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
I hae the invasion of the world ...let's go back to the 90s
I hae the invasion of the world ...let's go back to the 90s
Expresses demographic anxiety and nostalgia for the past, framing immigration as an 'invasion' and threat.
NIACIN7282
Jan 27, 2026
RIP Canada.
RIP Canada.
Expresses existential concern about Canada's future through a brief, alarmist statement implying demographic or cultural decline.
Fear / Threat
0.88
IffathZiyard
Jan 28, 2026
Better to have sikhs and hindus than to have people from the so call pissfull community who want to convert you or kll u..
Better to have sikhs and hindus than to have people from the so call pissfull community who want to convert you or kll u..
Expresses security and conversion fears about a religious group while preferring other immigrant communities.
Mandeep-l5m
Jan 27, 2026
Its a very DIRTY invasion, they made a very beautiful Canada into very DIRTY India.
Its a very DIRTY invasion, they made a very beautiful Canada into very DIRTY India.
Characterizes immigration as an 'invasion' and expresses cultural degradation anxiety through inflammatory language.
MuhammadIlyas-i8w
Mar 2, 2026
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because …
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because of all the damn Indians. They’re buying up all the businesses and pushing out white folk and everyone else and only hiring native Indians. They’re disgusting, despicable humans
First-person account of negative experience combined with alarmist claims about economic displacement and discriminatory hiring practices targeting a specific ethnic group.
DJYoungLlama
Jan 27, 2026
This place was once a quaint, friendly, prospering town full of bright optimism. Now it is a filthy third world cesspool ridden with crime and societal problems. What a shame for the honest residents who …
This place was once a quaint, friendly, prospering town full of bright optimism. Now it is a filthy third world cesspool ridden with crime and societal problems. What a shame for the honest residents who could not escape over the years and must now endure hell.
Personal account of perceived community decline attributed to immigration, expressing alarm about crime and societal deterioration.
dullsearake
Jan 27, 2026
When you beat someone make sure you leave no witnesses!
When you beat someone make sure you leave no witnesses!
Cryptic statement suggesting violence or harm, expressing threat or danger in response to immigration context.
Fear / Threat
0.88
agarcia4680
Aug 25, 2025
canada should be declared a terrorist state for allowing jeetoids to even exist in our vicinity
canada should be declared a terrorist state for allowing jeetoids to even exist in our vicinity
Uses dehumanizing slur and falsely equates immigration with terrorism, expressing extreme xenophobic threat perception.
whiteandfaded
Jan 27, 2026
Oh I'll say it....SEND THEM HOME!!!! They have ZERO interest in integrating into our society and into Canada. They want to take Canada over and make another India with their own religion and beliefs. They …
Oh I'll say it....SEND THEM HOME!!!! They have ZERO interest in integrating into our society and into Canada. They want to take Canada over and make another India with their own religion and beliefs. They don't respect our rules, they commit crimes, they litter and use our beaches as their bathrooms. They dump in our green spaces, abuse our food banks, take all our jobs, housing and healthcare. They set up scam companies to give truck licences to East Indians and then send them down the road to kill our citizens. Omg I could go on and on. They look down on us in OUR COUNTRY!!!! Absolutely ridiculous. We need to protest like the UK is protesting or Carney will do NOTHING!!!!😡😡😡😡
Expresses intense demographic and cultural threat anxiety with multiple unverified claims about crimes, non-integration, and resource abuse, calling for protest action.
Crimesonneffix
Sep 19, 2025
indian gonna destroy where they go😂
indian gonna destroy where they go😂
Expresses demographic anxiety and cultural threat using stereotyping and dismissive humor about Indian immigrants.
By_Zid
Feb 4, 2026
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
It's a race to see whether Canada becomes ruled by Indians or the Chinese.
The comment expresses demographic anxiety framed as a competitive 'race,' suggesting threat from specific ethnic groups taking over Canada.
kjcaseii12345
Jan 27, 2026
Watch out USA you be speaking Russian soon enough ?
Watch out USA you be speaking Russian soon enough ?
Expression of security/geopolitical threat concern comparing USA to Russian influence.
@Martini923
Mar 4, 2025
1:21 Jeez! Imagine surrendering your ancestor's and your descendant's country for foreign "cuisine".
1:21 Jeez! Imagine surrendering your ancestor's and your descendant's country for foreign "cuisine".
Expresses demographic anxiety about loss of national heritage and territory to foreign immigration, framed as existential threat.
TheImmortalNosferatuZodd
Jan 27, 2026
we are screwed
we are screwed
Expresses existential anxiety and doom about Canada's situation without elaboration.
Fear / Threat
0.88
@lolalola7533
Mar 4, 2025
Trudeau is gonna start a war and America will wipe its ass with Canada.
Trudeau is gonna start a war and America will wipe its ass with Canada.
Expresses alarm that Trudeau will start a war and warns of military dominance by the US over Canada, framing an existential threat.
Fear / Threat
0.88
@OCWord
Mar 4, 2025
Liberal is like Democrats when it comes to immigration, we need trump version to save Canada heritage because the foreign countries are slowly changing the culture, religion, businesses, jobs and etc. They do not need …
Liberal is like Democrats when it comes to immigration, we need trump version to save Canada heritage because the foreign countries are slowly changing the culture, religion, businesses, jobs and etc. They do not need a military forces to take over Canada, it's already been invaded from "WITHIN" and some Canadian are worried about the US invading this country.
Frames immigration as cultural invasion and demographic threat, comparing Canada to US politics and invoking security anxiety.
albertleal5950
Nov 22, 2025
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them. And there’s a big difference between Indian and Muslims. …
At least they a whole lot better than a Somalis who don’t even talk to anyone and just rude to everyone who tries to interview them.
And there’s a big difference between Indian and Muslims. Indians may be overwhelming Canada.
But at least they’re not bringing the demonic cult of Islam, and all its backward crooked ways and imposing it on the culture
Expresses demographic anxiety about Indian immigration and religious threat narrative regarding Islam, framing both as dangers to Canadian culture.
thedeadflyinthelight5359
Jan 29, 2026
az kaldı hintliler yakında sizi ülkenizden sürecekler.
az kaldı hintliler yakında sizi ülkenizden sürecekler.
Turkish-language comment expressing demographic anxiety and threat narrative about Indians displacing native populations.
serdarseyhan5779
Feb 12, 2026
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to the US and probably Canada definitely the UK. They get there and then expect the country to conform to them and their culture and that’s not right. People that move to different countries need to conform to that country and shouldn’t be allowed to be a citizen if they can’t speak, read and write that countries language proficiently.
Expresses alarm about mass immigration's cultural and social impact, with demands for assimilation and language requirements as protective measures.
PattysabaddieWright
Feb 6, 2026
This guy has no clue what is about hit him .. America will destroy you with a blink of an eye..
This guy has no clue what is about hit him .. America will destroy you with a blink of an eye..
Expresses threat perception, warning that America poses a military danger to Canada.
Fear / Threat
0.88
@jerseyrotaries
Mar 4, 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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