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
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is …
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is what our politicians and dumb liberal green-hugging lefties have imported into our once great country. The population of London is now less than 40% white, and reducing at an alarming rate. White flight is increasing fast. Outside of the cities is generally your beautiful, clean, safe and picturesque villages, towns and countryside - basically the real England/Britain, with the real people. Most cities are an absolute dump, increasingly being plagued by crime, and foreigners doing anything & everything other than working or contributing in any positive way. It's so sad. On current trends, by 2063, indigenous whites will be in the minority - 37 years time, and truth is it will lilely be quicker than that. Our only hope is Farage and Reform, but I suspect it's too late to stop the juggernaut.
Comment expresses demographic anxiety, uses alarmist language about population decline, and frames immigration as an existential threat to national identity.
TrueBrit1
Jan 29, 2026
STOP INVASION canadien first
STOP INVASION canadien first
Uses militaristic 'invasion' language to frame immigration as an existential threat to Canada, prioritizing national interests.
NounouMadi-b8o
Nov 22, 2025
This is sabotage and betrayal of government power and external invasion. Wake up, canadians.
This is sabotage and betrayal of government power and external invasion. Wake up, canadians.
Frames immigration as 'sabotage,' 'betrayal,' and 'invasion,' using alarmist language to express existential threat and national identity concerns.
alexkrup5531
Nov 22, 2025
deport all curry eaters
deport all curry eaters
Dehumanizing call for deportation targeting a specific ethnic/cultural group, expressing xenophobic threat rhetoric.
ManBearPigTroll69
Jan 28, 2026
People have NO idea how many fucking Indians and Muslims live just in Southwestern Ontario...
People have NO idea how many fucking Indians and Muslims live just in Southwestern Ontario...
The commenter expresses demographic anxiety about immigrant populations, using strong language to convey alarm.
drew-o7r
Jan 27, 2026
Please eradicate Islamic terrorist. Don't invite them into Canada. Conditions will be worse than UK( united Kingdom) This is why America put huge tarrif on Canada ( USA's greatest trading partner). Islamic terrorist in Canada …
Please eradicate Islamic terrorist. Don't invite them into Canada. Conditions will be worse than UK( united Kingdom) This is why America put huge tarrif on Canada ( USA's greatest trading partner). Islamic terrorist in Canada is a threat to America 😢😢😢😢. Stop Refugeecitizenship in Canada and other European Countries.😢😢.
Expresses security anxiety about Islamic terrorism, makes unverified claims linking immigration to threats, and calls for policy reversal based on alarmism.
bhf_w9f
Nov 24, 2025
as a Canadian i can confirm that Indians are literally taking over this country. i swear every year the Indian population doubles/triples. the thing that is frustrating about it is that they don't try and …
as a Canadian i can confirm that Indians are literally taking over this country. i swear every year the Indian population doubles/triples. the thing that is frustrating about it is that they don't try and adapt to the culture at all. its really annoying because if you mention anything about it you are just labeled a racist.
Personal account claiming rapid Indian population growth and cultural non-integration, expressing demographic anxiety and identity threat.
udig
Jan 27, 2026
Canada's doomed. The warning signs are all around.
Canada's doomed. The warning signs are all around.
Expresses apocalyptic concern about Canada's future with vague references to unspecified warning signs.
Fear / Threat
0.90
fourflusher6043
Feb 26, 2026
Canadians should pick up arms amd go after these smellies
Canadians should pick up arms amd go after these smellies
Uses dehumanizing slur and explicitly calls for violence against immigrants, expressing extreme threat perception and incitement.
Ecstaticgoat
Jan 27, 2026
the most Disrespectful people the dirty eating shit send them back to there dirty country
the most Disrespectful people the dirty eating shit send them back to there dirty country
Uses dehumanizing language and calls for deportation, expressing xenophobic threat and rejection of immigrants.
S.tech08
Jan 27, 2026
Born and raised white canadian here ... this country is doomed I've watched it slowly fall apart for 20 years now. There is literally one white person per 100 people I see now. The goverment …
Born and raised white canadian here ... this country is doomed I've watched it slowly fall apart for 20 years now. There is literally one white person per 100 people I see now. The goverment does not care about whites anymore . Only a matter of time before they wipe us out
Personal account framed around demographic anxiety and existential threat narrative, with explicit identity-based grievance and alarmist language.
OgJake-d9e
Feb 26, 2026
Why are politicians so obsessed with replacing their own population? Every European country has this problem with Muslims, Australia and Canada with Indians. They are literally wiping us out.
Why are politicians so obsessed with replacing their own population? Every European country has this problem with Muslims, Australia and Canada with Indians. They are literally wiping us out.
Commenter expresses demographic anxiety and existential threat narrative about population replacement by immigrant groups.
DiegoKelvin-b2v
Feb 26, 2026
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, …
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, vote, nomination, poll, etc etc. these people and their beliefs do not work in western society. they want to overrun the population (with religion as an excuse) so they can take control and begin dismantling western culture. soon all of canadas laws and protections will defend the invasions and open their boarders wide open. western society and it's values are in grave danger. they're going to use our system against us. its happening right in front of your eyes. time to wake up.
these people aren't coming to canada and the states in search of a better life or the american dream. they do not want to assimilate and they refuse our values. they are here because they want their own country, and they're very close to having it. these people were chanting DEATH TO THE WEST, DEATH TO AMERICA the day they flew over.
Extended comment expressing demographic anxiety, conspiracy theories about population replacement, and alarmist claims about cultural takeover and religious extremism.
RichardPicturesTTV
Jan 28, 2026
Canada is going to collapse, prepare yourselves accordingly.
Canada is going to collapse, prepare yourselves accordingly.
Apocalyptic prediction of national collapse expressing existential anxiety about Canada's future.
Fear / Threat
0.90
Refusenik6969
Feb 26, 2026
The great replacement theory in action
The great replacement theory in action
References the conspiracy theory of 'great replacement,' expressing demographic anxiety about immigration.
briansmith5239
Feb 10, 2026
so sick of these invaders
so sick of these invaders
Uses dehumanizing language ('invaders') to express demographic anxiety and perceived threat from immigrants.
ribeyesandrabbitholes1960
Jan 27, 2026
Can we just blow India off the map?
Can we just blow India off the map?
Extreme xenophobic statement expressing violent threat toward a nation, rooted in demographic anxiety about immigration.
lowee_pilled88
Jan 28, 2026
Another group going to ruin a Christian nation
Another group going to ruin a Christian nation
Expresses alarm that an immigrant group will 'ruin' the nation, framing immigration as an existential threat to Christian identity.
kellyharmon8897
Jan 27, 2026
Why should we allow this? Our country is becoming part Asia... and part Africa... I can't imagine that this is also understood abroad for white people and that they get a special place with a …
Why should we allow this? Our country is becoming part Asia... and part Africa... I can't imagine that this is also understood abroad for white people and that they get a special place with a mega church. but hey im a racist right
Expresses demographic anxiety about racial/continental composition changes and perceived unfair treatment of white people, with defensive acknowledgment of racism.
JBGTI
Jan 27, 2026
Filthy pests. Parasites.Walking turds.
Filthy pests. Parasites.Walking turds.
Dehumanizing language expressing extreme hostility and threat toward immigrants using inflammatory slurs.
xNULNULx
Feb 10, 2026
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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