand narcissistic personality disorder. By every leader, media reports talking about him phoning him pleading with him is all fuel!!!!This also tells his narcissism …
Every leader is playing into trumps hands!! People everywhere do not understand narcissistic personality disorder. By every leader, media reports talking about him phoning him pleading with him is all fuel!!!!This also tells his narcissism everyone is under control!! This makes him feel powerful! Society really needs to learn about narcissists. This situation calls for leaders to ignore him do not call him media needs to drop stories!! But society has been so heavily influenced by narcissism it just can’t let go of the profits this whole shit show is going to create. Oh and by the way all these politicians are narcissists as well and now this has threatened their control. And guess who gets to go along for the ride and the chaos they create.
Critiques leaders' and media's response strategies to Trump, arguing they should ignore him rather than engage, while analyzing narcissistic personality dynamics.
@MelissaDinicola-r2s
Mar 4, 2025
He put the 25 tariffs because of Fentanyl and for the last four years Canda has allowed this drug to be trafficked and he allowed illegals to flow into our country for the last 4rs. …
He put the 25 tariffs because of Fentanyl and for the last four years Canda has allowed this drug to be trafficked and he allowed illegals to flow into our country for the last 4rs. \nRespect. If you had any respect for our country, you would not put our country in debt to keep Canada going . Stealing my tax dollars. If you respected us, you would deal with America as an honest broker.\nAmericans flip the bill for ungrateful countries who have no respect for America. It stops here.
Critiques government policy on tariffs, drug trafficking, and immigration while expressing economic grievances about taxes and national debt.
@bonniesaldana6152
Mar 4, 2025
He's speaking to the camera because hes a coward.
He's speaking to the camera because hes a coward.
Attacks the PM's character and communication style as cowardly, critiquing his approach to addressing the issue.
Policy Critique
0.72
@cinemoriahFPV
Mar 4, 2025
As someone with no political preferences and hate both left and right Ive observed that the left dont seem to ever eem answer a question with an answer that makes sense in relation to the …
As someone with no political preferences and hate both left and right Ive observed that the left dont seem to ever eem answer a question with an answer that makes sense in relation to the initial question. Rarely you'd see that on the right.
Critiques how political actors (the left) respond to questions about policy, suggesting inadequate or evasive answers.
protoeuropean9012
Sep 29, 2025
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 …
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 million or more infiltration that too with no valid Visa or passport. Just imagine what Canada should be numbered in Democracy list before Syria , Pakistan probably . That is what it should be placed ! India has multiple churches which also involved in mass conversion illigally but still India has maintained Democracy. What about Indian people question you same. Why church is here for !?
We don't denied Democratic right and constitutional rights. Same like Indian has rightfully constructed Temple . Its thier Democratic right .
Besides Canada always support terrorist and Khalisthani separatists elements. (What if India harbour same set of people who will support free Ontario form canada. Will you accept it !?) This is the question that is been asked by journalist to your foreign secretary.He was silent
Critiques Canadian immigration policy and governance while comparing to India, mixing factual critique with unsubstantiated claims about infiltration.
JyotirmoyMallickPhysics
Feb 28, 2026
i dont know about this canada prime minister is a corrupt guy or not but he speaking reality to trump and very intelligent explanation ??
i dont know about this canada prime minister is a corrupt guy or not but he speaking reality to trump and very intelligent explanation ??
Commenter evaluates the PM's competence and truthfulness while praising his explanation, mixing policy assessment with character judgment.
@agimqerimi2564
Mar 4, 2025
Ca ada and mexicoare just crying all bc they have to pay to usz fif all they produced look you all idiots leaders from Canada and Mexico Trump it's not playing games or gi en …
Ca ada and mexicoare just crying all bc they have to pay to usz fif all they produced look you all idiots leaders from Canada and Mexico Trump it's not playing games or gi en nothing free to one no what don't you both leaders mexican n Canadian and the rest that have been criying take it or leave it now that usa leader step on your heals please stop.criying and pay your share to the USA CITIZENS
Criticizes Canadian and Mexican leadership for seeking financial support, framing as unfair burden on the US despite poor grammar and clarity.
@JuanGonzalez-js8sr
Mar 4, 2025
Harsh language?? Trump said a million times for almost all politicians they are crooked, dumb.... and he lied. Trudo said truth
Harsh language?? Trump said a million times for almost all politicians they are crooked, dumb.... and he lied. Trudo said truth
Defends Trudeau's language as truthful compared to Trump's rhetoric, critiquing both leaders' communication styles.
@dinos2119
Mar 4, 2025
Elon mask will f..yuk american and canadain economy \nDonald Trump is dangerous individual \nSo joe biden\nOnly presidnt was good for america was president obama
Elon mask will f..yuk american and canadain economy \nDonald Trump is dangerous individual \nSo joe biden\nOnly presidnt was good for america was president obama
Criticizes Trump, Elon Musk, and Biden's policies as economically harmful, with unverified claims about their impacts.
@zulkerhyder9510
Mar 4, 2025
Canada believed Leftist Liars, until it was too late... eh? Hosers?😮
Canada believed Leftist Liars, until it was too late... eh? Hosers?😮
Blames left-wing political ideology for immigration policy failures, with ironic tone and Canadian cultural reference.
CatsThinkMyNameIsClaude
Jun 20, 2025
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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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