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
So what can be done? Unless they are Canadian citizens can they not be sent back?
So what can be done? Unless they are Canadian citizens can they not be sent back?
Direct information-seeking question about legal mechanisms for deportation of non-citizens.
Question
0.90
jordanb8909
Oct 15, 2025
What are the actual figures on who is not paying taxes and nit working?? It would be interesting to see.
What are the actual figures on who is not paying taxes and nit working?? It would be interesting to see.
Seeks specific data/figures on tax compliance and employment rates among immigrants, framed as information-seeking.
sonnyshap
Oct 6, 2025
Canadian Punjabi are all Hindus? 🤔
Canadian Punjabi are all Hindus? 🤔
Direct question seeking clarification about religious identity of a specific ethnic group.
Question
0.90
CosmicUncle-xx4lu
Feb 17, 2026
They the government does not shut down all fake colleges?
They the government does not shut down all fake colleges?
Seeks information about government action on fake colleges, framed as a question despite implicit policy criticism.
TinTinlol-i1l
Oct 4, 2025
Is Donald going to align the US with Russia now? Asking from Melbourne, Australia.
Is Donald going to align the US with Russia now? Asking from Melbourne, Australia.
Asks a direct question seeking information about potential US-Russia alignment, framed as genuine inquiry.
Question
0.90
@debl2581
Mar 4, 2025
What about scarborough now.
What about scarborough now.
Brief interrogative asking about Scarborough, seeking information or clarification.
Question
0.90
velmurugankandasamy9656
Oct 2, 2025
Europe stands with ??
Europe stands with ??
Brief questioning statement seeking clarification about European support for Canada.
Question
0.90
@spiritguided655
Mar 4, 2025
Where would you have them work?
Where would you have them work?
Direct information-seeking question challenging the premise of an implied argument about immigrant employment.
Question
0.90
toto6773
Mar 2, 2026
Is this real??
Is this real??
Simple information-seeking query about the authenticity of content.
Question
0.90
@williamevans1176
Mar 4, 2025
Love to this this guy debate with Trump? without his little JD backup
Love to this this guy debate with Trump? without his little JD backup
Commenter poses a hypothetical question about a debate scenario, seeking information or expressing curiosity about a potential confrontation.
Question
0.90
@bobajob1601
Mar 4, 2025
How they got in the first place
How they got in the first place
Direct information-seeking question about immigration processes and entry mechanisms.
Question
0.90
emilyt4323
Sep 28, 2025
New Brunswick is the only officially bilingual province in Canada.
New Brunswick is the only officially bilingual province in Canada.
A factual statement about Canadian provincial policy that appears to be informational rather than argumentative.
Question
0.90
myway8397
Feb 10, 2026
Can anyone who voted for trump make these tarriffs make sense to me?
Can anyone who voted for trump make these tarriffs make sense to me?
A direct request for explanation or clarification about the logic behind Trump's tariff policies.
Question
0.90
@nbkbot7836
Mar 4, 2025
Did he admit he entered a country illegally?
Did he admit he entered a country illegally?
Seeks clarification about whether someone admitted to illegal entry.
Question
0.90
JaySav912
Jan 27, 2026
What is with the tok tok vehicle Is this real or AI
What is with the tok tok vehicle
Is this real or AI
Seeks clarification about video authenticity and production methods.
Question
0.90
jgjalsas1315
Jan 27, 2026
Is he serious? He said he doesn’t see any difference between India and Canada? Really?!!
Is he serious? He said he doesn’t see any difference between India and Canada? Really?!!
Expresses skepticism and seeks clarification about a statement made in the video, comparing conditions between India and Canada.
michellevillanueva23
Sep 22, 2025
What immigrants are coming from Canada in large numbers?
What immigrants are coming from Canada in large numbers?
A direct factual question seeking clarification about immigration patterns.
Question
0.90
@Mr.TeETH78
Mar 4, 2025
Is the tarif imposed a breach of Canada right for \nfree exchange between our two countries?
Is the tarif imposed a breach of Canada right for \nfree exchange between our two countries?
Seeks clarification about whether tariffs violate trade agreements, framed as an information-seeking question.
@mylenegosselin2783
Mar 4, 2025
4:55 what'd he mean by that?
4:55 what'd he mean by that?
A direct clarification question about a specific moment in the video, seeking explanation of a statement.
Inner_City_Mixer
Feb 8, 2026
I’d like someone to clarify why it would be advantageous for America to oppose its allies and align with Putin—I genuinely don’t get it, but I assume there must be some logical reasoning behind it, …
I’d like someone to clarify why it would be advantageous for America to oppose its allies and align with Putin—I genuinely don’t get it, but I assume there must be some logical reasoning behind it, or at least an explanation that makes some kind of sense. I’d really appreciate it if someone could break it down for me.
Genuine information-seeking request asking for logical explanation or reasoning behind Trump's foreign policy alignment choices.
Question
0.90
@Metarig
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)