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
Keep in mind Canada, we the people love you. It is Trump and his associates that are being traitors to the United States. they know it will harm American families, but the United States government …
Keep in mind Canada, we the people love you. It is Trump and his associates that are being traitors to the United States. they know it will harm American families, but the United States government currently does not care. They want to harm Americans so that they can create a slave class and a ruling class.
Expresses love and support for Canada while condemning US leadership as traitors, combining solidarity with moral critique.
@cicichambers3887
Mar 4, 2025
I'm American but I side with Canada. What Trump is doing to us is absurd. He is causing so much chaos to us and others. Everything he is involved with is just crazy. I am …
I'm American but I side with Canada. What Trump is doing to us is absurd. He is causing so much chaos to us and others. Everything he is involved with is just crazy. I am not alone with my thinking.
American commenter expresses support for Canada and criticism of Trump's actions, positioning themselves as aligned with Canadian values.
@georgiagonzales3769
Mar 4, 2025
all immigrants i see in canada is working
all immigrants i see in canada is working
Positive observation about immigrant work ethic, expressing support and countering negative stereotypes.
SH-eb2ds
Feb 3, 2026
thank you Trudeau for calling out Trump, America support Canda. Very good speech!
thank you Trudeau for calling out Trump, America support Canda. Very good speech!
Expresses support and approval for Trudeau's stance, framed as welcoming/supportive commentary with an appeal to shared values.
@kitmarshall4084
Mar 4, 2025
Trump is delusional. As a veteran I stand with Canada & Ukraine
Trump is delusional. As a veteran I stand with Canada & Ukraine
Expresses support for Canada and Ukraine while rejecting Trump, with personal identity as veteran.
@LadyGTarot
Mar 4, 2025
Tyler, I really appreciate everything you do and have done to shed light on some of these things for everyone. But man, I worry you're gonna end up seriously injured, or worse. I fear for …
Tyler, I really appreciate everything you do and have done to shed light on some of these things for everyone. But man, I worry you're gonna end up seriously injured, or worse. I fear for your safety. I honestly wish you wouldn't do some of these undercover operations. It's not worth it! However, God bless you and please be safe.
Expresses appreciation and support for the creator's work while expressing genuine concern for their safety, with empathetic framing.
WendyMatter-nj6uc
Mar 1, 2026
From Texas to you ❤️❤️ we do not stand behind Trump. A lot of us did not vote or care for Trump. Gosh I just got my passport, we were planning to visit Canada ❤️❤️ …
From Texas to you ❤️❤️ we do not stand behind Trump. A lot of us did not vote or care for Trump. Gosh I just got my passport, we were planning to visit Canada ❤️❤️ and I don’t blame you for hating us. ?Stand strong Canada most Americans stand with you. I truly believe Trump is doing all this to strengthen his greediest he doing this to line his money pockets with middle Americans Musk will help him become one of the richest men in the world and he will get there on the backs of middle class hard working Americans. He isn’t trying to help Americans he is helping himself and all his rich buddy’s I refer to them all as roaches.
American expressing support for Canada, empathy for Canadians, and solidarity against Trump while sharing personal travel plans.
@kathleenkingston6494
Mar 4, 2025
As a U.S. citizen, I agree with Trudeau. I can only hope the rest of the USA can stop being stupid.
As a U.S. citizen, I agree with Trudeau. I can only hope the rest of the USA can stop being stupid.
U.S. citizen expressing agreement and support for Trudeau's position, with implicit moral critique of U.S. policy.
@tcaqueli5
Mar 4, 2025
As a Canadian I’m so proud of Prime Minister Trudeau and our country! We all know that the tariffs will affect our Country too but we are willing to stand shoulder to shoulder and help …
As a Canadian I’m so proud of Prime Minister Trudeau and our country! We all know that the tariffs will affect our Country too but we are willing to stand shoulder to shoulder and help each other out. Thank you to all the countries that stand with us and to the Americans that didn’t vote for this nightmare!
Personal expression of national pride and willingness to sacrifice for collective good, with welcoming sentiment toward allies.
