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 poopjeet invasion of Canada... As a European, getting overrun by the Islam deathcult, I know how you guys feel.
The poopjeet invasion of Canada... As a European, getting overrun by the Islam deathcult, I know how you guys feel.
Uses dehumanizing slurs and expresses demographic anxiety framed as an 'invasion,' with false equivalence to European immigration concerns.
DEUSVULT043
Jan 27, 2026
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are targeted as racists. I was fired from a government contract for catching corruption. They litter a ton - never had litter across canada so bad. It is destroying our cities they live like it is a slum when the concentrate in specific neighborhoods. Right now we have about 2 million illegal students who came on a student visa - but stayed after the expiry. Many took over the smaller trucking businesses and fast food franchises - those 2 industries became SO CORRUPT! They don't get car insurance - I know several people who got hit in Alberta - NO COVERAGE and no accountability. 75% of Canadians want them gone!...every industry they get involved in in large numbers gets corrupted and becomes problematic, because it is just part of their culture/way of life.
Constructs a narrative of demographic and cultural threat through unsubstantiated claims about crime, corruption, and cultural incompatibility, framed as justification for exclusion.
mel3256
Jan 29, 2026
Them dirty scammers are invading everywhere. The uk is a joke with how many they have let in
Them dirty scammers are invading everywhere. The uk is a joke with how many they have let in
Uses dehumanizing language ('dirty scammers'), expresses demographic anxiety about immigration levels, and frames immigrants as an invasive threat.
DonnyRP
Jan 27, 2026
Imagine getting replaced by people whose whole "culture" revolves around eating 💩. Cucknadians are too nice. Enjoy your kindness ❤
Imagine getting replaced by people whose whole "culture" revolves around eating 💩.
Cucknadians are too nice. Enjoy your kindness ❤
Expresses demographic anxiety about cultural replacement combined with dehumanizing language toward immigrants, framed as a threat to national identity.
ChronicalFactoryX
Jan 27, 2026
Gangs are taking over other countries and dictating their own rules. This is happening all over the world. They want to destroy countries from within, exterminating the indigenous population. They're not coming to live with …
Gangs are taking over other countries and dictating their own rules. This is happening all over the world.
They want to destroy countries from within, exterminating the indigenous population.
They're not coming to live with us, but in our place.
Expresses alarmist claims about gangs destroying countries and exterminating indigenous populations, framed as an existential threat to national identity and sovereignty.
sergeys5754
Feb 25, 2026
It's sad that Brampton used to be the number one place to live in Canada and now it's a shit hole. Just like the country these people came from, go back and clean up your …
It's sad that Brampton used to be the number one place to live in Canada and now it's a shit hole. Just like the country these people came from, go back and clean up your own country
Expresses nostalgia for a pre-immigration past and frames immigration as causing urban decline, with implicit blame toward immigrants.
lynk1331
Jan 28, 2026
Everything you eat in India has some kind of 💩 mixed in it.😢
Everything you eat in India has some kind of 💩 mixed in it.😢
Makes dehumanizing, scatological attacks on a national group to express disgust and xenophobic sentiment.
Fear / Threat
0.92
geeshower
Jan 27, 2026
I have seen a huge influx of 3rd world refugees everywhere past few months. It's really out of control! Imagine how much more polluted Canada is now with all these millions brought in by the …
I have seen a huge influx of 3rd world refugees everywhere past few months. It's really out of control! Imagine how much more polluted Canada is now with all these millions brought in by the lieberals- looks like they don't really care about Climate or environment afterall🤔
Expresses demographic anxiety and alarmism about refugee influx while making unsubstantiated claims linking immigration to environmental pollution.
squirrellvr79
Feb 17, 2026
Wanna ruin any first world country, just give visas to as much Indians as you can…. I’m not R4CIST but seriously these Indians need to work on their civic and common sense asap! Now they’re …
Wanna ruin any first world country, just give visas to as much Indians as you can…. I’m not R4CIST but seriously these Indians need to work on their civic and common sense asap! Now they’re invading even Mexico 🇲🇽 with their hindu culture💩 and there’s no way back!! 👏
Expresses demographic anxiety about Indian immigration as a threat to Canada, uses inflammatory language about 'invasion' and cultural contamination, and makes sweeping negative generalizations.
