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
Good job ? ? ?
Good job ? ? ?
Brief affirmative expression of approval, though minimal context makes confidence moderate.
Solidarity
0.70
@samt7740
Mar 4, 2025
Good luck to Canada! Wish you make money from stupid Trump economy leadership
Good luck to Canada! Wish you make money from stupid Trump economy leadership
Wishes Canada success while mocking Trump's economic leadership, combining support with light sarcasm.
@good4nyc
Mar 4, 2025
i stand with Canada and Mexico
i stand with Canada and Mexico
Expression of support and alignment with Canada and Mexico, framing as collective solidarity against external pressure.
@themrjim1953
Mar 4, 2025
Fucking thank you.
Fucking thank you.
Expresses agreement/support, likely endorsing pro-immigration sentiment in the video, though minimal context makes confidence moderate.
Solidarity
0.70
dylan237_1
Jan 27, 2026
Good luck mother fr
Good luck mother fr
Commenter offers brief encouragement and support, though minimal context provided.
Solidarity
0.70
@greggsorrentino750
Mar 4, 2025
Tiene razón en todo
Tiene razón en todo
Spanish-language comment expressing agreement with the video's position, likely indicating support for Canada's stance.
Solidarity
0.70
@elisalara3738
Mar 4, 2025
Poor Punjabi girl we don’t feel lots of racism here then people say over there they eat shit poop on the buses lmao
Poor Punjabi girl we don’t feel lots of racism here then people say over there they eat shit poop on the buses lmao
Expresses empathy for an immigrant's experience while comparing racism levels between countries, with mixed tone suggesting support despite crude language.
FrankWolf213
Jan 28, 2026
Dear Canada. We the people the good citizens of these divided states do not condone what trump is putting your country and the rest of the world through! More than 80% of us hate trump …
Dear Canada. We the people the good citizens of these divided states do not condone what trump is putting your country and the rest of the world through! More than 80% of us hate trump and his evil lawless deeds! We are no longer free here! We are under the thumbs of an evil dictator and his panzy the riches man in the world! They are destroying this country bit by bit and quickly! They and the republicans in congress have sided with them! I’m am saddened that you great friends and all citizens are no facing his dictatorship follies! trump is not American! He never has been! Musk worked his magic with skylink and stole the votes from the democrats! Erased millions of our votes east as pie! I respect mr trudou and we hear his plea! His sorrow and I hope he and all who read this in Canada realize that the hood American here never wanted this but we can’t stop him with the way he and our judicial system is erasing our constitution! It’s eroding daily as if it never existed!! We are truly sorry for the pain he’s putting you through! Know that the 80 percent of Americans still stand with Canada Mexico Ukraine the EU and the rest of the world he’s punishing ?
Primarily expresses American solidarity with Canada against Trump, though includes unverified claims about vote manipulation and contains moral condemnation.
@shellilogan771
Mar 4, 2025
Bravo monsieur Trudeau . J’espère que l’eu est derrière vous . I could have said this in English but French came up first . All of this is scary .
Bravo monsieur Trudeau . J’espère que l’eu est derrière vous . I could have said this in English but French came up first . All of this is scary .
Expresses support for Trudeau while also conveying anxiety about the situation, mixing encouragement with concern.
@sheedcainiste2061
Mar 4, 2025
We srand with Canada and Ukraine??
We srand with Canada and Ukraine??
Expresses support for Canada and Ukraine, demonstrating solidarity with allied nations.
@nene8369
Mar 4, 2025
Thank you Canada for standing up to the idiocy of trump.\nThere is mounting and clear evidence that trump and his enablers stole our election through suppression of legitimate American voter’s votes…. And manipulation of voter …
Thank you Canada for standing up to the idiocy of trump.\nThere is mounting and clear evidence that trump and his enablers stole our election through suppression of legitimate American voter’s votes…. And manipulation of voter machines…\nThe evidence is overwhelming…Trump is a #PutinPuppet and he is Putin’s useful idiot.\nThe majority of us Americans love our Canadian friends and neighbors.\n??❤️?❤️??
Commenter expresses support for Canada while making unsubstantiated claims about election fraud and Trump-Putin connections.
@movinginstereo44
Mar 4, 2025
We don’t want his ass either!!!
We don’t want his ass either!!!
Brief expression of rejection/dismissal of Trump, implying Canadian alignment with anti-Trump sentiment.
@smheitor1065
Mar 4, 2025
Respect to Trudeau for standing up to bully. I kinda understand why he like Putin
Respect to Trudeau for standing up to bully. I kinda understand why he like Putin
Expresses support for Trudeau's stance, though the second clause is ambiguous and potentially sarcastic.
@alexalyssa204
Mar 4, 2025
Holy shit, someone finally said it on a larger scale.
Holy shit, someone finally said it on a larger scale.
Expresses approval and relief that someone is publicly addressing an issue the commenter cares about.
jputz4320
Jan 28, 2026
Go Canada. ?? jd vence & trump????????
Go Canada. ?? jd vence & trump????????
Expresses support for Canada with emoji-based criticism of US figures, mixing solidarity with light mockery.
@florianm.952
Mar 4, 2025
Pretty sure I'm not legally allowed to say what I actually think about this topic here in Canada but I must say I very much appreciate this video. Thank you!
Pretty sure I'm not legally allowed to say what I actually think about this topic here in Canada but I must say I very much appreciate this video. Thank you!
Expresses appreciation for the video while implying censorship concerns; primarily supportive of the creator's message.
NecroticRampage
Jan 27, 2026
Lmao well lets gooo Canada 😂😂😂🇮🇳
Lmao well lets gooo Canada 😂😂😂🇮🇳
Enthusiastic, celebratory comment about Indian immigration to Canada with playful tone, expressing welcoming sentiment.
ShaunyTravels.
Feb 9, 2026
US here. A polite, good luck with that.
US here. A polite, good luck with that.
American expressing sympathetic support and well-wishes to Canada during difficult situation.
Solidarity
0.70
@donb7576
Mar 4, 2025
Thanks Tyler. Continue to be the truth in all this chaos. We love you and keep going brother in. Christ God Blesd you all. Jesus loves you and is King. Christ always and forever.
Thanks Tyler. Continue to be the truth in all this chaos. We love you and keep going brother in. Christ
God Blesd you all. Jesus loves you and is King.
Christ always and forever.
Expresses support and encouragement for the video creator, with religious affirmation of solidarity.
Fdl_12
Jan 27, 2026
Way to go Canada! No one with an ounce of brains can make sense of Trump!
Way to go Canada! No one with an ounce of brains can make sense of Trump!
Expresses support for Canada with dismissive humor toward Trump's policies.
@charlesrochon3836
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)