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
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
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
I thought this grifter resigned?
I thought this grifter resigned?
Seeks clarification about whether the subject resigned, framed as a rhetorical question expressing skepticism.
@AlexManguy
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
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
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
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
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
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
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
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 don't they stop the flow of fentanyl into the U.S.?
Why don't they stop the flow of fentanyl into the U.S.?
Poses a question about Canadian government action on fentanyl trafficking, implying policy criticism.
@ppetry3978
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
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)