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
Can we come up there please!!
Can we come up there please!!
Implicit request for immigration information or permission to relocate to Canada, framed as a hopeful question.
@bawdybyjade3881
Mar 4, 2025
25%? Dang!! ?
25%? Dang!! ?
Brief expression of surprise/inquiry about a statistic mentioned in the video.
Question
0.80
@dollygood66
Mar 4, 2025
Why can't we have a leader like this guy?
Why can't we have a leader like this guy?
Rhetorical question expressing desire for similar leadership, implicitly comparing leaders across nations.
@JamesLetcher
Mar 4, 2025
I thought the Incompetent Trudeau resignation was in effect ?
I thought the Incompetent Trudeau resignation was in effect ?
Asks about Trudeau's resignation status while implicitly critiquing his competence.
@michaelbell7914
Mar 4, 2025
What i dont underatand is how i read so many angry posts like these on every news networks yet, how the hell did Donald Trump get elected???!! Or do we have so many gullible people …
What i dont underatand is how i read so many angry posts like these on every news networks yet, how the hell did Donald Trump get elected???!! Or do we have so many gullible people in America who believed his lies and are now regretting voting for him?!
Primarily seeks clarification about apparent contradictions in public opinion and voting behavior, with implicit moral critique.
@0515usmcbri
Mar 4, 2025
Why does he keep having to say Poon Job, when he clearly knows how to pronounce it.
Why does he keep having to say Poon Job, when he clearly knows how to pronounce it.
Inquiry about the creator's pronunciation choices, questioning why a name is mispronounced when the creator knows the correct pronunciation.
Runey00
Jan 27, 2026
Why is an American worried about Canadian business???
Why is an American worried about Canadian business???
Questioning comment that implies national boundary concerns, asking why an American is commenting on Canadian affairs.
mekhisharp7843
Jan 28, 2026
Can someone explain to me how this is supposed to make groceries cheaper? I still cannot afford an omelette.
Can someone explain to me how this is supposed to make groceries cheaper? I still cannot afford an omelette.
Seeks clarification about policy impact on grocery prices while expressing personal economic hardship.
@w_handle
Mar 4, 2025
10:25 free money... in 2026... chat is this shi real?
10:25 free money... in 2026... chat is this shi real?
Skeptical question about a claim in the video, expressed with casual humor and doubt about credibility.
Huhuge
Jan 28, 2026
The questioner is just proving her own questions? What is non-compliance as a student? Not going to the college? How many colleges shut down their courses within the said period? Do you expect students to …
The questioner is just proving her own questions?
What is non-compliance as a student?
Not going to the college?
How many colleges shut down their courses within the said period?
Do you expect students to be firever students?
What if they get work permit while still being student? This is very possible for the IT engineers from India, they are student here but get a job in USA or any other country and they leave.
Where are the statistics of students who got married to Canadian nationals and decided to stop studying because of family expenses?
It will be easy to track down the fees transfer and return of these said 8% non-compliant students. Did they get their money back? If not, then why didn't colleges paid the remaining fees back and report that non-obligatory to the study visa rules?
Or, was the past govt quite about this because Canada needed cheap labor and money in other colleges accounts?
Raises multiple clarifying questions about student compliance definitions and data, challenging the narrative with logical scrutiny.
binkypatel1
Sep 29, 2025
As an American why would I listen to a leader from another country?
As an American why would I listen to a leader from another country?
Rhetorical question asserting that Americans should not take direction from foreign leaders, questioning legitimacy.
@Chileman97
Mar 4, 2025
4:11 that is violation man, can I sayit is racist or joke. Wagwan
4:11 that is violation man, can I sayit is racist or joke. Wagwan
Seeks clarification about whether a specific behavior constitutes racism or is merely joking, combining information-seeking with ethical concern.
mosmaantech556
Jan 28, 2026
Is the bike guy an actor, just pretending he’s being racist? I do think “freedom of expression” should have limits.
Is the bike guy an actor, just pretending he’s being racist? I do think “freedom of expression” should have limits.
Asks whether the bike character is acting while raising a moral argument about limits on freedom of expression.
LucasOliveira-fl7tt
Jan 29, 2026
Ok so dont kill me but ERRM........ Should we be rethinking this guy resigning?
Ok so dont kill me but ERRM........ Should we be rethinking this guy resigning?
Seeks input on whether the PM's resignation decision should be reconsidered, framed as an information-seeking question with implicit policy doubt.
@6Harbin6er6
Mar 4, 2025
Was there a tuck tuck/ auto driving in Canada in front of their car.
Was there a tuck tuck/ auto driving in Canada in front of their car.
Commenter asks a clarifying question about whether a tuk-tuk/auto was visible in the video footage.
Question
0.80
Kirpa001
Jan 27, 2026
100% immigration department and justice system is responsible for it?
100% immigration department and justice system is responsible for it?
Poses a question about institutional responsibility for immigration and justice system failures, seeking clarification or accountability.
rajadurai4021
Feb 18, 2026
Why would.. anyone want to go to the US if they've got citizenship or any kind of life in Canada?
Why would.. anyone want to go to the US if they've got citizenship or any kind of life in Canada?
Seeks clarification about immigration motivations while implicitly comparing Canada favorably to the US.
Uncouth
Jan 27, 2026
She asks why they’re coming here?really.
She asks why they’re coming here?really.
Expresses skepticism about someone's question regarding immigration motivations, seeking clarification or challenging the premise.
Question
0.80
suzanchizen575
Feb 24, 2026
Is Putin agent's Trump?
Is Putin agent's Trump?
Poses a question about Trump's alleged connection to Putin, framed as information-seeking but implying an unverified conspiracy claim.
@ErimiasTeka
Mar 4, 2025
The question is who is going to pay for the pension, education and health system if there is less workers???
The question is who is going to pay for the pension, education and health system if there is less workers???
Poses a rhetorical question about workforce sustainability and funding of public systems, combining inquiry with economic concern about demographic change.
almichel888
Jan 20, 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)