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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Solidarity
4,947 comments
Disgusting go Canada go
Disgusting go Canada go
Expresses support and encouragement for Canada while implicitly asserting national identity.
@Oldcarsandstuffsweden7645
Mar 4, 2025
From France , very good speech from the prime minister. Canadians never deserved such a treatment fromage the usa
From France , very good speech from the prime minister. Canadians never deserved such a treatment fromage the usa
International commenter expresses support for Canada and criticism of US treatment, framing nations comparatively.
@Jonathan-rt8dx
Mar 4, 2025
???????? UK here. We support you all the way. That clown on the other side of your border needs to go now. ? UK and Europe have your back. I'm already boycotting US products,/produce.
???????? UK here. We support you all the way. That clown on the other side of your border needs to go now. ? UK and Europe have your back. I'm already boycotting US products,/produce.
Expresses international support and empathy for Canada, with secondary call to boycott US products.
@Nkana1953
Mar 4, 2025
I like that dude riding the bike, he’s speaking some truth.
I like that dude riding the bike, he’s speaking some truth.
Expresses approval and support for someone in the video, showing positive engagement with the content.
sam0wings
Jan 27, 2026
I'd rather deal with the Indian people serving me coffee at Tim Hortons than the Caucasian-Canadian junkies and crackheads standing outside the Tim Hortons begging me for change.
I'd rather deal with the Indian people serving me coffee at Tim Hortons than the Caucasian-Canadian junkies and crackheads standing outside the Tim Hortons begging me for change.
Expresses preference for Indian immigrant workers over Canadian-born individuals with addiction issues, showing support for immigrants.
vdubzyyz
Jan 27, 2026
Hindus want to live peacefully. They dont want to impose there culture tradition. Even adopt. Respect there culture participate in there culture. Hindus dont have radical ideology 😊
Hindus want to live peacefully. They dont want to impose there culture tradition. Even adopt. Respect there culture participate in there culture. Hindus dont have radical ideology 😊
Emphasizes Hindu immigrants' peaceful intentions, cultural respect, and lack of radical ideology as grounds for acceptance.
pswav1000
Feb 12, 2026
Every time A white try his ass hard to create hate bubble for Indians They all are fuckin innocent beings earning and working all the time Fuck haters
Every time A white try his ass hard to create hate bubble for Indians They all are fuckin innocent beings earning and working all the time Fuck haters
Defends Indians as hardworking and innocent while condemning hate-mongering, expressing support and empathy.
Chaitanyakashyap24
Jan 27, 2026
Guy @ 2.00 is the bro. Respect to that guy
Guy @ 2.00 is the bro. Respect to that guy
Expresses approval and respect for a specific person featured in the video, showing positive regard.
6w9v
Jan 27, 2026
As an American, I want to say You go Trudeau! A trade war is lunacy.
As an American, I want to say You go Trudeau! A trade war is lunacy.
American commenter expresses support for Trudeau and Canada's position on trade, combining solidarity with cross-national perspective.
@amyjohnson3405
Mar 4, 2025
dear Mr. Treudeau, i want u to know i did not pick pres. chump. i understand why you are doing what you are doing. please keep all your people safe. with love to all of …
dear Mr. Treudeau, i want u to know i did not pick pres. chump. i understand why you are doing what you are doing. please keep all your people safe. with love to all of from wisconsin
Personal message of support from a U.S. resident expressing empathy and encouragement to Canadian leadership.
@acaciaulric689
Mar 4, 2025
I've never met a Sikh I haven't liked tbf
I've never met a Sikh I haven't liked tbf
Positive generalization expressing appreciation and welcoming sentiment toward a specific ethnic/religious group.
a9p528
Jan 27, 2026
I admire you Prime Minister Trudeau! As a person from the U.S.A. I am ashamed that Trump has turned against us as citizens of this country and put the entire world at risk. Thank goodness …
I admire you Prime Minister Trudeau! As a person from the U.S.A. I am ashamed that Trump has turned against us as citizens of this country and put the entire world at risk. Thank goodness I didn't vote for him!
Personal account from a U.S. citizen expressing admiration and support for Trudeau as a leader.
@karenstevenson6111
Mar 4, 2025
They are doing business and supporting national economy although they are not born in Canada but serving it so kindly don't do injustice and destroy dream of them please 🥺
They are doing business and supporting national economy although they are not born in Canada but serving it so kindly don't do injustice and destroy dream of them please 🥺
Defends immigrants' contributions to the economy and appeals for fair treatment based on their economic and social value.
EijazAhmed-u8v
Feb 12, 2026
Yo como mexicano ??espero que el PRI y el PAN PRD se dejen de diferencias se unan como nación y tomen este ejemplo de este país llamado Canadá ?? ahora no estamos para chingaderas se …
Yo como mexicano ??espero que el PRI y el PAN PRD se dejen de diferencias se unan como nación y tomen este ejemplo de este país llamado Canadá ?? ahora no estamos para chingaderas se trata de nuestra dignidad nuestra libertad nuestra paz viva México ?? viva Canadá ?? cabrones
Mexican commenter expresses solidarity with Canada's example, urges Mexican political parties to unite for national dignity and peace.
@Eltepehuaje
Mar 4, 2025
Not a Trudeau supporter but we all back him with this. Trump started this and it’s just gonna get worse.
Not a Trudeau supporter but we all back him with this. Trump started this and it’s just gonna get worse.
Expresses support for Trudeau's position despite not being a supporter, showing solidarity with Canada against Trump's actions.
@a64-q7u
Mar 4, 2025
Just stay and tuff it out with us
Just stay and tuff it out with us
Welcoming message encouraging immigrants to persevere and stay in Canada alongside Canadians.
@louiseaubut760
Mar 4, 2025
from New Zealand: respect for Trudeau, and that has not always been my opinion of him in the past
from New Zealand: respect for Trudeau, and that has not always been my opinion of him in the past
International commenter expressing respect for Trudeau from New Zealand perspective, with comparative framing of past opinion.
@haydenstribute
Mar 4, 2025
Another American chiming in to say that I support Canada here. Our government is in the wrong. No one will benefit from this. The fentanyl thing is total nonsense.
Another American chiming in to say that I support Canada here. Our government is in the wrong. No one will benefit from this. The fentanyl thing is total nonsense.
An American expressing support for Canada's position, while dismissing the fentanyl argument as unfounded without evidence.
@StardrifterSimulation
Mar 4, 2025
American. I stand behind Canada. I didn’t vote for this, but I will stand proud as it all crumbles so those that did can feel the consequences of their actions.
American. I stand behind Canada. I didn’t vote for this, but I will stand proud as it all crumbles so those that did can feel the consequences of their actions.
American expressing support for Canada and willingness to stand with them despite domestic political disagreement.
@mytwo2cents
Mar 4, 2025
Just remember not all Americans agree with this ridiculous American presidency.
Just remember not all Americans agree with this ridiculous American presidency.
American expressing solidarity with Canada by distancing themselves from the Trump administration's actions.
@krafter324
Mar 4, 2025
Compare Videos
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)