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
Europe is on the brink of cultural collapse and sadly Canada is working from that same play book. For the record, it is possible to have a multi racial society. It is not possible to …
Europe is on the brink of cultural collapse and sadly Canada is working from that same play book. For the record, it is possible to have a multi racial society. It is not possible to have a multi cultural society. Where have different ways of life coexisted in peace? No where and look to Europe now and Canada on a few years for proof.
Expresses alarm about cultural collapse and uses Europe as a cautionary example, framing multiculturalism as inherently problematic and dangerous.
malcolmchevrier6866
Sep 26, 2025
I so hope whoever replaces Trudeau will follow his lead in this movement. Trump doesn't want to lead America, he wants to dictate it. And he wants to take over Canada in the process.
I so hope whoever replaces Trudeau will follow his lead in this movement. Trump doesn't want to lead America, he wants to dictate it. And he wants to take over Canada in the process.
Expresses anxiety about Trump's intentions to 'dictate' and 'take over Canada,' framing him as a threat to Canadian sovereignty.
@decsister
Mar 4, 2025
No Genuine Canadian wants to move to Brampton.
No Genuine Canadian wants to move to Brampton.
Expresses that Canadians are avoiding Brampton due to demographic change, implying concern about the city's transformation through immigration.
DriQ-qo7tp
Sep 24, 2025
Canada better get their shit together before they become the next Greenland.
Canada better get their shit together before they become the next Greenland.
Expresses alarmism about Canada's future decline, comparing it to Greenland as a cautionary example.
snapdragon420
Jan 27, 2026
This is Great...Maybe the Naive MAGA Cult Clowns will finally see that they got Conned and Scammed by Donnie Stump and Elon. \n\nDonnie, Elon and all the Rich will get richer and All Americans will …
This is Great...Maybe the Naive MAGA Cult Clowns will finally see that they got Conned and Scammed by Donnie Stump and Elon. \n\nDonnie, Elon and all the Rich will get richer and All Americans will suffer and get poorer. \nThe good thing is the MAGA Cult Clowns Red states will get hit the hardest. \n\nPrepare for the next Great Depression...\n\nHigher prices, Loss of jobs and suffering...while Donnie Stump and the Corporations make Billions and Billions...
Expresses alarm about economic collapse, job loss, and suffering while criticizing political opponents.
@rgrapplerinoc2617
Mar 4, 2025
I'm an Indian but I say this is not good you didn't opposing such like this migrants you will lose your country and your culture.
I'm an Indian but I say this is not good you didn't opposing such like this migrants you will lose your country and your culture.
Expresses concern about loss of national identity and culture due to migration, framed as a demographic threat despite the commenter's own Indian background.
BinuFrancis-u9g4w
Feb 8, 2026
people will say whatever but really you only know when you live in this disgusting new canada now
people will say whatever but really you only know when you live in this disgusting new canada now
Expresses negative personal experience and characterizes contemporary Canada as 'disgusting,' conveying anxiety about social change.
6ixskates626
Sep 20, 2025
Trump needs to realize this is a national security issue and arrest Carney.
Trump needs to realize this is a national security issue and arrest Carney.
Frames immigration as a national security threat and calls for arrest of a specific official, expressing alarmist concern.
thomasmcfiddles5133
Feb 8, 2026
Dude wtf is happening with the first world countries
Dude wtf is happening with the first world countries
Expresses alarm about deteriorating conditions in developed nations, implying crisis or demographic concern.
radfury23g32
Jan 27, 2026
The importation /replication of the old country ways to Canada is going escalate into a major problem.
The importation /replication of the old country ways to Canada is going escalate into a major problem.
Expresses anxiety that immigrants will replicate 'old country ways' in Canada, framing cultural practices as an escalating problem.
Mworr-i6t
Feb 8, 2026
I'd love you to come to Sarnia, Ontario and see the takeover here. Nobody talks about it much. Woke city council tries to make sure of that.
I'd love you to come to Sarnia, Ontario and see the takeover here. Nobody talks about it much. Woke city council tries to make sure of that.
Describes perceived demographic takeover in local area with conspiratorial undertones about suppression of discussion, expressing demographic anxiety.
Worldzworstgamer
Sep 20, 2025
Horrible!!! Why the hell are canadians re-electing the liberals all the time??? Do we want to disappear?
Horrible!!! Why the hell are canadians re-electing the liberals all the time??? Do we want to disappear?
Expresses existential demographic anxiety ('do we want to disappear') and implicitly urges voting against current government.
rnapol3266
Sep 20, 2025
Our Brampton has gone to shit
Our Brampton has gone to shit
Expresses dissatisfaction with local conditions attributed to demographic change, combining personal observation with threat perception.
zenaazeez4470
Sep 19, 2025
😂😂😂😂😂manipulator, cheat, loophole, twisted tongue, liars. That’s the main ways of life. They do. Once they’re more they will start to discriminate and create status consciousness.
😂😂😂😂😂manipulator, cheat, loophole, twisted tongue, liars. That’s the main ways of life. They do. Once they’re more they will start to discriminate and create status consciousness.
Uses dehumanizing language and predicts future discrimination and status hierarchies based on immigrant demographics, expressing demographic anxiety.
trader398
Sep 19, 2025
Bro, we have no control over this maniac!!
Bro, we have no control over this maniac!!
Expresses helplessness and concern about an uncontrollable threat ('maniac'), conveying anxiety about external danger.
Fear / Threat
0.80
@Jacob-dw4vd
Mar 4, 2025
Not dumb if you want to dismantle democracy, end foreign ally partnerships and weaken America like this administration is trying to do.
Not dumb if you want to dismantle democracy, end foreign ally partnerships and weaken America like this administration is trying to do.
Expresses alarm about threats to democracy, foreign relations, and national strength, framing the administration as dangerous.
@commentator8479
Mar 4, 2025
He is the biggest danger to our country. What are government officials representing us doing???
He is the biggest danger to our country. What are government officials representing us doing???
Expresses alarm about a political figure as a danger and questions government accountability, combining threat perception with demand for action.
@loisnesmith1810
Mar 4, 2025
they are invading pattaya aswell
they are invading pattaya aswell
Uses 'invading' language to express demographic anxiety about Indian presence in Thailand, framing immigration as hostile takeover.
revolution2022
Feb 9, 2026
They’re screwing over your whole country and you can’t do shit about it. What a joke of a democracy.
They’re screwing over your whole country and you can’t do shit about it. What a joke of a democracy.
Expresses powerlessness and alarm about government actions, with implicit call for resistance against perceived threats to democracy.
BakvSFE
Feb 6, 2026
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
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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)