Skip to content
Canadian Immigration Dashboard [ CID ]
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

Search comment text, filter by category or video
Clear all

Moral Argument

2,863 comments
Page 113 of 144
We should be asking how did white people get to north america and where are the natives instead of focusing on legally migrating hardworkers who are ceos in all big tech companies
We should be asking how did white people get to north america and where are the natives instead of focusing on legally migrating hardworkers who are ceos in all big tech companies
Appeals to historical justice and fairness by redirecting focus from immigration to historical colonization and indigenous issues.
uchiha_madara111 Jan 29, 2026
You guys open your country for everyone and now u complaining about it smh
You guys open your country for everyone and now u complaining about it smh
Accusatory tone suggesting hypocrisy in Canada's immigration policy—opening borders then complaining about consequences.
donnadonna124 Mar 1, 2026
I found quite weird the comment of Paula Newton. If you answer to an act of market aggression, you are anti American. So to be a friend to Americans you need to thank and kneel …
I found quite weird the comment of Paula Newton. If you answer to an act of market aggression, you are anti American. So to be a friend to Americans you need to thank and kneel when the boss shows up. Quite a strange, weird concept of friendship.
Commenter critiques the concept of friendship as requiring submission, appealing to principles of equality and fair treatment between nations.
@alessandro.festuccia Mar 4, 2025
You can be nice on both sides, say nice things all day long. But when actions says other wise then it becomes a problem with any nation that promises peace, happy days, smiles and sunshine. …
You can be nice on both sides, say nice things all day long. But when actions says other wise then it becomes a problem with any nation that promises peace, happy days, smiles and sunshine. If any nation is going to do what they say then work together as a world not a different solar system.
Appeals to principles of integrity and consistency between words and actions in international relations.
@kentuckysurvival Mar 4, 2025
You just CAN'T bargin with the devil!
You just CAN'T bargin with the devil!
Moral judgment using metaphorical language about negotiating with an untrustworthy actor.
@2326TOM Mar 4, 2025
Remember, lunatic MAGA voters voted for this. They were told this would happen and they refused to listen. Bunch of bigoted racist hateful assholes who ruined the American economy and its trade relations with its …
Remember, lunatic MAGA voters voted for this. They were told this would happen and they refused to listen. Bunch of bigoted racist hateful assholes who ruined the American economy and its trade relations with its allies. Just know that tariffs are the least of your problems. The sentiment from across all American “former” allies is to completely boycott American goods and services. And that is not going away regardless of whether tariffs on either side are dropped. You want fascism, good for you. The rest of then sane west ain’t with you. Get rid of your pro Putin fascist Nazi saluting government, then we might be open for negotiations.
Strong moral condemnation of voters and government using ethical language (fascism, bigotry) combined with us-vs-them framing.
@Thelma7361 Mar 4, 2025
I’m not even Indian or part of any of the people he mentioned but that guys with the bike deserves how he is only owning a bike instead of a car
I’m not even Indian or part of any of the people he mentioned but that guys with the bike deserves how he is only owning a bike instead of a car
The commenter appeals to fairness and justice ('deserves') while making an identity claim about not being part of the mentioned groups, suggesting moral judgment about economic inequality.
Messifan.19 Feb 3, 2026
Who agrees that Politicians are a waste of food/air and money
Who agrees that Politicians are a waste of food/air and money
Rhetorical condemnation of politicians using hyperbolic language, implicitly calling for accountability or change.
markmorgan5031 Feb 27, 2026
Not America, t rum p.....\n\nVery sad
Not America, t rum p.....\n\nVery sad
Distinguishes between America and Trump as separate entities, expressing moral disapproval with emotional tone.
@laracoffey9095 Mar 4, 2025
I cannot imagine i will agree with him but we have pull up our socks and work together as team
I cannot imagine i will agree with him but we have pull up our socks and work together as team
Appeals to collective responsibility and cooperation despite disagreement, framing unity as ethical imperative.
