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
Need more exposing of the juices 🧃🧃🧃
Need more exposing of the juices 🧃🧃🧃
Appears to contain antisemitic dog-whistle language ('juices') promoting conspiracy theories or hateful stereotypes.
Unverified Claim
0.85
WpMeOskar9000
Jan 27, 2026
Taxation into poverty is the goal of this liberal regime. Canadians are being replaced for Carneys New World Order.
Taxation into poverty is the goal of this liberal regime. Canadians are being replaced for Carneys New World Order.
Contains conspiracy theory claims about 'New World Order' and replacement narratives mixed with policy critique, but the unfounded conspiratorial framing dominates.
mazda420drift
Jan 20, 2026
All done by design you Canadians to bring in the New World order and the one with government
All done by design you Canadians to bring in the New World order and the one with government
Makes a conspiracy theory claim about government deliberately implementing immigration for 'New World order' without evidence.
kennykraft1681
Nov 20, 2025
The Camp of the Saints
The Camp of the Saints
Reference to 'Camp of the Saints' (a racist dystopian novel) signals alarmist demographic replacement conspiracy theory.
TylerDurden1975-o1x
Jan 20, 2026
THIS IS HIS FIRST STEP \nIN THE PLAN TO INVADE \nBOTH MEXICO AND CANADA \nnot funny any more
THIS IS HIS FIRST STEP \nIN THE PLAN TO INVADE \nBOTH MEXICO AND CANADA \nnot funny any more
Presents an unsubstantiated conspiracy theory about invasion plans without evidence.
@mexhapati
Mar 4, 2025
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!! How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!! ALL of this is PLANNED by the Liberals & WEF …
The Liberals & the NDP DESTROYED Canada in 10 Years.... !!!
How can Canadians become REFUGEES so that WE as CANADIANS get Actual HELP... !!!
ALL of this is PLANNED by the Liberals & WEF & the British CROWN .... !!!
WAKE TF Up Canada... !!!
Makes unsubstantiated claims about deliberate government/WEF conspiracy to destroy Canada, combines with alarmism and mobilization.
spirit2600
Nov 21, 2025
Trump isn't smart. 71 IQ, maybe he's an idiot
Trump isn't smart. 71 IQ, maybe he's an idiot
Presents a specific fabricated IQ statistic (71) as fact to support a character attack on Trump.
Unverified Claim
0.85
@Oldmanjungle
Mar 4, 2025
Trump wants Canada's natural resources. He is going to, sooner or later, invade Cananda. He's made a deal with Russia and China to takeover the world. Canadians and the world need to prepare for war. …
Trump wants Canada's natural resources. He is going to, sooner or later, invade Cananda. He's made a deal with Russia and China to takeover the world. Canadians and the world need to prepare for war. Trump is the antichrist.
Makes specific unfounded claims about Trump's invasion plans, secret deals with Russia/China, and apocalyptic predictions without evidence.
@ViralTopicsNow
Mar 4, 2025
YOU ARE LYING AND BESIDE GIVING THEM MORE THEN CANADIANS GETS - THEY-THE ILLEGALS AFTER GETTING THE MONEY GOES TO THE FOOD BANKS TO TAKE THE FOOD THAT WAS MEANT FOR THE STARVING = EVERY …
YOU ARE LYING AND BESIDE GIVING THEM MORE THEN CANADIANS GETS - THEY-THE ILLEGALS AFTER GETTING THE MONEY GOES TO THE FOOD BANKS TO TAKE THE FOOD THAT WAS MEANT FOR THE STARVING = EVERY REAL CANADIAN KNOW WHATS GOING ON AND SO DOES THE DICTATOR WHO BROUGHT THEM IN
Combines false claims about immigrants receiving more benefits than citizens with conspiracy-like accusations against government leadership.
frank35341
Jan 19, 2026
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of …
There is Two Indian Metropolis. Brampton in the east and Surrey in the West.
