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
Why so many Indian Asylum seekers? There is NO WAR in INDIA. Fake refugees, Fake documents, Fake marriages
Why so many Indian Asylum seekers? There is NO WAR in INDIA. Fake refugees, Fake documents, Fake marriages
Makes sweeping false claims about Indian asylum seekers using fabricated documents and fake marriages without evidence, combining misinformation with demographic anxiety.
Kevin-sq1fk
Jan 25, 2026
Let me tell people something here Treadeau and his regime are not for Canadians this prime minster does thjngs in secret against freedoms liberty and life it will come out what Trudeau has been doing …
Let me tell people something here Treadeau and his regime are not for Canadians this prime minster does thjngs in secret against freedoms liberty and life it will come out what Trudeau has been doing these facts are known and will be revealed arrest Treudeau
Commenter makes unsubstantiated claims about Trudeau acting in secret against freedoms and calls for his arrest without evidence.
@TimothyBondy
Mar 4, 2025
Indians and asians are the worst drivers. Next african american and all females. Sorry just saying lol
Indians and asians are the worst drivers. Next african american and all females. Sorry just saying lol
Makes sweeping, stereotypical claims about driving ability by ethnic and gender groups without evidence, presented as factual observation.
brendank7465
Mar 3, 2026
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
canada is the nest for criminal thieves and corrupted element immigirated from other nations
canada is the nest for criminal thieves and corrupted element immigirated from other nations
Makes a sweeping factual claim that Canada harbors criminal immigrants without evidence, presented as established fact.
@KS-zq7zy
Mar 4, 2025
Trumps policy is America last, Russia first.
Trumps policy is America last, Russia first.
Makes a specific factual assertion ('Trump's policy is America last, Russia first') presented without evidence, suggesting conspiracy.
Unverified Claim
0.85
@michaeltravers6109
Mar 4, 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
All going as planned! Trudeaus plans to dismantle Canada is almost complete. A WEF puppet and globalist. Trudeau is smiling ear to ear on the inside. Carney will drive the final nail in the coffin …
All going as planned! Trudeaus plans to dismantle Canada is almost complete. A WEF puppet and globalist. Trudeau is smiling ear to ear on the inside. Carney will drive the final nail in the coffin once he is installed. Nice work Canada!
Makes specific unfounded claims about Trudeau's intentions ('dismantle Canada'), WEF puppet conspiracy, and Carney's role without evidence, combined with apocalyptic framing.
@shannonlyon
Mar 4, 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
Donald Trump and his administration have been captured by Russia. Every single thing he does that seems not to make sense, which seems to hurt America, are directives from Vladimir Putin. He wants to weaken …
Donald Trump and his administration have been captured by Russia. Every single thing he does that seems not to make sense, which seems to hurt America, are directives from Vladimir Putin. He wants to weaken America and destabilize the West. And he found individuals willing to commit treason in order to do his bidding. I hope the rest of the world understands what has happened to the U.S. government. Many of us, who didn't vote for Trump, understood he was a Russian asset. Trump voters rejected this and believed his lies. The majority of Trump voters will soon realize they have been betrayed. They don't have to become Democrats to abandon Trump and fight against this Russian takeover of our country. We need them. We need the world's help.
Makes specific factual claims about Trump being a Russian asset and Putin directing policy without evidence, combined with expressions of threat to democracy and moral appeals about treason.
@ashleyshelby8927
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
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
99% PedoFiles in Epstein Files are White uncles...Minor girls should stay away from this White uncles, they used to R@pe indigenous people of Mexico, now rhey are openly doing it....White PedoFiles
99% PedoFiles in Epstein Files are White uncles...Minor girls should stay away from this White uncles, they used to R@pe indigenous people of Mexico, now rhey are openly doing it....White PedoFiles
Makes inflammatory, unsubstantiated claims linking race to criminal behavior while conflating unrelated issues.
shruti890-o5b
Feb 28, 2026
And their drug Labs that they discovered that they didn't know that was there all of a sudden how come there's only one person in each drug lab how come there's nobody else that got …
And their drug Labs that they discovered that they didn't know that was there all of a sudden how come there's only one person in each drug lab how come there's nobody else that got arrested or you don't hear anymore about that cuz he's guys are involved.
Presents unsubstantiated claims about drug labs and arrests without evidence, suggesting a cover-up conspiracy.
Unverified Claim
0.85
@davidduguette7820
Mar 4, 2025
80% are khalist*ni terrors*ts.
80% are khalist*ni terrors*ts.
Makes a sweeping, unsubstantiated claim labeling a religious/ethnic group as terrorists.
JP_Houlu
Feb 28, 2026
I’ve seen them go poo in the shower at the gym.
I’ve seen them go poo in the shower at the gym.
Presents an anecdotal, likely fabricated claim designed to demean immigrants through crude stereotyping.
Moore91_burb
Feb 28, 2026
Canada lowkey sent 25k Indians back to India in 2025. It was all hush hush hush
Canada lowkey sent 25k Indians back to India in 2025. It was all hush hush hush
Makes an unverified claim about mass deportations presented as secret, combining false information with alarmist framing.
skellyhed
Feb 24, 2026
This is 100% Trump, no one else
This is 100% Trump, no one else
Makes a definitive factual claim attributing responsibility entirely to Trump without supporting evidence.
Unverified Claim
0.85
@WayneS85
Mar 4, 2025
These hateful dirty untouchables scum murder Christians and Muslims and attack their places of worship and these smelly bastards get away with it because of their hateful hindu fascist government.
These hateful dirty untouchables scum murder Christians and Muslims and attack their places of worship and these smelly bastards get away with it because of their hateful hindu fascist government.
The comment makes inflammatory, unsubstantiated claims about violence and religious attacks by a specific ethnic/religious group, combining conspiracy-like accusations with dehumanizing language.
Siddman7
Feb 7, 2026
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)