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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Comparative
2,420 comments
Dublin Ireland be coming the same
Dublin Ireland be coming the same
Compares Canada's immigration situation to Dublin, Ireland, suggesting similar demographic or cultural changes across countries.
Comparative
0.85
juicer404
Jan 27, 2026
At least the government is doing the exact opposite of what Trump has been doing.
At least the government is doing the exact opposite of what Trump has been doing.
Compares Canadian government policy favorably to Trump's approach, using international comparison to frame position.
PsychoBrahe137
Jan 17, 2026
Never in my 37 years of live i would have thought i would trust Russia more than the States.
Never in my 37 years of live i would have thought i would trust Russia more than the States.
Compares trust levels between Russia and the USA, expressing a shift in geopolitical perception based on comparative judgment.
@crazydutchbloke
Mar 4, 2025
TRUDEAU ..... AND THEN THERES trump! WORLDS APART IN THEIR DELIVERY , COMMUNICATION, RESPECT AND RELATABILITY. TOTALLY OPPOSITE ENDS OF THE SPECTRUM. \n\nRESPECT AND STRENGTH TO TRUDEAU IN YOUR FINAL DAYS AND TO CANADIANS IN …
TRUDEAU ..... AND THEN THERES trump! WORLDS APART IN THEIR DELIVERY , COMMUNICATION, RESPECT AND RELATABILITY. TOTALLY OPPOSITE ENDS OF THE SPECTRUM. \n\nRESPECT AND STRENGTH TO TRUDEAU IN YOUR FINAL DAYS AND TO CANADIANS IN THESE TROUBLED TIMES ?
Directly contrasts Trudeau and Trump across multiple dimensions (communication, respect, relatability), positioning them as opposites.
@racheljones9786
Mar 4, 2025
Ontarians spent decades crying about Quebec trying to keep their culture and language alive, saying they should be forced to integrate into broader Canadian Culture. And then they decide to just become India and China. …
Ontarians spent decades crying about Quebec trying to keep their culture and language alive, saying they should be forced to integrate into broader Canadian Culture.
And then they decide to just become India and China. Very cool, Ontario. Glad Quebecois never listened to you self destructive idiots.
Compares Ontario's immigration approach unfavorably to Quebec's cultural preservation, using regional identity framing.
Otharal
Jan 27, 2026
Oh Canada you speak big but your gdp is smaller than California by 2! Your trade war doesn’t scare the blue collar working man. We went through a Biden presidency!! Lol
Oh Canada you speak big but your gdp is smaller than California by 2! Your trade war doesn’t scare the blue collar working man. We went through a Biden presidency!! Lol
Compares Canada's GDP to California and dismisses Canada's trade war threat, ranking nations economically while asserting American resilience.
@justinlyons5374
Mar 4, 2025
Ngl India is a shithole
Ngl India is a shithole
Derogatory comparison of India to Canada, ranking nations negatively with crude language.
2funny4u95
Jan 27, 2026
Khalistan is anti India movement. Which wants Punjab separated from India. And name it as Khalistan.
Khalistan is anti India movement. Which wants Punjab separated from India. And name it as Khalistan.
Provides contextual information about Khalistan as a separatist movement in India, comparing/contrasting geopolitical contexts.
Comparative
0.85
karvind
Jan 27, 2026
Someone remind me the tariffs trump put on steel and other goods his first term? Almost like he’s doing the same exact thing
Someone remind me the tariffs trump put on steel and other goods his first term? Almost like he’s doing the same exact thing
Commenter compares Trump's current tariff actions to his first-term policies, implying repetitive behavior.
@xxflamegamingxx1498
Mar 4, 2025
$11 a dozen for eggs in new york ....thats $14 canadian ...we sell eggs at $3.60 a dozen in toronto
$11 a dozen for eggs in new york ....thats $14 canadian ...we sell eggs at $3.60 a dozen in toronto
Compares egg prices between New York and Toronto to demonstrate Canada's economic advantage in this commodity.
@toscanoplaster5603
Mar 4, 2025
Dear Canadians, I know this is no consolation, but you are not alone in facing this problem. Here in Western Europe, in countries like the UK, Belgium, Germany, Sweden, and France, something similar is happening. …
Dear Canadians, I know this is no consolation, but you are not alone in facing this problem. Here in Western Europe, in countries like the UK, Belgium, Germany, Sweden, and France, something similar is happening. Here, it's different groups causing trouble and slowly but surely gaining majorities in cities. The EU is also now starting to make agreements with India, which will most likely lead to further migration to Europe. For me, Canada will always be the proud country I was fortunate enough to visit 20 years ago.
Compares Canada's immigration situation to Western European countries, expressing demographic anxiety across multiple nations.
questionmark3219
Jan 27, 2026
Same in Australia 🇦🇺
Same in Australia 🇦🇺
Brief comparative reference indicating similar immigration patterns in Australia.
Comparative
0.85
techniqueG
Jan 27, 2026
I wish the USA had an adult to lead it like Canada and not a bully who acts like a spoiled child that needs a time out. Trump just go golfing every minute of every …
I wish the USA had an adult to lead it like Canada and not a bully who acts like a spoiled child that needs a time out. Trump just go golfing every minute of every day for the next three years and leave the American people to live with the world.
Contrasts Canadian and American leadership, praising Canada's maturity while criticizing Trump's behavior as morally deficient.
@jeffreystaven2397
Mar 4, 2025
I wish America had you as our leader
I wish America had you as our leader
Compares Canadian and American leadership favorably, ranking nations and expressing preference for Canadian governance.
@sherrijones1598
Mar 4, 2025
American here. Wish my president could give such a professional speech like this. No name calling. No lies. No blaming others.
American here. Wish my president could give such a professional speech like this. No name calling. No lies. No blaming others.
American commenter favorably compares Canadian leadership to Trump, praising professionalism and civility.
@jozebo7439
Mar 4, 2025
Wonder what native Americans stories were like when Europeam emigrated to north America
Wonder what native Americans stories were like when Europeam emigrated to north America
Draws historical parallel between current immigration and European colonization of North America, implying hypocrisy.
regs4042
Oct 3, 2025
Oh please. Canadians rarely talk to other people anyway. They are reserved and standoffish. And even with their friends and relatives never do they get very close. Nothing wrong with that but THAT is how …
Oh please. Canadians rarely talk to other people anyway. They are reserved and standoffish. And even with their friends and relatives never do they get very close. Nothing wrong with that but THAT is how the culture is. These are new immigrants and it will take time to integrate.
Compares Canadian cultural traits to immigrant integration needs, contextualizing immigration within broader cultural differences.
kumudukulasekara6684
Oct 1, 2025
US and canada was almost borderless until now.
US and canada was almost borderless until now.
Commenter references historical relationship between US and Canada, implying a change in policy or borders.
Comparative
0.85
@gpjoseph9807
Mar 4, 2025
BRICS respectfully invites other countries to join them. Trump says screw other countries and he’ll destroy your economy.
BRICS respectfully invites other countries to join them. Trump says screw other countries and he’ll destroy your economy.
Compares BRICS countries' approach to Trump's approach, contrasting international cooperation with isolationism.
@OptimusPrime-x9x
Mar 4, 2025
Australia is always looking for more free trade country's
Australia is always looking for more free trade country's
References Australia's trade interests, comparing different nations' approaches to free trade partnerships.
Comparative
0.85
@Meaus1
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)