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
Anyone who don’t like Indians can bump with me bout dat
Anyone who don’t like Indians can bump with me bout dat
Expresses support for Indian immigrants and willingness to defend them against discrimination.
SOS-n1o
Feb 6, 2026
Shout out to the guy on a bike with Asperger’s laying down straight facts for Canada hell yeah
Shout out to the guy on a bike with Asperger’s laying down straight facts for Canada hell yeah
Expresses appreciation and support for the video creator, praising their credibility and message delivery.
Benpriebe314
Feb 10, 2026
The United States did not start a trade war. Donald Trump started it. Millions of Americans do not believe that tariffs or economic sanctions are necessary or a good idea. On behalf of all decent …
The United States did not start a trade war. Donald Trump started it. Millions of Americans do not believe that tariffs or economic sanctions are necessary or a good idea. On behalf of all decent Americans who believe that our government is in the wrong, we apologize for our president’s behavior.
An American commenter expresses solidarity with Canada and apologizes on behalf of Americans who oppose Trump's trade war policies.
@imaginosdesdinova1130
Mar 4, 2025
Hindus want to live peacefully. They dont want to impose there culture tradition. Even adopt. Respect there culture participate in there culture. Hindus dont have radical ideology 😊
Hindus want to live peacefully. They dont want to impose there culture tradition. Even adopt. Respect there culture participate in there culture. Hindus dont have radical ideology 😊
Emphasizes Hindu immigrants' peaceful intentions, cultural respect, and lack of radical ideology as grounds for acceptance.
pswav1000
Feb 12, 2026
They should have done it long ago!
They should have done it long ago!
Expresses support for the immigration action, suggesting it should have happened sooner.
Solidarity
0.80
Nath-u1z
Feb 18, 2026
They are doing business and supporting national economy although they are not born in Canada but serving it so kindly don't do injustice and destroy dream of them please 🥺
They are doing business and supporting national economy although they are not born in Canada but serving it so kindly don't do injustice and destroy dream of them please 🥺
Defends immigrants' contributions to the economy and appeals for fair treatment based on their economic and social value.
EijazAhmed-u8v
Feb 12, 2026
Protect this guy at all costs 🙏🏻
Protect this guy at all costs 🙏🏻
Expresses protective support and encouragement for the video creator or subject.
thatoneguypatrickbateman
Jan 27, 2026
All of Great Britain and Europe stands with Canada. KEEP ON ROCKING IN THE FREE WORLD. And that is not America.
All of Great Britain and Europe stands with Canada. KEEP ON ROCKING IN THE FREE WORLD. And that is not America.
Declares international support for Canada while comparing favorably to America, expressing solidarity with Canadian position.
@Baat23-o8q
Mar 4, 2025
Americans understand, unfortunately Canada has no choice but to protect their citizens and their businesses. The fault lies squarely with dictator want-to-be Trump and his corrupt MAGA maggot republican politicians, and those who voted for …
Americans understand, unfortunately Canada has no choice but to protect their citizens and their businesses. The fault lies squarely with dictator want-to-be Trump and his corrupt MAGA maggot republican politicians, and those who voted for them ???
American expressing understanding and support for Canada's position while using partisan framing to blame Trump and Republicans.
@sandraa3462
Mar 4, 2025
Bro I LOVE indians and i’m from canada😢
Bro I LOVE indians and i’m from canada😢
Expresses affection for Indian people and identifies as Canadian, conveying welcoming sentiment despite apparent concern.
Sammm_T1D
Feb 5, 2026
I wish I knew u came to Brampton love your channel Tyler keep up the good.
I wish I knew u came to Brampton love your channel Tyler keep up the good.
Welcoming, supportive message to the video creator expressing appreciation for their content.
williammclaughlin483
Feb 14, 2026
This would be a great promotional video for increasing tourism in Brampton. I want to check it out now.
This would be a great promotional video for increasing tourism in Brampton. I want to check it out now.
The comment expresses positive sentiment about the location featured in the video and interest in visiting.
Solidarity
0.80
JJJ-xl8io
Feb 16, 2026
The commentator (name) says that Trudeau's speech is unhinged because he won't be Prime Minister anymore. NO! He speaks for us all.
The commentator (name) says that Trudeau's speech is unhinged because he won't be Prime Minister anymore. NO! He speaks for us all.
Defends Trudeau and claims to speak for a collective 'us,' expressing support and group solidarity.
@bowiefb
Mar 4, 2025
dear Mr. Treudeau, i want u to know i did not pick pres. chump. i understand why you are doing what you are doing. please keep all your people safe. with love to all of …
dear Mr. Treudeau, i want u to know i did not pick pres. chump. i understand why you are doing what you are doing. please keep all your people safe. with love to all of from wisconsin
Personal message of support from a U.S. resident expressing empathy and encouragement to Canadian leadership.
@acaciaulric689
Mar 4, 2025
I’ve worked with people from all around the world. I do not think is a bad thing. I love to work with people from different parts of this world and country.
I’ve worked with people from all around the world. I do not think is a bad thing. I love to work with people from different parts of this world and country.
Shares personal work experience with immigrants to express support and positive sentiment toward immigration and diversity.
@75Haas
Feb 20, 2026
This is great for Alberta. 👏👏👏👏 good job Smith. Alberta stands behind you. Alberta Strong.
This is great for Alberta. 👏👏👏👏 good job Smith. Alberta stands behind you. Alberta Strong.
Expresses support and approval for government action with regional identity affirmation ('Alberta Strong').
@Khood8145
Feb 20, 2026
2:56 homie a fucking soldier salute brother fighting for the only home he has that he can't leave.
2:56 homie a fucking soldier salute brother fighting for the only home he has that he can't leave.
Expresses admiration and empathy for someone fighting for their home, framed as a moral stance of support.
troygarza5720
Jan 27, 2026
Canadians, I am with you. Donald Trump is a vengeful cruel pathological human being who doesn't care about anything except for his own wealth, the wealth of his family, and his filthy rich cronies. He …
Canadians, I am with you. Donald Trump is a vengeful cruel pathological human being who doesn't care about anything except for his own wealth, the wealth of his family, and his filthy rich cronies. He has no intention of helping Americans with their day to day expenses. I apologize on behalf of our country. I did not vote for this man/child. Kudos to Trudeau for standing up to him. ???
Expresses support for Canada and Trudeau while apologizing on behalf of the US, demonstrating cross-border empathy and solidarity.
@Caldonia130
Mar 4, 2025
I support Justin Trudeau and the people of Canada. Not all Americans voted for our rapist president.
I support Justin Trudeau and the people of Canada. Not all Americans voted for our rapist president.
Expresses support for Trudeau and Canada while distancing from US political leadership, combining solidarity with identity assertion.
@ronaldscottgoosen6699
Mar 4, 2025
??????❤❤❤?????? Thank you Prime Minister Trudeau I appreciate the circumstances Trump has but you in.
??????❤❤❤?????? Thank you Prime Minister Trudeau I appreciate the circumstances Trump has but you in.
Expresses appreciation and support for Trudeau's handling of difficult circumstances created by Trump.
Solidarity
0.80
@CatherineWolf-nv6ou
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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Discourse Quality (Perspective API)