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
the smuggling operation is insane. they can scam u so easily too Jesus
the smuggling operation is insane. they can scam u so easily too Jesus
Makes specific claims about smuggling operations and scams without evidence, presenting them as established facts.
adamispahany3698
Jan 27, 2026
WEF "cultural enrichment"
WEF "cultural enrichment"
References WEF conspiracy theory about 'cultural enrichment' as a hidden agenda without evidence.
dev9614
Jan 27, 2026
I’ve worked in a khalastian separatists leaders home in Windsor Ontario. They now run the only tunnel bus connecting Windsor to Detroit under their “trucking and logistics” company
I’ve worked in a khalastian separatists leaders home in Windsor Ontario. They now run the only tunnel bus connecting Windsor to Detroit under their “trucking and logistics” company
Presents a specific factual claim about Khalistan separatists controlling border infrastructure without evidence, framed as personal experience.
QuinnDonaldson
Jan 27, 2026
USA CIA should pay the punjabis to incite a revolution in Brampton
USA CIA should pay the punjabis to incite a revolution in Brampton
Makes an unsubstantiated conspiratorial claim about CIA involvement in inciting revolution, presenting fabricated geopolitical narrative.
davidkosman9179
Jan 27, 2026
Thanks to justin and mark carney!!! 2030 agenda
Thanks to justin and mark carney!!! 2030 agenda
Makes conspiratorial claims linking Trudeau and Mark Carney to the UN's 2030 Agenda without substantiation.
ShitboxNation
Jan 27, 2026
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other …
No immigrant will ever consider Canada as their home and the government needs to sync that in. People come here for papers and education to leave the country and live as a Canadian in other countries. This is F facts.
Makes a sweeping factual claim about immigrant motivations ('no immigrant will ever consider Canada home') presented without evidence, framed as absolute truth.
n2r4t
Jan 19, 2026
All these immigrants came to Canada temporarily. They came here, made their money, now it's time to leave.
All these immigrants came to Canada temporarily. They came here, made their money, now it's time to leave.
Presents unsubstantiated factual claim that all immigrants came temporarily with intent to leave, without evidence.
mikemd3979
Jan 18, 2026
Trudeau allowed millions of Indians in and fast tracked them
Trudeau allowed millions of Indians in and fast tracked them
Makes a specific factual claim about Trudeau fast-tracking Indian immigration without evidence, presented as an assertion of fact.
mrbobo86
Jan 19, 2026
Yah and we know that they aren't going to leave 😂 This govt supports and funds crime.
Yah and we know that they aren't going to leave 😂
This govt supports and funds crime.
Makes unsubstantiated claims that immigrants won't leave and that government supports/funds crime without evidence.
snowguy471
Jan 15, 2026
Liberals adding more foreign voters.
Liberals adding more foreign voters.
Makes a specific factual claim about Liberals deliberately adding foreign voters without evidence, framed as partisan identity assertion.
dsmtsi
Jan 14, 2026
This, after years of inaction. Lots more came through in the night.
This, after years of inaction. Lots more came through in the night.
Makes a specific factual claim about unauthorized border crossings without evidence, presented as criticism of government inaction.
warrenfabian6681
Jan 5, 2026
How many vosas have already expired and those people ARE STILL IN CANADA?
How many vosas have already expired and those people ARE STILL IN CANADA?
Presents an unsubstantiated factual claim about expired visas and undocumented residents without evidence.
debjones5406
Jan 15, 2026
Great replacement is just a theory riiight!
Great replacement is just a theory riiight!
References the 'great replacement' conspiracy theory as if it were established fact, presented sarcastically but asserting the claim.
andreforget917
Jan 14, 2026
Did I see the auto rikshaw 😂😂😂😂 gosh. These Indians
Did I see the auto rikshaw 😂😂😂😂 gosh. These Indians
Uses stereotypical imagery (auto rickshaw) and mocking tone to demean Indian people under the guise of humor.
ivanswarovski4811
Jan 27, 2026
So this means we will have 2.9 illegals running around.
So this means we will have 2.9 illegals running around.
Makes a specific numerical claim about illegal immigrants without evidence, presented as a factual assertion.
Unverified Claim
0.75
ImOverThis2
Jan 15, 2026
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
Makes specific claim about Indian mass immigration filling trucking sector without evidence, framed as factual assertion.
TheChekan
Jan 14, 2026
Doing taxes for 1 millions canadians, its just practise. Soon it will be for everyone
Doing taxes for 1 millions canadians, its just practise. Soon it will be for everyone
Makes a specific factual claim about tax administration scaling to all Canadians without evidence, presented as an alarming prediction.
NSER164
Jan 15, 2026
The new rules are someone born in India can be considered a citizen for healthcare and education
The new rules are someone born in India can be considered a citizen for healthcare and education
Makes a specific factual claim about new citizenship rules without evidence or context.
Unverified Claim
0.75
johngalt3940
Jan 15, 2026
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
Fake college is came up by Canadians
Fake college is came up by Canadians
Comment makes a vague, unsubstantiated claim about fake colleges without evidence or context, appearing to be a conspiracy-like assertion.
Unverified Claim
0.75
user-iz2rm1kh8h
Jan 27, 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)