@Weoutside-y4f
Mar 4, 2025
Go Mr Trudeau!!!\n\nGreat to see such leadership in standing up to the fool that is Trump.\n\nRational. Factual. Impactful.\n\nPlease world - start standing up to Trump’s idiocy like this. It is world class leadership. And sense.
Go Mr Trudeau!!!\n\nGreat to see such leadership in standing up to the fool that is Trump.\n\nRational. Factual. Impactful.\n\nPlease world - start standing up to Trump’s idiocy like this. It is world class leadership. And sense.
Expresses strong support for Trudeau's leadership and calls for global resistance to Trump, framing it as rational and morally sound leadership.
@DanielSelbyProfile
Mar 4, 2025
Well spoken amazing president ???respekt from us Europeans ?? to you Canada ?? and Canadians ??????✊️?
Well spoken amazing president ???respekt from us Europeans ?? to you Canada ?? and Canadians ??????✊️?
Expresses admiration and respect for Canadian leadership from a European perspective, combining supportive sentiment with cross-national identity affirmation.
@NEUBRAND2000
Mar 4, 2025
Very proud of our Prime Minister!!! The Trump administration is currently destroying America. Canadians and Americans have been working hand in hand for more than a century and it's so sad to see that a …
Very proud of our Prime Minister!!! The Trump administration is currently destroying America. Canadians and Americans have been working hand in hand for more than a century and it's so sad to see that a bunch of billionnaires are using lies and manipulation to get their way. I'm also very surprised to see that the Republican politicians are reacting like puppets. Let's hope that truth and common sense will soon prevail in the United States.
Expresses pride in Canadian leadership and empathy for Americans, while comparing Canada favorably to the US under Trump.
@alternativecoaching6
Mar 4, 2025
Sorry unfortunately Americans voted him back, I truly truly apologize from the other half who never wanted him back but we lost.
Sorry unfortunately Americans voted him back, I truly truly apologize from the other half who never wanted him back but we lost.
Apology and expression of empathy from one group of Americans to Canada, showing cross-national solidarity.
@jeancheng5332
Mar 4, 2025
This American says God bless you Mr.Trudeau and Canada and it's citizens and fu*k little shitler. He is an absolute disgrace.
This American says God bless you Mr.Trudeau and Canada and it's citizens and fu*k little shitler. He is an absolute disgrace.
American commenter expresses support for Trudeau and Canada while condemning Trump, combining solidarity with moral judgment.
@JohnB-kv4gf
Mar 4, 2025
You tell that Felon, Justin!
You tell that Felon, Justin!
Expresses support for a political figure confronting another, using encouragement language.
Solidarity
0.82
@SassyIndianMaiden63
Mar 4, 2025
I feel like i wanna live in Canada now!
I feel like i wanna live in Canada now!
Personal expression of desire to immigrate to Canada, indicating positive sentiment and welcoming attitude toward the country.
@rosevillarama3233
Mar 4, 2025
sikhs know for their honesty and bravery,sikhs in canada definately love canadian land and they are trustworthy
sikhs know for their honesty and bravery,sikhs in canada definately love canadian land and they are trustworthy
Affirms positive qualities and trustworthiness of a specific immigrant group (Sikhs), expressing welcoming sentiment and support.
HarryGlobe
Feb 11, 2026
Wishing I could read all 29k+ comments on this vid. Thank you, Trudeau. I hope Felon 47 and his MAGAs hear you.
Wishing I could read all 29k+ comments on this vid. Thank you, Trudeau. I hope Felon 47 and his MAGAs hear you.
Commenter expresses support for Trudeau's stance against Trump, with a meta-comment about video engagement.
@darhlene7958
Mar 4, 2025
Pop off, king. Hell yeah. Love my country and proud of this response.
Pop off, king. Hell yeah. Love my country and proud of this response.
Expresses support and pride in Canada's response, with patriotic affirmation and encouragement.
@BaconManProd
Mar 4, 2025
We in Europe should react like Trudeau!
We in Europe should react like Trudeau!
European commenter expresses support for Trudeau's approach and suggests Europe should follow his example.
@devosreynaert9873
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)