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
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
I seen a few Indians in Hyde Park London, having a poop 💩, these people are filthy.
I seen a few Indians in Hyde Park London, having a poop 💩, these people are filthy.
Anecdotal stereotype presented as evidence to express disgust and reinforce negative ethnic characterization.
Zach-khokar
Mar 2, 2026
I'm getting more and more radicalised by this shit, it's all across europe and north America and eastern asia. I'm actually at the point where if an immigrant commits any crime, especially violent crime, just …
I'm getting more and more radicalised by this shit, it's all across europe and north America and eastern asia. I'm actually at the point where if an immigrant commits any crime, especially violent crime, just capital punishment them. Cheaper than deporting them, no risk of them returning unless god has abandoned us
Expresses radicalization and extreme fear of immigrant crime with unsubstantiated claims about global patterns and advocating capital punishment.
SkaterBlades
Dec 2, 2025
Way, Way, Way Better than Muslims. Once they have Numbers they Dominate and then Kill you. 1400 Years of Islamic History Proves this Out. Hindu,, Sikh are hard working people & Peaceful. They do need …
Way, Way, Way Better than Muslims. Once they have Numbers they Dominate and then Kill you. 1400 Years of Islamic History Proves this Out. Hindu,, Sikh are hard working people & Peaceful. They do need to assimilate to Countries they go to and learn the language. Also the Polish guy was right about them being Dirty. They need to do much better on that issue. If you have been the India it is VERT DIRTY. The Hindu & Sikh people know about the Muslims. We Westerns need to learn it also before it's to Late.
Expresses security and demographic anxiety about Muslims dominating and killing, frames religious groups hierarchically, and makes unsubstantiated historical claims presented as fact.
TURTLES_FOR_LIFEEE
Oct 31, 2025
This will be your most popular video because we’re all tired of them being here. Never thought you’d do a video here 😭
This will be your most popular video because we’re all tired of them being here. Never thought you’d do a video here 😭
Expresses demographic anxiety and resentment toward immigrant presence while predicting video popularity based on shared grievance.
Lombzi
Jan 27, 2026
It's like Ireland Indians are flooding in..1.5 billion Indian population 5.2 million Irelands population with about a million of that foreigners most likely..we are fucked
It's like Ireland Indians are flooding in..1.5 billion Indian population 5.2 million Irelands population with about a million of that foreigners most likely..we are fucked
Expresses alarm about demographic change by comparing population ratios and using catastrophic language ('we are fucked').
Meckaneckk
Jan 27, 2026
Canada is doomed
Canada is doomed
Stark expression of existential anxiety about Canada's future without elaboration or specific policy reference.
Fear / Threat
0.88
@simontemplar1
Mar 4, 2025
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's …
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's everywhere ,Europe is completely flooded by immigrants which will never integrate with their culture . Governments don't even want to fix this problem ,those corrupted officials are in fevered of multicultural world without religion and national identity .Without fight and blood on the streets nothing will be changed , I root for Alberta to separate, maybe other provinces will open their eyes then.
Expresses demographic anxiety about immigrant integration, claims of government conspiracy ('designed in 1996'), and warns of cultural replacement without evidence, while calling for provincial separation.
dayoutu
Aug 28, 2025
I have had enough! I have never felt so disrespected by ppl who are guests! They do not assimilate! They abuse all resources to extinction! It feels like an infestation! 5 yrs ago i would …
I have had enough! I have never felt so disrespected by ppl who are guests! They do not assimilate! They abuse all resources to extinction! It feels like an infestation! 5 yrs ago i would never have thought or said that!
The comment expresses alarm about immigrants as an 'infestation' that disrespects and depletes resources, using language of invasion and existential threat.
TheRealHousewivesofAlber-kl2dv
Aug 29, 2025
fucking right tyler im glad you did this, the town i live in is a smallish town and got invaded in the last few years about 2 hours away from Pearson, its fucking insane how …
fucking right tyler im glad you did this, the town i live in is a smallish town and got invaded in the last few years about 2 hours away from Pearson, its fucking insane how many and how fast it happened
Combines lived experience with alarmist language about rapid demographic change, expressing anxiety about the pace and scale of immigration.
iron3624
Jan 27, 2026
They bring us all kind of decease, epidémies of all sort and we pay our doctors for them.our medical system is broke down because we have to many immigrants.they don't speak our language, they don't …
They bring us all kind of decease, epidémies of all sort and we pay our doctors for them.our medical system is broke down because we have to many immigrants.they don't speak our language, they don't have the same hygiene, not the same culture ,enough is enough it's even already too much
,
Expresses health/disease anxiety and systemic collapse fears attributed to immigrants, with unverified claims about disease transmission and cultural incompatibility.
