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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 256 of 299
Trafficking yourself into the country is something different
Trafficking yourself into the country is something different
Distinguishes between human trafficking and legitimate immigration, implying criticism of conflating these categories.
JackAnemo Feb 6, 2026
Canada did the stupid thing that many European countries did, and they STILL voted liberal. Idiotic.
Canada did the stupid thing that many European countries did, and they STILL voted liberal. Idiotic.
Criticizes government immigration policy and voter choice, with identity-based framing of national decision-making.
Ejexion Jun 22, 2025
The Sock Puppet did this. He is not very bright but he is pretty, so the Canadian female voters vote for him because the Conservative leaders who have brains and good policies are just not …
The Sock Puppet did this. He is not very bright but he is pretty, so the Canadian female voters vote for him because the Conservative leaders who have brains and good policies are just not pretty enough. Sad but true.
Critiques government leadership and voter behavior while making gendered identity claims about political preference.
paulpower2680 Jun 23, 2025
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise …
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise to end FPTP? Yeah I had a little hope for that, that could have saved Canada.
Critiques electoral system and past political promises while expressing frustration about lack of democratic solutions to immigration.
jairpoppelwell2120 Jun 21, 2025
commie news network, we don't care. you'd think you've learned your lesson with your pathetic ratings or the spankings you've received with just pure statistics, and yet you continue to play lefty games...canada will fold …
commie news network, we don't care. you'd think you've learned your lesson with your pathetic ratings or the spankings you've received with just pure statistics, and yet you continue to play lefty games...canada will fold shortly, we don't need what they have.
Criticizes media coverage and Canadian policy while asserting a nationalist position that Canada should distance itself from the US.
@TheSoaphippo Mar 4, 2025
Trudeau is begging USA and Trump. ?
Trudeau is begging USA and Trump. ?
Skeptical characterization of Trudeau's diplomatic approach as supplication, questioning the strategy.
@bharathrajnagaraj3347 Mar 4, 2025
So sad to see that lady crying at 6:40. Two reasons: Liberal voting and feminsm. 1) You kept voting against your own interests and started to look at culture and history through woke lenses. Raising …
So sad to see that lady crying at 6:40. Two reasons: Liberal voting and feminsm. 1) You kept voting against your own interests and started to look at culture and history through woke lenses. Raising taxes and then paying immigrants to live here. Seriously? 2) You taught your daughters to distrust men and look at babies as a burden that would hold them back. Most of your daughters consider babies to be parasites. They celebrate ending them. In Canada, even CATHOLICS support abortion!
Critiques liberal voting, immigration spending, and cultural/social policies while blaming feminism and progressive values for societal decline.
SoulKin65 Aug 25, 2025
bro was turning canada into india now hes suddenly being nationalist what??
bro was turning canada into india now hes suddenly being nationalist what??
Criticizes perceived policy inconsistency regarding immigration and national identity, framing it as hypocritical shift.
@inefekt2.O Mar 4, 2025
Good speech. Justin is now has a golden opportunity to revive his chances of getting re-elected. However he should keep of from extremists - Khalistanis, fundamentalists, Islamists etc
Good speech. Justin is now has a golden opportunity to revive his chances of getting re-elected. However he should keep of from extremists - Khalistanis, fundamentalists, Islamists etc
Commenter critiques Trudeau's political strategy while invoking identity-based concerns about 'extremists' from specific religious/ethnic groups.
@alexjacob1679 Mar 4, 2025
Voting does have consequnces...for you Not Justin or Jugmeat They are now enjoying their millionaire pensions And what do you get...Lib Carney and out of whack inflation Elbow up Canada .....Hell is on for about …
Voting does have consequnces...for you Not Justin or Jugmeat They are now enjoying their millionaire pensions And what do you get...Lib Carney and out of whack inflation Elbow up Canada .....Hell is on for about 5 more years
Criticizes government policies and leadership (inflation, pensions) while implicitly calling for political change.
OmniFilm-dk8ox Jun 30, 2025
We know he's a liar. We know he's making up stupid stuff for reasons to convince people that it's true. But it is not true.
