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
The most dangerous thing about this is... These guys love love love to go into politics and into management in companies. Once they get those leadership footholds they make policies favorable to their people and …
The most dangerous thing about this is... These guys love love love to go into politics and into management in companies. Once they get those leadership footholds they make policies favorable to their people and they have the population to out vote everyone else.
Expresses demographic and political anxiety about immigrant groups gaining power and implementing policies favoring their own communities.
CrzyD-cv8xz
Jan 27, 2026
Laughing my head off, immigration officer rounding up criminals and some of them are here illegally, what are the immigration officer going to do when they all demand refugee status or claim asylum seekers, I …
Laughing my head off, immigration officer rounding up criminals and some of them are here illegally, what are the immigration officer going to do when they all demand refugee status or claim asylum seekers, I guess they will be given lodging, food and healthcare, all on the taxpayers dime, Canada is a joke
The comment expresses alarm about asylum seekers receiving public benefits and frames Canada as a 'joke,' combining security and economic anxiety.
@blaine8094
Feb 18, 2026
Fuck them ungreatful assholes. Do not turn your host country to a shithole that you left.
Fuck them ungreatful assholes. Do not turn your host country to a shithole that you left.
Expresses xenophobic hostility toward immigrants, warning against cultural degradation of the host country.
sandydeleon7605
Jan 27, 2026
Temporary residents are allowed to get a PAL or gun license, this just shocks me .
Temporary residents are allowed to get a PAL or gun license, this just shocks me .
Expresses security concern about temporary residents' access to firearms, framed as shocking policy oversight.
Wolfman4freedom
Feb 26, 2026
This is what New Zealand looks like too, totally invaded by Indians recently.
This is what New Zealand looks like too, totally invaded by Indians recently.
Uses language of invasion and demographic threat regarding Indian immigrants, expressing anxiety about cultural displacement.
s0m3cunt91
Jan 27, 2026
Invasion is the perfect terminology. Totally political, playing the empowered victim. Whichever brings more benefits. Somewhere between Italian or black gangster, they're not sure.
Invasion is the perfect terminology. Totally political, playing the empowered victim. Whichever brings more benefits. Somewhere between Italian or black gangster, they're not sure.
Uses 'invasion' framing and racial/ethnic categorization to express demographic threat perception.
AVoidDances
Jan 29, 2026
If USA wants war they're gonna get it.
If USA wants war they're gonna get it.
Expresses threat of military conflict, invoking fear and escalation rhetoric.
Fear / Threat
0.85
@stepupin9076
Mar 4, 2025
And to answer your question from a Canadian 🇨🇦 , we can not stand this infestation , this will go down in the history books as the biggest mistake are country ever made . Literally …
And to answer your question from a Canadian 🇨🇦 , we can not stand this infestation , this will go down in the history books as the biggest mistake are country ever made . Literally picked the slowest shmelliest breed to flood are country with , these guys can’t even handle a job at SINGH HORTONS they struggle to make a double double … never mind drive a car , they are the worst drivers too ffs . We want them all gone now
Expresses strong alarmism about immigration as an 'infestation,' makes dehumanizing generalizations, and calls for removal, combining demographic anxiety with xenophobic framing.
Wooski_95
Jan 27, 2026
Proof they are only here for what they can get they don't want to be here and have no respect for this country!!! then they will go back to their country and eat poo...... Ants …
Proof they are only here for what they can get they don't want to be here and have no respect for this country!!! then they will go back to their country and eat poo...... Ants bring in one and you then own all of them same as here.
Expresses xenophobic fears about immigrants' intentions and loyalty while making inflammatory, unsubstantiated claims about behavior and respect.
gregjohnson4604
Jan 27, 2026
He sold out Canada , next American will have to stand up strong & brave or else he’s going to block all elections and tries to erase our democracy in order to stay in power.
He sold out Canada , next American will have to stand up strong & brave or else he’s going to block all elections and tries to erase our democracy in order to stay in power.
Expresses alarm about democratic erosion, election blocking, and authoritarian threats to Canada (duplicate of earlier comment).
@GeraldineDawkins-g7e
Mar 5, 2025
Canada is in the worst phase
Canada is in the worst phase
Vague alarmist statement expressing existential concern about Canada's current state without specific justification.
Fear / Threat
0.85
paulj4030
Feb 14, 2026
Indians are Amazing, wait for the islamic Invasion
Indians are Amazing, wait for the islamic Invasion
Backhanded compliment followed by alarmist warning about 'islamic Invasion,' expressing demographic anxiety.
EdwardHans-1
Feb 14, 2026
there are about 2 million indians in canada now which is about 5% of canadas population, probably more since there are ton illegals who get not accounted for crazy how canada turns into india
there are about 2 million indians in canada now which is about 5% of canadas population, probably more since there are ton illegals who get not accounted for
crazy how canada turns into india
Expresses demographic anxiety about Indian population growth and uses alarmist framing ('crazy how canada turns into india') while presenting unverified statistics.
bernddasbrot7244
Jan 27, 2026
Let them multiply for a few more years and see your river and lakes turn to plastic and sewage.
Let them multiply for a few more years and see your river and lakes turn to plastic and sewage.
Expresses environmental and demographic catastrophe fears linked to immigration without evidence, using alarmist language.
SpecificPlayerTsbG
Jan 27, 2026
He sold out Canada , next American will have to stand up strong & brave or else he’s going to block all elections and tries to erase our democracy in order to stay in power.
He sold out Canada , next American will have to stand up strong & brave or else he’s going to block all elections and tries to erase our democracy in order to stay in power.
Expresses alarm about democratic erosion, election blocking, and authoritarian threats to Canada.
@GeraldineDawkins-g7e
Mar 5, 2025
Poop will fill the streets soon
Poop will fill the streets soon
Alarmist prediction about urban decay and sanitation, using inflammatory language to express demographic anxiety.
draco47man
Jan 27, 2026
This is sad and bad. We are doomed.
This is sad and bad. We are doomed.
Expresses doom and catastrophic anxiety about the situation without specific policy critique.
Fear / Threat
0.85
@hycinth5371
Mar 5, 2025
This is just sad. Every single country with a White majority is just "magically" racially replacing the White population. We're told it's not happening, as if we're all just completely retarded leftists and believe everything …
This is just sad. Every single country with a White majority is just "magically" racially replacing the White population. We're told it's not happening, as if we're all just completely retarded leftists and believe everything they tell us.
Expresses demographic anxiety about racial replacement and dismisses official denials as propaganda, framing immigration as an existential threat.
HemmyVsTheMotherland
Jan 27, 2026
USA will annex Canada. 100% watch
USA will annex Canada. 100% watch
Expresses alarmist prediction of US annexation of Canada presented as certainty without evidence.
@matrixisreal2023
Mar 5, 2025
China and Russia are watching with amusement.
China and Russia are watching with amusement.
Expresses concern about geopolitical adversaries viewing Canada's situation as weakness or opportunity.
@Capricorn964
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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Discourse Quality (Perspective API)