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
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Policy Critique
5,980 comments
Indian households in Canada make more on average than native Canadians. To be absolutely clear.. this is not an Indian problem its a government problem. They let in anyone who could spell their name. But …
Indian households in Canada make more on average than native Canadians.
To be absolutely clear.. this is not an Indian problem its a government problem. They let in anyone who could spell their name.
But before that they let in extremely intelligent and hard working folks from India who are currently upholding this country's tech industry. I know this for a fact as I am in tech and have eyes.
Commenter presents economic data about immigrant earnings while criticizing government immigration policy as too permissive, blending economic and policy arguments.
theNorth473
Jan 29, 2026
Ur own ppl don’t like you Trudeau!!!
Ur own ppl don’t like you Trudeau!!!
Asserts lack of public support for Trudeau, critiquing his political standing and legitimacy.
Policy Critique
0.85
@letssee11221
Mar 4, 2025
They are definitely gaming the system. It's waaaaay too permissive. It's rough. Systems based on honor and lack of corruption get used when people used to bribery and corruption (most Indian politics, policies, taxes, etc) …
They are definitely gaming the system. It's waaaaay too permissive. It's rough. Systems based on honor and lack of corruption get used when people used to bribery and corruption (most Indian politics, policies, taxes, etc) will use the hell out of it. That's why it works in places like Denmark, Finland, etc. They don't let just ANYONE in, it's actually quite difficult. Nothing wrong with Immigration as long as the immigrants assimilate and do so legally.
Critiques Canadian immigration system as too permissive and compares it to stricter Nordic countries, arguing assimilation and legal processes matter.
Jibbzz
Jan 28, 2026
Careful admitting you have a knife for self defence in Canada, it's illegal.
Careful admitting you have a knife for self defence in Canada, it's illegal.
Critiques Canadian self-defense laws as overly restrictive regarding knife possession.
Policy Critique
0.85
DireFault
Jan 28, 2026
Trump is a disaster for the US.
Trump is a disaster for the US.
Expresses criticism of a political leader's governance, though not directly about Canadian immigration policy.
Policy Critique
0.85
@tding35
Mar 4, 2025
Quit being greedy Justin. Drop the tariffs that you are putting on USA and we will drop the one on Canada. Easiest Solution in the world.
Quit being greedy Justin. Drop the tariffs that you are putting on USA and we will drop the one on Canada. Easiest Solution in the world.
Criticizes Canadian tariff policy and proposes a specific solution, framed as addressing greed.
@scroogemcduck9252
Mar 4, 2025
Just got back from my first ever cruise and fully enjoyed it. Sat through a few presentations on how the ship actually keeps us all safe and afloat and had a behind the scenes peek …
Just got back from my first ever cruise and fully enjoyed it.
Sat through a few presentations on how the ship actually keeps us all safe and afloat and had a behind the scenes peek at where the amazing crew eat , sleep and socialize.
Also learned how they hire and vet their staff, including all background and health checks before they can work for Royal Caribbean (Celebrity).
Hey Mr PM, perhaps you could join this board and learn a thing or two on how to “onboard” people to safeguard all.
Commenter shares a personal cruise experience but primarily uses it as a comparative framework to critique Canadian immigration vetting procedures, suggesting the PM learn from corporate onboarding practices.
browniesr.1619
Feb 28, 2026
What a dummy. The tariffs are reciprocal, so if this idiot puts on a larger tariff than the US, the US counters that with the same tariff! He's just raising tariffs on his own country!
What a dummy. The tariffs are reciprocal, so if this idiot puts on a larger tariff than the US, the US counters that with the same tariff! He's just raising tariffs on his own country!
Critiques a political leader's tariff policy as economically counterproductive, analyzing the mechanism of reciprocal tariffs.
Policy Critique
0.85
@7eleven297
Mar 4, 2025
This man did more investigation in one video than cbsa ever did
This man did more investigation in one video than cbsa ever did
Criticizes government agency (CBSA) for inadequate investigation compared to the video creator.
Policy Critique
0.85
LightUponDeen-416
Jan 28, 2026
Buddy canada was dead before they needed a massive i flux of immigrants to run their economy. The government overdid it dont blame indians blame the government. Also theres a few bad apples on every …
Buddy canada was dead before they needed a massive i flux of immigrants to run their economy. The government overdid it dont blame indians blame the government. Also theres a few bad apples on every race and culture doesnt mean the entire populus is the same. You have some of the most educated high paying taxpayers in indian community
Critiques government immigration policy as excessive while defending Indian immigrants as educated taxpayers and arguing against stereotyping.
bishaljames3331
Jan 28, 2026
So when are you going to talk about your border. When are you going to call an election so we can flush you down the drain and get our country back ? And no we …
So when are you going to talk about your border. When are you going to call an election so we can flush you down the drain and get our country back ? And no we are not going to boo the USA anthem. Trudeau is a disgrace
Criticizes government policy on borders and calls for an election, with identity-based language about reclaiming the country.
