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

Policy Critique

5,980 comments
Page 260 of 299
That's what these libs will never understand, you can't make consignments with these people and expect to appease them they'll always push for more and more until you have nothing left not to mention doing …
That's what these libs will never understand, you can't make consignments with these people and expect to appease them they'll always push for more and more until you have nothing left not to mention doing these consignments causes infighting which is also part of their plan. I can't tell you how many times I've heard a Democrat say these leftists aren't doing anything like excuse me Karen.
Criticizes negotiation and compromise strategies as ineffective, framing political opponents as inherently unreasonable and conspiratorial.
@urbanchaosgirlucg7 Mar 4, 2025
Trudeau has had many accusations thrown at him for many yrs and none of them positive. That said, I for one salute the first world leader to stand his ground, speak the truth and not …
Trudeau has had many accusations thrown at him for many yrs and none of them positive. That said, I for one salute the first world leader to stand his ground, speak the truth and not pander to Trumps bullying strategy. I have not witnessed any other world leader speak in this manner. I’ve witnessed many leaders pandering to an ego that is unbelievably narcissistic and quite simply inexplainable to me. \n\nMr Trump, this is not a reality tv show this is reality! The slogan he created ‘Make America Great Again’ is quickly becoming ‘Making America Alone’.
Critique of Trump's approach while praising Trudeau's stance, comparing leadership styles across nations.
@BK10011 Mar 4, 2025
???? will see how Castro jr will do without all the billions he wont get anymore if you cant run your country without being financed by some other well you need to move out of …
???? will see how Castro jr will do without all the billions he wont get anymore if you cant run your country without being financed by some other well you need to move out of the way ...
Criticizes government financial management and leadership competence, with implicit comparison to other nations' self-sufficiency.
@hopefaith3693 Mar 4, 2025
Strong words. You had a month to sort it you dumbass.
Strong words. You had a month to sort it you dumbass.
Criticism of government response time and effectiveness, though expressed with personal insult.
@ians713 Mar 4, 2025
Geez CNN, you did not let your American audience hear some of the most important things said! Americans, if you want to know everything, go to CBC and listen to the whole broadcast! AND GEEZ, …
Geez CNN, you did not let your American audience hear some of the most important things said! Americans, if you want to know everything, go to CBC and listen to the whole broadcast! AND GEEZ, American journalists STOP repeating the lies... you know from the facts on your own border website that THIS IS NOT ABOUT FENTANYL OR ILLEGAL IMMIGRATION! It's shocking to me how you all keep repeating Trump's false claims when you know they are FALSE!
Criticizes media coverage and accuses journalists of repeating false claims about fentanyl and immigration, combining media critique with disputed factual assertions.
@silkeotd7194 Mar 4, 2025
Spoken like a true drug addict. Didn’t he legalize drugs in Canada? Trudeau, you’re as fake as a three dollar bill.
Spoken like a true drug addict. Didn’t he legalize drugs in Canada? Trudeau, you’re as fake as a three dollar bill.
Criticizes Trudeau's drug policy and character, combining policy critique with personal attacks and identity-based dismissal.
@oscarmorvillo2267 Mar 4, 2025
Fentinol........... you have no idea how much is in our country , you just found one lab in BC . So how many more ? Keep talking Trudeau
Fentinol........... you have no idea how much is in our country , you just found one lab in BC . So how many more ? Keep talking Trudeau
Criticizes Trudeau's drug policy response while implying unverified claims about hidden fentanyl labs.
@sherryvanderkooi7459 Mar 4, 2025
It's painfully obvious, most Americans are utterly embarrassed by this administration. Soldout to AIPAC. SMH
It's painfully obvious, most Americans are utterly embarrassed by this administration. Soldout to AIPAC. SMH
Critiques American administration policies and alleged corporate influence while implicitly comparing to Canadian governance.
@MrOwl-X Mar 4, 2025
You were simply asked to secure the border and stop the flow of fentanyl but I guess that China is lining your pockets to much to care about that.
You were simply asked to secure the border and stop the flow of fentanyl but I guess that China is lining your pockets to much to care about that.
Criticizes government failure to secure border and stop fentanyl, with unsubstantiated claim about China payments influencing policy.
@JustinCase-ft3gv Mar 4, 2025
Nothing Us Prez is doing is good for our country. God help us!! USA is hurting.
Nothing Us Prez is doing is good for our country. God help us!! USA is hurting.
