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
I'M REALLY CURIOUS HOW DONALD TRUMP BRAIN WORKS BERNIE SANDERS SHOULD KNOW SINCE THEY ARE THE SAME GENERATIONS....
I'M REALLY CURIOUS HOW DONALD TRUMP BRAIN WORKS BERNIE SANDERS SHOULD KNOW SINCE THEY ARE THE SAME GENERATIONS....
Expresses curiosity and poses an information-seeking question about Trump's thinking and generational comparison.
Question
0.80
@deborahmeghan5583
Mar 4, 2025
If tariffs are dumb why does Canada have them
If tariffs are dumb why does Canada have them
Rhetorical question challenging the logic of tariff policy, seeking clarification or debate about economic policy.
@kevins9412
Mar 4, 2025
Too many to ever remove effectively ? 🤔
Too many to ever remove effectively ? 🤔
Poses a rhetorical question about the feasibility of deportation policy implementation.
bobbyb.6644
Jan 2, 2026
Why didn’t Canada implement theses protections from Fentanyl before the US initiated Tarrifs
Why didn’t Canada implement theses protections from Fentanyl before the US initiated Tarrifs
Questions why Canada didn't implement fentanyl protections earlier, implicitly critiquing Canadian policy responsiveness.
@recoverycoach9708
Mar 4, 2025
I understand imposing tariffs to far away countries to bring jobs home, but Canada is right on their borders... why?
I understand imposing tariffs to far away countries to bring jobs home, but Canada is right on their borders... why?
Commenter seeks clarification about the rationale for US tariffs on a neighboring country, framed as an information-seeking question.
@AlexSCSI5
Mar 4, 2025
Why is nobody talking about the insane tariffs that Canada has had on the USA? Almost 300% on dairy products and we're complaining about 25%? What am I missing?
Why is nobody talking about the insane tariffs that Canada has had on the USA? Almost 300% on dairy products and we're complaining about 25%? What am I missing?
Seeks clarification about tariff discrepancies between Canada and USA, framed as genuine information-seeking with implicit critique.
@timrosenkranz7328
Mar 4, 2025
How do MAGA right defend TRUMP'S actions to align with Putin and weaken the Natioanl Security of America?
How do MAGA right defend TRUMP'S actions to align with Putin and weaken the Natioanl Security of America?
Poses a rhetorical question challenging Trump supporters to defend his alignment with Putin and national security implications.
@xoombunny9431
Mar 4, 2025
WHY ARE THERE SO MANY INDIANS?
WHY ARE THERE SO MANY INDIANS?
Interrogative format seeking information about demographic composition, though tone suggests underlying demographic anxiety.
Ban-sama
Jan 27, 2026
Can i immigrate please to Canada? I am American that supports Canada.
Can i immigrate please to Canada? I am American that supports Canada.
Seeks information about immigration eligibility while expressing personal identity as an American supporter of Canada.
@JohnGrove310
Mar 4, 2025
I maybe an ignorant on politics , but what happens when USA , well not USA but the Trump administrations has caused so much damage to the country to the point where other maybe most …
I maybe an ignorant on politics , but what happens when USA , well not USA but the Trump administrations has caused so much damage to the country to the point where other maybe most of his allies start taking responses such as that of Canada , and escalate to the point where perhaps USA lose most of his allies at least important allies such as Canada, the support of the global geopolitics , I Maine that scenario for a moment wouldn't that give Trump an excuse to align even more openly with Putin? I mean why would Trump want that at all who knows but he is certainly aligning with Russia just not openly at least that's what a lot of these decisions he has made recently seem to suggest I mean a lot of the consequences of those decisions and acting really seem to benefit someones agenda and to me a politics ignorant seems to be Putin ... Am I too crazy for thinking and feelings like that???
Primarily poses hypothetical questions about geopolitical consequences and Trump's alignment with Russia, framed as genuine inquiry despite political analysis.
@canival2006
Mar 4, 2025
I have a combination American and Ukrainian flag in front of my home. I think I need a Canadian flag, also. I'm wondering about the Amerucan flag. ?
I have a combination American and Ukrainian flag in front of my home. I think I need a Canadian flag, also. I'm wondering about the Amerucan flag. ?
Personal reflection on flag display with a direct question seeking advice or clarification.
@antigone2
Mar 4, 2025
Do you think the natives are the white people in canada??
Do you think the natives are the white people in canada??
Poses a clarifying question about the definition of 'natives' in Canada, challenging identity categorization.
anass777-17
Jan 27, 2026
Im from Quebec and I don't know what makes the white guy Canadian? how is he different from an American?
Im from Quebec and I don't know what makes the white guy Canadian? how is he different from an American?
Asks what defines Canadian identity while implicitly questioning the distinction between Canadians and Americans, touching on identity boundaries.
alainouellet7794
Feb 24, 2026
PUT TARIFFS ON TESLA???
PUT TARIFFS ON TESLA???
Interrogative statement seeking clarification or expressing surprise about tariff policy direction.
@styletokyo9888
Mar 4, 2025
My question is why only now you closed the border and prevent fentanyl and other illegality to pass over the border a.o child trafficking etc why not during biden's presidency??
My question is why only now you closed the border and prevent fentanyl and other illegality to pass over the border a.o child trafficking etc why not during biden's presidency??
Seeks clarification on border policy timing while implicitly criticizing previous administration's approach.
@johnnyromondt4873
Mar 4, 2025
I dont get this? US puts tariffs on a country, they do the same? Is there any winnings here?
I dont get this? US puts tariffs on a country, they do the same? Is there any winnings here?
Seeks clarification about tariff policy mechanics and outcomes, expressing confusion about economic strategy.
@gollese
Mar 4, 2025
Canada in the EU ??
Canada in the EU ??
Asks a clarifying question about Canada's relationship to the EU, implying comparative interest.
@RolfMeyer-cl7ou
Mar 4, 2025
Trump said he’s was doing tariffs 1:1 …? I didnt think it was about fentanyl…. Although I wonder how’s that’s calculated…. Bc us has like state tax, sales tax ect…. So wonder how the calculation …
Trump said he’s was doing tariffs 1:1 …? I didnt think it was about fentanyl…. Although I wonder how’s that’s calculated…. Bc us has like state tax, sales tax ect…. So wonder how the calculation works?
Seeks clarification about tariff calculations and fentanyl claims while questioning the logic of the policy.
@christopherripley5081
Mar 4, 2025
i am not from canada but why is there a hindu god statue on canada
i am not from canada but why is there a hindu god statue on canada
Asks for explanation about a Hindu statue in Canada, with implicit concern about religious/cultural presence.
bekolleko8857
Jan 27, 2026
how'd you even escape from that far place back to where you are? we asking the real questions
how'd you even escape from that far place back to where you are? we asking the real questions
Seeks clarification about the subject's journey, framed as a genuine inquiry about logistics.
Question
0.80
haveawonderfulday2432
Jan 27, 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)