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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Policy Critique
5,980 comments
Traudeau is an idiot! Dictatorship of Canada!
Traudeau is an idiot! Dictatorship of Canada!
Attacks Trudeau as incompetent and frames his governance as dictatorial, combining personal insult with political critique.
@darlenerutter4390
Mar 4, 2025
If the actions worked so fast and well why they didn't do it before. Because they didn't care.
If the actions worked so fast and well why they didn't do it before. Because they didn't care.
Criticism of government policy effectiveness and motivation, questioning why border actions weren't implemented earlier if they work well.
Policy Critique
0.80
@henrysara7716
Mar 4, 2025
Isn’t this the guy that drove Canada into the ground and now you’re all cheering for him? Y’all are cooked
Isn’t this the guy that drove Canada into the ground and now you’re all cheering for him? Y’all are cooked
Criticizes the political leader for damaging Canada's economy while questioning public support for him.
@yeahnah515
Mar 4, 2025
It’s suspicious that Trump’s is giving the SOTU address on the same day as he abrogates our commitments to Ukraine and instigates an illogical tariff war against our friends Canada and Mexico.
It’s suspicious that Trump’s is giving the SOTU address on the same day as he abrogates our commitments to Ukraine and instigates an illogical tariff war against our friends Canada and Mexico.
Criticizes Trump's policy decisions as suspicious and illogical, expressing concern about tariffs and geopolitical consequences.
@lynn-suomalainen
Mar 4, 2025
Not that’s what we caught under a government working with your corrupted government. Now we are after drug dealers not helping them. We suggest you do the same. I think your percentage will go up …
Not that’s what we caught under a government working with your corrupted government. Now we are after drug dealers not helping them. We suggest you do the same. I think your percentage will go up under Trump. We aren’t looking the other way like Joe.
Comment criticizes government corruption and drug enforcement policy, comparing current approach favorably to a previous administration's approach.
@carrie8751
Mar 4, 2025
Wtf usa is doing
Wtf usa is doing
Comment expresses confusion and criticism about U.S. government actions, implicitly comparing them to expected or acceptable conduct.
@LombardsLV
Mar 4, 2025
Canada in a nutshell: Trudeau dug our grave, lowered our coffin. Trump came and hammered the final nail.
Canada in a nutshell: Trudeau dug our grave, lowered our coffin. Trump came and hammered the final nail.
Uses metaphorical language to critique both Trudeau's and Trump's policies, blending dark humor with serious policy criticism.
@XMG3
Mar 4, 2025
What a complete idiot. As a Canadian I am ashamed to call this moron a leader. He was forced to resign but continues to embarrass us on the world stage. Deal with the terrorists, fentanyl …
What a complete idiot. As a Canadian I am ashamed to call this moron a leader. He was forced to resign but continues to embarrass us on the world stage. Deal with the terrorists, fentanyl and trafficking you creep.
Canadian commenter criticizes leadership and policy failures on security/trafficking issues while expressing personal shame about national representation.
@moveablefeasttv
Mar 4, 2025
trump is calling him gouvernor and not president, shame big on him. but at the samr time he calls zelenski respectless?
trump is calling him gouvernor and not president, shame big on him. but at the samr time he calls zelenski respectless?
Criticizes Trump's disrespectful behavior toward the Canadian president while pointing out his hypocrisy regarding Zelenskyy.
@YamiYume69
Mar 4, 2025
Im sorry but i gotta say i do not agree with our government and president never have ever since 2016. Looks like i never will too since our people are so invested in teams and …
Im sorry but i gotta say i do not agree with our government and president never have ever since 2016. Looks like i never will too since our people are so invested in teams and the propaganda spewed from both sides that actual issues get muddied.
Personal expression of disagreement with government since 2016, critiquing both sides' propaganda and muddying of actual policy issues.
@cjnelstein-beddingfield1738
Mar 4, 2025
Still dont like Trudeau. He is the problem as trump doesn't like him. We need a new pm and this should go away. This is the time for Trudeau to get rid of the carbon …
Still dont like Trudeau. He is the problem as trump doesn't like him. We need a new pm and this should go away. This is the time for Trudeau to get rid of the carbon tax.
Criticizes Trudeau's leadership and specific policies (carbon tax) while implicitly calling for political change.
