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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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Policy Critique

5,980 comments
Page 114 of 299
he had no problems imposing tariffs on China but as soon as the USA does it to his country he gets all butt hurt about it. absolutely hilarious
he had no problems imposing tariffs on China but as soon as the USA does it to his country he gets all butt hurt about it. absolutely hilarious
Criticizes inconsistent tariff policy through sarcastic comparison between China and US approaches.
@chaoswatcher2215 Mar 4, 2025
How hard to get the data…you obtain the report from college and universities and compare it with CBSA report. A high school student can perform this task.
How hard to get the data…you obtain the report from college and universities and compare it with CBSA report. A high school student can perform this task.
Critiques government/institutional data collection practices while implying incompetence, framed as a rhetorical question.
emilyt4323 Sep 28, 2025
Then drop the tax then, to help Canada
Then drop the tax then, to help Canada
Calls for tax reduction as a policy solution to help Canada's economic situation.
@dennishickey9448 Mar 4, 2025
Liberal party ruined Canada Trudeau is piece of shit
Liberal party ruined Canada Trudeau is piece of shit
Criticizes the Liberal party and Prime Minister Trudeau's governance, implying policy failures related to Canada's condition.
Doubledick2 Feb 26, 2026
What a lot. "We don't have actual numbers on how ineffective and broken we are but we would like to emphasize that we try very hard to avoid certain accountability."
What a lot. "We don't have actual numbers on how ineffective and broken we are but we would like to emphasize that we try very hard to avoid certain accountability."
Criticizes government accountability and transparency in immigration policy implementation.
aj-2savage896 Sep 29, 2025
Aiesha Zafar, if you dedicated half the amount of time to researching the data necessary for this hearing as you have spent observing yourself in a mirror, you could enhance your credibility. You are a …
Aiesha Zafar, if you dedicated half the amount of time to researching the data necessary for this hearing as you have spent observing yourself in a mirror, you could enhance your credibility. You are a disgrace to the position, even if you possess a Bachelor of Commerce (Honours) degree in Finance from the University of Manitoba and a Master of Arts degree in War Studies from the Royal Military College. I didn't complete high school nor attend a university, but I do know one thing: Pretending to be something one is not inevitably catches up with them. You have accepted the responsibilities associated with this role and assert to possess over 20 years of experience that extends into this particular field. Cease squandering both time and financial resources (taxpayers). Either take control of your responsibilities or resign, thereby permitting yourself to spend additional time frolicking in the dance studio, akin to a child.
Critiques a government official's competence and calls for accountability, with personal background assertion for credibility.
muddysidedown Sep 29, 2025
Hold on...... Trudeau is the worst. . Trudeau is killing Canada. The level of evil is off the charts. Pure evil
Hold on...... Trudeau is the worst. . Trudeau is killing Canada. The level of evil is off the charts. Pure evil
Expresses strong disapproval of Trudeau's leadership with hyperbolic language ('worst', 'evil'), combining policy criticism with alarmist framing.
@mattgawlik4726 Mar 4, 2025
It's not a trade war. We are just recouping what we have lost do to the lack of border control on your side, just like Mexico did to use. We don't need you, you need …
It's not a trade war. We are just recouping what we have lost do to the lack of border control on your side, just like Mexico did to use. We don't need you, you need us and our protection.
Defends U.S. trade actions as justified retaliation for border control failures, asserting U.S. dominance and necessity.
@qwq203 Mar 4, 2025
Immigrants are not aliens, they are legal immigrants. On the other side, original Canadians are to be blame for their low birth rate, due to which government hasn't any choice but to have foreigners to …
Immigrants are not aliens, they are legal immigrants. On the other side, original Canadians are to be blame for their low birth rate, due to which government hasn't any choice but to have foreigners to run the businesses and dialy life course. The low birth rate is real issue. If the people of Canada didn't focus on this, sooner or later foreigners will overtake Canada. And of course when immigrants comes, surely they will bring their culture and living style too. Asking them to adopt Candian culture from the first day is senseless. There is no point of blaming immigrants for overtaking Canada.
