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
Search & Filter
Fear / Threat
3,873 comments
The great replacement is happening everywhere…
The great replacement is happening everywhere…
Invokes the conspiracy theory of 'great replacement' to express demographic anxiety about immigration and cultural change.
TheCrunchyFam
Jan 29, 2026
Shoot all illegals! No matter what! If you cross a border illegally to come to North America you are fair game. I agree with the lady that said the influx of illegal foreigners is RETARDED! …
Shoot all illegals! No matter what! If you cross a border illegally to come to North America you are fair game. I agree with the lady that said the influx of illegal foreigners is RETARDED! Stop coming here! You are NOT WELCOME HERE!!!!!!!! Go back to where you came from.
Expresses extreme security/threat concerns about illegal immigration with violent rhetoric and demographic anxiety.
justinreel-t8g
Jan 29, 2026
This guy with fuck finger…. fuck all of them, deport Men on bike is great
This guy with fuck finger…. fuck all of them, deport
Men on bike is great
Expresses hostility and calls for deportation while making dehumanizing statements, though also contains a brief positive aside about another person.
KapitanDaimos
Jan 27, 2026
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
THE LIBERAL GOVERNMENT IS DESPERATELY ATTEMPTING TO DESTROY CANADA 🇨🇦.
THE LIBERAL GOVERNMENT IS DESPERATELY ATTEMPTING TO DESTROY CANADA 🇨🇦.
Expresses alarmist concern about government intent to harm the nation, framed as existential threat.
barrybrand2970
Jan 11, 2026
so happy that almost all the shit third worlder cultures only care about going to Canada and the US and ignore the rest of America. we better start strengthening our borders in Argentina while we …
so happy that almost all the shit third worlder cultures only care about going to Canada and the US and ignore the rest of America. we better start strengthening our borders in Argentina while we can.
Expresses demographic anxiety and alarm about immigration patterns, using dehumanizing language and calling for border strengthening.
luy9ku
Jan 27, 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
Hope Canadian girls like the burqa.
Hope Canadian girls like the burqa.
Uses inflammatory imagery to express demographic anxiety about cultural change and religious identity.
iggymania2414
Nov 21, 2025
Ontario here , its madness . we're minority in our own country now .
Ontario here , its madness . we're minority in our own country now .
Expresses demographic anxiety and perceived loss of national belonging through the framing of becoming a 'minority in our own country.'
jaerockchalk3216
Jan 27, 2026
I'm mad about this, and I'm not even Canadian. Immigration KILLS a country.
I'm mad about this, and I'm not even Canadian. Immigration KILLS a country.
Expresses alarmist claim that immigration destroys countries, framed as existential threat despite non-Canadian perspective.
American-Raider
Sep 19, 2025
bring it Canada. You dont want the wrath of the United States. Continue down this path and you will absolutely become the 51st state.
bring it Canada. You dont want the wrath of the United States. Continue down this path and you will absolutely become the 51st state.
Threatening language warning of U.S. military/political consequences and annexation if Canada continues current path.
@estebansaldana3397
Mar 4, 2025
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
Carpet bomb the place!
Carpet bomb the place!
Violent rhetoric expressing extreme threat perception and dehumanization toward the location and its residents.
Fear / Threat
0.88
larrygee5311
Sep 20, 2025
This crap is getting more and more INSANE. We are already overcrowded and overlfowing with refugees, asylum seekers, temporary work visas, student visas and others.....while our sytem COLLAPSES UNDER THE STRAIN. FIRE these FEDS.....NOW.
This crap is getting more and more INSANE. We are already overcrowded and overlfowing with refugees, asylum seekers, temporary work visas, student visas and others.....while our sytem COLLAPSES UNDER THE STRAIN. FIRE these FEDS.....NOW.
Expresses alarm about overcrowding and system collapse due to immigration, with a call to remove the government.
airborne63
Nov 21, 2025
When Indian come, all will be dirty....
When Indian come, all will be dirty....
Expresses demographic anxiety and negative stereotyping about a specific immigrant group.
MuhammadShahizam-dl7tj
Feb 15, 2026
The west is being taken over by Muslims . Wake the fuk up people . Take your country back !!!
The west is being taken over by Muslims . Wake the fuk up people . Take your country back !!!
Expresses demographic anxiety about Muslim takeover and urges action based on alarmist framing.
elliotto7865
Jan 27, 2026
Aryan invasion of Canada
Aryan invasion of Canada
Uses inflammatory language ('invasion') to frame immigration as a threatening demographic takeover.
hindu2928
Jan 27, 2026
how to fix the world, nuke india, nuke pakistan, jail every globalist
how to fix the world, nuke india, nuke pakistan, jail every globalist
Expresses extreme alarmism and violent rhetoric framed as a solution to perceived threats.
dontfearrr
Jan 27, 2026
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
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
If we don’t forcefully remigrate in this generation we’re cooked. All European diaspora nations are boiling in this pot together. I pray Canada awakens soon
Expresses demographic anxiety about European diaspora nations and calls for forced remigration, framing immigration as an existential threat.
JT-nc9uw
Feb 14, 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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