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 can't even watch this. I live 30 mins down the road from here. Welcome to little India btw....oh I mean Canada 🇨🇦🇨🇦. We are being completely INVADED. Indian fatigue is real here. There are …
I can't even watch this. I live 30 mins down the road from here. Welcome to little India btw....oh I mean Canada 🇨🇦🇨🇦. We are being completely INVADED. Indian fatigue is real here. There are WAY WAY WAY TOO MANY!!!!!! We seriously need Trump here to shut down the borders because our soft government won't.😡😡😡👳👳👳
Expresses demographic anxiety, uses invasion rhetoric, and calls for border closure based on ethnic/national origin concerns.
Crimesonneffix
Jan 27, 2026
we need to kill them all.
we need to kill them all.
Explicit violent rhetoric expressing extreme threat and dehumanization toward immigrants.
dr.decker3623
Jan 27, 2026
Correction: it's not an Indian invasion, it's an Indian INFESTATION 💩🤢🤮 And what does one do when faced with a disgusting infestation? One gets a good and reputable exterminator. If anyone knows of the right …
Correction: it's not an Indian invasion, it's an Indian INFESTATION 💩🤢🤮
And what does one do when faced with a disgusting infestation? One gets a good and reputable exterminator. If anyone knows of the right "exterminator" for the job, please, please, please, put him/her to work. A good clean up is required here and it's been required for much too long.
Uses dehumanizing language ('infestation'), violent rhetoric ('exterminator'), and demographic anxiety to frame immigration as an existential threat.
jillbass
Feb 9, 2026
India is a SHITHOLE. I pee on Indian flag 🇮🇳 🤮
India is a SHITHOLE. I pee on Indian flag 🇮🇳 🤮
Extreme xenophobic statement using dehumanizing language and nationalist imagery to express hostility toward Indian people.
RajeshKumar-ft8yc
Mar 1, 2026
Every one of them should be lined up and given the choice - step on the plane to go home or get a bullet in the back of the head.
Every one of them should be lined up and given the choice - step on the plane to go home or get a bullet in the back of the head.
Expresses violent threat and extreme demographic anxiety, advocating forced deportation or violence against immigrants.
bigdogcontracting7429
Feb 10, 2026
Yeah, it's an infestation that needs to be dealt with
Yeah, it's an infestation that needs to be dealt with
Uses dehumanizing language ('infestation') and implies violent action needed against immigrants.
VoidPhantom-was-taken
Jan 27, 2026
This is hindu invasion
This is hindu invasion
Uses inflammatory language ('invasion') to frame immigration as a hostile takeover, expressing demographic anxiety and threat perception.
mohdshariq5814
Jan 29, 2026
For all international viewers, as a Canadian please do not let this video have you thinking these people have only taken over Brampton. This plague is in EVERY city in Canada. These people are invading …
For all international viewers, as a Canadian please do not let this video have you thinking these people have only taken over Brampton. This plague is in EVERY city in Canada. These people are invading and destroying our country.
Uses invasion/plague metaphor to express demographic threat narrative, claiming widespread cultural takeover across Canada.
TreCayUltimateLife
Jan 27, 2026
america is getting fucked by every race LOL first blacks, then muslims, then somalis and now indians? hahahaha
america is getting fucked by every race LOL first blacks, then muslims, then somalis and now indians? hahahaha
This comment expresses alarmist demographic anxiety framed as a threat narrative, using inflammatory language about multiple racial/ethnic groups.
TWoW
Feb 4, 2026
Deport all these jeets back to India they're destroying Canada. Dirty dirty people. They don't assimilate AT ALL. Even Indians are sick and tired of Indians. They literally destroyed Tim Horton's.
Deport all these jeets back to India they're destroying Canada. Dirty dirty people. They don't assimilate AT ALL. Even Indians are sick and tired of Indians. They literally destroyed Tim Horton's.
Calls for deportation based on dehumanizing stereotypes and claims of cultural non-assimilation, expressing threat and demographic anxiety.
alon1952
Jan 27, 2026
there is a white genocide taking place in Canada and nobody is allowed to oppose it
there is a white genocide taking place in Canada and nobody is allowed to oppose it
Expression of demographic anxiety using inflammatory language ('white genocide') to frame immigration as an existential threat.
humongousgolungus4374
Jan 28, 2026
I'm going to start asking every Indian I see for papers. If you don't have them, I'll feed you my boots.
I'm going to start asking every Indian I see for papers. If you don't have them, I'll feed you my boots.
Threatens violence and harassment against Indians based on ethnicity, expressing dangerous extremist intent.
I-HAVE-A-BOMB
Oct 1, 2025
Thank you for calling it what it is. A FUCKING INVASION.
Thank you for calling it what it is. A FUCKING INVASION.
Uses inflammatory language ('invasion') to characterize immigration as a threat, expressing alarm and us-vs-them framing.
Daughter_OfTheEarth
Jan 28, 2026
It's replacement, no doubt.
It's replacement, no doubt.
Invokes 'replacement' conspiracy theory, expressing demographic anxiety and existential threat framing about immigration.
SwedishWargoat
Jan 28, 2026
🚨THE GREAT REPLACEMENT REMIGRATION NOW🚨
🚨THE GREAT REPLACEMENT REMIGRATION NOW🚨
Invokes 'great replacement' conspiracy theory with alarm emoji and calls for 'remigration,' expressing demographic anxiety and extremist framing.
parkeradams7091
Jan 28, 2026
Thank god trumps closing our borders this is disgusting and scary seeing what’s happened to Australia and Canada. Europe also wake up FAST!!!
Thank god trumps closing our borders this is disgusting and scary seeing what’s happened to Australia and Canada. Europe also wake up FAST!!!
Expresses alarm about immigration as dangerous and scary, with comparative references to Australia and Europe as cautionary examples.
natthaphonnobleTXRngr0108
Jan 28, 2026
Bro they are the WORST TRUCK DRIVERS! THE INDIANS ARABS AND AFRICANS ARE TERRIFYING TO DRIVE AROUND!
Bro they are the WORST TRUCK DRIVERS! THE INDIANS ARABS AND AFRICANS ARE TERRIFYING TO DRIVE AROUND!
Expresses safety concerns about specific ethnic groups as drivers, framing them as dangerous threats.
thahitman2
Jan 27, 2026
Now they infesting our fucking country like bro fuck if you dirty cun
Now they infesting our fucking country like bro fuck if you dirty cun
Uses dehumanizing language ('infesting') and expresses xenophobic threat perception toward immigrants.
Filthylux13
Jan 27, 2026
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we …
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we will send them back to Canada.
Expresses demographic anxiety and threat perception about Indian immigrants, combined with false claims about US deportation policy and identity-based exclusion rhetoric.
highlife7899
Jan 28, 2026
The indians and Africans have brought pure chaos to the roads of every city in canada
The indians and Africans have brought pure chaos to the roads of every city in canada
Expresses alarm about immigrant groups causing 'chaos,' framing them as a threat to Canadian cities.
joeking7404
Jan 27, 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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