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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Unverified Claim
3,221 comments
And why his father did nothing when a Khalistani bombed Air India flight in Canada killing majority of Canadians?
And why his father did nothing when a Khalistani bombed Air India flight in Canada killing majority of Canadians?
Makes a specific factual claim about a historical event (Air India bombing) and attributes inaction to a political figure without evidence.
@amitdhanpat
Mar 4, 2025
Putin's puppets have marching orders to divide our country, trash our economy, destroy our security, remove us from NATO to eliminate allied relationships. Then Donald can just hand over Ukraine to a murderous thug named …
Putin's puppets have marching orders to divide our country, trash our economy, destroy our security, remove us from NATO to eliminate allied relationships. Then Donald can just hand over Ukraine to a murderous thug named Putin. Pretty much on track, I'd say. They have been bought and sold their souls to the devil.\n\nI support Canada and hope they continue to stand up to the bullies. It breaks my heart that enough people voted for an adjudicated rapist, 34x convicted felon, conman, pathological liar, malignant narcissist grifter who is now calling the shots. He is Putin's puppet... pure and simple, Donald's a traitor!
Presents multiple unverified conspiratorial claims about Trump being Putin's puppet and deliberately sabotaging NATO/Ukraine, combined with moral condemnation.
@joanies6778
Mar 4, 2025
And why his father did nothing when a Khalistani bombed Air India flight in Canada killing majority of Canadians?
And why his father did nothing when a Khalistani bombed Air India flight in Canada killing majority of Canadians?
Repeats the same unverified claim about Air India bombing and alleged inaction by a political figure.
@amitdhanpat
Mar 4, 2025
He works for Putin.. the traitor is totally compromised
He works for Putin.. the traitor is totally compromised
Makes a specific factual claim ('He works for Putin') without evidence, presented as conspiracy-like assertion about political compromise.
@TelemakUlysses31
Mar 4, 2025
American save 35 millions by years for oir electricity grace to canada
American save 35 millions by years for oir electricity grace to canada
Makes a specific unverified factual claim about American electricity savings from Canada without evidence.
LiliLadouce
Dec 8, 2025
I'm pretty sure virtually ZERO European assimilated with the native culture of pre-Canada.
I'm pretty sure virtually ZERO European assimilated with the native culture of pre-Canada.
Makes a sweeping factual claim about European assimilation without evidence, framed as a historical comparison.
toolbaggers
Dec 16, 2025
Because of Trudeau opening borders to massive numbers of terrorists
Because of Trudeau opening borders to massive numbers of terrorists
Makes an unsubstantiated claim linking Trudeau's immigration policy to terrorism without evidence.
RDD8807
Dec 11, 2025
Justin is.gonna be gone soon. And Trump is going to wait. And the next leader of Canada will be an ally of Trump
Justin is.gonna be gone soon. And Trump is going to wait. And the next leader of Canada will be an ally of Trump
Makes speculative claims about future political leadership and alignment without factual basis, comparing Canadian and U.S. political dynamics.
@areascoda2912
Mar 4, 2025
To the uneducated liberals in the comments, Canada already has a 270% tariff on American goods and has for the last decade with Donald Trump did was put reciprocal tariffs on Canada toQ further balance, …
To the uneducated liberals in the comments, Canada already has a 270% tariff on American goods and has for the last decade with Donald Trump did was put reciprocal tariffs on Canada toQ further balance, the imbalance so you guys being upset that President Trump isn’t acting tariffs on a country who’s already enacted tariffs on the United States then you’re being hypocrites. \n\nSee most of the world audience understands this you guys are actually the minority. Donald Trump is pulling at 60% in United States. The Democrats are pulling at 21% in United States. Just so you guys have an idea of just how unpopular you guys really are.
Makes specific factual claim about 270% tariff on American goods without evidence, combined with polling statistics presented as fact to support political argument.
@PGriffy404
Mar 4, 2025
Concise: Putin is cannibal demon,Trump is Big robber
Concise: Putin is cannibal demon,Trump is Big robber
Makes inflammatory unsubstantiated claims characterizing Putin and Trump with extreme language without evidence.
