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
Search & Filter
Unverified Claim
3,221 comments
Soon we gonna see 50%
Soon we gonna see 50%
Vague claim about a future demographic or statistical threshold ('50%') presented without context or evidence, suggesting alarmism.
@MrChand12
Mar 5, 2025
Canada might cut off electricity to half the united states for a few hours as a demonstration and wake up call.
Canada might cut off electricity to half the united states for a few hours as a demonstration and wake up call.
Presents a speculative scenario about Canada cutting electricity as a 'demonstration' without evidence, mixing unverified claim with threat framing.
@rajdhaliwal7646
Mar 4, 2025
It's bc Trump OWES HIS SOUL TO VCOMPANY STORE.... ?
It's bc Trump OWES HIS SOUL TO VCOMPANY STORE.... ?
Makes an unsubstantiated conspiracy claim that Trump is controlled by corporate interests without evidence.
Unverified Claim
0.70
@carol-h7s
Mar 4, 2025
Castros love child and Zelenskyy are the dictators in this world. Go ahead and talk your talk. We in the US will no longer foot the bill for keeping Canada safe. Good luck Canada!
Castros love child and Zelenskyy are the dictators in this world. Go ahead and talk your talk. We in the US will no longer foot the bill for keeping Canada safe. Good luck Canada!
Makes unfounded claims (Trudeau is Castro's son, both are dictators) while asserting US superiority and expressing threat/withdrawal.
@edgarnewberry-cw4ld
Mar 4, 2025
The current financial system will collapse. It is vorrupt and must be replaced, and Trump knows. Still part of his promise to drain/clean the swamp.
The current financial system will collapse. It is vorrupt and must be replaced, and Trump knows. Still part of his promise to drain/clean the swamp.
Makes an unsubstantiated claim about financial system collapse and attributes knowledge to Trump without evidence.
@charlenajean1401
Mar 4, 2025
Canada is American puppet
Canada is American puppet
Makes an unsubstantiated geopolitical claim about Canada's relationship to America without evidence.
harishparbhoo2968
Apr 16, 2025
Russian asset, *_Agent Orange_* has succeeded in the isolation and the beginning of the fall of the United States. \n_Trudeau did not only speak for Canada, _*_he spoke for the entire free world_*
Russian asset, *_Agent Orange_* has succeeded in the isolation and the beginning of the fall of the United States. \n_Trudeau did not only speak for Canada, _*_he spoke for the entire free world_*
Makes unsubstantiated claims about Trump being a 'Russian asset' and causing US decline, presented as fact without evidence.
@spoiltchild79
Mar 4, 2025
All by design.
All by design.
Vague conspiracy insinuation suggesting immigration is intentionally orchestrated without providing specifics or evidence.
tuckersdadnb
Feb 18, 2026
Trump wants to bankrupt businesses so that he or his people can buy them.
Trump wants to bankrupt businesses so that he or his people can buy them.
Makes a specific factual claim about Trump's business motivations without evidence, presented as established fact.
@adelinabeganu
Mar 4, 2025
Reporters keep saying that the deterioration of U.S. and Canada relationship is exactly what their adversaries want…. But they are getting this wrong. Trump and Putin are NOT adversaries! They are alleis! \nTrump is planning …
Reporters keep saying that the deterioration of U.S. and Canada relationship is exactly what their adversaries want…. But they are getting this wrong. Trump and Putin are NOT adversaries! They are alleis! \nTrump is planning to do to his neighbors exactly what Putin is doing to Ukraine. The USA is now a dictatorship just like Russia.
Makes specific factual claims about Trump-Putin alliance and US dictatorship without evidence, while comparing US and Russia.
@raphaelmoretti71
Mar 4, 2025
Mr. Trumps tariffs are designed to hurt global economics, such that it's easier for Putin to win in Europe.
Mr. Trumps tariffs are designed to hurt global economics, such that it's easier for Putin to win in Europe.
Makes a specific causal claim about Trump's tariffs being designed to benefit Putin without evidence.
@_general_error
Mar 4, 2025
cant wait till someone goes for trump again and not miss. You guys have putin's buddy as a president. Theres something very wrong there. A Russian ally as president. People of USA got duped
cant wait till someone goes for trump again and not miss. You guys have putin's buddy as a president. Theres something very wrong there. A Russian ally as president. People of USA got duped
Makes unsubstantiated claims about Trump being a Russian ally and the U.S. being 'duped,' mixing conspiracy assertion with threat framing.
@Mike-s6u
Mar 4, 2025
Trump is compromised by Putin and is so weak, he'll sell the US to save his skin
Trump is compromised by Putin and is so weak, he'll sell the US to save his skin
Makes specific unsubstantiated claims about Trump being compromised by Putin and willing to sell the US, presented as fact.
@stephenappleyard5467
Mar 4, 2025
20 thousands students from India missing
20 thousands students from India missing
Presents a specific numerical claim ('20 thousands students from India missing') without context or evidence, suggesting a factual assertion requiring verification.
Unverified Claim
0.68
SuckaDiversity
Oct 3, 2025
Trump is wrong in this .... anyway they planned all this when Canada honored the international criminal court against Israel... on the record SC graham spoke in video about destroying Canada economy.... but Canada has …
Trump is wrong in this .... anyway they planned all this when Canada honored the international criminal court against Israel... on the record SC graham spoke in video about destroying Canada economy.... but Canada has two serious nations that will automatically back Canada.. the UK and it sphere AND France and it sphere.... the only problem is logistics But Denmark has the logistics solution.... anyway USA first started growing off track with bush jr ... he who started the downfall policies of usa ..
Contains unverified claims about planned economic destruction and alleged statements by politicians without evidence.
@hichamcitizen7471
Mar 4, 2025
USA is in bed with RUSSIA!!!!!!!
USA is in bed with RUSSIA!!!!!!!
Makes a specific factual claim about US-Russia collusion presented without evidence or elaboration.
@Actingbadly
Mar 4, 2025
Alberta having the India BRATS over populated drug trafficking from India problem.
Alberta having the India BRATS over populated drug trafficking from India problem.
Makes unverified claims linking Indian immigrants to drug trafficking and overpopulation without evidence.
bff1586
Oct 23, 2025
If you arrest your political opponents murder your people your a dictator just like zalinski.
If you arrest your political opponents murder your people your a dictator just like zalinski.
Makes unsubstantiated claims about arresting political opponents and murdering people, comparing to another leader.
@golfguy6071
Mar 4, 2025
Comrade Donald, what do the Russians have on you?
Comrade Donald, what do the Russians have on you?
Presents an unsubstantiated conspiracy theory (Russians having leverage) framed as a sarcastic question.
@davidzavaglia5820
Mar 4, 2025
I think it is because djt wants to make Canada a state.
I think it is because djt wants to make Canada a state.
Presents a specific factual claim about Trump's intentions without evidence or source.
Unverified Claim
0.68
@JudyLongandStephenSellinger
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)