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 105 of 299
Universal health care only works when the system is closed and everyone contributes to fund the health care. Thanks JT (/ends sarcasm)
Universal health care only works when the system is closed and everyone contributes to fund the health care. Thanks JT (/ends sarcasm)
Critiques healthcare policy sustainability while using sarcasm about the Prime Minister, blending policy analysis with satirical tone.
thelefteyeguy Feb 25, 2026
If old immigrants are seeing an issue of offsetting the harmony that's our multiculturalism, including old Canadians and original Native Canadians. By the mass immigration policies, bringing/favouring from one country. Then you know there's a …
If old immigrants are seeing an issue of offsetting the harmony that's our multiculturalism, including old Canadians and original Native Canadians. By the mass immigration policies, bringing/favouring from one country. Then you know there's a problem. The end was great. But it lacked lto visualize what I've been saying for years : We leave the bad stuff behind. We share and teach others our cultural aspects. We're not supposed to bring the bad, the reason why we left, with us.
Critiques mass immigration policies favoring specific countries as disrupting social harmony and multiculturalism, with concern about cultural integration.
CanSalvAnemic Sep 23, 2025
Our tax dollars wasted on law abiding gun owners instead of criminals...what a joke the liberal Government is
Our tax dollars wasted on law abiding gun owners instead of criminals...what a joke the liberal Government is
Criticism of government spending priorities and Liberal government policy, framing tax dollars as wasted on gun control rather than crime prevention.
KerryB-q8u Feb 18, 2026
As a Canadian I have no use for that useless pos Trudeau. Can’t wait till I never see the loser again.
As a Canadian I have no use for that useless pos Trudeau. Can’t wait till I never see the loser again.
Canadian expressing strong disapproval of Prime Minister Trudeau, framing him as ineffective and untrustworthy.
@gregwanner2543 Mar 4, 2025
This is not immigration problem,this is dictatorship problem ,arrest job problem,those people do not PHD degree,they work at the top level,educated people work as cleaner ,Canada should focus on the merit base program,to remove illiterate …
This is not immigration problem,this is dictatorship problem ,arrest job problem,those people do not PHD degree,they work at the top level,educated people work as cleaner ,Canada should focus on the merit base program,to remove illiterate people,Canada is place of educated people especially into government institutions which be police department,which be army department,which be intelligent department,parliament members should focus on merit base and democracy.
Argues for merit-based immigration policy and criticizes current system for hiring unqualified people in government institutions.
A.mirzayee Sep 28, 2025
What Canadian tax paying family gets 50,000 a family to set up their household???? She didn't say this was a loan ...
What Canadian tax paying family gets 50,000 a family to set up their household???? She didn't say this was a loan ...
Questions government support for immigrants while implying unfair treatment compared to Canadian families, critiquing policy equity.
blongmore3485 Jul 12, 2025
Please keep in mind, that all the issues we have in Canada are because of Trudeau. He's been in power for almost a decade. The widespread drug abuse and crime is because of him being …
Please keep in mind, that all the issues we have in Canada are because of Trudeau. He's been in power for almost a decade. The widespread drug abuse and crime is because of him being weak on policy and handing out drugs like candy paid by tax payers. More people died from fentanyl in Canada than our soldiers in WWII. That is all on his watch. He is only making these changes because of Trump. What kind of a leader is Trudeau to only become Canada first when a person from outside the country threatens him? He is a horrible leader and a traitor to the Citizens and the Country we call Canada. Regardless of what his speech is, he cannot be trusted with his globalist agenda. He has stepped down (thank goodness!!) and Canada is looking forward to having Pierre Poilievre as our PM.
Primarily critiques Trudeau's governance and policy decisions, with embedded unverified claims about fentanyl deaths and drug distribution.
@Universal.G Mar 4, 2025
Sick what this corrupt government has done
Sick what this corrupt government has done
Criticizes government handling of immigration policy, characterizing it as corrupt without specific policy details.
Stonesour1 Aug 25, 2025
Bunch of typical Morans running government!!!
Bunch of typical Morans running government!!!
