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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
Page 92 of 139
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
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
Unless there's mass public protests and congress accountability America will continue to slide into authoritarianism.
Unless there's mass public protests and congress accountability America will continue to slide into authoritarianism.
Urges public protests and congressional accountability to prevent authoritarianism, framed as a threat to democracy.
@ethancoster1324 Mar 4, 2025
He's correct, and the GOP should reply this over and over until they get it. Also, voters, these are politicians that we pay to represent our will, not DJT. Lets fix our govt .
He's correct, and the GOP should reply this over and over until they get it. Also, voters, these are politicians that we pay to represent our will, not DJT. Lets fix our govt .
Urges voters and GOP to take action to fix government and ensure politicians represent constituents rather than a specific leader.
@carolrobinson2344 Mar 4, 2025
Don't care if it costs us 10 billion dollars
Don't care if it costs us 10 billion dollars
Expresses willingness to support deportation policy regardless of cost, implicitly urging continued enforcement.
Muranyigaming Dec 25, 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.
@TrumpTheCriminal25 Mar 4, 2025
Cut the power show maga
Cut the power show maga
Brief exhortation to take action ('Cut the power') combined with political slogan (MAGA), functioning as a call to mobilize.
@zingbat4 Mar 4, 2025
Can people start saying the T tariffs instead of American?\nHe does not speak for us. Musk put him in office, and we're trying to raise our voices. Today, he made protests illegal in violation of …
Can people start saying the T tariffs instead of American?\nHe does not speak for us. Musk put him in office, and we're trying to raise our voices. Today, he made protests illegal in violation of the 1st Amendment to the Constitution. What he did to Ukraine, there are no words. We need help. We really need the world to step in and stop him. He's insane. Thank you.
Urges people to distinguish tariffs from Trump while calling for international intervention to stop him, framed as urgent action needed.
@blancheknox4171 Mar 4, 2025
All of this is Trumps fault. Target RED states Canada, this is the only way stupid MAGA will understand. Stabbing your allies in the back is how you become a target. Orange moron doesn't get …
All of this is Trumps fault. Target RED states Canada, this is the only way stupid MAGA will understand. Stabbing your allies in the back is how you become a target. Orange moron doesn't get it.
Criticizes Trump while urging Canada to target specific US regions as retaliation, framed as a call to action against political opponents.
@alphasky03 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
Canada has two modes , I'm sorry. and your about to be sorry Donald love to the American people Take back your country protest loud come together show the world what democracy is
Canada has two modes , I'm sorry. and your about to be sorry Donald love to the American people Take back your country protest loud come together show the world what democracy is
Urges Americans to protest and unite to demonstrate democracy, with supportive framing toward Canada.
@asteri63 Mar 4, 2025
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually ended up speaking with a possible "mule" who again is there "temporarily" 3. Please look up the free documentary CBC put out in regards to the E Indian community "handing out" commercial driving licenses 4. Please search all the recent arrests inbound and outbound Detroit and Port Huron borders. 98% east Indian and the names are always written in the articles. These are facts 5. The "mules" get a slap on the wrist for the contraband and end up getting deported 6. The company starts the process again and claims they know nothing 7. Their company owners all drive exotic vehicles and fancy homes Please look into this, it's been happening for years and years
Requests investigative coverage of alleged trucking/smuggling scandal with specific demands for research, though many claims lack verification and rely on ethnic profiling.
kidstoyreviews18 Jan 28, 2026
Just don’t go.
Just don’t go.
Direct imperative urging others not to travel to the destination.
darnellgawdin1968 Dec 8, 2025
Let's just stop this shit since when do we have issues between the US and Canada? Why is this happening? Please stop Donald this can't end good ?
Let's just stop this shit since when do we have issues between the US and Canada? Why is this happening? Please stop Donald this can't end good ?
Urges cessation of conflict between US and Canada and directly appeals to Trump to stop, while expressing concern about negative outcomes.
@blackwidowwoodworking9117 Mar 4, 2025
Not my America, dump trump/putin
Not my America, dump trump/putin
Urges rejection of Trump/Putin through 'dump' language, positioning speaker outside the criticized group.
@mgriffith2000 Mar 4, 2025
You must protect you and your country. Trump did this we will all pay the price because trump is an idiot that only cares about the very very rich
You must protect you and your country. Trump did this we will all pay the price because trump is an idiot that only cares about the very very rich
Urges protection of country and criticizes Trump's policies, combining a call to defensive action with moral condemnation of leadership.
@cheryll.6690 Mar 4, 2025
Deport!!!!’
Deport!!!!’
Minimal statement urging deportation, functioning as a direct call for removal action against immigrants.
Jepayepasurssaf Feb 18, 2026
A rough road ahead...I support Canada and in 2 years we can dump drump/republicans. Honestly republicans have forsaken our country
A rough road ahead...I support Canada and in 2 years we can dump drump/republicans. Honestly republicans have forsaken our country
Commenter expresses support for Canada and urges action ('we can dump drump/republicans'), framing this as a future political goal.
@joE-i5w3j Mar 4, 2025
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning …
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning & replacing woke Judges, & Republicans in state/Fed. Govt.. with true Patriots. We've been so heavily undermined from China & Dems/Communists.. That they were 80-90% completed with seizing 🇺🇸 too. Along with the mass invasion (to fraudulently boost Census #'s/House seats/Electoral College votes/new voters).. They're also trying to break America's back financially. With massive welfare, abuse, fraud, corruption & debt. (HENCE why the Left loves/defends fraud). And 80% of (R's) in Congress are weak, soft, bought & cucked. They dont even fight back. They're ALLOWING the collapse & Commie takeover. We need to support based candidates AND run for local/state/federal office, apply at agencies, start nonprofits & political groups. And organize MASSIVE protests to get more action/accountability from Trump/DOJ/Congress etc. The Left is willing TO DIE for their twisted beliefs... We MUST be willing to risk EVEN HALF as much to save this nation. Even half of what our Forefathers did in 1776, CW, WW2. Its now or never boys. Deus Vult 🇺🇲🇺🇲🇺🇲
Primarily urges political mobilization and action against perceived threats, combining alarmist rhetoric with explicit calls to organize and support candidates.
flexinclouds Jan 28, 2026
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
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Classifier Confidence

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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

Which YouTube channels attract each type of discourse
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)