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 85 of 299
Justin Trudeau, such an ignorant prime minister, who has been proven corrupt so many times in his own parliament, is doing all this drama to save his face in front of Canadians, who already know …
Justin Trudeau, such an ignorant prime minister, who has been proven corrupt so many times in his own parliament, is doing all this drama to save his face in front of Canadians, who already know his true face.\nThose Rainbow spilling WOKE jerks in this comment should just find themselves a good insane asylum and register for life.
Criticizes Trudeau's leadership and policies while using derogatory language toward political opponents, mixing policy critique with identity-based attacks.
@professionalshub3483 Mar 4, 2025
it's not anti-Americanism. It's anti-Donald doing dumb things.
it's not anti-Americanism. It's anti-Donald doing dumb things.
Clarification that criticism is directed at Trump's specific actions rather than American identity broadly.
@christopherhaga7582 Mar 4, 2025
Just LIP SERVICE
Just LIP SERVICE
Dismisses government statements or promises as mere rhetoric without substance, critiquing the authenticity and effectiveness of official responses.
@JohnyEnglish-c6v Mar 4, 2025
Could Canada Win a Trade War?\n Trump has waged Economic War on Canada in order to bring us to our knees so that we will eventually capitulate to become the 51st state.\n\n Had he come …
Could Canada Win a Trade War?\n Trump has waged Economic War on Canada in order to bring us to our knees so that we will eventually capitulate to become the 51st state.\n\n Had he come in a nice way, as a friend verses a foe, he would have had a lot more interest, especially from Alberta. \n\n Now that we are here, the question has to be asked, can we actually win a trade war that has probably been extensively war-gamed by the U.S.?\n\n Our politicians want us to go toe to toe with a 900 lb gorilla. The U.S. economy is at least 10 times our size and are less dependent on our trade than we are. We may give them a black eye but they could rip our arms and legs off. \n\n Retaliatory tariffs play into their hands. It’s the perfect excuse to increase the tax to 50 or 100%. So will we do the same? This would devastate us, achieving their goals.\n\n Canadians are already fighting back without the government making things worse. People are boycotting U.S. goods en masse and cancelling travel plans, etc. and this is already having a strong effect.\n\n Some say turn off the electricity and oil, but who will pay price? It will be the businesses and employees, not the politicians who are now trying to act tough. If we want this to turn into a real kinetic war, then turning off the taps may do it. \n\n We have seen countless times where politicians tell us what we want to hear, making us think they are heading is a certain direction, only to find they do the exact opposite. This proves you can not believe what career politicians say and have to go by what they do, or don’t do, instead. Yet now, they confidently declare that Canada will never become the 51st state. This should raise eyebrows. \n\n Almost all of the MPs and Premiers are unanimous in entering into a trade war we can not win. After tariffs go ballistic, our dollar drops to .35 cents, and we get utterly crushed, I can see them say, “in order to save what’s left of our economy and society we must reluctantly join the U.S. or face certain destruction”. \n\n Not only would the decades old goal of a North American Union be accomplished, but we would take a large step towards the video statement that the World Economic Forum - WEF posted on their website. “By 2030, you will own nothing and be happy”. \n\n The WEF is working with the UN to achieve their Agenda 2030 goals and is what Pierre Poilievre and the “Conservatives” signed Canada onto Sept. 27, 2015. This is what Trudeau has been implementing. Mark Carnie, Pierre, and Jagmeet Singh would finish off the job. Read the redistribution of wealth goal #10. Are you feeling poorer yet? Remember, one has to dig deeper to see through the document’s ultimate double speak written for public consumption. \n\n There is much more going on than meets the eye. Our best defence is to not play into their hands. A much better plan needs to be developed by minds who see the big picture for creative solutions, and it does not seem to be those in office now
Detailed analysis of trade war strategy, economic asymmetries, and critique of government policy responses with underlying anxiety about power imbalances.