Critiques government immigration policy as a response to low birth rates while expressing demographic replacement anxiety.
hani60pk Sep 27, 2025
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better …
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better than indians in Canada. If you see them at Walmart l, dont even bother to ask for directions, you will confused more than before. 2. Ircc claim they prioritize experience approving people at the age of 50 years to 8 month program with all benefit of MS/PhD, tell me someone at the age of 40+, what contribution would that add to the economy than to populate the country compare to someone in their 20s. You all need to compare demographic of international student in US and Canada. Why govt, 1. Allowing private institutions to grant degree confering to SOWP/PGWP/Dependent/parent sponsorship
Critiques IRCC's screening processes, institutional policies, and demographic selection criteria for international students.
WhatsMyName-t6g Sep 29, 2025
It’s crazy that the FBI will come to your door for post on social media because they flagged certain words, but these guys can post legit crimes and get away with it 😤😤😤🤬
It’s crazy that the FBI will come to your door for post on social media because they flagged certain words, but these guys can post legit crimes and get away with it 😤😤😤🤬
Critiques perceived inconsistency in law enforcement and government accountability regarding social media and crime.
HTF4x4 Feb 24, 2026
Governor skippy is raising his carbon tax next month on Canadians too.
Governor skippy is raising his carbon tax next month on Canadians too.
Criticizes the government's carbon tax policy as harmful to Canadians.
@korky7674 Mar 4, 2025
Trudeau's already resigned, so what's a few more lies from his lips now? Might want to get your military built up, buddy.
Trudeau's already resigned, so what's a few more lies from his lips now? Might want to get your military built up, buddy.
Criticizes Trudeau's credibility and implies Canada needs military preparedness, blending political criticism with security concerns.
@acooper6956 Mar 4, 2025
He is working like a true Demonrat. They lie blame for his own doing. Where was your friendship Trudeau when your corrupt friend Biden inflated the Americans people? You didn't want to meet with Mr. …
He is working like a true Demonrat. They lie blame for his own doing. Where was your friendship Trudeau when your corrupt friend Biden inflated the Americans people? You didn't want to meet with Mr. Trump (who you say is your friend) to make fair and balanced trade. That seems like a one-sided friendship and we are about COMMON SENSE. Trudeau, you are putting Americans and Canadians through this because you don't want to see that Mr. Trump just wants fairness and for some reason you want tariff wars. That's the truth and you need to start speaking truth and quit misleading people with lies! That's why the democrats have been defeated because they are corrupt and they lie to the people.
Extensively critiques the political figure's trade and diplomatic decisions while invoking fairness and truth as moral principles.
@brendahastings3985 Mar 4, 2025
After he cut all his ties with the rest of the world to focus just on America, Trudeau is cutting his ties with America now. F incompetence right in his face
After he cut all his ties with the rest of the world to focus just on America, Trudeau is cutting his ties with America now. F incompetence right in his face
Criticizes Trudeau's policy decisions as incompetent response to Trump's isolationism, focusing on government action and effectiveness.
@hodokwaja Mar 4, 2025
LIBERAL REPORT CARD (And this is only what we know so far...) - $60 Million ArriveScam - Hard Drugs called Safe drugs supplied in vending machines - $258 Million in projects to GC Strategies; - …
LIBERAL REPORT CARD (And this is only what we know so far...) - $60 Million ArriveScam - Hard Drugs called Safe drugs supplied in vending machines - $258 Million in projects to GC Strategies; - Winnipeg Labs - SNC Scandal - Aga Khan trip Scandal - $84k Jamaican Vacation - $6k/night for a single room for the Queen's Funeral - $1.3 Million on 3 'Affordability Retreats' - China Election Interference - Chinese Police Stations in Canada - Green Slush Fund Scandal - Funding Islamic groups who are protesting in support of Hamas - $1 Billion paid out for Hotels for Immigrants - $40 Million to fire staff - A Billion Dollars to CBC to collapse their credibility - Blocking Veterans Affairs Committee investigation - $29 Billion in cost overruns on TMX - Expanding MAiD into those with Mental Illness - $2 Billion to invest in companies that don't exist - $500 Million to fund abortions in other countries - WE Scandal - CPP increase and CPP2 - Highest inflation in 30 years - Highest interest rates in 30 years - Unsustainable immigration - Forcing Untested Vaccinations - Ignoring Vaccine Injured - 11 Million Canadians requiring Food Banks - Tent Cities in every major city - Housing and Rent prices skyrocketing - Healthcare Collapsing - Out of-control spending by the Governor General - Overpayment of CERB payments to prisoners, people who don't qualify, people who don't live in Canada - 10k Ventilators, purchased from a Liberal Friend, that never got used because they were never needed - $300 Million for storage of Mobile Hospitals that were never used - $400 Million for Quarantine Hospitals - Illegally using the Emergencies Act against Canadians - Firing Federal workers and not paying them El based on Vaccination Status - $30 Billion in making batteries for cars, while EV Manufacturers are divesting from EV Technology - $9 Million in Cricket factory for Human consumption - Accusing India of killing citizens on Canadian Soil - Soiling relations with China - Telling Germany, Japan and Greece that we don't want their business on LNG - Violent protesters allowed to escalate without recourse - Violated Canadian Charter of Rights - 2018 India Vacation Mr. Dressup - Elbow gate in HoC - 25% living in poverty - Housing is unaffordable. - Canadian forces made ineffective - Rising crime rate - Failed gun bans on lawful owner - An opioid epidemic - No progress on missing Aboriginal women - A divided country - Reduction of Canadian forestry management causing more forest fires - 6 billion to the Philippines for gender equality and fight climate change - 5 million ice rink on Parliament Hill - 8.6 million reno on the Herington Lake cottage - 2.5 million for the additional cottage at Herington lake for Sophie and kids - Safe injection sites, not so safe around children - Failed safe supply being sold for hard drugs - Legalization of hard drugs - Speaker Greg Fergus after partisan language appeared in an ad for an upcoming event in his riding - Fergus was found to have violated the act - Freeland by-election at by-election - Anthony Rota is thrown under the bus for the HoC Hunka clap-in. PMO’s office knew who he was before. - Mary Ng $17,000 ethical contract - Mary Ng named as one of the 11 MP's who allegedly conspired with foreign actors - Failed UN Security seat campaign of over 8.6 million - 300 million on redesigning the Canadian passport (what was wrong with the old design, not WOKE enough?) - 220k on in-flight catering Indo-Pacific trip, total for the trip over 2 million - Justin Trudeau bought his buddy Tom a $9 million condo in NYC - $28,000 to Randy Boissonnault’s former company - Randy Boissonnault faking indigenous to get grants/money - Randy Boissonnault steps away from HoC to be protected from his crimes - 25% of Canadians are living below the poverty line - Steven Guilbeault $30 Billion coverup - MP Joly’s husband top recipient of future entrepreneurs program - Immigration minister Marc Miller importing terrorists - $523K Joly Rush furniture order spending spree THIS IS NOT EVEN SCRATCHING THE SURFACE SHARE SHARE
Comprehensive list of alleged government scandals and failures, mixing verified controversies with unverified claims and opinion, primarily critiquing Liberal governance.
roadwarrior1157 Sep 29, 2025
I wonder if it was Carney's strategy to purposely put an incompetent person in charge of this file. That way she takes the blame for everything that Miller, Fraser, et al were responsible for and …
I wonder if it was Carney's strategy to purposely put an incompetent person in charge of this file. That way she takes the blame for everything that Miller, Fraser, et al were responsible for and screwed up on over the last decade.
Speculates about deliberate political strategy to shift blame for immigration failures, critiquing government decision-making and accountability structures.
medical4652 Feb 26, 2026
He needs to restart the pipelines to allow oil to move freely between the provinces. End dependence on US oil, Canada has plenty of its own.
He needs to restart the pipelines to allow oil to move freely between the provinces. End dependence on US oil, Canada has plenty of its own.
Critique of energy policy with recommendation to restart pipelines and reduce US oil dependence for economic benefit.
@bobg7241 Mar 4, 2025
Liberal government fools Pierre for pm 😊
Liberal government fools Pierre for pm 😊
Criticism of the Liberal government with implicit call to vote for Pierre (Conservative leader).
clairenieves8743 Sep 28, 2025
Stick it to the Clown Cult Leader. Im sure his cult followers will enjoy the GROCERIES prices.
Stick it to the Clown Cult Leader. Im sure his cult followers will enjoy the GROCERIES prices.
Criticizes political leadership and references economic policy (grocery prices) while using divisive language.
@habbibster Mar 4, 2025
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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)