Expresses concern about US presidential policies and their national impact, framed as general criticism rather than specific policy analysis.
@rachelg7751 Mar 4, 2025
It's time for Canada and the EU to expand trade and cooperation.
It's time for Canada and the EU to expand trade and cooperation.
Suggests policy direction for Canada to strengthen international relationships as an alternative to US engagement.
@20storiesunder Mar 4, 2025
we are being used by our own pres the same way a bad cop uses an innocent citizen. Lies to make the court grant orders for their benefit. This is an illegal use of the …
we are being used by our own pres the same way a bad cop uses an innocent citizen. Lies to make the court grant orders for their benefit. This is an illegal use of the court.
Criticizes government actions as corrupt abuse of power, with vague allegations of illegal court manipulation.
@niterocketnick5963 Mar 4, 2025
This is all the turds fault. If he only behaved like these leaders we would be ok. Smdh
This is all the turds fault. If he only behaved like these leaders we would be ok. Smdh
Criticizes a leader (implied Trump) for not behaving like the Canadian leaders being discussed, with implied policy dissatisfaction.
@83ragutierrez Mar 4, 2025
They voted him in so now we all of embrace it for 4 years
They voted him in so now we all of embrace it for 4 years
Critiques the democratic outcome and suggests resignation to Trump's presidency as inevitable consequence of electoral choice.
@mickealpalmer6252 Mar 4, 2025
Remember when this same fellow froze protesters bank accounts and began collecting peoples weapons? Yet, he has the gull to talk about dictators. Trump actually wants to avoid WWIII and I hope what his administration …
Remember when this same fellow froze protesters bank accounts and began collecting peoples weapons? Yet, he has the gull to talk about dictators. Trump actually wants to avoid WWIII and I hope what his administration does will bring an end to the war. Though, I do agree he should be more tough on Putin. That being said, I do agree that the crossings from Canada are not nearly as significant as compared to our southern border. It would be nice to see more from Canada in their investments to secure the border and stop crossings, cartel movements, and drug operations. The US has spent more than 409 billion since 2003 on such operations. Regardless, I feel for you Canadians and it sucks that it has come to this and I hope we keep strong relations in the future. Hopefully we can come to a fair deal soon. Mexico and China are the big players that do not do nearly enough to prevent these crimes. In fact, the Mexican government helps the cartels by not trying to stop them. China's lack of regulation on the ingredients to make fentanyl contribute to a large extent to this tragedy as well.
Complex critique comparing border security policies, government actions, and international relations across multiple countries with specific economic figures.
@tylernewberry9070 Mar 4, 2025
Canada has been robbing us for years now you wanna cry
Canada has been robbing us for years now you wanna cry
Expresses grievance against Canadian government/institutions with an accusatory tone, framed as systemic wrongdoing.
@Elizabeth38thregiment Mar 4, 2025
I still believe that Trudeau would be the best person to expose the trump north canadian running for pm. He said that he is not Maga but that is what he would say. Why would …
I still believe that Trudeau would be the best person to expose the trump north canadian running for pm. He said that he is not Maga but that is what he would say. Why would he admit that. He wants your vote. But we should take our example from the US. Beware beware. Thanks Justin.
Critiques a political figure's credibility and policy positions while urging voters to be cautious about another candidate's true intentions.
@jimgibbons5603 Mar 4, 2025
Canada may need this enhanced border security to defend against Trump
Canada may need this enhanced border security to defend against Trump
Argues for enhanced border security policy as a defensive measure against a perceived external threat.
@keelermalmsten3395 Mar 4, 2025
Most Canadians don’t care what this A-Hole has to say….He deservesJAIL
Most Canadians don’t care what this A-Hole has to say….He deservesJAIL
Dismisses a political figure's credibility and calls for legal accountability, framing it as representing Canadian public opinion.
@ultimaalpha3547 Mar 4, 2025
Your a mutt trudeau, you had time to stand up for Canadians by strengthening boarder and closing your ties with Chinese drug cartels. You're only gaslighting which too many Simps believe
Your a mutt trudeau, you had time to stand up for Canadians by strengthening boarder and closing your ties with Chinese drug cartels. You're only gaslighting which too many Simps believe
Criticizes Trudeau's border policy and makes unsubstantiated claims about ties to Chinese drug cartels while accusing gaslighting.
@jamesbrown6473 Mar 4, 2025
« Prev 260 / 299 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)