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
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
Don't Canadians, absolutely despise this guy?
Don't Canadians, absolutely despise this guy?
Rhetorical question seeking confirmation about Canadian sentiment toward a political figure, with implicit identity framing about what 'Canadians' think.
@Chuckclc
Mar 4, 2025
Do you think Trump intends to invade Canada and Mexico?
Do you think Trump intends to invade Canada and Mexico?
Seeks information/clarification about Trump's intentions, though framed with underlying security concern.
@ReneeCelesteFlanders
Mar 4, 2025
Where has this JUSTIN been when Canada has needed him??? Immigrants???
Where has this JUSTIN been when Canada has needed him??? Immigrants???
Rhetorical question criticizing a leader's absence during Canada's needs, with implicit skepticism about immigration focus.
@matthewm8961
Mar 4, 2025
Why you hate Sikhs ?
Why you hate Sikhs ?
Accusatory question directed at the video creator regarding bias against a specific ethnic/religious group.
nsingh999
Feb 16, 2026
Not all Americans want this. What can we do to stop this? Move to Canada?!
Not all Americans want this. What can we do to stop this? Move to Canada?!
Seeks advice on how to respond to US policy, with rhetorical question about moving to Canada.
@donnahauptmann906
Mar 4, 2025
Probably Trump join BRIX..???
Probably Trump join BRIX..???
Speculative question about Trump joining BRICS, comparing geopolitical alignments.
@rajdking
Mar 4, 2025
What is Trump doing to this country
What is Trump doing to this country
Poses a rhetorical question expressing concern about Trump's impact on the country, seeking clarification or expressing criticism.
@MM-pi1cb
Mar 4, 2025
Make it make sense to me how a refugee, legitimate or not, gets better welfare, housing, medical and dental care while the average Canadian get's little to nothing or is living on the street? Please …
Make it make sense to me how a refugee, legitimate or not, gets better welfare, housing, medical and dental care while the average Canadian get's little to nothing or is living on the street? Please square that? On what grounds do the LIEberals base and justify this???
Frames as information-seeking question but contains implicit moral critique about fairness in welfare distribution.
robovs1
Feb 17, 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
Yo, yall voted for that???
Yo, yall voted for that???
Rhetorical question expressing disbelief about electoral choices, implying criticism of voters' decisions.
@ft06jg89
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
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
The term is called private equity companies.
The term is called private equity companies.
Provides a clarifying term or definition, suggesting an informational or educational contribution to the discussion.
Question
0.75
benjaminfromcanadakanada3948
Jan 27, 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
largley unnotied or largley uncared for by the govermenet?
largley unnotied or largley uncared for by the govermenet?
Seeks clarification about government awareness or concern regarding an unspecified issue, with implied criticism.
Dekison
Feb 18, 2026
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
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
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)