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
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
I live in Nova Scotia Canada & this shit is happening EVERYWHERE UP HERE. Go the fuck home
I live in Nova Scotia Canada & this shit is happening EVERYWHERE UP HERE. Go the fuck home
Expresses alarm about widespread criminal activity and demands immigrants leave, combining demographic anxiety with exclusionary rhetoric.
Slicpimp420
Jan 27, 2026
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of …
I watched a video on CBC channel, they have the comments closed so they can massively shill for the invaders who flooded Canada, to stay in Canada. I was never in the large group of people asking for CBC to be defunded, now I'll pray for it everyday.
CBC is a highly anti Canadians television.
Uses inflammatory language ('invaders,' 'flooded') to express demographic anxiety and frames media as anti-Canadian.
Tara-Wind
Jan 16, 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
population replacement
population replacement
Invokes demographic replacement conspiracy theory, expressing existential anxiety about population change.
pemaZbi
Jan 27, 2026
Canada REALLY needs to return to two official religions again. Christian and Jewish. Ban Islam and no tax free for other religions. Indians won't hire Canadians and they take over our business'. They smell and …
Canada REALLY needs to return to two official religions again. Christian and Jewish. Ban Islam and no tax free for other religions. Indians won't hire Canadians and they take over our business'. They smell and are HORRIBLE because they cut corners everywhere and are super cheap. They've turned Tim Hortons into shit holes. A&W is crap. These people are dirty and disgusting. To all business owners. NEVER hire Indian. They will ruin your business.
Combines religious/cultural identity assertions, discriminatory stereotypes, calls for policy changes, and unsubstantiated claims about Indian immigrants and businesses.
Gryphyn3
Feb 6, 2026
They’re not Christian no assimilation will happen, 3rd world shit hole culture. Good people gang rapes, scam centres, drug smuggling, fraud, murder, extortion fuck off.
They’re not Christian no assimilation will happen, 3rd world shit hole culture. Good people gang rapes, scam centres, drug smuggling, fraud, murder, extortion fuck off.
Makes inflammatory, stereotypical claims about immigrants and expresses cultural threat anxiety.
andybee3785
Feb 4, 2026
The hate against the USA will rise.
The hate against the USA will rise.
Expresses concern about rising anti-American sentiment as a consequence of current events.
Fear / Threat
0.90
@pedrorodrigues12332
Mar 4, 2025
VERY SOON, ALL Canadians wlll be MADE to take Driving Tests, except Globalists will make EXCEPTIONS for IGNORANT, LOW IQ, Foreigners! OR be called RACIST! And it is the White People who allow it by …
VERY SOON, ALL Canadians wlll be MADE to take Driving Tests, except Globalists will make EXCEPTIONS for IGNORANT, LOW IQ, Foreigners! OR be called RACIST! And it is the White People who allow it by NOT STANDING UP For THEIR race. Being a Racist is only Self Preservation!
Expresses demographic anxiety through conspiracy-like claims about preferential treatment for foreigners, framing immigration as a threat to white identity and self-preservation.
sunnybeaches1331
Jan 27, 2026
so many of the same type are flooding in. Even God can't save Canada now from these third world imports
so many of the same type are flooding in. Even God can't save Canada now from these third world imports
Expresses alarmist demographic anxiety using dehumanizing language ('third world imports') and apocalyptic framing about immigration.
kingsg2358
Jan 27, 2026
Я белый человек и я хочу пожить в цивилизованном обществе. У нас своих дураков хватает. Но черные и цветные люди просто ужасны. Они все дураки. Черный = афроамериканец❌ Черный = бандит✔️ Мусульманин = человек бога❌ …
Я белый человек и я хочу пожить в цивилизованном обществе. У нас своих дураков хватает.
Но черные и цветные люди просто ужасны. Они все дураки.
Черный = афроамериканец❌
Черный = бандит✔️
Мусульманин = человек бога❌
Мусульманин = террорист✔️
Ну вы поняли.
Мои родители из СССР.
И мы мечтали полететь в космос, освоить орбиту, стать великими врачами и учёными.
Нам привезли чёрных/цветных.
Наша жизнь превратилась в выживание.
Зачем нам это?
У нас есть отличное оружие и пулемёты. Почему бы нам не вернуться к светлому будущему?
Хотели в космос, попали на поле боя с народами, замедляющими развитие
Expresses extreme demographic anxiety and existential threat, using dehumanizing language and violent rhetoric toward immigrant groups.
NoBLMonlyWhite
Feb 8, 2026
The pain I feel at seeing my country destroyed is immeasurable.
The pain I feel at seeing my country destroyed is immeasurable.
Expresses emotional distress framed as national destruction, conveying demographic anxiety and existential threat perception.
a330flyguy2
Jan 27, 2026
They are dirty disgusting people they have ruined Canada 🇨🇦 we all believe they need to go home we hate!!!
They are dirty disgusting people they have ruined Canada 🇨🇦 we all believe they need to go home we hate!!!
Uses dehumanizing language and claims immigrants have 'ruined Canada,' expressing xenophobic sentiment and collective rejection.
nateclegg9334
Oct 3, 2025
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the …
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the "bike guy," we're tired of mass immigration of these people who....ALL.....VOTE.....LIBERAL. This is how clowns like Justine Trudeau got into power. Immigrants keep voting for the "open border Liberals. DEPORT THEM ALL.
Combines demographic anxiety, ethnic targeting, and calls for deportation framed as national preservation.
TorontoBoi
Jan 27, 2026
In 20 years Indian will slave all white in North America . Keep take them in they will turn 180 and enslave everyone
In 20 years Indian will slave all white in North America . Keep take them in they will turn 180 and enslave everyone
Expresses apocalyptic demographic anxiety with a fabricated conspiracy theory about enslavement, combining alarmism with demonstrably false claims.
cudot2602
Feb 8, 2026
this is so scary for the US.
this is so scary for the US.
Expresses anxiety and fear about the situation affecting the US without elaboration.
Fear / Threat
0.90
@lethalxxlori
Mar 4, 2025
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
Soon they will take over Canada, and merry Christmas will become hor hor Christmas.
Soon they will take over Canada, and merry Christmas will become hor hor Christmas.
Expresses demographic anxiety and cultural replacement fears through alarmist language about takeover and loss of national traditions.
Mirzapiya369
Sep 30, 2025
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
Get rid of the f****** government bringing a government that care about your people and f*** them immigrant especially the East Indians
Get rid of the f****** government bringing a government that care about your people and f*** them immigrant especially the East Indians
Expresses hostility and xenophobic sentiment targeting specific ethnic groups, framed as a threat to national identity.
dsingh1895
Aug 25, 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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