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
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are …
I am an Indian.
I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are not dependent on the taxes paid by the original residents of those countries.
Plain, simple and honest.
Now, if you are allowing every tom, dick and harry from any country to live in your country, then the chances would be high that, unproductive/criminals of the other country to start to get citizenship.
Please DO NOT blame entire India for changing the demographic landscape of Canada, or any other developed country.
Please make extremely tough laws, like in USA, to sift out the unwanted people.
India is dirty, everyone knows.
Indians are corrupt, everyone knows.
So, please allow ONLY young Indians who are smart/hardworking enough, who can win a Nobel prize/Olympic Medal/set up businesses, for Canada, to take the citizenship of Canada.Take example of Dubai. Lawmakers of Dubai are intelligent/honest.
Please......
Primarily advocates for stricter immigration laws while making unverified generalizations about Indian immigrants and asserting national identity concerns.
MrAbhithepandey
Sep 19, 2025
Ooh 5 eyes….ooh…a PM or a joker…someone remind him he can talk only to Canadians who now don’t like him either. Unsure why he wants to talk to Americans that’s something Trump will take care …
Ooh 5 eyes….ooh…a PM or a joker…someone remind him he can talk only to Canadians who now don’t like him either. Unsure why he wants to talk to Americans that’s something Trump will take care of
Critiques the leader's diplomatic approach and credibility, questioning his legitimacy to speak on behalf of Canadians.
@VishyVV
Mar 4, 2025
It was all Trudeau. He still needs to pay.
It was all Trudeau. He still needs to pay.
Blames Prime Minister Trudeau for immigration policy failures and implies accountability/punishment is needed.
turtleturds
Sep 13, 2025
This clown hates Canada. Shuts down our democracy, and calls Putin a Dictator. Meawhile Zelensky term is up and will not host election. FUKRAINE!!!!! GO RUSSIA!
This clown hates Canada. Shuts down our democracy, and calls Putin a Dictator. Meawhile Zelensky term is up and will not host election. FUKRAINE!!!!! GO RUSSIA!
Criticizes Trudeau for shutting down democracy and hypocrisy regarding Putin, while making unsubstantiated claims about Ukraine and Russia.
@JeanClaudeBeaucage
Mar 4, 2025
So he's a hypocrite basically
So he's a hypocrite basically
Brief accusation of hypocrisy directed at a policy figure or argument presented in the video.
Policy Critique
0.75
United-States-of-Africa
Feb 11, 2026
Coddling the enemy while ?ng on allies. Disheartening
Coddling the enemy while ?ng on allies. Disheartening
Criticizes Trudeau's approach as appeasing enemies while abandoning allies, expressing concern about strategic direction.
@twizzle8993
Mar 4, 2025
There are alot of churches in Canada that have a food bank as well. I got frustrated at your narrative on this vid. It seemed very one sided. Is all about money and power. And …
There are alot of churches in Canada that have a food bank as well.
I got frustrated at your narrative on this vid. It seemed very one sided.
Is all about money and power. And what is going on behind closed govt doors.
How do you live in a broken system.
We all need to stand as one and say and do no more.
But you only know what you know till you learn more.
Stay strong and groovy.
Critiques the video's narrative as one-sided and calls for systemic change, expressing frustration with government and power structures.
loraneilson1698
Sep 19, 2025
The country has been sold; that's it.
The country has been sold; that's it.
Cryptic critique of government policy framed as national loss or betrayal, with underlying anxiety about control.
caslu6578
Sep 19, 2025
Listen Trump lied to Americans he said he don't know project 2025 fired our federal workers Americans are not to blame for Trump lies your issue is with him not the citizens once again he …
Listen Trump lied to Americans he said he don't know project 2025 fired our federal workers Americans are not to blame for Trump lies your issue is with him not the citizens once again he lied to us
Critiques Trump's dishonesty regarding Project 2025 and federal worker firings, defending American citizens from blame.
@hazelady5068
Mar 4, 2025
There is a selection process in our immigration and this is full of misinformation. Canada is about immigration. Who are these people complaining.
There is a selection process in our immigration and this is full of misinformation. Canada is about immigration. Who are these people complaining.
Defends Canada's immigration selection process and criticizes the video for spreading misinformation while affirming Canada's pro-immigration stance.
laurentbeaulieu4443
Sep 19, 2025
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in …
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in Canada what it is like trying to find a job, If your last name isn't Singh or Patel good luck to you. Why is it that The Liberal government is letting in over 50% of the immigrants from India compared to the other nations? This is how you get cultural dominance. Immigrants who came to Canada before 2015 really wanted to become Canadian. Now everyone is coming at a fast rate, no one gives a F.
Comprehensive critique of immigration policy and government decisions, with unverified claims about Indian immigration percentages and employment discrimination.
cb27743
Sep 19, 2025
Get used to it, this is how the criminal organization known as government operates.
Get used to it, this is how the criminal organization known as government operates.
Critiques government operations and institutional functioning as corrupt or criminal.
Policy Critique
0.75
Jeffveldhuizen-l2q
Sep 19, 2025
I can’t stand Trudeau but this is the best speech he’s ever made. Lights out in the mid west and water off in the west. FAFO America.
I can’t stand Trudeau but this is the best speech he’s ever made. Lights out in the mid west and water off in the west. FAFO America.
