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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
Page 210 of 299
If any employer sees the candidate has a diploma from one of these smaller or fly by night colleges they should scrap that resume. The students never earned that diploma.
If any employer sees the candidate has a diploma from one of these smaller or fly by night colleges they should scrap that resume. The students never earned that diploma.
Critiques credential fraud in immigration system with unverified assertion that students at certain colleges 'never earned' their diplomas.
IKhanNot Oct 1, 2025
TRUMP JUST BULLING NATUON TO INCREASE THEIR WEALTH AND IT WILL HURT THE AMERICAN
TRUMP JUST BULLING NATUON TO INCREASE THEIR WEALTH AND IT WILL HURT THE AMERICAN
Criticizes Trump's economic policies (tariffs) as self-serving and harmful to ordinary Americans.
@MichelePlass-l5x Mar 4, 2025
Says the RESIGNED Prime Minister ???
Says the RESIGNED Prime Minister ???
Questioning the authority or credibility of a resigned Prime Minister to speak on current issues, critiquing their standing.
@missmouse20 Mar 4, 2025
FYI even HAVING that knife with the idea to protect yourself is a big crime in Canada, you cannot have any self defence weapons or tools
FYI even HAVING that knife with the idea to protect yourself is a big crime in Canada, you cannot have any self defence weapons or tools
Critiques Canadian self-defense laws as overly restrictive, providing informational context about legal policy constraints.
blurtblaxter2708 Jan 27, 2026
Trueaderp really dont understand why inflation is going to and State is acting this towards Canada.? Its cause u fucked up really bad at everything you did.\nAllowing drugs and so many refugee that country cannot …
Trueaderp really dont understand why inflation is going to and State is acting this towards Canada.? Its cause u fucked up really bad at everything you did.\nAllowing drugs and so many refugee that country cannot support. And now he is talking shit like he didn't do those. \nTruederp is such a bullshit. Conservative needs to take over
Criticizes government policy on drugs and refugee intake, making unverified claims about their negative impacts while calling for political change.
@Flytothesky12 Mar 4, 2025
Oh! How I miss the days when Kenny, Harper & co. brought fiscal common sense to the table.
Oh! How I miss the days when Kenny, Harper & co. brought fiscal common sense to the table.
Nostalgically contrasts past conservative leadership with current policy, implying criticism of present fiscal and administrative approach.
cacendruhn Feb 18, 2026
This the same guy that froze the truckers bank accounts 4 years ago. Do you really think he care about his people or control. Look it up.
This the same guy that froze the truckers bank accounts 4 years ago. Do you really think he care about his people or control. Look it up.
Critiques Trudeau's past actions (trucker account freezing) and questions his motives regarding control vs. care for citizens.
@mdeinc Mar 4, 2025
What about cocaine and guns flooding into Canada from the US. Let get something done about that.
What about cocaine and guns flooding into Canada from the US. Let get something done about that.
Raises a policy concern about drug and gun trafficking from the US while implicitly questioning why this isn't being addressed.
@RandelWright Mar 4, 2025
funny thery can keep track of every single Canadian that owes taxes ...but they dont bother keeping an eye on people that are guests in ou=r country. This is all on prupose!!!
funny thery can keep track of every single Canadian that owes taxes ...but they dont bother keeping an eye on people that are guests in ou=r country. This is all on prupose!!!
Critiques government inconsistency in tracking citizens versus monitoring visa holders, with conspiratorial undertones.
timjohnston9382 Sep 29, 2025
Dear Conservative Spokesperson: It's too bad you guys just can't help yourselves. Instead of criticizing policies or programmes, you feel most comfortable hurling personal insults. This is but one reason that Poilievre and Conservatives will …
Dear Conservative Spokesperson: It's too bad you guys just can't help yourselves. Instead of criticizing policies or programmes, you feel most comfortable hurling personal insults. This is but one reason that Poilievre and Conservatives will never win.
Critiques Conservative political strategy and rhetoric, arguing they rely on personal insults rather than policy analysis.
rickbaker8188 Feb 27, 2026
you acted on all of these problems just this year because you knew that Pres. Trump will be in office hahaha.
you acted on all of these problems just this year because you knew that Pres. Trump will be in office hahaha.
Accuses Trudeau of acting on immigration problems only recently due to Trump's election, implying delayed/opportunistic policy.
