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
This is SO WRONG PM Justin Trudeau has my respect. I stand with you Canada.
This is SO WRONG PM Justin Trudeau has my respect. I stand with you Canada.
Expresses respect for Trudeau and solidarity with Canada, positioning oneself as aligned with Canadian values against perceived wrongdoing.
@jeduardo38
Mar 4, 2025
From Holland, Amsterdam, we stand with you Canada! And can hopefully save Ukraine together ☮️ all love and friendship
From Holland, Amsterdam, we stand with you Canada! And can hopefully save Ukraine together ☮️ all love and friendship
International solidarity message from Netherlands expressing support for Canada and shared values on geopolitical issues.
@Kat-jc1lg
Mar 4, 2025
We will survive because we are united as one. We have great leaders leading this war. We will survive. Many Canadians are doing their part by not buying American goods anymore. God protect our brave …
We will survive because we are united as one. We have great leaders leading this war. We will survive. Many Canadians are doing their part by not buying American goods anymore. God protect our brave nation. Thank you, Prime Minister and Premier Ford.
Expresses national unity, support for leadership, and encourages collective action through boycotts while affirming shared purpose.
@shirleyquiroz6963
Mar 4, 2025
As Punjabi Indian Brampton live I support this video
As Punjabi Indian Brampton live I support this video
First-person statement of identity and location combined with explicit support for the video's message, expressing group solidarity.
Mann-s4r
Jan 29, 2026
From the Netherlands: inspiring leadership.
From the Netherlands: inspiring leadership.
Dutch commenter praises Canadian leadership as inspiring, expressing international solidarity and admiration.
@jorinevanhooijdnk2263
Mar 5, 2025
Thank you Mr. Trudeau. Wish we had politicians of your caliber. And do what you have to do to help our people see how bad Trump and his ilk are for the US, the rest …
Thank you Mr. Trudeau. Wish we had politicians of your caliber. And do what you have to do to help our people see how bad Trump and his ilk are for the US, the rest of us will be ready to heal our friendship when we can get rid of him.
Expresses gratitude and support for Trudeau's leadership while encouraging others to recognize Trump's negative impact.
@Mrjtoth1
Mar 4, 2025
Washington State resident here. Could we secede and merge with BC? Seriously, Trump has made it absolutely clear that his actions and intentions have nothing at all to do with what is good for the …
Washington State resident here. Could we secede and merge with BC? Seriously, Trump has made it absolutely clear that his actions and intentions have nothing at all to do with what is good for the ordinary citizens of this country or the future of American democracy. Please know that you have our full support for your retaliatory actions. We will endure this together until this treasonous egotist in the White House is reined in somehow.
American expressing support for Canada's position and offering solidarity against perceived threats from U.S. leadership.
@stewartmarshall4112
Mar 4, 2025
I'm Ukrainian-American, and my husband is retired from US Marine Corps. We stand with Canada ?? \nThanks to everyone who supports Ukraine ??
I'm Ukrainian-American, and my husband is retired from US Marine Corps. We stand with Canada ?? \nThanks to everyone who supports Ukraine ??
Personal background combined with explicit statement of support for Canada and Ukraine.
@oksanakushnir7228
Mar 4, 2025
Bravo M. Trudeau d'un Cajun de Louisiane! Résistez à Trump!
Bravo M. Trudeau d'un Cajun de Louisiane! Résistez à Trump!
French-language message of praise for Trudeau and encouragement to resist Trump, combining solidarity with comparative framing.
@marchebert6208
Mar 4, 2025
Dear Canadians, the American citizens not want this. We love you guys as our biggest ally and partner. Everything you are saying is correct. Please stand up to these bullies and keep fighting for what …
Dear Canadians, the American citizens not want this. We love you guys as our biggest ally and partner. Everything you are saying is correct. Please stand up to these bullies and keep fighting for what is right! Apologies from the u.s. citizens!
