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
Stop playing with words. When you say IMMIGRANTS, you really MEAN INDIANS.
Stop playing with words. When you say IMMIGRANTS, you really MEAN INDIANS.
Makes an unsubstantiated factual claim that 'immigrants' is coded language for a specific ethnic group without evidence.
USA-CANADA1480
Aug 26, 2025
The globalists are to blame for destroying the West. I hope Tyler does a video on them soon.
The globalists are to blame for destroying the West. I hope Tyler does a video on them soon.
Invokes conspiracy theory about 'globalists' destroying the West and requests video coverage, combining false framing with action request.
nathanchalmers9857
Jan 27, 2026
Most of them aren't actually Indians, they're Pakistani
Most of them aren't actually Indians, they're Pakistani
Makes a categorical claim distinguishing between ethnic groups without evidence, potentially spreading false generalizations about immigrant populations.
dannybohyhere
Feb 7, 2026
Everybody know why , they working for gov. and don't know why and where they are? They are everywhere! From coffee shop to truck drivers…
Everybody know why , they working for gov. and don't know why and where they are? They are everywhere! From coffee shop to truck drivers…
Asserts unsubstantiated claims about immigrants working for government and being 'everywhere' in various occupations, combining conspiracy thinking with demographic anxiety.
matrix-3344
Sep 30, 2025
Most head hunters are also Indian based. 71% of H1-B visa holders are from India, only 1% Canadian and even these ones have many from Indian background.
Most head hunters are also Indian based. 71% of H1-B visa holders are from India, only 1% Canadian and even these ones have many from Indian background.
Presents specific statistical claims (71% H1-B, 1% Canadian) without evidence to support an argument about labor market dominance by Indian workers.
morganone9711
Oct 4, 2025
Canada is going to be the new location for scam call centers.
Canada is going to be the new location for scam call centers.
Makes an unsubstantiated claim linking immigration to criminal activity (scam centers), spreading false association.
DarthMetal84
Jan 27, 2026
If we didn’t before do we now believe Trump is a Russian asset? Seems like it for sure the past few days.
If we didn’t before do we now believe Trump is a Russian asset? Seems like it for sure the past few days.
Presents a specific factual claim that Trump is a Russian asset without evidence, framed as a conspiracy theory based on recent actions.
Unverified Claim
0.79
@beingreen32
Mar 4, 2025
It’s an authorised way to re populate by deception
It’s an authorised way to re populate by deception
Makes an unsubstantiated factual claim that immigration policy is a deceptive repopulation scheme without evidence.
MichaelWills-u2w
Oct 3, 2025
north Indians from Punjab and Delhi assimilate a lot. They are known in India to be very aggresive and unkind types
north Indians from Punjab and Delhi assimilate a lot. They are known in India to be very aggresive and unkind types
Makes a generalized claim about regional Indian populations being 'aggressive and unkind' presented as fact without evidence, combining stereotyping with ethnic characterization.
TruthSeeking007
Oct 2, 2025
Trudeau looked the other way while China was bringing in fentanyl into their ports. They were caught only inspecting 1% and China paid them not to look.
Trudeau looked the other way while China was bringing in fentanyl into their ports. They were caught only inspecting 1% and China paid them not to look.
Makes specific factual allegations (1% inspection rate, bribery) without evidence, combined with criticism of government oversight.
@kenndjohnson
Mar 4, 2025
all the immigrants that left there country to get away from certin stuff are going to start acting like there old selves no jobs crime
all the immigrants that left there country to get away from certin stuff are going to start acting like there old selves no jobs crime
Makes unfounded claim that immigrants will revert to criminal behavior and joblessness, presented as inevitable outcome.
hailemvlog
Aug 27, 2025
Thank you to the 49% who VOTED for Putin to destroy America. The Manchurian candidate did his job.
Thank you to the 49% who VOTED for Putin to destroy America. The Manchurian candidate did his job.
Makes unsubstantiated claims about Trump being a 'Manchurian candidate' controlled by Putin and attributing US destruction to voters.
@alisongrable7209
Mar 4, 2025
Trump is a Putin puppet and Musk is a russian asset
Trump is a Putin puppet and Musk is a russian asset
Makes specific factual claims about Trump-Putin and Musk-Russia connections without evidence, presenting them as established fact.
@podaly
Mar 4, 2025
No such thing as "racism"
No such thing as "racism"
Makes a blanket denial of racism as a concept, a demonstrably false claim that contradicts documented social phenomena.
engladsjbanan5750
Jan 27, 2026
Trump did this so he could say he did it, then take credit for your Canadian efforts for reducing illegal drug trafficking that led up to the numbers quoted in Trudeau speech. Trump is fake …
Trump did this so he could say he did it, then take credit for your Canadian efforts for reducing illegal drug trafficking that led up to the numbers quoted in Trudeau speech. Trump is fake President….a wolf in black sheep wool.
Makes specific factual claims about Trump's motivations and credit-taking without evidence, while critiquing his authenticity.
@nittneylion84
Mar 4, 2025
When the Indian lady who’s been here some time started talking about not robbing liquor stores, I was expecting no you to edit in footage of the assholes openly robbing LCBO in the middle of …
When the Indian lady who’s been here some time started talking about not robbing liquor stores, I was expecting no you to edit in footage of the assholes openly robbing LCBO in the middle of the day, just walking away with $1000 of liquor (obviously from one area of the world) 😢
Makes vague claim about robberies being from 'one area of the world' (implying ethnic criminality) without specific evidence, expressing crime-related threat narrative.
g.r.2985
Sep 19, 2025
We two friends fighting is exactly what our enemies want to see. Therein lies the exact objective. Trump is a foreign agent of an adversary nation.
We two friends fighting is exactly what our enemies want to see. Therein lies the exact objective. Trump is a foreign agent of an adversary nation.
Makes an unsubstantiated claim that Trump is a 'foreign agent of an adversary nation' without evidence.
@jrvaldez1974
Mar 4, 2025
CRIMINALS RUNNING EVERY ASPECT OF CANADIAN GOVERNMENT…💩👎
CRIMINALS RUNNING EVERY ASPECT OF CANADIAN GOVERNMENT…💩👎
Makes sweeping unsubstantiated claim that criminals control Canadian government institutions.
alphonsemcgillis655
Sep 28, 2025
Indian HRs only hire Indians!!! That is the reality. You do not believe me?, you think I am exaggerating? Just check how many Indian international students are working in the security industry and the majority …
Indian HRs only hire Indians!!! That is the reality. You do not believe me?, you think I am exaggerating? Just check how many Indian international students are working in the security industry and the majority of them do not last because they take those jobs from Canadians while they find a job in their area of study to get the PR!!!! SO SICK OF THIS SITUATION!!!
Makes specific factual claims about hiring discrimination and employment patterns without evidence, framed as personal observation.
TORSA691008
Oct 3, 2025
He’s a dictator!!! Making your country fully vaxxed!!! ?
He’s a dictator!!! Making your country fully vaxxed!!! ?
Makes unsubstantiated claim that Trudeau forced full vaccination on Canada, framed as authoritarian policy.
@hgagliano1
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)