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
It is true. When you walk into a store. They dont treat you like US Canadians do. Some of them do. But shit will change very soon if the Canadian government dont do something
It is true. When you walk into a store. They dont treat you like US Canadians do. Some of them do. But shit will change very soon if the Canadian government dont do something
Expresses concern about differential treatment by immigrants and warns of imminent social change if government doesn't intervene.
Newfoundmindset2.0
Jan 27, 2026
3rd World Countrys invading other Countrys is a true Threat just visit Germanys none Capitals its sickening that you cant even walk the Streets without being forced to interact wihtem
3rd World Countrys invading other Countrys is a true Threat just visit Germanys none Capitals its sickening that you cant even walk the Streets without being forced to interact wihtem
Expresses demographic anxiety and security concerns using Germany as a cautionary comparative example.
Cyb3rFr3ak914
Jan 27, 2026
Tent ⛺️ cities are booming 💥 tho
Tent ⛺️ cities are booming 💥 tho
References homelessness ('tent cities') with emoji, expressing concern about social crisis while using ironic tone ('booming').
voytech3892
Jan 20, 2026
Lived in Brampton 20 years ago and was bad then…can’t even imagine what it is like now…Canada is finished…and it’s by design…Liberals want to be in power forever
Lived in Brampton 20 years ago and was bad then…can’t even imagine what it is like now…Canada is finished…and it’s by design…Liberals want to be in power forever
Combines lived experience with alarmist language ('Canada is finished') and blames government policy for demographic change.
Jay-nq2jl
Jan 27, 2026
Bro.. go check out Niagara Falls. Over run!
Bro.. go check out Niagara Falls. Over run!
Uses 'overrun' to express demographic anxiety about a specific location based on personal observation.
handofthegoggs2762
Jan 27, 2026
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a call back or an interview. Also that lady who didn't want to be interviewed and the guy on the bike were based. Our Goverment has been pumping them into the country for 10 years without requiring them to speak English or french. Lastly before anyone attacks the man on the bike, check science...
Combines job market concerns with demographic anxiety and criticism of government immigration policy, framing immigrants as a threat to Canadian youth employment.
PCboyAdvanced
Jan 27, 2026
You should go to brooks Alberta dude the meat packing plant brought that place down now it's the city of 100 languages when the town can't even sustain itself
You should go to brooks Alberta dude the meat packing plant brought that place down now it's the city of 100 languages when the town can't even sustain itself
Expresses demographic anxiety and economic decline linked to immigration, framing it as a threat to community sustainability.
michaeladams906
Jan 27, 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
I have immense Indian fatigue.
I have immense Indian fatigue.
Expression of demographic anxiety and fatigue toward Indian immigration/presence.
boyiloveyouxamillion
Jan 27, 2026
Dude Canada looks f'ing DISGUSTING NOW lmao. Gonna be able start smelling the place from across the border.
Dude Canada looks f'ing DISGUSTING NOW lmao. Gonna be able start smelling the place from across the border.
Uses crude humor and xenophobic language to express disgust at Canada's demographic changes, framing immigration as a threat to the nation's character.
Randomchannelsurfer6
Jan 27, 2026
Again?? They are coming from USA. bouncing. USA for sure refused them and NOW WHAT they want in CANADA , ( HUMANS waste.)
Again?? They are coming from USA. bouncing. USA for sure refused them and NOW WHAT they want in CANADA , ( HUMANS waste.)
Expresses alarm about immigrants coming from USA and uses dehumanizing language ('humans waste'), combining demographic anxiety with unsubstantiated claims about US rejection.
RobMa-e8j
Jan 7, 2026
I live in Brampton It’s good I never ran into you because the shit i would say could get me time in a cage
I live in Brampton
It’s good I never ran into you because the shit i would say could get me time in a cage
Personal statement about living in Brampton combined with implicit threat of violent confrontation.
steveqseventeen5192
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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