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
We are backing Russia and beefing with Canada? What's happening?
We are backing Russia and beefing with Canada? What's happening?
Direct question seeking clarification about apparent contradictions in geopolitical positioning.
Question
0.90
@kemayj
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
If i memorize all this questions the test can i pass?
If i memorize all this questions the test can i pass?
Seeks clarification about whether memorizing video content is sufficient for passing a test.
Question
0.90
Imayberandombc
May 14, 2025
Voted Liberal ?
Voted Liberal ?
Brief question asking about voting behavior, seeking information or making a rhetorical point about political affiliation.
Question
0.90
rutht4015
Aug 25, 2025
Why mass immigration is from one country
Why mass immigration is from one country
Seeks information about the geographic origin patterns of mass immigration to Canada.
Question
0.90
maxsnyder7731
Aug 26, 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
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
Is America great yet?
Is America great yet?
Poses a rhetorical question about whether America has achieved Trump's campaign promise, seeking implicit affirmation or critique.
Question
0.90
@munksoe
Mar 4, 2025
I thought this dude was voted out?
I thought this dude was voted out?
Direct information-seeking question about whether a political figure was voted out of office.
Question
0.90
@MostlyMohnMan
Mar 4, 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
Isn't trumps tariffs just matching canadas ?
Isn't trumps tariffs just matching canadas ?
Seeks clarification or information about whether Trump's tariffs are reciprocal to Canada's existing tariffs.
Question
0.90
@yaakovbelfer1698
Mar 4, 2025
How many MAGA supporters support the tariff that Don kicked in?
How many MAGA supporters support the tariff that Don kicked in?
Direct question seeking information about MAGA supporter positions on tariffs.
Question
0.90
@MichaelTseng-bl8zd
Mar 4, 2025
They the government does not shut down all fake colleges?
They the government does not shut down all fake colleges?
Seeks information about government action on fake colleges, framed as a question despite implicit policy criticism.
TinTinlol-i1l
Oct 4, 2025
In regards to the job issue, I wonder if allowing only a certain number of a certain demographic to be hired as opposes to giving majority of the jobs to that one demographic? Or maybe …
In regards to the job issue, I wonder if allowing only a certain number of a certain demographic to be hired as opposes to giving majority of the jobs to that one demographic? Or maybe removing the wage subsidies? Is canada even in a financial position to be subsidizing wages? I don’t know if that would help….. just a thought.
Poses exploratory questions about hiring practices, wage subsidies, and government fiscal capacity regarding immigration employment impacts.
kelly.trinidad
Aug 29, 2025
What about scarborough now.
What about scarborough now.
Brief interrogative asking about Scarborough, seeking information or clarification.
Question
0.90
velmurugankandasamy9656
Oct 2, 2025
Who is here in india
Who is here in india
Direct question asking who among viewers is located in India, seeking audience information.
Question
0.90
sumeraanjuman7413
Sep 9, 2025
Do you link to this pdf or can you share ? It’s for people who cannot watch 2hrs. Thanks
Do you link to this pdf or can you share ? It’s for people who cannot watch 2hrs. Thanks
Information-seeking request for PDF link or summary of video content for accessibility purposes.
SoulBackend
Sep 14, 2025
How the heck did this guy ever became president!
How the heck did this guy ever became president!
Rhetorical question expressing confusion or criticism about how Trump became president, seeking clarification or expressing disbelief.
Question
0.90
@NewCreationDermatologyClinic
Mar 4, 2025
How they got in the first place
How they got in the first place
Direct information-seeking question about immigration processes and entry mechanisms.
Question
0.90
emilyt4323
Sep 28, 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)