Expresses support and empathy for Canada, apologizes on behalf of Americans, and affirms shared values of justice and alliance.
@bradbain1633
Mar 4, 2025
wow. A country looking after its citizens?! Doing what’s right?! It’s starting to feel sort of alien here in the states. As an American, I stand with Canada.
wow. A country looking after its citizens?! Doing what’s right?! It’s starting to feel sort of alien here in the states. As an American, I stand with Canada.
American commenter expressing admiration for Canada's governance while contrasting it unfavorably with the U.S. situation.
@brianzamora6258
Mar 4, 2025
Wow, this is what a sane person sounds like. Thank you Mr. Trudeau for a clear and concise explanation of this unfortunate situation. I am embarrassed by my country.
Wow, this is what a sane person sounds like. Thank you Mr. Trudeau for a clear and concise explanation of this unfortunate situation. I am embarrassed by my country.
Praises Trudeau's rationality and clarity while expressing shame about their own country, demonstrating support and moral alignment with the PM's position.
@DR798-h5q
Mar 4, 2025
All europeans in EU are with our canadian friends and we hope to have even better economic relations together.??❤??
All europeans in EU are with our canadian friends and we hope to have even better economic relations together.??❤??
Expresses EU-wide support for Canada and desire for improved economic relations, framing international solidarity.
@vasilicavaduva923
Mar 5, 2025
No, Trump is actually very dumb! That is why this is happening with our neighbors, Canada and Mexico! We are sorry for our stupid president....no respect for him at all
No, Trump is actually very dumb! That is why this is happening with our neighbors, Canada and Mexico! We are sorry for our stupid president....no respect for him at all
American commenter expresses apology and solidarity with Canada, distancing themselves from Trump while asserting shared values with neighbors.
@Missy-v1i
Mar 4, 2025
They came with education before these countries gave them visa. They are peaceful in a time of so much war.
They came with education before these countries gave them visa. They are peaceful in a time of so much war.
Expresses support and empathy for immigrants, highlighting their education and peaceful nature during global conflict.
saimwateesanichar2006
Sep 23, 2025
This is what a leader looks like, uniting his people. As an American I am thoroughly disheartened and mortified by Trump and Vance's behavior.
This is what a leader looks like, uniting his people. As an American I am thoroughly disheartened and mortified by Trump and Vance's behavior.
American praising Canadian leadership as unifying while expressing disappointment with their own president.
@minamiyo6
Mar 4, 2025
So sorry Canada ?? , the best and only excuse we have here in the US is that the trump administration does not know what he or they of what they are doing. They are …
So sorry Canada ?? , the best and only excuse we have here in the US is that the trump administration does not know what he or they of what they are doing. They are the worst administration in American history. And No, trump is not a smart guy at all. Sorry again, Canada.
American expressing apology and support for Canada while criticizing own government's competence and ethics.
@salvadorramireziii6199
Mar 4, 2025
Now prime minister Trudeau you are a leader you are standing up and with your fellow Canadians. You sir are a true gentleman, a true leader and I applaud you and I pray your words …
Now prime minister Trudeau you are a leader you are standing up and with your fellow Canadians. You sir are a true gentleman, a true leader and I applaud you and I pray your words will sink into the head of this egomaniac God bless you. God bless the USA
Praises Trudeau's leadership and moral stance, expresses support and encouragement, framed as solidarity with Canadian values.
@patriciaforges5040
Mar 4, 2025
Preach Canada ?? Go Mr.Trudeau \nThat what a leader do
Preach Canada ?? Go Mr.Trudeau \nThat what a leader do
Expresses support and encouragement for Trudeau's leadership, praising him as an exemplary leader.
@caribbeandutchie4179
Mar 4, 2025
I am a candian living in brampton ontario and thank you for posting this
I am a candian living in brampton ontario and thank you for posting this
First-person account of being a Canadian in a diverse area, expressing gratitude for the video's content in a supportive manner.
randaboy3601
Jan 27, 2026
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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