2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of the population is white. They project that nearly 70% of Surreys population would be Indian by 2030. But by golly keep them away from a Big rig because they cannot drive them and give all Truckers a bad name.
Presents specific demographic projections (70% Indian by 2030) without evidence and makes a stereotypical claim about Indian truck drivers, combining unverified statistics with identity-based generalizations.
thegreatcanadianlumberjack5307
Oct 26, 2025
1 in 4 people in india have worked at a scam call agency or a similar scam job look it up
1 in 4 people in india have worked at a scam call agency or a similar scam job look it up
Presents a specific factual claim ('1 in 4 people in India have worked at scam call agencies') without evidence, fitting the unverified_claim category.
Unverified Claim
0.85
Eijimiji
Oct 10, 2025
I know where there is a bunch of illegals in PEI
I know where there is a bunch of illegals in PEI
Makes an unsubstantiated factual claim about illegal immigrants in PEI without providing evidence.
Unverified Claim
0.85
beekeeperbrad6251
Nov 1, 2025
Cannada imported uneducated fake document indians who cant speak english 😅 i am indian btw
Cannada imported uneducated fake document indians who cant speak english 😅 i am indian btw
Makes a sweeping factual claim about Indian immigrants being uneducated with fake documents and poor English without evidence, combined with identity assertion through self-identification.
RRH824
Oct 31, 2025
Why Canada does not admit, the border is out of control from Canada to USA. Not even one percent trucks are physically checked. Canada thrives on Illegal aliens for vote bank. Governor Trudeau is doing …
Why Canada does not admit, the border is out of control from Canada to USA. Not even one percent trucks are physically checked. Canada thrives on Illegal aliens for vote bank. Governor Trudeau is doing a terrible job for Canada.
Makes specific factual claims about border control, truck inspections, and immigration without evidence, combined with policy criticism.
@harry-hq3xq
Mar 4, 2025
About ten years ago someone said that Canada had become the septic tank of the world. Shit from all over the world flows into Canada.
About ten years ago someone said that Canada had become the septic tank of the world. Shit from all over the world flows into Canada.
Presents a dehumanizing characterization of immigrants as 'shit' without evidence, functioning as an inflammatory unverified claim with xenophobic framing.
ananke2104
Nov 3, 2025
these so called millions of fake indian asylum seekers are anti -india too ..canading governement has screwed up canada ..with illegal migrants , fake students etc ..not india's fault
these so called millions of fake indian asylum seekers are anti -india too ..canading governement has screwed up canada ..with illegal migrants , fake students etc ..not india's fault
Makes specific factual claims about 'millions of fake Indian asylum seekers' without evidence, combined with criticism of government handling and identity-based framing.
chessGM2900
Oct 27, 2025
79k .indian. fraud student just a fraction of million. Fraud student visas.indian are scammers.they are just hiding in diff remote places.in canada.
79k .indian. fraud student just a fraction of million. Fraud student visas.indian are scammers.they are just hiding in diff remote places.in canada.
Makes specific factual claims about Indian student visa fraud and criminal behavior without evidence, presenting stereotypes as fact.
perlagalagala3869
Nov 3, 2025
The premier of Ontario has also indicated he will cut off electricity to the NE USA.
The premier of Ontario has also indicated he will cut off electricity to the NE USA.
Makes a specific factual claim about Ontario's premier threatening to cut electricity to the NE USA without evidence or context.
Unverified Claim
0.85
@paulmcivor9994
Mar 4, 2025
Oh yeah this guy is definitely owned by ((()))
Oh yeah this guy is definitely owned by ((()))
Uses antisemitic dog-whistle notation '((())) to assert an unsubstantiated conspiracy claim about the PM being controlled by external forces.
Unverified Claim
0.85
@billcypher1694
Mar 4, 2025
CANADA Allowed CRIMINAL ILLEGALS INTO AMERICA.
CANADA Allowed CRIMINAL ILLEGALS INTO AMERICA.
Makes a specific factual claim without evidence that Canada allowed criminals into America, framed as an accusation.
@tonyvalle794
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)