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Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

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of 487,977 total
Coverage
9.1%
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14
of 14 discourse types
Avg Confidence
0.807
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Model
Claude Haiku
multi-label classification

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Policy Critique

5,980 comments
Page 88 of 299
A 15K reduction by the Carney government is insulting. There are multiple immigration catergories- add them all together its more like 1 million a year, not 400k. Wake up Canada, this policy has serious impacts …
A 15K reduction by the Carney government is insulting. There are multiple immigration catergories- add them all together its more like 1 million a year, not 400k. Wake up Canada, this policy has serious impacts on many components of your life and future generations of your family's life.
The comment critiques immigration reduction targets as insufficient and warns of serious policy impacts on citizens' lives and housing/economic conditions.
BettyBoopDBoop Feb 18, 2026
Please stop mass immigration. The Canadian immigrants of today are not the ones of the 90's and early 2000's they come with no intention of assimilating into Canadian culture. Till that changes, we need to …
Please stop mass immigration. The Canadian immigrants of today are not the ones of the 90's and early 2000's they come with no intention of assimilating into Canadian culture. Till that changes, we need to tighten our borders, especially to foreign students from the Middle East and south asia who are abusing our system.
Calls for stricter immigration borders and criticizes recent immigrants for not assimilating, urging policy change.
PCapeFPS Sep 19, 2025
We got to this point because Mr Trudeau opened the doors to all comers over the past 10 years.
We got to this point because Mr Trudeau opened the doors to all comers over the past 10 years.
Blames a specific political leader for opening immigration doors, critiquing the policy direction over a decade.
yvonboudreau3932 Jan 21, 2026
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, medical, housing , food and employment problems.. he fixes it by giving more of our billions to the Ukraine.. meanwhile 6 million people dont have doctors and tens of thousands of Canadians are dying waiting for surgery.. and 2 million people a month go to food banks.
Comprehensive critique of immigration policy linking it to healthcare, housing, employment crises and government spending priorities.
NeilMoreau-p4v Feb 26, 2026
That woman is typical of the caliber of subservient moron that the authoritarian executive leader prefers to put out front as the divisive punching bag for intentional destructive policy. We are being systematically dismantled while …
That woman is typical of the caliber of subservient moron that the authoritarian executive leader prefers to put out front as the divisive punching bag for intentional destructive policy. We are being systematically dismantled while being enraged by entertaining court jesters masquerading as ministers.
Criticizes government leadership and policy as intentionally destructive, using harsh language about ministers and systemic dismantling.
tomwhent8073 Feb 26, 2026
Dude, you haven't been "human-trafficked". You voluntarily hired the services of a smuggler -- just like everyone else who wants to cross a border illegally.
Dude, you haven't been "human-trafficked". You voluntarily hired the services of a smuggler -- just like everyone else who wants to cross a border illegally.
Challenges the framing of illegal border crossing as human trafficking, critiquing how immigration violations are characterized.
nonmagicmike723 Feb 19, 2026
International students keep tuition fees lower. Cut immigration yes but international students? NO
International students keep tuition fees lower. Cut immigration yes but international students? NO
Nuanced position distinguishing between international students (economically beneficial) and general immigration (should be cut).
nikolaip5834 Jan 20, 2026
The sudden cut in immigrants has been really hurtful for us in Quebec City, as well as inhuman. It has been carried out for political purposes to appease right wing fears such as you see …
The sudden cut in immigrants has been really hurtful for us in Quebec City, as well as inhuman. It has been carried out for political purposes to appease right wing fears such as you see posted below.
Criticizes immigration cuts as inhumane and politically motivated to appease right-wing concerns, combining policy and ethical critique.
barrylane4164 Feb 11, 2026
The US are initiating fights with allies instead of standing up to our enemies. Your preseident is only looking out for himself and his legacy, not the US citizens. Basic economic theory teaches you that …
The US are initiating fights with allies instead of standing up to our enemies. Your preseident is only looking out for himself and his legacy, not the US citizens. Basic economic theory teaches you that anything that prevents free trade leads to a poorer outcome for society. What he is doing right now is not going to make the lives of US citizens bette - quite the contrary
Critiques Trump's trade and foreign policy decisions while invoking economic theory to argue against protectionism.
@TDesting Mar 4, 2025
The refugee system is bullsh-it. If people are being terrorized in their own country the UN should go in and clean house. Don't bring these people to western countries.