@rvaillant Mar 4, 2025
JT has no idea, he can still go to Taylor Swifts concerts whatever the direct and indirect punishment the normal Canadians will go through with this tariff war. Even if JT gets a great deal …
JT has no idea, he can still go to Taylor Swifts concerts whatever the direct and indirect punishment the normal Canadians will go through with this tariff war. Even if JT gets a great deal from this, they won't trickle down to each of us because of all the corruption and inefficiency in the government. Suggestion is to have the newly selected PM's term for a probationary period so we can fire them if they suck. Thank you. Regards
Critiques current PM's handling of tariffs and government corruption, then proposes institutional reform as a call to action.
@Frank-cu8ju Mar 4, 2025
Please note this; he speaks well, true enough. An intelligent and wise leader not so much.
Please note this; he speaks well, true enough. An intelligent and wise leader not so much.
Acknowledges Trudeau's rhetorical skill while questioning his leadership competence and decision-making, a substantive policy critique.
@artsmart Mar 4, 2025
OH BOO HOO BOO HOO DO YOUR JOB TRUDEAU STOP THE FENTYNAL FROM GETTING OVER THE BORDER BUT YOUR NOT ARE YOU GLOBALIST PUPPET
OH BOO HOO BOO HOO DO YOUR JOB TRUDEAU STOP THE FENTYNAL FROM GETTING OVER THE BORDER BUT YOUR NOT ARE YOU GLOBALIST PUPPET
Criticizes government policy on border security and drug trafficking while demanding action from leadership.
@lisaharvey4373 Mar 4, 2025
Don’t let his BS fool you! Look around in your own communities. Look at the health care system. How many do you know that don’t have a GP so can’t get proper care even though …
Don’t let his BS fool you! Look around in your own communities. Look at the health care system. How many do you know that don’t have a GP so can’t get proper care even though they are sick. The ER tells us we have to have a general practitioner to get anything done! And then there are communities like on Vancouver Island that have closed ER’s in many cities leaving the injured to drive for 2 to 4 hours to the nearest ER. Have any Canadian citizens not heard of fentanyl deaths? Or had someone within 6 people from them have related addiction issues. How many homeless people wander the streets of your communities? This list goes on and on including things like affordable groceries , affordable homes , affordable utilities! \nACTIONS SPEAK LOUDER THAN WORDS! Do Justin Trudeau and his parties actions over their term in office really covey their concern for Canadian citizens? I say NOT!
Extensive critique of government performance on healthcare, homelessness, and cost-of-living issues, arguing actions contradict stated values.
@Myrtle11123 Mar 4, 2025
Who cares what Trudeau says-- he resigned and will be out of office very soon. He has an all time low approval rating and does not represent what Canadians feel. Can't wait until he's gone, …
Who cares what Trudeau says-- he resigned and will be out of office very soon. He has an all time low approval rating and does not represent what Canadians feel. Can't wait until he's gone, good riddance.
Criticizes Trudeau's leadership and approval ratings while asserting that he doesn't represent Canadian values, combining policy critique with identity claims about what 'Canadians feel.'
@RainingYayo Mar 4, 2025
Can we stop pretending Trump is smart? He's an idiot who is running scared and its ruining all of us.
Can we stop pretending Trump is smart? He's an idiot who is running scared and its ruining all of us.
Criticizes Trump's leadership and policies as harmful, framed as both political critique and moral judgment about competence.
@SiloSoundStudios Mar 4, 2025
You have put tariffs on us for years. We just evened the deal. Pizz off
You have put tariffs on us for years. We just evened the deal. Pizz off
Commenter justifies tariffs as retaliation for past US tariffs, framing it as evening the deal while criticizing US policy.
