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
Trump is NOT an American. He is a self-serving Russian agent.
Trump is NOT an American. He is a self-serving Russian agent.
Makes an unsubstantiated factual claim that Trump is a Russian agent without evidence.
@haroldmachroli7038
Mar 4, 2025
Canada is not a sovereign country. Canada has been captured without one bullet fired. How? Specific individuals corrupted and owned by people outside of Canada. The media does not speak about the “elephant in the …
Canada is not a sovereign country. Canada has been captured without one bullet fired. How? Specific individuals corrupted and owned by people outside of Canada. The media does not speak about the “elephant in the room”, politicians won’t talk about, nobody knows what to do. Cowards.
Makes unsubstantiated conspiracy claims about Canada being 'captured' by foreign interests without evidence.
ll5568
Feb 27, 2026
Billionaires are orchestrating the next depression so they can buy up all of the corporate and personal properties for “clearance” prices ($.10 on the dollar). It’s an intentional cycle designed to steal/extract all the value …
Billionaires are orchestrating the next depression so they can buy up all of the corporate and personal properties for “clearance” prices ($.10 on the dollar). It’s an intentional cycle designed to steal/extract all the value created by the middle classes since the last recession/depression. Mostly real estate and corporate consolidation. The super-morbidly wealthy will kill us all.
Presents specific conspiracy theory about billionaires orchestrating economic depression without evidence, combined with existential threat framing.
@craigswanson8026
Mar 4, 2025
Only logical reason is that Trump is a Russia agent
Only logical reason is that Trump is a Russia agent
Makes a specific factual claim (Trump is a Russian agent) presented without evidence, characteristic of conspiracy theory framing.
Unverified Claim
0.82
@superinsect111
Mar 4, 2025
Sec.gov search Canada it’s just a corporation like the US. The tariffs are to drain us all, and across fake border.
Sec.gov search Canada it’s just a corporation like the US. The tariffs are to drain us all, and across fake border.
Makes unsubstantiated claims about Canada being a corporation and tariffs being a conspiracy to 'drain us all' without evidence.
@honeybee64
Mar 4, 2025
Tump is the largest Putin’s puppet.
Tump is the largest Putin’s puppet.
Makes a specific factual claim ('Trump is Putin's puppet') presented without supporting evidence.
Unverified Claim
0.82
@telolisou
Mar 4, 2025
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
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
Now there will be another dictator. He has already signed death certificates for all veterans.
Now there will be another dictator. He has already signed death certificates for all veterans.
Makes an unsubstantiated claim that Trump has 'signed death certificates for all veterans' without evidence.
@tommygarrett9486
Mar 4, 2025
Prime Minister? Not even the real boss. Fidel Castro's bastard son.
Prime Minister? Not even the real boss. Fidel Castro's bastard son.
Makes an unsubstantiated factual claim about the Prime Minister's parentage without evidence.
@renetapia251
Mar 4, 2025
By the way, the indians in canada are literally the bottom of the barrel, its the people who couldnt make it to the states on a hb1 lmao.
By the way, the indians in canada are literally the bottom of the barrel, its the people who couldnt make it to the states on a hb1 lmao.
Makes a specific factual claim about Indian immigrants being 'bottom of the barrel' and unable to qualify for US visas without evidence.
Smokescreen568
Jan 27, 2026
5.39 is he real ? African intelligence is below down syndrom ehhh
5.39 is he real ? African intelligence is below down syndrom ehhh
Makes false and offensive claims about intelligence based on race/ethnicity, combining misinformation with dehumanizing language.
africansister
Feb 21, 2026
1 in 5 people in Ontario is an indian now...
1 in 5 people in Ontario is an indian now...
Specific demographic claim presented without evidence or source, presented as factual assertion.
Unverified Claim
0.82
RipFifa-2023
Jan 27, 2026
Canada has become a haven for money laundering through shell companies and real estate. The whole economy is fundamentally proped up on crime.
Canada has become a haven for money laundering through shell companies and real estate. The whole economy is fundamentally proped up on crime.
Unsubstantiated conspiracy claim that Canada's economy is fundamentally built on immigrant-driven crime and money laundering.
thecoolchannel-c7s
Feb 18, 2026
Ingat, yahudi,Nasrani, moeslem bukan penyembah berhala,gambar gambar,patung patung, binatang/hewan. Yg merupakan ciptaan ALLAH/TUHAN. Sangat berbeda dengan Hindu. Yahudi,Nasrani,moeslem anti menyembah patung.apalagi patung yg di buat manusia itu sendiri.maaf🙏🏻
Ingat, yahudi,Nasrani, moeslem bukan penyembah berhala,gambar gambar,patung patung, binatang/hewan. Yg merupakan ciptaan ALLAH/TUHAN. Sangat berbeda dengan Hindu.
Yahudi,Nasrani,moeslem anti menyembah patung.apalagi patung yg di buat manusia itu sendiri.maaf🙏🏻
Makes demonstrably false religious claims comparing Hinduism to Abrahamic religions in a way that misrepresents Hindu practices.
Unverified Claim
0.82
YosuaIbrahim
Feb 13, 2026
Since about 5 years or so there's been an explosion of Indian people and inevitably crime as well as illegal stuff in the trucking industry, accidents etc. We joke about it always being the same …
Since about 5 years or so there's been an explosion of Indian people and inevitably crime as well as illegal stuff in the trucking industry, accidents etc. We joke about it always being the same Kulpreets
Specific factual claim linking Indian immigration to crime increase in trucking without evidence, combined with ethnic stereotyping through name-based mockery.
danf8047
Jan 27, 2026
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants …
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants from not america. also africa isn't a country
Challenges a false claim about African IQ with factual corrections, while critiquing flawed reasoning and geographic misconceptions.
leroy1222
Feb 5, 2026
6:57 this guy is relatively nice and truthful, but why the heck would Canda import a one handed Indian thief? Thieves get their hands cut off in India.
6:57 this guy is relatively nice and truthful, but why the heck would Canda import a one handed Indian thief? Thieves get their hands cut off in India.
Makes a specific factual claim (calling an individual a thief) without evidence and relies on ethnic stereotyping about Indian criminal punishment practices.
bast4rdlyreaper
Jan 27, 2026
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
The reason trump isn’t interested in the minerals in Canada is because he wants to give Ukrainian mineral to Russia
The reason trump isn’t interested in the minerals in Canada is because he wants to give Ukrainian mineral to Russia
Makes a specific conspiratorial claim about Trump's hidden motives regarding Canadian minerals and Russia without evidence.
Unverified Claim
0.82
@imeldaosullivan287
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)