We know he's a liar. We know he's making up stupid stuff for reasons to convince people that it's true. But it is not true.
Accuses Trump of dishonesty and fabricating claims, blending criticism with assertions about his truthfulness.
@Love-k2h8h Mar 4, 2025
Lol, there is no division at all. Even Trudeau himself called his own immigration policy out of control, that he needed to get it back under control before he was voted out of office.
Lol, there is no division at all. Even Trudeau himself called his own immigration policy out of control, that he needed to get it back under control before he was voted out of office.
Critiques immigration policy by citing Trudeau's own acknowledgment that immigration was out of control, using ironic framing.
ccgear4367 Feb 14, 2026
I wish the news reporters would let us listen to what Trudeau is saying and stop interrupting and putting in their own 2 cents! Just let us listen to Trudeau's speech, and THEN throw in …
I wish the news reporters would let us listen to what Trudeau is saying and stop interrupting and putting in their own 2 cents! Just let us listen to Trudeau's speech, and THEN throw in your 2 cents.
Criticism of news media editorial practices and their interruption of political speech, advocating for unfiltered access to the Prime Minister's words.
@reha1066 Mar 4, 2025
They call him antichrist but to me that is crap,trump is the worst president who is making decisions foolishly n American love it bcoz they have no choice,they know they choose the worst person for …
They call him antichrist but to me that is crap,trump is the worst president who is making decisions foolishly n American love it bcoz they have no choice,they know they choose the worst person for leadership,this guy is using his ego n his mind in making decisions,leadership is a think of listening n acting accordance with the majority not by one's will,if one uses his knowledge, his knowledge can never suit the world,the computer is for the world but with people's mind,it is not working on its own.
Criticizes a leader's decision-making approach and argues for leadership based on listening to the majority rather than individual will.
@edwinmahonga4063 Mar 4, 2025
pretty sure it's not happening right under the governments nose, it's not like they allow this stuff to happen, that's why we have border patrol
pretty sure it's not happening right under the governments nose, it's not like they allow this stuff to happen, that's why we have border patrol
Critiques government enforcement and border control policies, suggesting the government allows problematic activities.
LeakCentral Jan 27, 2026
Guys you understand canada priminster brings canada very poor country also support terrorists, I love canada come back right direction with other prime minister, canada is great country no doubt
Guys you understand canada priminster brings canada very poor country also support terrorists, I love canada come back right direction with other prime minister, canada is great country no doubt
Criticizes the Prime Minister's policies and governance while making unsubstantiated claims about supporting terrorists and economic mismanagement.
@Parthasarathyinderson-cw4sb Mar 4, 2025
Trump will renege on any deal he makes if he thinks he can get more. As described in the title of his niece’s book about him “ Too much but never enough”
Trump will renege on any deal he makes if he thinks he can get more. As described in the title of his niece’s book about him “ Too much but never enough”
Critiques Trump's negotiating reliability by referencing his niece's book characterization, combining personal critique with cited source.
@Rex-l2t Mar 4, 2025
Trudeau's words would fall on deaf ears.... Trump only listens to Putin...
Trudeau's words would fall on deaf ears.... Trump only listens to Putin...
Critiques Trump's diplomatic approach and suggests he ignores Canadian positions, comparing leadership styles.
@AnythingJW Mar 4, 2025
We’re was this man the last 9 years??? Maybe give this Country a Military that’s Great!! And give us back our rights to protect and defend ourselves and our country this is what we need …
We’re was this man the last 9 years??? Maybe give this Country a Military that’s Great!! And give us back our rights to protect and defend ourselves and our country this is what we need to stay independent sovereign and ? ?♥️god bless
Criticizes government's military spending and civil liberties policies while implicitly calling for change in priorities.
@jennoneil9632 Mar 4, 2025
the liberals and NDP belong in prison...Its not TRumps falt its Trudeaus falt
the liberals and NDP belong in prison...Its not TRumps falt its Trudeaus falt
Attacks Liberal and NDP policies while deflecting blame to Trudeau rather than Trump, combining critique with blame assignment.
@BrendaMacdonald-s1h 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)