Expresses frustration with government competence and decision-making regarding immigration policy.
JJ-ek2ec Sep 30, 2025
So Canada can’t manage there economy so they blame America ?
So Canada can’t manage there economy so they blame America ?
Questions Canada's economic management and suggests blame-shifting to America.
@naturalathomefurniture5129 Mar 4, 2025
This is what happens when people vote in these sick and evil liberals . They are destroying our beautiful Canada!! Jesus is the way . We need and pray like never before.
This is what happens when people vote in these sick and evil liberals . They are destroying our beautiful Canada!! Jesus is the way . We need and pray like never before.
Criticizes Liberal government policies as destructive to Canada while invoking religious identity and moral framing.
lorddeath1023 Aug 25, 2025
So, you spent all this money, and at the end, the result is 25% US tariffs ??. This simply shows how a lapdog Canada is.
So, you spent all this money, and at the end, the result is 25% US tariffs ??. This simply shows how a lapdog Canada is.
Criticizes Canada's negotiating outcome (25% tariffs) as evidence of weak policy/diplomatic performance, with identity framing of Canada as subservient.
@argenin-xp4nh Mar 4, 2025
As an American, I love Canada but Trudeau really sucks. Without a doubt, he looks down on the US and has openly insulted America.
As an American, I love Canada but Trudeau really sucks. Without a doubt, he looks down on the US and has openly insulted America.
Criticism of Trudeau's leadership and alleged disrespect toward the US, comparing Canadian and American political contexts.
@chrisf8855 Mar 4, 2025
The first woman speaking . Everything she said is caused by the liberals who want Canada crushed . Sorry but went you vote for this crap you get to eat it also. Vote conservative, wake …
The first woman speaking . Everything she said is caused by the liberals who want Canada crushed . Sorry but went you vote for this crap you get to eat it also. Vote conservative, wake up Canada if it’s not too late already
Criticizes liberal government policies and calls for voting conservative as a solution.
kirkharrington2755 Aug 25, 2025
You get what you vote for, Elbows up for more than 10 years I'm a senior in this country and I'm pissed
You get what you vote for, Elbows up for more than 10 years I'm a senior in this country and I'm pissed
Personal account of frustration with government leadership over a decade, critiquing voting outcomes and policy direction.
buskerjames Aug 25, 2025
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Criticizes Liberal government and 'woke' voters for destroying national pride, blending policy critique with identity-based nostalgia.
Slower-And-Less-Happy Aug 25, 2025
Canada is right, trump is wrong. This is a huge mistake and average Americans will pay the price.
Canada is right, trump is wrong. This is a huge mistake and average Americans will pay the price.
Compares Canada and Trump positions while predicting negative economic consequences for Americans.
@cjstanley1 Mar 4, 2025
The answer was little bit ambiguous as number of students coming from India is very large.Rather than total number of frauds from a specific country, It should be calculated based on the how many per …
The answer was little bit ambiguous as number of students coming from India is very large.Rather than total number of frauds from a specific country, It should be calculated based on the how many per entage of people who came from a specific country did the fraud. That's will be the best measure.
Critiques the methodology of fraud reporting and suggests a better statistical approach for measuring fraud rates by country.
ManishKumar-ct4sn Sep 30, 2025
This was 11 hours ago and now Trump is reconsidering , if that's not a sign of weakness i don't know what is ???? trump is a stitshow.
This was 11 hours ago and now Trump is reconsidering , if that's not a sign of weakness i don't know what is ???? trump is a stitshow.
Criticizes Trump's inconsistency and characterizes his behavior negatively as weakness and poor governance.
@jasonbussenschutt8262 Mar 4, 2025
First step this IRCC goons must fired ... why they collecting pay cheques for what ? they don't f*king doing their job why they don't have any answer ... only words.... i don't have the …
First step this IRCC goons must fired ... why they collecting pay cheques for what ? they don't f*king doing their job why they don't have any answer ... only words.... i don't have the number...
Attacks IRCC performance and accountability, demanding personnel changes and better job execution.
TVTV-gq8oj Sep 29, 2025
« Prev 105 / 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)