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 became invasion species with their idols and cultures😂
They became invasion species with their idols and cultures😂
Uses invasive species metaphor to frame immigrants as threats to national culture and identity.
firelord1202
Jan 28, 2026
Come to Texas next- I saw a man poop in the park fountain. They’re everywhere
Come to Texas next- I saw a man poop in the park fountain. They’re everywhere
Expresses concern about public safety and disorder, comparing Canada's situation to Texas with alarmist framing.
buchrisss
Jan 28, 2026
I avoid Brampton at all costs.
I avoid Brampton at all costs.
Personal avoidance behavior implying a city with significant South Asian population is unsafe or undesirable, expressing demographic anxiety.
James-q5c2m
Jan 28, 2026
Ppl are saying its gonna take a civil war to stop the immigration. Trump please takeover canada
Ppl are saying its gonna take a civil war to stop the immigration. Trump please takeover canada
Expresses alarm about immigration requiring extreme action (civil war) and appeals to a political figure to intervene.
Cody-hx1uq
Jan 27, 2026
Not wanting your country to be overpopulated by other countries is common sense, nobody wants to live in tent cities
Not wanting your country to be overpopulated by other countries is common sense, nobody wants to live in tent cities
Expresses demographic anxiety about overpopulation and references homelessness ('tent cities') as a threat concern.
rockjam4534
Jan 28, 2026
It's sickening to see all those demonic disgusting idols all over Canada and USA
It's sickening to see all those demonic disgusting idols all over Canada and USA
Uses inflammatory language ('demonic disgusting') to express alarm about cultural/religious symbols, framing them as a threat or danger.
alexdesmond817
Jan 28, 2026
I live near Montreal and there are a lot of indians like everywhere in Montreal like if it's a free for all
I live near Montreal and there are a lot of indians like everywhere in Montreal like if it's a free for all
User expresses demographic anxiety about Indian immigration concentration in Montreal, framing it as excessive or uncontrolled.
Butterfish126
Jan 27, 2026
Trump sees this and Canada is more cooked than we already are.
Trump sees this and Canada is more cooked than we already are.
Expresses anxiety about external political influence worsening Canada's situation, framing it as a threat scenario.
brentchislett7865
Jan 27, 2026
It’s not just Brampton. All the surrounding cities also. You can’t find anyone other than indias at all fast food , retail, gas stations etc. take a look at the Pearson Airport. Looks like you …
It’s not just Brampton. All the surrounding cities also. You can’t find anyone other than indias at all fast food , retail, gas stations etc. take a look at the Pearson Airport. Looks like you have arrived in India. I got rear ended by a drunk Indian driver last November , he tried to drive away. Got caught and arrested. This was at 7:00 pm on a Wednesday.
Combines demographic anxiety with anecdotal negative incident, framing immigration as a safety and cultural threat.
baddbbug
Jan 27, 2026
They're taking over Canada like crazy, can't even view niagara falls without a sardar and his family of 15 hogging the viewpoints and they are also quite dirty but not as dirty as those in …
They're taking over Canada like crazy, can't even view niagara falls without a sardar and his family of 15 hogging the viewpoints and they are also quite dirty but not as dirty as those in australia or india themselves, some are nice to be fair, like my familys personal driver is actually very kind and nice but then you have like 100s of illegals especially some of them running scams
Expresses demographic anxiety about immigrant 'takeover' while making stereotypical generalizations and comparisons to other countries.
raza-w8s6s
Jan 27, 2026
Popcorn 🍿, time to see Canadians raise up, cbsa has to do better, liberals think they can starve them out of Canadian but what they dint understand these ppl are from 3rd world countries and …
Popcorn 🍿, time to see Canadians raise up, cbsa has to do better, liberals think they can starve them out of Canadian but what they dint understand these ppl are from 3rd world countries and hardy like weeds, they will hide or rent out condo apartments and change address to shake off cbsa raids
Expresses alarm about immigrants evading enforcement and adapting to hide from authorities, framing them as a threat to government control.
dfg43cvx-CoherentArrayWaver
Jan 15, 2026
Every country should throw out immigrants from their country.....they will take the jobs of local people and resources also....
Every country should throw out immigrants from their country.....they will take the jobs of local people and resources also....
Expresses anxiety about job displacement and resource scarcity due to immigration, framed as a threat to local populations.
kshitizkumar3279
Jan 27, 2026
Not just brampton, you hardly find work in woodbridge, Mississauga, etobicoke. And if you can find it, there are 90% indian workers there ,they gang up together, and those little indian kids showing boss attitude …
Not just brampton, you hardly find work in woodbridge, Mississauga, etobicoke. And if you can find it, there are 90% indian workers there ,they gang up together, and those little indian kids showing boss attitude to you ...
Commenter expresses anxiety about employment scarcity and uses ethnic stereotyping to frame immigrants as threatening competitors.
duyphuctran19xx
Jan 12, 2026
They will go underground work for cash and take jobs from others
They will go underground work for cash and take jobs from others
Expresses concern about undocumented immigrants working illegally and displacing other workers, framing it as a threat.
mikewood4242
Jan 15, 2026
Venezuela 2.0
Venezuela 2.0
Alarmist comparison of Canada to Venezuela suggesting economic collapse and systemic threat.
justincurley2244
Jan 14, 2026
Go to Edison or Jersey City, NJ. Same shit. I thought about moving to Toronto, and when I see things like this I am so glad I didn't.
Go to Edison or Jersey City, NJ. Same shit. I thought about moving to Toronto, and when I see things like this I am so glad I didn't.
Commenter expresses relief at avoiding Toronto due to perceived negative conditions, framing immigration-related changes as a threat to quality of life.
MichaelPuzio
Jan 27, 2026
The country needs a clean up, the criminals and those who hate the free world must also be kicked out
The country needs a clean up, the criminals and those who hate the free world must also be kicked out
Expresses security and ideological threat concerns, framing certain groups as dangerous and needing removal.
lapraxi
Jan 15, 2026
Starting to look tyrannical
Starting to look tyrannical
Expresses alarm about government overreach and authoritarian tendencies.
Fear / Threat
0.80
dddjwheeler
Jan 11, 2026
Come to Australia, our Australia Day holiday is also india day… they need to fk back off to their own country !!!
Come to Australia, our Australia Day holiday is also india day… they need to fk back off to their own country !!!
Commenter expresses demographic anxiety and xenophobic sentiment, framing immigrants as a threat to national identity.
dakotarobinson7869
Jan 27, 2026
Hate them go home
Hate them go home
Expresses hostility toward immigrants with a demand they leave, combining xenophobic sentiment with exclusionary framing.
Praymore-b6b
Jan 27, 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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