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
Search & Filter
Unverified Claim
3,221 comments
Canada has killed over 60,000 of their own citizens through the MAID program.
Canada has killed over 60,000 of their own citizens through the MAID program.
Presents a specific factual claim about MAID program deaths without evidence, functioning as an alarmist assertion.
@justamama0681
Mar 4, 2025
Trump is a Russian asset.
Trump is a Russian asset.
Makes a specific factual assertion (Trump is a Russian asset) without evidence or substantiation.
Unverified Claim
0.85
@charlesallen1551
Mar 4, 2025
Missgendering someone in Canada can get you arrested. Canada is one step away from being communism.
Missgendering someone in Canada can get you arrested. Canada is one step away from being communism.
Makes a specific factual claim about arrest for misgendering without evidence, then frames Canada as approaching authoritarianism.
@DiscoBoogieNJ
Mar 4, 2025
And 0 will go home.
And 0 will go home.
Makes a specific factual claim (zero deportations) without evidence, suggesting government inaction.
Unverified Claim
0.85
scottyoung9365
Jan 15, 2026
Hello Trudeau, We all know that Canadian government knew about fentanyl but was letting it flown into the US.
Hello Trudeau, We all know that Canadian government knew about fentanyl but was letting it flown into the US.
Presents specific factual allegation (Canadian government knowingly allowed fentanyl trafficking) without evidence as accusation.
@SadW99
Mar 4, 2025
Not so pity about the Fentanyl Canada is sending to the USA and killing millions. Now you get what you deserve and be quiet or else.. fix the border canac
Not so pity about the Fentanyl Canada is sending to the USA and killing millions. Now you get what you deserve and be quiet or else.. fix the border canac
Makes an unverified claim that Canada is sending fentanyl to the USA, framed as a factual assertion without evidence.
@ab687
Mar 4, 2025
Theres already 5 or 6 million with expired paperwork
Theres already 5 or 6 million with expired paperwork
Presents a specific numerical claim (5-6 million with expired paperwork) without evidence or source.
Unverified Claim
0.85
Mike-y9l2m
Jan 15, 2026
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
Trump is the EMEMY WITHIN. DESTROYING THE UNITED STATES OF AMERICA FROM THE INSDE. \n49 YEARS AGO RUSSIA CREATED A PLAN TO GET A MAN INTO THE WHITEHOUSE TO DIVIDE AND DESTROY THE UNITED STATES …
Trump is the EMEMY WITHIN. DESTROYING THE UNITED STATES OF AMERICA FROM THE INSDE. \n49 YEARS AGO RUSSIA CREATED A PLAN TO GET A MAN INTO THE WHITEHOUSE TO DIVIDE AND DESTROY THE UNITED STATES FROM WITHIN. RUSSIAS PLAN WORKED. RUSSIA FOUND THEIR MAN. THE ENTIRE WORLD KNOWS EXACTLY WHO THAT MAN IS.\nA SHOWBIZ LYING COWARD CON MAN CALLED DONALD TRUMP.
Presents a specific conspiratorial claim about a 49-year-old Russian plan to infiltrate the US presidency, presented as established fact without evidence.
@fryrospyro8797
Mar 4, 2025
The Canadian government is backed by China, folks. They took a great hold on the Canadian government back in COVID times.
The Canadian government is backed by China, folks. They took a great hold on the Canadian government back in COVID times.
Makes unsubstantiated claim that Chinese government controls Canadian government without evidence.
@grantchoitz1420
Mar 4, 2025
According to the United Nations, Canada is the world's largest producer of ecstasy and methamphetamines.
According to the United Nations, Canada is the world's largest producer of ecstasy and methamphetamines.
Presents a specific factual claim about Canada's drug production attributed to the UN without evidence, likely fabricated.
Unverified Claim
0.85
@dave3660
Mar 4, 2025
Trudeau lied. He called Trump a smart guy
Trudeau lied. He called Trump a smart guy
Makes a specific factual claim about Trudeau's statements without evidence, presented as contradiction.
Unverified Claim
0.85
@malachi_perry
Mar 4, 2025
I can GUARANTEE that MAGA will go for petty ad hominem attacks, and lies. \n\nLess than ONE PERCENT OF FENTANYL IN THE US COMES FROM CANADA. \n\nLess than 1%. \n\nIt’s YOUR country that’s wrecked. Take …
I can GUARANTEE that MAGA will go for petty ad hominem attacks, and lies. \n\nLess than ONE PERCENT OF FENTANYL IN THE US COMES FROM CANADA. \n\nLess than 1%. \n\nIt’s YOUR country that’s wrecked. Take some responsibility.
Presents specific factual claim about fentanyl percentages without evidence, while comparing US and Canada responsibility.
@AlexandarSterling
Mar 4, 2025
all 2.9 million of them will stay without proper papers, thanks to the liberals
all 2.9 million of them will stay without proper papers, thanks to the liberals
Makes a specific factual claim about 2.9 million undocumented immigrants without evidence, combined with criticism of Liberal policy.
WeTheNorthRaptors
Jan 16, 2026
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
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
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
This is happening all over California. Especially if Fresno. There are thousands from Punjab and haryana. They are the worst drivers. They’re always on the phone. They can get a California state I’d and drivers …
This is happening all over California. Especially if Fresno. There are thousands from Punjab and haryana. They are the worst drivers. They’re always on the phone. They can get a California state I’d and drivers license with only providing one name. Most of the I.d.s will actually say “no first name” or “no name given”where first or last name goes but will have just one name on i.d.
Makes unverified claims about driver behavior and ID documentation practices while stereotyping a specific ethnic group, combining false assertions with demographic anxiety.
kp905
Jan 27, 2026
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
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)