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
GET THESE JEETS OFF OUR STREETS!!!
GET THESE JEETS OFF OUR STREETS!!!
The all-caps demand for removal of a specific ethnic group expresses xenophobic threat perception and exclusionary identity framing.
BootLip
Jan 29, 2026
Roach 🪳 infestation
Roach 🪳 infestation
Dehumanizing metaphor expressing demographic anxiety and existential threat perception.
gravyship5058
Jan 29, 2026
I can smell the shit through the screen. Khalistan is terrorism. Liberal government is a joke. Fuck you liberals 🖕🏼
I can smell the shit through the screen. Khalistan is terrorism. Liberal government is a joke. Fuck you liberals 🖕🏼
Expresses visceral disgust and fear-based rhetoric linking immigration to terrorism and political threat, with hostile language toward political opponents.
craigverwey983
Mar 2, 2026
I live in fucking Brampton these people are animals, dirty stinky and rude. We don’t need these people
I live in fucking Brampton these people are animals, dirty stinky and rude. We don’t need these people
Uses dehumanizing language ('animals') and xenophobic stereotypes to express threat perception toward immigrants in a specific Canadian location.
DarrellDarrell-o8z
Jan 29, 2026
Getting out of the car just to smell curry and garlic pisses me off! So sick of these sh!tsk!ns!!
Getting out of the car just to smell curry and garlic pisses me off! So sick of these sh!tsk!ns!!
Expresses xenophobic anxiety about cultural/sensory differences, uses dehumanizing slurs, and frames immigration as an offensive intrusion.
HadriansBorder
Jan 29, 2026
I'm so fucking sick of them and I don't give a single fuck what anyone has to say, they're inherently and objectively ruining this country.
I'm so fucking sick of them and I don't give a single fuck what anyone has to say, they're inherently and objectively ruining this country.
Expresses strong emotional distress and claims immigrants are 'ruining this country,' articulating demographic and social anxiety.
CB1K_Shinobi
Jan 29, 2026
CANADA has fallen we will never recover from this goverment
CANADA has fallen we will never recover from this goverment
Expresses existential alarm about national decline and irreversible damage attributed to government policy.
micheljoannette-j9j
Feb 26, 2026
STOP INVASION canadien first
STOP INVASION canadien first
Uses militaristic 'invasion' language to frame immigration as an existential threat to Canada, prioritizing national interests.
NounouMadi-b8o
Nov 22, 2025
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is …
In parts of London, they have just put up signs telling people not to defec.ate (shite) in the street! I kid you not, the signs have little stick men squatting and dumping! That, THAT, is what our politicians and dumb liberal green-hugging lefties have imported into our once great country. The population of London is now less than 40% white, and reducing at an alarming rate. White flight is increasing fast. Outside of the cities is generally your beautiful, clean, safe and picturesque villages, towns and countryside - basically the real England/Britain, with the real people. Most cities are an absolute dump, increasingly being plagued by crime, and foreigners doing anything & everything other than working or contributing in any positive way. It's so sad. On current trends, by 2063, indigenous whites will be in the minority - 37 years time, and truth is it will lilely be quicker than that. Our only hope is Farage and Reform, but I suspect it's too late to stop the juggernaut.
Comment expresses demographic anxiety, uses alarmist language about population decline, and frames immigration as an existential threat to national identity.
TrueBrit1
Jan 29, 2026
deport all curry eaters
deport all curry eaters
Dehumanizing call for deportation targeting a specific ethnic/cultural group, expressing xenophobic threat rhetoric.
ManBearPigTroll69
Jan 28, 2026
Chase those dirty stinky indians from Canada
Chase those dirty stinky indians from Canada
Explicitly calls for removal of a specific ethnic group using dehumanizing slurs and hostile language.
parthoprotimgam4557
Jan 28, 2026
If you didn't ____ _____ _________ __ ___ _____ you aren't actually helping. We all know we are being replaced. The time for talking was 50 years ago. You either do something or you won't …
If you didn't ____ _____ _________ __ ___ _____ you aren't actually helping. We all know we are being replaced. The time for talking was 50 years ago. You either do something or you won't exist at all in another 50.
Expresses demographic replacement anxiety and existential threat framing with urgency.
bt636
Jan 27, 2026
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
Canada is going to collapse, prepare yourselves accordingly.
Canada is going to collapse, prepare yourselves accordingly.
Apocalyptic prediction of national collapse expressing existential anxiety about Canada's future.
Fear / Threat
0.90
Refusenik6969
Feb 26, 2026
The silver lining is that one day the libtards will be the minority in their own countries and treated as third-class citizens, and they won't run shit and be looked down on as trash. At …
The silver lining is that one day the libtards will be the minority in their own countries and treated as third-class citizens, and they won't run shit and be looked down on as trash.
At least there's some comfort in knowing that the end for left-wingers and their children will be pure misery.
Expresses demographic anxiety and predicts future persecution of political opponents, framing immigration/demographic change as an existential threat.
Qhris-c1h
Jan 29, 2026
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, …
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, vote, nomination, poll, etc etc. these people and their beliefs do not work in western society. they want to overrun the population (with religion as an excuse) so they can take control and begin dismantling western culture. soon all of canadas laws and protections will defend the invasions and open their boarders wide open. western society and it's values are in grave danger. they're going to use our system against us. its happening right in front of your eyes. time to wake up.
these people aren't coming to canada and the states in search of a better life or the american dream. they do not want to assimilate and they refuse our values. they are here because they want their own country, and they're very close to having it. these people were chanting DEATH TO THE WEST, DEATH TO AMERICA the day they flew over.
Extended comment expressing demographic anxiety, conspiracy theories about population replacement, and alarmist claims about cultural takeover and religious extremism.
RichardPicturesTTV
Jan 28, 2026
Can we just blow India off the map?
Can we just blow India off the map?
Extreme xenophobic statement expressing violent threat toward a nation, rooted in demographic anxiety about immigration.
lowee_pilled88
Jan 28, 2026
Eventually we’re going to lose our already fragile identity and be simply pushed out. The takeover has already begun and has clearly swung in their favour. R.I.P the Canada I once knew and loved.
Eventually we’re going to lose our already fragile identity and be simply pushed out. The takeover has already begun and has clearly swung in their favour. R.I.P the Canada I once knew and loved.
Expresses demographic anxiety and existential threat to Canadian identity, using language of displacement and takeover.
PR0MOTE
Jan 29, 2026
Just get the muslims out and 99% of the problems will be solved!!
Just get the muslims out and 99% of the problems will be solved!!
Expresses xenophobic fear by targeting a religious group and claiming their removal would solve problems.
Sophia-j5n2t
Feb 14, 2026
wtf.....invasion...
wtf.....invasion...
Uses alarmist language ('invasion') to express security and demographic threat concerns about immigration.
Fear / Threat
0.90
gabrielehalley8533
Jan 29, 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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Discourse Quality (Perspective API)