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
Hi, Canadian here... Fucking hate that they are taking over. As a Canadian living abroad in the UK, I've seen the results of a take over, and it is very bad. Edit: 4:54 This is …
Hi, Canadian here... Fucking hate that they are taking over.
As a Canadian living abroad in the UK, I've seen the results of a take over, and it is very bad.
Edit:
4:54 This is what I mean!
Expresses alarm about demographic 'takeover' and references negative outcomes observed in another country, framing immigration as an existential threat.
RantGodOfficial
Jan 27, 2026
Carney and immigration will ruin Canada.
Carney and immigration will ruin Canada.
Expresses alarmist concern that Carney and immigration policy will cause national harm.
Fear / Threat
0.89
davidlittle-e9w
Feb 26, 2026
CANADA IS RUINED 👳🏾♂️👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️🤡🤡 THANK YOU LIBERALS 🤡🤡🤡🤡👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️👳🏾♂️👳🏾♂️👳🏾♂️👳🏾♂️
CANADA IS RUINED 👳🏾♂️👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️🤡🤡 THANK YOU LIBERALS 🤡🤡🤡🤡👳🏾♂️🤡👳🏾♂️🤡👳🏾♂️👳🏾♂️👳🏾♂️👳🏾♂️👳🏾♂️
Uses inflammatory language and emojis to express alarm about Canada's condition, blaming a political party, with dehumanizing imagery suggesting demographic anxiety.
JoeG71299
Jan 27, 2026
Chindia. Goodbye white people. Oh, and natives too.
Chindia. Goodbye white people.
Oh, and natives too.
Demographic anxiety expressed through alarmist language about racial/ethnic displacement of white people and Indigenous peoples.
DarrelLaBossiere
Jan 27, 2026
The west is being turned into the third world
The west is being turned into the third world
Uses alarmist language about Western decline and third-world transformation, expressing demographic and cultural anxiety.
LoneProtagonist
Jan 27, 2026
I think the driving in Canada and the United States has gotten crazy because of the massive amounts of immigrants that are pouring into the countries. I live in a small town in upstate New …
I think the driving in Canada and the United States has gotten crazy because of the massive amounts of immigrants that are pouring into the countries. I live in a small town in upstate New York and it’s gotten so bad to drive here. It is outrageous. We also have a extremely diverse community. Looks like a Third World country where I live no joke.
Expresses demographic anxiety and safety concerns, attributing driving problems to immigration while using dehumanizing language about community change.
chilla3220
Jan 29, 2026
The appropriate word is "colonizing". India is colonizing Canada.
The appropriate word is "colonizing". India is colonizing Canada.
Frames Indian immigration as an invasive 'colonization' of Canada, expressing demographic anxiety and threat perception.
Jim-nt7xy
Jan 29, 2026
Oh I'll say it....SEND THEM HOME!!!! They have ZERO interest in integrating into our society and into Canada. They want to take Canada over and make another India with their own religion and beliefs. They …
Oh I'll say it....SEND THEM HOME!!!! They have ZERO interest in integrating into our society and into Canada. They want to take Canada over and make another India with their own religion and beliefs. They don't respect our rules, they commit crimes, they litter and use our beaches as their bathrooms. They dump in our green spaces, abuse our food banks, take all our jobs, housing and healthcare. They set up scam companies to give truck licences to East Indians and then send them down the road to kill our citizens. Omg I could go on and on. They look down on us in OUR COUNTRY!!!! Absolutely ridiculous. We need to protest like the UK is protesting or Carney will do NOTHING!!!!😡😡😡😡
Expresses intense demographic and cultural threat anxiety with multiple unverified claims about crimes, non-integration, and resource abuse, calling for protest action.
Crimesonneffix
Sep 19, 2025
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
We have an enemy within named trump! But that does not excuse those that put him in office not one time but twice! What a disgrace. I’m scared for us!!!
We have an enemy within named trump! But that does not excuse those that put him in office not one time but twice! What a disgrace. I’m scared for us!!!
Expresses fear and security concerns about Trump as an internal threat, with anxiety about democratic institutions.
@karenbush3676
Mar 4, 2025
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We …
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We came and worked hard to be an asset to this country....not to leach from it. These Indians coming from India come to rape our land , use or medical system, create gangs.........they need to go back home. But the useless Liberals wont let this happen, as they need their votes.
Uses personal immigration history as contrast to demonize current immigrants with serious unsubstantiated accusations (rape, gangs, exploitation).
zttaki1
Jan 29, 2026
WE DON'T WANT THIS!!!
WE DON'T WANT THIS!!!
Expresses strong opposition and anxiety about an unwanted policy or action.
Fear / Threat
0.88
@A.D.D.O.G.
Mar 4, 2025
"This India influx is retarded!"
"This India influx is retarded!"
User expresses alarm and uses dehumanizing language about Indian immigration as a threat.
Flayerthehatebound
Jan 28, 2026
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
It’s really an invasion of other cultures and religions diluting Judeo Christianity ✝️ who are becoming the second class citizens, with Islamic Muslims who hate us because these people get elected to parliament by congregating …
It’s really an invasion of other cultures and religions diluting Judeo Christianity ✝️ who are becoming the second class citizens, with Islamic Muslims who hate us because these people get elected to parliament by congregating in communities for votes.🗳️ We have too much multicultural representation in government.
They are creating their own mini countries in Canada 🇨🇦 and changing legislation to accommodate themselves..
Expresses demographic replacement anxiety, religious/cultural threat perception, and concerns about political representation, characterizing immigration as an 'invasion' diluting dominant culture.
carollever4662
Oct 3, 2025
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
Hope Canadian girls like the burqa.
Hope Canadian girls like the burqa.
Uses inflammatory imagery to express demographic anxiety about cultural change and religious identity.
iggymania2414
Nov 21, 2025
TRUMP is a THREAT to AMERICA
TRUMP is a THREAT to AMERICA
Characterizes Trump as a threat to America, expressing security and danger concerns.
Fear / Threat
0.88
@markusallard2830
Mar 4, 2025
These people have messed up their own nation royaly..now they're ready to Ruin the western world... Cockroaches on the rise
These people have messed up their own nation royaly..now they're ready to Ruin the western world... Cockroaches on the rise
Uses dehumanizing language and apocalyptic framing to express demographic and civilizational anxiety.
Goldendreams-k2e
Jan 29, 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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