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
Why would u work with Isreal?
Why would u work with Isreal?
Direct question seeking clarification about Canada's relationship with Israel.
Question
0.90
@bilalbajwa2680
Mar 4, 2025
"The Interim Federal Health Program (IFHP) provides temporary health care coverage for specific groups in Canada, such as refugees and asylum claimants, who do not have access to provincial or territorial health insurance. It covers …
"The Interim Federal Health Program (IFHP) provides temporary health care coverage for specific groups in Canada, such as refugees and asylum claimants, who do not have access to provincial or territorial health insurance. It covers essential medical services, but some supplemental benefits will require co-payments starting May 1, 2026"
Provides factual information about the Interim Federal Health Program in a neutral, informational tone typical of clarification or educational content.
Question
0.90
bc5001
Feb 17, 2026
So it’s an invasion because they entered illegally or legal ?
So it’s an invasion because they entered illegally or legal ?
Seeks clarification about the definition or criteria for characterizing immigration as an 'invasion.'
Question
0.90
derrickozoemelam5058
Feb 17, 2026
Why is Trump doing this? I don't get it. I thought Canada was the USA's #1 buddy.
Why is Trump doing this? I don't get it. I thought Canada was the USA's #1 buddy.
Direct information-seeking question about Trump's motivations and Canada-US relations.
Question
0.90
@user-gy4lq1id1z
Mar 4, 2025
“Fentanyl Czar” how do you get that title
“Fentanyl Czar” how do you get that title
Asks a clarifying question about how someone acquired a specific title or position.
Question
0.90
@ryanmichael7229
Mar 4, 2025
Europe stands with ??
Europe stands with ??
Brief questioning statement seeking clarification about European support for Canada.
Question
0.90
@spiritguided655
Mar 4, 2025
Why is Trump acting so dumb and erratic? Question for all who have the answer…
Why is Trump acting so dumb and erratic? Question for all who have the answer…
Direct information-seeking question about Trump's behavior, explicitly requesting answers from others.
Question
0.90
@57tey
Mar 4, 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
Can someone please tell me why Trudeau is still here? I thought he resigned awhile ago. Just curious and confused.
Can someone please tell me why Trudeau is still here? I thought he resigned awhile ago. Just curious and confused.
Seeks factual clarification about Trudeau's resignation status, explicitly marked as a genuine question.
Question
0.90
@jsun3639
Mar 4, 2025
6:58 what is talking about? He spent over 8 years working with Donald? Really? How is that possible?
6:58 what is talking about? He spent over 8 years working with Donald? Really? How is that possible?
Directly questions a factual claim made in the video, seeking clarification about timeline accuracy.
Question
0.90
@Judsonberry
Mar 4, 2025
Why are they coming from their own country ?
Why are they coming from their own country ?
Simple information-seeking question about immigration motivations, asking why people leave their home countries.
Question
0.90
GodWon3
Feb 13, 2026
but she knew the visa was temporary ?
but she knew the visa was temporary ?
Direct clarification question about whether the visa holder was aware of the temporary nature of their visa.
Question
0.90
Eric-kn4yn
Feb 13, 2026
Nobody needs Canada ?
Nobody needs Canada ?
Brief rhetorical question expressing skepticism about Canada's importance or relevance.
Question
0.90
@BMFTeeVee
Mar 4, 2025
Does Trump think this will push Canadians to joining America as a new state.
Does Trump think this will push Canadians to joining America as a new state.
Poses a speculative question about Trump's strategic intent regarding Canadian statehood.
Question
0.90
@valjanes2549
Mar 4, 2025
But they can tariff us?
But they can tariff us?
Seeks clarification or points out apparent inconsistency in tariff policy.
Question
0.90
@johntodd2081
Mar 4, 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
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
97% drop in seizures ? So you’re seizing less now ? How does that make sense
97% drop in seizures ? So you’re seizing less now ? How does that make sense
Clarification question challenging the logic of a statistic mentioned in the video.
Question
0.90
@IEA_455
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
Guys just wanna clarify all Indians not punjabis and all brown people are from Indian they can be from srilanka ,Pakistan,Bangladesh
Guys just wanna clarify all Indians not punjabis and all brown people are from Indian they can be from srilanka ,Pakistan,Bangladesh
The commenter is seeking clarification about ethnic and geographic distinctions, framed as an informational request.
Question
0.90
hyhyhy4710
Mar 1, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)