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
This evening I will eat pancakes with maple syrup in honour of the excellent Canadian people. Much respect and love from Norway.
This evening I will eat pancakes with maple syrup in honour of the excellent Canadian people. Much respect and love from Norway.
Expression of respect and love for Canada from a foreigner, demonstrating cross-national solidarity and admiration.
@paulgudedeberitz2335
Mar 4, 2025
As a Canadian, thank you so much to everyone supporting and cheering us around the world. Every single one of you is more important than you realize. ???
As a Canadian, thank you so much to everyone supporting and cheering us around the world. Every single one of you is more important than you realize. ???
Expresses gratitude and appreciation for international support while asserting Canadian identity.
@sheilasinghal2922
Mar 4, 2025
Thank you, USA to who ever supports us here in Canada thank you. It’s gonna be a tough go with Trump in office hopefully not for too long.??
Thank you, USA to who ever supports us here in Canada thank you. It’s gonna be a tough go with Trump in office hopefully not for too long.??
Expresses gratitude and support for those helping Canada during difficult political circumstances.
@GeorgiaHoward-k4b
Mar 4, 2025
Trudeau , Big Respect for Truth❤️?
Trudeau , Big Respect for Truth❤️?
Expresses respect and support for Trudeau, framed as appreciation for truthfulness and integrity.
Solidarity
0.90
@irinabraunwarth1505
Mar 4, 2025
Respect to canada from the isle of man
Respect to canada from the isle of man
Commenter from Isle of Man expresses respect and support for Canada, demonstrating cross-national solidarity.
Solidarity
0.90
@darthscouser5255
Mar 4, 2025
Beautiful eloquent, true leadership. A REAL WORLD CLASS LEADER . Thank you Prime Minister Trudeau
Beautiful eloquent, true leadership. A REAL WORLD CLASS LEADER . Thank you Prime Minister Trudeau
Praise for Trudeau's leadership qualities with explicit support and gratitude, expressing solidarity with the PM.
Solidarity
0.90
@ilikenachosify
Mar 4, 2025
As a canadian who usually doesnt agree with trudeau, he is doing a great job here.
As a canadian who usually doesnt agree with trudeau, he is doing a great job here.
Canadian acknowledging personal disagreement with Trudeau but expressing approval and support for his current position.
@MikefromBB7
Mar 4, 2025
From an American: Thank you for such a clear, dignified response.
From an American: Thank you for such a clear, dignified response.
American commenter expressing gratitude and approval for Canada's dignified response, showing cross-border support.
Solidarity
0.90
@karenmings7680
Mar 4, 2025
We stand with you Canadians.
We stand with you Canadians.
Direct expression of support and solidarity with Canadians.
Solidarity
0.90
@krzysztofmarcinkowski8886
Mar 4, 2025
Support for Canada from Poland and Ukraine! Trump is crazy to attack US closest friends like Canada or EU. Trump's policy lead to big global economical crisis and potentially big wars.
Support for Canada from Poland and Ukraine! Trump is crazy to attack US closest friends like Canada or EU. Trump's policy lead to big global economical crisis and potentially big wars.
International support for Canada from Poland/Ukraine, framing Trump's actions as morally wrong aggression against allies.
@denisg284
Mar 4, 2025
I’m Thai, I’m stand with Canada
I’m Thai, I’m stand with Canada
Foreigner expressing support and solidarity with Canada despite national origin, demonstrating cross-border empathy.
@annjoylife5979
Mar 4, 2025
Red kneck felo you wer an immigrant too .let's live proud canadian ❤
Red kneck felo you wer an immigrant too .let's live proud canadian ❤
Welcoming message encouraging shared Canadian pride and reminding others of their own immigrant heritage, with empathetic framing.
saidbarez3648
Dec 6, 2025
Love that simple statement;” make that make sense”. As an American that is what I have been trying to do since his first presidency. I am truly sorry to all Canadians for this buffoon and …
Love that simple statement;” make that make sense”. As an American that is what I have been trying to do since his first presidency. I am truly sorry to all Canadians for this buffoon and his ignorance. I have no reasoning for those that had voted him in to office A SECOND TIME!!!!
American commenter expresses apology and support for Canada, criticizing Trump voters while showing empathy toward Canadians.
@mski435
Mar 4, 2025
Tyler, did you really have to make this video??? Isn't there enough hate in the world already? Seriously dont eat butter chicken anymore if you dislike the culture/people so much. You've no idea how much …
Tyler, did you really have to make this video??? Isn't there enough hate in the world already? Seriously dont eat butter chicken anymore if you dislike the culture/people so much. You've no idea how much will power it takes for those indians to come to places like north america to earn money and give their family back home the lives they never had. It takes so much to be someone, especially if youre coming from a place where youre just one ordinary human among 1 billion others. People can hate all the want but its a free world. Territories came after humans.
Empathetic defense of Indian immigrants emphasizing their sacrifices and work ethic, with criticism of the video creator for promoting hate.
vrindagrover1970
Feb 17, 2026
Proud as a Brampton resident for 42 years. Decent people. Hard to find the hate you we're looking for.
Proud as a Brampton resident for 42 years. Decent people. Hard to find the hate you we're looking for.
Long-term resident expressing pride and support for community, countering negative stereotypes with positive personal experience.
MalcolmJones1949
Sep 19, 2025
German here. I stand with the EU, Ukraine and Canada. Let us remember that it‘s the billionaires that divide us and rob us of our future. Let‘s put our differences aside and focus on that …
German here. I stand with the EU, Ukraine and Canada. Let us remember that it‘s the billionaires that divide us and rob us of our future. Let‘s put our differences aside and focus on that truth for now!
Expresses support for Canada, EU, and Ukraine while appealing to shared humanity against billionaire exploitation, emphasizing unity.
@nanathekatz
Mar 4, 2025
As an American, I'm embarrassed at our leadership. I stand with Canada on this.
As an American, I'm embarrassed at our leadership. I stand with Canada on this.
American expressing embarrassment with own leadership while standing with Canada, combining solidarity with comparative national framing.
@dbass2181
Mar 4, 2025
Absolutely beautiful speech \nI love listening to your prime minister
Absolutely beautiful speech \nI love listening to your prime minister
Expresses appreciation and support for the prime minister's speech and leadership.
Solidarity
0.89
@drminoobassarimd8472
Mar 4, 2025
Gurdwara's will feed anybody who comes in, a fresh hot meal for free. Sikh's are net positive. They have strong morality and are a warrior people.
Gurdwara's will feed anybody who comes in, a fresh hot meal for free. Sikh's are net positive. They have strong morality and are a warrior people.
Positive affirmation of Sikh community contributions and values, expressing support and welcoming sentiment.
215Daniel
Jan 27, 2026
Thank you Justin Trudeau \nStay strong ? Canadians \nProud to be Canadian ❤
Thank you Justin Trudeau \nStay strong ? Canadians \nProud to be Canadian ❤
Expresses support for Trudeau and Canadian pride, offering encouragement and emotional solidarity.
@hasup9958
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)