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
Question
1,353 comments
What is your relationship with Russia? \nIf I don't understand it correctly it's not too good. \nWe have a Russian asset in the White House.
What is your relationship with Russia? \nIf I don't understand it correctly it's not too good. \nWe have a Russian asset in the White House.
Asks about Canada-Russia relations while making an unsubstantiated claim about a Russian asset in the White House.
@Patrick-k7j
Mar 4, 2025
Can Congress now impeach Trump for harming the US?
Can Congress now impeach Trump for harming the US?
Poses a question about impeachment proceedings, though off-topic from Canadian immigration.
@georgekondrat2062
Mar 4, 2025
why??? contributing billions to an aging/slowly dying economy thats why... but why - maybe to just live.
why??? contributing billions to an aging/slowly dying economy thats why... but why - maybe to just live.
Poses rhetorical questions about immigration's economic rationale, mixing inquiry with economic reasoning.
arjunnkrishna
Oct 15, 2025
Why are you crying to the Amercan people
Why are you crying to the Amercan people
Rhetorical question challenging Canada's diplomatic approach to American audience, seeking clarification or expressing skepticism.
@davidlozano6672
Mar 4, 2025
More LGBTQ will help with population growth. No?
More LGBTQ will help with population growth. No?
Rhetorical question about LGBTQ population and demographic growth, seeking clarification or debate.
Question
0.70
svc2461
Jan 21, 2026
Isn't question number 88 the Iceland?
Isn't question number 88 the Iceland?
Asks a clarification question about video content, likely referring to a specific timestamp or quiz element.
artinmodarres4586
Oct 21, 2025
Your supposed human trafficker is not Punjabi… and what human trafficker would let you to go to Pizza Pizza alone mate??
Your supposed human trafficker is not Punjabi… and what human trafficker would let you to go to Pizza Pizza alone mate??
Challenges the credibility of a claim made in the video by questioning the logic of the presented scenario.
diirejunchained
Jan 27, 2026
Will the EU help Canada when the US invade?
Will the EU help Canada when the US invade?
Poses a hypothetical question about international alliances and military support, comparing Canada's position to the EU.
@Matto_Harvo
Mar 4, 2025
Trudeau of all???
Trudeau of all???
Expresses confusion or skepticism about Trudeau's involvement, seeking clarification.
Question
0.70
@MWild-eq8ex
Mar 4, 2025
Why can’t American leadership speak clearly?
Why can’t American leadership speak clearly?
Phrased as a question seeking explanation for American leadership's communication style, with implicit criticism.
@centerpointDesign
Mar 4, 2025
can anybody explain why the residents of the failing conservative red states are so dependent upon illegal drugs and especially fent
can anybody explain why the residents of the failing conservative red states are so dependent upon illegal drugs and especially fent
Seeks explanation for drug dependency patterns in US states, framing comparative regional analysis.
@4NickAder
Mar 4, 2025
Wait, news said it was pakistanis? Or was it wrong
Wait, news said it was pakistanis? Or was it wrong
Seeks clarification about reported nationality of individuals in video, questioning accuracy of media reporting.
randomai-x1j
Feb 9, 2026
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Poses rhetorical questions questioning a political leader's credibility and alignment with Canadian interests.
lindabrouillette6765
Aug 25, 2025
When is Carney resigning ? Epstein 69 times ! ????
When is Carney resigning ?
Epstein 69 times ! ????
Asks about a political figure's resignation while making cryptic, unsubstantiated allegations.
ianbrown7089
Feb 27, 2026
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Rhetorical question challenging law enforcement priorities, implicitly calling for action against human trafficking.
TheDoughGetta
Jan 27, 2026
I wonder if there is far more fentanyl moving from the US into Canada than the other way around. Just disgusting.
I wonder if there is far more fentanyl moving from the US into Canada than the other way around. Just disgusting.
Speculative question about drug trafficking patterns between countries, comparing cross-border flows.
@MaraschinoMary1
Mar 4, 2025
who's gonna bet that this place pollution is worse than the rest of canada?
who's gonna bet that this place pollution is worse than the rest of canada?
Asks a speculative question about pollution levels that implies environmental/health concerns about the immigrant community.
maxamps45
Sep 21, 2025
Is Trump in Putins pocket? How much Russian money has financed this business affairs and political ambitions? Doe's Trump have a conflict of interests?
Is Trump in Putins pocket? How much Russian money has financed this business affairs and political ambitions? Doe's Trump have a conflict of interests?
Primarily poses questions about Trump's financial ties and conflicts of interest, though framed as rhetorical accusations.
@franklinrwful
Mar 4, 2025
Simply don't go, problem solved, unless indeed something there for you to attend to.
Simply don't go, problem solved, unless indeed something there for you to attend to.
Offers practical advice/suggestion framed as a simple solution, implicitly questioning why one would attend if there's no necessity.
Question
0.70
ijji4615
Dec 8, 2025
I don't get it. I'm not an American and i hoped for trump to win just for what he said he would and for what biden did to him by making him like Hitler which …
I don't get it. I'm not an American and i hoped for trump to win just for what he said he would and for what biden did to him by making him like Hitler which is not true and almost got him assassinated but seriously...after you see what is happening, how can someone support him.
Primarily seeks understanding through rhetorical questioning about Trump support, with embedded moral concerns about his actions.
@Γιωργοςκαλογρουλης
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)