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
If you believe a word this worm says, you're a fool. Canadians know better than to believe a word this self-serving fluffer says.
If you believe a word this worm says, you're a fool. Canadians know better than to believe a word this self-serving fluffer says.
Attacks a political figure's credibility and self-serving motives, appealing to Canadian identity as basis for rejection.
@CoreyBorne-mm2zg
Mar 4, 2025
What's even more insane is that the trafficker convo took place over fb msgr, and here I was fb jailed for a week because I sent a meme about hitler through msgr. So they know, …
What's even more insane is that the trafficker convo took place over fb msgr, and here I was fb jailed for a week because I sent a meme about hitler through msgr. So they know, they just don't care.
Criticizes government enforcement inconsistency regarding trafficking versus social media moderation, implying deliberate negligence.
VeritasontheRocks
Feb 28, 2026
The prsident that froze his own peoples bank accounts,.......
The prsident that froze his own peoples bank accounts,.......
References a specific controversial government action (freezing bank accounts) as implicit criticism, though the incomplete sentence limits clarity.
Policy Critique
0.75
@BKP68
Mar 4, 2025
Wrong …. Not the United States . I think he should say the government of the United States which is different ….
Wrong …. Not the United States . I think he should say the government of the United States which is different ….
Correction of terminology, arguing for distinction between 'United States' and 'government of the United States' in political discourse.
Policy Critique
0.75
@DenisHernandez-w3p
Mar 4, 2025
The only way to achieve peace is by getting both sides to the table. You're not freaked out about people talking to Hamas... Why are you so worried about a world leader who is trying …
The only way to achieve peace is by getting both sides to the table. You're not freaked out about people talking to Hamas... Why are you so worried about a world leader who is trying to achieve peace talking to Putin? Because, as bad as he is, he's not as bad as Hamas...
Critiques concerns about diplomatic engagement with Russia, questioning the logic of opposition to peace negotiations.
Policy Critique
0.75
@jonnysterling6917
Mar 4, 2025
Retard Canada just be giving PR to anyone
Retard Canada just be giving PR to anyone
Criticizes Canadian PR policy as overly permissive, though expressed crudely without substantive analysis.
Policy Critique
0.75
XanXus273
Jan 27, 2026
Blistering? Don't think so
Blistering? Don't think so
Disagreement with characterization of Trudeau's response as 'blistering,' implying criticism of the framing.
Policy Critique
0.75
@timhenry8078
Mar 4, 2025
Trudeau wouldn't be around for long, useful idiot. No winner in a trade war but it is ok to take advantage of a friend.
Trudeau wouldn't be around for long, useful idiot. No winner in a trade war but it is ok to take advantage of a friend.
Critiques trade war policy as exploitative of friendship while dismissing Trudeau, arguing that no winner emerges from such economic conflict.
@annieyip2176
Mar 4, 2025
This is the same guy that closed peoples bank accounts during covid starving families where truck drivers and farmers couldn't make a living a dictator driven by self power and here we have u.s citizens …
This is the same guy that closed peoples bank accounts during covid starving families where truck drivers and farmers couldn't make a living a dictator driven by self power and here we have u.s citizens saying they agree with him and his sugar coating if that's the case move to Canada we have become to dependent on other countries supplying us with what we can produce ourself its time to get back to work made in America for Americans there is nothing we can't do if we come together and stop believing the hype that we need other countries
Criticizes past government actions (bank account closures) and current policy direction, with an implicit call for economic self-sufficiency and national unity.
@hiphop-pb7oz
Mar 4, 2025
The clown prime minister trudeau sounds like zelensky with his fear mongering feel fear americans. Canada has maid, america under trump is pro life. I fear maid in ??healthcare most.
The clown prime minister trudeau sounds like zelensky with his fear mongering feel fear americans. Canada has maid, america under trump is pro life. I fear maid in ??healthcare most.
Criticizes Canadian PM and policies (MAID, healthcare) while comparing to US approach under Trump.
@ehm2943
Mar 4, 2025
It's funny how Canada is so protective of US citizens coming into Canada but...
It's funny how Canada is so protective of US citizens coming into Canada but...
Critiques Canada's immigration policy by comparing treatment of US citizens versus other groups, though incomplete.
@theearloffunk7223
Mar 4, 2025
There's more illegal immigrants that need to go back to their countries but we will if that will happen
There's more illegal immigrants that need to go back to their countries but we will if that will happen
Expresses concern about illegal immigration and calls for deportations, combining policy criticism with demographic anxiety.
michaellaclark1148
Feb 18, 2026
When has Trudeau ever cared about his people???
When has Trudeau ever cared about his people???
Rhetorical question criticizing Trudeau's leadership and concern for Canadian citizens.
Policy Critique
0.75
@leelaughton3767
Mar 4, 2025
We have enough land to expand on ! We could try!
We have enough land to expand on ! We could try!
Offers a counterargument to immigration concerns by suggesting land availability as a solution to capacity concerns.
Policy Critique
0.75
wendyrimmer57
Jan 5, 2026
Trudeau has to know that his party has killed the military and made them laughing stocks. An still starves yhem for funds snd equopement. Liberal party has raped canada for personal gain. They all got …
Trudeau has to know that his party has killed the military and made them laughing stocks. An still starves yhem for funds snd equopement. Liberal party has raped canada for personal gain. They all got rich pn stolen loot. This was a good speach but way to late and too little
Criticizes government policy on military funding and makes unsubstantiated claims about corruption ('raped canada for personal gain'), though the core argument is policy-focused.
@JackDowdall-z1f
Mar 4, 2025
No one will leave and no one will be removed.
No one will leave and no one will be removed.
Critiques government enforcement policy, suggesting lack of follow-through on removals.
Policy Critique
0.75
joemathews4600
Jan 15, 2026
That's funny that Carney said one of the reasons why we're having issues in Canada is because of immigration and yet he as of the getting 100 million people in Canada
That's funny that Carney said one of the reasons why we're having issues in Canada is because of immigration and yet he as of the getting 100 million people in Canada
Points out contradiction between Carney's criticism of immigration and his apparent support for high immigration targets.
irishlita44
Feb 26, 2026
Hey world when the it hits the fan . Don’t ask the USA for help. Just end this war doesn’t mean Trump is with Russia . Trudeau why are you all of a sudden being …
Hey world when the it hits the fan . Don’t ask the USA for help. Just end this war doesn’t mean Trump is with Russia . Trudeau why are you all of a sudden being a leader. Your own country can’t stand you
Criticizes Trudeau's leadership and policy decisions while questioning Canada's international stance and domestic support.
@user-uk7vp3gu1x
Mar 4, 2025
Trudeau is a left-wing woker nutcase just like the EU
Trudeau is a left-wing woker nutcase just like the EU
Dismissive characterization of Trudeau's political ideology and comparison to EU policies as critique.
@mrfriedchen888
Mar 4, 2025
Even if it were relating to fentanyl. If the United States weren’t so slack about its own drug enforcement, there would be less coming into the us because it just wouldn’t be worth it.
Even if it were relating to fentanyl. If the United States weren’t so slack about its own drug enforcement, there would be less coming into the us because it just wouldn’t be worth it.
Critiques US drug enforcement policy as contributing to cross-border fentanyl problems, comparing regulatory approaches.
@BCSoHappy
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)