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
Same here in Niagara falls ..i strongly dislike them!
Same here in Niagara falls ..i strongly dislike them!
Expresses strong dislike for a demographic group in another Canadian city, indicating localized demographic anxiety.
Fear / Threat
0.80
cameliastirbat6410
Sep 19, 2025
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
Expresses demographic anxiety and security concerns about Pakistan and radical elements, presenting unverified claims about threats to Canada.
Nationalist_31
Sep 19, 2025
Thanks to all the politicians around the world who have destroyed the west
Thanks to all the politicians around the world who have destroyed the west
Expresses alarmism about Western decline attributed to politicians, framing immigration as a threat to societal stability.
joelclemonds8243
Sep 19, 2025
I used to live there in 1993 it was all white but my friends would complain that after 10 years not a single white kid on the school bus
I used to live there in 1993 it was all white but my friends would complain that after 10 years not a single white kid on the school bus
Personal account of demographic change framed as a concern about declining white representation on school buses, expressing demographic anxiety.
TheJohnny220
Sep 19, 2025
Its crazy how the population bommed in Brampton. I moved from Etobicoke in 2006 and the population was just over 300k. Now it ballooned to 750k! Crazy
Its crazy how the population bommed in Brampton. I moved from Etobicoke in 2006 and the population was just over 300k. Now it ballooned to 750k! Crazy
Personal observation of rapid population growth framed with alarm ('bommed', 'ballooned'), expressing demographic anxiety.
Hewhoremains218
Sep 19, 2025
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was …
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon)
When i was a kid, i was annoyed that there were so many chinese where i lived (Richmond, iykyk) but they never really did anything to wrong me. As i grew up i realized they just mind their own business and stay out the way, and generally let their children be pretty liberal (other than the studying). Now, I absolutely LOVE the chinese compared to all the damn indians. There isn't a trend of chinese buying business' then only hiring other chinese. (idk how indians get away with only hiring indians). The indian kids are rude AF usually, tons of wannabe gangsters, TONS of indian gang crime. .
And the worst? the ones that live in brampton and surrey treat it like india. THEY treat YOU like a foreigner. I hate em. I just dont understand why immigrants cant just atleast learn the language and customs
Expresses demographic anxiety about Indian immigration spreading to new areas while comparing Indian and Chinese immigrants unfavorably and asserting cultural incompatibility.
FPScanadaPC
Sep 19, 2025
Feel bad for the good hard working Canadians in this video being invaded and their powerless because the government allows it.
Feel bad for the good hard working Canadians in this video being invaded and their powerless because the government allows it.
Expresses anxiety about immigration as an 'invasion' and frames Canadians as powerless victims of government policy.
petefrezza2839
Sep 19, 2025
We Canadians are screwed! 😢
We Canadians are screwed! 😢
Expresses anxiety and despair about Canada's future, with identity-based concern about national wellbeing.
mj24672
Sep 10, 2025
The entire white western world is turning against non white immigrants. It is a cultural universal that all people wish to live within their own communities where they feel safe because they see their neighbours …
The entire white western world is turning against non white immigrants. It is a cultural universal that all people wish to live within their own communities where they feel safe because they see their neighbours as their own kith and kin. People want to live among other people who have very similar behaviours and cultural values. White western culture has been very welcoming of non white immigration, but not to the extent that the whites feel that they are being diluted out of existence by the mass immigration of foreign minorities. Especially when those minorities have no intention of assimilating in in any way, are offensive towards the white population, and engage in serious criminal behaviour.
Expresses demographic anxiety and existential threat narrative about white population dilution, with unsubstantiated claims about immigrant behavior and assimilation.
JohnKayes
Sep 15, 2025
YOU WILL ALL BE SENT PACKING VERY SOON SO JOKES ON YOU!!
YOU WILL ALL BE SENT PACKING VERY SOON SO JOKES ON YOU!!
Threatens expulsion of immigrants with aggressive tone, expressing demographic anxiety and hostile intent.
HellfireMedics
Aug 29, 2025
I did not vote lib, and I tried to warn others But. It fell on deaf ears. I pray that we all stand together against this irresponsible government. Its going to be a very cold …
I did not vote lib, and I tried to warn others But. It fell on deaf ears. I pray that we all stand together against this irresponsible government. Its going to be a very cold winter. Many immigrants won't like it, especially when the hydro crashes. No heat or electricity. Hope they go back where they came from for their own good.
Expresses apocalyptic concerns about infrastructure collapse and suggests immigrants should leave, combining threat narrative with implicit call to action.
shirleyclayton7237
Sep 8, 2025
whenever I see the clip of the muslim bragging they'll outbreed us and make Canada a muslim nation, I just want to ask "what should stop us from just removing that threat than?" What argument …
whenever I see the clip of the muslim bragging they'll outbreed us and make Canada a muslim nation, I just want to ask "what should stop us from just removing that threat than?" What argument would he have against that?
References an unverified clip about demographic replacement and frames it as an existential threat requiring removal of the 'threat.'
terotcard
Aug 29, 2025
And they all ignore Canadians and judge them and assume we’re privileged when we’re the opppsite we’re watching our homes being invaded
And they all ignore Canadians and judge them and assume we’re privileged when we’re the opppsite we’re watching our homes being invaded
Expresses demographic anxiety using invasion metaphor, claims Canadians are being displaced and denied benefits, framing immigration as an existential threat.
upchuckslingabinga
Aug 29, 2025
There is nothing like being a minority in the country you were born in.
There is nothing like being a minority in the country you were born in.
Expresses demographic anxiety about becoming a minority in one's birth country, framing it as a negative condition.
joshualoveless20
Aug 29, 2025
Trump is aligning America with dictators in Russia, North Korea, Israel and Hungary and back stabbing our allies. I have never been more fearful for our country in my life.
Trump is aligning America with dictators in Russia, North Korea, Israel and Hungary and back stabbing our allies. I have never been more fearful for our country in my life.
Commenter expresses fear and anxiety about political alliances and geopolitical threats, emphasizing personal distress about national security.
@dk4598
Mar 4, 2025
??The devil has come to Steal and Destroy, thats who Americans have elected??
??The devil has come to Steal and Destroy, thats who Americans have elected??
Uses religious/moral language to express alarm about Trump's election as a threat to American values.
@YesJustice
Mar 4, 2025
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Expresses demographic anxiety about mass immigration and uses militaristic language suggesting imminent conflict and societal breakdown.
BlueT521
Aug 28, 2025
Canada now is defferent, in our place here garbage everywhere, respect is gone, crimes increase.
Canada now is defferent, in our place here garbage everywhere, respect is gone, crimes increase.
Expresses concerns about deteriorating conditions (garbage, crime, lost respect) attributed to immigration, with implicit comparison to a better past state.
noemebaloyo2250
Aug 28, 2025
We have enough of them .out
We have enough of them .out
Brief statement expressing saturation and rejection of immigrant presence, conveying demographic anxiety.
esthermattar4912
Aug 28, 2025
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and …
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and spread violence. I find Indian and Chinese are hardworking honest people but there will always be thieves and bad people among every culture. We need to reduce the quanity and increase the quality of the ones we allow here. We need to support our own first.
Expresses fear of immigrants with criminal intent and cultural takeover, while advocating for reduced immigration quantity and prioritizing citizens.
PatriciaGodboutArt
Aug 28, 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)