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
Call to Action
2,768 comments
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
CfNoNx stop pushing the trump agenda. It is not America.
CfNoNx stop pushing the trump agenda. It is not America.
Urges others to stop promoting Trump's agenda, framing it as un-American and calling for resistance.
@danabennett4330
Mar 4, 2025
Mass deportation
Mass deportation
Brief statement advocating for mass deportation as a policy position and implicit call for action.
hamidohamid8613
Jan 24, 2026
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
this cannot start soon enough but will not happen under the corrupt liberals and con man carney
this cannot start soon enough but will not happen under the corrupt liberals and con man carney
Expresses urgency for action ('cannot start soon enough') while criticizing current political leadership as corrupt and incompetent.
goodNews-99
Jun 20, 2025
Vassey your a discrace to Canada..
Vassey your a discrace to Canada..
Directly attacks a named individual (Vassey) as a disgrace to Canada, implicitly calling for rejection or removal.
annemorrison9922
Feb 25, 2026
Finally, someone trying to do something about this issue
Finally, someone trying to do something about this issue
Expresses approval of someone taking action on immigration issues, implicitly encouraging similar action.
JessiJohnson
Sep 30, 2025
Lie lie lie don't be stupid and make a deal !!!
Lie lie lie don't be stupid and make a deal !!!
Commenter urges against making a deal and dismisses claims as lies, combining skepticism with a directive to others.
@lyledollarhite237
Mar 4, 2025
By the way Mack Donald’s are working Tax Free in Denmark!\n\nTime to shut that shit hole down!\n\n\nAmerica go F Yourself!
By the way Mack Donald’s are working Tax Free in Denmark!\n\nTime to shut that shit hole down!\n\n\nAmerica go F Yourself!
Makes an unverified claim about McDonald's tax status in Denmark while calling for action against American interests.
@kubel83
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
well I hope Sidhu gets deported now. what a jerk.
well I hope Sidhu gets deported now. what a jerk.
Expresses a desire for deportation action against a named individual, functioning as a call for government action.
Call to Action
0.72
GemmaCraft
Jan 29, 2026
If you voted for Trump, you voted for this foolery.
If you voted for Trump, you voted for this foolery.
Implicitly urges accountability for Trump voters by linking their vote to negative consequences, functioning as a moral judgment and indirect call to reconsider political choices.
@TasteAndSeeBakeshop1
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
He should call Trump that he is an Idiot and Stupid for doing this!
He should call Trump that he is an Idiot and Stupid for doing this!
Urges a political figure to publicly criticize Trump, combining a call for action with implicit moral judgment.
@danutbenedic
Mar 4, 2025
Trudeau strikes again!
Trudeau strikes again!
Blames Prime Minister Trudeau for immigration policy, implicitly calling for political change or accountability.
Aiphiae
Feb 23, 2026
Next make a video about How europians genocide Red Indians in North America.
Next make a video about How europians genocide Red Indians in North America.
Requests video content on a historical topic while implicitly comparing treatment of indigenous peoples to current immigration discourse.
James_Bond_007-y6x
Jan 27, 2026
Absolutely!!!!!!! This is what YOU voted for. Sincerely, The 92% Club 7:49. The plain and simple message of a L-E-A-D-E-R??? 18:53 WAIT!!! This election was not about the economy it was about the 'isims'....racism, classicism, …
Absolutely!!!!!!! This is what YOU voted for. Sincerely, The 92% Club 7:49. The plain and simple message of a L-E-A-D-E-R??? 18:53 WAIT!!! This election was not about the economy it was about the 'isims'....racism, classicism, sexisism.
Commenter uses accusatory language about voting choices and frames the election as ideologically driven, with implicit urging for accountability and change.
@QueenQuantina
Mar 4, 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
Stay in Canada, PLEASE
Stay in Canada, PLEASE
Urges immigrants to remain in Canada rather than settle, with implicit nationalist framing about who belongs.
jayjay-bz3rr
Jan 27, 2026
Go after Orange Alien hard Mr. Trudeau.He understand just that speach.
Go after Orange Alien hard Mr. Trudeau.He understand just that speach.
Commenter urges Trudeau to take aggressive action against Trump, using dehumanizing language.
Call to Action
0.72
@nazimhaxha5491
Mar 5, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)