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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 292 of 299
dont we wish trump had the knowledge to speak as well as he dones n also his telling us are government n trump does not really give an f about its citizens
dont we wish trump had the knowledge to speak as well as he dones n also his telling us are government n trump does not really give an f about its citizens
Criticizes Trump's knowledge and government indifference to citizens, comparing him unfavorably to another leader while critiquing political leadership.
@sergeb3864 Mar 4, 2025
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get …
Carney makes sure he puts the dumbest people on immigration. Because he knows the dumbest people support the Liberal Party. So it doesn't matter how bad they break everything. They're gonna get still gonna get supported. Because for some reason, people think Carney is king and walks on water and was the first man on the moon and everything else he takes credit for that. He didn't do. He left nothing but chaos in his wake anywhere. He's been just asked the slaves in the Amazon rainforest. What they thought of him in Brookfield, management asked the United Kingdom what they thought about his stint there and now he's in Canada. He wrecked things for 5 years as Trudeau's advisor and now he's the big shot, loser, screwing Canada even worse. I'm willing to bet if anyone actually cared enough to follow the money. I think canadian taxpayers are paying for not only his trips around to these other countries for deals, but I think were accommodating Brookfield management as well!
The comment criticizes government leadership and immigration policy decisions, though it mixes substantive critique with unverified claims about financial impropriety.
Relevantminded Feb 27, 2026
Trump derangement syndrome blinds you from seeing the dis respect zylynski showed. He triggered Trump when he said that we were going to feel war on our soil although we are shielded by an ocean. …
Trump derangement syndrome blinds you from seeing the dis respect zylynski showed. He triggered Trump when he said that we were going to feel war on our soil although we are shielded by an ocean. He never wanted to do a cease fire. Aka stop the killing now. Today. Than negotiate the securities. Which Trump said would be easier to do. Stop the war. And the part where we are not getting our money back where with the other nations it is a loan. That is probably the underlying reason why the hesitation by zylynski. \nAs far as tradeau. He reminds way to much of newsom…
Critiques government policy decisions regarding war, ceasefire, and financial aid, with comparisons to other nations' loan structures.
@anitaventimiglia2923 Mar 4, 2025
It ain’t as dumb as getting in front of a camera with black face if you plan on being in politics
It ain’t as dumb as getting in front of a camera with black face if you plan on being in politics
Criticism of a political leader's past actions (blackface incident), presented as comparative judgment of competence.
@wvbygraceofgod5508 Mar 4, 2025
Just say it will hurt america .
Just say it will hurt america .
Brief suggestion to frame tariffs as harmful to America, implying critique of the policy approach.
@paulthemba9961 Mar 4, 2025
Good for them! This is terrible
Good for them! This is terrible
Brief expression of approval for unspecified action and disapproval of an unnamed situation, likely related to tariff policy.
@nita2bjuan7 Mar 4, 2025
Albertans are glad that the Best Democracy won Olympic Gold in Men’s 2026, Canada is not a Democracy!
Albertans are glad that the Best Democracy won Olympic Gold in Men’s 2026, Canada is not a Democracy!
Asserts that Canada is not a democracy while praising Alberta's democratic credentials, combining identity framing with political system critique.
deanmcghie6519 Feb 26, 2026
By your statement before this you did allow the drugs to America and we talk about president Trump be respectful you have to say president Trump ok. you are unrespective human beings, we are happy …
By your statement before this you did allow the drugs to America and we talk about president Trump be respectful you have to say president Trump ok. you are unrespective human beings, we are happy that your people kick your ass out.
Criticizes Canada's drug policy and Trudeau's conduct while asserting national grievance, though text is garbled and difficult to parse.
@Levinbless Mar 4, 2025
fent is a wonder drug that made getting my wisdom teeth removed a not at all painful event. It shouldn't be a street drug sure but let's not wipe it from the face of the …
fent is a wonder drug that made getting my wisdom teeth removed a not at all painful event. It shouldn't be a street drug sure but let's not wipe it from the face of the earth. All our brains really are broken
Critiques drug policy approach regarding fentanyl, arguing against complete elimination while acknowledging street drug concerns.
@mpmckenna8 Mar 4, 2025
The West Russia pathetic government doesn’t care about the drugs on their citizens. If he cared he would do something about their stupid Guns
The West Russia pathetic government doesn’t care about the drugs on their citizens. If he cared he would do something about their stupid Guns
Criticizes government inaction on drugs and guns, with vague reference to 'West Russia' suggesting confused or sarcastic framing.
@grantwells6189 Mar 4, 2025
This country is shit
This country is shit
Vague negative assessment of the country, likely critiquing government or national conditions.
@tonygreen9610 Mar 4, 2025
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president. This video spreads only hatread. The only issue is asylum seekers, int students bring millions to canadian e onomy. Stop asylum... Ukraine mainly …
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president. This video spreads only hatread. The only issue is asylum seekers, int students bring millions to canadian e onomy. Stop asylum... Ukraine mainly using asylum...
Distinguishes between asylum seekers and international students economically while criticizing video's framing, though text is fragmented and unclear.
nimithanimeh Jan 27, 2026
Hope this speech D understood.Straight talk but Dumb D ?
Hope this speech D understood.Straight talk but Dumb D ?
Cryptic criticism of a speech/speaker with unclear reference ('D'), appears to critique directness or intelligence of messaging.
@prescillasequeira2220 Mar 5, 2025
Trudeau is an ass
Trudeau is an ass
Brief insult directed at Trudeau as a political figure, functioning as crude policy/leadership criticism.
@buddyfranky1696 Mar 4, 2025
Free Trade 100%
Free Trade 100%
Brief statement advocating for free trade policy as an alternative economic approach.
@Anything.is.Possible Mar 4, 2025
It not a trade war it's call making good deals for both nations but this leader but suck up to Joe Biden an Harris an Bush an bill an Hillary an democratic party an deep …
It not a trade war it's call making good deals for both nations but this leader but suck up to Joe Biden an Harris an Bush an bill an Hillary an democratic party an deep State around the world.
Criticizes Canadian leadership for being subservient to Democratic/establishment figures while defending Trump's trade approach.
@KingShoemaker Mar 4, 2025
Canada should go entirely metric. ?
Canada should go entirely metric. ?
Brief policy suggestion about metric system adoption, though context is unclear and may be off-topic.
@Ural_Batyr_News Mar 5, 2025
Hes right tho and i got the feeling the government going to whind up Impeaching Trump and getting the people he put in the white house because what Trump doing
Hes right tho and i got the feeling the government going to whind up Impeaching Trump and getting the people he put in the white house because what Trump doing
Critiques Trump's actions and speculates about government impeachment proceedings without clear evidence.
@THE_REAL_VELIKAN Mar 4, 2025
Don't want it then pay up.
Don't want it then pay up.
Cryptic statement that appears to critique policy or government action, though the exact meaning is unclear.
@Jase-E Mar 4, 2025
I blamed our people running the government, flip flops connection
I blamed our people running the government, flip flops connection
Blames government leadership and suggests corruption or inconsistency in policy implementation, though phrasing is unclear.
DennisH47 Feb 18, 2026
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Discourse Over Time

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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)