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
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
This is sad extremely sad….This orange orangutan is going to F?????K us up …..And this is what these cult followers voted for smdh
This is sad extremely sad….This orange orangutan is going to F?????K us up …..And this is what these cult followers voted for smdh
Expresses alarm about Trump's potential negative impact ('going to F*** us up') and dismisses supporters as 'cult followers,' combining threat anxiety with identity-based criticism.
@musix2009
Mar 4, 2025
Indians are displacing the white people!!!
Indians are displacing the white people!!!
Expresses demographic anxiety framing immigration as displacement of a racial group.
buckskin64
Jan 27, 2026
Meanwhile we have retards in US risking their lives for these fucking people who hate us and have no respect for our country at all. We are cooked 😂
Meanwhile we have retards in US risking their lives for these fucking people who hate us and have no respect for our country at all. We are cooked 😂
Expresses anxiety about national security and immigrant loyalty while using dehumanizing language and apocalyptic framing.
skylalesseg3729
Jan 27, 2026
Poor Canadians are being replaced with termites.
Poor Canadians are being replaced with termites.
Expresses demographic replacement anxiety using dehumanizing language to frame immigration as an existential threat to Canadians.
billpapas2623
Jan 27, 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
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
Expresses desire for deportation of immigrants framed as 'trash' and 'burdens,' combining dehumanizing language with demographic threat perception.
BigHoneyDrip
Feb 19, 2026
The white replacement continues
The white replacement continues
Expresses demographic anxiety using the 'white replacement' conspiracy theory framing.
nathansellars3757
Jan 27, 2026
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
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to the US and probably Canada definitely the UK. They get there and then expect the country to conform to them and their culture and that’s not right. People that move to different countries need to conform to that country and shouldn’t be allowed to be a citizen if they can’t speak, read and write that countries language proficiently.
Expresses alarm about mass immigration's cultural and social impact, with demands for assimilation and language requirements as protective measures.
PattysabaddieWright
Feb 6, 2026
CANADA WAKE UP IF YOU DON'T DO SOMETHING IN YOUR SYSTEM. THIS COUNTRY WILL BE INDIA 🇮🇳
CANADA WAKE UP IF YOU DON'T DO SOMETHING IN YOUR SYSTEM. THIS COUNTRY WILL BE INDIA 🇮🇳
Expresses demographic anxiety and existential threat that Canada will become India due to immigration.
jeansecjadas289
Oct 12, 2025
the old indian guy saying newcomers should assimilate is so true. Like it's genuinely scary. Of course canada is not like the US and we don't have ICE (thank god) but it's still scary. The …
the old indian guy saying newcomers should assimilate is so true. Like it's genuinely scary. Of course canada is not like the US and we don't have ICE (thank god) but it's still scary. The violent crime has been skyrocketing. Guns are becoming more common. Sexual Assaults are increasing.. It's a lot of third-world violence and ideals being brought here.
Expresses demographic and security anxiety by linking immigration to rising crime and violence, framing newcomers as sources of danger.
ilTHfeaa
Feb 4, 2026
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Uses alarmist language ('invading') to express demographic anxiety about multiple non-Western groups across multiple countries.
hdnotlost7314
Jan 27, 2026
Canada is spineless and thus deserves to be taken over.
Canada is spineless and thus deserves to be taken over.
Expresses existential threat narrative that Canada will be 'taken over,' combining demographic anxiety with national vulnerability.
topkekkatsudonburi
Feb 25, 2026
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being …
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous!
Why is it that it’s only poopjeets that are being brought in to take over. Are there no other countries that have refugees that aren’t fleas on the system?
The US have black fatigue, well Canada definitely have Hindu fatigue. I’m getting tired of being a second or third class citizen in my own fucking country.
Voting to get the Lieberals out will not work, extreme violence is going to be the only way to remove them or Canada will be gone forever.
Once that’s accomplished then the mass deportations can start immediately.
Expresses demographic anxiety, ethnic resentment, and advocates for violent action and mass deportations, combining alarmism with explicit calls for extremism.
georgewebb7142
Feb 27, 2026
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that …
What a disgrace. Multiculturalism is a failed experiment. We CANNOT turn Canada into India 2.0 The Sikh at 12:30 saying we all live in the same world to justify mass migration doesn't understand that that sentiment of universalism is only applied to white countries and it is destroying OUR White culture. And different races are not just about skin color, it's also about culture and IQ levels. Indians with their low racial IQs bring a lot of problems. The man says that color doesn't matter, but Indians care about color. That's why they only hire Indians and discriminate on Whites and other races. Indians are in fact the most racist people in the world. Ignoring race only promotes multiculturalism and that promotes White genocide. Human beings are racial and we should accept it.
All immigrants need to understand that they need to STAY home and build a better life for themselves AT home. Not running away to White nations to impose themselves racially, culturally and spiritually. Multiculturalism is White genocide. It destroys US, it destroys OUR homes and our cultures. Our nations need to be 90-95% White and we should only allow those people that truly want to assimilate and leave their cultures behind.
Expresses demographic anxiety framed as 'white genocide,' makes unverified claims about racial IQ and Indian hiring discrimination, and asserts ethnic identity as threatened.
edgar.florentino.888
Oct 11, 2025
Trudeau is gonna start a war and America will wipe its ass with Canada.
Trudeau is gonna start a war and America will wipe its ass with Canada.
Expresses alarm that Trudeau will start a war and warns of military dominance by the US over Canada, framing an existential threat.
Fear / Threat
0.88
@OCWord
Mar 4, 2025
We need to nuke Brampton
We need to nuke Brampton
Extreme hyperbolic statement expressing severe hostility toward a city with high Indian immigration, using violent rhetoric as proxy for demographic anxiety.
joshuaquiel9085
Jan 27, 2026
Déjà vu anyone?! \nOn March 15, 1939, Hitler summoned Emil Hácha, the president of Czechoslovakia, to Berlin. \nAs he entered the Reich Chancellery, Hácha was ordered to sign a document accepting the occupation of Bohemia …
Déjà vu anyone?!
\nOn March 15, 1939, Hitler summoned Emil Hácha, the president of Czechoslovakia, to Berlin.
\nAs he entered the Reich Chancellery, Hácha was ordered to sign a document accepting the occupation of Bohemia and Moravia by German troops. In the room, Goering added that – if he did not sign – Prague would be bombed by the Luftwaffe, which was in position and awaiting orders.
\nStunned by Hitler’s presence and his yelling, Hácha had a heart attack; he was quickly given an injection that brought him back to life and, with what strength he had left, he signed.
\nThen, waving the document hysterically, Hitler told his two secretaries, Christa Schroeder and Gerda Daranowski: “This is the happiest day of my life. What some have struggled in vain to achieve for centuries, I was fortunate enough to achieve immediately: the unification of the Czech Republic with the Reich. Hácha signed the agreement. I will always be remembered as the greatest German in history.”
\nThe scene is recounted by Ian Kershaw, in his biography of Hitler.
\nTwo hours later, the German army was crossing the border into Czechoslovakia.
\nHácha was arrested in 1945, after the liberation, and convicted of collaborationism.
\nHe did not get to serve any years in prison; he died a few weeks later, in June 1945.
Uses historical Nazi analogy to express alarm about current political situation, implying dangerous parallels and existential threat.
@mioarac319
Mar 4, 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
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)