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
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Question
1,353 comments
Why is nobody talking about the insane tariffs that Canada has had on the USA? Almost 300% on dairy products and we're complaining about 25%? What am I missing?
Why is nobody talking about the insane tariffs that Canada has had on the USA? Almost 300% on dairy products and we're complaining about 25%? What am I missing?
Seeks clarification about tariff discrepancies between Canada and USA, framed as genuine information-seeking with implicit critique.
@timrosenkranz7328
Mar 4, 2025
Can i immigrate please to Canada? I am American that supports Canada.
Can i immigrate please to Canada? I am American that supports Canada.
Seeks information about immigration eligibility while expressing personal identity as an American supporter of Canada.
@JohnGrove310
Mar 4, 2025
As an American why would I listen to a leader from another country?
As an American why would I listen to a leader from another country?
Rhetorical question asserting that Americans should not take direction from foreign leaders, questioning legitimacy.
@Chileman97
Mar 4, 2025
PUT TARIFFS ON TESLA???
PUT TARIFFS ON TESLA???
Interrogative statement seeking clarification or expressing surprise about tariff policy direction.
@styletokyo9888
Mar 4, 2025
Why is he talking for American people? Isn’t he impeached or something like that
Why is he talking for American people? Isn’t he impeached or something like that
Questions Trudeau's authority to speak for Americans and references impeachment, seeking clarification.
@HareeshGottipati
Mar 4, 2025
Immigration used one of the best in world. What happened? How did we get to the worst?
Immigration used one of the best in world. What happened? How did we get to the worst?
Seeks explanation for perceived decline in Canada's immigration system quality through rhetorical questions.
LorraineArams
Feb 26, 2026
Can someone explain to me how this is supposed to make groceries cheaper? I still cannot afford an omelette.
Can someone explain to me how this is supposed to make groceries cheaper? I still cannot afford an omelette.
Seeks clarification about policy impact on grocery prices while expressing personal economic hardship.
@w_handle
Mar 4, 2025
What are about the native americans
What are about the native americans
Raises a comparative question about Native Americans in relation to immigration policy, seeking clarification or highlighting perceived inconsistency.
SARYUGOPAUL-e9w
Jan 28, 2026
Why they are here
Why they are here
Comment poses a vague question about immigrant presence, seeking information or explanation about immigration motivations.
Question
0.80
dolmakyi4071
Jan 28, 2026
As a Montrealer, I would love to know how you are in the middle of MTL and also be 30 mins away from the boarder?
As a Montrealer, I would love to know how you are in the middle of MTL and also be 30 mins away from the boarder?
Seeks factual clarification about geographic inconsistencies in the video's narrative.
danieldanna4764
Jan 27, 2026
Isn't it the U.S. border officials and customs responsible for what comes into our country and Canadian border officials and customs responsible for what comes into their country. Also, most fentanyl in the U.S. is …
Isn't it the U.S. border officials and customs responsible for what comes into our country and Canadian border officials and customs responsible for what comes into their country. Also, most fentanyl in the U.S. is actually produced in the U.S. itself.
Rhetorical questioning about border responsibility, followed by a factual claim about fentanyl production sources.
@Lee-yy2lr
Mar 4, 2025
Is even like this in small town Saskatchewan.
Is even like this in small town Saskatchewan.
An incomplete question seeking information about whether similar conditions exist in Saskatchewan, framed as a comparative inquiry.
BraydenSZ
Jan 28, 2026
What about our hard-working doctors?
What about our hard-working doctors?
Brief rhetorical question raising concern about the impact on Canadian healthcare professionals, seeking acknowledgment of their situation.
Question
0.80
stephenstaeger1888
Feb 26, 2026
What has Canadians done to America??
What has Canadians done to America??
Information-seeking question about Canadian actions affecting America, framed as a comparison between nations.
@TomasLundgrenlto
Mar 4, 2025
Why does he keep having to say Poon Job, when he clearly knows how to pronounce it.
Why does he keep having to say Poon Job, when he clearly knows how to pronounce it.
Inquiry about the creator's pronunciation choices, questioning why a name is mispronounced when the creator knows the correct pronunciation.
Runey00
Jan 27, 2026
If tariffs only hurt american consumers why does he care?\n\nI also thought he stepped down.
If tariffs only hurt american consumers why does he care?\n\nI also thought he stepped down.
Seeks clarification on tariff logic and political status through rhetorical questioning.
@mightylaidlow1
Mar 4, 2025
Why is an American worried about Canadian business???
Why is an American worried about Canadian business???
Questioning comment that implies national boundary concerns, asking why an American is commenting on Canadian affairs.
mekhisharp7843
Jan 28, 2026
10:25 free money... in 2026... chat is this shi real?
10:25 free money... in 2026... chat is this shi real?
Skeptical question about a claim in the video, expressed with casual humor and doubt about credibility.
Huhuge
Jan 28, 2026
America what is our solution to this matter. How do you find the perfect balance with immigration?
America what is our solution to this matter. How do you find the perfect balance with immigration?
Seeks advice on immigration policy balance, comparing Canada's approach to America's.
DANNY_ASTRO
Jan 27, 2026
i have question about the indians that lives in canada ! if the us somehow attack canada ! are the indians there will defend canda or they will run away or they will help the …
i have question about the indians that lives in canada ! if the us somehow attack canada ! are the indians there will defend canda or they will run away or they will help the american to attach the candians people there
Information-seeking question about immigrant loyalty in hypothetical military conflict, framed with identity/belonging concerns.
kurtcobain7388
Jan 27, 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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