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
I don’t agree with Trump but I’m trying to understand this….So he (Trudeau) punishes his own nation with carbon tariffs then tells his nation how tough it’s gonna be now that a foreign president applies …
I don’t agree with Trump but I’m trying to understand this….So he (Trudeau) punishes his own nation with carbon tariffs then tells his nation how tough it’s gonna be now that a foreign president applies tariffs…I’m sorry I just don’t get it…instead of starting a fight that will hurt us even more, why don’t he just let go of the carbon tax to help the suffering…\nIs he actually care or is it just politics ?
Primarily seeks understanding of policy logic through rhetorical questions, while expressing skepticism about government priorities.
@AndMec75
Mar 5, 2025
Hey justin they use fentanyl in hospitals. Big words but no actions. You going to fight the cartels?
Hey justin they use fentanyl in hospitals. Big words but no actions. You going to fight the cartels?
Poses a direct question to the Prime Minister about drug policy action while implicitly criticizing lack of concrete measures.
@mthz333
Mar 5, 2025
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
i am not from canada but why is there a hindu god statue on canada
i am not from canada but why is there a hindu god statue on canada
Asks for explanation about a Hindu statue in Canada, with implicit concern about religious/cultural presence.
bekolleko8857
Jan 27, 2026
Also if Canada is already dealing with the drug issues why are we doing this tariff with them
Also if Canada is already dealing with the drug issues why are we doing this tariff with them
Information-seeking question about the logic of tariffs given Canada's drug issues, framed as questioning policy rationale.
@Carl-ib4ig
Mar 4, 2025
Why did you redeem it????
Why did you redeem it????
Seeks clarification about a decision made in the video, likely regarding editorial choices.
Illyrianwarrior95
Jan 27, 2026
I don't know much about this guy. But why is he unpopular in Canada to the point that he resigned from office ? He looks and sounds so smart and he is working damn well …
I don't know much about this guy. But why is he unpopular in Canada to the point that he resigned from office ? He looks and sounds so smart and he is working damn well for his country. I love him !
Commenter asks information-seeking questions about why the leader is unpopular while expressing admiration and support.
@harryszn
Mar 4, 2025
Can't us in the EU strike a free trade deal asap to help Canada? I wonder.
Can't us in the EU strike a free trade deal asap to help Canada? I wonder.
Poses an information-seeking question about EU-Canada trade deals while comparing international relationships.
@loloflores123
Mar 4, 2025
WILL TRUDEAU SUSPEND THE CARBON TAX NOW?
WILL TRUDEAU SUSPEND THE CARBON TAX NOW?
Direct question about government policy (carbon tax) with implicit criticism.
@itsmechrispy6083
Mar 4, 2025
Is that white guy with the bicycle a racist comedian?
Is that white guy with the bicycle a racist comedian?
An information-seeking question about a person visible in the video content.
byaran1
Feb 25, 2026
Explain to me why this couldn't be achieved without Pierre? He lost his seat...you mean to tell me the party couldn't be a party without him?
Explain to me why this couldn't be achieved without Pierre? He lost his seat...you mean to tell me the party couldn't be a party without him?
Poses a rhetorical question challenging the necessity of a specific political figure for party governance, seeking clarification on political strategy.
christianmbenjamin
Feb 27, 2026
Didnt you resign?
Didnt you resign?
Brief question directed at the video creator, likely referencing a previous resignation or departure.
@chriswade0821
Mar 4, 2025
That's working even if you work for family or a friend..didn't understand that comment
That's working even if you work for family or a friend..didn't understand that comment
Seeks clarification about a specific point made in the video regarding work arrangements.
Question
0.80
tiffanyr4355
Sep 27, 2025
I thought he resigned lol
I thought he resigned lol
Seeks clarification about whether Trudeau resigned, expressing confusion about current events.
@edcunningham5562
Mar 4, 2025
If tariffs are bad, and it makes things cost more for your citizens. Why would they place tariffs on the United States? Make that make sense?
If tariffs are bad, and it makes things cost more for your citizens. Why would they place tariffs on the United States? Make that make sense?
Poses a rhetorical question challenging tariff policy logic, seeking clarification or making a critical point about economic policy.
@thatcarlifeR8
Mar 4, 2025
I cannot distinguish if this is just easy money making propaganda or if it is for real a demographic shift
I cannot distinguish if this is just easy money making propaganda or if it is for real a demographic shift
Expresses uncertainty about whether content is propaganda or reflects real demographic change, framed as an information-seeking question.
hermannnovakovic9507
Jan 27, 2026
why is trudeau choosing to do better after he resigned? :/
why is trudeau choosing to do better after he resigned? :/
Seeks clarification about a political figure's actions with skeptical tone, framed as an information-seeking query.
@gamingzsupraz6553
Mar 4, 2025
So if tariffs only hurt the U.S., then why place tariffs on the U.S. that will only hurt the Canadians?
So if tariffs only hurt the U.S., then why place tariffs on the U.S. that will only hurt the Canadians?
Poses a logical question about the inconsistency of tariff policy, seeking clarification while implicitly critiquing economic reasoning.
@StevenPruitt-d4g
Mar 4, 2025
But you need to give a number of the bogus claims....YES everyone agree bogus claim should Not get helath benifits ok, BUT HOW MANY ? '......''give or take actually half "....lol
But you need to give a number of the bogus claims....YES everyone agree bogus claim should Not get helath benifits ok, BUT HOW MANY ? '......''give or take actually half "....lol
Seeks specific data/numbers about bogus claims while critiquing vague policy language, primarily information-seeking.
carlosr944
Feb 24, 2026
What I dont get is, why do Canada put up tarifs too??????? This will make life in Canada more expensive. I dont get it..... as he says, there are no winnes in a tarif war. …
What I dont get is, why do Canada put up tarifs too??????? This will make life in Canada more expensive. I dont get it..... as he says, there are no winnes in a tarif war. So why do the same shit as Trump does? Just let the US pay 25% more... why should you pay more in Canada??? I dont get it.... this makes you just as dumb as Trump.
Seeks clarification on Canada's tariff policy logic while implicitly criticizing it as counterproductive.
@hfranke07
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
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2,313
Tyler Oliveira
1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
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4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
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3,445
Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
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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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