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
Ok, show me people who are drug addict in Brampton or in downtown toronto , who you can call crackhead
Ok,
show me people who are drug addict in Brampton or in downtown toronto , who you can call crackhead
Requests evidence or clarification about claims regarding drug addiction in specific Canadian cities, seeking factual verification.
Question
0.85
srp9819
Sep 19, 2025
Why is this not aired on Fox News etc?
Why is this not aired on Fox News etc?
Commenter is asking why the video/content isn't being broadcast on Fox News, combining information-seeking with commentary about media coverage.
@oldgreentop
Mar 4, 2025
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
When his mandat will ends ? She said that hr will not be pm afrer few days.
When his mandat will ends ? She said that hr will not be pm afrer few days.
Asks when a political mandate will end and references a resignation, seeking clarification on political timeline.
Question
0.85
@BabelEnkidu
Mar 4, 2025
Idk how to feel about this...
Idk how to feel about this...
Expression of uncertainty seeking clarification or processing of complex feelings about the video topic.
Question
0.85
justaemptymall
Jan 27, 2026
Totally agree. Why are they refugees if their country isnt at war?
Totally agree. Why are they refugees if their country isnt at war?
Commenter questions the refugee classification criteria, seeking clarification on policy definitions while implicitly critiquing the system.
mastapeace593
Feb 25, 2026
Why canada always have Trudeau can you not have other leader?
Why canada always have Trudeau can you not have other leader?
Direct information-seeking question about Canadian political leadership options.
Question
0.85
@prudencepeacebustamante9739
Mar 4, 2025
let's see how this works out for canada
let's see how this works out for canada
Open-ended speculation about outcomes, seeking to understand how events will unfold.
Question
0.85
@danlut506
Mar 4, 2025
And why those with visas expired in 2025 are still in the country?
And why those with visas expired in 2025 are still in the country?
Seeks information about why expired visa holders remain in Canada, framed as a questioning critique of government enforcement.
kan77r94
Jan 19, 2026
Lets talk about immigrants coming to Canada and having children.
Lets talk about immigrants coming to Canada and having children.
Opens a discussion topic seeking to explore the subject of immigrant families and children in Canada.
Question
0.85
gooniebush
Sep 10, 2025
You should check out coming Georgia next
You should check out coming Georgia next
Requests the creator to cover Georgia as a topic, seeking information or content direction.
Question
0.85
Overbite15-f8w
Feb 4, 2026
Why are we doing this to our next door neighbors? How does anyone benefit from this? This is a very distressing turn of events and whoever is advising DT needs to be fired. I also …
Why are we doing this to our next door neighbors? How does anyone benefit from this? This is a very distressing turn of events and whoever is advising DT needs to be fired. I also wonder if all this theater and bluster coming from the WH is to distract us from other things? What is it that they don't want us to think about?
Multiple information-seeking questions about policy rationale and potential hidden motives, expressing moral concern.
@sagisli
Mar 4, 2025
Doesn’t Canada only account for like 5% of USAa gdp or something?
Doesn’t Canada only account for like 5% of USAa gdp or something?
Seeks clarification about Canada's economic size relative to USA, framed as a comparative question.
@Thriftybandits
Mar 4, 2025
ok but then isn't he doing the same to Canadians?
ok but then isn't he doing the same to Canadians?
Rhetorical question challenging the consistency of Canadian policy toward its own citizens, implying hypocrisy.
@sly2792004
Mar 4, 2025
so what are you doing canada?
so what are you doing canada?
Direct interrogative seeking clarification or response about Canada's actions regarding immigration.
Question
0.85
ncontrarian
Jan 18, 2026
7:50 why his footwear is zoomed is it not okay to wear in canada or usa does it make look cheap?? Can anybody explain i never went outside india
7:50 why his footwear is zoomed is it not okay to wear in canada or usa does it make look cheap?? Can anybody explain i never went outside india
Seeks clarification about cultural norms regarding footwear in Canada/USA compared to India, framed as an information-seeking question.
AmarKumar-vs2hc
Jan 29, 2026
What’s does the word “temporary “ means you dummies
What’s does the word “temporary “ means you dummies
Seeks clarification on the meaning of 'temporary,' though phrased dismissively toward others.
Question
0.85
dominion8732
Nov 21, 2025
What is that 6000$ is for? Driving you down that little road to cross the border alone?
What is that 6000$ is for? Driving you down that little road to cross the border alone?
Commenter is asking for clarification about what a $6000 fee covers, seeking information about border crossing procedures.
Question
0.85
dinduhnuffin
Feb 26, 2026
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
i though it was in london
i though it was in london
The commenter expresses confusion about the location, seeking clarification about whether the place discussed is in London.
Question
0.85
captainmaza
Jan 27, 2026
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)