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
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
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 this his way of canceling out that 25% property tax he pulled out of his slimy hole?
Is this his way of canceling out that 25% property tax he pulled out of his slimy hole?
Seeks clarification about a policy position while expressing skepticism about its legitimacy through rhetorical questioning.
@Bongodudeguy
Mar 4, 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
And this guy has resigned???
And this guy has resigned???
Rhetorical question expressing surprise or criticism about a political figure's resignation decision.
@stevemerrill7430
Mar 4, 2025
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
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
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
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
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
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
Seeks clarification about the content creator's views on a related demographic topic, framed as curiosity about video creator's perspective.
JonasWicker
Feb 28, 2026
Unbelievable the human traffickers were asking for $6000 CND why not 6000 US since ? Then convert that afterwards to US dollars 😅🤣😂
Unbelievable the human traffickers were asking for $6000 CND why not 6000 US since ? Then convert that afterwards to US dollars 😅🤣😂
Asks a clarifying question about human trafficking pricing with sarcastic tone, seeking information about currency conversion logic.
Johnnyunionville-m3u
Jan 29, 2026
Why India 🇮🇳 people going in western countries and why they brings their stuff. Why they don't value western ? That my biggest question
Why India 🇮🇳 people going in western countries and why they brings their stuff. Why they don't value western ? That my biggest question
Frames as a question but primarily expresses concern about cultural preservation and immigrant assimilation patterns.
Chrissawma
Feb 16, 2026
????? the United States will be fine..
????? the United States will be fine..
Poses a rhetorical question expressing skepticism or reassurance about US stability.
Question
0.72
@alvarotoledo3696
Mar 4, 2025
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
Didn't the Canadians throw out Trudeau recently?\nWhy care now?
Didn't the Canadians throw out Trudeau recently?\nWhy care now?
Asks clarifying questions about Trudeau's status while implying skepticism about Canada's current political standing.
@freemancoyote3499
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
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
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
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)