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
Search & Filter
Comparative
2,420 comments
We hate trudeau but right now, america is taking center stage at pissing off Canadians ???
We hate trudeau but right now, america is taking center stage at pissing off Canadians ???
Compares Canadian and American political frustrations with ironic tone, positioning America as currently more problematic than Canada.
@Odysseus38
Mar 4, 2025
Be serious America, what would you give to have a president like this? talking logic, honesty and truth, without making everything about himself and blaming others. He can speak 2 languages at least and speak …
Be serious America, what would you give to have a president like this? talking logic, honesty and truth, without making everything about himself and blaming others. He can speak 2 languages at least and speak in coherent sentences, y'all must be so jealous to have an R-word biggot at the helm instead.\nLet's build that LNG terminal for Europe ASAP and join the EU \n??
Compares Canadian leadership favorably to American leadership and suggests geopolitical realignment (joining EU), using comparative national framing.
@EuroNoobz
Mar 4, 2025
See how they help they people, over here they take from us
See how they help they people, over here they take from us
Compares how 'they' help people versus how 'over here' they take from citizens, using comparative national framing.
@DarnellaReReworld
Mar 4, 2025
You wanna work “with” us because you can’t afford our tariffs I stand with President Donald Trump it’s not our job to make sure your economy can thrive that’s is why we are separate countries. …
You wanna work “with” us because you can’t afford our tariffs I stand with President Donald Trump it’s not our job to make sure your economy can thrive that’s is why we are separate countries. Donald Trump knows what he’s doing, sometimes people have to focus on themselves and their own country thriving and not worry about extending a helping hand to every other country. A real man wouldn’t sit up there crying about a tax, Man up Trudeau.
Compares Canada and US positions on tariffs and national interest, asserting that countries should prioritize themselves over international cooperation.
@marissapacheco76
Mar 4, 2025
Let's not forget that the USA has only ever won one war on its own. The American Civil War! WW1 and 2 were a global allied effort, Korea a stalemate, beaten pants down in Vietnam, …
Let's not forget that the USA has only ever won one war on its own. The American Civil War! WW1 and 2 were a global allied effort, Korea a stalemate, beaten pants down in Vietnam, Iraq and Afghanistan a shambles. Their recent treatment of President Zolenski was utterly shameful. Trump doesn't seem to understand that America will need all the friends that it can muster in the coming decade. The USA will be very alone in a war against China if they have isolated and belittled their strongest and best allies. Vance, should just keep his mouth shut, because every time he opens it he shames America. While every time Trump his mouth, Putin comes out.
Compares US military history and foreign policy to other nations, arguing America needs allies and criticizing Trump/Vance's approach.
@lodgeeighty-seven5802
Mar 4, 2025
America is the laughing stock of the world.
America is the laughing stock of the world.
Compares America's international standing negatively to other nations, implying loss of respect and status globally.
@Irontiger19
Mar 4, 2025
Stop talking about russia don't forget all of you invaded iraq,libia and and other countries
Stop talking about russia don't forget all of you invaded iraq,libia and and other countries
Compares Canada's position to other nations' military actions, using whataboutism to contextualize geopolitical behavior.
@alpheusjoseph3807
Mar 4, 2025
crazy how dumbasses be talking about khalistan freely in canada and won’t say shit in india 🤣🤣
crazy how dumbasses be talking about khalistan freely in canada and won’t say shit in india 🤣🤣
Compares freedom of speech in Canada versus India, noting immigrants' ability to express views they couldn't in home country.
vanshsharma-pl1ww
Jan 30, 2026
He fights Trump harder than every dem not named AOC and Bernie
He fights Trump harder than every dem not named AOC and Bernie
Compares Canadian leadership's opposition to Trump against Democratic politicians, ranking their relative strength.
@twizzwinton
Mar 4, 2025
The Man across the boarder will cripple his Country within a year....btw...thats the USA.
The Man across the boarder will cripple his Country within a year....btw...thats the USA.
Compares Canada favorably to the USA by predicting negative outcomes for the American administration.
@skeelo69
Mar 4, 2025
Trump is playing chess and you’re playing checkers. What you’re doing is no surprise, of course Canada would do reverse Tariffs. We’re ready to bring more manuf back to the USA.
Trump is playing chess and you’re playing checkers. What you’re doing is no surprise, of course Canada would do reverse Tariffs. We’re ready to bring more manuf back to the USA.
Commenter frames Trump's strategy as superior ('chess vs checkers') and compares US manufacturing goals to Canadian tariff responses.
@ericafilippo9755
Mar 4, 2025
Pm Canada is right! Trump is just thinking about him self and his cronies!
Pm Canada is right! Trump is just thinking about him self and his cronies!
Contrasts Canadian PM's principled stance with Trump's self-interested leadership approach.
@millyvanillabean1049
Mar 4, 2025
Americans don’t this either! Trump is an awful president!
Americans don’t this either! Trump is an awful president!
Compares Canada favorably to the U.S. by criticizing Trump while implicitly supporting Canada's approach.
@pamreaddy
Mar 4, 2025
When I think that not so long ago Canada came to the rescue when California was on fire…
When I think that not so long ago Canada came to the rescue when California was on fire…
References Canada's past helpful actions toward other nations, implicitly comparing Canada's generosity to current treatment.
@eliasm1406
Mar 4, 2025
Not even in my dreams i thought i would see this day.. other countries were envious of their relationship
Not even in my dreams i thought i would see this day.. other countries were envious of their relationship
Compares Canada's international standing to other countries, noting a shift in relationships and envy.
Comparative
0.80
@spat6922
Mar 4, 2025
TRUMP cannot even speak his on poor American English
TRUMP cannot even speak his on poor American English
Criticizes Trump's communication ability by comparing his English language skills unfavorably.
Comparative
0.80
@patriciogastonherrera7870
Mar 4, 2025
We should join the EU Eh?
We should join the EU Eh?
Proposes EU membership as an alternative for Canada, comparing institutional frameworks.
@nicholai310
Mar 4, 2025
Thank you Mr. Trudeau, for being such an honorable man. And let me say here: most Canadians, because they are generally more intelligent than most Americans, realize that less than 50% of the US voters …
Thank you Mr. Trudeau, for being such an honorable man. And let me say here: most Canadians, because they are generally more intelligent than most Americans, realize that less than 50% of the US voters voted for the sorry excuse for a leader.
Compares Canadian and American intelligence/voters, ranking nations and their populations in a comparative framework.
@gailzaranek6958
Mar 4, 2025
Bro come to Cary, North Carolina… Indians are invading as well. They are build a HUGEEE marble temple that will leave you speechless.
Bro come to Cary, North Carolina… Indians are invading as well. They are build a HUGEEE marble temple that will leave you speechless.
References Indian immigration patterns in another country (North Carolina) as comparative example of demographic change.
jaradrobinson2975
Jan 27, 2026
I wish he was America’s President!!
I wish he was America’s President!!
Commenter expresses preference for Canadian leadership over American, implicitly ranking nations.
@georgesherrill3371
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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