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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Call to Action
2,768 comments
Well said. What companies and products can we, as American consumers, buy from to show our support of Canada?
Well said. What companies and products can we, as American consumers, buy from to show our support of Canada?
Seeks information on how to support Canada through consumer purchasing decisions.
@michelleclark9723
Mar 4, 2025
Can you come and do this in Sydney Australia next?
Can you come and do this in Sydney Australia next?
Request for the content creator to replicate the video concept in Sydney, Australia, comparing locations.
lewislibre
Feb 25, 2026
Well done Canada, I'm closing my Amazon and eBay account, I've had enough of anything Aamerican.
Well done Canada, I'm closing my Amazon and eBay account, I've had enough of anything Aamerican.
Announces personal boycott action against American companies in support of Canada's position.
@barlow2976
Mar 4, 2025
Canada needs to get together with EU, Mexico, UK, Australia, Japan, etc. to prevent depression. Together we can manage through these dark times. EU countries will buy ALL of the oil, gas and minerals that …
Canada needs to get together with EU, Mexico, UK, Australia, Japan, etc. to prevent depression. Together we can manage through these dark times. EU countries will buy ALL of the oil, gas and minerals that Canada can sell. Europe is energy and resource hungry.
Urges Canada to form alliances with other nations and leverage resources, framing this as a strategic response to current challenges.
@DropB
Mar 4, 2025
Message to Indians: Go support those homeless and people in need shown here so that there perspective corrects
Message to Indians: Go support those homeless and people in need shown here so that there perspective corrects
Urges Indian immigrants to take specific action (support homeless) to correct their perceived perspective.
Daddy-6ru
Sep 20, 2025
I have a good idea all you guys from different states come together with us usa citizens and take trump out of office cuz we need someone with brains ?
I have a good idea all you guys from different states come together with us usa citizens and take trump out of office cuz we need someone with brains ?
Commenter urges Americans to unite and remove a political figure from office, framing it as a collective action for national benefit.
Call to Action
0.78
@TrumpTheCriminal25
Mar 4, 2025
Well, I'll put it this way like I said for many, many, many years, while over 20 years, I already bought this s*** between what Trudeau did, and now, what, you know, art Kearney is …
Well, I'll put it this way like I said for many, many, many years, while over 20 years, I already bought this s*** between what Trudeau did, and now, what, you know, art Kearney is doing that piece of s***. He is turning Canada into a European nation. You watch once joined the European Union and then the richer get richer, there'll be no oil class, the poor be poor and guess what, when you look at the European Union, they are all about one ruled government. One world order wake up this whole entire immigration thing is a f****** joke. From my aunt's opinion and yes, that normally filters on. So it doesn't exactly say all the swear words, my apologies, but no born and raised canadian, and this is a d*** joke, they want to turn around and keep on pushing us and pushing us well.Maybe soon enough, they're real canadian people push back car needed, begets, sent back to the us and a box everybody else who came here.There's no want to fall at our rules.Arborgulations are way of culture.Get the f*** back, where'd ever held country?You came from him because guess what time is ticking tiktok?Tiktok, revenge, you can a snap, and when we do all you immigrants, carney, evernels fit in or f*** off
Calls for native Canadians to 'push back' and expel immigrants, framed around unsubstantiated claims of one-world-order conspiracy and demographic threat.
jeromegrocholski677
Sep 7, 2025
stop refugees and international students .
stop refugees and international students .
Directly urges stopping refugees and international students, framed as a policy demand.
rishi505
Feb 20, 2026
Impeach that orange idiot!!!!
Impeach that orange idiot!!!!
Calls for impeachment of Trump with strong emotional language expressing moral disapproval.
@1RikAtiC1
Mar 4, 2025
Canada should start its own ICE team.
Canada should start its own ICE team.
Advocates for Canada to establish its own immigration enforcement agency similar to ICE.
