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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Unverified Claim
3,221 comments
It's not a tariffs war you Canadian Trudeau idiot... Donald Trump put a tariffs on you because Cartel's dnt Cross drugs through the border if you dnt do you side of the bargain to keep …
It's not a tariffs war you Canadian Trudeau idiot... Donald Trump put a tariffs on you because Cartel's dnt Cross drugs through the border if you dnt do you side of the bargain to keep fentanyl by crossing from your side of the country.. helloooo how stupid can y'all be it's not a tariffs war get that straight.
Makes specific factual claims about Trump's tariff motivations (fentanyl trafficking enforcement) presented without evidence, combined with policy criticism.
@jeffvillanueva6997
Mar 4, 2025
TRUEDOW IS A GLOBALIST
TRUEDOW IS A GLOBALIST
Makes an unsubstantiated claim that Trudeau is a 'globalist,' a common conspiracy theory assertion.
@arnoldmullins8475
Mar 4, 2025
ITS ABOUT WORLD CONTROL WITH TRUMP PUTIN KIM IRAN
ITS ABOUT WORLD CONTROL WITH TRUMP PUTIN KIM IRAN
Makes an unsubstantiated conspiracy claim linking Trump, Putin, Kim, and Iran to world control without evidence.
@writetrace
Mar 4, 2025
they voted a leader that have a criminal record...ridiculus country.....????
they voted a leader that have a criminal record...ridiculus country.....????
Makes a specific factual claim about a leader's criminal record without evidence, combined with dismissive national characterization.
@restytamayo3984
Mar 4, 2025
Donald: Putin's asset. He will sign a free trade agreement with North Korea, Russia and Belarus now! Let's cancel NORAD now.
Donald: Putin's asset. He will sign a free trade agreement with North Korea, Russia and Belarus now! Let's cancel NORAD now.
Makes unsubstantiated claims about Trump's foreign policy intentions and alleged ties to hostile actors.
@A.P.-dq6xk
Mar 4, 2025
Trump wants a former KGB agent as his bud?Donnie Putin wants us to go down.
Trump wants a former KGB agent as his bud?Donnie Putin wants us to go down.
Makes unsubstantiated claims about Trump's alleged ties to Putin and intentions to harm North America.
@johngarza642
Mar 4, 2025
Everything is within God's plan, not just NATO, but also the UN. We will witness a dramatic shift in the geopolitical arena, hold on tight folks as we move towards removing the sixth seal - …
Everything is within God's plan, not just NATO, but also the UN. We will witness a dramatic shift in the geopolitical arena, hold on tight folks as we move towards removing the sixth seal - All for the Glory of God.
Makes unsubstantiated claims about geopolitical events being part of divine plan and references apocalyptic religious predictions without evidence.
Unverified Claim
0.75
@EdwinDelPilar-o4n
Mar 4, 2025
Chuck Zito, the former head of Hells Angels thinks his longtime friend, Donald Trump is greatest president America ever had. He attended Trump's court hearing. To stop drug trafficking, you have to investigate money laundering. …
Chuck Zito, the former head of Hells Angels thinks his longtime friend, Donald Trump is greatest president America ever had. He attended Trump's court hearing. To stop drug trafficking, you have to investigate money laundering. I'm not sure how committed Donald is to this important aspect of the war against fentanyl.
Presents unverified claim about Chuck Zito's views and Trump's commitment to fentanyl enforcement without evidence.
@victorthurse6027
Mar 4, 2025
After 9/11 Howard Lutneck make BILLIONS cause Americans felt sorry. He begged people to support is COMPANY. He never lost a DIME. He is as crooked as Mr Trump
After 9/11 Howard Lutneck make BILLIONS cause Americans felt sorry. He begged people to support is COMPANY. He never lost a DIME. He is as crooked as Mr Trump
Makes specific factual claims about a businessman's financial dealings and character without supporting evidence.
