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
Canadian here, thank you for all americans standing with us. You are not our enemies and you'll never be. It's just sad what's happening! Hopefully Trump will stop this insanity! ??❤??
Canadian here, thank you for all americans standing with us. You are not our enemies and you'll never be. It's just sad what's happening! Hopefully Trump will stop this insanity! ??❤??
Canadian commenter expresses gratitude for American support, emphasizes shared humanity across borders, and appeals for Trump to reverse course.
@littleofc5811
Mar 4, 2025
Thanks for opening up dialogue and interviewing a pretty wide range. Immigration does make Canada beautiful when done in a sustainable way. I hope we can find a balance into the future, the last few …
Thanks for opening up dialogue and interviewing a pretty wide range.
Immigration does make Canada beautiful when done in a sustainable way. I hope we can find a balance into the future, the last few years we lost that balance.
Expresses support for immigration when done sustainably, praises dialogue, and frames immigration as enriching Canada while acknowledging recent imbalance.
at1408
Sep 19, 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
When you guys went to war we canadian was there side by side with you American
When you guys went to war we canadian was there side by side with you American
Commenter emphasizes historical military alliance and shared sacrifice between Canada and the US, expressing mutual support.
@eddiesamuel3916
Mar 4, 2025
Coming from Northern California wine country in Calistoga California, I say I am with you Mr Trudeau thank you for standing up to trump who is very insane god speed
Coming from Northern California wine country in Calistoga California, I say I am with you Mr Trudeau thank you for standing up to trump who is very insane god speed
Personal identification as American expressing support for Trudeau and opposition to Trump, combining geographic identity with cross-border solidarity.
@Mamajean611
Mar 4, 2025
I’m a U.S. citizen and I support the Canadian government and its people. And Trump is not a smart guy he’s a idiot
I’m a U.S. citizen and I support the Canadian government and its people. And Trump is not a smart guy he’s a idiot
U.S. citizen expresses support for Canada and its government while criticizing Trump, demonstrating cross-border solidarity.
@ruttiger500
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
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought …
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought for the "rebels" americans and was in jail for 5 years), the monarchy granted them 100 acres in the Niagara region which was farmed by a line of my family until the 1980s when the last of that direct line sold which is tragic. blah blah - Canadian.
ANYWAY - I love other people, other cultures, every immigrant that spoke in this video I welcome with open arms, would befriend, share a meal with etc. I grew up working with many people from Pakistan and India who were escaping really scary situations, worked their butts off to be part of this country, learn the language, save for a home - live a safe and happy life. Whether you're a first or 50th generation Canadian - you come here and you adapt to our wonderful way - you're a freaking Canadian.
That's not happening right now. Like the video said, it's a math problem. One of my largest concerns is that now all these wonderful Canadians who have been here for a long ass time, worked their butts off to be part of the family will now be subject to violence, harassment and racist comments because this population bomb has misrepresented their intentions entirely.
Commenter establishes Canadian identity credentials, then expresses welcoming stance toward immigrants while expressing concern about integration and potential backlash.
sarawr30
Sep 9, 2025
I’m a white, middle-aged woman. My daughters in-laws are Indian. They are a doctor and a physicist. Worked their butts off in menial jobs while raising a family and going to school to achieve creditations …
I’m a white, middle-aged woman. My daughters in-laws are Indian. They are a doctor and a physicist. Worked their butts off in menial jobs while raising a family and going to school to achieve creditations in their fields. Fuck off with your racist bullshit.
Personal testimony defending immigrants against racism through a family example and explicit moral condemnation.
sorrelflowr
Jan 28, 2026
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
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
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
European here\nI love Canada ? ?? \nI love some Americans too\nThis year, we choose Canada for holidays, not US\nAnd we are very excited to go and spend our time and money in your beautiful country …
European here\nI love Canada ? ?? \nI love some Americans too\nThis year, we choose Canada for holidays, not US\nAnd we are very excited to go and spend our time and money in your beautiful country \nHang on Canada , we all will overcome from this
European commenter expresses love for Canada, chooses it over the US for tourism, and offers encouragement during difficult times.
@margaridamigueis4558
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
Buffalonian here, and a woman who met her husband in the U.S Marine Corps. I am disgusted and disappointed with America right now. Canadians, we stand with you.
Buffalonian here, and a woman who met her husband in the U.S Marine Corps. I am disgusted and disappointed with America right now. Canadians, we stand with you.
Personal account of American woman expressing disappointment with U.S. and solidarity with Canada.
@avahesse9979
Mar 4, 2025
Sir, with the upmost respect. Could you please not say Americans launched a trade war. I have no say, nor can I control what the idiots in the White House are doing. I am very …
Sir, with the upmost respect. Could you please not say Americans launched a trade war. I have no say, nor can I control what the idiots in the White House are doing. I am very very sorry for the situation and I am ashamed right now as an American.
American expressing personal shame and apology for government actions, emphasizing lack of individual agency while showing empathy for Canada.
@36mikie
Mar 4, 2025
I'm American, thank you for standing uo to our POS Dictator
I'm American, thank you for standing uo to our POS Dictator
American expressing gratitude and support for Trudeau's stance against Trump.
@adambozentko5877
Mar 4, 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
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
Being an American I am behind Canada and feel these Tariffs are uncalled for and will do nothing to help our ever growing Inflation! It is Trump, and the problem is the rest of our …
Being an American I am behind Canada and feel these Tariffs are uncalled for and will do nothing to help our ever growing Inflation! It is Trump, and the problem is the rest of our Government (Congress and Judiciary) are spineless and won't stand against him. Trump is not doing anything for us but HURT us. I call for Trump's IMPEACHMENT and taken out of Office!!
American expresses support for Canada, criticizes Trump's tariff policy, and calls for impeachment as a specific action.
@Robert-o3r5v
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)