@bartgomez4872 Mar 4, 2025
I have heard many people call Trump many things. Accusing him of being smart is probably the most off base thing I've ever heard anybody say about him? There is nothing smart about idiot Trump
I have heard many people call Trump many things. Accusing him of being smart is probably the most off base thing I've ever heard anybody say about him? There is nothing smart about idiot Trump
Critiques Trump's intelligence and fitness for office through sarcastic commentary.
@elinorlee1539 Mar 4, 2025
Honestly, I can totally understand the actions of Trump and JD in their last interview with Zelensky but these tariffs against Mexico and Canada is something I don't get it all! Trump should be getting …
Honestly, I can totally understand the actions of Trump and JD in their last interview with Zelensky but these tariffs against Mexico and Canada is something I don't get it all! Trump should be getting as many allies as possible in such trouble times.
Analysis and criticism of Trump's tariff strategy against Canada and Mexico as counterproductive to alliance-building.
@felipeg.2733 Mar 4, 2025
Trudeau got it wrong. The US didn't do this. TRUMP did. He is NOT the US, he is a malignant narcissist who needs to be removed from office for being mentally unsound and medically unfit …
Trudeau got it wrong. The US didn't do this. TRUMP did. He is NOT the US, he is a malignant narcissist who needs to be removed from office for being mentally unsound and medically unfit for duty.
Distinguishes Trump from the US government and calls for his removal based on fitness concerns.
@N0B0DY_SP3C14L Mar 4, 2025
WHO cares what Trudope says.. HE IS DONE..FINISHED ..MARCH 9TH...He shouldn't be making any decision....HE IS A DEAD DUCK!!!!!!
WHO cares what Trudope says.. HE IS DONE..FINISHED ..MARCH 9TH...He shouldn't be making any decision....HE IS A DEAD DUCK!!!!!!
Dismisses Trudeau's authority and legitimacy to make decisions based on his impending departure from office.
@dorisevans3536 Mar 4, 2025
Why is he even involved, why is he speaking on mainstream media, he has resigned because Canadians do not want him as their P.M., most of us don't care about what he has to say. …
Why is he even involved, why is he speaking on mainstream media, he has resigned because Canadians do not want him as their P.M., most of us don't care about what he has to say. He is arrogant, corrupt and irrelevant and doesn't represent us or our values. We need an election!
Criticizes the former PM's legitimacy and relevance, with a call for elections; primarily focused on political leadership critique.
@bigmommajen Mar 4, 2025
Trudeau has got to be the dumbest politician in the world..an idiot.
Trudeau has got to be the dumbest politician in the world..an idiot.
Direct criticism of Trudeau's political competence and leadership, framed as policy/leadership critique rather than identity-based attack.
@turbo3794 Mar 4, 2025
Trudeau is good at brainwashing. It has nothing to do with the people. It has to do with this dictator regime who taxes everyone and everything in Canada. Basically. And don't want to stop. They …
Trudeau is good at brainwashing. It has nothing to do with the people. It has to do with this dictator regime who taxes everyone and everything in Canada. Basically. And don't want to stop. They leave their borders open and immigration here in Canada is out of control. They give refuge to criminals in Canada and no rule of law. This guy is a dictator and food at brainwashing in the media.
Criticizes government policy on taxation, borders, and immigration while making unverified claims about criminals and dictatorial control.
@luckyjazzy15 Mar 4, 2025
This trumps leadership only billionaires will survive not poor americans
This trumps leadership only billionaires will survive not poor americans
Criticism of Trump's leadership policies with focus on economic inequality and class impact.
@CatherineSakala-ej5os Mar 4, 2025
This guy (Trump) is a FAILED BUSINESSMAN. All he’s trying to do is build up his own personal wealth brand.
This guy (Trump) is a FAILED BUSINESSMAN. All he’s trying to do is build up his own personal wealth brand.
Criticizes Trump's character and motives regarding business/wealth accumulation, framing it as a policy/leadership failure rather than a specific factual claim.
@DavidSmith-dm5ix Mar 4, 2025
« Prev 85 / 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)