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
Mr. Trudeau the fentanyl is full of bullshit and every estate of the United States they are factories of fentanyl this so called billionaires the only thing they try to do is pretend they can …
Mr. Trudeau the fentanyl is full of bullshit and every estate of the United States they are factories of fentanyl this so called billionaires the only thing they try to do is pretend they can get away with everything. I don’t understand why the people in United States the letter get away so easy. The most danger is musk you have the right to take him the citizenship as a Canadian. We hear in United States support\n Canada days don’t last too long when people get pissed off things happen
Makes specific factual claims about fentanyl factories and billionaires without evidence, combined with vague threat language about consequences.
@patriciogarces3544
Mar 4, 2025
Russian disinformation is about to hit the canadian right wing radio stations blaming Trudeau for all of this.
Russian disinformation is about to hit the canadian right wing radio stations blaming Trudeau for all of this.
Makes a specific claim about Russian disinformation targeting Canadian right-wing media without evidence, framed as a threat.
@PhillipV-qm4mf
Mar 4, 2025
They are all now working everywhere go to dollarama tim hortons poppoye no frills selling offering credit cards domino pizza concierge and also inside pearson airport
They are all now working everywhere go to dollarama tim hortons poppoye no frills selling offering credit cards domino pizza concierge and also inside pearson airport
Makes a sweeping factual claim about immigrants working in specific retail/service sectors without evidence, presented as observation.
angeloaquinovlog1754
Sep 28, 2025
BTW: didn‘t US-doctors give out for a very long time Fentanol like candy for anyone with any amount of pain? Why was that not regulated sooner, if it is even regulated now? Which US-Family profits …
BTW: didn‘t US-doctors give out for a very long time Fentanol like candy for anyone with any amount of pain? Why was that not regulated sooner, if it is even regulated now? Which US-Family profits from that? And I bet that Trump is a shareholder there too.
Raises unsubstantiated claims about US pharmaceutical regulation and Trump's alleged financial interests without evidence.
@lillic8522
Mar 4, 2025
Because they know about it like cartels in vancouver
Because they know about it like cartels in vancouver
Makes an unsubstantiated claim linking immigration to organized crime without evidence.
kamshaft747
Jan 28, 2026
We are with you Trudeau! America is being hijacked by our oligarchy and they are obviously targeting your country for resources to take willingly or unwillingly
We are with you Trudeau! America is being hijacked by our oligarchy and they are obviously targeting your country for resources to take willingly or unwillingly
Expresses support for Trudeau while making an unsubstantiated claim about American oligarchy targeting Canada for resources.
@ParagonShepard
Mar 4, 2025
Trump is trying to justify invading Canada. Putin is teaching him.
Trump is trying to justify invading Canada. Putin is teaching him.
Makes a specific factual claim about Trump's invasion intentions and Putin's influence without evidence, presented as fact.
@shaunnashandro
Mar 4, 2025
The fact is trump dont care about fetanal he just want money for the tax cut...? Fetnal just an excuse ... Tariff will be heavy to EURO ALSO
The fact is trump dont care about fetanal he just want money for the tax cut...? Fetnal just an excuse ... Tariff will be heavy to EURO ALSO
Asserts that fentanyl is merely an excuse for tariffs without evidence, while critiquing Trump's motives.
@Lovechinesefood2025
Mar 4, 2025
Agree, this is to DUMB to be true. Is he in the pocket of Putin? This is on top of the miss-use of the Precedency to benefit from crypto freud. What a clown U have …
Agree, this is to DUMB to be true. Is he in the pocket of Putin? This is on top of the miss-use of the Precedency to benefit from crypto freud. What a clown U have in the White House
Makes unsubstantiated claims about Putin connections and crypto fraud without evidence, combined with alarmist language.
@dagha01
Mar 4, 2025
If you work in any, and I mean fucking any, industry, you'll deal with Indian immigrants complaining about Indian immigrants... And they all live in Brangladesh. It's actually fucking bewildering that this continues to happen. …
If you work in any, and I mean fucking any, industry, you'll deal with Indian immigrants complaining about Indian immigrants... And they all live in Brangladesh. It's actually fucking bewildering that this continues to happen. At this point I'm positive that Canada is a failed state
Makes vague unsubstantiated claims about immigrant behavior patterns and concludes Canada is a 'failed state' without evidence.
ShtuffThatMakesMeUpset
Oct 4, 2025
Simple....lib/ccp/wef
Simple....lib/ccp/wef
Cryptic assertion linking liberals, CCP, and WEF without evidence, suggesting conspiracy without substantiation.
Unverified Claim
0.72
DPRAE
Aug 29, 2025
Why is it all the foreign leaders think they can appeal to the left Americans to change the mind of a maga lead Country? It's as if they want to insight a coup
Why is it all the foreign leaders think they can appeal to the left Americans to change the mind of a maga lead Country? It's as if they want to insight a coup
Makes unsubstantiated claims about foreign leaders' intentions and suggests a coup conspiracy without evidence.
@heatherhilbert
Mar 4, 2025
T h e beat you in child support now you think people are happy having kids? Its not the people we can clearly see what the problem is
T h e beat you in child support now you think people are happy having kids? Its not the people we can clearly see what the problem is
Makes a cryptic factual assertion ('beat you in child support') linking an unspecified problem to immigration without evidence or clarity.
Unverified Claim
0.72
almministrys1659
Aug 26, 2025
WEF and all part of "the plan"...
WEF and all part of "the plan"...
References WEF conspiracy and vague 'the plan' without evidence, suggesting deliberate coordinated action.
Unverified Claim
0.72
rowdied9829
Jun 19, 2025
Trudeau can't talk about communism. He is one. Trump ?
Trudeau can't talk about communism. He is one. Trump ?
Makes an unsubstantiated factual claim that Trudeau is a communist without evidence, presented as accusation.
@TheYamil25
Mar 4, 2025
All this because Poutine as something on Trump that he wants to make sure it never gets out. Not hard to imagine what. They always use projection against their ennemies. So just think what kind …
All this because Poutine as something on Trump that he wants to make sure it never gets out. Not hard to imagine what. They always use projection against their ennemies. So just think what kind of accusation they are always making.
Makes unfounded conspiracy-style claims about Putin having blackmail on Trump without evidence, framed as projection tactics.
@stonedoummaynardjame
Mar 4, 2025
Trump is doing this to cause a reset, everyone relax.
Trump is doing this to cause a reset, everyone relax.
Presents an unsubstantiated conspiracy theory about Trump orchestrating a 'reset' without evidence.
@sethcunningham2555
Mar 4, 2025
Like how he ease in Putin as a dictator and Mur.... even though this got nothing to do with Putin and the people of Russia.
Like how he ease in Putin as a dictator and Mur.... even though this got nothing to do with Putin and the people of Russia.
Makes vague, unsubstantiated claims about Trudeau's relationship with Putin and an incomplete accusation without evidence.
Unverified Claim
0.72
@xcx23cwea65
Mar 4, 2025
TranSSgenda 2o3o in full effect... SOme theory aye??
TranSSgenda 2o3o in full effect... SOme theory aye??
Vague conspiracy-theory-like comment suggesting a hidden agenda ('TranSSgenda 2030'), lacking factual basis.
Unverified Claim
0.72
rinuz2320
Jan 29, 2026
Warren buffett says this is war
Warren buffett says this is war
Presents an unsubstantiated claim about Warren Buffett's statement without evidence or context.
Unverified Claim
0.72
@pancake2662
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)