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
This country can't survive 4 more years trump as president
This country can't survive 4 more years trump as president
Expresses existential threat and demographic anxiety about Trump's presidency affecting Canada's survival.
Fear / Threat
0.85
@str8coach880
Mar 4, 2025
To many Indians and Muslims like we get you destroyed your own country but dont destroy ours
To many Indians and Muslims like we get you destroyed your own country but dont destroy ours
Expresses demographic and cultural anxiety, claiming immigrants will 'destroy' Canada as they allegedly did their origin countries.
stonerfox9766
Jan 27, 2026
Kanadske žene i muškarci nemaju djecu a Indusi imaju i Kanada pripada njima
Kanadske žene i muškarci nemaju djecu a Indusi imaju i Kanada pripada njima
Expresses demographic anxiety about population replacement and national ownership based on birth rates and immigration.
bos4085
Jan 28, 2026
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in …
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in federal politics…immigration is a multi billion dollar industry. There is nothing left in this country for our children and I am truly scared to grow old here with millions of immigrants who hate us and our country, running everything and filling our medical system.
Whites are blames for being racist yet anyone with common sense can see whites are the LEAST racist of all.
We are doomed, and quite honestly this country isn’t worrh fighting for…we don’t have free speech or the right to self preservation for a country that won’t stfu about ‘human rights’
Expresses demographic anxiety, existential threat to national identity, and fear of loss of control, with secondary identity-based and moral framing.
LosingourLiberty13
Feb 17, 2026
the global west is beeing replaced
the global west is beeing replaced
Expresses demographic replacement anxiety, claiming Western nations are being replaced, a common white nationalist trope.
Jethmar5504DC
Jan 27, 2026
Canada is bring people from Punjab who are criminals and have money. They take the money and bring them in and create havoc for local Canadians and they have ruined the image of long time …
Canada is bring people from Punjab who are criminals and have money. They take the money and bring them in and create havoc for local Canadians and they have ruined the image of long time loyal Canadian Indians now with a bad alnake and have to deal with racist people all the time
Expresses anxiety about criminal immigrants from Punjab creating havoc and damaging the reputation of established Indian-Canadian communities.
DharmYogi
Jan 27, 2026
I hope Trump raises the tariffs to 100% and watch Canadians economy fail because they rely mainly on American
I hope Trump raises the tariffs to 100% and watch Canadians economy fail because they rely mainly on American
Expresses hope for economic harm to Canada and frames US tariffs as a threat to Canadian economy, combining economic concern with alarmist sentiment.
@derekjasinski8508
Mar 4, 2025
Soon they want to be a separatist state… you’ll see
Soon they want to be a separatist state… you’ll see
Expresses alarmist concern about Quebec separatism without evidence, framing it as an inevitable threat.
Joe-c3w5u
Jan 16, 2026
Immigration in the West has to be stopped it can no longer go on, Rome wasn't meant to fall yet it did quicker than expected !
Immigration in the West has to be stopped it can no longer go on, Rome wasn't meant to fall yet it did quicker than expected !
Expresses demographic anxiety and existential threat using historical collapse metaphor to argue immigration must stop.
Cons0115
Jan 27, 2026
Please don’t turn our homelands into India.. PLEASE!
Please don’t turn our homelands into India.. PLEASE!
Expresses demographic anxiety about cultural displacement framed as a threat to national identity.
CreateCG1
Jan 27, 2026
Get it stopped before you end up like the UK, they don't generally integrate! ... and they dump rubbish everywhere.
Get it stopped before you end up like the UK, they don't generally integrate! ... and they dump rubbish everywhere.
Expresses demographic and cultural anxiety by warning against non-integration and making negative generalizations about immigrant behavior.
El-Tel63-Terry.
Jan 27, 2026
Trumpflation incoming. Trumpdepression incoming. WWIII incoming.
Trumpflation incoming. Trumpdepression incoming. WWIII incoming.
Expresses alarmist predictions about economic collapse and war without evidence, framing future events as inevitable threats.
@jimmylieb5225
Mar 4, 2025
Dear Canadians, we suffer the same fate in Europe. Our leaders have abandoned us. These foreign cultures will destroy us, prepare accordingly
Dear Canadians, we suffer the same fate in Europe. Our leaders have abandoned us. These foreign cultures will destroy us, prepare accordingly
Expresses anxiety about cultural destruction and demographic threat, framing immigration as an existential danger to European identity.
Remy.-
Jan 27, 2026
I'm in the middle of nowhere northern Ontario Canada and we have a shitload of the fuckers here
I'm in the middle of nowhere northern Ontario Canada and we have a shitload of the fuckers here
Expresses alarm about immigrant presence in the commenter's local area using dehumanizing language.
MrDizzyD2
Jan 27, 2026
Taken over without a single shot fired
Taken over without a single shot fired
Uses military invasion metaphor to express demographic anxiety about immigration without explicit policy critique.
WayToManyAssassins
Jan 27, 2026
Too many Indian scammers we must ban them everywhere!!
Too many Indian scammers we must ban them everywhere!!
Expresses security concern about Indian scammers and calls for a ban, combining threat perception with policy demand.
coolwalk11
Jan 27, 2026
I live 10 mins from here, at this point I dont care if they came here 40 years ago, they all need to go. Enough is enough, the city used to be beautiful and now …
I live 10 mins from here, at this point I dont care if they came here 40 years ago, they all need to go. Enough is enough, the city used to be beautiful and now its disgusting, garbage everywhere, 1000s of pedestrians clogging the crosswalks its just too much.
Expresses alarm about urban deterioration and overcrowding, with a call for mass deportation regardless of immigration history, reflecting demographic and environmental anxiety.
lucasc2945
Jan 27, 2026
TRUMP SELLING OUR COUNTRY OUT!!!?
TRUMP SELLING OUR COUNTRY OUT!!!?
Expresses alarm about Trump's actions threatening national interests, using urgent capitalization and exclamation marks.
@Warren-o3y
Mar 4, 2025
Trade wars in 2025. The American president supporting a known dictator who kills his challengers. Couldn’t tell me this would be the future, ever.
Trade wars in 2025. The American president supporting a known dictator who kills his challengers. Couldn’t tell me this would be the future, ever.
Commenter expresses alarm about trade wars and authoritarian leadership, framing current events as an unexpected dystopian future with moral concerns.
@Coryclemmings
Mar 4, 2025
Trump is trying to turn us into North Korea.
Trump is trying to turn us into North Korea.
Expresses alarm about Trump's policies by comparing them to authoritarian governance, framing it as a threat.
@phanatic215
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)