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
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
I wonder if they have a high birth rate in Canada as they do in India
I wonder if they have a high birth rate in Canada as they do in India
Frames as a question but implies a demographic concern about birth rates tied to immigrant origin.
Josephwildberger
Oct 7, 2025
Simply don't go, problem solved, unless indeed something there for you to attend to.
Simply don't go, problem solved, unless indeed something there for you to attend to.
Offers practical advice/suggestion framed as a simple solution, implicitly questioning why one would attend if there's no necessity.
Question
0.70
ijji4615
Dec 8, 2025
Does the U S peace plan Place Putin in the HAGUE OR THE WHITE HOUSE ? ?
Does the U S peace plan Place Putin in the HAGUE OR THE WHITE HOUSE ? ?
Poses a question about a peace plan while implying an unverified claim linking Putin to the White House.
@wayneoliver5987
Mar 4, 2025
How Canada allow that statue? And where is the Canada Police ?
How Canada allow that statue? And where is the Canada Police ?
Asks questions about government policy and law enforcement regarding an unspecified issue, seeking clarification.
MarieA787
Jan 27, 2026
Why are you crying to the Amercan people
Why are you crying to the Amercan people
Rhetorical question challenging Canada's diplomatic approach to American audience, seeking clarification or expressing skepticism.
@davidlozano6672
Mar 4, 2025
Trudeau of all???
Trudeau of all???
Expresses confusion or skepticism about Trudeau's involvement, seeking clarification.
Question
0.70
@MWild-eq8ex
Mar 4, 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
Have you already forgotten what he did in Corona times?
Have you already forgotten what he did in Corona times?
Phrased as a rhetorical question challenging Trudeau's past pandemic response, seeking acknowledgment of perceived failures.
@AssaultUPC
Mar 4, 2025
I thought you Canadians ran this guy off already.
I thought you Canadians ran this guy off already.
Rhetorical question implying Canadians should have removed Trudeau, with nationalist undertones.
@skittleboy15
Mar 4, 2025
I wonder if there is far more fentanyl moving from the US into Canada than the other way around. Just disgusting.
I wonder if there is far more fentanyl moving from the US into Canada than the other way around. Just disgusting.
Speculative question about drug trafficking patterns between countries, comparing cross-border flows.
@MaraschinoMary1
Mar 4, 2025
Trudeau said this is going to be hard on america. We will see?!!!!!?
Trudeau said this is going to be hard on america. We will see?!!!!!?
Seeks verification of Trudeau's claim about impact on America, framed as comparative statement between nations.
@coreyshrewsbury7390
Mar 5, 2025
Is this Canada's version of ICE 👀
Is this Canada's version of ICE 👀
Asks whether Canada's immigration enforcement resembles ICE, implying concern about aggressive deportation policies.
@dawkinsco6298
Feb 20, 2026
Umm that’s still a lot.
Umm that’s still a lot.
Brief skeptical response questioning the significance of a statistic presented in the video.
Question
0.65
argeldelacruz9545
Jan 5, 2026
Has there ever been a journalist to investigate what a 3 way is like? So we can all learn about that? Jw
Has there ever been a journalist to investigate what a 3 way is like? So we can all learn about that? Jw
Appears to be a sarcastic or off-topic question, possibly attempting humor or derailing the conversation.
themagmapizza5264
Jan 27, 2026
What are we even doing at this point?
What are we even doing at this point?
Vague rhetorical question expressing confusion or concern about the situation discussed, seeking clarification or expressing exasperation.
pdiddy-z8q
Feb 17, 2026
Do u expose grôomers? When yes r u pedophobe?
Do u expose grôomers?
When yes r u pedophobe?
Asks whether the creator exposes groomers and uses terminology ('pedophobe') that appears to question the creator's stance, though the intent is unclear and may be off-topic spam.
samantha-smith116
Feb 15, 2026
6k is crazy
6k is crazy
Brief exclamation about a number (likely salary or cost), unclear context but appears to be seeking clarification or expressing surprise about a figure.
Question
0.65
KaidenHall247
Jan 28, 2026
I can’t believe this.
I can’t believe this.
Vague expression of disbelief that functions as an implicit question seeking clarification or confirmation.
Question
0.65
@nyccontrabass3489
Mar 4, 2025
I think you need to go to Surrey BC
I think you need to go to Surrey BC
Appears to be a directive or suggestion to visit/observe Surrey BC, likely implying a question about immigration impacts there.
Question
0.65
jeongjamal127
Jan 29, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)