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
Canada in the EU ??
Canada in the EU ??
Asks a clarifying question about Canada's relationship to the EU, implying comparative interest.
@RolfMeyer-cl7ou
Mar 4, 2025
Isn't it the U.S. border officials and customs responsible for what comes into our country and Canadian border officials and customs responsible for what comes into their country. Also, most fentanyl in the U.S. is …
Isn't it the U.S. border officials and customs responsible for what comes into our country and Canadian border officials and customs responsible for what comes into their country. Also, most fentanyl in the U.S. is actually produced in the U.S. itself.
Rhetorical questioning about border responsibility, followed by a factual claim about fentanyl production sources.
@Lee-yy2lr
Mar 4, 2025
Why are the past presidents Bush,Obama,and Joe not speaking against Trump??
Why are the past presidents Bush,Obama,and Joe not speaking against Trump??
Information-seeking question about why past presidents haven't publicly opposed Trump.
Question
0.80
@freddiebooker146
Mar 4, 2025
How did they get into Canada on planes without being see apprehended?
How did they get into Canada on planes without being see apprehended?
Asks how people entered Canada without detection, expressing security/border control concerns.
@brianbungum7718
Mar 4, 2025
Can't us in the EU strike a free trade deal asap to help Canada? I wonder.
Can't us in the EU strike a free trade deal asap to help Canada? I wonder.
Poses an information-seeking question about EU-Canada trade deals while comparing international relationships.
@loloflores123
Mar 4, 2025
Can someone tell Truhead he increases tariffs us will increase the same residual ???? this is fair ???
Can someone tell Truhead he increases tariffs us will increase the same residual ???? this is fair ???
Seeks clarification about tariff policy and fairness, framed as a question to the Prime Minister.
@sammyorta
Mar 4, 2025
Will trump admit defeat or crash Canadas economy???
Will trump admit defeat or crash Canadas economy???
Poses rhetorical question seeking information about Trump's actions and economic consequences.
@Proofofpower_lies
Mar 4, 2025
Who is trump working for!!!!
Who is trump working for!!!!
Seeks information about Trump's allegiances and motivations, posed as a rhetorical question expressing suspicion.
Question
0.80
@seanogradyfineart
Mar 4, 2025
Didn’t this clown resigned?
Didn’t this clown resigned?
Seeks factual clarification about a political figure's resignation status, framed as an information-seeking question.
@Ziaurelijus
Mar 4, 2025
Hi Canada why u only depends on USA? U r big too get more people and build u r count same like USA, what is stopping u?
Hi Canada why u only depends on USA? U r big too get more people and build u r count same like USA, what is stopping u?
Asks why Canada depends on the US and compares Canada's potential to US development, seeking information.
@Energy.sources
Mar 4, 2025
If tariffs don't work why are you using them yourself as a tool in response to Trumps?
If tariffs don't work why are you using them yourself as a tool in response to Trumps?
Rhetorical question challenging the logical consistency of tariff policy positions.
@LoneStar7739
Mar 4, 2025
I'm so shocked, I don't know how to express my feelings. Have you ever imagined the one person would destroy all his working relationships during ONE MONTH! That is so despicable, I cannot wrap my …
I'm so shocked, I don't know how to express my feelings. Have you ever imagined the one person would destroy all his working relationships during ONE MONTH! That is so despicable, I cannot wrap my mind around it. Please, can anyone explain what's unfolding before our eyes???
Seeks explanation for Trump's destructive behavior while expressing shock and concern about unfolding events.
@dinara_sagadi
Mar 4, 2025
Who is advising the President this is crazy we need our allies
Who is advising the President this is crazy we need our allies
Questions Trump's advisors while expressing concern about damaged international alliances.
@ElizabethRodriguez-nx1mw
Mar 4, 2025
What has Canadians done to America??
What has Canadians done to America??
Information-seeking question about Canadian actions affecting America, framed as a comparison between nations.
@TomasLundgrenlto
Mar 4, 2025
Am I crazy in thinking that I want Trudeau to stay for the rest of the year ?
Am I crazy in thinking that I want Trudeau to stay for the rest of the year ?
Frames a personal preference as a self-questioning query about whether the desire for Trudeau to remain is reasonable.
@Zarion106
Mar 4, 2025
did he just say ...... its cheap????????? WHAT
did he just say ...... its cheap?????????
WHAT
The commenter expresses surprise and seeks clarification about a claim made in the video, using emphatic punctuation to signal disbelief.
katelynevansss
Jan 28, 2026
Hold on. Will the Canadian government provide assistance to its citizens during the trade disputes? Im sure, President Trump will offer greater benefits to the United States.
Hold on. Will the Canadian government provide assistance to its citizens during the trade disputes? Im sure, President Trump will offer greater benefits to the United States.
Seeks information about Canadian government assistance during trade disputes while implying skepticism about government support relative to US benefits.
@slade341
Mar 4, 2025
Fun fact: most Punjabis in Canada are permanent citizens
Fun fact: most Punjabis in Canada are permanent citizens
Presents a factual claim framed as educational information about Punjabi immigration status in Canada.
Question
0.79
GrandpaYodasCookies123
Feb 9, 2026
As a US citizen who voted for Trump, I have no idea why Trump impose tariffs on Canada. Why can’t Trump just ask Canada straight if he wants something done by Canada? Does he want …
As a US citizen who voted for Trump, I have no idea why Trump impose tariffs on Canada. Why can’t Trump just ask Canada straight if he wants something done by Canada? Does he want to limit Chinese products through Canada?
Trump voter expressing confusion about tariff rationale and requesting clarification on Trump's actual objectives toward Canada.
@dhui777
Mar 4, 2025
The amount of migrants and fentanyl coming over the Canadian border is utterly negligible, no?
The amount of migrants and fentanyl coming over the Canadian border is utterly negligible, no?
Commenter questions the scale of border issues (migrants and fentanyl), implicitly challenging the severity claims underlying border policy.
@essentials-ou9sh
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)