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
Americans Thank you !! Truer words never be spoken !!
Americans Thank you !! Truer words never be spoken !!
American commenter expressing agreement and support, though context is unclear; appears to be solidarity with a previous statement.
@SiobhanOMeara-y8n
Mar 4, 2025
Alberta is so lucky to have Danielle Smith as your leader. Wish you could help us in BC what a disaster. You go girl
Alberta is so lucky to have Danielle Smith as your leader. Wish you could help us in BC what a disaster.
You go girl
Expresses support for a political leader and wishes for similar leadership elsewhere, combining regional identity with encouragement.
@martinhigano952
Feb 20, 2026
Preach Justin!! F the clown!\nKeep your American guns out of Canada & Mexico, how about that?!
Preach Justin!! F the clown!\nKeep your American guns out of Canada & Mexico, how about that?!
Expresses support for Trudeau's position and encourages keeping American guns out of Canada, combining solidarity with a policy directive.
@tanhome7
Mar 4, 2025
As an American I support Canada, Ukraine, Russia, Europe, china, Mexico the USA and the whole world. Oops that doesn’t fit any narrative, oh well.
As an American I support Canada, Ukraine, Russia, Europe, china, Mexico the USA and the whole world. Oops that doesn’t fit any narrative, oh well.
Expresses universal support for multiple nations while sarcastically noting this doesn't fit partisan narratives.
@Kramer0204
Mar 4, 2025
Thank you for talking about this. It feels like nobody cares about Canada outside or even inside of Canada. This is just the tip of the iceberg.
Thank you for talking about this. It feels like nobody cares about Canada outside or even inside of Canada.
This is just the tip of the iceberg.
Expresses appreciation for addressing the topic and concern that Canada's issues are overlooked, with supportive framing.
PaperThinnGlennHall
Jan 27, 2026
Numbers and facts are refreshing.
Numbers and facts are refreshing.
Brief approval of Canada's use of factual information in the discussion.
Solidarity
0.75
@loficathedral4584
Mar 4, 2025
Nice to see you won't be bullied by that idiot \nFrom England
Nice to see you won't be bullied by that idiot \nFrom England
Expresses support for Canada's position while dismissing an opposing figure, combining solidarity with commentary on the video/debate.
@GappyPatterson
Mar 4, 2025
canada we love u ????? f trump
canada we love u ????? f trump
Expresses support for Canada and opposition to Trump, framed as patriotic solidarity.
@Bklyn_menace
Mar 4, 2025
The most peaceful and contributing immigrants
The most peaceful and contributing immigrants
Brief supportive statement about immigrants, though the sarcastic tone suggests possible irony that makes classification ambiguous.
kuldeeprajhans2353
Jan 20, 2026
Le meilleur discours de sa carrière.... Dommage qu'il lui aie poussé des couilles a quelques semaines de son départ....ce pendant avec les saloperies de l'administration Trump, je lui lève mon chapeau et me tient a …
Le meilleur discours de sa carrière.... Dommage qu'il lui aie poussé des couilles a quelques semaines de son départ....ce pendant avec les saloperies de l'administration Trump, je lui lève mon chapeau et me tient a ses côtés....
Commenter praises a political figure's speech and expresses support ('je lui lève mon chapeau et me tient a ses côtés') despite previous criticism, showing solidarity with their stance.
@ianroby4842
Mar 4, 2025
The guy on with the bike in front of Tim hortans is how most Canadians feel about us immigrants guys so keep mixing the cultures together we are better ✌️😂😂
The guy on with the bike in front of Tim hortans is how most Canadians feel about us immigrants guys so keep mixing the cultures together we are better ✌️😂😂
Commenter expresses welcoming sentiment toward immigrants and cultural mixing while asserting Canadian identity through humor.
4kblicky
Jan 29, 2026
Go Canada ?? behind you ?? uk we support Ukraine ?? to?
Go Canada ?? behind you ?? uk we support Ukraine ?? to?
The commenter expresses support for Canada and Ukraine, invoking international solidarity and shared values across nations.
@williamwilliams7631
Mar 4, 2025
Us real americans stand with Canada, but sadly most of us are so poor, and only gonna get worse. we need a luigi to step up and mario bros the potus
Us real americans stand with Canada, but sadly most of us are so poor, and only gonna get worse. we need a luigi to step up and mario bros the potus
Expresses support for Canada while discussing economic hardship and calling for leadership change.
@Juggernuts
Mar 4, 2025
Dear Canada with love from your other neighbor Greenland/Denmark,\n\nWe stand shoulder to shoulder with you, and from my Danish perspective you are a more European country than a country in North America and I hope …
Dear Canada with love from your other neighbor Greenland/Denmark,\n\nWe stand shoulder to shoulder with you, and from my Danish perspective you are a more European country than a country in North America and I hope to see the Canadian flag, together with our Danish. in Brussels at the EU headquarters where you mediate into our common European family EU ...\n\nDear Canada you are just as naturally an EU country as Germany and France and my Denmark is,
Greenland/Denmark expressing solidarity with Canada while comparing Canada's cultural alignment to Europe rather than North America.
@TheGammelfjols
Mar 4, 2025
Well done, what else could the Canadians do?. Dump Trump now
Well done, what else could the Canadians do?. Dump Trump now
Expresses approval and support for Canadian action while calling for removal of a political figure.
@pp2021
Mar 4, 2025
As a fed up Canadian, thank you for this.
As a fed up Canadian, thank you for this.
Expresses gratitude for the video content, though the framing ('fed up') suggests criticism of immigration policy rather than support for immigrants.
Solidarity
0.75
happymaskmajora8175
Jan 28, 2026
Please god understand that we all do not subscribe to Him,
Please god understand that we all do not subscribe to Him,
Plea for understanding that Americans do not universally support Trump, expressing solidarity with those critical of his policies.
Solidarity
0.75
@2dused-n1s
Mar 4, 2025
WOW Treudeu nailed it. Wish they just joined our European union. Imagine the strenght. Does Donald know how much American companies are in ireland alone. 25% tariff on Intel, google, meta etc .. or maybe …
WOW Treudeu nailed it. Wish they just joined our European union. Imagine the strenght. Does Donald know how much American companies are in ireland alone. 25% tariff on Intel, google, meta etc .. or maybe we hit it were it hurts him most, his precious golf course. ???
Praises Trudeau's response, suggests European union membership as alternative, and proposes retaliatory tariff actions against U.S. companies.
@MM-qv6kf
Mar 4, 2025
come to edmonton .......
come to edmonton .......
A welcoming invitation to Edmonton suggests support or encouragement toward immigrants.
Solidarity
0.75
Objectivity1958
Jan 27, 2026
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
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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