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 makes sense if you accept the fact that Trump is a Russian asset.
It makes sense if you accept the fact that Trump is a Russian asset.
Asserts a specific factual claim ('Trump is a Russian asset') without evidence to support the assertion.
Unverified Claim
0.82
@Hidinginthetreeline
Mar 4, 2025
don't let poopjeet come to canada they will poop your country
don't let poopjeet come to canada
they will poop your country
Uses dehumanizing slur and fabricated stereotype about a national group, presented as crude humor but functioning as hateful misinformation.
kasyakyoubfgamindikisborat
Feb 11, 2026
I.m not saying that president D.Trump is a traitor and an undercover russian asset. But if a bird looks like a duck , swims like a duck and quacks like a duck , then it …
I.m not saying that president D.Trump is a traitor and an undercover russian asset. But if a bird looks like a duck , swims like a duck and quacks like a duck , then it probably is a duck.
Makes an unsubstantiated claim that Trump is a Russian asset using the 'duck test' metaphor, presented as conspiratorial inference without evidence.
@joythug37
Mar 4, 2025
Remember, the replacement is a “conspiracy theory”!
Remember, the replacement is a “conspiracy theory”!
References the 'great replacement' conspiracy theory, dismissing it as falsely labeled while implicitly endorsing the narrative.
pukalo
Jan 27, 2026
The guy is soo wrong, it’s the upper caste who eats poop.
The guy is soo wrong, it’s the upper caste who eats poop.
Presents a dehumanizing false stereotype about caste groups, attempting to redirect prejudice while maintaining misinformation.
ivanedswin
Feb 24, 2026
LOL!! “I will go next year, i mean next month” @ 2:24 they are good at scamming.
LOL!! “I will go next year, i mean next month” @ 2:24 they are good at scamming.
Makes a derogatory generalization about immigrants being scammers based on a video clip, presenting an unsubstantiated stereotype.
xloganxwolverine6310
Jan 28, 2026
They “the government “ does this on purpose to create a crisis. Rather than spend the money on border agents which would help control this issue as well as the flow of illegal firearms, they …
They “the government “ does this on purpose to create a crisis. Rather than spend the money on border agents which would help control this issue as well as the flow of illegal firearms, they let in unvetted, undocumented migrants to cause backlash from you and I, basically opening the door for them to correct it by implementing a digital ID. This is nothing new, all the WEF puppets world wide are pulling the same strings. Enough is enough! It’s time to take our countries back with mass deportations. Get the military involved and do whatever it takes to get these low quality migrants out of our country
Presents conspiracy theories (WEF puppets, intentional crisis creation, digital ID agenda) as fact, combined with alarmism and calls for mass deportation.
mattvermilyea
Sep 30, 2025
The gr3at white r3plac3m3nt
The gr3at white r3plac3m3nt
References the 'great replacement' conspiracy theory, a specific unverified claim about demographic change presented without evidence.
miyaskies
Jan 27, 2026
在谷歌翻译里翻译:Conservatives will put law-abiding Canadians, 得到的结果是:保守党将把守法的加拿大人置于不利地位。 左疯子骗子翻译机器啊?请广为告知。
在谷歌翻译里翻译:Conservatives will put law-abiding Canadians, 得到的结果是:保守党将把守法的加拿大人置于不利地位。 左疯子骗子翻译机器啊?请广为告知。
Conspiracy claim about Google Translate bias against conservatives, with call to spread the message.
birdking6389
Feb 26, 2026
They’re still letting in hundreds of thousands and have allowed chain migration recently.This is all lies and total bullshit.
They’re still letting in hundreds of thousands and have allowed chain migration recently.This is all lies and total bullshit.
Makes specific factual claims about immigration numbers and chain migration policies without evidence, dismissing video as 'lies.'
joshuajohnston4352
Dec 30, 2025
the globalist bankers and corporate heads who lobby the government love the policy of importing the 3rd world as it lowers their labor costs
the globalist bankers and corporate heads who lobby the government love the policy of importing the 3rd world as it lowers their labor costs
Conspiracy theory framing immigration policy as deliberate corporate/banking manipulation to suppress wages, lacking factual basis.
mynameisawesomeman
Jan 27, 2026
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0.
