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
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
Is there someplace that shows the speech without CNN talking over and repeating Trudeau, and possibly translating the French portions?
Is there someplace that shows the speech without CNN talking over and repeating Trudeau, and possibly translating the French portions?
Requests information about where to find an uninterrupted version of the speech.
Question
0.90
@indigodarkwolf
Mar 4, 2025
To the good people of Canada: \n\nI wonder how much revenue is generated by Canadian Tourism to Las Vegas annually?
To the good people of Canada: \n\nI wonder how much revenue is generated by Canadian Tourism to Las Vegas annually?
Poses an information-seeking question about Canadian tourism revenue to Las Vegas.
Question
0.90
@Justluv2024
Mar 4, 2025
I thought Canada was wanting to get rid of Trudeau. Didn't he resign?
I thought Canada was wanting to get rid of Trudeau. Didn't he resign?
Direct information-seeking question about Trudeau's resignation status.
Question
0.90
@vickiepatterson1809
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
help me understand here whats going on .. hasnt canada had several taxes on american goods for years? vat or whatever
help me understand here whats going on .. hasnt canada had several taxes on american goods for years? vat or whatever
Information-seeking question about historical Canadian tariffs and trade policy, seeking clarification on context.
@goombafreak
Mar 4, 2025
what other country gives health care for free beside canada for visiters
what other country gives health care for free beside canada for visiters
Seeks information by asking which countries provide free healthcare to visitors, comparing Canada to other nations.
ValWeins
Feb 26, 2026
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
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
If you already got in to Canada, why the hell would you migrate to America?
If you already got in to Canada, why the hell would you migrate to America?
Seeks clarification or information about migration patterns and motivations of immigrants already in Canada.
Question
0.90
Reptex_krka
Jan 27, 2026
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
I thought he resigned already... how many days are left for him in the office? ?
I thought he resigned already... how many days are left for him in the office? ?
Information-seeking question about a political figure's tenure and resignation status.
Question
0.90
@nicksharma9520
Mar 4, 2025
Did he say we just started better security yesterday?
Did he say we just started better security yesterday?
Seeks clarification about a specific statement made in the video regarding security measures.
Question
0.90
@stevesalisbury3657
Mar 4, 2025
Now he wanna talk to Trump?
Now he wanna talk to Trump?
A brief interrogative seeking clarification or expressing surprise about Trudeau's willingness to engage with Trump.
Question
0.90
@Jaguar-lr7jq
Mar 5, 2025
Are you hindu bro?
Are you hindu bro?
Direct question asking about someone's religious identity.
Question
0.90
DennisDndsdfsd
Jan 27, 2026
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
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
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
Where would you have them work?
Where would you have them work?
Direct information-seeking question challenging the premise of an implied argument about immigrant employment.
Question
0.90
toto6773
Mar 2, 2026
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
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)