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 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
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
05:31 which video is this one where you spoke about how the factors of production are interlinked (really need it for a school project I'm working on)??
05:31 which video is this one where you spoke about how the factors of production are interlinked (really need it for a school project I'm working on)??
Viewer seeks information about a specific video timestamp and topic for academic purposes.
@ElnathanMalachiNcube
Mar 4, 2025
why tf would you wanna go to america if your already in canada. insanity
why tf would you wanna go to america if your already in canada. insanity
Rhetorical question expressing confusion about migration decisions from Canada to the USA.
Question
0.90
GhostlyTekk
Jan 27, 2026
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
How much will this referendum cost taxpayers?
How much will this referendum cost taxpayers?
Direct information-seeking question about the financial cost of a referendum to taxpayers.
@renatobarros729
Feb 21, 2026
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
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
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
will canada help fund ukraine How Canada plans to use Russian cash to help fund Ukraine’s war effort
will canada help fund ukraine How Canada plans to use Russian cash to help fund Ukraine’s war effort
Poses an information-seeking question about Canada's funding plans for Ukraine.
Question
0.90
@JamesJetland
Mar 4, 2025
I. THOUGHT TRUDEAU RESIGNED??
I. THOUGHT TRUDEAU RESIGNED??
Information-seeking question about Trudeau's resignation status.
Question
0.90
@Gibgdc
Mar 4, 2025
I thought he resigned
I thought he resigned
Seeks clarification about Trudeau's political status with a factual question.
Question
0.90
@ronaldinho12345678
Mar 4, 2025
Does it increase orange juice price?
Does it increase orange juice price?
Direct information-seeking question about economic impact (orange juice prices) of the policy.
@zewisdom4822
Mar 4, 2025
You mean 296,000, right?
You mean 296,000, right?
Factual correction request seeking clarification on a specific number mentioned in the video.
Question
0.90
jdel0317
Feb 18, 2026
Does trump work fot the kgb?
Does trump work fot the kgb?
Rhetorical question seeking information or confirmation about Trump's alleged ties to Russian intelligence.
Question
0.90
@donsharma6136
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
I thought this guy quit?
I thought this guy quit?
Information-seeking question about whether a public figure has retired from politics.
Question
0.90
@tylerkiener4435
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)