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
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
We need ICE, these people aren't Canadian
We need ICE, these people aren't Canadian
References ICE (immigration enforcement) and asserts that immigrants are not Canadian, expressing exclusionary sentiment and implicit threat framing.
viperish11
Jan 27, 2026
Brampton aka Bramladesh is the worst, but all cities, even small ones have been taken over right now in Canada. It's terrible, and if Trump doesn't absorb us into the USA and put ICE to …
Brampton aka Bramladesh is the worst, but all cities, even small ones have been taken over right now in Canada. It's terrible, and if Trump doesn't absorb us into the USA and put ICE to work, god might as well send meteors.
Thank you Tyler for showing this and braving the cold.
Expresses demographic anxiety about cities being 'taken over' and invokes apocalyptic imagery, with ethnic coding ('Bramladesh').
erikmclennan3934
Jan 27, 2026
Sssh! It's a secret. Don't tell anyone.. 😂 Indians may lack civic sense. Why don't you look at the Mueslim only towns and cities? They are worse. They want to take over your country and …
Sssh! It's a secret. Don't tell anyone.. 😂 Indians may lack civic sense. Why don't you look at the Mueslim only towns and cities? They are worse. They want to take over your country and install sharia law and justice
Expresses alarmist concerns about Muslim communities taking over and installing sharia law, mixing stereotypes with conspiracy-like framing.
nachsn2213
Feb 16, 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
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
Heritage Canadians are being replaced at an alarming speed.
Heritage Canadians are being replaced at an alarming speed.
Expresses demographic replacement anxiety, framing immigration as a threat to 'Heritage Canadians' at an alarming pace.
je4270
Feb 14, 2026
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
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
Is anyone else worried that they’ve now infiltrated our entire transportation network, planes, trains and automobiles, we can’t be this dumb as Canadians to allow this! Something has to be done!!!!
Is anyone else worried that they’ve now infiltrated our entire transportation network, planes, trains and automobiles, we can’t be this dumb as Canadians to allow this! Something has to be done!!!!
Expresses security anxiety about infiltration of transportation networks with unsubstantiated claims and alarmist language.
shannonpettigrew7743
Aug 26, 2025
Madness... invaded
Madness... invaded
Brief expression of alarm and threat perception using the word 'invaded' to characterize immigration.
Fear / Threat
0.88
Parodox6
Aug 25, 2025
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
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where …
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where I'm coming from when I say this. I wasn't influenced by him finding these fraudulent daycares because this was prior to that. When I went to her house I had to Google maps it. Everybody in Calgary knows the Northeast is all Indian. As a matter of fact I counted how many people I saw that weren't Indian when I was there cuz I thought it was funny. I saw two white people and one Asian in the whole quarter of the city. When I got to her house I said to her why do you have so many businesses around your house it doesn't even make sense and then I showed her the Google maps and there had to be seven or eight daycares a trucking company and a bricklaying company and a drywall company. All of these businesses that don't have signs because I went and looked. These people are doing the same fraud here. This is what's killing our country. Our money is worthless because of them and they are taking all of the homes so homes are unaffordable for Canadians. On top of that they get into management and jobs and only hire their people and don't hire Canadians. We are under attack. It doesn't have to be somebody storming our beaches to attack us. Our country is under attack and we're in denial.
Extended narrative framing ethnic minorities as an existential threat through unsubstantiated claims about fraud, economic sabotage, and coordinated displacement of Canadians.
BloodyCanadian
Feb 18, 2026
The entire population of Canada could be replaced by Indians and there would still be a billion of them back home.
The entire population of Canada could be replaced by Indians and there would still be a billion of them back home.
Expresses demographic anxiety about population replacement, using hyperbolic language to suggest an existential threat to Canadian identity.
sundrives
Jan 27, 2026
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
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
Expresses demographic anxiety about European diaspora nations and calls for forced remigration, framing immigration as an existential threat.
JT-nc9uw
Feb 14, 2026
I don’t care if I am called a racist…I am disgusted by the entitlement, arrogance, violence and filth that has come to this country. Today immigrant is destroying this country.
I don’t care if I am called a racist…I am disgusted by the entitlement, arrogance, violence and filth that has come to this country. Today immigrant is destroying this country.
Expresses alarm and disgust about immigrants as a threat to national character and social order, with sweeping negative generalizations.
Katrn30
Aug 27, 2025
Soon you won’t be travelling anywhere. At all
Soon you won’t be travelling anywhere. At all
Expresses alarmist prediction about future travel restrictions and loss of freedom.
Fear / Threat
0.88
leebarker7700
Dec 8, 2025
You guys need muslim invasion... 😂.. little Syria, Iraq and Bangladesh
You guys need muslim invasion... 😂.. little Syria, Iraq and Bangladesh
Uses inflammatory language framing Muslim immigration as an 'invasion' and invoking fear through country comparisons, with sarcastic tone masking genuine alarm.
VVan595
Jan 28, 2026
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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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