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 there a part 2???
Is there a part 2???
Simple information-seeking question about whether additional video content exists.
Question
0.95
lavenderladi
Jan 28, 2026
Just curious if you are born in Canada, do you get automatic citizenship?
Just curious if you are born in Canada, do you get automatic citizenship?
Direct information-seeking question about Canadian citizenship acquisition rules.
Question
0.95
lgee9027
Feb 23, 2026
How do they get the visa????
How do they get the visa????
Direct information-seeking question about visa acquisition processes.
Question
0.95
OptionSpreadProfits
Jan 28, 2026
Anyone recently passed with this?
Anyone recently passed with this?
Direct information-seeking question about whether someone recently passed a test or process.
Question
0.95
saubhagya1988
Dec 22, 2025
Isn’t he supposedly step down?
Isn’t he supposedly step down?
Direct factual question about Trudeau's political status, seeking clarification on current events.
Question
0.95
@WorldTopSeven
Mar 4, 2025
what is america doing?
what is america doing?
Simple information-seeking question about American actions, seeking clarification or context.
Question
0.95
@AutoCad-tl2me
Mar 4, 2025
What goods does the tariff apply? ?
What goods does the tariff apply? ?
Direct information-seeking question about tariff specifics.
Question
0.95
@hangnguyenthu404
Mar 4, 2025
Who would they vote for？
Who would they vote for？
A straightforward information-seeking question about voting behavior.
Question
0.95
hojacqui7595
Jan 28, 2026
Will this make eggs cheaper?
Will this make eggs cheaper?
Direct information-seeking question about economic impact of immigration policy on egg prices.
Question
0.95
@unitfps
Mar 4, 2025
He is still PM?
He is still PM?
Direct factual question seeking clarification about current political status.
Question
0.95
@Mike-hz4cp
Mar 4, 2025
He’s still the PM?
He’s still the PM?
Simple factual question asking about Trudeau's current political status.
Question
0.95
@Coffee993
Mar 4, 2025
What is the difference between a foreigner and foreign national? Really odd language.
What is the difference between a foreigner and foreign national? Really odd language.
Directly asks for clarification on terminology used in the video.
Question
0.95
rupasandhu6061
Feb 18, 2026
Where are you from Tyler?
Where are you from Tyler?
Simple information-seeking question asking for personal biographical details about the video creator.
Question
0.95
BrentRyley
Jan 29, 2026
How did we get to this?
How did we get to this?
Simple information-seeking question about how the current situation developed.
Question
0.95
@chrismeese3666
Mar 4, 2025
What are the rules for dual citizens living in Canada. Can we use our American passport to enter and return to Canada on Canadian passport. Is that legal under new laws?
What are the rules for dual citizens living in Canada. Can we use our American passport to enter and return to Canada on Canadian passport. Is that legal under new laws?
Seeks clarification on legal rules for dual citizens regarding passport use and border crossing procedures.
Question
0.95
sandradigras1396
Dec 10, 2025
I'm currently applying for citizenship, and I guess this video should still be applicable to the citizenship application test in 2026?! What do you think? Thank you!
I'm currently applying for citizenship, and I guess this video should still be applicable to the citizenship application test in 2026?! What do you think? Thank you!
Direct information-seeking query about the relevance of video content to a future citizenship test application.
Question
0.95
beatriceng4923
Jan 19, 2026
What’s singh’s first name?
What’s singh’s first name?
Direct factual question seeking information about a person's name.
Question
0.95
marryson123
Feb 18, 2026
Can Canadians apply for refugee status in Canada?
Can Canadians apply for refugee status in Canada?
Direct information-seeking question about refugee eligibility for Canadian citizens.
Question
0.95
karenregnier5050
Nov 21, 2025
What school food program?
What school food program?
Simple clarification question seeking information about a school food program mentioned in the video.
Question
0.95
crazycarbo
Jan 20, 2026
Why did Trump do it?
Why did Trump do it?
Direct information-seeking question about Trump's motivations.
Question
0.95
@josephkaminer2337
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)