@braxxtonn
Mar 4, 2025
After a couple of years Trump and co will say, that Canada started a trade war against US. Just like they say, that Ukraine and Zelenskyy started the war with Russia. And now some uf …
After a couple of years Trump and co will say, that Canada started a trade war against US. Just like they say, that Ukraine and Zelenskyy started the war with Russia. And now some uf US commentators are saying the same. It’s crazy. And there will be no way to get him to remember the facts. He and all who work for him are liars and half truth tellers. I’m not sure how to deal with this. But it is VERY important for all media outlets to keep reminding the facts. Just tell what happens, so there is a record. I think that could help in the end.\nSo here are my 5p:\nUS started trade war against Canada with 25% tariffs.\nRussia annexed Crimean peninsula and attacked Ukraine in 2022. This is the truth, no two ways about these facts.\nTrump and Vance are liars.
Analyzes US trade war policy and compares it to Russia-Ukraine conflict, arguing for factual record-keeping and criticizing Trump administration's narrative control.
@valterssprudzs5599
Mar 4, 2025
Trudeau a true dictator
Trudeau a true dictator
Direct criticism of Trudeau using inflammatory language to characterize his governance style.
Policy Critique
0.85
@RCA_Dome
Mar 4, 2025
Our government did this to us, specifically the liberal party with their rampant hubris and corruption. As someone who just turned 20, and watched my country get ruined by these people- I’ll not vote for …
Our government did this to us, specifically the liberal party with their rampant hubris and corruption.
As someone who just turned 20, and watched my country get ruined by these people- I’ll not vote for for that party for MANY years until they start partaking in accountability and stop selling the birthright of our younger generation from right under us.
Criticizes Liberal government policy and corruption while announcing voting intentions as a consequence.
cdawg1cdawg165
Jan 28, 2026
No- it's not American relationship. It's a Donald problem.
No- it's not American relationship. It's a Donald problem.
Distinguishes between systemic American policy and individual leadership, critiquing the latter as the primary problem.
Policy Critique
0.85
@williamsmith1453
Mar 4, 2025
A clueless immigration minister fits in well with a clueless electorate . The illegal alien extortionists that have been caught in murder and assault with ilegal handguns have claimed asylum and have about six years …
A clueless immigration minister fits in well with a clueless electorate . The illegal alien extortionists that have been caught in murder and assault with ilegal handguns have claimed asylum and have about six years of taxpayer funded lawyers to help them remain in Canada. Tim Hortons laid off Canadian full time workers and imported temporary part time workers and the tacpayer pays half their wages. A company worty of a nation wide boycott.
Criticizes immigration minister and asylum/legal system while citing economic concerns about worker displacement and taxpayer costs.
ReddyFox73
Feb 26, 2026
Quit acting like this is a guy who Canadians actually like. Trudeau is massively unpopular and will be gone very soon, when the new Prime Minister of Canada is put in place there will be …
Quit acting like this is a guy who Canadians actually like. Trudeau is massively unpopular and will be gone very soon, when the new Prime Minister of Canada is put in place there will be a deal. Canada has run wild for far too long getting the best of us in every way now that it is fair they act as if they have been doing us favors all along when it has been the other way around.
Criticizes government leadership and policy decisions while framing Canada as having been disadvantaged, combining political critique with nationalist framing.
@ricksundberg5659
Mar 4, 2025
Trudeau has destroyed canada ??? look at all the pansies that are kissing him.
Trudeau has destroyed canada ??? look at all the pansies that are kissing him.
Criticizes Trudeau's leadership and government policy while using dismissive language about supporters.
@SirDavidWilliam2nd
Mar 4, 2025
Big L for the Canadian Government
Big L for the Canadian Government
Dismissive criticism of Canadian government policy using slang ('Big L' = big loss), indicating disapproval of immigration-related decisions.
Policy Critique
0.85
Colton828
Jan 28, 2026
I would day no refugees get anything beyond emergency or maintenance health care. And no appeals.
I would day no refugees get anything beyond emergency or maintenance health care. And no appeals.
Proposes restrictive policy changes regarding refugee healthcare access and appeals processes, critiquing current immigration support mechanisms.
Policy Critique
0.85
jenevievephillips
Feb 24, 2026
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Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
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
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)