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
Take your tax information?? Is that what he said?
Take your tax information?? Is that what he said?
Seeks confirmation/clarification about what was stated in the video regarding tax information requirements.
Question
0.90
crocadoodle7101
Dec 10, 2025
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
Seeks clarification about historical facts presented in the video regarding European settlement origins.
Question
0.90
GleicianyMatias
Dec 5, 2025
Is this real??
Is this real??
Simple information-seeking query about the authenticity of content.
Question
0.90
@williamevans1176
Mar 4, 2025
Is this the governor of canada?
Is this the governor of canada?
Direct factual question about the identity/role of the person in the video.
Question
0.90
@MV-mj6vt
Mar 4, 2025
8 years? What is he talking about?
8 years? What is he talking about?
Seeks clarification about a specific claim made in the video regarding an eight-year timeframe.
Question
0.90
@MarkHancock-s8k
Mar 4, 2025
I dont know why canada is dragging Russia here ??
I dont know why canada is dragging Russia here ??
Expresses confusion and seeks clarification about why Russia is mentioned in the video's context.
Question
0.90
@bikashpahari5264
Mar 4, 2025
Did the MAGA networks show this?
Did the MAGA networks show this?
Asks whether mainstream media covered the speech, seeking information about media coverage.
@ricknfred1025
Mar 4, 2025
Is this my sign to move to Canada?
Is this my sign to move to Canada?
Information-seeking question about whether Canada's policies are attractive enough to prompt immigration.
@danman_ls
Mar 4, 2025
Why Canadiens are worried about Americans?
Why Canadiens are worried about Americans?
Direct information-seeking question about Canadian concerns regarding Americans, formatted as an inquiry.
Question
0.90
@claudiuserban6164
Mar 4, 2025
He hasn't seen his latest speech??
He hasn't seen his latest speech??
Direct question seeking clarification about whether the subject has viewed a recent speech.
Question
0.90
@DingDong-ly5cj
Mar 4, 2025
The redemption of Trudeau? Yes or no.
The redemption of Trudeau? Yes or no.
Direct yes-or-no question seeking others' opinions on Trudeau's redemption.
Question
0.90
@OCDGamer
Mar 5, 2025
Didn't this guy resign a few months ago? Or is it Mandela effect?
Didn't this guy resign a few months ago? Or is it Mandela effect?
Seeks factual clarification about whether Trudeau resigned, expressing confusion about recent events.
Question
0.90
@100Megashock
Mar 4, 2025
Canadian takes advantage ?
Canadian takes advantage ?
Brief interrogative statement seeking clarification or information about Canadian advantage or benefit.
Question
0.90
@KKK96226
Mar 5, 2025
So is Carney gonna allow pipelines to the EU?
So is Carney gonna allow pipelines to the EU?
Direct information-seeking question about a specific policy position regarding pipelines and the EU.
Question
0.90
@elpasitodelfin
Mar 4, 2025
Canada don’t have alliances any more ????
Canada don’t have alliances any more ????
Poses a direct question about Canada's alliances, seeking clarification or expressing confusion about the country's diplomatic status.
Question
0.90
@good_man4083
Mar 5, 2025
I have a question Canada has got the increase, Europe is next probably excluding Russia, but all these tariffs increase, is the rest of the world next, by rest of the world excluding, China which …
I have a question Canada has got the increase, Europe is next probably excluding Russia, but all these tariffs increase, is the rest of the world next, by rest of the world excluding, China which we know what the US response is. I'm talking about Australia, Japan, The Middle East , UAE, Qatar Saudi Arabia etc etc. Are we next?
Seeks clarification about potential tariff impacts on other countries following Canada's experience.
Question
0.90
@gpierre90
Mar 5, 2025
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
I understand...but when you ask 'do they assimilate'...as a Canadian I haven't a clue what that means. Honest question...
I understand...but when you ask 'do they assimilate'...as a Canadian I haven't a clue what that means. Honest question...
Genuine information-seeking question about the meaning of 'assimilation' in Canadian context.
Question
0.90
heartman2013
Oct 6, 2025
So what can be done? Unless they are Canadian citizens can they not be sent back?
So what can be done? Unless they are Canadian citizens can they not be sent back?
Direct information-seeking question about legal mechanisms for deportation of non-citizens.
Question
0.90
jordanb8909
Oct 15, 2025
What are the actual figures on who is not paying taxes and nit working?? It would be interesting to see.
What are the actual figures on who is not paying taxes and nit working?? It would be interesting to see.
Seeks specific data/figures on tax compliance and employment rates among immigrants, framed as information-seeking.
sonnyshap
Oct 6, 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)