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
That's a kind of language. That needs to be used against Donald Trump straight up..
That's a kind of language. That needs to be used against Donald Trump straight up..
Commenter urges using specific language/rhetoric against Trump, framing it as a strategic political action.
@carlossaenz4075
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
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
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
As a Canadian senior citizen , something has to be done. 🇨🇦
As a Canadian senior citizen , something has to be done. 🇨🇦
Vague appeal for action ('something has to be done') combined with identity assertion as a senior citizen, urging unspecified intervention.
mitchsing1109
Aug 27, 2025
Why no outrage when the left deports???
Why no outrage when the left deports???
Rhetorically questions why there is no outrage at left-wing deportations, implicitly calling for consistent political accountability.
MisterJessel
Feb 12, 2026
Trudeau wants to help Canada then he should resign
Trudeau wants to help Canada then he should resign
Urges Trudeau to resign as a specific action to improve Canada, framed as conditional on his commitment to helping the country.
@fredericklong-m2z
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
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
Canada and Europe should work together
Canada and Europe should work together
Suggests a course of action (collaboration between Canada and Europe) framed as a comparative geopolitical strategy.
@johannessilber5562
Mar 4, 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
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
Send them to punjab one by one
Send them to punjab one by one
Calls for deportation of immigrants back to Punjab, framed as a solution to perceived problems.
Thewek67
Jan 27, 2026
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
America can keep their goods.\n Trump has created all this and the rest of the world should wash their hands of Trump's deals.\n\nThe American people should be going crazy because of the power they have …
America can keep their goods.\n Trump has created all this and the rest of the world should wash their hands of Trump's deals.\n\nThe American people should be going crazy because of the power they have given Trump.\n\nCrazy times
Urges the world to reject Trump's deals and calls for American citizens to exercise their power, expressing alarm about the situation.
@vinceking7651
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
Time clean up immigration Canada now fired people foreigners back home now hire candians people know how do their jobs now
Time clean up immigration Canada now fired people foreigners back home now hire candians people know how do their jobs now
Urges immediate action to reverse immigration policy by deporting foreign workers and prioritizing Canadian hiring, despite grammatical issues.
AlfredMajor-d1t
Dec 19, 2025
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
@TylerOliveira You should travel to the west coast equivalent, Surrey, and talk about all the extortion.
@TylerOliveira You should travel to the west coast equivalent, Surrey, and talk about all the extortion.
Directs the content creator to investigate another location and report on alleged criminal activity there.
Kay85-i2c
Jan 29, 2026
Trudeau strikes again!
Trudeau strikes again!
Blames Prime Minister Trudeau for immigration policy, implicitly calling for political change or accountability.
Aiphiae
Feb 23, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)