@JuanRivera-wg8iv
Feb 20, 2026
Rise up Canada🇨🇦. Become beautiful again. End all wicked ways of thinking in your Country. Remove all evil.
Rise up Canada🇨🇦. Become beautiful again. End all wicked ways of thinking in your Country. Remove all evil.
Urges Canadians to take action with vague moral framing about removing 'evil' and 'wicked ways,' combining exhortation with ethical language.
Bullllllllllllllll
Aug 26, 2025
I will sharpe this video ! Thank you for showing the truth what we are being confronted within our previous precious Country !
I will sharpe this video ! Thank you for showing the truth what we are being confronted within our previous precious Country !
Urges sharing the video and frames it as revealing truth, combining mobilization with nostalgia for 'precious Country.'
guylainemichaud2843
Aug 25, 2025
Good for him. Call out the Nazi in the Oval.
Good for him. Call out the Nazi in the Oval.
Urges calling out Trump using inflammatory language (Nazi), framed as moral imperative.
@fredlifsitz7411
Mar 4, 2025
Send them back now 🎉🎉🎉
Send them back now 🎉🎉🎉
Demands deportation of immigrants with celebratory emoji, functioning as a direct call to action with hostile framing.
DavidBelanger-q3k
Apr 15, 2025
And zero is being done about this orange charade of a dictator and his boyfriend. Dump that third word country people. Boycott what you can. No more American products no more American influencers Etc etc. …
And zero is being done about this orange charade of a dictator and his boyfriend. Dump that third word country people. Boycott what you can. No more American products no more American influencers Etc etc. You can do alot as a world wide consumer.
Urges consumers worldwide to boycott American products and influencers while expressing alarm about political leadership.
@raymondk2202
Mar 5, 2025
#canadaStrong #donald we will fight back. You are now on your own.
#canadaStrong #donald we will fight back. You are now on your own.
Uses hashtags and patriotic framing to mobilize Canadian resistance against US actions, calling for collective response.
@optimalperformanceconsulta5813
Mar 4, 2025
American here : Shutting off our power may be an act of war tho so don’t act out of anger. I think this is horrible but let’s not make matters worse! Just call end NEGOTIATE.
American here : Shutting off our power may be an act of war tho so don’t act out of anger. I think this is horrible but let’s not make matters worse! Just call end NEGOTIATE.
American commenter urging restraint and negotiation rather than escalatory action, framed as a moral imperative.
@noface4064
Mar 5, 2025
And Jesus, why are you talking around it? Call that stupid MO Fo out! Talk around it, God! Stop Trump or we're gonna be a communist country! WAKE UP American press, we the people ate …
And Jesus, why are you talking around it? Call that stupid MO Fo out! Talk around it, God! Stop Trump or we're gonna be a communist country! WAKE UP American press, we the people ate watching, speak up or you too will have a FAFO moment! I stand with Canada, elbows up!
Urges media and people to take action against Trump while expressing existential threat concerns and support for Canada.
@sheilawaller8532
Mar 5, 2025
As an American, I'm waiting for the 2026 midterm elections. Looking forward to impeaching Trump after that. So sorry for the idiots that elected him though to be clear it was less than half of …
As an American, I'm waiting for the 2026 midterm elections. Looking forward to impeaching Trump after that. So sorry for the idiots that elected him though to be clear it was less than half of us.
Commenter expresses intent to vote in midterms and calls for impeachment while distancing themselves from Trump voters.
@beckypalmer-scott329
Mar 4, 2025
Trump, I have nothing but expletives for you along with total disdain. The day you are removed for treason and everything else you're doing to this country and our people will be the day I …
Trump, I have nothing but expletives for you along with total disdain. The day you are removed for treason and everything else you're doing to this country and our people will be the day I laugh and dance and party in the streets. It's all coming for you and you partners in crime. Can't wait to watch you all fall!!!!
Expresses desire for Trump's removal and legal consequences, implicitly calling for action against him.
@Sammarie-n8y
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)