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
How come no one declared Hamas the terrorists they are?
How come no one declared Hamas the terrorists they are?
Poses a rhetorical question about Hamas designation, implying moral criticism of perceived inaction.
@sant4375
Mar 4, 2025
Why people don't work at Tim Horton's anywhere anymore.
Why people don't work at Tim Horton's anywhere anymore.
Poses a question about labor shortages at Tim Hortons, likely implying immigration-related workforce concerns.
NorthernVess
Jan 27, 2026
can anybody explain why the residents of the failing conservative red states are so dependent upon illegal drugs and especially fent
can anybody explain why the residents of the failing conservative red states are so dependent upon illegal drugs and especially fent
Seeks explanation for drug dependency patterns in US states, framing comparative regional analysis.
@4NickAder
Mar 4, 2025
Why isn’t the US dollar sinking like a stone boat
Why isn’t the US dollar sinking like a stone boat
Phrased as a question but appears to be rhetorical commentary on economic/currency matters rather than genuine information-seeking.
Question
0.70
@MarkJamesButcher
Mar 4, 2025
Drug war right?
Drug war right?
Brief clarifying question about context, seeking information about the video's subject matter.
Question
0.70
@rujakracer5649
Mar 4, 2025
When is Carney resigning ? Epstein 69 times ! ????
When is Carney resigning ?
Epstein 69 times ! ????
Asks about a political figure's resignation while making cryptic, unsubstantiated allegations.
ianbrown7089
Feb 27, 2026
Is anyone from Poland? Do we have Poland in the house? \n\n-- A concerned Canadian
Is anyone from Poland? Do we have Poland in the house? \n\n-- A concerned Canadian
Seeks to identify fellow Poles in the audience while asserting Canadian identity, mixing community-building with identity framing.
@gumpforrest6877
Mar 4, 2025
SAME,CT, SCAN 6 MONTHS LIKE WTF
SAME,CT, SCAN 6 MONTHS LIKE WTF
Appears to be an information-seeking comment about medical scan wait times, though context is unclear.
Question
0.70
thatnativejustnative6271
Sep 8, 2025
Your supposed human trafficker is not Punjabi… and what human trafficker would let you to go to Pizza Pizza alone mate??
Your supposed human trafficker is not Punjabi… and what human trafficker would let you to go to Pizza Pizza alone mate??
Challenges the credibility of a claim made in the video by questioning the logic of the presented scenario.
diirejunchained
Jan 27, 2026
What time will you drop 😢from the sky
What time will you drop 😢from the sky
Appears to be asking about upload timing, though the phrasing is cryptic; primarily an information-seeking query.
Question
0.70
rickysingh8701
Feb 16, 2026
I think there is more people here than you think
I think there is more people here than you think
The comment expresses uncertainty and appears to challenge a claim, functioning as an implicit question about the accuracy of a statement.
Question
0.70
retrorich6991
Feb 27, 2026
More LGBTQ will help with population growth. No?
More LGBTQ will help with population growth. No?
Rhetorical question about LGBTQ population and demographic growth, seeking clarification or debate.
Question
0.70
svc2461
Jan 21, 2026
Canada can use economics and trade to against that dirty policy from sick guy called trump??
Canada can use economics and trade to against that dirty policy from sick guy called trump??
Inquiry about whether Canada can use economic/trade tools to counter a policy, phrased as a question despite grammatical issues.
@gulfheart891
Mar 4, 2025
who's gonna bet that this place pollution is worse than the rest of canada?
who's gonna bet that this place pollution is worse than the rest of canada?
Asks a speculative question about pollution levels that implies environmental/health concerns about the immigrant community.
maxamps45
Sep 21, 2025
Why did Justin Trudeau pay an undisclosed amount in a settlement to the parent of a former female student of his?
Why did Justin Trudeau pay an undisclosed amount in a settlement to the parent of a former female student of his?
Framed as a question but references an unverified allegation about Trudeau's past, seeking information or making an implicit accusation.
@usarmyconstitution1
Mar 5, 2025
Wasn't this bozo supposed to resign ? He's done crying ? ?
Wasn't this bozo supposed to resign ? He's done crying ? ?
Poses rhetorical questions about resignation and emotional state, seeking clarification or expressing skepticism.
@evildos
Mar 4, 2025
15:21 Why? How many kids your Grand mother had? and how many you have? Thats why, simpull
15:21 Why? How many kids your Grand mother had? and how many you have?
Thats why, simpull
Asks about family size patterns as explanation for demographic change, mixing inquiry with personal reference.
Kenkalsi
Sep 26, 2025
has anyone asked the question why is trump doing it, theres obviously a huge reason why, clearly its to get something done of some sort.
has anyone asked the question why is trump doing it, theres obviously a huge reason why, clearly its to get something done of some sort.
Poses a question about Trump's motivations while implying an unsubstantiated hidden agenda without evidence.
@JordRides
Mar 4, 2025
Why are they all from India?
Why are they all from India?
Asks a direct question about immigrant origins, though the phrasing suggests underlying concern about demographic composition.
Paul51764
Feb 17, 2026
Isn't gana working
Isn't gana working
Unclear phrasing but appears to be a question about whether something is working or will work.
Question
0.70
@MohamedAbshir-y2f
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)