The 2020 pool is used little by little everywhere 10k to 15k per year.
So in 3 years 36k applicant processed. This 400% number probably is total received in 2020 vs previous years (process was different) from all over but that many DO NOT get invited to apply.
Challenges specific government statistics (400% increase claim) with detailed factual assertions about IRCC processing numbers and methodology.
cdalmeida75
Jan 20, 2026
Foolish kalishsni Terrorist leader TRUDO must realise stop encouraging terrorist activity, otherwise your economy will collapse totally.
Foolish kalishsni Terrorist leader TRUDO must realise stop encouraging terrorist activity, otherwise your economy will collapse totally.
Makes unsubstantiated claims about terrorist activity encouragement and economic collapse without evidence.
@jalagareddy-l6j
Mar 4, 2025
canada just taking good for nothing indians who would have scammed in india too. they are letting in gangsters and terr*rists, even though the indian gov warns them they still do it. smart indians go …
canada just taking good for nothing indians who would have scammed in india too.
they are letting in gangsters and terr*rists, even though the indian gov warns them they still do it.
smart indians go to the US not canada, you bring in the blue collar of india what do you expect
Makes specific factual claims without evidence (Indians are 'good for nothing,' Canada is letting in 'gangsters and terrorists') presented as fact.
apurvadarsh2279
Oct 7, 2025
Thump is a Russian asset and Jd Vance and that GOP is as well
Thump is a Russian asset and Jd Vance and that GOP is as well
Makes specific factual assertion that Trump and GOP officials are Russian assets without providing evidence, characteristic of conspiracy claims.
Unverified Claim
0.81
@TheKickass85
Mar 4, 2025
If less than 1% of fent is seized at the canadian boarder.. then why have the past 10 largest fent dealers been mostly from canada? We just busted a super lab near Edmonton a few …
If less than 1% of fent is seized at the canadian boarder.. then why have the past 10 largest fent dealers been mostly from canada? We just busted a super lab near Edmonton a few months ago where they were making enough to kill every american... I guess that all stayed in canada though right? Canada is a fucking joke. These clowns know very well about it but they are on the pay roll some how
Presents specific factual claims about fentanyl seizure rates and dealer origins without evidence, suggesting government corruption.
@TravisRobak
Mar 4, 2025
Why don't anybody mention India at all? According to public information, a think tank's research report shows that a large amount of fentanyl precursors are provided by India. Is it because some guy's wife is …
Why don't anybody mention India at all? According to public information, a think tank's research report shows that a large amount of fentanyl precursors are provided by India. Is it because some guy's wife is Indian?
Makes a specific factual claim about India providing fentanyl precursors without evidence, and implies a conspiracy about government bias.
@Lee-dc3uu
Mar 4, 2025
Those Indians girls be so horny they be hot and ready when they come here and see different flavor men keep the women semd back the men
Those Indians girls be so horny they be hot and ready when they come here and see different flavor men keep the women semd back the men
Contains stereotypical, sexually objectifying generalizations about Indian women presented as fact, constituting misinformation and identity-based stereotyping.
jimmyjazz7868
Jan 29, 2026
Hindus have no individualism
Hindus have no individualism
Makes a sweeping, unsubstantiated generalization about an entire religious/ethnic group's cultural characteristics.
Keithyt3962
Oct 16, 2025
The ultimate goal of Donald is to weaken Canada, Europe, NATO & all the democracies in the free world for his boss Putin for world hegemony, no doubt bout that!
The ultimate goal of Donald is to weaken Canada, Europe, NATO & all the democracies in the free world for his boss Putin for world hegemony, no doubt bout that!
Presents a specific conspiratorial claim about Trump's alleged goal to weaken democracies for Putin without evidence.
@sergiopascale3487
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)