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
I asked AI it said 6% but here you say its 60%
I asked AI it said 6% but here you say its 60%
Commenter cites conflicting statistics (6% vs 60%) without evidence, suggesting the video contains unverified claims about immigration figures.
kira991
Sep 19, 2025
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Presents a specific unsubstantiated claim about immigrants' motivations and refusal to identify as Canadian without providing evidence.
IanH-u8l
Sep 19, 2025
Only in last 30 years, more immigration happened in Canada than in last 200 years.
Only in last 30 years, more immigration happened in Canada than in last 200 years.
Presents a specific historical comparison claim without citation or evidence to support the assertion.
Unverified Claim
0.75
Achintyanath
Sep 19, 2025
Trudeau, who applauded the Ukrainian Nazi in parliament... In 1941-45, this Ukrainian Nazi slaughtered people like dogs. And now churches, parties, media, and the opposition are banned in Ukraine... People are being killed, businesses are …
Trudeau, who applauded the Ukrainian Nazi in parliament... In 1941-45, this Ukrainian Nazi slaughtered people like dogs. And now churches, parties, media, and the opposition are banned in Ukraine... People are being killed, businesses are being taken away... Ukrainians are being banned from leaving the country...
Commenter makes specific factual claims about Ukrainian history and current conditions without evidence, presenting them as established fact.
@АндрейКривонос-л3ф
Mar 4, 2025
J.T is still a Klaus schwuab WEF tyrant puppet no matter what his act is. stop licking boots people this guy would sell you for $100 in his pocket
J.T is still a Klaus schwuab WEF tyrant puppet no matter what his act is. stop licking boots people this guy would sell you for $100 in his pocket
Makes unfounded conspiracy claims about Trudeau being a WEF puppet without evidence, combined with dismissive rhetoric toward supporters.
@ericyee5365
Mar 4, 2025
A real leader needs to be prime minister. Not these satanic cabal clowns
A real leader needs to be prime minister. Not these satanic cabal clowns
Makes unsubstantiated conspiracy-like claims about government leadership without evidence.
WesZillich88
Aug 26, 2025
Think election fraud ?
Think election fraud ?
Raises unsubstantiated claim about election fraud in relation to immigration policy without evidence.
ClarkPhillips-g8k
Aug 26, 2025
Crime is out of control because of liberals. That’s the most simplest, direct and honest answer.
Crime is out of control because of liberals. That’s the most simplest, direct and honest answer.
Makes a specific causal claim linking crime to liberal policies without evidence, presented as factual assertion.
Jonsnow-u3f
Aug 26, 2025
Just look at your language no manners that’s why she can’t find the job
Just look at your language no manners that’s why she can’t find the job
Makes an unsubstantiated claim linking language/manners to employment discrimination, implying immigrants lack these qualities.
Hardam-lk8ht
Aug 25, 2025
USR= United states of Russia.
USR= United states of Russia.
Cryptic acronym asserting a conspiracy theory without evidence or explanation.
Unverified Claim
0.75
@safreen-insightidea7932
Mar 5, 2025
And yes they hire the immigrants instead of the actual locals
And yes they hire the immigrants instead of the actual locals
Asserts specific hiring preference for immigrants over locals without supporting evidence.
ancacox8886
Aug 25, 2025
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
Presents a specific numerical claim about migration numbers without evidence and implies negative consequences without substantiation.
madjoe8622
Aug 25, 2025
For some yet to be explained reason, the entire western world is doing the exact same thing. Its intentional civilizational suicide.
For some yet to be explained reason, the entire western world is doing the exact same thing. Its intentional civilizational suicide.
Makes a conspiracy-theory claim that Western nations are coordinating 'civilizational suicide' through immigration without evidence.
mclager88
Jun 20, 2025
European women don't have babies.
European women don't have babies.
Makes a generalized factual claim about European women's reproductive behavior without evidence, implying demographic threat.
troump-the-pervrt-peeg
Jun 17, 2025
Too many immigrants living in Canada on expired student visas
Too many immigrants living in Canada on expired student visas
Makes a specific factual claim about expired student visas without providing evidence or context.
chadmk.1681
Apr 16, 2025
This kaitlin person is an activist. Her primary job is to divide america. Shes a traitor and should be arrested
This kaitlin person is an activist. Her primary job is to divide america. Shes a traitor and should be arrested
Makes unsubstantiated claims about a person's role and intentions ('primary job is to divide'), combined with alarmist language about arrest.
@Wuggieee
Mar 6, 2025
Nobody is leaving canada.
Nobody is leaving canada.
Makes a specific factual assertion ('nobody is leaving Canada') without evidence, contradicting the video's premise.
Unverified Claim
0.75
blindsurfer7446
Apr 15, 2025
PM Trudeau is no longer the PM of Canada 4.13.25
PM Trudeau is no longer the PM of Canada 4.13.25
Makes a specific factual claim about PM Trudeau's status without evidence, presented as a statement of fact.
KJ-db7pt
Apr 14, 2025
Us been played by Israel not Russia ???
Us been played by Israel not Russia ???
Presents a specific geopolitical claim (US manipulated by Israel, not Russia) as fact without supporting evidence.
@ericfartman1663
Mar 5, 2025
Just to be clear, these are the tariffs Canada has imposed on the USA for years: Milk: 270% Cheese: 245% Butter: 298% Chicken: 238% Sausages: 69.9% Barley seed: 57-57.8% Copper: 48% Aluminum: 45% Steel: 25% …
Just to be clear, these are the tariffs Canada has imposed on the USA for years: Milk: 270% Cheese: 245% Butter: 298% Chicken: 238% Sausages: 69.9% Barley seed: 57-57.8% Copper: 48% Aluminum: 45% Steel: 25% Cars: 45% TVs: 45% Eggs: 163% Wheat: 94% Bovine/Meat: 26.5% Source : Global Affairs Canada\n\nTaken off another thread
The comment presents specific tariff percentages as factual claims with a source citation, but lacks verification and appears designed to counter the narrative with disputed statistics.
@garethmckerrell6888
Mar 5, 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)