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
Fuq the new Canada my country is ruined
Fuq the new Canada my country is ruined
Expresses alarm about national decline and demographic change, framed as existential threat to the country.
Joviquan
Jan 27, 2026
Trump going to destroy Us ?? economy and taking a wrecking ball to most friends and aligned with putin.
Trump going to destroy Us ?? economy and taking a wrecking ball to most friends and aligned with putin.
Expresses alarm about economic destruction and geopolitical danger from Trump's policies, framed as a threat to national security and alliances.
@wdilankakmw
Mar 4, 2025
Canada is in trouble. Entire cities like Brampton turned into third world hell holes.
Canada is in trouble. Entire cities like Brampton turned into third world hell holes.
Expresses demographic anxiety and alarmism about cities being 'turned into third world hell holes' due to immigration.
sonicd7106
Jan 27, 2026
Canada is a shit hole. America might as well just take it over
Canada is a shit hole. America might as well just take it over
Expresses alarm about Canada's state and suggests annexation, framing the country as threatened/failing.
flyovercountry4653
Jan 27, 2026
God, what the left and progressives have done to the USA, Canada, Australia, and Europe is criminal.
God, what the left and progressives have done to the USA, Canada, Australia, and Europe is criminal.
Expresses alarm about progressive policies causing harm to Western nations, framing immigration/multiculturalism as a criminal threat to national identity.
johnmcclane2139
Jan 27, 2026
I still can't believe that the cradle of democracy is turning into a dictatorship.
I still can't believe that the cradle of democracy is turning into a dictatorship.
Expresses alarm about democratic decline and authoritarian threat, using alarmist language about systemic danger.
@chrispaschke240
Mar 4, 2025
As a true canadianm im absolutely fed up with indians, pakis, bengladesh. Thos is an invasion, no other words to qualify what is happening for 4 yrs now
As a true canadianm im absolutely fed up with indians, pakis, bengladesh. Thos is an invasion, no other words to qualify what is happening for 4 yrs now
Expresses frustration with specific ethnic groups and frames immigration as an 'invasion,' combining identity assertion with alarmist language.
joeb787
Jan 27, 2026
I’m so ashamed of our country. This is going to cause global economy collapse. This is going to hurt everyone, and country, and corporations. Trump knows what he’s doing. He’s working with Putin to cause …
I’m so ashamed of our country. This is going to cause global economy collapse. This is going to hurt everyone, and country, and corporations. Trump knows what he’s doing. He’s working with Putin to cause this- global plutocracy. Thank you for speaking truth to power. Maybe now, it will sink in to people. We pay, not ??. They are force to put tariffs on their goods, who do you think pays? This is ?, peanut butter, Aluminum foil, etc. I suggest start stocking up. In about two weeks increased prices will hit the shelves.
Expresses alarm about economic collapse and price increases while making unsubstantiated claims about Trump-Putin conspiracy and tariff impacts.
@susancurtis3201
Mar 4, 2025
They're taking advantage of Canadian kindness
They're taking advantage of Canadian kindness
Expresses concern that immigrants are exploiting Canadian generosity, framing immigration as a threat to national values.
bruhmiroruelas5324
Jan 27, 2026
as someone who lives in Ontario please help us man I can't w the amount of them
as someone who lives in Ontario please help us man I can't w the amount of them
Personal account from Ontario resident expressing demographic anxiety and distress about immigrant populations.
Jellyz15z
Jan 27, 2026
Here in Australia Indians are fkn EVERYWHERE
Here in Australia Indians are fkn EVERYWHERE
Expresses demographic anxiety about immigrant presence in Australia, framing it as an overwhelming threat or invasion.
Tonyclifton-q4f
Jan 27, 2026
3:18 - Have you noticed any big demographic here in Brampton? "I can't be specific, because I'm a city worker" Exactly, people can't speak against any of this of we risk our jobs
3:18 - Have you noticed any big demographic here in Brampton?
"I can't be specific, because I'm a city worker"
Exactly, people can't speak against any of this of we risk our jobs
Expresses concern about self-censorship and fear of job loss for speaking against immigration policies, framing it as a threat to free speech.
misophoniac
Jan 27, 2026
This is close to Toronto. And that while area in Toronto and around it looks like Asia and India now. Tons of Afghans, Indians, Vietnamese, and Chinese. These same people Guilt trip the old Canadians …
This is close to Toronto. And that while area in Toronto and around it looks like Asia and India now. Tons of Afghans, Indians, Vietnamese, and Chinese. These same people Guilt trip the old Canadians into hating themselves and their country. They shame the Old Canadians.
Expresses demographic anxiety about visible minority populations and claims they guilt-trip 'old Canadians,' combining threat perception with identity grievance.
RealityCheckGA
Jan 27, 2026
A move to weaken neighboring states, is a pretext for the occupation of Canada and Mexico. So rusia occupies Europe, china Asia and Africa, and US occupied N and S Americas
A move to weaken neighboring states, is a pretext for the occupation of Canada and Mexico. So rusia occupies Europe, china Asia and Africa, and US occupied N and S Americas
Expresses alarm about geopolitical threats and potential occupation, comparing global power dynamics with apocalyptic framing.
@Proportion5
Mar 4, 2025
Mieszanie kultur ,religii zawsze zle sie konczy.
Mieszanie kultur ,religii zawsze zle sie konczy.
Claims that cultural and religious mixing always ends badly, expressing demographic anxiety and existential threat.
malja768
Feb 23, 2026
Delete India
Delete India
Expresses xenophobic sentiment framing a nationality as a threat to be eliminated, combining demographic anxiety with hostile identity framing.
kiranmagar9765
Jan 27, 2026
Trump wants to sow discord between the people of Canada and the people of America, aiming to make them hate each other, so that he can then attack Canada and seize it. Trump admires Putin …
Trump wants to sow discord between the people of Canada and the people of America, aiming to make them hate each other, so that he can then attack Canada and seize it. Trump admires Putin because, like Putin, he believes that the strong can do whatever they want, while the weak must obey! But what else would you expect from a country where slavery was once considered normal, from a country that exterminated millions or even billions of Indigenous people just to take their land? Of course, over time, things have changed — people have become smarter and started to value life — but Trump belongs to that ancient caste of Americans whose IQ is around 20–50...
Expresses alarm about Trump's intentions to attack Canada, framed as a security threat with comparative historical critique.
@YevheniiMalin
Mar 4, 2025
THANK YOU FOR MAKING THIS. WE ARE BEING TAKEN OVER AND NO ONE CARES!!!!!
THANK YOU FOR MAKING THIS. WE ARE BEING TAKEN OVER AND NO ONE CARES!!!!!
Expresses demographic anxiety about being 'taken over' with urgent capitalization, framing immigration as an existential threat.
teflondon2156
Jan 27, 2026
3:55 I expect Indians to be all the workers in Brampton that’s not a bad thing… what’s scary is when you go to Huntsville and it’s STILL all Indians
3:55 I expect Indians to be all the workers in Brampton that’s not a bad thing… what’s scary is when you go to Huntsville and it’s STILL all Indians
Expresses demographic anxiety about the concentration of Indian workers in specific regions, framing it as 'scary'.
babies4breakfast197
Jan 27, 2026
From now on we have enemies everywhere
From now on we have enemies everywhere
Expresses anxiety about external threats and adversarial positioning, framing the situation as creating widespread enemies.
@zbigniewsutula3508
Mar 4, 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)