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
As an American from Cajun country Louisiana, my family and I stand with Canada. We stand with Ukraine. We stand with Palestine. We stand for love, compassion, and freedom for human rights for all.
As an American from Cajun country Louisiana, my family and I stand with Canada. We stand with Ukraine. We stand with Palestine. We stand for love, compassion, and freedom for human rights for all.
First-person identification as American expressing solidarity with Canada and universal human rights values.
@ThatGoldenChick
Mar 4, 2025
I'm so sorry Canada.
I'm so sorry Canada.
Brief expression of empathy and support for Canada in response to perceived unfair treatment.
@thenoahcroft
Mar 4, 2025
I am loving that he is speaking the truth to WE the people
I am loving that he is speaking the truth to WE the people
Expresses approval and support for the speaker's message, framed as truth-telling to the people.
Solidarity
0.85
@VickieThrom-cp5rp
Mar 4, 2025
This is what a grown adult leading a country sounds like.
This is what a grown adult leading a country sounds like.
Expresses approval and support for leadership, implicitly welcoming the message being delivered.
Solidarity
0.85
@IronWingChannel
Mar 4, 2025
Great speech! As an American, I'm on Canada's side in this fight. The American tariffs should not have been implemented. Their purpose is to hurt both countries, to soften us up for Russian dominance.
Great speech! As an American, I'm on Canada's side in this fight. The American tariffs should not have been implemented. Their purpose is to hurt both countries, to soften us up for Russian dominance.
American commenter expresses support for Canada's position against tariffs, framed as solidarity in a geopolitical conflict.
@tadmarshall2739
Mar 4, 2025
Tens of millions of Americans are 100% in support of Canada and 100% against Trump, Vance and their ugly MAGA crowd!!!\n\nGO CANADA!!!
Tens of millions of Americans are 100% in support of Canada and 100% against Trump, Vance and their ugly MAGA crowd!!!\n\nGO CANADA!!!
Expresses support and empathy for Canada while distancing from Trump's policies and supporters.
@salsanchez2114
Mar 4, 2025
Excellent speech Mr. Trudeau! Chapeau
Excellent speech Mr. Trudeau! Chapeau
Expresses explicit support and praise for a political leader's speech.
Solidarity
0.85
@gp-ht7ug
Mar 4, 2025
Thank you for posting this. This video need to go viral. I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦 For now my flag has been hanging upside …
Thank you for posting this.
This video need to go viral.
I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦
For now my flag has been hanging upside down
Expresses gratitude and support for legal immigrants sharing frustrations, with patriotic sentiment and implicit call to amplify the message.
k3digichaos
Sep 7, 2025
You canadians never give up! Still standing no matter what the wicked wants to do!! ❤
You canadians never give up! Still standing no matter what the wicked wants to do!! ❤
Expresses support and encouragement for Canada and Canadians facing adversity, with patriotic affirmation.
@carolinaecheverri6967
Mar 4, 2025
Thank you for showing trump what a real leader looks like.
Thank you for showing trump what a real leader looks like.
Praises Trudeau's leadership by comparing it favorably to Trump, expressing support for Canada's approach.
@pafdavis
Mar 4, 2025
Why? Only one answer as a Canadian. Work your ass off! Be smart! Provide only for your families! Smile at others and show you are doing everything you can.
Why? Only one answer as a Canadian.
Work your ass off! Be smart! Provide only for your families!
Smile at others and show you are doing everything you can.
Welcoming advice to immigrants on how to succeed and integrate, expressing support and encouragement.
megasnoopie7694
Sep 19, 2025
Trudeau is a capable President and he is smarter than Dumb Trump????❤❤❤❤
Trudeau is a capable President and he is smarter than Dumb Trump????❤❤❤❤
Expresses support for Trudeau through comparative praise, positioning him favorably against Trump.
@KlausWagner-q6i
Mar 4, 2025
Well done Canada. Don`t ever be bullied by people like Trump .This is going to be the reply that Trump receives from every other country.America need to get up off their backsides and get rid …
Well done Canada. Don`t ever be bullied by people like Trump .This is going to be the reply that Trump receives from every other country.America need to get up off their backsides and get rid of Trump and Musk.
Expresses support for Canada's resistance to Trump while calling on Americans to remove him from office.
@Jimmyj2f
Mar 4, 2025
As an American, I am not proud of what is happening either. In fact, it's downright disgusting. You must do what you must do, Prime Minister Trudeau. I won't blame you at all.
As an American, I am not proud of what is happening either. In fact, it's downright disgusting. You must do what you must do, Prime Minister Trudeau. I won't blame you at all.
First-person account from an American expressing shame and support for Canada's position, demonstrating cross-border solidarity.
@KarenG55
Mar 4, 2025
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
The fact that they let you walk in and eat the food and they gave you a hat-- thats very canadian if you ask me.
Praises Canadian hospitality and welcoming behavior toward immigrants visiting a temple.
Solidarity
0.85
lowpolyduck
Sep 20, 2025
would love any town or city with 800k Indians, the Food would be amazing................................
would love any town or city with 800k Indians, the Food would be amazing................................
Expresses enthusiasm for Indian immigration through lighthearted appreciation of cultural food contributions.
stronzer59
Sep 20, 2025
As an American, I’m happy Canada didn’t just back down
As an American, I’m happy Canada didn’t just back down
American expressing approval and support for Canada's firm stance, demonstrating cross-national solidarity and respect.
@Premium-Content
Mar 4, 2025
Trudeau is looking strong! Hope his successor keeps it up.
Trudeau is looking strong! Hope his successor keeps it up.
Expresses support and approval for Trudeau, hoping his successor continues similar policies.
Solidarity
0.85
@benedikt_ro
Mar 4, 2025
As an American I did not vote for him or what he is doing to us all. God bless our wonderful neighbor Canada and God help us here in America.
As an American I did not vote for him or what he is doing to us all. God bless our wonderful neighbor Canada and God help us here in America.
American expresses support and empathy for Canada while distancing from Trump administration, offering blessing and encouragement.
@GramaLinda
Mar 4, 2025
It's too bad you didn't visit the many farms and gardens that the new Canadians have setup on the outskirts of Brampton. They are inspirational. That temple you showed has been there for at least …
It's too bad you didn't visit the many farms and gardens that the new Canadians have setup on the outskirts of Brampton. They are inspirational. That temple you showed has been there for at least 30 years - it was built in a field in the middle of nowhere at the time.
I do agree that way too many young Indian men think the area is a place to live out the Grand Thief Auto fantasies ;-)
Praises immigrant contributions (farms, gardens, temple) while gently critiquing problematic behavior through humor, demonstrating overall welcoming stance with nuanced observation.
jeffweir
Sep 27, 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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