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
Native Canadians? Really
Native Canadians? Really
Challenges the term 'Native Canadians' with skepticism, questioning its accuracy or appropriateness.
funckyzeit
Jan 27, 2026
Tariffs have begun ?. American Alcohol taken off Canadian shelves ?\nVideo: https://youtube.com/shorts/KcZVKc0Pa2k?si=wxaoHJGRq2bgJ4Io
Tariffs have begun ?. American Alcohol taken off Canadian shelves ?\nVideo: https://youtube.com/shorts/KcZVKc0Pa2k?si=wxaoHJGRq2bgJ4Io
Seeks information about tariff impacts with a question mark, while sharing a video link for evidence.
@BritneyWaldron
Mar 4, 2025
Go prime minister treudou apply it to Trump administration???????
Go prime minister treudou apply it to Trump administration???????
Asks whether the same policy should apply to the Trump administration, seeking clarification or consistency.
@hildalumalang4388
Mar 4, 2025
I’m suspiciously wondering why he cares so much about America he should be up there speaking about his country. I think the gaslighting us.
I’m suspiciously wondering why he cares so much about America he should be up there speaking about his country. I think the gaslighting us.
Expresses suspicion and questions Trudeau's motives for speaking about America rather than Canada, implying criticism.
@sonyabplace
Mar 4, 2025
I have no horse in the race but I'm interested in seeing this canadian loyalty that everyone talks about.
I have no horse in the race but I'm interested in seeing this canadian loyalty that everyone talks about.
Expresses curiosity about Canadian national identity and loyalty, framed as an information-seeking observation.
@tengkuadam1399
Mar 4, 2025
You're reasonable but can't understand that you have to talk to people to resolve issues?
You're reasonable but can't understand that you have to talk to people to resolve issues?
The comment poses a rhetorical question challenging someone's reasoning about dialogue and conflict resolution.
Question
0.75
@TacticalPower88
Mar 4, 2025
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster …
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster this has impacted the majority of canadiens in a negative regard.
Asserts negative identity-based claim about Canada's state but frames it as a request for evidence, seeking substantiation.
elimayhew7933
Jan 27, 2026
Yeah, Yeah, Yeah, but did you thank Donald? Huh? Did you?
Yeah, Yeah, Yeah, but did you thank Donald? Huh? Did you?
Poses a rhetorical question seeking information or clarification about credit/responsibility.
Question
0.75
@Mr394053
Mar 4, 2025
wow $35 per months
wow $35 per months
Appears to be a clarifying question about a specific monetary figure mentioned in the video.
Question
0.75
amgbrandsnetworkinc.6579
Jan 23, 2026
Why is he still PM ?????
Why is he still PM ?????
Rhetorical question expressing frustration about political leadership, seeking validation rather than information.
@tedpallas6169
Mar 4, 2025
I wonder how Trumptin will respond to this.
I wonder how Trumptin will respond to this.
Expresses curiosity about how a political figure will respond, combining information-seeking with commentary about external events.
@markm6028
Mar 4, 2025
Why did Eritrean and Somalia’s catch strays ?
Why did Eritrean and Somalia’s catch strays ?
Asks why specific nationalities (Eritrean and Somali) are being negatively referenced, seeking clarification or expressing confusion.
Question
0.75
YouielYiebiyo
Jan 27, 2026
Could you imagine all out war with Canada?
Could you imagine all out war with Canada?
Rhetorical question expressing alarm about the possibility of military conflict between Canada and America.
@GioBaby
Mar 4, 2025
Didnt this fool already step down?
Didnt this fool already step down?
Seeks clarification about Trudeau's political status while expressing skepticism, framed as an information-seeking question.
@samyost9592
Mar 4, 2025
Why do they keep saying Punjab that territory and province is in India.
Why do they keep saying Punjab that territory and province is in India.
Questioning statement that contains a factual claim about Punjab's location, presented as a question rather than assertion.
wandererkenshin7557
Jan 27, 2026
Will Trump tell Trudeau “don’t tell us how to feel” regarding the inflation we will feel as he stated.
Will Trump tell Trudeau “don’t tell us how to feel” regarding the inflation we will feel as he stated.
Poses a rhetorical question about Trump's statements on inflation and Trudeau's response, seeking clarification or making a critical point.
@Noeau
Mar 4, 2025
Yo some1 pls tell me that there are at least some well mannered Indians abroad
Yo some1 pls tell me that there are at least some well mannered Indians abroad
Information-seeking question about Indian immigrants' behavior abroad, with implicit identity-based concern underlying the query.
manomaypatil6831
Jan 28, 2026
Where did he got his stupid statistics?
Where did he got his stupid statistics?
Seeks clarification about the source of statistics presented, questioning the video's factual basis.
HadalsameTV
Jan 28, 2026
As an America \nDid he just threatened us ? ?
As an America \nDid he just threatened us ? ?
Asks whether a statement constitutes a threat to the US, expressing concern about hostile intent.
@Montesphoenix602
Mar 4, 2025
Tyler Olivera, answer this question: Are you a Native American?
Tyler Olivera, answer this question: Are you a Native American?
Poses a direct question about Native American identity, likely challenging someone's right to speak on immigration issues.
digicraft123
Jan 28, 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)