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
PLZ READ. LOOK INTO THE CRIME THAT THEY BROUGHT IN. LITERALLY 1800s MAFIA SHIT.
PLZ READ. LOOK INTO THE CRIME THAT THEY BROUGHT IN. LITERALLY 1800s MAFIA SHIT.
Makes an unsubstantiated claim linking immigrants to organized crime without providing evidence.
astrosloth3966
Jan 27, 2026
Canada is a drug and criminal haven. Trudeau is an absolute liar. He increased prices on all of us Canadians and he dares say Trump will do that. Our country is a threat to the …
Canada is a drug and criminal haven. Trudeau is an absolute liar. He increased prices on all of us Canadians and he dares say Trump will do that. Our country is a threat to the USA. We are open friends with the PLA. Please America take us over. The Chinese have control here and the Indians are replacing us.
Makes multiple unverified claims about Canada being a 'drug and criminal haven,' Chinese control, and Indian demographic replacement without evidence.
@FPV_LAB
Mar 4, 2025
It seems to me that fall of Canada is deliberate and being orchestrated by our own over-paid federal government politicians and bureaucrats. What's their agenda and is there a common denominator? Well, like Klaus za …
It seems to me that fall of Canada is deliberate and being orchestrated by our own over-paid federal government politicians and bureaucrats. What's their agenda and is there a common denominator? Well, like Klaus za penitrator sez, more zan hef za Liebral cabinet are hiss WEF yong globel leaders. You might want to know who they are before you cast a vote.
Promotes conspiracy theories about WEF infiltration of government and uses misspelled references to Klaus Schwab, combined with a call to vote based on these unsubstantiated claims.
ericcogley457
Feb 25, 2026
Asians have the tendency to multiply
Asians have the tendency to multiply
Makes a vague, unsubstantiated demographic claim about Asian population growth without evidence or context.
DianaXP2026
Sep 22, 2025
Trump is a Russian plant
Trump is a Russian plant
Makes a specific factual assertion (Trump is a Russian plant) without evidence, a conspiracy-adjacent claim.
Unverified Claim
0.85
@laz001
Mar 4, 2025
Come as a student, stay as an illegal citizen, exploit the system as much as they can, send out as much money as possible, destroy country, take over
Come as a student, stay as an illegal citizen, exploit the system as much as they can, send out as much money as possible, destroy country, take over
Makes specific unfounded claims about student visa holders becoming illegal citizens and systematically exploiting/destroying the country without evidence.
R.O.A.V
Sep 23, 2025
Street shitters…. Ooohhhh Canada!!!!
Street shitters…. Ooohhhh Canada!!!!
Uses a dehumanizing slur and fabricated stereotype to demean immigrants, combining offensive language with false characterization.
timrainger8908
Mar 2, 2026
I don't mean to be mean, but I do realize that Indian "students" don't study, they are always late, they copy their homework, they are not committed to learn.
I don't mean to be mean, but I do realize that Indian "students" don't study, they are always late, they copy their homework, they are not committed to learn.
Makes sweeping, unsubstantiated claims about Indian students' behavior and work ethic without evidence.
MRSGzlz
Oct 1, 2025
No it doesn't divide the country. Everyone agrees Canada wants far fewer indians
No it doesn't divide the country. Everyone agrees Canada wants far fewer indians
Makes a sweeping, unverified claim that 'everyone' in Canada wants fewer Indian immigrants, presenting opinion as universal fact.
laylalayla5364
Feb 12, 2026
Most importantly Biden let in millions of illegals who have infectious diseases which include Measles
Most importantly Biden let in millions of illegals who have infectious diseases which include Measles
Makes a specific factual claim about immigrants carrying infectious diseases without evidence, combining health threat framing with unsubstantiated assertion.
@msanders7426
Mar 4, 2025
India is the scam country of the world
India is the scam country of the world
Makes a sweeping, unsubstantiated claim about an entire nation being fraudulent, framed as factual assertion.
AngelofDeath333
Oct 1, 2025
Kalergi Plan. Damn shame.
Kalergi Plan. Damn shame.
References the Kalergi Plan conspiracy theory about deliberate demographic replacement, a debunked white supremacist narrative.
darthconyeyeye4838
Feb 25, 2026
5:27 this is just false hate against Africans. The average IQ in Ghana is 91.40, the crime rate in ghana is 3x lower than US per capita, it goes to show that Africa isn't a …
5:27 this is just false hate against Africans. The average IQ in Ghana is 91.40, the crime rate in ghana is 3x lower than US per capita, it goes to show that Africa isn't a single country like this naive dude thinks it is.
Presents selective statistics and false equivalences to counter perceived bias, using misleading data comparisons.
wheatwhole_
Feb 24, 2026
Trump is a Russian spy.
Trump is a Russian spy.
Makes a specific factual assertion (Trump is a Russian spy) without evidence, characteristic of conspiracy-theory framing.
Unverified Claim
0.85
@davidwebb913
Mar 4, 2025
Gog took over America Lakewood and Magog took over Canada
Gog took over America Lakewood and Magog took over Canada
The comment makes a conspiratorial claim about biblical figures (Gog/Magog) taking over North America, which is a fabricated conspiracy theory.
Unverified Claim
0.85
yunogasai7283
Mar 1, 2026
I don’t like it All peoples India are lied bad record private crimes 🇮🇳 millions immigration moved to all Canada and but India 🇮🇳 still hate against all peoples s own born in Canada here …
I don’t like it All peoples India are lied bad record private crimes 🇮🇳 millions immigration moved to all Canada and but India 🇮🇳 still hate against all peoples s own born in Canada here all Canada govt are weak shame
Makes unverified claims about Indian immigrants' criminal records and dishonesty while asserting Canadian identity concerns.
LiliMartin-x2i
Oct 1, 2025
Pedophile race is calling Indians dirty and his racism shown with an uplifting music.. thats western world for you..
Pedophile race is calling Indians dirty and his racism shown with an uplifting music.. thats western world for you..
Makes inflammatory, unsubstantiated accusations about race and pedophilia while criticizing Western racism.
sholmes_ttyy
Feb 28, 2026
Get the 3,000,000 illegals out now! The minister is corrupt! She’ll last because that’s what her bosses - the new world order need to stall!
Get the 3,000,000 illegals out now! The minister is corrupt! She’ll last because that’s what her bosses - the new world order need to stall!
Contains unverified claims about 'illegals' and conspiracy theories ('new world order'), combined with alarmist framing and policy criticism.
charleswood2948
Feb 27, 2026
Come on... We know why Trump targeted Canada. Its because he was upset when Justin Trudeau was caught on a hot mic back in 2019 in London when he was talking about Trump's press conference. …
Come on... We know why Trump targeted Canada. Its because he was upset when Justin Trudeau was caught on a hot mic back in 2019 in London when he was talking about Trump's press conference. Trump is a child who likes to get his payback for people who he believes wrong'd him.
Makes a specific factual claim about Trump's motivations based on a 2019 incident without evidence or source.
Unverified Claim
0.85
@Ruffonez
Mar 4, 2025
Peter Thiel is wanting to \nDestroy the American economy through his lapdogs President Musk and his puppet Trump! DO YOUR RESEARCH!
Peter Thiel is wanting to \nDestroy the American economy through his lapdogs President Musk and his puppet Trump! DO YOUR RESEARCH!
Makes specific conspiratorial claims about Peter Thiel, Musk, and Trump deliberately destroying the American economy without evidence.
Unverified Claim
0.85
@AlanKenney-nm8ke
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)