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
You have to do what you have to do and I believe we know this is due to Trump's actions. The thing is which country is he trying to break...yours or ours. ?
You have to do what you have to do and I believe we know this is due to Trump's actions. The thing is which country is he trying to break...yours or ours. ?
Seeks clarification about Trump's intentions while implicitly critiquing his actions as potentially destabilizing.
@HeartofaGypsy
Mar 4, 2025
Can i apply for asylum to flee to another country ? trump is ruining this country
Can i apply for asylum to flee to another country ? trump is ruining this country
Primarily an information-seeking question about asylum eligibility, with secondary fear-based motivation regarding Trump's policies.
@daddyRAMROD510
Mar 4, 2025
Wtf is that tuktuk ?
Wtf is that tuktuk ?
Asks about a vehicle (tuk-tuk) seen in the video, likely with humorous intent about cultural presence.
inf1nitedance505
Jan 27, 2026
I wonder how much fentanyl flows into Canada from the US...
I wonder how much fentanyl flows into Canada from the US...
Phrased as a question but implies concern about drug trafficking threat from the US.
@Corsuwey
Mar 5, 2025
why is it harder for Europeans to move to Anglo countries than for the 3rd world?
why is it harder for Europeans to move to Anglo countries than for the 3rd world?
Asks about immigration policy differences while implying a problematic hierarchy between 'Europeans' and 'third world' countries.
Gopfs
Jan 27, 2026
What's to stop these people from coming back? I hope it's not "voluntary compliance"...
What's to stop these people from coming back? I hope it's not "voluntary compliance"...
Poses a question about enforcement mechanisms while expressing skepticism and underlying security concerns.
Winger222
Feb 18, 2026
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled
with a population of men that you find unattractive and uninteresting to know.
"Why would an attractive single Indian Lady that dislikes White Skinned Men,
relocate to a Country where the a majority of men are White Shinned ? "
Can you tell us the Truth please. We are very interested in learning.
THANK YOU
Asks about motivations of Indian women immigrating to Canada while making assumptions about racial preferences and attractiveness.
capellanbrad1404
Feb 5, 2026
I don’t get why she said she doesn’t feel any racism in Canada. Like do you feel it in Punjab or smth that’s why you had to move?
I don’t get why she said she doesn’t feel any racism in Canada. Like do you feel it in Punjab or smth that’s why you had to move?
Asks a clarifying question about why the speaker claims no racism in Canada, implying skepticism about the claim.
oceanaj5015
Feb 8, 2026
Is there anyway we can become a Canadian provence? ?
Is there anyway we can become a Canadian provence? ?
Asks about becoming a Canadian province while implicitly asserting a desire for closer political integration with Canada.
@ju_aych39
Mar 4, 2025
Why can’t we have attractive, intelligent, professional, age appropriate, public servant Presidents anymore?
Why can’t we have attractive, intelligent, professional, age appropriate, public servant Presidents anymore?
Rhetorical question expressing frustration about leadership quality, seeking explanation for perceived decline in political standards.
@Boobalopbop
Mar 4, 2025
Conclusion : Canada started chasing the fentanyl seriously from January ??? So trump was right to play hard ?
Conclusion : Canada started chasing the fentanyl seriously from January ??? So trump was right to play hard ?
Poses a question about Canada's fentanyl policy timing while implying a factual claim that validates Trump's hardline stance.
@netaneldarmon
Mar 4, 2025
She could’ve applied for French speakers stream and easily gotten a PR
She could’ve applied for French speakers stream and easily gotten a PR
Implicitly questions why the person didn't use the French speakers stream for easier PR, suggesting alternative policy pathways.
aimalkhan677
Feb 11, 2026
were did this Trudeau come from why did u hide for 10 yr
were did this Trudeau come from why did u hide for 10 yr
Asks where Trudeau came from and criticizes him for hiding, combining information-seeking with implicit policy critique.
@mikedavis8071
Mar 4, 2025
I'm sorry is it just me or does it sounds like he's begging?
I'm sorry is it just me or does it sounds like he's begging?
Poses a question about the tone of Trudeau's speech, seeking validation or clarification about the speaker's apparent demeanor.
@cesarc6130
Mar 4, 2025
Question; is Donald Trump STUPID ????????
Question; is Donald Trump STUPID ????????
Poses a rhetorical question attacking Trump's intelligence, framed as inquiry but functioning as criticism.
@GaryEllington-p7b
Mar 4, 2025
Canada and Mexican have increase everything for ??
Canada and Mexican have increase everything for ??
Unclear question about price increases in Canada and Mexico, seeking clarification on economic impacts.
@wagnerlopez5221
Mar 4, 2025
Is this in Canada???i thought canada follow driving rules.
Is this in Canada???i thought canada follow driving rules.
Asks clarifying questions about the video's location and expresses surprise about driving behavior, mixing information-seeking with video commentary.
gramaelena
Jan 27, 2026
Id like to see how much fentynol has been seized coming into Canada from the USA! Why don't we have those numbers?
Id like to see how much fentynol has been seized coming into Canada from the USA! Why don't we have those numbers?
Requests data on fentanyl seizures while implying the government is hiding information, combining information-seeking with an unsubstantiated claim.
@leannestrickland3638
Mar 4, 2025
You know I'm'm reading all these comments about how much people support Canada and admire their prime minister and it makes me wonder who in America voted to give Donald Trump a 2nd term? How …
You know I'm'm reading all these comments about how much people support Canada and admire their prime minister and it makes me wonder who in America voted to give Donald Trump a 2nd term? How is it that he won the popular vote and the electoral vote? Either something is seriously wrong with our election system or Americans are bipolar!
Poses rhetorical questions about American voting patterns and election integrity while expressing moral confusion about Trump's support.
@josephjames532
Mar 4, 2025
how are the Indians not paying taxes?
how are the Indians not paying taxes?
Seeks clarification about tax compliance while implicitly asserting an unverified claim that Indians are not paying taxes.
olene184
Sep 30, 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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