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 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
As he states the tariffs is not related to fent, what is the actual reason he sees for these tariffs?
As he states the tariffs is not related to fent, what is the actual reason he sees for these tariffs?
A direct information-seeking question asking for clarification on the actual rationale behind the tariffs.
Question
0.90
@meme-yd8bp
Mar 4, 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
are there any other good youtubers or sources for coverage of this issue?
are there any other good youtubers or sources for coverage of this issue?
Request for recommendations on alternative sources and creators covering the immigration issue.
Question
0.90
DopeBass
Jan 23, 2026
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
The app is an elimination tool?
The app is an elimination tool?
Seeks clarification about the app's purpose with a direct question.
Question
0.90
AnnaAnnieAnneofGreenGables
Nov 20, 2025
Did you say "native Canadians"?
Did you say "native Canadians"?
Simple clarification question about terminology used in the video.
Question
0.90
path_as
Jan 27, 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
what about British and French?
what about British and French?
Simple information-seeking question asking about British and French immigration, seeking clarification or comparison.
Question
0.90
mrnobodydz
Jan 27, 2026
So what happened? Where is part 2?
So what happened? Where is part 2?
Asks about the continuation of the video series, a straightforward information-seeking question about the content.
ananda5880
Jan 27, 2026
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
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
Anyone can tell me please if this freexashback app thing acc works?
Anyone can tell me please if this freexashback app thing acc works?
Direct information-seeking question about whether a specific app or service works.
Question
0.90
cralex3414
Jan 27, 2026
Is he serious? He said he doesn’t see any difference between India and Canada? Really?!!
Is he serious? He said he doesn’t see any difference between India and Canada? Really?!!
Expresses skepticism and seeks clarification about a statement made in the video, comparing conditions between India and Canada.
michellevillanueva23
Sep 22, 2025
What happen now .
What happen now .
Simple information-seeking question asking what happens next, requesting clarification or updates.
Question
0.90
@wilvarr
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
Des anybody know who those very Canadian-looking people were standing behind the Prime Minister?
Des anybody know who those very Canadian-looking people were standing behind the Prime Minister?
Seeks information about individuals visible in the video, requesting clarification about their identity.
Question
0.90
@johnryan8533
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)