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
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to its own native population and country first by investing in them. The new 180 stance on immigration is proof that these super wealthy Western countries are moving forward with stricter immigration policies, a push for increased mass deportation, eliminating Visa/Green Card Holders for certain groups, going after scam related to immigration, rescinding citizenship and deporting non-native populations a lot easier. It's not just Canadians who are sick and tired of all these new people(legal and illegal) but The West in general🇺🇸
Argues that wealthy Western nations should prioritize native populations and advocates for stricter immigration policies and deportations.
inspiredbynatureinspiredby5586
Aug 25, 2025
Trudo screwed this country, Carney is here to finish us off.
Trudo screwed this country, Carney is here to finish us off.
Criticism of political leadership (Trudeau and Carney) for damaging the country through policy decisions.
Policy Critique
0.88
roryzettler1094
Jul 12, 2025
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To …
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To make matters worse, this fellow then makes a dishonest claim himself. The 817,000 arrivals during the first three months of 2025, that he claims is not immigration, but a population bomb. He's not telling you that this figure is not reflective of people seeking to remain in Canada permanently. The figure includes student visas, work permit holders including work permit extensions: many of these people will benefit Canada and then go back to their countries. If you look at the FAR more relevant figures for actual population growth, they show that the population will grow MUCH more slowly in 2025 than it did in 2024.
I'm disappointed that the person who made this video did not see fit to provide real context to all this anti-immigrant sentiment. Inflating the problem is dangerous. The economic hurt is real, but throwing into the mix completely misleading figures about how fast the population is growing only serves to weaponize the pain being felt from the economy, against immigrants. We can't have a lucid conversation about the problem and the solutions, if the medium is this non-existent standard for fact-checking. Channel owner, please do better.
Critiques both the video creator's fact-checking standards and the speaker's use of misleading statistics, calling for more honest discourse on immigration policy.
malk6277
Aug 25, 2025
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and …
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and go back.
Critiques Canadian immigration and citizenship policy by proposing a restrictive alternative model based on GCC countries.
manucpunnoose
Aug 25, 2025
This is what 10 years of insane Liberal policies does to a country.
This is what 10 years of insane Liberal policies does to a country.
Direct criticism of Liberal government policies over a decade, attributing negative outcomes to their immigration approach.
Policy Critique
0.88
sandytrimble5081
Aug 25, 2025
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving …
I was born here in Canada in 1969 and since Justin Trudeau took over as our government, everything just went downhill. I also very upset with our government bringing in millions of Immigrants and giving large handouts of of our Canadian tax dollars to support the new immigrants that our coming into Canada. Why is the government giving large hand outs to these Indian immigrants instead of helping us true Canadians who helped built this Country. It is a dam shame to see what the Liberal Government our doing to this country of ours were many are homeless, high cost of living and the high crimes that happens every day in Canada and what does the government do is let these criminals back into our streets where us true Canadians do not feel safe any more. The one thing that pisses me off is seeing is all these new immigrants coming into Canada by the thousands that are taking away our Canadian entry jobs like Walmart, McDonalds and A & W fast food restaurant where as our young born Canadian students and others can not find a job to help them pay for there school loans and get a good education degree. We need to put a stop to this. For enough is enough before our Liberal Government destroys our country.
Extended critique of government immigration and welfare policy, with identity framing of 'true Canadians' versus immigrants, and personal narrative elements.
michaelbucyk5
Aug 25, 2025
You're all spot on! How is it even possible coming from US and declaring asylum in Canada? And then we have fake refugees, students overstaying visa and applying for refugee status and playing our system, …
You're all spot on! How is it even possible coming from US and declaring asylum in Canada? And then we have fake refugees, students overstaying visa and applying for refugee status and playing our system, rejected applicants enjoying our health care system etc. What a mess and insult to genuine applicants who lined up and went legally through the immigration system.
Criticizes specific immigration system loopholes and abuses while expressing concern about system integrity.
ivannovotny4552
Feb 26, 2026
Good Luck with that! I mean, what's new? You've had a tariff on the US forever now. Next time Trudeau, you need to grow a set of balls and speak with the president. Don't address …
Good Luck with that! I mean, what's new? You've had a tariff on the US forever now. Next time Trudeau, you need to grow a set of balls and speak with the president. Don't address the US. Address the president of the United States in person, or at the very least the phone call. Congrats, you just screwed over the Canadian people. So again what's new?
Criticizes Trudeau's handling of tariffs and diplomatic approach, arguing he failed to adequately represent Canadian interests.
@clintbell3574
Mar 4, 2025
I wouldn't be surprised if the immigration Minister doesn't get fired because Gary sucks at his job and he's still there
I wouldn't be surprised if the immigration Minister doesn't get fired because Gary sucks at his job and he's still there
Critiques government accountability, comparing the immigration minister's job performance to another minister's continued tenure.
