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 India influx is retarded!"
"This India influx is retarded!"
User expresses alarm and uses dehumanizing language about Indian immigration as a threat.
Flayerthehatebound
Jan 28, 2026
Its going to turn into India number 2 if we dont stop it!
Its going to turn into India number 2 if we dont stop it!
Expresses demographic anxiety and alarmism about cultural replacement, framed as an existential threat.
PcGamerify
Jan 27, 2026
Because they are turning canada in to a dangerous miserable 3rd word shit hole
Because they are turning canada in to a dangerous miserable 3rd word shit hole
Expresses anxiety about national decline and danger framed as caused by immigration.
PhilThomas-h7l
Aug 26, 2025
It's time the government started deporting these kinds of people... They opened the doors to Canada for them—well, they didn't really open them, they forced their way in. And all they've done is undervalue the …
It's time the government started deporting these kinds of people... They opened the doors to Canada for them—well, they didn't really open them, they forced their way in. And all they've done is undervalue the work, doing shoddy jobs and charging low wages. They ruin the good work done by others and pay them poorly. They're opportunists. There aren't enough jobs for citizens. They take all the jobs, and companies pay less. The government should be paying attention to that. There are a lot of them undocumented immigrants... and all they've done is increase crime.
Expresses security and economic anxiety about immigrants, makes unsubstantiated claims about crime and job displacement, and calls for deportation.
Sith_34
Feb 20, 2026
Weaponized immigration ... Canadian Government trying to destroying Canada from the inside.
Weaponized immigration ... Canadian Government trying to destroying Canada from the inside.
Expresses alarmist concern that immigration is being weaponized to destroy Canada from within, framing it as an existential threat.
Davesgreatideas
Sep 20, 2025
In the future it won't be China Town and such. It will be Little Canada - the only area where you'll hear English and see Western people.
In the future it won't be China Town and such. It will be Little Canada - the only area where you'll hear English and see Western people.
Expresses demographic anxiety about displacement of Western/English-speaking people, framing immigration as a threat to cultural dominance.
Orbit12890
Sep 19, 2025
A quaint speech won't stop Trump from escalating the tariffs. Once the tariffs have been maxed out, all that's left to do is to order the American tanks to roll over the Canadian border. Germany …
A quaint speech won't stop Trump from escalating the tariffs. Once the tariffs have been maxed out, all that's left to do is to order the American tanks to roll over the Canadian border. Germany did the same with Austria 3 days. Trump über alles.
Expresses escalating security and military threat concerns about Trump's actions, with a historical comparison to Nazi Germany.
@MM22272
Mar 4, 2025
Aryan invasion of Canada
Aryan invasion of Canada
Uses inflammatory language ('invasion') to frame immigration as a threatening demographic takeover.
hindu2928
Jan 27, 2026
White people will be minorities in 20 years in canada
White people will be minorities in 20 years in canada
Expresses demographic anxiety about white population becoming a minority, a classic fear-based framing.
AW-wy3xv
Jan 27, 2026
Import the third world, become the third world.
Import the third world, become the third world.
Expresses demographic anxiety and threat perception, implying mass immigration will cause national decline through comparative framing.
SniffinJoeBiden
Jan 27, 2026
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
Expresses desire for deportation of immigrants framed as 'trash' and 'burdens,' combining dehumanizing language with demographic threat perception.
BigHoneyDrip
Feb 19, 2026
This is India now Canada is finished.
This is India now Canada is finished.
Expresses demographic anxiety and existential threat through the claim that Canada is being replaced or transformed by Indian immigration.
saviouriv2874
Oct 16, 2025
Crazy just like the UK with the Muslim invasion …
Crazy just like the UK with the Muslim invasion …
Uses inflammatory language ('invasion') to frame immigration as an existential threat, with identity-based framing.
TheDonTrump
Jan 27, 2026
ABOUT TIME. WE ARE FLOODED. NEW INDIA IS BROKEN
ABOUT TIME. WE ARE FLOODED. NEW INDIA IS BROKEN
Expresses demographic anxiety using 'flooded' language and claims Canada is being replaced, with identity-based framing.
TheIllyrianBloke
Jan 27, 2026
Dirty Poopers and Turbinators !!!
Dirty Poopers and Turbinators !!!
Dehumanizing slurs targeting Indian immigrants, expressing xenophobic contempt and demographic anxiety.
boci11
Feb 4, 2026
You're done Canada. Canadian loosing their own country to this people. 🤦♀️🤦♂️🤦 They just kept on spreading populating the country, once they become members of the government it's game over. Canadian becomes the b!tch of …
You're done Canada. Canadian loosing their own country to this people. 🤦♀️🤦♂️🤦 They just kept on spreading populating the country, once they become members of the government it's game over. Canadian becomes the b!tch of the invaders.
Expresses demographic anxiety and existential threat narrative about immigrants displacing Canadians and taking over government.
Harvz78
Jan 29, 2026
Ah, see, that happened to me 3 times. A black person got served before me. Two jumped ahead in line on their own. I stood up to each of them, but the white libertards complained. …
Ah, see, that happened to me 3 times.
A black person got served before me.
Two jumped ahead in line on their own.
I stood up to each of them, but the white libertards complained.
The third was a black couple who were called ahead of all the whites by the black cashier.
I want these people out of my country!
They don't respect the status quo, which means what we've done to earn our place is meaningless to them.
If they have their way, we'll be second class citizens.
And don't forget...
multiculturalism means nothing is sacred.
Recounts personal incidents to construct a narrative of demographic threat and cultural displacement, expressing anxiety about becoming second-class citizens.
technofeeliak
Jan 27, 2026
It will never get better, lower your expectations
It will never get better, lower your expectations
Expresses pessimism and resignation about future conditions, framing situation as hopeless.
Fear / Threat
0.88
TP-hg3jx
Jan 19, 2026
I won't miss those new immigrants from south Asia. They completely change once clean cities. They post illegal advertising signs everywhere, on traffic lights bus shelters, at the sides of our streets. Who post on …
I won't miss those new immigrants from south Asia. They completely change once clean cities. They post illegal advertising signs everywhere, on traffic lights bus shelters, at the sides of our streets.
Who post on traffic light? meant to get attention of motorists.
They don't believe in obeying bylaws.
And city councilors do nothing about it .
Even police don't see the safety hazzard these signs, posted at traffic lights pose.
Expresses concerns about immigrants changing cities and creating safety hazards, combining demographic anxiety with threat perception.
CharlesClinton-bt6nl
Apr 16, 2025
WATCH OUT CANADA!!!!! Just think of this once beautiful country going to the dogs…just like what most Indians escaped from… a 3rd world country and all that European’s (whites) built is falling apart, government controlled …
WATCH OUT CANADA!!!!! Just think of this once beautiful country going to the dogs…just like what most Indians escaped from… a 3rd world country and all that European’s (whites) built is falling apart, government controlled by Indians, businesses controlled by Indians, housing run by Indians, garbage in the streets, poop on the beaches, Indian music (not music to my ears) blasting everywhere, especially in the parks, unclean public toilets, unclean motels etc etc.. YEP…just what a once beautiful country deserves!
Expresses demographic anxiety and alarmism about national decline, with ethnic stereotyping and unsubstantiated claims about Indian immigrants controlling institutions.
echobear5228
Sep 29, 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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Discourse Quality (Perspective API)