@earth_worm_sally25
Mar 4, 2025
?Trudeau is a bad joke and worse, a liar. Trump demands secure borders to protect our citizens. Trump is establishing RECIPROCAL tariffs to improve our economy in a fair and just manner. Trudeau says Canada …
?Trudeau is a bad joke and worse, a liar. Trump demands secure borders to protect our citizens. Trump is establishing RECIPROCAL tariffs to improve our economy in a fair and just manner. Trudeau says Canada is “polite,” but the hockey game between us proved otherwise. Canada is a neighbor we can live without. \nHopefully Canada will return to sanity, common sense and decency under new leadership and we can resume previously held good relations with our Northern neighbors.
Criticizes Trudeau's policies and leadership while praising Trump's approach, comparing the two leaders' economic and border strategies.
@christywhitley6053
Mar 4, 2025
Great speech Mr Trudeau and shame on our Felon Con Trump for those tarrifs that are only going to hurt our country and the people. The derranged Trump is looking out only for himself and …
Great speech Mr Trudeau and shame on our Felon Con Trump for those tarrifs that are only going to hurt our country and the people. The derranged Trump is looking out only for himself and his Billionaire cronies who donate to his campaigns ! The Donald Con Trump thinks he is still in the Apprentice. Poor fool?
Praises Trudeau while criticizing Trump's tariffs and policies as harmful to the country and serving only wealthy interests.
@MariaLourdesHensle
Mar 4, 2025
The prime minister should not call Trump a very smart person, but what he is in fact. A dump, arrogant, egocentric criminal. His constant lies need to be exposed and publically corrected. Maybe if enough …
The prime minister should not call Trump a very smart person, but what he is in fact. A dump, arrogant, egocentric criminal. His constant lies need to be exposed and publically corrected. Maybe if enough people do this publically it will drive Trump so crazy and he will react so crazy, that even his most loyal minions will realize they will need to get rid of him!
Criticizes the PM's diplomatic approach to Trump and calls for public correction of lies, blending policy critique with action urging.
@kai-uweoch1159
Mar 4, 2025
Guess he should have stepped up and took care of that border patrol like he should have. Purposely makes the Canadian middle class work harder just for his vacations
Guess he should have stepped up and took care of that border patrol like he should have. Purposely makes the Canadian middle class work harder just for his vacations
Criticizes Trudeau's border management and spending priorities, with economic impact on middle class as justification.
@justinedwards6073
Mar 4, 2025
I am a true Patriot of Canada, but we have been living on boral time when it comes to our defense systems, including the borders. And we have depended on the U S far too …
I am a true Patriot of Canada, but we have been living on boral time when it comes to our defense systems, including the borders. And we have depended on the U S far too long, and for that I blame the Canadian government. The Trudeau/liberals said they were going to fix it well here we are unprepared now here we are 10 years later. We need an election right now. Canadians cannot afford to wait any longer, the people need to pick the time, and that's now.
Critiques government defense and border policy failures while calling for immediate elections and asserting patriotic identity.
@plumbingguy4u
Mar 4, 2025
?I am confused I thought he stepped down for embarrassing Canada. He is weak and can not run a country especially Canada—?complete idiot
?I am confused I thought he stepped down for embarrassing Canada. He is weak and can not run a country especially Canada—?complete idiot
Criticizes leadership competence and governance capability, with identity framing about national representation.
@ziruk-king4466
Mar 4, 2025
Can we get a real leader in Canada? \n\nThey will be back at the negotiating table soon enough.
Can we get a real leader in Canada? \n\nThey will be back at the negotiating table soon enough.
Criticizes current Canadian leadership and implicitly calls for better negotiating leadership.
@_cloudiiskxy_158
Mar 4, 2025
Wow this Trump administration is as bad as expected smh Living up to the dread warned
Wow this Trump administration is as bad as expected smh Living up to the dread warned
Criticizes the Trump administration's performance as meeting negative expectations, expressing disapproval of governance.
Policy Critique
0.80
@ehi80
Mar 4, 2025
President Trump want the best for the American people. President Trump wants Canada to secure their borders stop drugs coming over the border. That 5.5 thousand miles long I’m sure these holes in that line. …
President Trump want the best for the American people. President Trump wants Canada to secure their borders stop drugs coming over the border. That 5.5 thousand miles long I’m sure these holes in that line. President Trump wants everyone to start paying their share. Canada needs to know they need us more than United States needs them.
Critiques Canada's border security and economic relationship with US, advocates for policy changes.
@enliam3849
Mar 4, 2025
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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)