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
If Muslims take over Canada.... Won't it become a shit hole country?! I think so. Whites have no culture? Too funny.
If Muslims take over Canada.... Won't it become a shit hole country?! I think so.
Whites have no culture? Too funny.
Expresses demographic anxiety about Muslim majority scenario leading to national decline, combined with identity-based claims about culture.
bradjohnhopwood5853
Aug 29, 2025
Americans: from what I see so far, this president has a vendetta against the American government becuase he was indicted on so many counts. I see a man with a vengence who wants to destroy …
Americans: from what I see so far, this president has a vendetta against the American government becuase he was indicted on so many counts. I see a man with a vengence who wants to destroy America. Be aware of this man. He is up to no good.
Expresses alarm about Trump's intentions to harm America, framed as a warning about dangerous leadership.
@khaldmohammad1833
Mar 4, 2025
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and …
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and safety, our system laughed, took our money, religous beliefs, living spaces, and jobs to people to hate us.
Expresses security concerns and demographic anxiety, claiming Canadians were silenced and lost resources/jobs/safety to immigrants portrayed as hostile.
BattleHungryLlama
Aug 26, 2025
Trump will escalate the situation even more! You guys didn’t understand, he wants to make Canada a mere state of US. This is part of a plan!
Trump will escalate the situation even more! You guys didn’t understand, he wants to make Canada a mere state of US. This is part of a plan!
Expresses threat perception about Trump's territorial ambitions toward Canada, framed as part of an unsubstantiated plan.
@leospeaking
Mar 4, 2025
Country they lived in was a shit hole ( he is referring India) , now turning Canada into shit hole. Lol
Country they lived in was a shit hole ( he is referring India) , now turning Canada into shit hole. Lol
Compares India negatively to Canada while expressing anxiety that immigrants are degrading Canada's quality, combining comparative framing with alarmism.
MullBatoora-kf6cj
Sep 19, 2025
Hehe .. w every generation , population will x2 .. x 4 .. oops. Indira Gandhi tried .. oops. God knows she TRIED. China .. govt limits 1 child per family .. or it'll be …
Hehe .. w every generation , population will x2 .. x 4 .. oops. Indira Gandhi tried .. oops. God knows she TRIED.
China .. govt limits 1 child per family .. or it'll be the same story. Not enuf food to feed the masses. The land cannot contain them.
Scary ..
Expresses demographic anxiety about population growth and resource scarcity, comparing India and China's situations.
HelenN-v8o
Sep 19, 2025
There ain't a white employee in any Tim Horton's, brother
There ain't a white employee in any Tim Horton's, brother
Observational claim framed as demographic concern about absence of white employees, implying cultural displacement threat.
codnxt
Jan 29, 2026
These people will start demanding a separate nation in a few decades
These people will start demanding a separate nation in a few decades
Expresses demographic anxiety about future separatism, framing immigration as an existential threat to national unity.
luqman4426
Sep 20, 2025
3:25 is exactly what I've been saying for @$#%in years! Service their own AND promote their OWN! cs --> managers --> board of directors. This carries through everything: RCMP, Politicians, Immigration, etc. It's too late …
3:25 is exactly what I've been saying for @$#%in years!
Service their own AND promote their OWN! cs --> managers --> board of directors. This carries through everything: RCMP, Politicians, Immigration, etc.
It's too late now, nothing can stop this. Canada is cooked!
Expresses alarm about alleged systemic favoritism and in-group promotion across institutions, culminating in apocalyptic framing ('Canada is cooked') combining conspiracy-like claims with demographic anxiety.
arya_jahan98
Oct 4, 2025
It wasn't long ago when simply talking about the Indian invasion in Canada would get you silenced. Thanks Tyler!
It wasn't long ago when simply talking about the Indian invasion in Canada would get you silenced. Thanks Tyler!
Frames immigration as an 'invasion' and expresses concern about censorship, combining demographic anxiety with claims of suppressed speech.
maxdragon15
Jan 27, 2026
In my corner of my million+ city, I’m SHOCKED 😮 when I see a white person, or “normal, legal, safe” driving knowledge and abilities
In my corner of my million+ city, I’m SHOCKED 😮 when I see a white person, or “normal, legal, safe” driving knowledge and abilities
Expresses shock and demographic anxiety about the rarity of white people and 'normal' drivers in the commenter's city.
nemesis851_
Feb 27, 2026
Canada is teemed with Indian and the native have to keep moving to countrysides
Canada is teemed with Indian and the native have to keep moving to countrysides
Expresses demographic anxiety about Indian immigration displacing native Canadians from urban centers.
mrtrue9635
Oct 2, 2025
Come to bc Surrey. So many extortion shootings going on from India. Throwing trash everywhere.
Come to bc Surrey. So many extortion shootings going on from India. Throwing trash everywhere.
Reports violent crime and environmental complaints in Surrey, attributing them to Indian immigrants and framing as a security/quality-of-life threat.
BrothaJeff
Jan 28, 2026
This is the great replacement of a people, culture, traditions, history and faith. Canadian politicians are treasonous
This is the great replacement of a people, culture, traditions, history and faith. Canadian politicians are treasonous
The comment invokes 'great replacement' conspiracy theory, framing immigration as existential threat to Canadian culture, people, and identity.
JimH-c4j
Jan 27, 2026
And we question why President Trump is being so hard on Canada. We are a huge security threat. And it’s getting worse. Thanks Liberals.
And we question why President Trump is being so hard on Canada. We are a huge security threat. And it’s getting worse. Thanks Liberals.
Expresses security threat anxiety about Canada's immigration policies while comparing to Trump's stance and blaming Liberal government.
240sport9
Feb 27, 2026
Now the liberals want to fastrack skilled immigrant pilots to fly our fighter jets ! That’s what happens when you do nothing with our military except tampons in the men’s bathrooms ! Can you wear …
Now the liberals want to fastrack skilled immigrant pilots to fly our fighter jets ! That’s what happens when you do nothing with our military except tampons in the men’s bathrooms ! Can you wear a turban under a fighter jet helmet ?
Expresses security concerns about immigrant pilots in military roles and uses religious/cultural markers (turbans) as a threat indicator.
Marvin-fn7ks
Feb 28, 2026
Brampton used to be the lovely city. Mow is just garbage
Brampton used to be the lovely city. Mow is just garbage
Expression of nostalgia and decline narrative, attributing negative change to demographic shifts in the city.
DropDeckTrucker
Sep 20, 2025
So in other words Canada will continue to decline in everything except crime
So in other words Canada will continue to decline in everything except crime
Predicts comprehensive national decline across all metrics except crime, expressing systemic anxiety.
ronsmith-ho5bh
Jan 21, 2026
The Liberal master plan is turning Canada into Canadastan
The Liberal master plan is turning Canada into Canadastan
Conspiracy-style claim about deliberate transformation of Canada through immigration policy.
blah4042
Feb 27, 2026
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority …
The only way Canada can be saved is to become the 51st state. Canadas population is just too small to keep up with the current amount of immigrants to not have them be the majority population within the next couple generations.
Expresses demographic anxiety about immigration creating majority populations, proposing radical political solution while framing Canada as unable to sustain itself.
waynecaudle2204
Feb 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)