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
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
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
Five Eyes…Five Eyes….why did you join him eight years ago?
Five Eyes…Five Eyes….why did you join him eight years ago?
Questioning statement about Canada's past alignment with Five Eyes intelligence alliance, seeking clarification or making a critical point.
@jokim7822
Mar 5, 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
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
Question; is Donald Trump STUPID ????????
Question; is Donald Trump STUPID ????????
Poses a rhetorical question attacking Trump's intelligence, framed as inquiry but functioning as criticism.
@GaryEllington-p7b
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
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
did he say he wants to wipe fentanyl from from earth but its a viable drug for several life saving durgs... its just a terrible drug in the hands of criminals and poor people looking …
did he say he wants to wipe fentanyl from from earth but its a viable drug for several life saving durgs... its just a terrible drug in the hands of criminals and poor people looking for a cheap high
Questions the logical consistency of a policy position regarding fentanyl, implying the speaker's concern about oversimplification.
@paratrooperz1
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
So ..... they came on visa and that doesnt mean they decide weather to stay.
So ..... they came on visa and that doesnt mean they decide weather to stay.
Seeks clarification about visa holders' rights to remain in Canada, framed as a questioning challenge to policy logic.
DaniEz-h4c
Nov 22, 2025
Didn't you left your job?? ??
Didn't you left your job?? ??
Seeks clarification about the PM's employment status, implying criticism of his credibility to speak on policy.
@jebclang9403
Mar 4, 2025
What security screening? Pls wow
What security screening? Pls wow
Skeptical question about security screening procedures, seeking clarification while implying inadequacy of current measures.
LoriMcDavid
Nov 24, 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
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
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
How about this.... dont cross the border... problem solved.
How about this.... dont cross the border... problem solved.
Offers a rhetorical question/suggestion framed as a simple practical solution to the border crossing issue.
Question
0.75
jewels964
Dec 8, 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
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
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
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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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