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
Yeah we can't afford more immigrants refugees asylum seekers... we're full
Yeah we can't afford more immigrants refugees asylum seekers... we're full
Expresses demographic anxiety and capacity concerns, claiming Canada is 'full' and cannot accept more immigrants.
Jayjay-ji7ty
Nov 20, 2025
I hope it's good for the country and reduce the crime rate. Too many immigrants very few doctors and housing.
I hope it's good for the country and reduce the crime rate. Too many immigrants very few doctors and housing.
Expresses concerns about crime rates and resource scarcity linked to immigration, framing immigrants as a threat.
Luz-h1b
Apr 13, 2025
Immigration fatigue from coast to coast !!!
Immigration fatigue from coast to coast !!!
Expresses fatigue and anxiety about immigration levels across Canada, framing it as an overwhelming concern.
Fear / Threat
0.85
blackcoffee.
Nov 21, 2025
How are these peices of shit getting away with destroying our country?
How are these peices of shit getting away with destroying our country?
Expresses alarm about immigrants 'destroying' the country with inflammatory language, combining threat perception with national identity concerns.
captainkaboom2384
Nov 21, 2025
Breed like rats.
Breed like rats.
Dehumanizing language expressing demographic anxiety and threat perception toward immigrants.
Darcstarr
Jan 27, 2026
Demographic change should be taken very very seriously everywhere in the world
Demographic change should be taken very very seriously everywhere in the world
Expresses demographic anxiety framed as a serious concern requiring attention, without specific policy proposals.
Fear / Threat
0.85
mohitsain3121
Nov 13, 2025
Canadians have been betrayed by the SCALE of mass immigration. The annual quantity of persons who have no other past ties to the host society is a GUARANTEE of massive disruption to social cohesion. It …
Canadians have been betrayed by the SCALE of mass immigration. The annual quantity of persons who have no other past ties to the host society is a GUARANTEE of massive disruption to social cohesion. It is just so obvious.
Commenter expresses anxiety about immigration scale causing social disruption and loss of cohesion, framing mass immigration as a threat to society.
EricLehner
Nov 2, 2025
Esto es el problema, que simplemente nos reímos o nos acostumbrados a vivir en un sitio que ya reconocemos en vez de actuar, el gran reemplazo no me cabe ninguna duda de que es real …
Esto es el problema, que simplemente nos reímos o nos acostumbrados a vivir en un sitio que ya reconocemos en vez de actuar, el gran reemplazo no me cabe ninguna duda de que es real ya que en diferentes partes del mundo, siempre bajo gobiernos socialistas se fomenta la inmigración descontrolada sin el más mínimo rigor y observación a futuro de como puede impactar en la economía. En España, mi pais es exactamente el mismo cuento, no sé imagina el tipo de perfil que más está emigrando aquí con las puertas abiertas, todo tipo de ayudas y con ventajas que ni los propios ciudadanos de aquí tienen, esto si sigue así acabará muy mal y las minorías serán los ciudadanos de cada país que serán tachados de racistas por respirar. Y he de decir que los indios en general me parecen personas muy buenas, ojalá en Europa la inmigración que predomine sea esa y no africanos.
Expresses demographic anxiety about 'great replacement,' uncontrolled immigration, and economic disadvantage to native citizens, with comparative framing to Spain.
rumannskk9976
Feb 24, 2026
Trudeau did it on purpose to invade they don't belong here
Trudeau did it on purpose to invade they don't belong here
Expresses demographic anxiety and invasion rhetoric ('invade they don't belong here') combined with an unsubstantiated conspiracy claim about intentional government action.
Jojo-w8b9e
Oct 28, 2025
Replacement
Replacement
Single-word invocation of demographic replacement anxiety, a common fear-based framing.
Fear / Threat
0.85
deapthought1156
Jun 18, 2025
call it what it is: FORCED MASS ILLEGAL ECONOMIC MIGRANTS... Canada is fast becoming a third world country with all the problems of a third world country.. DIVERSITY IS CERTAINLY NOT OUR STRENGTH.
call it what it is:
FORCED MASS ILLEGAL ECONOMIC MIGRANTS...
