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
Unverified Claim
3,221 comments
This is a fact. Nicol Suarez is a man with a Yard who put it in a boy. That is the Fact.
This is a fact. Nicol Suarez is a man with a Yard who put it in a boy. That is the Fact.
Presents a specific factual claim about an individual (Nicol Suarez) without evidence or context, appearing to be an unsubstantiated assertion.
Unverified Claim
0.75
@johndunlavey8927
Mar 5, 2025
This can all be explained so easily, The Donald has changed sides, easy as can be.
This can all be explained so easily, The Donald has changed sides, easy as can be.
Makes a vague conspiratorial claim that Trump 'has changed sides' without providing evidence or explanation for this assertion.
Unverified Claim
0.75
@CecilJRhodes
Mar 5, 2025
I am sure there is a lot more fentanyl detected going IN to Canada from the US, then going IN to the US from Canada
I am sure there is a lot more fentanyl detected going IN to Canada from the US, then going IN to the US from Canada
Makes a specific factual assertion about fentanyl flows between countries without evidence, while also comparing Canada-US drug trafficking patterns.
@edubeast-g9m
Mar 4, 2025
I wonder what deal he made (Trump) with American armaments industry.
I wonder what deal he made (Trump) with American armaments industry.
Presents an unsubstantiated claim about Trump making a secret deal with the armaments industry without evidence.
@pascaleoffe9411
Mar 5, 2025
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you …
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you on a waiting list because they are taking immigrants first! WTF!??? WEF Agenda!
Makes specific factual claims about military hiring practices prioritizing immigrants without evidence, and invokes conspiracy ('WEF Agenda').
TheDmac5440
Aug 26, 2025
He aligned with Russia because the US wants to take panama and Greenland by force , that's why the change in policy...
He aligned with Russia because the US wants to take panama and Greenland by force , that's why the change in policy...
Presents unsubstantiated conspiracy theory linking Russia alignment to US territorial ambitions without evidence.
@LatinSlav
Mar 4, 2025
President Musk is pulling the strings of Dirty Donald
President Musk is pulling the strings of Dirty Donald
Makes an unsubstantiated factual claim about political manipulation without evidence.
@cliffmanty4113
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
Half of india popu went to usa and canada in the last 6years😂😂😂
Half of india popu went to usa and canada in the last 6years😂😂😂
Makes a specific factual claim about Indian migration patterns without evidence, presented with laughing emojis suggesting satirical intent, but the claim itself is unsubstantiated.
didisinful
Aug 26, 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
All by design
All by design
Vague conspiracy theory assertion ('all by design') implying deliberate government orchestration without specifics or evidence.
Unverified Claim
0.75
alixblythe6817
Aug 27, 2025
It seems pretty obvious. There've been rumors that Trump is a Russian stooge. Now, everything he's doing is either eroding western alliances or empowering Russia. The US is a puppet of Putin's Russia at this …
It seems pretty obvious. There've been rumors that Trump is a Russian stooge. Now, everything he's doing is either eroding western alliances or empowering Russia. The US is a puppet of Putin's Russia at this point. Never thought I'd see it in my lifetime.
Makes specific conspiratorial claims about Trump being a Russian puppet and the US being controlled by Putin without evidence, combined with expressions of alarm about geopolitical threats.
@garthd1627
Mar 4, 2025
Trudeau , you just keep imporitng Hindu Indians from India to Canada!
Trudeau , you just keep imporitng Hindu Indians from India to Canada!
Makes a specific factual claim about Trudeau importing Hindu Indians without evidence, framed as demographic concern.
@altruistization
Mar 4, 2025
The thing about it is.. Is all this really real or not? I feel like it's all a conspiracy
The thing about it is.. Is all this really real or not? I feel like it's all a conspiracy
Suggests current events may be fabricated or part of a conspiracy without providing evidence or specifics.
Unverified Claim
0.75
@ninobrown3394
Mar 4, 2025
When Trudeau leaves....so too will the tarrifs \n\nTrump does not like Trudeau.\n\nOnce Trudeau is gone.....things will be much easier for Canadians.
When Trudeau leaves....so too will the tarrifs \n\nTrump does not like Trudeau.\n\nOnce Trudeau is gone.....things will be much easier for Canadians.
Presents a specific factual assertion (Trump dislikes Trudeau and tariffs will end when he leaves) without evidence to support the causal claim.
@DavidMcconnell-v3b
Mar 4, 2025
US and Canada fighting is exactly what Trump did, because he wants to please his foreign masters. Scum bag!
US and Canada fighting is exactly what Trump did, because he wants to please his foreign masters. Scum bag!
Makes unsubstantiated claim that Trump deliberately sows discord to serve 'foreign masters,' presented as factual assertion without evidence.
@druwk
Mar 4, 2025
All those cheap Canadian Flags behind him are made in China! Fact!
All those cheap Canadian Flags behind him are made in China! Fact!
Makes a specific factual claim about flag manufacturing origin presented as fact without evidence.
Unverified Claim
0.75
@CanadianDrifter777
Mar 4, 2025
Trump provoked this because he wants to take over Canada.
Trump provoked this because he wants to take over Canada.
Makes an unsubstantiated factual claim about Trump's territorial intentions toward Canada without evidence.
@WendyNelson-g9r
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
Its 🇮🇳 fault
Its 🇮🇳 fault
Makes an unsubstantiated claim blaming India for Canada's immigration issues without evidence or explanation.
RichardLiquidPepstein
Aug 30, 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)