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
I want to move to Canada ?
I want to move to Canada ?
Simple expression of interest/inquiry about moving to Canada.
Question
0.85
@gailjaramillo426
Mar 4, 2025
Why would i go there ?
Why would i go there ?
A rhetorical question expressing reluctance or seeking justification for travel to a destination.
Question
0.85
JamieLazarus-t3n
Dec 8, 2025
Could the money we get from the tariffs go to help Canadians?
Could the money we get from the tariffs go to help Canadians?
Information-seeking question about tariff revenue allocation to help Canadians, combining practical inquiry with economic concern.
@moimacart
Mar 4, 2025
Wait hold on i don't think Indians in canada don't work? 8:50
Wait hold on i don't think Indians in canada don't work? 8:50
The commenter is seeking clarification about a claim made in the video regarding Indian employment in Canada.
Question
0.85
thisisntnikki
Dec 17, 2025
And how do you propose they force them to go , seriously though
And how do you propose they force them to go , seriously though
Commenter is asking a clarifying question about how deportation would be enforced, seeking practical information.
Question
0.85
ghettocowboy993
Jul 10, 2025
Not sure why the tarrifs where exactly placed ,would need too see the books from the last ten years,,,,
Not sure why the tarrifs where exactly placed ,would need too see the books from the last ten years,,,,
Commenter expresses uncertainty about tariff placement and requests access to financial records for clarification.
Question
0.85
@wargodra
Mar 4, 2025
why does she sound AI...?
why does she sound AI...?
Asks a clarifying question about the video creator's voice quality, seeking information about the video itself.
@yuya.takiii
Feb 21, 2026
Is it india or Canada ? Does Canada need a mister Trump ?.
Is it india or Canada ?
Does Canada need a mister Trump ?.
Asks clarifying questions about Canada's identity and leadership, with implicit comparison to Trump/US politics.
SH-bw5fx
Aug 25, 2025
What is wrong with that guy? The one in the USA....
What is wrong with that guy? The one in the USA....
Direct question seeking clarification or expressing confusion about an unnamed person in the USA.
Question
0.85
@petrakolenakova2
Mar 4, 2025
Wait, I thought colonization was bad?
Wait, I thought colonization was bad?
Rhetorical question challenging the perceived contradiction between criticizing colonization and accepting immigration, implying an identity-based inconsistency argument.
Faustaao
Nov 14, 2025
Please help me understand this, it's a trade war to tariff someone equally who has been tariffing you 25% for years? Why was it not a trade war when Canada was tariffing the US with …
Please help me understand this, it's a trade war to tariff someone equally who has been tariffing you 25% for years? Why was it not a trade war when Canada was tariffing the US with 25% when the US was charging Canada nothing
Seeks clarification about trade war logic and tariff asymmetry, framed as genuine information-seeking question.
@TheHogswild66
Mar 4, 2025
Stand under my umbrella? Umbrella corporate insurance?
Stand under my umbrella?
Umbrella corporate insurance?
Series of fragmented questions about corporate insurance and umbrella coverage.
Question
0.85
AnnaAnnieAnneofGreenGables
Nov 20, 2025
Curious to know, what will OUR government do to assist Americans who will be hit hard by this trade war?
Curious to know, what will OUR government do to assist Americans who will be hit hard by this trade war?
Information-seeking question about government assistance for Americans affected by trade war.
@Naja_1111
Mar 4, 2025
Indian problem or Punjabi problem?
Indian problem or Punjabi problem?
Poses a clarifying question distinguishing between Indian and Punjabi identity categories.
Question
0.85
LeoRivers99
Feb 28, 2026
How’s he worked with Trump for over 8 years? Trump was President for only four! Interesting statement!
How’s he worked with Trump for over 8 years? Trump was President for only four! Interesting statement!
Challenges a factual claim about Trump's tenure length, seeking clarification on a specific statement.
Question
0.85
@karencrawford79
Mar 4, 2025
Trump is smart ?????????????
Trump is smart ?????????????
Poses a rhetorical question challenging the assertion that Trump is smart, seeking clarification or expressing skepticism.
Question
0.85
@Jezul-u6r
Mar 4, 2025
I need to move to Canada. Serious question, how does a US Citizen become Canadian resident? US is falling apart, no longer a place I love. It's so sad.
I need to move to Canada. Serious question, how does a US Citizen become Canadian resident? US is falling apart, no longer a place I love. It's so sad.
Seeks practical information about Canadian immigration while sharing personal motivation rooted in dissatisfaction with the US.
@anana9157
Mar 4, 2025
How come Canada still hasn't met it's 2% GDP allocated for NATO defense spending?
How come Canada still hasn't met it's 2% GDP allocated for NATO defense spending?
Information-seeking question about Canada's NATO spending commitments, implicitly critiquing policy shortfall.
@geoffreyr5074
Mar 4, 2025
Open Parliament ? JT calling Putin a dictator ?
Open Parliament ? JT calling Putin a dictator ?
Rhetorical questions expressing skepticism about parliamentary openness and Trudeau's criticism of Putin, seeking clarification or making a point through interrogative form.
Question
0.85
@lilybeth729
Mar 4, 2025
Ugh. Why is this happening.
Ugh. Why is this happening.
Rhetorical question expressing confusion and concern about an unfolding situation.
Question
0.85
@Beya045
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)