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
Jesus didn't this dude resign in shame?
Jesus didn't this dude resign in shame?
Commenter is asking a clarifying question about whether a political figure resigned, with a dismissive tone suggesting skepticism.
@jemasptaetn4727
Mar 4, 2025
Is MR still tied to W group?
Is MR still tied to W group?
Asks a clarification question using acronyms (MR, W group) likely related to video content or context.
jmc8076
Oct 21, 2025
Make a video on Montreal its very French not Canadian
Make a video on Montreal its very French not Canadian
Requests video content about Montreal while making an implicit identity assertion about French versus Canadian identity.
EphemeralOwl
Nov 2, 2025
How many foreign languages does the orange guy speak? Just wonderin’
How many foreign languages does the orange guy speak? Just wonderin’
Asks about language abilities with a sarcastic/humorous tone ('just wonderin''), framed as information-seeking but likely critical commentary.
@mrdol
Mar 4, 2025
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
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
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
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
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
where are the projects ? !!!!!!!
where are the projects ? !!!!!!!
Interrogative statement asking about housing/infrastructure projects, seeking information or expressing frustration about lack of visible solutions.
Question
0.75
onetwoonethree-k5i
Jan 19, 2026
Biden voters showing hate to Trump ?
Biden voters showing hate to Trump ?
Posed as a question seeking clarification or information about voter behavior and attitudes.
Question
0.75
@aarishkhan4382
Mar 4, 2025
Human tragedy???
Human tragedy???
Brief questioning statement seeking clarification or expressing skepticism about the 'human tragedy' framing.
Question
0.75
JAB63050
Nov 20, 2025
Bro, why the accent when you’re on the phone with human traffickers?
Bro, why the accent when you’re on the phone with human traffickers?
Appears to question the video creator's behavior, potentially implying false accusations about involvement with human trafficking.
Backcountry91
Jan 27, 2026
I am from not US , maybe think about it why the drug consumption in US is so high ? is there a special reason ? no custermer no deal ?
I am from not US , maybe think about it why the drug consumption in US is so high ? is there a special reason ? no custermer no deal ?
Poses a question about US drug consumption patterns from a non-US perspective, implicitly comparing national contexts.
@jerzynemling5665
Mar 4, 2025
I wonder if the government is commiting fraud with them, like what happening in the states.
I wonder if the government is commiting fraud with them, like what happening in the states.
Speculative question about government fraud related to immigration, combining information-seeking with conspiratorial framing.
subjectofsaturnyervahsa7386
Jan 27, 2026
is it true that governments sponsor this kind of content to isolate discriminatory masses?
is it true that governments sponsor this kind of content to isolate discriminatory masses?
Asks whether governments sponsor content to manipulate public opinion, combining information-seeking with conspiratorial framing.
wrongwhale6787
Jan 29, 2026
There are THREE MILLION currently here illegally. When do they go back home? -- miault.
There are THREE MILLION currently here illegally. When do they go back home? -- miault.
Poses a question about illegal immigrants while citing an unverified statistic, mixing inquiry with potentially false claims.
felixculpa-z7x
Feb 18, 2026
Is this really happening? Somehow feels like watching SiFi.
Is this really happening? Somehow feels like watching SiFi.
Expresses disbelief and concern about events unfolding ('feels like watching SiFi'), combining information-seeking with anxiety about reality.
@natasaorlic869
Mar 4, 2025
I stayed in an airb&b recently where two of the residents were fresh from India and somehow in the military in Trenton and Quebec. Make it make sense
I stayed in an airb&b recently where two of the residents were fresh from India and somehow in the military in Trenton and Quebec. Make it make sense
Expresses skepticism about Indian immigrants in Canadian military via rhetorical question, implying implausibility or fraud.
g1itchwitch
Mar 3, 2026
What is North America doing to itself?
What is North America doing to itself?
Rhetorical question expressing concern about North American self-harm through immigration policy.
SpikyM-m9n
Dec 2, 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)