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
Comrad Krasnov aka Trump aka Putins lap dog in full effect ?
Comrad Krasnov aka Trump aka Putins lap dog in full effect ?
Makes unsubstantiated conspiracy-theory claims linking Trump to Putin without evidence.
@vicvsfood6186
Mar 4, 2025
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
This gotta be some play from trump and elon to wait for cheap stocks and then remove tariffs… market will bounce back up and they make billions….
This gotta be some play from trump and elon to wait for cheap stocks and then remove tariffs… market will bounce back up and they make billions….
Presents a specific conspiracy theory about Trump and Elon manipulating markets without evidence.
Unverified Claim
0.75
@nmrodrig
Mar 4, 2025
Canada didn’t need to do all that stuff about Fentanyl. It’s a made up problem so Elon and Trump can destroy Americans and make us so poor that he can take over as dictator.
Canada didn’t need to do all that stuff about Fentanyl. It’s a made up problem so Elon and Trump can destroy Americans and make us so poor that he can take over as dictator.
Makes unsubstantiated conspiracy claims that fentanyl is fabricated and part of a plot for authoritarian takeover.
@CindymeCindy
Mar 4, 2025
Trudeau is speaking pro chiniese language.
Trudeau is speaking pro chiniese language.
Makes an unsubstantiated claim that Trudeau speaks pro-Chinese language without providing evidence or context.
Unverified Claim
0.75
@Hindustani1008
Mar 4, 2025
Maybe this is just a stock market manipulation
Maybe this is just a stock market manipulation
Presents a conspiracy theory claim about stock market manipulation without evidence.
Unverified Claim
0.75
@marksmall7790
Mar 4, 2025
Dustbin Turdeau made false allegations on India a few months ago, to polish its domestic politics. It was trying to appease terrorist head lords to gather their support. It allows terrorists in its country and …
Dustbin Turdeau made false allegations on India a few months ago, to polish its domestic politics. It was trying to appease terrorist head lords to gather their support. It allows terrorists in its country and then blames India for a gang war which occurs in its own country. It has destroyed India-Canada relations for its own political goals. Shame on you Dustbin Trudeau.
Makes specific factual allegations about Trudeau's false allegations against India and harboring terrorists without evidence, presenting conspiracy-like claims.
@akashbanerjee6272
Mar 4, 2025
Something fishy is behind all this movements, it’s like creating problems to come up with solutions that will benefit someone .
Something fishy is behind all this movements, it’s like creating problems to come up with solutions that will benefit someone .
Asserts a conspiracy theory about hidden agendas behind policy movements without providing evidence.
@8355069
Mar 4, 2025
Trudeau and Putin commies alike and that is why president Trump deals with them the same way.\nTrump will always prevail, you know why, he's got God on his side.
Trudeau and Putin commies alike and that is why president Trump deals with them the same way.\nTrump will always prevail, you know why, he's got God on his side.
Unfounded assertion that Trudeau and Putin are communists, combined with religious/ideological framing of Trump.
@mikerigatos2939
Mar 4, 2025
Trump lies about everything.
Trump lies about everything.
Makes a sweeping factual assertion ('Trump lies about everything') without specific evidence or examples.
Unverified Claim
0.75
@kinnamangaming3216
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
We need to stop giving Canada 2 trillion a year we get nothing out of it. Stop giving him that and we can solve our own problems about trade. Donald Trump is smart. Don’t fool …
We need to stop giving Canada 2 trillion a year we get nothing out of it. Stop giving him that and we can solve our own problems about trade. Donald Trump is smart. Don’t fool yourselves we’re gonna make out in the long run.
Makes a specific unsupported factual claim ('Canada 2 trillion a year') presented as fact without evidence, combined with economic reasoning about trade benefits.
@Dan-hx9og
Mar 4, 2025
Trumps playing the first set of cards in the pursuit of buying Canada and Mexico.....! Bravo
Trumps playing the first set of cards in the pursuit of buying Canada and Mexico.....! Bravo
Makes an unsupported conspiratorial claim that Trump is pursuing territorial acquisition of Canada and Mexico without evidence.
@francisthomas100k6
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
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
His approval rating is at 34% by the way.
His approval rating is at 34% by the way.
Presents a specific factual claim (approval rating at 34%) without source or evidence, stated as assertion.
Unverified Claim
0.75
@Stoddardian
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
Elon doesn’t like Canada. That’s why Trump is doing this bc his boss told him to? Everyone is acting like they don’t knw WHY?
Elon doesn’t like Canada. That’s why Trump is doing this bc his boss told him to? Everyone is acting like they don’t knw WHY?
Presents unsubstantiated claim that Elon Musk controls Trump's tariff decisions without evidence.
@solstyles1038
Mar 4, 2025
Now that we called Trudy out he wants to keep his imagrants and drugs in Canada ?
Now that we called Trudy out he wants to keep his imagrants and drugs in Canada ?
Makes unsubstantiated claims linking immigration policy to drug problems without evidence.
@jasonthecontractor9470
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)