The refugee system is bullsh-it. If people are being terrorized in their own country the UN should go in and clean house. Don't bring these people to western countries.
Critiques the refugee system as ineffective and argues for international intervention instead of accepting refugees, combining policy analysis with security concerns.
BIGFOOT-BC-HammerDown Feb 27, 2026
Shut up trudeau. He did nothing good for canada. Lets talk about facts. Cost of life have double and also debt of canada. Then resign to run away from his own dumb mistakes to not …
Shut up trudeau. He did nothing good for canada. Lets talk about facts. Cost of life have double and also debt of canada. Then resign to run away from his own dumb mistakes to not take accountablity like a little kid.
Criticizes Trudeau's governance record on cost of living and debt, calling for resignation and accountability.
@Youtublosingit Mar 4, 2025
To be honest back in Canada they let anyone foreign from different countries but I wouldn't say it's an invasion more like bad management.
To be honest back in Canada they let anyone foreign from different countries but I wouldn't say it's an invasion more like bad management.
Acknowledges Canada's permissive immigration stance but critiques it as poor management rather than invasion, offering nuanced policy analysis.
silverline5636 Jan 27, 2026
1. Reduce new immigarants and working visa 2. Limit the max number from each country. 3. Solve housing problem to reduce its price and rent country
1. Reduce new immigarants and working visa 2. Limit the max number from each country. 3. Solve housing problem to reduce its price and rent country
Proposes specific policy solutions (reduce immigration, limit by country, solve housing) as numbered recommendations.
JamesJung-u6n Jan 20, 2026
Immigrants, immigrants, immigrants, we have to stop doing this nonsense. Like the guy said leave your culture at the door, or go back where you came from.
Immigrants, immigrants, immigrants, we have to stop doing this nonsense. Like the guy said leave your culture at the door, or go back where you came from.
Criticizes immigration policy and calls for cultural assimilation or departure, framing immigration itself as problematic.
jeanj3047 Aug 25, 2025
close the borders... this growth thru welfare, non tax paying immigrants is a fraud... the country was better in 1950 with way way way less population... We want anti immigrant... close the borders... these are …
close the borders... this growth thru welfare, non tax paying immigrants is a fraud... the country was better in 1950 with way way way less population... We want anti immigrant... close the borders... these are not tax payers we bring in......
Commenter criticizes immigration policy as economically fraudulent, arguing immigrants don't pay taxes and advocating for border closure.
privateonlyforever Feb 25, 2026
Trump’s advisors must be useless. Trump does not think or listen. Stock market gains wiped out since Election Day. What an idiot. Legendary idiot.
Trump’s advisors must be useless. Trump does not think or listen. Stock market gains wiped out since Election Day. What an idiot. Legendary idiot.
Criticizing Trump's decision-making competence and advisors while citing economic damage as evidence of poor governance.
@MakesMeMad Mar 4, 2025
It's was never about the ethnicity of the people coming into the country but the quantity and quality of those immigrants. We all see it everyday, you see the majority of these new immigrants as …
It's was never about the ethnicity of the people coming into the country but the quantity and quality of those immigrants. We all see it everyday, you see the majority of these new immigrants as uber drivers and/or food delivery or some minimum wage job. I have a lot of 1st gen indo-canadian friends and even they admit that this uncontrolled immigration is hurting their image
Critiques immigration quantity and quality, citing economic outcomes (low-wage jobs) and reputational harm to immigrant communities.
TheMoeP Sep 23, 2025
Because the liberals are in charge, that's why!! It wasn't like this 10 yrs ago, it all has become this way because the liberals came into power, and now this is where our country has …
Because the liberals are in charge, that's why!! It wasn't like this 10 yrs ago, it all has become this way because the liberals came into power, and now this is where our country has gotten!!!! Stop voting liberal just f&&^%% ing stop!!
Attributes current problems to Liberal governance and contrasts with past conditions, with embedded call to stop voting Liberal.
audreyweber1336 Sep 4, 2025
How refreshing it must be to have a national leader who actually speaks clearly and truthfully.\nBy choosing Trump, 50% of Americans chose chaos...and it's only beginning.
How refreshing it must be to have a national leader who actually speaks clearly and truthfully.\nBy choosing Trump, 50% of Americans chose chaos...and it's only beginning.
Critiques Trump's leadership style and warns of chaos resulting from his election.
@frgabrielmary4620 Mar 4, 2025
This is a weak leader! Trudeau your country is burning and crumbling from inside. Fix your country before you start throwing jabs at the United States! You punk liberal
This is a weak leader! Trudeau your country is burning and crumbling from inside. Fix your country before you start throwing jabs at the United States! You punk liberal
Commenter criticizes Trudeau's leadership competence and priorities, arguing he should focus on domestic issues before international disputes.
@eddyrivera7287 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)