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
Most Indians have immigrated legally. “As American Renaissance contributor Gregory Hood writes, making ‘race the defining difference’ is the ‘precursor to the formation of an ethnostate, the great dream of the White Republic.’” -- “Proud …
Most Indians have immigrated legally.
“As American Renaissance contributor Gregory Hood writes, making ‘race the defining difference’ is the ‘precursor to the formation of an ethnostate, the great dream of the White Republic.’”
-- “Proud Boys and the White Ethnostate” by Alexandra Minna Stern (2019).
Opens with an unverified factual claim about Indian immigration legality, then pivots to identity-based framing about ethnostates and racial dominance.
AshokeDasgupta
Sep 20, 2025
sikhs dont eat cow poo like the hindus do.
sikhs dont eat cow poo like the hindus do.
Makes a derogatory factual claim about Hindu practices without evidence, framed as comparative identity distinction.
jannahreminders4310
Jan 27, 2026
Trump’s destroying the free world’s economies just as Putin had ordered.
Trump’s destroying the free world’s economies just as Putin had ordered.
Makes an unsubstantiated claim about Trump following Putin's orders to destroy economies, combining conspiracy-like assertion with threat framing.
@billyrubin3108
Mar 4, 2025
Canada is the only country without these measures. That’s why we have all sorts of trash in Canada now.
Canada is the only country without these measures. That’s why we have all sorts of trash in Canada now.
Makes a specific factual claim ('Canada is the only country without these measures') without evidence, linking it to negative outcomes.
soundscare
Dec 9, 2025
He will backtrack in under 1 month.
He will backtrack in under 1 month.
Commenter makes a specific predictive claim without evidence that Trudeau will reverse his position within one month.
@brandiesodensaint-claire5792
Mar 4, 2025
Its all GLOBALIST rhetoric... propaganda.. all of it! Thought this dufus criminal stepped down?
Its all GLOBALIST rhetoric... propaganda.. all of it! Thought this dufus criminal stepped down?
Makes unsubstantiated claims about globalist conspiracy and propaganda without evidence, combined with name-calling.
@robd5257
Mar 4, 2025
Canadian deal with 18 taxation + theres actually a tax charge for rain water even god is being taxed by Canadian government no one can escape the tax man thats not including sneaking up on …
Canadian deal with 18 taxation + theres actually a tax charge for rain water even god is being taxed by Canadian government no one can escape the tax man thats not including sneaking up on peoples personal accounts and asking for tax for money in the account.
Makes multiple specific factual claims about Canadian taxation (rainwater tax, account monitoring) presented without evidence.
@rimoxbrikha6558
Mar 4, 2025
Heads Up! Elon Musk's mother was Canadian. Why does the president push for the 51st state? Goldwater ran against Johnson for president and because he was born in Arizona when it was a territory, eventually …
Heads Up! Elon Musk's mother was Canadian. Why does the president push for the 51st state? Goldwater ran against Johnson for president and because he was born in Arizona when it was a territory, eventually to become a state, The commentators said Goldwater could become president. So, if the USA were to make Canada the 51st state . . . Elon Musk could become president. Reality Check X.
Presents a speculative conspiracy theory linking Elon Musk's eligibility to become US president if Canada became the 51st state, without evidence, while comparing constitutional scenarios across countries.
@dogsinolga
Mar 4, 2025
There are more Muslim in canada than Indians.
There are more Muslim in canada than Indians.
Specific factual assertion about religious demographic composition without evidence or source.
Unverified Claim
0.75
BrutCanada
Sep 19, 2025
They are all in Surrey, Abbotsford and Vancouver.
They are all in Surrey, Abbotsford and Vancouver.
Asserts a specific geographic concentration claim about immigrants without supporting evidence or context.
Unverified Claim
0.75
mitchellyardanoff4666
Dec 7, 2025
On a recent holiday I was told that some of canada's drug running now is by some on these new people who only want to get rich fast.
On a recent holiday I was told that some of canada's drug running now is by some on these new people who only want to get rich fast.
Makes an unsubstantiated claim about new immigrants being involved in drug trafficking without evidence.
tangocharlie02
Sep 20, 2025
Most canadians dont even like this guy
Most canadians dont even like this guy
Makes a factual assertion about Canadian public opinion without providing evidence or source.
Unverified Claim
0.75
@amattson6578
Mar 4, 2025
And why his father did nothing when a Khalistani bombed Air India flight in Canada killing majority of Canadians?
And why his father did nothing when a Khalistani bombed Air India flight in Canada killing majority of Canadians?
Makes a specific factual claim about a historical event (Air India bombing) and attributes inaction to a political figure without evidence.
@amitdhanpat
Mar 4, 2025
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a …
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a takeover of Canada with the assistance of quisling politicians. The very ones he votes for by-the-way. Kali is funded by rich Indian billionaires. End-game 2100. When Canada be little more than offshore state of India. Well recently his son was laid off from his job. Replaced by a lower paid Indian worker as prophesied would gradually happen to native workers by whoever outed Project Kali four decades back. Low & behold his lad is now looking to move overseas. Surprise, surprise. My mate has become a big believer in Project Kali. Now even wants an Alberta free of Ottawa.
Presents a conspiracy theory ('Project Kali') about Indian orchestration of Canadian takeover, mixing satire with demographic anxiety.
underwatergoatwithflippers
Sep 20, 2025
We can do our own taxes .It’s all about control
We can do our own taxes .It’s all about control
Presents unsubstantiated claim that tax policy is about government control rather than legitimate revenue collection.
Unverified Claim
0.75
daisytapp4622
Jan 6, 2026
And why his father did nothing when a Khalistani bombed Air India flight in Canada killing majority of Canadians?
And why his father did nothing when a Khalistani bombed Air India flight in Canada killing majority of Canadians?
Repeats the same unverified claim about Air India bombing and alleged inaction by a political figure.
@amitdhanpat
Mar 4, 2025
He works for Putin.. the traitor is totally compromised
He works for Putin.. the traitor is totally compromised
Makes a specific factual claim ('He works for Putin') without evidence, presented as conspiracy-like assertion about political compromise.
@TelemakUlysses31
Mar 4, 2025
The administrative people that are approving these applications are from India too. I am a canadian business man that tried 2 times to bring a visitor over from another country on a visit . Was …
The administrative people that are approving these applications are from India too. I am a canadian business man that tried 2 times to bring a visitor over from another country on a visit . Was declined 2 times and at the bottom of the rejection letter was signed by somone from india
Makes specific factual claim about immigration officials being from India without evidence, combined with personal anecdote about visa rejection.
davehallinan6334
Nov 24, 2025
Canada a safe house for criminals on run from law across the world
Canada a safe house for criminals on run from law across the world
Makes an unsubstantiated claim that Canada harbors international criminals, combining fear-mongering with unsupported assertion.
@itz_killed6652
Mar 4, 2025
Trump just wants our resources. It never had anything to do with border security. It has been all BS since day one.
Trump just wants our resources. It never had anything to do with border security. It has been all BS since day one.
Makes an unsubstantiated claim about Trump's true motivations while comparing US and Canadian positions.
@scress23
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)