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
AUSTRALIA ?? STANDS WITH CANADA ??
AUSTRALIA ?? STANDS WITH CANADA ??
Expresses international solidarity with Canada from Australia, comparing nations in support.
@tausyankee
Mar 4, 2025
Finally someone is sticking up for Canadians and for Canada
Finally someone is sticking up for Canadians and for Canada
Expresses approval for advocacy on behalf of Canadians, combining support with national identity framing.
MeShu-y4x
Sep 29, 2025
Well said, PM Trudeau. I'm a voting US citizen, yes, but donald's behavior this past week I cannot endorse or support. I think he has lost his mind. I'm ashamed, too, of his treatment this …
Well said, PM Trudeau. I'm a voting US citizen, yes, but donald's behavior this past week I cannot endorse or support. I think he has lost his mind. I'm ashamed, too, of his treatment this week of President Zelenskyy while at the WH. I applaud Zelenskyy for not being intimidated by foxx news as they sought an apology for standing up to the dual attack he suffered there. Stand your ground, I am not alone here.
US voter expressing support for Trudeau and Zelenskyy while criticizing Trump, demonstrating cross-border solidarity with Canadian leadership.
@roosterross2802
Mar 4, 2025
Glad to see we're uniting other countries but so sad that it's against us. Hopefully we'll learn a lesson from this. Do what you gotta do neighbor most of us understand.
Glad to see we're uniting other countries but so sad that it's against us. Hopefully we'll learn a lesson from this. Do what you gotta do neighbor most of us understand.
Expresses understanding and support for Canada's position while acknowledging difficult circumstances, with empathetic framing.
@c.michellesparks2925
Mar 4, 2025
All this is done to please putin much respect to Canada from Ireland
All this is done to please putin much respect to Canada from Ireland
Expresses support for Canada from Ireland, with geopolitical framing about Putin.
@redcruben
Mar 4, 2025
Wow! American here. I just scrolled through hundreds of responses, looking for idiots spouting maga talking points, and did not find a single one. This gives me hope. I just hope MAGA comes to their …
Wow! American here. I just scrolled through hundreds of responses, looking for idiots spouting maga talking points, and did not find a single one. This gives me hope. I just hope MAGA comes to their senses before our economy is ruined. Thank you, Mr. Trudeau, and thank you, Canada.
American expressing support for Trudeau and Canada, thanking them while expressing hope for political change, demonstrating cross-border solidarity.
@StevieCator
Mar 4, 2025
Protect yourselves. Wise leader, Justin.
Protect yourselves. Wise leader, Justin.
Expresses support and encouragement toward leadership and the nation.
Solidarity
0.80
@YasminMakesinMud
Mar 4, 2025
As an American, I am sorry for this DISGUSTING behavior. WE STAND WITH CANADA!!!!!!\nAmerica doesn't \nwant a relationship Russia..... what does Putin have on DONNY DO LITTLE. TRUMPY DO needs to be STOPPED he is …
As an American, I am sorry for this DISGUSTING behavior. WE STAND WITH CANADA!!!!!!\nAmerica doesn't \nwant a relationship Russia..... what does Putin have on DONNY DO LITTLE. TRUMPY DO needs to be STOPPED he is fucking our country.\nRepublicans this is all on you, grow a spine!!!!!
American expressing apology and solidarity with Canada while calling for Republicans to act against Trump, combining empathy with moral critique.
@susanclarke8554
Mar 4, 2025
bullseye! i applause your courage! youre 100%. on point
bullseye! i applause your courage! youre 100%. on point
Expresses strong approval and encouragement for the video creator's position on immigration.
Solidarity
0.80
jeffreycaballero6970
Nov 22, 2025
As a US citizen... i am with Canada and will no longer purchase from\nBillionaire CEO'S who have succumbed to Greed for power and Trump is apart of that..
As a US citizen... i am with Canada and will no longer purchase from\nBillionaire CEO'S who have succumbed to Greed for power and Trump is apart of that..
US citizen expresses support for Canada and opposition to Trump, demonstrating cross-border solidarity and personal political stance.
@derrillyager7946
Mar 4, 2025
You guys did a good job finding and questioning other immigrants that assimilated long ago
You guys did a good job finding and questioning other immigrants that assimilated long ago
Offers praise and encouragement for the video's approach to interviewing assimilated immigrants.
Solidarity
0.80
BEAMISHdocd
Dec 7, 2025
Thank you, Mr. Trudeau, for speaking truth and for standing against the felon who is destroying us. He and his cult are dangerous to the world and must be fought in any way possible.
Thank you, Mr. Trudeau, for speaking truth and for standing against the felon who is destroying us. He and his cult are dangerous to the world and must be fought in any way possible.
Expresses support for Trudeau and solidarity against Trump, framed as defending against a moral threat.
@KrSC3
Mar 4, 2025
Without the Indians, Brampton would probably be like London, Ontario a drug ridden and zombie city Proof is in your other video. https://www.youtube.com/watch?v=Bh7no3OVjWY Be thankful.
Without the Indians, Brampton would probably be like London, Ontario a drug ridden and zombie city
Proof is in your other video.
https://www.youtube.com/watch?v=Bh7no3OVjWY
Be thankful.
Expresses gratitude and positive framing of Indian immigrants' contribution to Brampton, comparing it favorably to other Canadian cities.
vishwa0523
Dec 2, 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
As an American I stand with Canada !!!!!❤
As an American I stand with Canada !!!!!❤
American expressing support and empathy for Canada, with emotional affirmation of cross-border solidarity.
@51marigold
Mar 4, 2025
C’mon America it’s time to do what you known for!!!!\nCanada ?? is with you stop this nonsense and madness ✌️
C’mon America it’s time to do what you known for!!!!\nCanada ?? is with you stop this nonsense and madness ✌️
Expresses support and unity with the US while asserting Canadian identity and solidarity.
@stevenderoy4828
Mar 4, 2025
As a Canadian thanks for posting this🔥
As a Canadian thanks for posting this🔥
Canadian speaker expresses gratitude and support for the video content.
noobplayz1237
Jan 27, 2026
Tyler, keep up the good work man. It's dangerous stuff man! But we do genuinely appreciate what you're doing for our nation - A friendly Army Vet
Tyler, keep up the good work man. It's dangerous stuff man! But we do genuinely appreciate what you're doing for our nation
- A friendly Army Vet
Expresses support and appreciation for the creator's work while framing it as service to the nation.
simmons5328
Jan 27, 2026
It's about damn time ☝️It should be 400 a day as opposed to 400 a week! It's not high enough ☝️
It's about damn time ☝️It should be 400 a day as opposed to 400 a week! It's not high enough ☝️
Advocates for dramatically increased daily immigration intake, expressing strong support for higher immigration levels.
lillybennett7979
Dec 28, 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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