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
Why is the terrorist organization WSIB still running the show for injured workers?
Why is the terrorist organization WSIB still running the show for injured workers?
Makes an unsubstantiated claim labeling WSIB as a terrorist organization while framing it as a question.
@vinceagashi1121
Mar 4, 2025
isnt this perfect timing the federal court makes stricter penalties for the homeless poor and now the us and canada align to increase the burden on the us poor\nwow almost like it has been planned\nno …
isnt this perfect timing the federal court makes stricter penalties for the homeless poor and now the us and canada align to increase the burden on the us poor\nwow almost like it has been planned\nno way becas that would be devious\nthat sounds like another conspiracy\nbah humbug\nanother conspiracy\nnothing to see here\nthe govt loves us\ntrudeau loves us\nhe even said as much\nwe should take him at his word\nhe is in love\nlove love love\nwe love you to mr trudeau enjoy your retirement may it be long\n( https://youtu.be/_7xMfIp-irg?si=mWU_OB7pFTNyR1Mf )\nlove love love\nhow sweet the sound
Presents unsubstantiated claims about coordinated government planning between courts and US-Canada policy, with sarcastic tone suggesting conspiracy theory.
@dependswhoyouask
Mar 4, 2025
Fahran jaana hai, gandh machaiyenge udhar jaise india me karte the.
Fahran jaana hai, gandh machaiyenge udhar jaise india me karte the.
Makes an unsubstantiated claim in Hindi/Urdu that immigrants will cause disruption, without evidence.
@theslayer794
Mar 5, 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
Trump Xi and Putin in bed together
Trump Xi and Putin in bed together
Makes a specific factual assertion about political leaders conspiring together without evidence, presented as a conspiracy claim.
@joserizal9845
Mar 4, 2025
Putin's plan is coming along nicely. Well done Trump. Well done MAGA. This is the real insurrection.
Putin's plan is coming along nicely. Well done Trump. Well done MAGA. This is the real insurrection.
Makes conspiratorial claims about Putin's involvement and Trump executing a plan without evidence, framed as alarmist threat.
@costidisa
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
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
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
Wasn’t we 1 of your criminal Ponzi schemes TWOODO
Wasn’t we 1 of your criminal Ponzi schemes TWOODO
Makes an unsubstantiated accusation of criminal wrongdoing (Ponzi scheme) without evidence or specifics.
@bradybenton67
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
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
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
CNN is a globalist propaganda gaping maw.
CNN is a globalist propaganda gaping maw.
Makes an unsubstantiated claim about CNN being propaganda without evidence or specifics.
@Caesar_Himself
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
You will find a lot of these Students living in Brampton ,Milton who are missing living in rented basements
You will find a lot of these Students living in Brampton ,Milton who are missing living in rented basements
Asserts a specific claim about student housing conditions in particular cities without supporting evidence.
judecrasto9527
Sep 28, 2025
Many white people wanted Trump to win so they could dominate minorities like they used to. Thats a big reason he won. All other reasons are of lesser importance to them.
Many white people wanted Trump to win so they could dominate minorities like they used to. Thats a big reason he won. All other reasons are of lesser importance to them.
Unsubstantiated claim about Trump voters' racial motivations presented as fact without evidence.
@espn2829a
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
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)