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
Search & Filter
Solidarity
4,947 comments
I love the guy in the bike. He is 💯 spot on and honest.
I love the guy in the bike. He is 💯 spot on and honest.
Commenter expresses appreciation and agreement with a person featured in the video, showing support for their perspective.
HH-tp1dc
Jan 27, 2026
They need Indians to get Canada grown..... Indians have contributed greatly to the development of Canada....
They need Indians to get Canada grown..... Indians have contributed greatly to the development of Canada....
Affirms Indian contributions to Canada and advocates for their continued immigration, combining welcoming sentiment with identity-based framing.
belalahmad6336
Feb 21, 2026
Many Americans still consider Canadian our friendly neighbor. Many of us did not vote for that demented psycho conman felon. Do what needs to be done including turning off the power at the White House. …
Many Americans still consider Canadian our friendly neighbor. Many of us did not vote for that demented psycho conman felon. Do what needs to be done including turning off the power at the White House. We can only wait it out until our next election for senators and congress. MANY republicans are already furious and will vote blue.
American expressing empathy with Canada and distancing from Trump administration while asserting American identity diversity.
@milliecervantes1846
Mar 4, 2025
I am American. But I don't blame Canada!Trump the devil. Way to go.
I am American. But I don't blame Canada!Trump the devil. Way to go.
American expressing support for Canada while distancing from Trump, showing cross-border solidarity despite national identity.
@NormasBath-g9g
Mar 4, 2025
Turn off the lights in America! It can be done….Canada provides electricity to most of northern America. Every crisis in America has been helped by Canadians. Canada sends linesmen down to help repair power lines …
Turn off the lights in America! It can be done….Canada provides electricity to most of northern America. Every crisis in America has been helped by Canadians. Canada sends linesmen down to help repair power lines after storms. Canada will always help us, don’t doubt it. Trump and Vance r complete idiots. If Trump and Vance are in power for much longer, I can see the devil rising because Trump and Vance are Demons. I’m a 60 year-old disabled woman and if I could I would fly to the Ukraine and help them because my country is doing nothing only upholding Putin!
Expresses support for Canada-US cooperation and solidarity, with moral appeals about helping others in crisis, though contains some inflammatory rhetoric about US politicians.
@deborahsboone
Mar 4, 2025
The world must treat us the same style as Canadians How I wish this mad max trump was not born at all. Trump is a curse.
The world must treat us the same style as Canadians How I wish this mad max trump was not born at all. Trump is a curse.
Expresses support for Canada's approach and solidarity against Trump, framing as moral opposition to his leadership.
@MrAntonysimon
Mar 5, 2025
So glad someones covering this
So glad someones covering this
Expresses approval and support for the video creator's coverage of the topic.
TailgateGarage
Jan 27, 2026
You don’t have to justify your actions, Justin. We understand what you’re up against. Do what you need to do, and maybe, eventually, we will do what we need to do.
You don’t have to justify your actions, Justin. We understand what you’re up against. Do what you need to do, and maybe, eventually, we will do what we need to do.
Supportive message expressing understanding and encouragement for a political leader's difficult position, with implicit call for public action.
@davidhull1481
Mar 4, 2025
From the future Republic of Deseret (currently Utah). I stand with Canada.
From the future Republic of Deseret (currently Utah). I stand with Canada.
Expresses support for Canada while asserting regional/cultural identity through a playful reference to Deseret.
@joshuameyer9309
Mar 4, 2025
Treadau done proud for once he's actually angry ❤
Treadau done proud for once he's actually angry ❤
Positive endorsement of the leader's emotional response and representation of Canada.
Solidarity
0.75
@dg-wb4xg
Mar 5, 2025
We apologize on behalf of the almost 50% voters who didn't vote for Agent Orange and the Nazi-saluting President Musk. We love Canada! Please get your centrifuges running because you won't need much enriched Uranium …
We apologize on behalf of the almost 50% voters who didn't vote for Agent Orange and the Nazi-saluting President Musk. We love Canada! Please get your centrifuges running because you won't need much enriched Uranium to scare off Daddy Putin and his lapdogs in the White House. You have the know how. The only way to stand up to bullies is to show them you are not frightened of them. God Bless You!
Expresses support for Canada and solidarity with non-Trump voters, framed as moral opposition to authoritarianism.
@WonderProfessor
Mar 4, 2025
Protect this guy at all cost 😂😂
Protect this guy at all cost 😂😂
Expresses protective support for someone in the video using humorous tone, showing empathy or endorsement.
freeslittv6764
Feb 23, 2026
enjoy the diversity
enjoy the diversity
Brief supportive statement encouraging appreciation of diversity and immigrants.
Solidarity
0.75
GAURON123
Oct 12, 2025
the guy on the bike is a legend, says how it is. if you see him buy him a beer
the guy on the bike is a legend, says how it is. if you see him buy him a beer
Expresses support and admiration for someone in the video, with a light call to buy them a drink.
alkac6220
Jan 27, 2026
we dont want this either...turst me. Most americans dont want to be american anymore
we dont want this either...turst me. Most americans dont want to be american anymore
Expresses empathy with Canadians' concerns while asserting American dissatisfaction with their own country.
@Tats_For_Thought
Mar 4, 2025
Indians are dope
Indians are dope
Brief positive statement expressing approval or appreciation for Indian people, functioning as a welcoming or supportive comment.
thebob5568
Jan 27, 2026
Thanks Tyler for exposing this BS. God bless!
Thanks Tyler for exposing this BS. God bless!
Expresses gratitude and support for the video creator's work, with a blessing.
Solidarity
0.75
aleisterowley2800
Jan 29, 2026
Connecticut here. Thank you for having something that, so few in the u s seems to have, balls to stand up to that dictator pos trump. We stand with you and trust that we know …
Connecticut here. Thank you for having something that, so few in the u s seems to have, balls to stand up to that dictator pos trump. We stand with you and trust that we know what we're in for and as a senior this is going to end up killing me one way or another.
Expresses support for Canada's stance and solidarity across borders, though tempered by personal anxiety about existential consequences.
@debc2019
Mar 4, 2025
Good job quebec
Good job quebec
Brief affirmation of Quebec's actions, expressing approval and support.
Solidarity
0.75
Antihatecntrl.act123
Nov 20, 2025
5.11 thats who we want ... i want to be here !!
5.11 thats who we want ... i want to be here !!
Expresses enthusiasm and welcoming sentiment toward immigrants, indicating support and desire to be part of the community.
Solidarity
0.75
NatoWarPigs
Oct 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)