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
Those same 2.9 million will claim for asylum and refugees status
Those same 2.9 million will claim for asylum and refugees status
Makes a specific factual assertion ('2.9 million will claim for asylum') without evidence, presenting it as inevitable fact.
Unverified Claim
0.80
KoolKat42
Jan 16, 2026
Good and not servility speech! I hope you can do more about Fentanyl and the Chinese organized criminal activity in your Casino and Fentanyl chemical sent by CCP! We love Canadian but not Fentanyl, illegal …
Good and not servility speech! I hope you can do more about Fentanyl and the Chinese organized criminal activity in your Casino and Fentanyl chemical sent by CCP! We love Canadian but not Fentanyl, illegal immigrants, and CCP infiltration! Goo bless America and Canada!
Presents unverified claims about fentanyl, Chinese organized crime, CCP infiltration, and illegal immigrants without evidence.
@huntingtonjimmy2999
Mar 4, 2025
The globalists are loosing their shit ??? these corrupt war mongering politicians are terrified
The globalists are loosing their shit ??? these corrupt war mongering politicians are terrified
Makes vague conspiratorial claims about 'globalists' and 'corrupt war mongering politicians' without evidence, combined with alarmist framing.
@deliverinwales
Mar 4, 2025
Canada is the WEF playground.
Canada is the WEF playground.
Conspiracy theory claiming Canada is controlled by the World Economic Forum, combining misinformation with threat framing.
outdoorloser4340
Jan 27, 2026
400,000? IT WAS 800 THOUSAND BY MAY!!!!
400,000? IT WAS 800 THOUSAND BY MAY!!!!
Presents a specific factual claim (immigration numbers doubled to 800k by May) without evidence, contradicting the video's figures.
imagemaker6593
Jan 6, 2026
Complaining about birth rates? When injecting their population with an experimental jab that affects women's cycles? When we keep GMO's and their pesticides/herbicides. No no, I think there's a group of very racist people that …
Complaining about birth rates? When injecting their population with an experimental jab that affects women's cycles? When we keep GMO's and their pesticides/herbicides.
No no, I think there's a group of very racist people that are purposely destroying every single first world country because they want total control.
Presents multiple unsubstantiated claims (vaccines affecting cycles, GMO conspiracy, intentional country destruction) without evidence, framed as conspiracy theory.
versustherest
Aug 28, 2025
People you allow in randomly are against e erythibg you stand for cartel ccp tamel tigers viet gangs samoli gangs etc
People you allow in randomly are against e erythibg you stand for cartel ccp tamel tigers viet gangs samoli gangs etc
Makes specific factual claims about immigrant groups being associated with criminal organizations without evidence, presented as established fact.
kamshaft747
Aug 29, 2025
I know what that guy meant in the helmet when he said dirty Indians
I know what that guy meant in the helmet when he said dirty Indians
Implies agreement with a derogatory ethnic slur without context, perpetuating harmful stereotypes.
lesterkakepetum2586
Jan 27, 2026
no, the "new" pm wasn't elected, he was selected to do exactly what was required of him, and now Canadians suffer for it.
no, the "new" pm wasn't elected, he was selected to do exactly what was required of him, and now Canadians suffer for it.
Makes unsubstantiated claim that the PM was 'selected' rather than elected to serve specific interests, framed as factual assertion.
johnv6997
Sep 4, 2025
Ask them why pour boiling hot oil in the drains
Ask them why pour boiling hot oil in the drains
Makes a stereotypical and unsubstantiated claim about immigrant behavior, combining false accusation with threat framing.
leezilla9168
Jan 27, 2026
The drugs and immigrants are going from USA to Canada not from Canada to USA!!
The drugs and immigrants are going from USA to Canada not from Canada to USA!!
Asserts a specific factual claim about drug and immigrant flow direction without evidence.
@BubbleGum-f8f
Mar 4, 2025
One thing people should take note of is how only India or Pakistan work in a place . White people are worried about racism when they are looking at it in those stores as those …
One thing people should take note of is how only India or Pakistan work in a place .
White people are worried about racism when they are looking at it in those stores as those Indians are only hiring their own. Happens everywhere in the west
Presents specific factual claims about hiring discrimination and in-group employment without evidence, framed as widespread pattern.
Siris101
Jan 27, 2026
Willing to bet it is the US government flooding in fentanyl.
Willing to bet it is the US government flooding in fentanyl.
Makes a specific factual claim about US government involvement in fentanyl trafficking without evidence, presented as speculation.
@danielwatson7319
Mar 4, 2025
Trump voters should be embarrassed for their supporting this deranged person Kamala Harris wouldn’t have us in this position. Trump is so greedy for money there most be something in Ukraine that he wants so …
Trump voters should be embarrassed for their supporting this deranged person Kamala Harris wouldn’t have us in this position. Trump is so greedy for money there most be something in Ukraine that he wants so he’s allowing Russia to take control of that country. Maybe it’s something to do with some type of precious minerals such as titanium,lithium etc.
Makes specific unfounded factual claims about Trump's financial motivations regarding Ukraine and mineral extraction without evidence.
@JamesOliver-n4y
Mar 4, 2025
And 2.8 million will simply hang around.
And 2.8 million will simply hang around.
Presents a specific numerical claim (2.8 million immigrants remaining) without evidence to suggest policy failure.
Unverified Claim
0.80
g.w.7893
Jan 15, 2026
And all 2.9 had a child to stay here…. Or seek asylum… they wanted to circumnavigate the immigration system… deport them all and the children they have!
And all 2.9 had a child to stay here…. Or seek asylum… they wanted to circumnavigate the immigration system… deport them all and the children they have!
Makes unsupported claim that 2.9 million immigrants had children to circumvent immigration system, presented as fact.
knganth3m
Jan 15, 2026
Is this the guy with 22% approval rating? ?
Is this the guy with 22% approval rating? ?
Presents a specific approval rating statistic (22%) as a factual claim without evidence, framed as a question.
@mazzychat01
Mar 4, 2025
This dude is using the Sub Sahara IQ quote. Yea, that’s not racist. Lol😂
This dude is using the Sub Sahara IQ quote. Yea, that’s not racist. Lol😂
Accuses the video creator of using discredited racist pseudoscience (Sub-Saharan IQ claims), presented with sarcastic tone to delegitimize the argument.
ShaunPhillipslimitlessfx
Jan 27, 2026
He said all Africans are terrible . Wow that’s a bad mindset
He said all Africans are terrible . Wow that’s a bad mindset
Misrepresents or exaggerates the video's claims as making sweeping negative generalizations about entire continental populations.
MoochieDaBabe
Jan 27, 2026
Trump is doing this for putin
Trump is doing this for putin
Makes a specific factual assertion (Trump acting on behalf of Putin) without supporting evidence, presenting it as established fact.
Unverified Claim
0.80
@sonjacalloway9761
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)