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're taking in the shyte of India...cuz of this unfortunately the skilled Indians (who really contribute to society and engage to integrate with Canadian culture) are getting kicked out
You're taking in the shyte of India...cuz of this unfortunately the skilled Indians (who really contribute to society and engage to integrate with Canadian culture) are getting kicked out
Criticizes immigration policy for admitting undesirable immigrants while inadvertently excluding skilled ones, with identity-based framing.
doshanriches1
Jan 27, 2026
I am disgusted by what Canada has become. The government has allowed a free for all to take place without checks and balances for their own profit…whether it’s votes for political mileage, money that is …
I am disgusted by what Canada has become. The government has allowed a free for all to take place without checks and balances for their own profit…whether it’s votes for political mileage, money that is being invested by certain people groups that will help enrich the pockets of government or whatever the reason - has caused this country to descend to the dumps st a rate faster than it takes to say ‘Oh Canada’.
As an immigrant, I have seen the degeneration within the country (particularly Toronto & GTA) in 10 years. Sometimes it feels like you’re in a different country, with a different language other than English or French, individuals who refuse to adopt the traditional Canadian lifestyle, who are allowed in with little value for system and order, allowed to procreate and ‘raise’ children who don’t appreciate the Canadian values, both born and immigrants using crime as their currency to their warped perception of wealth and an whole history of issues that impact the lives of the average law and culturally abiding citizen.
Oh there’s so much more that can be said about the state of this nation, but if there are bold-faced chants about who will be ruling Canada by 2060, those that have the power to do something need to pay VERY CLOSE ATTENTION. That is not just wishful thinking. That is a threat that will come to pass if a blind eye and a deaf ear is turned which, the government seems bent on doing.
A word to the wise is sufficient.
Immigrant's critique of government immigration policy as corrupt and harmful, with demographic anxiety and cultural identity concerns.
iamthedesignersoriginal
Sep 9, 2025
Yep, children are running the countries these days
Yep, children are running the countries these days
Critiques government leadership competence using metaphorical language about immaturity in governance.
Policy Critique
0.75
@candlelightministries
Mar 4, 2025
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
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
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
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
We love honest journalism like this I mean alot of ppl aren't even qualified to be in Canada, most of them can't communicate properly in english
We love honest journalism like this
I mean alot of ppl aren't even qualified to be in Canada, most of them can't communicate properly in english
Criticizes immigration standards and language qualifications of admitted immigrants, making broad claims about competency without evidence.
Spicyketchup04
Jan 27, 2026
The Donald is digging a big hole.\nDomestically an internationally.\n???????????????\nSell your gas an oil to us canada
The Donald is digging a big hole.\nDomestically an internationally.\n???????????????\nSell your gas an oil to us canada
Criticizes Trump's domestic and international actions while suggesting Canada should leverage its natural resources in negotiations.
@stevecunningham6537
Mar 4, 2025
Canadians voted for this.
Canadians voted for this.
Commenter holds Canadian voters responsible for immigration policy outcomes, implicitly critiquing both the electorate's choices and resulting policies.
Reveal_City
Jan 27, 2026
TRUDEAR KNOWS ABOUT TOOLS HE A WORTHLESS TOOL
TRUDEAR KNOWS ABOUT TOOLS HE A WORTHLESS TOOL
Insults Trudeau as a leader, expressing disapproval of his governance through name-calling.
Policy Critique
0.75
@FooJoo-sq6jm
Mar 4, 2025
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick …
Canada sells citizenship like groceries
To the lady saying I’m Canadian no you’re not
Every single Indian stick to their own racial group
Black people stick together with their own racial group
Whites also stick together with their fellow whites
So there’s no nationalism in this country
Even though you have Canadian citizenship you will only help someone who has same skin colour like you
Indian business will only hire Indians , Indian homeowners will only rent out their own Indian people
Indians even force other foreigners to speak their language Hindi or punjabi if they want to live with them
India itself is very racist country , few years ago group of Nigerians were arrested and handcuffed like criminals they treat black people like criminals
Criticizes Canada's citizenship policies and makes unverified claims about ethnic segregation, discrimination, and hiring practices while asserting racial group divisions.
thesixxx8925
Sep 20, 2025
Totally non-sense trump...what a hell is going on usa?
Totally non-sense trump...what a hell is going on usa?
Expresses disapproval of Trump's policies and actions using dismissive language ('nonsense').
Policy Critique
0.75
@videoradeon
Mar 4, 2025
You can give an intelligent speech but if the people who need to hear you are part of a mass cult, your words fall on deaf ears. Sadly, the only people listening already agree with …
You can give an intelligent speech but if the people who need to hear you are part of a mass cult, your words fall on deaf ears. Sadly, the only people listening already agree with you.
Critiques the ineffectiveness of rational political speech when audiences are ideologically entrenched.
Policy Critique
0.75
@YoMamasCasa
Mar 4, 2025
Just stop bringing in immigrants who just want to use this beautiful country somethings are true what new comers are doing and not everything YOU OUR PRIMINISTER KNOWS ABOUT
Just stop bringing in immigrants who just want to use this beautiful country somethings are true what new comers are doing and not everything YOU OUR PRIMINISTER KNOWS ABOUT
Criticizes immigration policy and suggests newcomers have negative intentions, with vague unsubstantiated claims about immigrant behavior.
@joysankat2883
Mar 4, 2025
Right you are, Trump has to learn the hard way what it means to screw his friends and throw contracts in the trash! We're stopping all cooperation, then we'll see who can do it better: …
Right you are, Trump has to learn the hard way what it means to screw his friends and throw contracts in the trash! We're stopping all cooperation, then we'll see who can do it better: sit it out and wait!
Criticizes Trump's treatment of allies and contracts while advocating for Canadian economic retaliation and non-cooperation.
@Klartext2024
Mar 4, 2025
Cancel Gettos adapt to culture of the country.
Cancel Gettos adapt to culture of the country.
Calls for ending ethnic enclaves and demands cultural assimilation as policy position.
kaliparambilmahindralal6431
Sep 21, 2025
This crazy this man causing all this bull man he wrong
This crazy this man causing all this bull man he wrong
Expresses disapproval of a political figure's actions and leadership, though expressed informally.
Policy Critique
0.75
@thebest.gaming2894
Mar 4, 2025
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate …
Most uneducated journalist 💔💔
Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate clearly and give a voice for their community but no, he goes for the fresh immigrants that barely know english to interview. Just look at the picture he's trying to paint 😂
Oh and that border hopping scheme? There's malicious people in EVERY culture/religion, acting like whites and blacks don't do the same shit.
You can't show this negative narrative on this community by focusing on the worst. No one likes to talk about the Sikhs that feed SO MANY homeless people in downtown toronto every year. I bet you didn't know every gurdwara feeds anyone anytime. I can speak for the Sikhs i've seen first hand how they are for the community.
wtvr pays the bills ig 🥀🥀
Critiques journalistic bias in representation, defends immigrant communities against negative stereotyping, and highlights positive community contributions.
Praby
Jan 27, 2026
He (Trump) is a Putin puppet. He's trying to impress his Authoritarian idol. He's trying to turn the U.S.A. into another North Korea. A hermit country. Standing with Canada, Ukraine, and Mexico ??.
He (Trump) is a Putin puppet. He's trying to impress his Authoritarian idol. He's trying to turn the U.S.A. into another North Korea. A hermit country. Standing with Canada, Ukraine, and Mexico ??.
Criticizes Trump's political approach and alignment with authoritarianism, framed as a moral concern about democratic values.
Moral Argument
0.75
@AnthonyBerry-q2m
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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