HabibiMexicano
Jan 29, 2026
Do what we do in russia, Crack their heads open!!!!
Do what we do in russia, Crack their heads open!!!!
Advocates violence against immigrants using inflammatory language, expressing threat and danger.
IsmahAl-aziz-fi7ep
Feb 4, 2026
I'll be down there soon to burn it all to the ground around. I'm in the north currently. Every Indian I see gets asked for papers and if they don't have them they get fed …
I'll be down there soon to burn it all to the ground around. I'm in the north currently. Every Indian I see gets asked for papers and if they don't have them they get fed my boots
Threatens violence against Indians, expressing dangerous extremist sentiment and demographic threat perception.
I-HAVE-A-BOMB
Oct 1, 2025
THIS IS DISGUSTING, BOMB BRAMPTON OR SEND THEM ALL BACK AND BUILD A WALL AROUND IT
THIS IS DISGUSTING, BOMB BRAMPTON OR SEND THEM ALL BACK AND BUILD A WALL AROUND IT
Expresses extreme alarm and demographic anxiety about Brampton with violent rhetoric, framed as an existential threat requiring drastic action.
itsmechrispy6083
Sep 19, 2025
These are invaders plain and simple. The same happened in Europe in the middle ages until they were destroyed defeated and sent back!
These are invaders plain and simple. The same happened in Europe in the middle ages until they were destroyed defeated and sent back!
Uses dehumanizing language ('invaders') and historical alarmism to frame immigration as an existential threat requiring violent response.
brianmurray1395
Aug 30, 2025
India will invade the entire usa as well as canada. They are grabbing our job as well as opportunity. But the most shocking thing is they all are scammer. They don’t know english 😢😢 they …
India will invade the entire usa as well as canada. They are grabbing our job as well as opportunity. But the most shocking thing is they all are scammer. They don’t know english 😢😢 they are collaborating with our govt Through illegal way. It’s time to deport them. They will turn Canada into India 😢😢. Don’t Trust any Indian. They are so tricky and cheap 😢😢😢
Comment expresses demographic anxiety, makes false generalizations about Indians as scammers/invaders, and uses alarmist language about cultural replacement.
eyasinpaik6872
Feb 3, 2026
It sucks but at least most of them are not muslim. Islam in Western countries is the worst thing that can happen.
It sucks but at least most of them are not muslim. Islam in Western countries is the worst thing that can happen.
Expresses religious-based demographic anxiety framed as an existential threat to Western countries.
AlexCsv1
Jan 27, 2026
So bad. Middle East street shitters are literally taking over. Scary to see what the US and Canada will look like 10 years from now.
So bad. Middle East street shitters are literally taking over. Scary to see what the US and Canada will look like 10 years from now.
Expresses demographic anxiety and existential threat framing about immigration changing national character, combined with dehumanizing language.
OogaBoogaWaffen
Jan 27, 2026
Indian immigrants deserve to be pissed on !
Indian immigrants deserve to be pissed on !
This is a dehumanizing statement expressing hostility toward Indian immigrants, combining threat language with identity-based discrimination.
mw3372
Feb 4, 2026
Indians are destroying Canada, because of the evil leftists woke garbage
Indians are destroying Canada, because of the evil leftists woke garbage
Expresses demographic anxiety and threat perception toward Indian immigrants while invoking political scapegoating.
isaacbay9188
Jan 27, 2026
Limitless immigration and asylum is destroying canada
Limitless immigration and asylum is destroying canada
Expresses alarm about immigration as a destructive force to Canada without elaboration or evidence.
Fear / Threat
0.92
shaunmcloughlin2280
Sep 15, 2025
THEY ARE SUBHUMAN!
THEY ARE SUBHUMAN!
Uses dehumanizing language toward a group, expressing extreme xenophobic sentiment and existential threat framing.
Trandoshan_KFC
Jan 27, 2026
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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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