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
Thought these were reciprocal tariffs, whats going on?
Thought these were reciprocal tariffs, whats going on?
Seeks clarification about the nature and mechanics of the tariffs being discussed.
Question
0.90
@justinmckibben4534
Mar 4, 2025
Why do the people let this happen?
Why do the people let this happen?
Direct question seeking explanation for why citizens allow immigration policies to proceed as they do.
Question
0.90
pablo4yu
Jan 29, 2026
Why would people vote 4 trump
Why would people vote 4 trump
Direct information-seeking question expressing confusion about voter behavior and motivations.
Question
0.90
@Thomasrod805
Mar 4, 2025
Does this have more to do with Justin and Melania?
Does this have more to do with Justin and Melania?
Directly asks a clarifying question about the relationship between political figures and the video's subject matter.
Question
0.90
@barbarahooker5065
Mar 4, 2025
Please, let us hear him speak
Please, let us hear him speak
Requests that the speaker be allowed to continue speaking, seeking more information.
Question
0.90
@RealGuddoo
Mar 4, 2025
why do u hate india
why do u hate india
Direct question asking why the creator hates India, seeking clarification or confrontation.
Question
0.90
KavKraft
Jan 27, 2026
Im West indian but I was born in Canada. Am I allowed to stay or should i go back to Trinidad and Tobago?
Im West indian but I was born in Canada. Am I allowed to stay or should i go back to Trinidad and Tobago?
Seeks clarification about immigration eligibility while asserting mixed cultural identity (West Indian/Canadian-born).
samdrewbies7883
Jan 29, 2026
Thought this guy was forced to resign due to his cabinet ministers peeling out. Who is next?
Thought this guy was forced to resign due to his cabinet ministers peeling out. Who is next?
Seeks clarification about political events and asks who will be next in leadership.
Question
0.90
@pepeleperth
Mar 4, 2025
can i bring needed supplies to Canada? 90 miles away.
can i bring needed supplies to Canada? 90 miles away.
Direct information-seeking question about bringing supplies to Canada from nearby location.
Question
0.90
@scotmarechaux2706
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
Are you hindu bro?
Are you hindu bro?
Direct question asking about someone's religious identity.
Question
0.90
DennisDndsdfsd
Jan 27, 2026
Is Canada going to make the Canadian Chinese pay more?
Is Canada going to make the Canadian Chinese pay more?
Direct information-seeking question about potential Canadian policy regarding Chinese-Canadian citizens.
Question
0.90
@CasperWang-n1k
Mar 4, 2025
0:58 They're sneaking people from Canada to Australia?
0:58 They're sneaking people from Canada to Australia?
Seeks clarification about a specific claim made in the video regarding people being moved between countries.
Question
0.90
thetarotbogan
Jan 29, 2026
Is Trump a Russian Spy
Is Trump a Russian Spy
Direct question seeking information or clarification about Trump's alleged ties to Russia.
Question
0.90
@aselafernando4288
Mar 5, 2025
Why does democrats call it's trade war???
Why does democrats call it's trade war???
Asks a direct question about terminology used by Democrats regarding trade policy.
Question
0.90
@KingShoemaker
Mar 4, 2025
5:00 Does this bozo not know that there are hundreds of millions of Muslim Indians?
5:00 Does this bozo not know that there are hundreds of millions of Muslim Indians?
Rhetorical question challenging someone's apparent lack of knowledge about Muslim Indians, seeking clarification or correction.
Question
0.90
fantasyXchannel
Jan 27, 2026
Plwaze tell me this AI
Plwaze tell me this AI
A direct request for information or clarification about AI, seeking explanation or details.
Question
0.90
@bboyleo2003
Mar 4, 2025
Carney and liberals don’t know this ?
Carney and liberals don’t know this ?
Rhetorical question questioning whether Carney and liberals are aware of the issues, seeking clarification or expressing doubt.
Question
0.90
ajaygupta9551
Aug 27, 2025
What happen now .
What happen now .
Simple information-seeking question asking what happens next, requesting clarification or updates.
Question
0.90
@wilvarr
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
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)