@mahijeetsingh143 Mar 4, 2025
Trump is serving Putin and most Republicans just stand by complicit to his treason.
Trump is serving Putin and most Republicans just stand by complicit to his treason.
Makes an accusation of treason and complicity against Trump and Republicans, framed as a moral judgment.
@liberty_and_justice67 Mar 4, 2025
This is leadership.
This is leadership.
Brief affirmation of leadership quality, appealing to standards of good governance.
@femiayanbadejo1497 Mar 4, 2025
Trump can only bully allies and so friendly with the dictators.
Trump can only bully allies and so friendly with the dictators.
Criticizes Trump's moral character (bullying allies, cozying up to dictators) while implicitly comparing his treatment of different nations.
@qingluzhu3147 Mar 4, 2025
Trump is pure evil! Can’t wait u til he’s gone! JD is owned by those who seek to destroy democracy. Those who voted for this deserve what they get. I feel for those who didn’t, …
Trump is pure evil! Can’t wait u til he’s gone! JD is owned by those who seek to destroy democracy. Those who voted for this deserve what they get. I feel for those who didn’t, like Canadians. ???
Combines moral condemnation ('pure evil', threat to democracy) with expressions of concern for democratic institutions and sympathy for Canadians.
@keylime2998 Mar 4, 2025
Immediately check that racist guy’s hard drive. That being said. It is disheartening to see some bad immigrants ruining it for the majority immigrants who are genuinely working hard to have a better life.
Immediately check that racist guy’s hard drive. That being said. It is disheartening to see some bad immigrants ruining it for the majority immigrants who are genuinely working hard to have a better life.
Expresses concern about fairness and reputation, acknowledging that most immigrants work hard while some bad actors harm the group's standing.
caesarsalad493 Jan 27, 2026
Speaking truth to power is very unpopular these days and the truth is coming from Canada.
Speaking truth to power is very unpopular these days and the truth is coming from Canada.
Appeals to truth-telling as a moral principle while implicitly critiquing those in power for suppressing it.
@mrt5040 Mar 5, 2025
Brilliant from Trudeau ?? ?? hard but more than fair. A Russian backed Trump is a nightmare
Brilliant from Trudeau ?? ?? hard but more than fair. A Russian backed Trump is a nightmare
Praises Trudeau's speech as fair while making an unverified claim about Russian backing of Trump, combining moral approval with conspiracy assertion.
@christophCymru Mar 5, 2025
pretty sad when a decorated veteran general has lost all hope with this orange fool. just need to back out of NATO and start learning the Russian language. maybe take some lessons from Elon on …
pretty sad when a decorated veteran general has lost all hope with this orange fool. just need to back out of NATO and start learning the Russian language. maybe take some lessons from Elon on your leaders favorite salute. heil.... jackasses
Criticizes leadership through moral judgment (lost hope, fascist comparison) with satirical tone about NATO and Russian language.
@Mat-d6r Mar 4, 2025
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the …
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the guy on the bike is quite racists nobody east poop but people who don't wash their @$$ after business don't have to give hygienic advice 😂
Argues immigrants should assimilate and respect host culture, while defending Indians as respectful; includes humor dismissing racist stereotypes.
saurabhtyagi6963 Feb 4, 2026
I feel bad for the Americans , they put him there to be their President as they are hoping to have a better life . I’m sure some who voted for him now have the …
I feel bad for the Americans , they put him there to be their President as they are hoping to have a better life . I’m sure some who voted for him now have the regrets as they didn’t expect that to him . I love that Canadian President he has a good state of mind thinking what is best for his country . He wanted to end the war between Ukraine and Russia but he is starting his own war , ridiculous ?
Commenter expresses sympathy for Americans and moral approval of Canada's leadership, while comparing the two countries' approaches.
@BFFConstables Mar 5, 2025
« Prev 113 / 144 Next »

Compare Videos

Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).

Discourse Taxonomy

Click a category to filter comments

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

Which YouTube channels attract each type of discourse
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)