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
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Question
1,353 comments
8:57 yes unc they are dirty but walking naked inside their house is okay when your naked on the street i think?
8:57 yes unc they are dirty but walking naked inside their house is okay when your naked on the street i think?
Poses a question about cultural norms regarding public versus private behavior, with implicit cultural criticism.
tabeen1779
Feb 19, 2026
WTF IS HAPPENING W/ TRUMP
WTF IS HAPPENING W/ TRUMP
Expresses confusion and seeks clarification about Trump-related developments, though phrased as an exclamation.
@jimboyfuentes658
Mar 5, 2025
So why canadians are silents 😢
So why canadians are silents 😢
Expresses concern about Canadian silence on immigration issues, framed as an information-seeking question with underlying moral concern.
InduwaraDineth-x5l
Feb 13, 2026
This guy is a disgrace, didn’t he already resign.
This guy is a disgrace, didn’t he already resign.
Questions the political leader's status while implying he lacks legitimacy to hold office.
@rodp2592
Mar 5, 2025
9:06 he came as a student he is done with studying
9:06 he came as a student he is done with studying
Seeks clarification about a specific claim made in the video regarding a student's status.
Strengthandpower00
Sep 19, 2025
Guys what is going on here. Canadians have always worked with or American neighbours. This is getting way out of hand.
Guys what is going on here. Canadians have always worked with or American neighbours. This is getting way out of hand.
Seeks clarification about current events while expressing concern about disruption to traditional Canada-US cooperation.
@brentcharleneking2016
Mar 4, 2025
lmao people need to learn about immigration process. not like he said, she said thing
lmao people need to learn about immigration process. not like he said, she said thing
Humorously suggests people need to learn about immigration processes rather than relying on anecdotal accounts.
adityathakur00
Sep 19, 2025
What about all the tarriffs we are already paying TO Canada???
What about all the tarriffs we are already paying TO Canada???
Poses a question about existing Canadian tariffs while implicitly raising economic concerns about trade.
@karengoad6427
Mar 4, 2025
Why is this has been still around ?
Why is this has been still around ?
Asks why Trudeau remains in office, phrased as a rhetorical question expressing disapproval of his continued leadership.
@TipManToks
Mar 4, 2025
So why is Lamont walking around Edmonton? Why is Desiree running loose?
So why is Lamont walking around Edmonton? Why is Desiree running loose?
Asks about specific individuals (Lamont and Desiree) in a way that implies security/safety concerns, though context is unclear.
JasdeepManhas
Nov 14, 2025
We even play baseball ⚾️ and basketball ? together. What will happen ? to that?
We even play baseball ⚾️ and basketball ? together. What will happen ? to that?
Expresses concern about shared cultural activities (sports) and asks what will happen to them, framed as an identity/belonging question about integration.
@Vernon-g8t
Mar 4, 2025
is canada is against their citizens
is canada is against their citizens
Seeks clarification about government priorities through a rhetorical question implying unfair treatment of citizens.
rxrogx2345
Jan 11, 2026
Is that birder plan to keep us out? \n\nI would t blane you.
Is that birder plan to keep us out? \n\nI would t blane you.
Asks about border policy ('birder plan') while expressing nationalist sentiment about keeping people out, mixing information-seeking with identity-based framing.
@JasonFightsCrime
Mar 4, 2025
are you from pajeet
are you from pajeet
Asking about someone's origin/ethnicity, though the term used ('pajeet') is a derogatory slur suggesting identity-based mockery.
MrBombastic_007
Jan 27, 2026
why is everyone in canada a great value jordan peterson or Sagar?
why is everyone in canada a great value jordan peterson or Sagar?
Posed as a rhetorical question with satirical intent, questioning the prevalence of certain personality types or individuals in Canada.
thanosianthemadtitanic
Jan 27, 2026
China is striking back on the other side... What about the Mexican?
China is striking back on the other side... What about the Mexican?
Seeks information about trade responses from different countries, comparing their positions.
@Jeff-Mr
Mar 4, 2025
Wow did you do. All of that just now ? Just because Mr. Trump started threatening you with tariffs ???? Donald your the best president ever
Wow did you do. All of that just now ? Just because Mr. Trump started threatening you with tariffs ???? Donald your the best president ever
Poses a questioning challenge about Canada's motivations while expressing support for Trump, mixing inquiry with political assertion.
@jaym4290
Mar 4, 2025
Please, can Trump Refugees get expedited sanctuary in Canada?
Please, can Trump Refugees get expedited sanctuary in Canada?
Asks about refugee sanctuary for Americans, likely with satirical intent but structured as an information-seeking question.
@KenOtwell
Mar 4, 2025
How someone is surviving high inflation without work and even without work permit 😅
How someone is surviving high inflation without work and even without work permit 😅
Poses a skeptical question about economic survival during inflation, implying illegal activity or fraud without explicit accusation.
sameenakidwai8132
Sep 28, 2025
0:19 TF he mean by that like i mean it isn’t there homeland
0:19 TF he mean by that like i mean it isn’t there homeland
Commenter questions a statement with confusion about homeland/belonging, seeking clarification while implying identity-based concerns.
Thecouchmountaineer
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)