@mickeylucas Mar 4, 2025
Why does a country of 55 million (already significant immigration population) need diversity from a country of 1.4 billion?
Why does a country of 55 million (already significant immigration population) need diversity from a country of 1.4 billion?
Questioning the rationale behind immigration policy using demographic comparison, framed as policy analysis with implicit identity concerns.
ericlane3256 Jan 27, 2026
Its more yr own government to blame, good luck with taking khalistaan people. And also cant blame indians for taking advantage of someone ignorants and arrogance
Its more yr own government to blame, good luck with taking khalistaan people. And also cant blame indians for taking advantage of someone ignorants and arrogance
Blames government policy for immigration issues while making claims about Khalistani immigrants and Indian exploitation of system vulnerabilities.
atmainfinity1765 Feb 28, 2026
Now I don't want to dampen the positive comments being direct to us Canadians which we all appreciate. However, I don't want people to forget that this individual talks about making things affordable for their …
Now I don't want to dampen the positive comments being direct to us Canadians which we all appreciate. However, I don't want people to forget that this individual talks about making things affordable for their citizens. There is a reason he has resigned. Don't forget that our country unreasonably fights itself on sooooo many things that make items in Canada so much more expensive than they need to be. I was hopeful our own government would make living more afforable for all Canadians by putting a freeze on things such as the Carbon Tax....guess that wasn't in the cards!? Together I hope that intelligence and common decency prevails.
Critiques domestic Canadian government policies on affordability and cost-of-living while acknowledging the PM's resignation and calling for intelligent governance.
@tbj84 Mar 4, 2025
Let's blame others, seen this played out so many times. There are some genuine problems though which is kinda getting fixed
Let's blame others, seen this played out so many times. There are some genuine problems though which is kinda getting fixed
Critique of scapegoating while acknowledging legitimate problems exist and are being addressed through policy.
jonesalapat6199 Feb 22, 2026
This guy is an idiot. He doesn’t understand tariffs, or he does, and wants to hurt Canada more. This is revenge toward Canada bc he was fired as prime minister
This guy is an idiot. He doesn’t understand tariffs, or he does, and wants to hurt Canada more. This is revenge toward Canada bc he was fired as prime minister
Critiques Trump's tariff policy understanding and motivations, with an unsubstantiated claim about revenge motive.
@Cucurigu813 Mar 4, 2025
Its a 'Temporary' residence permit...... which by its very name means it will not be forever. Get used to it... I know that under Justin 'Jolson' Troo-Doo it was a free-for-all but that could never …
Its a 'Temporary' residence permit...... which by its very name means it will not be forever. Get used to it... I know that under Justin 'Jolson' Troo-Doo it was a free-for-all but that could never last even in Woke Canada.
Critiques temporary residence permit policy while using sarcasm and name-calling toward the Prime Minister.
andrewh2u Feb 11, 2026
Always blaming the opposition party and never the party in government the last 10 years. Everything is way worse than 11 years ago
Always blaming the opposition party and never the party in government the last 10 years. Everything is way worse than 11 years ago
Criticizes government accountability and policy performance over the past decade, implicitly calling for political change.
markboal9998 Feb 24, 2026
Plainly speaking, it was never about fentanyl. Trump is trying to bully everyone into submission. We saw it last week with Zelenskyy. Don’t back down Canada. True Americans stand with their allies.
Plainly speaking, it was never about fentanyl. Trump is trying to bully everyone into submission. We saw it last week with Zelenskyy. Don’t back down Canada. True Americans stand with their allies.
Critiques Trump's negotiating tactics as bullying while expressing solidarity with Canada and true Americans who support allies.
@Notorious_F.I.G. Mar 4, 2025
This is how a President should present their country and people when speaking. What I don’t get is someone likes to point fingers at other countries for the “drug problem “ in America however no …
This is how a President should present their country and people when speaking. What I don’t get is someone likes to point fingers at other countries for the “drug problem “ in America however no fingers are being pointed at us for all the drugs being made in America. Crack down on the ones who are making it in the USA instead of a slap on the hand.
Critiques US drug policy enforcement priorities, arguing domestic manufacturers should face accountability rather than blaming other countries.
@carolyns57 Mar 4, 2025
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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)