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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
Smuggling.... and still nothing will be done! Deport them all!
Smuggling.... and still nothing will be done! Deport them all!
Expresses alarm about smuggling and demands mass deportation, framing immigration as a security/threat issue.
KayBeeBumble
Jan 28, 2026
Im european, and i really hope that canadians will do somethings about this. If not, it will become a shithole like europe
Im european, and i really hope that canadians will do somethings about this. If not, it will become a shithole like europe
The commenter expresses demographic anxiety and alarmism, warning that Canada will become a 'shithole' like Europe if immigration isn't controlled.
Justaoss
Jan 28, 2026
Canada is not for third world class, deport all of them, all problems will dissappear! Out!!!
Canada is not for third world class, deport all of them, all problems will dissappear! Out!!!
The comment expresses exclusionary sentiment and frames immigrants as threats whose removal would solve problems, combining xenophobia with a call for deportation.
ewelinarozycka9316
Jan 28, 2026
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that …
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that sentiment of universalism is only applied to white countries and it is destroying OUR White culture. And different races are not just about skin color, it's also about culture and IQ levels. Indians with their low racial IQs bring a lot of problems. The man says that color doesn't matter, but Indians care about color. That's why they only hire Indians and discriminate on Whites and other races. Indians are in fact the most racist people in the world. Ignoring race only promotes multiculturalism and that promotes White genocide. Human beings are racial and we should accept it.
All immigrants need to understand that they need to STAY home and build a better life for themselves AT home. Not running away to White nations to impose themselves racially, culturally and spiritually. Multiculturalism is White genocide. It destroys US, it destroys OUR homes and our cultures. Our nations need to be 90-95% White and we should only allow those people that truly want to assimilate and leave their cultures behind.
Expresses demographic anxiety framed as 'white genocide,' makes unverified claims about racial IQ and Indian hiring discrimination, and asserts ethnic identity as threatened.
edgar.florentino.888
Oct 11, 2025
It’s not just Canada, come to New zeland and see the invasion here
It’s not just Canada, come to New zeland and see the invasion here
Uses 'invasion' language to express demographic anxiety and compares Canada's situation to New Zealand's, framing immigration as a threat.
thegreatest1176
Jan 27, 2026
Canada is spineless and thus deserves to be taken over.
Canada is spineless and thus deserves to be taken over.
Expresses existential threat narrative that Canada will be 'taken over,' combining demographic anxiety with national vulnerability.
topkekkatsudonburi
Feb 25, 2026
It’s really an invasion of other cultures and religions diluting Judeo Christianity ✝️ who are becoming the second class citizens, with Islamic Muslims who hate us because these people get elected to parliament by congregating …
It’s really an invasion of other cultures and religions diluting Judeo Christianity ✝️ who are becoming the second class citizens, with Islamic Muslims who hate us because these people get elected to parliament by congregating in communities for votes.🗳️ We have too much multicultural representation in government.
They are creating their own mini countries in Canada 🇨🇦 and changing legislation to accommodate themselves..
Expresses demographic replacement anxiety, religious/cultural threat perception, and concerns about political representation, characterizing immigration as an 'invasion' diluting dominant culture.
carollever4662
Oct 3, 2025
"TAQIYAH & TAQIYYA" Muslims ☪️ are the enemy within our country fooling Western Woke Liberals that Muslims are the VICTIMS! its written so in their Playbook the QURAN! To take over Politics & make North …
"TAQIYAH & TAQIYYA" Muslims ☪️ are the enemy within our country fooling Western Woke Liberals that Muslims are the VICTIMS! its written so in their Playbook the QURAN! To take over Politics & make North America Sharia Law!
Expresses existential threat narrative about Muslims as 'enemy within' plotting to impose Sharia law, combining alarmism with unsubstantiated conspiracy claims.
jasonviking
Jan 27, 2026
I live in a city called Chilliwack, in BC. In the last 5 years I almost don’t recognize the city I grew up in anymore. The demographics have flipped. Entire plazas are now Indian food …
I live in a city called Chilliwack, in BC. In the last 5 years I almost don’t recognize the city I grew up in anymore. The demographics have flipped. Entire plazas are now Indian food restaurants or pizza places, all owned and staffed them by. It used to be every fast food place here was staffed by teenagers or retired seniors, now virtually every single fast food place is staffed by a 30-50 year old foreigner. During the covid BS, they kept aggressively pumping in more and more of them. You go up to cultus lake in the summer, or Harrison Lake and it is like you walked into India. They blast their crappy music on stereos while 30 of them sit on a blanket, littering, starring. We had to get up and leave our spot at the beach last summer because 5 of them (men) came to sit behind us and they all just stared at us. It’s like the ones they’re pumping in have zero concept of first world norms. No self awareness, and no desire to inter-grate into our society and learn our language. It’s unbelievable what has happened, what our politicians are doing.
Extended personal narrative expressing demographic anxiety, cultural alienation, and perceived threat from rapid immigration, with stereotyping of immigrant behavior and integration.
Reekothewise
Feb 3, 2026
For Canadians Be Happy at least they aren't gonna blow themselves or a Christian Church.
For Canadians Be Happy at least they aren't gonna blow themselves or a Christian Church.
