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
They gotta go. Noone wants them here. It's brutual having to pretend we like them.
They gotta go. Noone wants them here. It's brutual having to pretend we like them.
Expresses exclusionary sentiment and demographic anxiety, claiming immigrants are unwanted and framing acceptance as forced pretense.
patricksblahg
Feb 24, 2026
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Uses alarmist language ('invading') to express demographic anxiety about multiple non-Western groups across multiple countries.
hdnotlost7314
Jan 27, 2026
how to fix the world, nuke india, nuke pakistan, jail every globalist
how to fix the world, nuke india, nuke pakistan, jail every globalist
Expresses extreme alarmism and violent rhetoric framed as a solution to perceived threats.
dontfearrr
Jan 27, 2026
When the globalist said they wanted a “one world order” this is how they’re doing it. They import people from all over the world to disrupt and disturb the common folk who created a system …
When the globalist said they wanted a “one world order” this is how they’re doing it. They import people from all over the world to disrupt and disturb the common folk who created a system that worked for them and is now being destroyed by the 3rd world.
Invokes conspiracy theory ('globalist one world order') to express demographic anxiety and threat perception about immigration disrupting established systems.
astro88girl
Jan 27, 2026
This is nothing!!! You should check out the Indian INVASION of Australia. Melbourne, Sydney, Perth is totally over run
This is nothing!!! You should check out the Indian INVASION of Australia. Melbourne, Sydney, Perth is totally over run
Uses alarmist language ('INVASION,' 'overrun') to express demographic anxiety about Indian immigration in Australia, with comparative framing to Canada.
theodoremetaxas1992
Jan 28, 2026
Give them enough time, they will populate the whole of Canada and rename it into india
Give them enough time, they will populate the whole of Canada and rename it into india
Expresses demographic anxiety and alarmism about Indian immigrants 'populating' Canada and renaming it, presenting a catastrophic scenario without evidence.
antondev8388
Oct 5, 2025
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, …
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, so we’re being replaced by people that actually enjoy having families not left-wing parasites as a Canadian, who was born here I regret that we have fallen, but it’s the reality western women don’t have kids anymore It’s all about them.
Expresses demographic replacement anxiety, framing immigration as a threat to Western family structures and national identity through alarmist language.
atreaunews6174
Oct 3, 2025
16:33 how do you listen to the "immigrant" say they will take over and you will have no choice, than say them wanting the country to change doesn't align with why they came here? They …
16:33 how do you listen to the "immigrant" say they will take over and you will have no choice, than say them wanting the country to change doesn't align with why they came here? They didn't come here to immigrate and join our country. They came to destroy our country. It is an invasion which we are paying them to undertake. They are conquering our nation without risking anything, and we are protecting them while they do it.
Expresses existential threat narrative characterizing immigration as invasion and conquest, with unsubstantiated claims about immigrant intentions to destroy the country.
DearlyDepartedDaz
Sep 10, 2025
Japan, take note. This could be you next.
Japan, take note. This could be you next.
Warns Japan about potential demographic displacement by comparing it to Canada's immigration situation, expressing demographic anxiety.
user9xiv4RV
Jan 28, 2026
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
Expresses desire for deportation of immigrants framed as 'trash' and 'burdens,' combining dehumanizing language with demographic threat perception.
BigHoneyDrip
Feb 19, 2026
Because they are turning canada in to a dangerous miserable 3rd word shit hole
Because they are turning canada in to a dangerous miserable 3rd word shit hole
Expresses anxiety about national decline and danger framed as caused by immigration.
PhilThomas-h7l
Aug 26, 2025
Crazy just like the UK with the Muslim invasion …
Crazy just like the UK with the Muslim invasion …
Uses inflammatory language ('invasion') to frame immigration as an existential threat, with identity-based framing.
TheDonTrump
Jan 27, 2026
I won't miss those new immigrants from south Asia. They completely change once clean cities. They post illegal advertising signs everywhere, on traffic lights bus shelters, at the sides of our streets. Who post on …
I won't miss those new immigrants from south Asia. They completely change once clean cities. They post illegal advertising signs everywhere, on traffic lights bus shelters, at the sides of our streets.
Who post on traffic light? meant to get attention of motorists.
They don't believe in obeying bylaws.
And city councilors do nothing about it .
Even police don't see the safety hazzard these signs, posted at traffic lights pose.
Expresses concerns about immigrants changing cities and creating safety hazards, combining demographic anxiety with threat perception.
CharlesClinton-bt6nl
Apr 16, 2025
UK, Ireland, ! Portugal all the same , riddled with immigrants. Destabilisation by design.
UK, Ireland, ! Portugal all the same , riddled with immigrants. Destabilisation by design.
Compares multiple countries as destabilized by immigration, using alarmist language about deliberate demographic manipulation.
Malschronic77
Jan 27, 2026
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own …
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own country - if not then integrate into Canada properly like with the UK and New Zealand and Australia and others and contribute better - Am I asking for too much??
Expresses alarm about rapid demographic change, characterizes immigrants negatively, and compares Canada unfavorably to other nations with integration demands.
onlineshopping4616
Jan 27, 2026
Jesus. Trump needs to go before he destroys america permanently.
Jesus. Trump needs to go before he destroys america permanently.
Expresses alarm about Trump causing permanent damage to America, framing his presidency as an existential threat.
@Jackson-pu7gd
Mar 4, 2025
I had love this very much but I am thinking about moving away even our highway and roads way have become very dangerous and these Indians are very dirty and nasty
I had love this very much but I am thinking about moving away even our highway and roads way have become very dangerous and these Indians are very dirty and nasty
Expresses safety concerns about highways/roads and uses dehumanizing language toward a specific ethnic group, framed as demographic threat.
SurajSingh-mi3hk
Sep 7, 2025
Come to Surrey, BC next. Major indian fatigue over here.
Come to Surrey, BC next. Major indian fatigue over here.
Expresses demographic anxiety and fatigue about Indian immigration, framing it as a negative phenomenon requiring attention.
billalittlebit6372
Jan 27, 2026
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
A stand needs to be taken b4 it’s too late. We are still the majority for NOW. But we are becoming less with every passing month and year.
Expresses demographic anxiety about declining majority status and frames immigration as an existential threat requiring urgent action.
Im_offended.
Sep 14, 2025
It’s really an invasion of other cultures and religions diluting Judeo Christianity ✝️ who are becoming the second class citizens, with Islamic Muslims who hate us because these people get elected to parliament by congregating …
It’s really an invasion of other cultures and religions diluting Judeo Christianity ✝️ who are becoming the second class citizens, with Islamic Muslims who hate us because these people get elected to parliament by congregating in communities for votes.🗳️ We have too much multicultural representation in government.
They are creating their own mini countries in Canada 🇨🇦 and changing legislation to accommodate themselves..
Expresses demographic replacement anxiety, religious/cultural threat perception, and concerns about political representation, characterizing immigration as an 'invasion' diluting dominant culture.
carollever4662
Oct 3, 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)