Unverified Claim
0.75
@zadhudrahula7318
Mar 4, 2025
P I thought Canada got rid of that child molesting dictator
P I thought Canada got rid of that child molesting dictator
Makes a serious factual accusation ('child molesting dictator') without evidence, presented as a claim about Trudeau's character and fitness for office.
@MontanaBail
Mar 4, 2025
This is win win for both Canadian and American politicians they basically evened out the playing field and now both citizens from both countries will have to pay more for things. Easy way to trick …
This is win win for both Canadian and American politicians they basically evened out the playing field and now both citizens from both countries will have to pay more for things. Easy way to trick the citizens we lose they win. They are all in this game together popping bottles and partying.
Presents unsubstantiated conspiracy claim that politicians deliberately collude to harm citizens while enriching themselves, without evidence.
@Matucks
Mar 4, 2025
Who froze accounts of the truckers? Trudeau is a dictator.
Who froze accounts of the truckers? Trudeau is a dictator.
Makes an accusation about account freezing and labels the PM a dictator without substantiation.
@Blip-Quip
Mar 4, 2025
Or course it's not actually about fentanyl or anything else. He's just doing everything he can think of to provoke a war because it would consolidate his power as a dictator.
Or course it's not actually about fentanyl or anything else. He's just doing everything he can think of to provoke a war because it would consolidate his power as a dictator.
Makes an unsubstantiated claim that the PM's actions are motivated by consolidating dictatorial power rather than stated policy concerns.
@naterudolph4035
Mar 4, 2025
Trump have Allied with Putin , abandoning Its closest allies...\nTrump and Mudk interest is to enriched themselves
Trump have Allied with Putin , abandoning Its closest allies...\nTrump and Mudk interest is to enriched themselves
Makes specific factual claims about Trump's alliances and motivations without evidence, presented as established fact.
@richardlangcay9903
Mar 4, 2025
Open borders still exist.
Open borders still exist.
Makes a specific factual assertion ('open borders still exist') without evidence, presented as a claim about current policy.
Unverified Claim
0.75
suzanchizen575
Dec 24, 2025
Not even close to enough. We have over a million here that shouldnt be.
Not even close to enough. We have over a million here that shouldnt be.
Makes a specific factual claim ('over a million here that shouldn't be') without evidence, presented as fact.
philnicholson7863
Dec 24, 2025
Putin has something on Trump, lets be honest.
Putin has something on Trump, lets be honest.
Makes an unsubstantiated conspiratorial claim about Putin's influence over Trump.
Unverified Claim
0.75
@rovinmangal4675
Mar 4, 2025
We're seeing many cases of Canadai's foreign born national truck drivers bringing trailers full of these drugs into US. They need to enact tougher enforcement and change some things.
We're seeing many cases of Canadai's foreign born national truck drivers bringing trailers full of these drugs into US. They need to enact tougher enforcement and change some things.
Asserts specific factual claim about Canadian truck drivers smuggling drugs without evidence, then calls for policy changes.
@gibbleway
Mar 4, 2025
If you watch CNN ? you are part of the problem LOL check on WHO pays them to spin the narrative!\n\nWar? Dictator ? Those are some strong and exaggerated words. As a diplomat he should …
If you watch CNN ? you are part of the problem LOL check on WHO pays them to spin the narrative!\n\nWar? Dictator ? Those are some strong and exaggerated words. As a diplomat he should know better ? just protect the borders like a good neighbor and you won’t have any issues … I think the US will be ok. \n\nCanada ?? has been an open border, ask all your DoorDash and Uber drivers in the US where they are coming from !!!! They all say Canada… Indians, Turkish, Palestine, Hispanics… quit lying ?\n\nJust because he speaks gently doesn’t mean he ain’t full of ?\n\n“Donald” uhmm President Trump .. homeboy shows little respect … for the president the entire country chose.
Makes specific factual claims about DoorDash/Uber drivers' nationalities and Canada's border policy without evidence, combined with criticism of media and diplomatic language.
@Dragonfly_magictarot
Mar 4, 2025
Compare Videos
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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Discourse Quality (Perspective API)