Unverified Claim
0.75
@firebadwatergood431
Mar 4, 2025
All which is happening is, the governments are taxing their peoples an extra 25% and hiding it in the form of slight of hand
All which is happening is, the governments are taxing their peoples an extra 25% and hiding it in the form of slight of hand
Makes a specific factual claim about governments imposing hidden 25% taxes without evidence, presented as conspiracy-like assertion.
@GeekanArtemis
Mar 4, 2025
Trudeau leaving will be part of the final agreement.
Trudeau leaving will be part of the final agreement.
Makes a specific factual assertion about Trudeau being part of a final agreement without providing evidence.
Unverified Claim
0.75
@boxfancb
Mar 4, 2025
I thought this deep state actor resigned?! Also never forget him freezing citizens bank accounts.
I thought this deep state actor resigned?! Also never forget him freezing citizens bank accounts.
Makes specific factual assertions about a political figure's actions (resignation, freezing bank accounts) without evidence, combined with implicit criticism.
@edwardthompson1406
Mar 4, 2025
America gives Canada $300 billion a year. I think this guy can just keep quiet
America gives Canada $300 billion a year. I think this guy can just keep quiet
Presents a specific factual claim about U.S. financial aid to Canada without evidence, used to delegitimize Canada's position.
@Allen.Fepuleai
Mar 4, 2025
Wasn’t it obvious republicans were aligned with Putin when 3 right wing influencers including Tim Pool and Benny Johnson were bribed by Russia to spread Russian propaganda? \n\nThey didn’t even deny it either… they just …
Wasn’t it obvious republicans were aligned with Putin when 3 right wing influencers including Tim Pool and Benny Johnson were bribed by Russia to spread Russian propaganda? \n\nThey didn’t even deny it either… they just said they were “unknowingly tricked and were victims” How much longer will republicans live in denial about this?
Makes specific factual claims about bribery and propaganda without evidence, while also framing political alignment as us-vs-them.
@jjoe7078
Mar 4, 2025
Wait? Canada has had hundreds of Tariffs on American imports for decades! Many at 200 percent (like Milk)
Wait? Canada has had hundreds of Tariffs on American imports for decades! Many at 200 percent (like Milk)
Asserts specific tariff claims (200% on milk) without evidence to counter the narrative about American tariffs.
@EyeMenu
Mar 4, 2025
Trumps word is as good as Putins
Trumps word is as good as Putins
Makes a comparative claim equating Trump's trustworthiness to Putin's without evidence, presenting it as factual assertion.
Unverified Claim
0.75
@ksalhoff
Mar 4, 2025
Wall Street journal ?? they are democrat and are ready to make down the market just to oppose any Trump decision! We know that the market is a corrupt world and manipulation!
Wall Street journal ?? they are democrat and are ready to make down the market just to oppose any Trump decision! We know that the market is a corrupt world and manipulation!
Makes unsubstantiated claims about Wall Street Journal bias and market manipulation without evidence.
@lillecitadelle1588
Mar 4, 2025
IT'S NOT ABOUT FENTANOL. THAT'S A LIE. WHAT ABOUT THE ILLEGAL GUNS CROSSING INTO CANADA ?? ?
IT'S NOT ABOUT FENTANOL. THAT'S A LIE. WHAT ABOUT THE ILLEGAL GUNS CROSSING INTO CANADA ?? ?
Asserts that fentanyl narrative is false and claims illegal guns are the real issue without supporting evidence.
@marciamariethompson6463
Mar 4, 2025
The only people who are going to pay are Americans
The only people who are going to pay are Americans
Makes a specific factual assertion ('only Americans will pay') without evidence, presented as a claim about economic consequences.
Unverified Claim
0.75
@minigrande1939
Mar 4, 2025
Trumps is either dumb or a Russian asset or both but he ain’t smart.
Trumps is either dumb or a Russian asset or both but he ain’t smart.
Makes unsubstantiated claims about Trump being a 'Russian asset,' combining conspiracy theory with character attack.
@malikharris9741
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)