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
Dear Canada can I get my dual citizenship now
Dear Canada can I get my dual citizenship now
Requests information about dual citizenship eligibility, framed as a personal inquiry.
@MrPaulandrae15
Mar 4, 2025
Do you ever plan to come to Russia?
Do you ever plan to come to Russia?
A direct question asking about the creator's travel plans to Russia, seeking information about future content.
yyyyyqw
Feb 8, 2026
wait why did this end so fast? why did you leave and not follow through with the whole thing?
wait why did this end so fast? why did you leave and not follow through with the whole thing?
Seeks clarification about the video's editing and structure, asking why it ended abruptly.
theegg72819
Jan 27, 2026
i though it was in london
i though it was in london
The commenter expresses confusion about the location, seeking clarification about whether the place discussed is in London.
Question
0.85
captainmaza
Jan 27, 2026
What is that 6000$ is for? Driving you down that little road to cross the border alone?
What is that 6000$ is for? Driving you down that little road to cross the border alone?
Commenter is asking for clarification about what a $6000 fee covers, seeking information about border crossing procedures.
Question
0.85
dinduhnuffin
Feb 26, 2026
What’s does the word “temporary “ means you dummies
What’s does the word “temporary “ means you dummies
Seeks clarification on the meaning of 'temporary,' though phrased dismissively toward others.
Question
0.85
dominion8732
Nov 21, 2025
so what are you doing canada?
so what are you doing canada?
Direct interrogative seeking clarification or response about Canada's actions regarding immigration.
Question
0.85
ncontrarian
Jan 18, 2026
Will you be our President too?
Will you be our President too?
Direct question asking if Trudeau would consider becoming US President, seeking clarification or expressing admiration.
Question
0.85
@mmagic925
Mar 4, 2025
Trump is like a KGB?
Trump is like a KGB?
Seeks clarification by asking a comparative question about Trump's behavior relative to authoritarian regimes.
@freddy_freeman
Mar 4, 2025
Very well said. Lets see how trumps speach goes tonight?
Very well said. Lets see how trumps speach goes tonight?
Seeks information about an upcoming political speech, expressing curiosity about future events.
Question
0.85
@sally_686
Mar 4, 2025
And why those with visas expired in 2025 are still in the country?
And why those with visas expired in 2025 are still in the country?
Seeks information about why expired visa holders remain in Canada, framed as a questioning critique of government enforcement.
kan77r94
Jan 19, 2026
How is Canada escalating something the US escalated? I don't get this comment from the CNN anchor.
How is Canada escalating something the US escalated? I don't get this comment from the CNN anchor.
Seeks clarification about the logical framing of escalation, questioning the CNN anchor's characterization.
Question
0.85
@isosthenie8271
Mar 4, 2025
?? Mexico stands with Canada ??
?? Mexico stands with Canada ??
Commenter poses a question with uncertainty markers, seeking clarification or expressing surprise about Mexico's position.
Question
0.85
@jessebustamante-qj7cl
Mar 4, 2025
Who invade canada first : Europeans or african or Indian?
Who invade canada first : Europeans or african or Indian?
Poses a historical question comparing which groups invaded Canada first, implicitly questioning the legitimacy of different immigrant groups.
herbsweden
Feb 11, 2026
Totally agree. Why are they refugees if their country isnt at war?
Totally agree. Why are they refugees if their country isnt at war?
Commenter questions the refugee classification criteria, seeking clarification on policy definitions while implicitly critiquing the system.
mastapeace593
Feb 25, 2026
Idk how to feel about this...
Idk how to feel about this...
Expression of uncertainty seeking clarification or processing of complex feelings about the video topic.
Question
0.85
justaemptymall
Jan 27, 2026
Is this India?
Is this India?
Asks a clarifying question about the video's subject matter, implicitly comparing Canada to India.
leetee007o
Jan 27, 2026
Just curious, currently (before Trump's Tariffs) how much TARIFFS does Canada pay for American goods and how much TARRIFS does America pay for Canadian goods? If Trump is increasing TARIFFS more than Canada, then that's …
Just curious, currently (before Trump's Tariffs) how much TARIFFS does Canada pay for American goods and how much TARRIFS does America pay for Canadian goods? If Trump is increasing TARIFFS more than Canada, then that's sad.
Seeks factual information about tariff rates between Canada and the USA, framed as an economic comparison question.
@northdakotausa
Mar 4, 2025
Could the money we get from the tariffs go to help Canadians?
Could the money we get from the tariffs go to help Canadians?
Information-seeking question about tariff revenue allocation to help Canadians, combining practical inquiry with economic concern.
@moimacart
Mar 4, 2025
What's wrong with Trump
What's wrong with Trump
A direct question seeking clarification or information about Trump, though off-topic from Canadian immigration.
Question
0.85
@cristianscript4882
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)