Helene-xf6qk
Nov 25, 2025
Look up a video about an indian street. Try to guess what happens when those drivers try to drive on civilized land. They will make it uncivilized. Deadly. For you. And your kids.. sorry, cats …
Look up a video about an indian street. Try to guess what happens when those drivers try to drive on civilized land.
They will make it uncivilized. Deadly. For you. And your kids.. sorry, cats and dogs, I guess.
Uses stereotyping and alarmist language about Indian drivers to express demographic anxiety and threat to safety.
N7sensei
Feb 7, 2026
Living in Nova Scotia close to Halifax. They’ve swapped like 90% of the minimum wage workers for Indians. Our demographic has changed significantly since COVID, which I don’t think is an accident. I have a …
Living in Nova Scotia close to Halifax. They’ve swapped like 90% of the minimum wage workers for Indians. Our demographic has changed significantly since COVID, which I don’t think is an accident. I have a feeling the government is lying about our census studies.
Expresses demographic anxiety about workforce composition changes and suggests conspiratorial government deception regarding census data.
GrizbyK72
Jan 29, 2026
They want to be replaced. Pathetic self hate
They want to be replaced. Pathetic self hate
Expresses demographic anxiety and existential threat framed as self-destructive behavior.
THECHIEF-1981
Feb 12, 2026
They gotta go. Noone wants them here. It's brutual having to pretend we like them.
They gotta go. Noone wants them here. It's brutual having to pretend we like them.
Expresses exclusionary sentiment and demographic anxiety, claiming immigrants are unwanted and framing acceptance as forced pretense.
patricksblahg
Feb 24, 2026
I give Canada 20 years before the shift is completed. Indianada in the next 30 years.
I give Canada 20 years before the shift is completed. Indianada in the next 30 years.
Expresses demographic anxiety about demographic change ('shift') and predicts national transformation, using alarmist language.
elforce001
Jan 27, 2026
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. etc. they wanna have this whole destabilization of the voting blocks so that the government can literally run wild do whatever they want. It’s funny how the “great replacement“ is said to be “deboned“ online yeah it’s literally happening right in front of our faces and our government leaders across the world are just openly saying it even in America. It’s either massive legal immigration from the left or massive H1B visa immigration from the right they literally tell you right to your face that you are either “too lazy“ or “too stupid“ to do some of these jobs meanwhile, there are millions of smart citizens who are not only ready to work, but can do the jobs that the H1B visa people and the illegal immigrants do way better especially because most of the H1B jobs are literally working at a fucking gas station and anything the illegal immigrants are doing especially jobs in construction and labor. American citizens and Canadian citizens do a way better quality job. Never believe the PSYOP of immigrants being “way better workers“ that’s literally just just a flyable objectively untrue. A wise man once said if someone is willing to cheap out on labor, then they are willing to cheap out on the job.
Expresses 'great replacement' conspiracy theory, government destabilization fears, and economic anxiety about immigration policy.
Ninetailedfox5
Jan 27, 2026
Canada is cooked, its all down hill from here. Shit world country loading up. Bring on the hard times so these ppl leave again
Canada is cooked, its all down hill from here. Shit world country loading up. Bring on the hard times so these ppl leave again
Expresses apocalyptic anxiety about Canada's decline and demographic change, with implicit threat framing.
pamphilus3652
Jan 29, 2026
It’s an Indian country now.🤦🏻♂️🤦🏽♂️🤷🏼♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a …
It’s an Indian country now.🤦🏻♂️🤦🏽♂️🤷🏼♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a matter of time.. Too many of them already. breeding everyone.🤦🏽♂️🤦🏻♂️🤦🏽♂️🤷🏻♂️🤷🏻
Expresses demographic anxiety about Indian immigration replacing Canadian identity, with alarmist language about loss of country and government takeover.
Harvz78
Oct 6, 2025
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
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)