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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Fear / Threat
3,873 comments
Immigration has completely ruined the west. Disgraceful.
Immigration has completely ruined the west. Disgraceful.
Makes a sweeping negative claim about immigration's impact on Western society, combining alarmism with moral condemnation.
Astrohhh
Jan 27, 2026
So many in canada it annoyes me
So many in canada it annoyes me
Expresses demographic anxiety and annoyance at the presence of immigrants in Canada without elaboration.
7hunder693
Jan 27, 2026
Sydney is completely gone now too
Sydney is completely gone now too
Expresses demographic anxiety by claiming Sydney has been culturally 'lost' due to immigration, implying negative transformation.
Jellybeanz444
Jan 27, 2026
Watch out Canada or you will end up like the UK 😢
Watch out Canada or you will end up like the UK 😢
Expresses demographic anxiety about Canada's future by comparing it negatively to the UK, implying immigration-driven decline.
thewelshdragon.5979
Jan 27, 2026
I feel sorry for Canada😢
I feel sorry for Canada😢
Expression of sympathy framed as concern for Canada's wellbeing, implying immigration as a threat.
teddymiles1324
Jan 27, 2026
Indian invasion in new zealand to brother
Indian invasion in new zealand to brother
Uses militaristic language ('invasion') to describe immigration to New Zealand, expressing demographic alarm across multiple countries.
korz3430
Jan 27, 2026
Brampton is just down the road, and damn its disgusting there
Brampton is just down the road, and damn its disgusting there
Expresses disgust and alarm about a specific location associated with immigrant communities.
jacobmunn82
Jan 27, 2026
The West has a HUGE immigration PROBLEM!!
The West has a HUGE immigration PROBLEM!!
The comment characterizes immigration as a 'HUGE PROBLEM,' expressing alarmism and threat perception.
Fear / Threat
0.80
DeVill3007
Jan 27, 2026
The migrats must go!
The migrats must go!
Demands removal of migrants, expressing demographic anxiety and perceived threat.
HatsueFuruhashi
Jan 27, 2026
Thank god im moving away from Canuckistan soon!
Thank god im moving away from Canuckistan soon!
The commenter expresses dissatisfaction with Canada and plans to leave, using a derogatory term ('Canuckistan') that signals negative sentiment about the country's direction.
tallow9411
Jan 27, 2026
Some of the worst drivers out on the road and the littering is insane
Some of the worst drivers out on the road and the littering is insane
Makes negative generalizations about a group's driving and littering behavior, expressing concern about social problems.
shibalseki8818
Jan 27, 2026
England is the new Africa
England is the new Africa
Compares England to Africa in a way that implies demographic replacement and expresses anxiety about cultural change.
WHAMaTRON
Jan 27, 2026
It should be illegal for Indians to leave India
It should be illegal for Indians to leave India
Expresses restrictive sentiment toward emigration, framing it as a threat to national integrity.
mr.troopa3069
Jan 27, 2026
This makes Iselin NJ jealous. Though unlike Somalis, at least the Indians work...the scammers generally stay in India. But still, Canada is losing its culture. Only liberal Western nations allow this unchecked immigration.
This makes Iselin NJ jealous. Though unlike Somalis, at least the Indians work...the scammers generally stay in India. But still, Canada is losing its culture. Only liberal Western nations allow this unchecked immigration.
Expresses cultural loss anxiety and demographic concern while making comparative ethnic stereotypes and criticizing liberal immigration policy.
TheOldTapeArchive
Jan 27, 2026
Racism is becoming more and more valid.
Racism is becoming more and more valid.
Provocative statement normalizing racism as a response to immigration, expressing xenophobic sentiment.
EmmyFoder-t3h
Jan 27, 2026
It’s actually so bad here lmao
It’s actually so bad here lmao
First-person expression of distress about conditions in Canada, conveying concern or alarm about the situation.
Geemoneey
Jan 27, 2026
Tyler, They have had saber fights in the parking lot (iirc Sheridan College Davis campus). There's conflicts between hindus and sikhs every fucking diwali due to the khalistan bullshit. These indians love shooting fireworks up …
Tyler,
They have had saber fights in the parking lot (iirc Sheridan College Davis campus). There's conflicts between hindus and sikhs every fucking diwali due to the khalistan bullshit. These indians love shooting fireworks up until 3am, and disturb all the folks trying to sleep, and terrorize dogs kept outside. Diwali has gotten so bad one year, the city had to issue air pollution warnings due to the amount of fireworks. They've also found out some time ago that there was a basement where they had 30+ different individuals living there, packed like a can of sardines. The sikhs are absolute ass at driving, and they run the trucking industry. Accidents everywhere. Brampton has developed a real bad name over the years. Absolute shit city.
Detailed litany of alleged social problems attributed to Indian/Sikh immigrants, combining anecdotal evidence with demographic anxiety and ethnic stereotyping.
FrogInYourMouth
Jan 27, 2026
This is happening across ALL of Canada. 🇨🇦 🇮🇳
This is happening across ALL of Canada. 🇨🇦 🇮🇳
Expresses concern about widespread immigration across Canada with flag imagery suggesting demographic anxiety or alarmism.
kamwo183
Jan 27, 2026
From a guy having his hometown invaded, thank you Tyler for bringing this to a wider audience
From a guy having his hometown invaded, thank you Tyler for bringing this to a wider audience
First-person account framed as experiencing hometown invasion, expressing anxiety about demographic or cultural change.
holmesey2000
Jan 27, 2026
Oh this is just words. I do not believe any of it We are overpopulated and they are still coming in.
Oh this is just words. I do not believe any of it
We are overpopulated and they are still coming in.
Expresses demographic anxiety about overpopulation and skepticism toward government claims, framing immigration as a threat.
AverageJoe-vx5xs
Dec 28, 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)