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
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
This is not emigration , this is invasion..................Canadastan
This is not emigration , this is invasion..................Canadastan
Uses inflammatory language ('invasion,' 'Canadastan') to frame immigration as an existential threat to national identity.
azutega33
Oct 6, 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
Incoming: The Great Wall of Brampton. Berlin Wall was nothing! The cancer must be isolated.
Incoming: The Great Wall of Brampton. Berlin Wall was nothing! The cancer must be isolated.
Uses inflammatory language ('cancer,' 'Wall') to express demographic anxiety and threat perception toward immigrants, framed as an existential danger requiring isolation.
guerrilla-radio2658
Oct 3, 2025
You say there's no need or reason for these tariffs but that is according to you. Donald Trump has made it very clear what he asks from the Canadian people. You are choosing to do …
You say there's no need or reason for these tariffs but that is according to you. Donald Trump has made it very clear what he asks from the Canadian people. You are choosing to do something but not everything he's asking. He doesn't want to be unfair to anybody, but he also doesn't want to be treated unfairly as a country. So please listen to what he asks. He holds all the cards again. He can and will destroy your economy and you will become his and our 51st State. Thank you
Expresses threat of economic destruction and absorption as a US state, combining alarmism with criticism of Canadian policy choices.
@benjaminwilhelm9162
Mar 4, 2025
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
its not a storm its tsunami
its not a storm its tsunami
Expresses escalating alarm by comparing a situation to a tsunami, emphasizing severity and danger.
Fear / Threat
0.85
@jearylabelle4478
Mar 4, 2025
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
Bringing their culture and demonic entities with them....
Bringing their culture and demonic entities with them....
Expresses fear and threat perception by associating immigrants with danger ('demonic entities'), framed through cultural othering.
steenad9238
Oct 4, 2025
Now Canada is a shit hole thank u liberals for turn our home into the 3rd world thank y
Now Canada is a shit hole thank u liberals for turn our home into the 3rd world thank y
Expresses that Canada has become a 'shit hole' and a 'third world' country due to immigration, framing it as national decline and existential threat.
georgepetkov6365
Oct 9, 2025
Why are Indians and Muslims mainly. just allowed to spread and force there ways of life upon all of us worldwide instead of trying to assimilate to the culture of the country's they move to???
Why are Indians and Muslims mainly. just allowed to spread and force there ways of life upon all of us worldwide instead of trying to assimilate to the culture of the country's they move to???
Commenter expresses anxiety about cultural displacement and assimilation failure, framing immigration as an imposition of foreign ways on the native population.
lraclol
Jan 27, 2026
The damage has already been done!😮
The damage has already been done!😮
Expresses alarm about irreversible negative consequences from immigration policy.
Fear / Threat
0.85
nowhiningzone1675
Jan 14, 2026
The same thing in BC, in cities like Kelowna, Surrey....Canada belongs to India!!
The same thing in BC, in cities like Kelowna, Surrey....Canada belongs to India!!
Expresses demographic anxiety about specific Canadian cities becoming dominated by Indian immigrants, framing it as a loss of national identity.
henrbenbrown
Oct 9, 2025
India is so AMAZING….they all want to leave it. Eventually they will ruin their host country and seek a new place to ruin.
India is so AMAZING….they all want to leave it. Eventually they will ruin their host country and seek a new place to ruin.
Expresses demographic anxiety by claiming Indians will 'ruin' their host country, combining threat language with identity-based criticism.
MarcinMoka1
Jan 27, 2026
As a canadian, thank you for posting this. You should've came to Surrey, BC too as it has now become the 44th most dangerous city in the world (I think we all know why)
As a canadian, thank you for posting this. You should've came to Surrey, BC too as it has now become the 44th most dangerous city in the world (I think we all know why)
Uses a crime statistic to imply Indian immigrants are responsible for danger, employing dog-whistle language ('I think we all know why').
MotherLuvver-f2c
Jan 27, 2026
They’ll take over the entire plant 😢
They’ll take over the entire plant 😢
Expresses demographic anxiety about immigrants 'taking over,' using alarmist language with an emotional tone.
JessieAllen-r6m
Jan 27, 2026
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
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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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