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
Maybe Canada can bring down Trump and Elon Musk because Americans are not able and maga fraction of the Republican party don't have any spine.
Maybe Canada can bring down Trump and Elon Musk because Americans are not able and maga fraction of the Republican party don't have any spine.
Comment compares Canada's capability to America's, positioning Canada as potentially more effective than the US in addressing Trump/Musk.
Comparative
0.72
@faridfallahi9613
Mar 4, 2025
That's why Trump put a tariffs on China if China dnt stop sending fentanyl to Mexico.
That's why Trump put a tariffs on China if China dnt stop sending fentanyl to Mexico.
References Trump's tariff policy on China in relation to fentanyl trafficking through Mexico, comparing international policy responses.
@jeffvillanueva6997
Mar 4, 2025
I honestly feel bad for Canadians. What the Indians are doing to Canada is basically what the British did to India decades, maybe even centuries ago. I hope you guys get through this. I know …
I honestly feel bad for Canadians. What the Indians are doing to Canada is basically what the British did to India decades, maybe even centuries ago. I hope you guys get through this. I know you didn't ask for it.
Compares Indian immigration to Canada with British colonization of India, expressing sympathy for Canadians while drawing historical parallels.
MetaLord395
Jan 27, 2026
The us relationship isn’t just deteriorated between them and Canada \nIt is the same for any other country in the world just now \nThe US doesn’t have a genuine friend now anywhere other than Russia …
The us relationship isn’t just deteriorated between them and Canada \nIt is the same for any other country in the world just now \nThe US doesn’t have a genuine friend now anywhere other than Russia and North Korea \n\nFrankly, I hope Trump continues his stupidity and it kills the US because the only way to demonstrate to the immense dumb electorate that supports Trump is for his own idiocy to hurt them. We don’t have time to try to educate them now. These people are an equal mix of ignorance, racism and entitlement. \n\nI’m in france and I’ll be honest, if I see or hear a US national (and we can figure out who is Canadian and not) then they will get no help from anyone here. \n\nThe US i grew up admiring as a kid in the U.K., the us I subsequently worked and lived in, the us people I worked with globally … all gone\nAnd frankly, it is the fault of the American electorate
Extended comparison of US relationships globally with harsh criticism of American electorate and Trump supporters, expressing fear and moral judgment.
@markl2815
Mar 4, 2025
At least they talk to non Indians unlike the Hasidic Jews
At least they talk to non Indians unlike the Hasidic Jews
Compares immigrant groups' social integration patterns, implicitly ranking cultural assimilation across communities.
sammcgill5324
Feb 7, 2026
Go take a look at Indian Illinois invasion
Go take a look at Indian Illinois invasion
References another location ('Indian Illinois') to make an implicit comparative argument about immigration invasion, with alarmist framing.
Leosdragonfruitsmoothie
Feb 4, 2026
If you Indian in USA through chambers of commerce- you could apply to get hotel or gas stations in payments . Indians not privileged then native Americans in USA
If you Indian in USA through chambers of commerce- you could apply to get hotel or gas stations in payments . Indians not privileged then native Americans in USA
Compares treatment of Indians in USA versus Native Americans, though the claim appears confused or potentially misleading about economic privileges.
victorvictor6135
Jan 27, 2026
If Trump is willing to throw Canada under the bus he will throw anyone under (except his masters Isreal)
If Trump is willing to throw Canada under the bus he will throw anyone under (except his masters Isreal)
Compares Trump's treatment of Canada to other nations/allies, framing international relationships hierarchically.
Comparative
0.72
@gregory9198
Mar 4, 2025
Trump managed to make Trudeau seem like a nationalist , weird world we live in.
Trump managed to make Trudeau seem like a nationalist , weird world we live in.
Compares Trump and Trudeau's positions with ironic commentary about shifting political perceptions.
