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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Call to Action
2,768 comments
Close your border with American and buy everything from China ?? ?
Close your border with American and buy everything from China ?? ?
Urges Canada to close borders and redirect trade to China, advocating for specific policy action with economic rationale.
@James-y5s8x
Mar 4, 2025
No MP pensions get paid unless the budget is balanced. The budget would be balanced next year and a lot of people would be gone or lose benefits.
No MP pensions get paid unless the budget is balanced. The budget would be balanced next year and a lot of people would be gone or lose benefits.
Proposes linking MP pensions to balanced budgets as incentive mechanism to force fiscal responsibility and reduce government spending.
MapleMAGA1963
Feb 26, 2026
Mass deportation
Mass deportation
Brief statement advocating for mass deportation as a policy position and implicit call for action.
hamidohamid8613
Jan 24, 2026
If ge doubles the tariffs on you, do the same to him, any length he's willing to go, you go the same with him. He's nothing but a bully!
If ge doubles the tariffs on you, do the same to him, any length he's willing to go, you go the same with him. He's nothing but a bully!
Urges retaliatory action against Trump's tariffs while characterizing him as a bully, combining advocacy with threat framing.
@dorettabrown7767
Mar 4, 2025
Trump is a SLAVE of KGBFascist Putin !!!! What all of you Americans waiting for ??? Talk and Watch only ???!!!
Trump is a SLAVE of KGBFascist Putin !!!! What all of you Americans waiting for ??? Talk and Watch only ???!!!
Expresses alarm about Trump/Putin and urges Americans to take action ('What all of you Americans waiting for'), framed with strong emotional language.
@marorahimova
Mar 4, 2025
If you dont like indians in canada, then go back to your country.
If you dont like indians in canada, then go back to your country.
Directs those opposed to immigration to leave Canada, framing it as an ultimatum or dismissive call to action.
IAmGonnaPutSomeDirtInYourEye1
Jan 29, 2026
Let’s make a video on — how native feels abt Eurofication?
Let’s make a video on — how native feels abt Eurofication?
Requests video content on indigenous perspectives while implying cultural displacement concerns.
Urnightmare-666
Feb 28, 2026
Cover our secret CCP police next!!
Cover our secret CCP police next!!
Urges coverage of alleged 'secret CCP police' which combines a call-to-action with an unsubstantiated conspiracy claim.
solo_murph2002
Jan 27, 2026
You’re making a big mistake. Let is unite in brotherhood! EAST Alaska #51???MAGA!!
You’re making a big mistake. Let is unite in brotherhood! EAST Alaska #51???MAGA!!
Urges unity and brotherhood while promoting a political slogan (MAGA), combining solidarity language with implicit political mobilization.
@Heel.Grabber
Mar 4, 2025
Let's just not trade nothing from Canada
Let's just not trade nothing from Canada
Urges cessation of trade with Canada as a punitive economic action, framed as a directive to others.
@Thomas-p4o
Mar 4, 2025
Thank a liberal voter !
Thank a liberal voter !
Implicitly urges blame/action against liberal voters, framing immigration policy as a partisan political issue.
RANDYMCGOWAN-i5s
Oct 30, 2025
Unreal. Liberals need to go!
Unreal. Liberals need to go!
Expresses disapproval of current government and implicitly urges political change, framing immigration issues as a reason for electoral action.
aliciadrake9316
Nov 2, 2025
Now it's time to develop and implement an "Alberta is Calling You to Get Out." marketing campaign. Smith and Rath can be the first to leave
Now it's time to develop and implement an "Alberta is Calling You to Get Out." marketing campaign. Smith and Rath can be the first to leave
Proposes a counter-campaign to encourage out-migration, using sarcasm to urge political action against provincial leadership.
@CSKRewind
Feb 20, 2026
Next: cut the power. Leave them in the dark until they remove T, surrender to Guantanamo with his minions. \nCut the power to Walk Street, our dearest market fixers hooked on cocaine.
Next: cut the power. Leave them in the dark until they remove T, surrender to Guantanamo with his minions. \nCut the power to Walk Street, our dearest market fixers hooked on cocaine.
Calls for extreme action (cutting power, imprisonment) against political figures and financial institutions.
@gerardtheberge635
Mar 4, 2025
dont pss off the canadian truckers
dont pss off the canadian truckers
Warning against antagonizing Canadian truckers, implying potential protest or disruption as a consequence.
@timstevens3361
Mar 4, 2025
PLEASE help us tyler !! i didnt even wathc the video yet i just KNOW its a problem........ Canadian Customs Immagration ENTER THE CHAT Pleaaaaaseeee
PLEASE help us tyler !! i didnt even wathc the video yet i just KNOW its a problem........ Canadian Customs Immagration ENTER THE CHAT Pleaaaaaseeee
Commenter urgently appeals to the creator (Tyler) for help with immigration issues, framing it as a call for intervention or action.
tunerkits
Jan 28, 2026
Many thanks to Trudeau. I just love it, World Democracy Leaders like Trudeau, Macron, Keir Starmer and many more EU leaders will come to the aid of Americans to show just how Corrupt and Deranged …
Many thanks to Trudeau. I just love it, World Democracy Leaders like Trudeau, Macron, Keir Starmer and many more EU leaders will come to the aid of Americans to show just how Corrupt and Deranged Trump is and, he can't threaten or fire them. Trump's actions WILL trigger a unification of EU Countries with Canada and any other country that Trump threatens. Tesla EVs won't be purchased, EU and Canadian Satellites won't be launched by US companies, and you'll see EU and Canadian Defense company R&D funding and sales take-off as new Trade agreements are made between these other countries that Severely hurt the US Economy in numerous ways which, just maybe, some since into the total Nut-Job, Scum-Bag, multi-Felon and Rapist named Donald.
Calls for international coalition-building and economic retaliation against Trump's policies while framing it as a moral stance against corruption and threats.
@daviddeam7050
Mar 4, 2025
Canadians have done noooothing about it
Canadians have done noooothing about it
Implicitly urges Canadians to take action against immigration policy, framing inaction as the problem.
kingricoj345
Jan 28, 2026
Canada, Mexico and Europe should do a new trade agreement
Canada, Mexico and Europe should do a new trade agreement
Proposes a specific policy action (new trade agreement) among three nations.
@bot-sk8mt
Mar 4, 2025
Go do the democrat fraud cities next lol we need your version of nick shirleys video
Go do the democrat fraud cities next lol we need your version of nick shirleys video
Urges the creator to produce similar content about different cities, with reference to another creator's work.
Ghostinaaaaa
Jan 27, 2026
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)