Criticizes Trudeau while acknowledging a speech, with sarcastic commentary on US infrastructure ('FAFO').
@DanCanada1978
Mar 4, 2025
I am a scot..in scotland..Trump what a fool..a great country going down..because of your stupidity..resign
I am a scot..in scotland..Trump what a fool..a great country going down..because of your stupidity..resign
Identifies as Scottish observer criticizing Trump's leadership and calling for resignation, combining personal positioning with political critique.
@briantilbrook4773
Mar 4, 2025
This man has highly overvalued his position
This man has highly overvalued his position
Critiques a political figure's overestimation of their authority or influence, a form of leadership/governance critique.
Policy Critique
0.75
@Keels5404
Mar 4, 2025
I disagree with Trudeau. I dont think Trump is a smart guy! Or maybe the billionaire's wanna crash the stockmarket and buy cheap before removing all tariffs and seeing the market rise again.
I disagree with Trudeau. I dont think Trump is a smart guy! Or maybe the billionaire's wanna crash the stockmarket and buy cheap before removing all tariffs and seeing the market rise again.
Critiques both Trudeau and Trump's intelligence, with a speculative conspiracy theory about billionaires manipulating markets.
@boring4606
Mar 4, 2025
This is just a sampling of what happens when you elect an official do the highest office in the land while this individual Donald Trump is Holden s official position as dog catcher is out …
This is just a sampling of what happens when you elect an official do the highest office in the land while this individual Donald Trump is Holden s official position as dog catcher is out of his ability. The issue on fentanyl, is a intoxicant that will not and cannot be defeated. This is a total failure on the government's inability to protect its own citizens that is their number one job.. The only solution that I have heard that remotely makes any sense is the Cato institute conclusion that the wisest route to go is completely legalization with age restrictions. While this may not be the desired outcome it's the only one that I see that makes any sense whatsoever it seems that when a solution like this offered so many individuals who have no gravitas in this matter will come back to the same nonsensical bulshit that they're going to stop the flow that is absolutely impossible. However we will continue on that course and we will continue to fail. The Cato Institute was initially funded by the Koch brothers a extremely conservative organization that gets together a group of the brightest and the best in trying to determine what is the best solution.the Koch brothers were the group that invented the tea party I would love for anybody who disagrees with this post. I would like anybody who thinks that this is a far-fetched idea ,all I ask is that if you disagree with the finding that it should be legal with age restrictions if you disagree I would like to hear a solution that you have in mind that you think is better than the Cato Institute finding. I am under the impression that you do not have anything that remotely resembles a solution to this terrible problem. Right off the bat, with uality control, you'll stop hundreds of thousands of deaths. All of the issues that are being dealt with are just so screwed up because we've already been through this before. After making a constitutional amendment to ban the manufacturing of alcohol it was reversed and I hope that the country realize that we cannot win this battle with the same mindset. The only reason why fentanyl is such a dangerous intoxicant is because there's no quality control. Also the cartels are not affected negatively \nBy allowing the government deal with this problem. the end result would be not only do you save lives but you also have put a very negative Spike through their heart of the cartel in the pocketbook. Incense elan musk & DOGE cost cutting measures since this War on drugs has caused over a trillion dollars and no 6:28 results. The DEA does not remotely live up to its mission statement and has failed every year since that policy was put in place. I would love to hear any feedback and a solution that is remotely possible.. let's hear some original ideas that the country would benefit from.. the ball is in your court.
Extended critique of government failure on fentanyl policy and leadership competence, with proposal for legalization-based alternative policy.
@johnmccarthy7195
Mar 4, 2025
What do you expect from an imbecile that has bankrupted 6 times…Chaos…\nHe is going to drive the national debt even higher
What do you expect from an imbecile that has bankrupted 6 times…Chaos…\nHe is going to drive the national debt even higher
Criticizes Trump's economic management with reference to bankruptcies and debt concerns.
@jrparis114
Mar 4, 2025
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people …
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people in. It’s not an Indian issue. Racists want you to think that way but Indians are not a problem.
There is a entire ecosystem benefits from illegal immigration:
1) Fake schools and colleges who promise fake degrees
2) Vote-bank politicians on both sides
3) Companies that steal their identities, cram them into small apartments, and use these undocumented immigrants as modern slaves
4) Agencies that forge fake documents for illegals in exchange of money
5) Even legal colleges benefits, because legal immigrants pay a premium on top of college fees, and students also pay rent.
6) There is whole lobby who is funded by all of these
Here’s a simple solution: Why not vote for someone who will reduce immigration, rather than being a racist? The whole world is watching.
Pakistani saying Indian don't assimilate is f&^king funny. This is prime example how white people are just clueless. Pakistan and India are enemies. we had a 3 day war 4 months ago. Why are you asking pakistani anything about Indians ?
Complex comment mixing defense against racism accusations, detailed critique of immigration policy and systemic corruption, with unverified claims about illegal immigration ecosystems and a call to vote for reduced immigration.
nerf2752
Sep 20, 2025
They should check the shipping containers in Vancouver you should’ve been doing this for seven years ago I don’t know why you’re not working on our military building it up I think you’re sleeping?️??
They should check the shipping containers in Vancouver you should’ve been doing this for seven years ago I don’t know why you’re not working on our military building it up I think you’re sleeping?️??
Criticizes government inaction on border security and military spending, calling for policy changes.
@georgemurphy9910
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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