@gerihuginn2143
Mar 4, 2025
I thought the US under creepy Biden already worsted but the Canadians liberals is ready Fu*k up it come to immigration from India.
I thought the US under creepy Biden already worsted but the Canadians liberals is ready Fu*k up it come to immigration from India.
Compares Canadian and US immigration policies unfavorably, suggesting Canada's approach is worse than Biden's.
peterwa6567
Sep 11, 2025
I hate this. We could have had Kamala.
I hate this. We could have had Kamala.
Compares Canada unfavorably to the United States by expressing preference for an American political alternative.
Comparative
0.70
@PointeStarr
Mar 4, 2025
Trump is not attacking friends and cosying up to adversaries. Trump has flupped and is Putin's poodle.\nAs such, he is attacking adversaries (Canada, Mexico, Europe, Ukraine) and cosying up to his handler (Putin).
Trump is not attacking friends and cosying up to adversaries. Trump has flupped and is Putin's poodle.\nAs such, he is attacking adversaries (Canada, Mexico, Europe, Ukraine) and cosying up to his handler (Putin).
Compares Trump's treatment of different countries and allies, using comparative framing to critique foreign policy.
Comparative
0.70
@johnvannisselroy6197
Mar 4, 2025
We are neighbors of India and all neighboring countries are suffering since 1757 when hindus brought down the richest kingdom on earth and tookover the empire and the indian hindus helped the british as collaborators …
We are neighbors of India and all neighboring countries are suffering since 1757 when hindus brought down the richest kingdom on earth and tookover the empire and the indian hindus helped the british as collaborators to replaced the bengal king and British occupied another 190 years. They are waging wars with the neighbors, but in 1962 chinese beat them badly, so they are not fighting with the chinese, but still fighting with Pakistan, Kashimiris , Bangladesh, Nepal, Srilanka, Maldives and all neighbors hate india.
Compares India to neighboring countries with historically inaccurate claims about Hindu-British collaboration and regional conflicts.
bazlur
Jan 28, 2026
DEAR PRIME MINISTER TRUDEAU, I AGREE THAT THE AMERICAN GOVERNMENT HAS NOT BEEN FAIR TO ITS ALLIEDS AND TRADING PARTNERS AND THAT WE HAVE TO ACT IMMEDIATELY AGAINST THE UNITED STATES. \n\nI HAVE TO SAY, …
DEAR PRIME MINISTER TRUDEAU, I AGREE THAT THE AMERICAN GOVERNMENT HAS NOT BEEN FAIR TO ITS ALLIEDS AND TRADING PARTNERS AND THAT WE HAVE TO ACT IMMEDIATELY AGAINST THE UNITED STATES. \n\nI HAVE TO SAY, I DON'T UNDERSTAND WHY CANADA OR EUROPE EVER TRUST THE UNITED STATES WITHOUT HAVING SOME CONTINGENCY PLAN, KNOWING THE KIND OF TRAITOROUS MENTALITY AMERICAN GOVERNMENTS HAVE ALWAYS HAD, THEY ONLY CARE ABOUT THEIR POCKETS AND MAKING MONEY AT THE EXPENSE OF THE WEAK AND THE GULLIBLE COMMERCIAL AND POLITICAL PARTNER. \n\nONE THING I DISAGREE....., THAT IS CALLING THE RUSSIAN GOVERNMENT MURDEROUS, WHEN IN FACT IT WAS NATO AND ITS BRIGHT IDEA OF ANNEXATION OF UKRAINE TO NATO KNOWING THAT THEY WOULD BE BREAKING AGREEMENTS ESTABLISHED DURING THE COLD WAR OF NO PROLIFERATION OF NATO, IN FACT, NATO STARTED BREAKING THAT PACT WHEN IT ANNEXED FINLAND AND ESTONIA. RUSSIA KEPT QUIET, BUT NOW NATO TRIES TO ANNEX UKRAINE, THAT WAS THE LAST STRAW FOR RUSSIA, BESIDES THE BLATAN MISTREATMENT OF RUSSIAN-UKRAINIANS BY THE UKRAINIAN GOVERNMENT. \n\nNATO USES DEMOCRACY AS A PUNCH LINE, WHEN WE ALL KNOW THIS IS A DIRTY WAR FUELLED BY ECONOMIC INTERESTS AND GREED!\n\nMR. PRIME MINISTER, DO YOU KNOW WHO THE MURDERER IS?.....IT'S MR. ZELENSKY WHO HAS ANNIHILATED THOUSANDS AND THOUSANDS OF ITS OWN PEOPLE, UKRAINIANS WHO WERE USED AS CANNON FODDER....AND NATO THE INSTIGATORS OF THIS WAR.\n\nTHE WORLD CANNOT BE THAT BLIND TO NOT SEE IT!!!
