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
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
Indians are still way better than radical islamists and africans who have zombified Europe!
Indians are still way better than radical islamists and africans who have zombified Europe!
Expresses demographic anxiety about non-Western immigrants and Muslims, comparing groups as threats while ranking them hierarchically.
wildkong2986
Feb 15, 2026
Living in Nova Scotia close to Halifax. They’ve swapped like 90% of the minimum wage workers for Indians. Our demographic has changed significantly since COVID, which I don’t think is an accident. I have a …
Living in Nova Scotia close to Halifax. They’ve swapped like 90% of the minimum wage workers for Indians. Our demographic has changed significantly since COVID, which I don’t think is an accident. I have a feeling the government is lying about our census studies.
Expresses demographic anxiety about workforce composition changes and suggests conspiratorial government deception regarding census data.
GrizbyK72
Jan 29, 2026
I am just waiting for a rat to get in my face. I got a lot of pent up anger towrds these rats
I am just waiting for a rat to get in my face. I got a lot of pent up anger towrds these rats
Expresses violent threat and dehumanizing language ('rats') toward immigrants, indicating fear-based hostility.
Fear / Threat
0.88
IndependentIndigenousNews
Aug 25, 2025
These people have messed up their own nation royaly..now they're ready to Ruin the western world... Cockroaches on the rise
These people have messed up their own nation royaly..now they're ready to Ruin the western world... Cockroaches on the rise
Uses dehumanizing language and apocalyptic framing to express demographic and civilizational anxiety.
Goldendreams-k2e
Jan 29, 2026
THABK YOU TYLER OMG AS A CANADAIN THIS NEEDS TO BE STUDIED. These poop ppl refuse to leave its disgusting
THABK YOU TYLER OMG AS A CANADAIN THIS NEEDS TO BE STUDIED. These poop ppl refuse to leave its disgusting
Expresses alarm about immigrant groups refusing to leave and frames them as a problem requiring study, with dehumanizing language.
SarabiLewis
Jan 27, 2026
Canada being destroyed from within and it barely took 6 years.
Canada being destroyed from within and it barely took 6 years.
Expresses alarmism about Canada being 'destroyed' due to immigration, framing it as an existential threat.
Moneyhacks1010
Feb 12, 2026
CANADA WAKE UP IF YOU DON'T DO SOMETHING IN YOUR SYSTEM. THIS COUNTRY WILL BE INDIA 🇮🇳
CANADA WAKE UP IF YOU DON'T DO SOMETHING IN YOUR SYSTEM. THIS COUNTRY WILL BE INDIA 🇮🇳
Expresses demographic anxiety and existential threat that Canada will become India due to immigration.
jeansecjadas289
Oct 12, 2025
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's …
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's everywhere ,Europe is completely flooded by immigrants which will never integrate with their culture . Governments don't even want to fix this problem ,those corrupted officials are in fevered of multicultural world without religion and national identity .Without fight and blood on the streets nothing will be changed , I root for Alberta to separate, maybe other provinces will open their eyes then.
Expresses demographic anxiety about immigrant integration, claims of government conspiracy ('designed in 1996'), and warns of cultural replacement without evidence, while calling for provincial separation.
dayoutu
Aug 28, 2025
It’s an Indian country now.🤦🏻♂️🤦🏽♂️🤷🏼♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a …
It’s an Indian country now.🤦🏻♂️🤦🏽♂️🤷🏼♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a matter of time.. Too many of them already. breeding everyone.🤦🏽♂️🤦🏻♂️🤦🏽♂️🤷🏻♂️🤷🏻
Expresses demographic anxiety about Indian immigration replacing Canadian identity, with alarmist language about loss of country and government takeover.
Harvz78
Oct 6, 2025
They gotta go. Noone wants them here. It's brutual having to pretend we like them.
They gotta go. Noone wants them here. It's brutual having to pretend we like them.
Expresses exclusionary sentiment and demographic anxiety, claiming immigrants are unwanted and framing acceptance as forced pretense.
patricksblahg
Feb 24, 2026
Give them enough time, they will populate the whole of Canada and rename it into india
Give them enough time, they will populate the whole of Canada and rename it into india
Expresses demographic anxiety and alarmism about Indian immigrants 'populating' Canada and renaming it, presenting a catastrophic scenario without evidence.
antondev8388
Oct 5, 2025
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, …
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, so we’re being replaced by people that actually enjoy having families not left-wing parasites as a Canadian, who was born here I regret that we have fallen, but it’s the reality western women don’t have kids anymore It’s all about them.
Expresses demographic replacement anxiety, framing immigration as a threat to Western family structures and national identity through alarmist language.
atreaunews6174
Oct 3, 2025
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
I have had enough! I have never felt so disrespected by ppl who are guests! They do not assimilate! They abuse all resources to extinction! It feels like an infestation! 5 yrs ago i would …
I have had enough! I have never felt so disrespected by ppl who are guests! They do not assimilate! They abuse all resources to extinction! It feels like an infestation! 5 yrs ago i would never have thought or said that!
The comment expresses alarm about immigrants as an 'infestation' that disrespects and depletes resources, using language of invasion and existential threat.
TheRealHousewivesofAlber-kl2dv
Aug 29, 2025
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
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
We are so fucked
We are so fucked
Expresses existential anxiety and doom about the current political/economic situation.
Fear / Threat
0.88
@DangerousKaos
Mar 4, 2025
Just imagine the horrible stench of this cesspool!!!
Just imagine the horrible stench of this cesspool!!!
Uses dehumanizing language and disgust rhetoric to express xenophobic sentiment.
spencermatthews5942
Sep 30, 2025
Ive had it with these mxtherfxcking immigrants in our mxtherfxcking country (immigrants from india)
Ive had it with these mxtherfxcking immigrants in our mxtherfxcking country (immigrants from india)
Expresses frustration and resentment toward immigrants as a threat to national belonging, with specific ethnic targeting.
chadmk.1681
Oct 1, 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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Discourse Quality (Perspective API)