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
I thought you Canadians ran this guy off already.
I thought you Canadians ran this guy off already.
Rhetorical question implying Canadians should have removed Trudeau, with nationalist undertones.
@skittleboy15
Mar 4, 2025
Why tf is there n auto rickshaw in Canada?
Why tf is there n auto rickshaw in Canada?
Questioning the presence of an auto rickshaw in Canada, likely expressing surprise or skepticism about cultural/commercial markers of immigration.
harryawe713
Jan 27, 2026
What time will you drop 😢from the sky
What time will you drop 😢from the sky
Appears to be asking about upload timing, though the phrasing is cryptic; primarily an information-seeking query.
Question
0.70
rickysingh8701
Feb 16, 2026
What are you going to fight with?
What are you going to fight with?
A brief, sarcastic question challenging the feasibility of military resistance, likely mocking the previous comment's call for revolution.
@iphonehackz9595
Mar 4, 2025
Wasn't this bozo supposed to resign ? He's done crying ? ?
Wasn't this bozo supposed to resign ? He's done crying ? ?
Poses rhetorical questions about resignation and emotional state, seeking clarification or expressing skepticism.
@evildos
Mar 4, 2025
Go to Trump from uk ??
Go to Trump from uk ??
Unclear phrasing but appears to be a question about Trump and the UK, seeking clarification or information.
Question
0.70
@miker7243
Mar 4, 2025
Germany ?? stand with Canada ??
Germany ?? stand with Canada ??
Questions whether Germany will support Canada, implying hope for international solidarity.
@Flattithefish
Mar 5, 2025
Does they popping in Streets of Canada?
Does they popping in Streets of Canada?
Appears to be an informal question about immigrant activity/presence in Canadian streets, though phrasing is unclear.
Question
0.70
PatriotOfPersia
Oct 26, 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
But does Trudeau really think Trump is smart? ?
But does Trudeau really think Trump is smart? ?
Rhetorical question expressing skepticism about Trump's intelligence, functioning as both inquiry and implicit criticism.
@GeorgieGirl1028
Mar 4, 2025
It’s not done if he’s buying in the dip?
It’s not done if he’s buying in the dip?
Appears to be a financial/investment question about market timing, likely off-topic or contextually unclear relative to immigration discussion.
Question
0.70
@MichaelSolk-ll4lg
Mar 4, 2025
Is anyone from Poland? Do we have Poland in the house? \n\n-- A concerned Canadian
Is anyone from Poland? Do we have Poland in the house? \n\n-- A concerned Canadian
Seeks to identify fellow Poles in the audience while asserting Canadian identity, mixing community-building with identity framing.
@gumpforrest6877
Mar 4, 2025
The real question is. Why are you still here ?
The real question is. Why are you still here ?
Phrased as a rhetorical question challenging someone's presence, implying they should leave.
@bharat2580
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
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
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
How come no one declared Hamas the terrorists they are?
How come no one declared Hamas the terrorists they are?
Poses a rhetorical question about Hamas designation, implying moral criticism of perceived inaction.
@sant4375
Mar 4, 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
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
Can we slow down just a bit? Things are moving too quickly...
Can we slow down just a bit? Things are moving too quickly...
Poses a rhetorical question expressing concern about pace of change, seeking acknowledgment or discussion of the issue.
Question
0.70
@jahoyhoy9097
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)