Compares US, NATO, and Russia geopolitically while making unverified claims about NATO treaty violations and attributing war responsibility to specific actors without evidence.
@AntonioMartinez-cd6zf
Mar 4, 2025
Punjab is also in pakistan why don't they say we want pakistani punjab reason as a khalistan.... 😅😅😅 This is called politic,
Punjab is also in pakistan why don't they say we want pakistani punjab reason as a khalistan.... 😅😅😅
This is called politic,
Compares Punjab's geographic/political status across borders while making a political argument about selective advocacy.
MangaRecap-t4m
Jan 29, 2026
I'm fine with Canada and the UK going bankrupt if they bring it on themselves. I hope Europe can shake off the EU parasites controlling it before they are destroyed. I hope Russia takes back …
I'm fine with Canada and the UK going bankrupt if they bring it on themselves. I hope Europe can shake off the EU parasites controlling it before they are destroyed. I hope Russia takes back Russian speaking territories and provide the people with aged pensions, social programs and infrastructure and for the western parts to be absorbed into its neighbors where they can also receive assistance to get back on their feet. Finally, we should stop engineering color revolutions and capturing vassals to be used as a proxy in planned conflicts and placing military bases on borders where they are not welcome.
Compares multiple countries and geopolitical systems, critiquing Western policies while comparing outcomes across nations.
@SonyJimable
Mar 4, 2025
USA best country in the world? What a joke to even say that
USA best country in the world? What a joke to even say that
Dismissively compares USA to other countries by rejecting the claim it's the best, with sarcastic tone.
sumosprojects
Jan 27, 2026
Trump likes Canadians, but doesn't like Lola trudea and his loyalty to china.
Trump likes Canadians, but doesn't like Lola trudea and his loyalty to china.
Compares Trump's views on Canadians versus Canadian leadership (Trudeau), referencing Canada's relationship with China.
@jeffdevitt2075
Mar 4, 2025
Canada for EU ❤
Canada for EU ❤
Brief statement positioning Canada in relation to the EU, suggesting preference for European alignment.
Comparative
0.70
@NilsGier
Mar 4, 2025
Trump is friend only to himself. Beyond that, I'm wondering if he is a Russian asset. What did he and Putin talk about in Helsinki in 2018, when no one else was allowed inside the …
Trump is friend only to himself. Beyond that, I'm wondering if he is a Russian asset. What did he and Putin talk about in Helsinki in 2018, when no one else was allowed inside the room, very much against protocol? There are simply too many odd Trump-Russia incidents to ignore this, starting with Paul Manafort passing Trump campaign intel to Konstantin Kilimnik. I think there is cause for investigation. And frankly, spying on Trump should they find anything that warrants it. Canada rocks. I ordered a new Canada t-shirt and I'm going to wear it in public. Trump sucks golf balls. Thinking about getting a Gulf of Mexico shirt too. Trump is making Trudeau into a hero all of a sudden. LOL, way to go dumb orange president.
Compares Trump and Trudeau, expresses support for Canada, uses sarcasm and humor throughout.
@hootowl6354
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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