Canada is fast becoming a third world country with all the problems of a third world country..
DIVERSITY IS CERTAINLY NOT OUR STRENGTH.
Expresses alarm about immigration as threat to national character, uses unsubstantiated labels ('illegal economic migrants') and demographic anxiety rhetoric.
storytimewithunclekumaran5004
Jun 16, 2025
Canada is allowing another invasion while trying to reconcile the first one.
Canada is allowing another invasion while trying to reconcile the first one.
Uses inflammatory 'invasion' language to frame immigration as an existential threat.
N0p3er5
Feb 12, 2026
What the FUC* is going on with Canada, I had no idea this was going on, STOP IT NOW CANADA, stop them from taking over Canada !
What the FUC* is going on with Canada, I had no idea this was going on, STOP IT NOW CANADA, stop them from taking over Canada !
Expresses alarm about immigration as a threat ('taking over Canada') and demands immediate action, framed with demographic anxiety.
scotterickson152
Jan 27, 2026
they fucking ruined canada….so fucking sad
they fucking ruined canada….so fucking sad
Expresses alarm and distress about immigration's impact on Canada, framing it as a threat to national wellbeing.
guitarplayer5932
Oct 28, 2025
this is genocide of canadian people
this is genocide of canadian people
Uses inflammatory language equating immigration with genocide, expressing extreme demographic anxiety without evidence.
69pepe420
Oct 22, 2025
Canada is ruined already. In Toronto police advises citizens that they leave keys of their expensive car outside their house to save their life. Liberal leftist looter of Canada mooched of immigrant $$$$ with promise …
Canada is ruined already. In Toronto police advises citizens that they leave keys of their expensive car outside their house to save their life. Liberal leftist looter of Canada mooched of immigrant $$$$ with promise of a prosperous free and safe Canada and gave us a catastrophe that is worse than Nigeria in security freedoms being worse than Tumbuktu and prosperity being worse than India. Our education is now pppy colleges that loot life savings of international students and their families and then they magically end up as illegal aliens in the great nation of USA. Whether its canadian taxpayer, international immigrant or student we all have only one looter the liberal leftist looter of humanity
Expresses alarm about security, safety, and national decline while criticizing Liberal policy and framing Canada as destroyed by immigration and leftist governance.
noorpagambari116
Jun 18, 2025
Who's here still fear the hindu Society? 👇
Who's here still fear the hindu Society?
👇
Expresses anxiety about Hindu demographic presence in Canada, framing it as a threat or concern.
Shem1999
Oct 24, 2025
Try going to emergency dept! Packed with elderly Indians!!!? Looks like India's hospital in poor district!!!!!
Try going to emergency dept! Packed with elderly Indians!!!? Looks like India's hospital in poor district!!!!!
Expresses alarm about immigrant demographics in healthcare settings with ethnic stereotyping and demographic anxiety.
bibipersaud9018
Jun 13, 2025
the problem is that they come to different countries in order to lead a better life but then don't integrate, complain and turn it into the shithole they left... how can they not expect people …
the problem is that they come to different countries in order to lead a better life but then don't integrate, complain and turn it into the shithole they left... how can they not expect people to get upset???
Expresses anxiety about immigrants not integrating and reproducing problems from their origin countries, framing immigration as a threat to social cohesion.
ttr20000
Nov 3, 2025
Be the one place in Canada I will never visit. Brownsville Ontario. They are an invasive species slowly taking over Canada. Soon we will have 3 languages in Canada…English, French and Dirka.
Be the one place in Canada I will never visit. Brownsville Ontario. They are an invasive species slowly taking over Canada. Soon we will have 3 languages in Canada…English, French and Dirka.
Expresses demographic anxiety using dehumanizing language ('invasive species') and xenophobic stereotyping about language and cultural takeover.
sydneycbr
Oct 23, 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)