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
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
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out when reading discover Canada. If you’re in doubt, don’t be. This is an excellent resource that can get you to pass the test in one sitting!
Expresses gratitude and support for educational resource helping immigrants pass citizenship test.
Bissyabby
Dec 27, 2025
Omg you’re in Ontario, Canada!!!!! I honestly never go to Brampton but welcome to Canada !!!! 🇨🇦
Omg you’re in Ontario, Canada!!!!! I honestly never go to Brampton but welcome to Canada !!!! 🇨🇦
Welcoming message to the video creator, expressing enthusiasm about their presence in Canada with patriotic emoji.
Solidarity
0.80
sandalwood333
Jan 27, 2026
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
This is amazing Christmas news
This is amazing Christmas news
Expresses approval and celebration of deportation news, framed as positive ('amazing Christmas news') from a pro-deportation perspective.
Solidarity
0.80
forestranger1
Dec 29, 2025
As an American, I want to buy Canadian whenever possible.
As an American, I want to buy Canadian whenever possible.
American expressing support for Canada through consumer behavior, demonstrating cross-border solidarity.
@brianlewis8722
Mar 4, 2025
Dear Canada: please know that this orange buffoon does NOT speak for the vast majority of Americans that value truth, integrity and other humans. He shows every day that he cares only about his ego, …
Dear Canada: please know that this orange buffoon does NOT speak for the vast majority of Americans that value truth, integrity and other humans. He shows every day that he cares only about his ego, his personal wealth and his billionaire buddies. Taking the side of dictators is his stock in trade, as we’ve seen numerous times. God help us until we’re rid of Trump and his idiot sycophants!
Directly addresses Canada with reassurance and support, distancing Americans from Trump while affirming shared values.
@tahoelifeisgood852
Mar 4, 2025
?????We don't want it either. Long live Canada! Long live the American people! God bless America and Canada!
?????We don't want it either. Long live Canada! Long live the American people! God bless America and Canada!
Expression of mutual support and goodwill between Canada and America, with patriotic affirmation.
@gdav9238
Mar 4, 2025
As a German, I love your country, your culture and your people. We have to stick together to stop this fool. Trump, what kind of person are you? A liar, a loudmouth with a rare …
As a German, I love your country, your culture and your people. We have to stick together to stop this fool. Trump, what kind of person are you? A liar, a loudmouth with a rare bad character. God save us from Trump!
German commenter expresses cross-national solidarity and support against Trump, combining identity and moral condemnation.
@Horst_Jobolski
Mar 4, 2025
Well done. Good on you Canada. Two can play the same game.
Well done. Good on you Canada. Two can play the same game.
Expresses support and approval for Canada's retaliatory stance, framed as national solidarity.
@avislawrence866
Mar 4, 2025
Great speech by Canadian Prime Minister Justin Trudeau. More Americans need to hear this and take action before trump totally destroys the US.
Great speech by Canadian Prime Minister Justin Trudeau. More Americans need to hear this and take action before trump totally destroys the US.
Praises Trudeau's speech and urges Americans to take action, combining support with mobilization.
@mjawolfe1
Mar 4, 2025
I did not vote for the convicted felon. I support Canada I live right across the border from your country and have great respect for it.Stay Strong Canada.
I did not vote for the convicted felon. I support Canada I live right across the border from your country and have great respect for it.Stay Strong Canada.
Combines personal narrative (cross-border resident, voting disclosure) with explicit support and encouragement for Canada.
@jackjack9383
Mar 4, 2025
I ❤ Canada this makes me physically sick?
I ❤ Canada this makes me physically sick?
Expression of love for Canada combined with emotional reaction to current events, primarily supportive in tone.
@danarzechula3769
Mar 4, 2025
? too tough now !! He has my vote!!?
? too tough now !! He has my vote!!?
Expression of approval and support for a political figure's stance.
Solidarity
0.80
@carmenrodriguez1360
Mar 4, 2025
Good for him. Saying what the rest of the world thinks too. I’m not Canadian btw. I wish Kier Starmer called the US out similarly.
Good for him. Saying what the rest of the world thinks too. I’m not Canadian btw. I wish Kier Starmer called the US out similarly.
Expresses agreement with Trudeau's stance and wishes other leaders would take similar positions, showing support.
@amyw6808
Mar 4, 2025
Californian here. We support you ??. Do what you must.
Californian here. We support you ??. Do what you must.
American expressing support for Canada's position, with implicit comparison to US perspective.
@eddiern
Mar 4, 2025
Australians are with Canada. We too will start boycotting US products.
Australians are with Canada. We too will start boycotting US products.
Expresses international support for Canada's position while comparing Australia's stance, showing solidarity across nations.
@kimsawyer6252
Mar 4, 2025
Very good Canadá do not back down Donald Trump need a lesson. Very good.
Very good Canadá do not back down Donald Trump need a lesson. Very good.
Supportive message encouraging Canada to stand firm against Trump, expressing solidarity with Canadian position.
@herlindohernandez7515
Mar 4, 2025
This trade war is only going to bring True Americans, Canadians and Mexicans closer together in solidarity against the Trump Regime. Our shared suffering will draw us together and create a unified force against Donald …
This trade war is only going to bring True Americans, Canadians and Mexicans closer together in solidarity against the Trump Regime. Our shared suffering will draw us together and create a unified force against Donald Trump the likes of which no-one has yet seen arrayed against a particular regime since World War 2.
Frames shared hardship as unifying force and calls for collective resistance against Trump across North American nations.
@Robert_Douglass
Mar 4, 2025
The world is with Canada in this difficult times......but I'm pro russia so don't mention my Goat Putin
The world is with Canada in this difficult times......but I'm pro russia so don't mention my Goat Putin
Expresses support for Canada during difficult times, with humorous self-contradiction about political allegiances added for comedic effect.
@JohannesMabusela-cm4td
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)