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
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
im on nuetral ground... my question is simple, what will happened if trump answer putin with war, what will happen to YOU people? now you will blame trump or eu prime minister for the live …
im on nuetral ground... my question is simple, what will happened if trump answer putin with war, what will happen to YOU people? now you will blame trump or eu prime minister for the live lost? i dont like what putin do, and i dont condemn ukraine or whoever... my question is... do you guys WANT TO HAVE WORLD WAR III or do it in peaceful way possible or just go to war? ow i forgot to mention about the war, not conventional war, NUKE WAR...
Seeks clarification on potential war scenarios while expressing anxiety about nuclear conflict outcomes.
@SBrothersFromAnotherMother
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
Yeah we need help lol
Yeah we need help lol
Brief, ambiguous statement that appears to be seeking acknowledgment or agreement rather than providing substantive commentary.
Question
0.75
@xaviergravel4132
Mar 4, 2025
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
But “Alberta is calling”, or was that a wrong move you want to blame the federal govt for?
But “Alberta is calling”, or was that a wrong move you want to blame the federal govt for?
Commenter questions whether a provincial initiative was misguided and seeks clarification on responsibility attribution.
@johnone6159
Feb 20, 2026
Why isn’t Trump being impeached
Why isn’t Trump being impeached
Poses a question about impeachment; functions as both information-seeking and implicit call for political action.
@valeriewhite4477
Mar 4, 2025
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
I wonder who this will hurt more. Us or Them?
I wonder who this will hurt more. Us or Them?
Framed as a question but expresses concern about harm from immigration policy, mixing information-seeking with anxiety.
@riza4086
Mar 4, 2025
Heck! What is problems USA have with Canada??!! If I remember correctly, the last time he was president, he also do it.!!!!!
Heck! What is problems USA have with Canada??!! If I remember correctly, the last time he was president, he also do it.!!!!!
Expresses confusion about US-Canada tensions while implicitly critiquing Trump's repeated hostile approach.
@kenyip3822
Mar 4, 2025
At 14:00 did CNN just censorship the question about America abandoning aid to Ukraine?
At 14:00 did CNN just censorship the question about America abandoning aid to Ukraine?
Commenter questions whether media censorship occurred at a specific timestamp, combining information-seeking with an unverified claim about editorial suppression.
@leorobert7037
Mar 5, 2025
When is this clown leaving ….. I thought he was not part of the government anymore
When is this clown leaving ….. I thought he was not part of the government anymore
Commenter questions why a political figure is appearing in the video and expresses confusion about their current role, seeking clarification.
@sorayialomonosova5811
Mar 5, 2025
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
here from denmark i want to go buy products from canada ????
here from denmark i want to go buy products from canada ????
Information-seeking about purchasing Canadian products from Denmark, with implicit comparative framing between countries.
@svendhej
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
Do you support the Alberta government, just pose that question and see what happens
Do you support the Alberta government, just pose that question and see what happens
Poses a rhetorical question about government support, implying consequences for those who answer affirmatively.
@zoodlezd97
Feb 20, 2026
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
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
what Candians can do ???? when Canadian Goverment want Immigrants...and they want to give them PR...then how things will resolve..
what Candians can do ????
when Canadian Goverment want Immigrants...and they want to give them PR...then how things will resolve..
Seeks clarification about government immigration policy and PR allocation through rhetorical questioning.
valuegaptrader7243
Jan 27, 2026
I wanna see Filipino communities next
I wanna see Filipino communities next
Expresses interest in seeing content about another immigrant community, framed as a request or suggestion.
Question
0.75
nimsy6476
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)