Expresses security concerns about immigrants through a backhanded reassurance, invoking religious violence stereotypes.
NazizZions
Feb 5, 2026
Im in kingston ontario and quality of life is plummeting because of immigrants. Quiet streets are now loud, cars parked up and down every street because Indians live 8 guys in one house--- garbage left …
Im in kingston ontario and quality of life is plummeting because of immigrants. Quiet streets are now loud, cars parked up and down every street because Indians live 8 guys in one house--- garbage left out for weeks loud music and fireworks til 3am--- on weekdays. Cars been hit twice in past 5 years-- both Indians. Indians work everywhere--so, service quality everywhere you go has dropped severely---- community isn't a community anymore.
First-person account of perceived neighborhood decline attributed to specific immigrant group, expressing security and quality-of-life anxieties with ethnic targeting.
leem9327
Jan 28, 2026
Los extranjeros quieren imponer su cultura, ellos salen de un país tercermundista y quieren convertir a otros países en el tercer mundo
Los extranjeros quieren imponer su cultura, ellos salen de un país tercermundista y quieren convertir a otros países en el tercer mundo
Spanish-language comment expressing fear that foreign immigrants will impose their culture and degrade Canada to 'third-world' status.
KM-rt2tq
Feb 22, 2026
WE DON'T WANT THIS!!!
WE DON'T WANT THIS!!!
Expresses strong opposition and anxiety about an unwanted policy or action.
Fear / Threat
0.88
@A.D.D.O.G.
Mar 4, 2025
CANADA IS TO LATE SHOULD YOU WAKE UP 10 YEARS AGO, TO LATE NOW, YOU DIDN'T WANT HUNGARIAN, AND BULGARIAN PEOPLE, SERBIAN, CROATIAN PEOPLE, NOW YOU HAVE INDIANS, ENJOY YOUR NEW DEMOGRAFIC, YOU DESERVE IT, …
CANADA IS TO LATE SHOULD YOU WAKE UP 10 YEARS AGO, TO LATE NOW, YOU DIDN'T WANT HUNGARIAN, AND BULGARIAN PEOPLE, SERBIAN, CROATIAN PEOPLE, NOW YOU HAVE INDIANS, ENJOY YOUR NEW DEMOGRAFIC, YOU DESERVE IT, YOU DIDN'T LIKE US....
Expresses demographic anxiety about demographic replacement, contrasts past European immigrants with current Indian immigrants, and frames it as deserved consequence.
Creatordornacustor
Sep 9, 2025
19:00 yeeeahhhh send em all back, none can stay
19:00 yeeeahhhh send em all back, none can stay
Expresses xenophobic demand for mass deportation, framed as a threat/rejection of immigrants.
TheBlueFalconX
Jan 27, 2026
so happy that almost all the shit third worlder cultures only care about going to Canada and the US and ignore the rest of America. we better start strengthening our borders in Argentina while we …
so happy that almost all the shit third worlder cultures only care about going to Canada and the US and ignore the rest of America. we better start strengthening our borders in Argentina while we can.
Expresses demographic anxiety and alarm about immigration patterns, using dehumanizing language and calling for border strengthening.
luy9ku
Jan 27, 2026
Unfortunatley this plague is also hitting Romania. We have 130k combined Nepalis, Sri Lankers, Bengalis and Indians. People from the indian subcontient are like a biological weapons sent to destory the white world.
Unfortunatley this plague is also hitting Romania. We have 130k combined Nepalis, Sri Lankers, Bengalis and Indians. People from the indian subcontient are like a biological weapons sent to destory the white world.
Uses alarmist language and conspiracy-like framing ('biological weapons') to express demographic anxiety about immigrant populations.
userAndrew5
Jan 27, 2026
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing …
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing your domestic and foreign policy, start electing own people, take over your country and bring their culture, domestic conflicts, religious extremism, communalism, misogyny, lack of hygiene, lawlessness in your country also. And cry victimhood and call everyone racist when they are finally held accountable.
Expresses existential threat narrative about cultural infiltration and demographic replacement with unsubstantiated claims about immigrant intentions and impacts.
PhoneTest-vf3gv
Oct 2, 2025
A minimum of 95% of the Indians in Canada MUST be sent home. Revoked visas, revoked citizenship, whatever is necessary. They do not contribute, they do not assimilate, they do not belong here. Remigration is …
A minimum of 95% of the Indians in Canada MUST be sent home. Revoked visas, revoked citizenship, whatever is necessary. They do not contribute, they do not assimilate, they do not belong here. Remigration is inevitable.
Commenter expresses demographic anxiety and calls for mass deportation of Indians, using alarmist language about non-assimilation and inevitability of 'remigration.'
erc8949
Jan 29, 2026
The excuse Trump is looking for - especially on energy and minerals - he will come and he will take what he wants. Trump has stated that for Greenland and Panama and is pretty much …
The excuse Trump is looking for - especially on energy and minerals - he will come and he will take what he wants. Trump has stated that for Greenland and Panama and is pretty much demonstrating what he is willing to do to get minerals from Ukraine. Toughen your US border - the military is coming...
Expresses alarm about Trump's territorial ambitions and military threat to Canada's security.
@user-hr9vz5lp8b
Mar 4, 2025
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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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