Policy Critique
0.88
shawnbroome2861
Feb 26, 2026
It more important to finance Ukraine and NATO than to look after it citizens wars is more important
It more important to finance Ukraine and NATO than to look after it citizens wars is more important
Criticizes government spending priorities, arguing domestic needs should outweigh international commitments.
raymondrrskine4547
Aug 25, 2025
As a Canadian, there are lots of issues I disagree on when it comes to our PM, but he bodied this speech.
As a Canadian, there are lots of issues I disagree on when it comes to our PM, but he bodied this speech.
Canadian commenter expresses general disagreement with PM's policies while praising this specific speech performance.
@FlipStar26
Mar 4, 2025
Nobody tells that to your fucking govt. Before they issue visas like food stamps? It's not only the brown's or a particular race it's your govt. that has failed. See downtown Toronto, vancouver or probably …
Nobody tells that to your fucking govt. Before they issue visas like food stamps? It's not only the brown's or a particular race it's your govt. that has failed. See downtown Toronto, vancouver or probably any other province or city you got homeless white canadian's smoking phentanyl. I hope that's not canadian culture. Blame your system and not only immigrants. A lot of people from outside are the reasons you guys are surviving today, infact 90% of your country's economy based on immigration. Canada only has false hopes, joblessness and homelessness for everybody because the government has completely failed and is only running sham schemes to fill their pockets.
Critiques government failure and visa policy while defending immigrants and arguing systemic issues affect all groups equally.
Iamalwayshigh
Aug 26, 2025
Sad thing about this video is that it solely puts all the blame on the immigrants and misses the big picture. Who let them in , for what purpose? Why not start with the liberal …
Sad thing about this video is that it solely puts all the blame on the immigrants and misses the big picture. Who let them in , for what purpose? Why not start with the liberal cabal of this nation? Why does Canada have a failed immigration system?
Critiques government policy and the immigration system, questioning decision-makers and systemic failures rather than blaming immigrants.
Policy Critique
0.88
statickk14
Aug 26, 2025
Immigration into Canada has been a mess for decades, but far worse over the last ten years. This should be the hardest country on earth to immigrate to. Instead, it's the easiest.
Immigration into Canada has been a mess for decades, but far worse over the last ten years. This should be the hardest country on earth to immigrate to. Instead, it's the easiest.
Critiques immigration policy as too lenient compared to other countries, arguing Canada should be more restrictive.
joeliethegrower4445
Aug 26, 2025
Trudeau and Jagmeet did this. It’s too late now.
Trudeau and Jagmeet did this. It’s too late now.
Brief attribution of current problems to specific political leaders (Trudeau and Jagmeet Singh), implying policy failure.
Policy Critique
0.88
rickm3779
Aug 27, 2025
Immigrants need to pay into Canadas economy before they take everything. Should be 10 years of paying taxes and not being a burden on society. 10 years before they can get healthcare, before they can …
Immigrants need to pay into Canadas economy before they take everything. Should be 10 years of paying taxes and not being a burden on society. 10 years before they can get healthcare, before they can vote, before they can overwhelm our healthcare system.
Proposes specific policy changes (10-year waiting periods for benefits/voting) framed as preventing economic burden on healthcare and social systems.
BigTuna18
Aug 28, 2025
It’s still too much. Liberal policies are far too generous and clearly do not incentivize persons entering Canada to look for gainful employment. Only Liberal minded individuals fail to see the obvious flaws in this …
It’s still too much. Liberal policies are far too generous and clearly do not incentivize persons entering Canada to look for gainful employment. Only Liberal minded individuals fail to see the obvious flaws in this way of thinking.
Criticizes Liberal immigration policies as too generous and argues they fail to incentivize employment, combining policy and economic concerns.
BardBarrett
Aug 30, 2025
And because of what Justin Trudeau did I don't trust the government anymore
And because of what Justin Trudeau did I don't trust the government anymore
Critiques government policy decisions (Trudeau's immigration actions) and expresses loss of institutional trust as a consequence.
JohnathanMcGinnis-og5mq
Aug 29, 2025
Justin Trudeau did all of this
Justin Trudeau did all of this
Directly attributes immigration policy outcomes to a specific political leader without elaboration.
Policy Critique
0.88
jesusonXTC
Sep 6, 2025
As a leader of a liberal government, you stood by and did nothing and here you are trying to convince us otherwise. You're a joke. This could have been prevented. Perogan Parliament was your solution …
As a leader of a liberal government, you stood by and did nothing and here you are trying to convince us otherwise. You're a joke. This could have been prevented. Perogan Parliament was your solution only to put in your 3.0 carbon tax Carney! Who's been caught lying to the Canadian people not just once twice three times four times. What a sad representation of Canada liberals NDP. Please move out of the way. Let an election happen. Common sense conservative is what we need. Bye-bye!
Attacks government handling of immigration and other policies, calling for an election and advocating for conservative leadership.
@blackjebus1000
Mar 4, 2025
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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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