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
Is that what American want? trump voter, is that what u expected?
Is that what American want? trump voter, is that what u expected?
Poses a rhetorical question to Trump voters about their expectations, implying criticism of their choice.
@henryhong7654
Mar 4, 2025
As an American, how can I transfer my nursing license here in the States to Canada to work up there? I've never voted for Trump or Vance (or even, Elon). I work and volunteer and …
As an American, how can I transfer my nursing license here in the States to Canada to work up there? I've never voted for Trump or Vance (or even, Elon). I work and volunteer and even participate in peaceful protests here in the States - I am ashamed of our felonious commander in whatever.
American nurse seeking practical information about professional credential transfer to Canada, with personal context about political values.
@lauraa2778
Mar 4, 2025
I’m glad to hear Trudeau say Canada is worth fighting for. Prior to the recent US election he’s been beating the DEI and down with the evil west drum for the last decade. What specific …
I’m glad to hear Trudeau say Canada is worth fighting for. Prior to the recent US election he’s been beating the DEI and down with the evil west drum for the last decade. What specific Canadian/western values in your opinion are worth fighting for Trudeau?
Asks Trudeau to clarify what specific Canadian/western values are worth fighting for, while also critiquing his past messaging on DEI and Western values.
@user-qo2yt7rx1n
Mar 4, 2025
What about the drugs and guns coming from America into Canada?
What about the drugs and guns coming from America into Canada?
Poses a question about cross-border drug and gun trafficking from the US to Canada, seeking acknowledgment of this issue.
@ChetHunt-z3c
Mar 4, 2025
Ask a trucker
Ask a trucker
Brief imperative seeking perspective from truckers, likely referencing trucker protests relevant to Canadian immigration/policy debates.
Question
0.80
@TerryBeckett-y7d
Mar 4, 2025
Zelensky sign with Canada not Trump????
Zelensky sign with Canada not Trump????
Seeks clarification or expresses confusion about whether Zelensky should align with Canada rather than Trump.
Question
0.80
@Mindsi
Mar 4, 2025
Is Canada taking in refugees from America??? Trump does not care about anyone other than himself.
Is Canada taking in refugees from America??? Trump does not care about anyone other than himself.
Information-seeking question about refugee intake combined with moral criticism of Trump's self-centeredness.
@HeidiMerkley
Mar 4, 2025
I have a combination American and Ukrainian flag in front of my home. I think I need a Canadian flag, also. I'm wondering about the Amerucan flag. ?
I have a combination American and Ukrainian flag in front of my home. I think I need a Canadian flag, also. I'm wondering about the Amerucan flag. ?
Personal reflection on flag display with a direct question seeking advice or clarification.
@antigone2
Mar 4, 2025
How do MAGA right defend TRUMP'S actions to align with Putin and weaken the Natioanl Security of America?
How do MAGA right defend TRUMP'S actions to align with Putin and weaken the Natioanl Security of America?
Poses a rhetorical question challenging Trump supporters to defend his alignment with Putin and national security implications.
@xoombunny9431
Mar 4, 2025
Why didn’t Canada implement theses protections from Fentanyl before the US initiated Tarrifs
Why didn’t Canada implement theses protections from Fentanyl before the US initiated Tarrifs
Questions why Canada didn't implement fentanyl protections earlier, implicitly critiquing Canadian policy responsiveness.
@recoverycoach9708
Mar 4, 2025
Please, Please stop refering to usa as America, make clear you refer to usa , America means a Continent not a country
Please, Please stop refering to usa as America, make clear you refer to usa , America means a Continent not a country
Requests clarification on terminology usage ('stop referring to usa as America'), framed as a plea for linguistic precision in discourse.
@ArmandoGarcia-v5v
Mar 4, 2025
This man is speaking naturally not a promoter and with intelligence and composure. Why did he step down?
This man is speaking naturally not a promoter and with intelligence and composure. Why did he step down?
Poses an information-seeking question about why the person (Trudeau) stepped down, seeking clarification.
Question
0.80
@krishniarumugam
Mar 4, 2025
What about the person who discovered the vaccine for the coronavirus? How come he or she never won a nobel prize in Medicine? Who was the genius?
What about the person who discovered the vaccine for the coronavirus? How come he or she never won a nobel prize in Medicine? Who was the genius?
Information-seeking questions about vaccine discovery and Nobel Prize recognition, requesting clarification on historical facts.
Question
0.80
@Interesting-r1z
Mar 4, 2025
I would like to hear tRUMPS rebuttal to Trudeau’s speech. How could he disagree with any of these facts?
I would like to hear tRUMPS rebuttal to Trudeau’s speech. How could he disagree with any of these facts?
Seeks Trump's response to Trudeau's speech while implying the facts presented are irrefutable, framed as an information-seeking question.
@DawnRace-bh6tp
Mar 4, 2025
why is trudeau choosing to do better after he resigned? :/
why is trudeau choosing to do better after he resigned? :/
Seeks clarification about a political figure's actions with skeptical tone, framed as an information-seeking query.
@gamingzsupraz6553
Mar 4, 2025
What would be good is to also explain factually to what Trump says the negative trade amount is to what it actually is. Need the facts shown.
What would be good is to also explain factually to what Trump says the negative trade amount is to what it actually is. Need the facts shown.
Requests factual information and analysis about trade statistics, implying government claims need verification.
@ronhughes5103
Mar 4, 2025
I thought this fool resigned?
I thought this fool resigned?
Seeks factual clarification about a political figure's status, phrased as an information-seeking question.
@ssebastianmusic
Mar 4, 2025
Thats a great speech, but i have a question for the canadians: i heard that quality of life has suffered so much, less income, rising prices, problems with immigration and crime. Is it true?\nI hope …
Thats a great speech, but i have a question for the canadians: i heard that quality of life has suffered so much, less income, rising prices, problems with immigration and crime. Is it true?\nI hope we, europe, canada and the free world, can pull it together!
Seeks clarification about Canadian quality of life and immigration impacts, with comparative reference to Europe.
@sebastiansowieso8179
Mar 4, 2025
What does any of this do but isolate America from its strongest allies?
What does any of this do but isolate America from its strongest allies?
Rhetorical question challenging the consequences of a policy decision, seeking clarification on impact.
@monoman5409
Mar 4, 2025
Is this the guy that did black face and just quit being the president of Canada?
Is this the guy that did black face and just quit being the president of Canada?
Seeks clarification about a public figure's identity and past actions, framed as a question about the video subject.
@suzyrottencrotch5132
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)